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Review| Volume 102, ISSUE 5, P3781-3804, May 2019

Invited review: Plant polyphenols and rumen microbiota responsible for fatty acid biohydrogenation, fiber digestion, and methane emission: Experimental evidence and methodological approaches

Open ArchivePublished:March 20, 2019DOI:https://doi.org/10.3168/jds.2018-14985

      ABSTRACT

      The interest of the scientific community in the effects of plant polyphenols on animal nutrition is increasing. These compounds, in fact, are ubiquitous in the plant kingdom, especially in some spontaneous plants exploited as feeding resources alternative to cultivated crops and in several agro-industry by-products. Polyphenols interact with rumen microbiota, affecting carbohydrate fermentation, protein degradation, and lipid metabolism. Some of these aspects have been largely reviewed, especially for tannins; however, less information is available about the direct effect of polyphenols on the composition of rumen microbiota. In the present paper, we review the most recent literature about the effect of plant polyphenols on rumen microbiota responsible for unsaturated fatty acid biohydrogenation, fiber digestion, and methane production, taking into consideration the advances in microbiota analysis achieved in the last 10 yr. Key aspects, such as sample collection, sample storage, DNA extraction, and the main phylogenetic markers used in the reconstruction of microbial community structure, are examined. Furthermore, a summary of the new high-throughput methods based on next generation sequencing is reviewed. Several effects can be associated with dietary polyphenols. Polyphenols are able to depress or modulate the biohydrogenation of unsaturated fatty acids by a perturbation of ruminal microbiota composition. In particular, condensed tannins have an inhibitory effect on biohydrogenation, whereas hydrolyzable tannins seem to have a modulatory effect on biohydrogenation. With regard to fiber digestion, data from literature are quite consistent about a general depressive effect of polyphenols on gram-positive fibrolytic bacteria and ciliate protozoa, resulting in a reduction of volatile fatty acid production (mostly acetate molar production). Methane production is also usually reduced when tannins are included in the diet of ruminants, probably as a consequence of the inhibition of fiber digestion. However, some evidence suggests that hydrolyzable tannins may reduce methane emission by directly interacting with rumen microbiota without affecting fiber digestion.

      Key words

      INTRODUCTION

      In the last decades animal nutritionists have increasingly focused on the physiology of the rumen and of its microorganisms as the digestion and the following utilization of feed is highly affected by ruminal fermentation. It is widely accepted that feed utilization in the rumen is dependent on the whole consortium of ruminal microorganisms rather than on the action of specific groups or strains of microorganisms. In this perspective, some authors have referred to the ruminant-microbiome association as the ruminant superorganism (
      • Morgavi D.P.
      • Kelly W.J.
      • Janssen P.H.
      • Attwood G.T.
      Ruminal microbial (meta)genomics and its application to ruminant production.
      ), evidencing the reciprocal influence between an animal's physiological condition and its microbial ecosystem. It has been demonstrated that rumen microbiome is affected by inter-individual variability (
      • Jami E.
      • Mizrahi I.
      Composition and similarity of bovine rumen microbiota across individual animals.
      ), by animal age and physiological state such as lactation (
      • Jami E.
      • Israel A.
      • Kotser A.
      • Mizrahi I.
      Exploring the bovine rumen bacterial community from birth to adulthood.
      ;
      • Dieho K.
      • van den Bogert B.
      • Handerson G.
      • Bannink A.
      • Ramiro-Garcia J.
      • Smidt H.
      • Dijkstra J.
      Changes in rumen microbiota composition and in situ degradation kinetics during the dry period and early lactation as affected by rate of increase of concentrate allowance.
      ), and by animal diet (
      • Belanche A.
      • Doreau M.
      • Edwards J.E.
      • Moorby J.M.
      • Pinloche E.
      • Newbold C.J.
      Shifts in the rumen microbiota due to the type of carbohydrate and level of protein ingested by dairy cattle are associated with changes in rumen fermentation.
      ;
      • Ellison M.J.
      • Conant G.C.
      • Lamberson W.R.
      • Cockrum R.R.
      • Austin K.J.
      • Rule D.C.
      Diet and feed efficiency status affect rumen microbial profiles of sheep.
      ).
      • Henderson G.
      • Cox F.
      • Ganesh S.
      • Jonker A.
      • Young W.
      • Janssen P.H.
      Global Rumen Census Collaborators
      Rumen microbial community composition varies with diet and host, but a core microbiome is found across a wide geographical range.
      observed that, regardless of the geographical distribution and animal genetics, dietary factors have a dominating effect on rumen microbial consortium composition. Several studies reported that shifts in ruminal microorganism composition and abundance are induced not only by the type of feed (i.e., grain-rich diet vs. fresh-forage-based diets;
      • Fernando S.C.
      • Purvis H.T.
      • Najar F.Z.
      • Sukharnikov L.O.
      • Krehbiel C.R.
      • Nagaraja T.G.
      • Roe B.A.
      • DeSilva U.
      Rumen microbial population dynamics during adaptation to a high-grain diet.
      ;
      • Grilli D.J.
      • Fliegerovà K.
      • Kopecný J.
      • Paez Lama S.
      • Egea V.
      • Sohafefer N.
      • Pereyra C.
      • Ruiz M.S.
      • Sosa M.A.
      • Arenas G.N.
      • Mràzek J.
      Analysis of the rumen bacterial diversity of goats during shifts from forage to concentrate diet.
      ) but also by dietary plant secondary compounds (PSC) such as phenolic compounds, saponins, and essential oils present in feed either naturally or supplemented (
      • Vasta V.
      • Luciano G.
      The effects of dietary consumption of plants secondary compounds on small ruminants' products quality.
      ).
      The interest of the scientific community in the effects of PSC on animal nutrition is greatly increasing. These compounds, in fact, are ubiquitous in the plant kingdom, especially in some spontaneous plants exploited as feeding resources alternative to cultivated crops and in several agro-industry by-products (i.e., olive pomace, grape marc, citrus pulp). The use of local feed resources such as spontaneous plants, by-products, and food waste is considered a feasible strategy to reduce water and land consumed at a global level (
      • Makkar H.P.S.
      • Ankers P.
      Towards sustainable animal diets. A survey-based study.
      ;
      • Flachowsky G.
      • Meyer U.
      • Südekum K.H.
      Land use for edible protein of animal origin—A review.
      ).
      Among PSC, different kinds of polyphenols (PP) are present, ranging from simple phenolic molecules to highly polymerized compounds (
      • Bravo L.
      Polyphenols: Chemistry, dietary sources, metabolism, and nutritional significance.
      ). Polyphenols have been shown to modulate ruminal metabolism (
      • Makkar H.P.S.
      Effects and fate of tannins in ruminant animals, adaptation to tannins, and strategies to overcome detrimental effects of feeding tannin-rich feeds.
      ), growth performance, health status (
      • Silanikove N.
      • Perevolotsky A.
      • Provenza F.D.
      Use of tannin-binding chemicals to assay for tannins and their negative postingestive effects in ruminants.
      ), and product quality (
      • Vasta V.
      • Luciano G.
      The effects of dietary consumption of plants secondary compounds on small ruminants' products quality.
      ). All these effects seem to be due to a remarkable influence of PP upon ruminal microbial environment. So far, many hypotheses have been proposed about the possible mechanisms of interaction between PP, ruminal microorganisms, and ruminal metabolites. Many studies focused, both in vitro and in vivo, on the effects of PP on individual cultivable ruminal bacterial strains, and their enzymatic pool and metabolites (
      • Jones G.A.
      • McAllister T.A.
      • Muir A.D.
      • Cheng K.-J.
      Effects of sainfoin (Onobrichys viciifolia Scop.) condensed tannins on growth and proteolysis by four strains of ruminal bacteria.
      ;
      • Vasta V.
      • Mele M.
      • Serra A.
      • Scerra M.
      • Luciano G.
      • Lanza M.
      • Priolo A.
      Metabolic fate of fatty acids involved in ruminal biohydrogenation in sheep fed concentrate or herbage with or without tannins.
      ), with a reductionist approach. Recent advances in molecular analytical techniques have allowed a more holistic approach to rumen studies, giving a new insight onto the effects of PP on ruminal microbiome, as defined by
      • Lederberg J.
      • McCray A.T.
      ‘Ome sweet 'omics: a genealogical treasury of words.
      : the microbial community and its genome in a specific habitat.
      The aim of the present review is to outline the effects of dietary PP on ruminal microbiota composition and the implications on fatty acid biohydrogenation (BH), fiber digestion, and methane production.

      RUMEN MICROBIOTA ANALYSIS

      Studies on ruminal environment were initiated during the 1950s when the microbiology on rumen fermentative systems was established (
      • Hungate R.E.
      The Rumen and Its Microbes.
      ). Bacteria (domain Bacteria), methanogens (domain Archaea), protozoa (domain Eukarya), and anaerobic fungi (domain Eukarya) are the key microorganisms in rumen ecosystems. They live in a relationship that leads to the utilization of ingested OM, comprising plant structural carbohydrates (lignin, cellulose, hemicelluloses, and pectins).
      Early studies on ruminal microbial community focused mostly on the isolation of specific cultivable microorganisms and on the characterization of their fermentative activity (
      • Dehority B.A.
      Characterization of several bovine rumen bacteria isolated with a xylan medium.
      ).
      • Caldwell D.R.
      • Bryant M.P.
      Medium without rumen fluid for non selective enumeration and isolation of rumen bacteria.
      were able to assess quantitative and qualitative differences in dominant bacterial groups present in the rumen content of animals fed corn-urea, corn-soybean, or alfalfa hay and grain and identified the following bacteria: Butyrivibrio sp., Succinivibrio sp., Selenomonas sp., Lachnospira sp., Succinomonas sp., Bacteroides ruminicola, Bacteroides succinogenes, Bacteroides amylophilus, Eubacterium ruminantium, Peptostreptococcus elsdenii, Ruminococcus sp., plus unidentified nonmotile rods and cocci. Further advances have shown that within the rumen there is a diversity in microbial composition depending on the physical substrate on which the microorganisms proliferate. Free-floating bacteria present in the liquid phase (liquid-associated bacteria; LAB), solid-phase adherent bacteria (solid-associated bacteria; SAB), and bacteria loosely adherent to the solid phase that can be detached by washing were identified by
      • Czerkawski J.W.
      An Introduction to Rumen Studies.
      . These groups also lead to different biochemical pathways (
      • Bauchart D.
      • Lagay-Carmier F.
      • Doreau M.
      • Gaillard B.
      Lipid metabolism of liquid-associated and solid-adherent bacteria in rumen contents of dairy cows offered lipid-supplemented diets.
      ).
      Classical cultivation methods have been used extensively to study the rumen microbiota and have been fundamental to build our current knowledge (
      • Deng W.
      • Xi D.
      • Mao H.
      • Wanapat M.
      The use of molecular techniques based on ribosomal RNA and DNA for rumen microbial ecosystem studies: A review.
      ). However, it is now ascertained that the cultivable species isolated by traditional microbiological techniques account only for 10 to 20% of total ruminal microbial community, although about 200 bacterial species and at least 100 species of protozoa and fungi were identified (
      • McSweeney C.S.
      • Denman S.E.
      • Wright A.-D.-G.
      • Yu Z.
      Application of recent DNA/RNA-based techniques in rumen ecology. Asian-Aust.
      ).

      Molecular Tools for the Characterization of Microbial Communities

      Because only a minor fraction of microorganisms is cultivable, molecular methods have been exploited to improve the understanding of the microbial ecosystem. Cultivation-independent methods have become popular tools for the characterization of microbial communities from a wide range of environments including the rumen (
      • Kim M.
      • Park T.
      • Yu Z.
      Metagenomic investigation of gastrointestinal microbiome in cattle.
      ). These strategies overcome the limitations of the traditional cultivation methods exploiting phylogenetic markers for the detection and quantification of microorganisms and offer the opportunity for significant scientific progress.
      Fingerprinting techniques targeting phylogenetic markers have been largely used for the characterization of the microbial communities in rumen. Terminal RFLP (T-RFLP;
      • Liu W.T.
      • Marsh T.L.
      • Cheng H.
      • Forney L.J.
      Characterization of microbial diversity by determining terminal restriction fragment length polymorphisms of genes encoding 16S rRNA.
      ), automated ribosomal intergenic spacer analysis (
      • Fisher M.M.
      • Triplett E.W.
      Automated approach for ribosomal intergenic spacer analysis of microbial diversity and its application to freshwater bacterial communities.
      ), and denaturing gradient gel electrophoresis (DGGE;
      • Muyzer G.
      • De Waal E.C.
      • Uitterlinden A.G.
      Profiling of complex microbial populations by denaturing gradient gel electrophoresis analysis of polymerase chain reaction-amplified genes coding for 16S rRNA.
      ) have been used to compare the structure of microbial communities and to assess the diversity between samples (
      • Buccioni A.
      • Pallara G.
      • Pastorelli R.
      • Bellini L.
      • Cappucci A.
      • Mannelli F.
      • Minieri S.
      • Roscini V.
      • Rapaccini S.
      • Mele M.
      • Giovannetti L.
      • Viti C.
      • Pauselli M.
      Effect of dietary chestnut or quebracho tannin supplementation on microbial community and fatty acid profile in the rumen of dairy ewes.
      ;
      • Vargas J.E.
      • Andrés S.
      • Snelling T.J.
      • López-Ferreras L.
      • Yáñez-Ruíz D.R.
      • García-Estrada C.
      • López S.
      Effect of sunflower and marine oils on ruminal microbiota, in vitro fermentation and digesta fatty acid profile.
      ). Fingerprinting techniques give the possibility of describing the dynamics of microbial populations (i.e., by comparing profiles of samples collected in different conditions or at different sampling points), and even obtaining taxonomic information on the members of a certain community (e.g., by cutting and sequencing DGGE bands, or identifying characteristic restriction fragments in T-RFLP profiles). However, a detailed quantification of the populations is not possible using these approaches. For instance, by DGGE it is possible to assign quantitative information to specific taxonomic groups by exploiting the band intensity (the higher the intensity of the band, the more abundant the group), but assigning a precise relative abundance is not feasible. Furthermore, if T-RFLP is used to obtain taxonomic information, it is important to consider the sensitivity because different microorganisms can have similar restriction fragments, thus requiring the use of multiple restriction enzymes. For instance,
      • Vargas J.E.
      • Andrés S.
      • Snelling T.J.
      • López-Ferreras L.
      • Yáñez-Ruíz D.R.
      • García-Estrada C.
      • López S.
      Effect of sunflower and marine oils on ruminal microbiota, in vitro fermentation and digesta fatty acid profile.
      investigated the effect of different lipid supplements on the composition of microbial communities by using the T-RFLP technique and adopting HhaI, HaeIII, and MspI as restriction enzymes.
      Quantitative PCR (qPCR) is a method widely applied for the quantification of specific genes, or microbial groups, in several environments, including the rumen (
      • Tajima K.
      • Aminov R.I.
      • Nagamine T.
      • Matsui H.
      • Nakamura M.
      • Benno Y.
      Diet-dependent shifts in the bacterial population of the rumen revealed with real-time PCR.
      ;
      • Belanche A.
      • Doreau M.
      • Edwards J.E.
      • Moorby J.M.
      • Pinloche E.
      • Newbold C.J.
      Shifts in the rumen microbiota due to the type of carbohydrate and level of protein ingested by dairy cattle are associated with changes in rumen fermentation.
      ;
      • Buccioni A.
      • Pauselli M.
      • Viti C.
      • Minieri S.
      • Pallara G.
      • Roscini V.
      • Rapaccini S.
      • Trabalza Marinucci M.
      • Lupi P.
      • Conte G.
      • Mele M.
      Milk fatty acid composition, rumen microbial population, and animal performances in response to diets rich in linoleic acid supplemented with chestnut or quebracho tannins in dairy ewes.
      ). This approach is sensitive and rapid; furthermore, domain-specific, phylum-specific, and genus-specific primer pairs have been developed to characterize the rumen microbiota (
      • Kim M.
      • Park T.
      • Yu Z.
      Metagenomic investigation of gastrointestinal microbiome in cattle.
      ). When small subunit rRNA genes are used for the quantification, it is important to consider that multiple copies are present in the genome; therefore, the gene copy number is not directly linked to the number of cells in the sample. However, because the bias is likely constant between samples, qPCR can be used to quantify relative shifts of the targeted populations, even when domain-specific primer sets are used (
      • Bertolini V.
      • Gandolfi I.
      • Ambrosini R.
      • Bestetti G.
      • Innocente E.
      • Rampazzo G.
      • Franzetti A.
      Temporal variability and effect of environmental variables on airborne bacterial communities in an urban area of Northern Italy.
      ;
      • Daghio M.
      • Tatangelo V.
      • Franzetti A.
      • Gandolfi I.
      • Papacchini M.
      • Careghini A.
      • Sezenna E.
      • Saponaro S.
      • Bestetti G.
      Hydrocarbon degrading microbial communities in bench scale aerobic biobarriers for gasoline contaminated groundwater treatment.
      ). The above-mentioned cultivation independent tools offered powerful opportunities for the characterization of the diversity and the function of rumen microorganisms. The possibility to perform a detailed characterization of the microbial communities has been further expanded by the development of next-generation sequencing (NGS). The key steps to use an NGS approach for the characterization of microbial communities are described in the following sections.

      Sample Collection, Conservation, and Nucleic Acid Extraction

      A critical aspect for the characterization of the rumen microbial communities is linked to the sampling procedure that should allow the collection of a representative sample (
      • Kim M.
      • Park T.
      • Yu Z.
      Metagenomic investigation of gastrointestinal microbiome in cattle.
      ). Rumen cannula and esophageal probe are 2 common methods adopted to sample the rumen content. The former method allows the collection of representative and repeated sample of rumen content, even if it is more expensive and invasive (the rumen cannula is implanted by surgery) compared with the esophageal probe. By contrast, samples of rumen content by esophageal probe could be subjected to saliva contamination, and it is not easy to obtain rumen samples from the same layer of the rumen when samplings are repeated several times (
      • Terré M.
      • Castells L.
      • Fàbregas F.
      • Bach A.
      Short communication: Comparison of pH, volatile fatty acids, and microbiome of rumen samples from preweaned calves obtained via cannula or stomach tube.
      ;
      • Paz H.A.
      • Anderson C.L.
      • Muller M.J.
      • Kononoff P.J.
      • Fernando S.C.
      Rumen bacterial community composition in holstein and jersey cows is different under same dietary condition and is not affected by sampling method.
      ). In literature, the effect of the sampling method on the bacterial community composition in cows, sheep, and goats has been assessed (
      • Ramos-Morales E.
      • Arco-Pérez A.
      • Martín-García A.I.
      • Yáñez-Ruiz D.R.
      • Frutos P.
      • Hervás G.
      Use of stomach tubing as an alternative to rumen cannulation to study ruminal fermentation and microbiota in sheep and goats.
      ;
      • Paz H.A.
      • Anderson C.L.
      • Muller M.J.
      • Kononoff P.J.
      • Fernando S.C.
      Rumen bacterial community composition in holstein and jersey cows is different under same dietary condition and is not affected by sampling method.
      ). Overall, the esophageal probe allowed obtaining representative samples comparable to those collected by the rumen cannula. Moreover, the esophageal probe is also considered a feasible way to increase the number of animals in each experiment, enforcing the statistical power, or when the experimental design does not allow the application of invasive techniques (
      • Ramos-Morales E.
      • Arco-Pérez A.
      • Martín-García A.I.
      • Yáñez-Ruiz D.R.
      • Frutos P.
      • Hervás G.
      Use of stomach tubing as an alternative to rumen cannulation to study ruminal fermentation and microbiota in sheep and goats.
      ;
      • Paz H.A.
      • Anderson C.L.
      • Muller M.J.
      • Kononoff P.J.
      • Fernando S.C.
      Rumen bacterial community composition in holstein and jersey cows is different under same dietary condition and is not affected by sampling method.
      ).
      After collection, rumen samples must be properly stored to allow a correct characterization of the microbial communities. In fact, it was demonstrated that the storage method and the storage time can significantly affect the efficiency of nucleic acid extraction and the abundance of specific taxonomic groups in the sample.
      • Granja-Salcedo Y.T.
      • Ramirez-Uscategui R.A.
      • Machado E.G.
      • Messana J.D.
      • Kishi L.T.
      • Dias A.V.L.
      • Berchielli T.T.
      Studies on bacterial community composition are affected by the time and storage method of the rumen content.
      recommended the storage of samples of rumen content at −80°C, avoiding the storage at −20°C. When RNA must be extracted, the use of stabilizing agents (e.g., RNAlater) is a further critical aspect, with bacterial mRNA being rapidly degraded (
      • Simister R.L.
      • Schmitt S.
      • Taylor M.W.
      Evaluating methods for the preservation and extraction of DNA and RNA for analysis of microbial communities in marine sponges.
      ;
      • Reck M.
      • Tomasch J.
      • Deng Z.
      • Jarek M.
      • Husemann P.
      • Wagner-Döbler I.
      COMBACTE Consortium
      Stool metatranscriptomics: A technical guideline for mRNA stabilisation and isolation.
      ).
      To use molecular tools for the analysis of microbial communities, the first step is the extraction of nucleic acids. It is worthy to consider that the use of different DNA/RNA extraction methods can lead to significant differences in terms of microbial community composition (
      • Henderson G.
      • Cox F.
      • Ganesh S.
      • Jonker A.
      • Young W.
      • Janssen P.H.
      Global Rumen Census Collaborators
      Rumen microbial community composition varies with diet and host, but a core microbiome is found across a wide geographical range.
      ). Several extraction procedures have been reported in the literature because the extraction protocol is linked to the downstream analyses and the equipment available. As a consequence, care should be taken when results from different studies that adopted different extraction methods to analyze samples of rumen content are compared (
      • Henderson G.
      • Cox F.
      • Ganesh S.
      • Jonker A.
      • Young W.
      • Janssen P.H.
      Global Rumen Census Collaborators
      Rumen microbial community composition varies with diet and host, but a core microbiome is found across a wide geographical range.
      ). Issues related to the nucleic acid extraction procedure also have to be faced when total RNA is extracted. A few studies have exploited the acid guanidinium–phenol–chloroform method (
      • Li F.
      • Henderson G.
      • Sun X.
      • Cox F.
      • Janssen P.H.
      • Guan L.L.
      Taxonomic assessment of rumen microbiota using total RNA and targeted amplicon sequencing approaches.
      ;
      • Elekwachi C.O.
      • Wang Z.
      • Wu X.
      • Rabee A.
      • Forster R.J.
      Total rRNA-seq analysis gives insight into bacterial, fungal, protozoal and archaeal communities in the rumen using an optimized RNA isolation method.
      ), which was improved by
      • Béra-Maillet C.
      • Mosoni P.
      • Kwasiborski A.
      • Suau F.
      • Ribot Y.
      • Forano E.
      Development of a RT-qPCR method for the quantification of Fibrobacter succinogenes S85 glycoside hydrolase transcripts in the rumen content of gnotobiotic and conventional sheep.
      . More recently,
      • Li F.
      • Henderson G.
      • Sun X.
      • Cox F.
      • Janssen P.H.
      • Guan L.L.
      Taxonomic assessment of rumen microbiota using total RNA and targeted amplicon sequencing approaches.
      proposed a method based on liquid nitrogen grinding of whole ruminal solids followed by acid guanidinium–phenol–chloroform extraction with column purification (according to the method developed by
      • Wang P.
      • Qi M.
      • Barboza P.
      • Leigh M.B.
      • Ungerfeld E.
      • Selinger L.B.
      • McAllister T.A.
      • Forster R.J.
      Isolation of high-quality total RNA from rumen anaerobic bacteria and fungi, and subsequent detection of glycoside hydrolases.
      ) for the analysis of microbial communities in steers.
      Another crucial aspect to consider is the presence in rumen samples of PSC (e.g., tannins) that can hinder downstream analysis by PCR inhibition and forming complexes with nucleic acids (
      • Wang P.
      • Qi M.
      • Barboza P.
      • Leigh M.B.
      • Ungerfeld E.
      • Selinger L.B.
      • McAllister T.A.
      • Forster R.J.
      Isolation of high-quality total RNA from rumen anaerobic bacteria and fungi, and subsequent detection of glycoside hydrolases.
      ;
      • Henderson G.
      • Cox F.
      • Ganesh S.
      • Jonker A.
      • Young W.
      • Janssen P.H.
      Global Rumen Census Collaborators
      Rumen microbial community composition varies with diet and host, but a core microbiome is found across a wide geographical range.
      ), thus requiring additional purification steps. The quality of extracted nucleic acids can be assessed by relative absorbance measurements (A260/230 nm and A260/280 nm). For most applications, ratios of ∼2.2 (A260/230 nm) and ∼1.8 to 2.0 (A260/280 nm for DNA and RNA, respectively) are considered optimal but cannot be reached with all the extraction and purification protocols (
      • Henderson G.
      • Cox F.
      • Ganesh S.
      • Jonker A.
      • Young W.
      • Janssen P.H.
      Global Rumen Census Collaborators
      Rumen microbial community composition varies with diet and host, but a core microbiome is found across a wide geographical range.
      ). The quality of extracted RNA can be assessed also using the RNA integrity number (
      • Wang P.
      • Qi M.
      • Barboza P.
      • Leigh M.B.
      • Ungerfeld E.
      • Selinger L.B.
      • McAllister T.A.
      • Forster R.J.
      Isolation of high-quality total RNA from rumen anaerobic bacteria and fungi, and subsequent detection of glycoside hydrolases.
      ), which ranges from range from 1 (completely degraded) to 10 (intact).

      Phylogenetic Markers of Rumen Microbiota

      Small subunit rRNA genes, such as the 16S rRNA gene for prokaryotes and 18S rRNA gene for eukaryotes, have been widely used for the taxonomic classification and as phylogenetic markers in microbial community structure analysis (
      • Wang Y.
      • Qian P.Y.
      Conservative fragments in bacterial 16S rRNA genes and primer design for 16S ribosomal DNA amplicons in metagenomic studies.
      ). The 16S rRNA gene contains 9 hypervariable regions (V1–V9), with different sequences according to the phylogenetic distance of microorganisms. This characteristic allows the identification of different taxonomic groups. The hypervariable regions are flanked by conserved regions. The conserved regions can be used to design universal primers for the amplification of the 16S rRNA gene (or of specific hypervariable regions) from a wide range of microorganisms (
      • Baker G.C.
      • Smith J.J.
      • Cowan D.A.
      Review and re-analysis of domain-specific 16S primers.
      ;
      • Chakravorty S.
      • Helb D.
      • Burday M.
      • Connell N.
      • Alland D.
      A detailed analysis of 16S ribosomal RNA gene segments for the diagnosis of pathogenic bacteria.
      ). However, it is important to consider that it is not possible to identify a universal primer set with optimal performance for the microbial communities from different environments. Several authors targeted the V1–V3 regions and the V3–V5 regions for the characterization of rumen bacterial communities (
      • Kim M.
      • Park T.
      • Yu Z.
      Metagenomic investigation of gastrointestinal microbiome in cattle.
      ). Sets of specific primers that can be exploited in the characterization of the microbial communities in the rumen have been developed (
      • Kim M.
      • Park T.
      • Yu Z.
      Metagenomic investigation of gastrointestinal microbiome in cattle.
      ). Furthermore, for the characterization of bacterial or archaeal communities, specific primer sets are available (
      • Henderson G.
      • Cox F.
      • Ganesh S.
      • Jonker A.
      • Young W.
      • Janssen P.H.
      Global Rumen Census Collaborators
      Rumen microbial community composition varies with diet and host, but a core microbiome is found across a wide geographical range.
      ;
      • Kim M.
      • Park T.
      • Yu Z.
      Metagenomic investigation of gastrointestinal microbiome in cattle.
      ). Also, prokaryotic universal primers have been reported in the literature (
      • Takahashi S.
      • Tomita J.
      • Nishioka K.
      • Hisada T.
      • Nishijima M.
      Development of a prokaryotic universal primer for simultaneous analysis of Bacteria and Archaea using next-generation sequencing.
      ) and have been used to investigate the composition of microbial communities in rumen samples (
      • Mannelli F.
      • Cappucci A.
      • Pini F.
      • Pastorelli R.
      • Decorosi F.
      • Giovannetti L.
      • Mele M.
      • Minieri S.
      • Conte G.
      • Pauselli M.
      • Rapaccini S.
      • Viti C.
      • Buccioni A.
      Effect of different types of olive oil pomace dietary supplementation on the rumen microbial community profile in Comisana ewes.
      ). Similar to 16S rRNA for prokaryotes, the 18S rRNA gene can be used as marker for fungi and protozoa (
      • Edwards J.E.
      • Forster R.J.
      • Callaghan T.M.
      • Dollhofer V.
      • Dagar S.S.
      • Cheng Y.
      • Chang J.
      • Kittelmann S.
      • Fliegerova K.
      • Puniya A.K.
      • Henske J.K.
      • Gilmore S.P.
      • O'Malley M.A.
      • Griffith G.W.
      • Smidt H.
      PCR and omics based techniques to study the diversity, ecology and biology of anaerobic fungi: Insights, challenges and opportunities.
      ;
      • Kim M.
      • Park T.
      • Yu Z.
      Metagenomic investigation of gastrointestinal microbiome in cattle.
      ). However, several studies targeting anaerobic fungi adopted the internal transcribed spacer 1 region and the 28S rRNA gene, which allowed a better differentiation at low taxonomic levels (
      • Edwards J.E.
      • Forster R.J.
      • Callaghan T.M.
      • Dollhofer V.
      • Dagar S.S.
      • Cheng Y.
      • Chang J.
      • Kittelmann S.
      • Fliegerova K.
      • Puniya A.K.
      • Henske J.K.
      • Gilmore S.P.
      • O'Malley M.A.
      • Griffith G.W.
      • Smidt H.
      PCR and omics based techniques to study the diversity, ecology and biology of anaerobic fungi: Insights, challenges and opportunities.
      ).

      Study of Microbial Diversity and Function Using NGS Technologies

      Next-generation sequencing provided new opportunities for the characterization of the microbial communities. Due to a continuous improvement of the NGS technologies and the related decrease of the sequencing costs, these strategies are becoming increasingly accessible and the amount of data produced is growing. Several studies have exploited the high-throughput of NGS to characterize bacterial, archaeal, fungal, and protozoal communities by sequencing phylogenetic markers and to shed light on the complex microbial processes in the rumen (
      • Pitta D.W.
      • Pinchak W.E.
      • Dowd S.E.
      • Osterstock J.
      • Gontcharova V.
      • Youn E.
      • Dorton K.
      • Yoon I.
      • Min B.R.
      • Fulford J.D.
      • Wickersham T.A.
      • Malinowski D.P.
      Rumen bacterial diversity dynamics associated with changing from bermudagrass hay to grazed winter wheat diets.
      ;
      • Fouts D.E.
      • Szpakowski S.
      • Purushe J.
      • Torralba M.
      • Waterman R.C.
      • Macneil M.D.
      • Alexander L.J.
      • Nelson K.E.
      Next generation sequencing to define prokaryotic and fungal diversity in the bovine rumen.
      ;
      • Henderson G.
      • Cox F.
      • Ganesh S.
      • Jonker A.
      • Young W.
      • Janssen P.H.
      Global Rumen Census Collaborators
      Rumen microbial community composition varies with diet and host, but a core microbiome is found across a wide geographical range.
      ;
      • Kim M.
      • Park T.
      • Yu Z.
      Metagenomic investigation of gastrointestinal microbiome in cattle.
      ). However, when phylogenetic markers are used to describe microbial communities it is crucial to consider that they are produced using PCR reaction, and therefore are subject to bias introduced during the amplification step (
      • Firkins J.L.
      • Yu Z.
      Ruminant Nutrition Symposium: How to use data on the rumen microbiome to improve our understanding of ruminant nutrition.
      ;
      • Kim M.
      • Park T.
      • Yu Z.
      Metagenomic investigation of gastrointestinal microbiome in cattle.
      ). The most common issues deal with lack of amplification with universal primers for certain microbial groups, variable amplification efficiency for different microorganisms, and formation of artifacts (
      • Firkins J.L.
      • Yu Z.
      Ruminant Nutrition Symposium: How to use data on the rumen microbiome to improve our understanding of ruminant nutrition.
      ). Furthermore, the phylogenetic characterization of a microbial community does not allow direct reconstruction of its functional profile.
      Another strategy that exploits the power of NGS for the description of microbial communities is metagenomics, which has been defined as the “analysis of genomic DNA from a whole community” (
      • Gilbert J.A.
      • Dupont C.L.
      Microbial metagenomics: Beyond the genome.
      ). Although the high-throughput sequencing of amplicon-based libraries of phylogenetic markers can give information about the microorganisms that are selected in the rumen, metagenomics also provides useful information on the presence of functional genes (
      • Vincent A.T.
      • Derome N.
      • Boyle B.
      • Culley A.I.
      • Charette S.J.
      Next-generation sequencing (NGS) in the microbiological world: how to make the most of your money.
      ). However, metagenomics does not allow discrimination of which pathways are active in a given condition. When the goal is to investigate the presence of active pathways in a given moment, high-throughput sequencing of total mRNA (i.e., metatranscriptomics) can be a suitable strategy (
      • Vincent A.T.
      • Derome N.
      • Boyle B.
      • Culley A.I.
      • Charette S.J.
      Next-generation sequencing (NGS) in the microbiological world: how to make the most of your money.
      ).
      The strength of metagenomics and metatranscriptomics has recently been shown to provide useful information about the link between rumen microbiome and feed efficiency, and about the metabolic processes linked to methane production (
      • Wallace R.J.
      • Rooke J.A.
      • McKain N.
      • Duthie C.A.
      • Hyslop J.J.
      • Ross D.W.
      • Waterhouse A.
      • Watson M.
      • Roehe R.
      The rumen microbial metagenome associated with high methane production in cattle.
      ;
      • Li F.
      • Neves A.L.A.
      • Ghoshal B.
      • Guan L.L.
      Mining metagenomic and metatranscriptomic data for clues about microbial metabolic functions in ruminants.
      ). Metagenomics has also been successfully used for functional screening of rumen communities and to describe the associated metabolic potential (
      • Brulc J.M.
      • Antonopoulos D.A.
      • Berg Miller M.E.
      • Wilson M.K.
      • Yannarell A.C.
      • Dinsdale E.A.
      • Edwards R.E.
      • Frank E.D.
      • Emerson J.B.
      • Wacklin P.
      • Coutinho P.M.
      • Henrissat B.
      • Nelson K.E.
      • White B.A.
      Gene-centric metagenomics of the fiber-adherent bovine rumen microbiome reveals forage specific glycoside hydrolases.
      ).
      Other powerful “omic” approaches that can be exploited for the investigation of the microbial activity in rumen samples involve the analysis of the proteins that are produced by the community (i.e., metraproteomics) or the analysis of the whole metabolic activity (i.e., metabolomic;
      • Wallace R.J.
      • Snelling T.J.
      • McCartney C.A.
      • Tapio I.
      • Strozzi F.
      Application of meta-omics techniques to understand greenhouse gas emissions originating from ruminal metabolism.
      ). The combination of multiple strategies in a “multi-omics” approach can provide a complete view of the microbial community (
      • Franzosa E.A.
      • Hsu T.
      • Sirota-Madi A.
      • Shafquat A.
      • Abu-Ali G.
      • Morgan X.C.
      • Huttenhower C.
      Sequencing and beyond: Integrating molecular “omics” for microbial community profiling.
      ).

      Platforms Available for NGS

      Different NGS platforms are currently available for the characterization of microbial communities (
      • Goodwin S.
      • McPherson J.D.
      • McCombie W.R.
      Coming of age: Ten years of next-generation sequencing technologies.
      ;
      • Vincent A.T.
      • Derome N.
      • Boyle B.
      • Culley A.I.
      • Charette S.J.
      Next-generation sequencing (NGS) in the microbiological world: how to make the most of your money.
      ). An overview of the throughput, sequencing errors and read lengths of different platforms has been recently reported by
      • Goodwin S.
      • McPherson J.D.
      • McCombie W.R.
      Coming of age: Ten years of next-generation sequencing technologies.
      . The first NGS platform available on the market was the 454 pyrosequencing. This technology, which was discontinued by Roche in 2016 (
      • Goodwin S.
      • McPherson J.D.
      • McCombie W.R.
      Coming of age: Ten years of next-generation sequencing technologies.
      ;
      • Vincent A.T.
      • Derome N.
      • Boyle B.
      • Culley A.I.
      • Charette S.J.
      Next-generation sequencing (NGS) in the microbiological world: how to make the most of your money.
      ), has been used for the characterization of microbiomes in several environments, including the rumen (
      • Fouts D.E.
      • Szpakowski S.
      • Purushe J.
      • Torralba M.
      • Waterman R.C.
      • Macneil M.D.
      • Alexander L.J.
      • Nelson K.E.
      Next generation sequencing to define prokaryotic and fungal diversity in the bovine rumen.
      ;
      • Henderson G.
      • Cox F.
      • Ganesh S.
      • Jonker A.
      • Young W.
      • Janssen P.H.
      Global Rumen Census Collaborators
      Rumen microbial community composition varies with diet and host, but a core microbiome is found across a wide geographical range.
      ;
      • Kim M.
      • Park T.
      • Yu Z.
      Metagenomic investigation of gastrointestinal microbiome in cattle.
      ). SOLiD sequencing has also been suggested as a suitable strategy for the characterization of microbiomes (
      • Mitra S.
      • Förster-Fromme K.
      • Damms-Machado A.
      • Scheurenbrand T.
      • Biskup S.
      • Huson D.H.
      • Bischoff S.C.
      Analysis of the intestinal microbiota using SOLiD 16S rRNA gene sequencing and SOLiD shotgun sequencing.
      ). Among the technologies currently available on the market, Illumina platforms, particularly the Illumina MiSeq, are the most used for the taxonomic characterization of microbial communities. An alternative is represented by the Ion Torrent platforms, which now allow to obtain read lengths up to 600 bp (
      • Goodwin S.
      • McPherson J.D.
      • McCombie W.R.
      Coming of age: Ten years of next-generation sequencing technologies.
      ). Recently, long read sequencing has been introduced, providing read of hundreds of kilobases in length, but with a high error rate compared with the short-read technologies (
      • Goodwin S.
      • McPherson J.D.
      • McCombie W.R.
      Coming of age: Ten years of next-generation sequencing technologies.
      ).
      Different workflows implemented in several bioinformatic tools are available to process phylogenetic, metagenomic, or metatranscriptomic data produced by NGS. A detailed overview of the strategies for the analysis of sequencing data is out of the scope of the present review, and only a brief discussion is reported. For a complete description of the aspects related to bioinformatic analysis for the characterization of microbiomes, the reader can refer to dedicated literature (
      • Ju F.
      • Zhang T.
      16S rRNA gene high-throughput sequencing data mining of microbial diversity and interactions.
      ;
      • Quince C.
      • Walker A.W.
      • Simpson J.T.
      • Loman N.J.
      • Segata N.
      Shotgun metagenomics, from sampling to analysis.
      ;
      • Li F.
      • Neves A.L.A.
      • Ghoshal B.
      • Guan L.L.
      Mining metagenomic and metatranscriptomic data for clues about microbial metabolic functions in ruminants.
      ). Quality-filtered data by high-throughput sequencing of phylogenetic markers can be clustered into operational taxonomic units, and taxonomic assignment of representative sequences for each operational taxonomic unit can then be performed (
      • Ju F.
      • Zhang T.
      16S rRNA gene high-throughput sequencing data mining of microbial diversity and interactions.
      ). The analysis of metagenomic and metatranscriptomic data is usually more computing-intensive and can involve several steps after the quality filtering: the removal of host sequences, the assembly of the reads into longer contigs, the gene prediction, and the assignment of a specific function to the predicted genes (i.e., annotation;
      • Quince C.
      • Walker A.W.
      • Simpson J.T.
      • Loman N.J.
      • Segata N.
      Shotgun metagenomics, from sampling to analysis.
      ;
      • Li F.
      • Neves A.L.A.
      • Ghoshal B.
      • Guan L.L.
      Mining metagenomic and metatranscriptomic data for clues about microbial metabolic functions in ruminants.
      ).

      Rumen Microbiota Composition

      Ruminal bacteria are the most abundant members of rumen microbiota. They fermented ingested carbohydrates and lead to the production of VFA, CO2, and H2. Moreover, they produce newly synthesized microbial protein, lipids, and vitamins. The first-generation studies based on classical microbiology techniques focused on the metabolisms of the specific bacterial strains isolated from rumen contents, and depending on bacteria ability to degrade specific substrates, they were classified to different functional groups: cellulolytics, amylolytics, proteolytics, lipolytics, methanogens, saccharolytic, tanninolytic, pectinolytic, ureolytic, acetogenes, and acid utilizers (
      • Choudhury P.K.
      • Salem A.Z.M.
      • Singh R.
      • Puniya A.K.
      Rumen microbiology: An overview.
      ). In fact, although some bacterial strains are able to degrade a specific substrate, some other strains can metabolize more than one substrate. This is the case of Prevotella ruminicola, Prevotella bryantii, Prevotella albensis, Prevotella brevis, Butyrivibrio fibrisolvens, and Fibrobacter succinogenes, which may ferment both structural and nonstructural carbohydrates; conversely, the genus Selenomonas and Streptococcus bovis are more represented in the rumen of animals fed more soluble carbohydrate diets, as they are electively starch- and sugar-degrading bacteria (
      • Tajima K.
      • Aminov R.I.
      • Nagamine T.
      • Matsui H.
      • Nakamura M.
      • Benno Y.
      Diet-dependent shifts in the bacterial population of the rumen revealed with real-time PCR.
      ;
      • Ellison M.J.
      • Conant G.C.
      • Lamberson W.R.
      • Cockrum R.R.
      • Austin K.J.
      • Rule D.C.
      Diet and feed efficiency status affect rumen microbial profiles of sheep.
      ).
      The new advances in molecular techniques allow to evaluate the predominance in the rumen content of certain bacterial groups and their possible interactions with the other members of the microbiome. Several studies reported that the most represented phyla in rumen content of adult animals are Bacteroidetes, Firmicutes, and Proteobacteria, accounting for more than 80% of total bacteria (
      • Jami E.
      • Israel A.
      • Kotser A.
      • Mizrahi I.
      Exploring the bovine rumen bacterial community from birth to adulthood.
      ). The genus Prevotella has been indicated as one of the predominant members in the microbial community (
      • Pitta D.W.
      • Pinchak W.E.
      • Dowd S.E.
      • Osterstock J.
      • Gontcharova V.
      • Youn E.
      • Dorton K.
      • Yoon I.
      • Min B.R.
      • Fulford J.D.
      • Wickersham T.A.
      • Malinowski D.P.
      Rumen bacterial diversity dynamics associated with changing from bermudagrass hay to grazed winter wheat diets.
      ;
      • Morgavi D.P.
      • Kelly W.J.
      • Janssen P.H.
      • Attwood G.T.
      Ruminal microbial (meta)genomics and its application to ruminant production.
      ).
      • Henderson G.
      • Cox F.
      • Ganesh S.
      • Jonker A.
      • Young W.
      • Janssen P.H.
      Global Rumen Census Collaborators
      Rumen microbial community composition varies with diet and host, but a core microbiome is found across a wide geographical range.
      reported that Prevotella, Butyrivibrio, Ruminococcus, and other unclassified members of Lachnospiraceae, Ruminococcaceae, Bacteroidales, and Clostridiales accounted for 67.1% in a pool of bacterial sequence data collected from different ruminant species, in 5 continents and fed different diets; 70% of these bacteria were not within a formally recognized genus. Member of Fibrobacter and Veillonellaceae allowed the communities from cattle and goats respectively to cluster separately from the communities described in other herbivore species (
      • Henderson G.
      • Cox F.
      • Ganesh S.
      • Jonker A.
      • Young W.
      • Janssen P.H.
      Global Rumen Census Collaborators
      Rumen microbial community composition varies with diet and host, but a core microbiome is found across a wide geographical range.
      ). Also,
      • Nathani N.M.
      • Patel A.K.
      • Mootapally C.S.
      • Reddy B.
      • Shah S.V.
      • Lungaria P.M.
      • Kothari R.K.
      • Joshi C.G.
      Effect of roughage on rumen microbiota composition in the efficient feed converter and sturdy Indian Jaffrabadi buffalo (Bubalus bubalis).
      reported that, regardless of diet, the most abundant bacterial genera in buffalo rumen content were Prevotella and Bacteroides, ranging from 10 to 50%. These bacteria were present at higher percentages in the rumen liquid fraction, compared with the solid fraction. Similarly,
      • Jewell K.A.
      • McCormick C.A.
      • Odt C.L.
      • Weimer P.J.
      • Suen G.
      Ruminal bacterial community composition in dairy cows is dynamic over the course of two lactations and correlates with feed efficiency.
      reported that the prevailing bacterial genera, identified by sequencing the 16S rRNA gene, in the rumen content of dairy cows were Prevotella (40.15%), Butyrivibrio (2.38%), Ruminococcus (2.35%), Coprococcus (2.29%), and Succinoclasticum (2.28%), whereas the less represented (<1% of total bacterial community) phyla included members of the Spirochaetes, Fibrobacteres, Planctomycetes, and Verrucomicrobia. The total number of bacterial cells in the rumen seems to be around 1010 cells/mL (
      • Koike S.
      • Kobayashi Y.
      Development and use of competitive PCR assays for the rumen cellulolytic bacteria: Fibrobacter succinogenes, Ruminococcus albus and Ruminococcus flavefaciens..
      ;
      • Morgavi D.P.
      • Kelly W.J.
      • Janssen P.H.
      • Attwood G.T.
      Ruminal microbial (meta)genomics and its application to ruminant production.
      ) and more than 450 taxa have been reported (
      • Fouts D.E.
      • Szpakowski S.
      • Purushe J.
      • Torralba M.
      • Waterman R.C.
      • Macneil M.D.
      • Alexander L.J.
      • Nelson K.E.
      Next generation sequencing to define prokaryotic and fungal diversity in the bovine rumen.
      ).
      • Kong Y.
      • Teather R.
      • Foster R.
      Composition, spatial distribution, and diversity of the bacterial communities in the rumen of cows fed different forages.
      , investigating the microbiota of the rumen contents of cows fed different forages, found that members of Prevotella, Butyrivibrio, Lachnospiraceae, Pseudobutyrivibrio, and Ruminococcus were present in both the liquid and solid fraction, whereas bacteria of the genera Succiniclasticum, Anaerovorax, Succinivibrio, and Anaeroplasma were identified in the liquid fraction of the rumen; members of the genera Xylanibacter, Hallela, Lachnobacterium, Succiniclasticum, and Fibrobacter were present as loosely attached on particulates. Other genera, such as Papillibacter, Bulleidia, Anaerovorax, and Succinivibrio, were present as tightly attached to particles.
      The ciliate protozoa can account for up to the 50% of ruminal microbial biomass (
      • Choudhury P.K.
      • Salem A.Z.M.
      • Singh R.
      • Puniya A.K.
      Rumen microbiology: An overview.
      ). Although ruminants can live without the ciliate community in the rumen (defaunation), protozoa can play a pivotal role in rumen ecosystem: they live in symbiotic association with archaea, engulf organic matter particles and the bacteria, and seem to favor the activity of the consortium of bacteria operating fiber digestion (
      • Newbold C.J.
      • De La Fuente G.
      • Belanche A.
      • Ramos-Morales E.
      • McEwan N.R.
      The role of ciliate protozoa in the rumen.
      ). Protozoa play an active role in fiber, carbohydrate, protein, and lipid digestion; they produce VFA (particularly acetate, butyrate) and H2 (
      • Choudhury P.K.
      • Salem A.Z.M.
      • Singh R.
      • Puniya A.K.
      Rumen microbiology: An overview.
      ). Ciliate protozoa communities have been classified into 4 types: the A-type community, with Polyplastron multivesiculatum as the key species; the B-type community, with Epidinium ecaudatum and Eudiplodinium maggii as key species; the O-type community, which is composed only by species from Entodinium, Dasytricha, and Isotricha genera; and the K-type community, specific for cattle, with Elytroplastron bubali as the key species (
      • Kittelmann S.
      • Janssen P.H.
      Characterization of rumen ciliate community composition in domestic sheep, deer, and cattle, feeding on varying diets, by means of PCR-DGGE and clone libraries.
      ). Several studies reported that the protozoa of the genera Entodinium and Epidinium are dominant in the rumen microbial consortium.
      • Henderson G.
      • Cox F.
      • Ganesh S.
      • Jonker A.
      • Young W.
      • Janssen P.H.
      Global Rumen Census Collaborators
      Rumen microbial community composition varies with diet and host, but a core microbiome is found across a wide geographical range.
      reported that these genera accounted for the 54.7% of protozoal sequence data.
      • Kittelmann S.
      • Janssen P.H.
      Characterization of rumen ciliate community composition in domestic sheep, deer, and cattle, feeding on varying diets, by means of PCR-DGGE and clone libraries.
      characterized the ciliate protozoa composition in the rumen of sheep, deer, and cattle and found that in deer and sheep the predominant genera were Epidinium and Eudiplodinium (accounting for more than 80% of total ciliate), whereas in cattle the predominant genera were Ostracodinium (81–86% of total ciliate) and Polyplastron (7–11% of total ciliate). Other observed genera were Entodinium, Anoplodinium-Diplodinium, Dasytricha, and Isotricha (
      • Kittelmann S.
      • Janssen P.H.
      Characterization of rumen ciliate community composition in domestic sheep, deer, and cattle, feeding on varying diets, by means of PCR-DGGE and clone libraries.
      ). However, it is worth mentioning that larger protozoa such as Epidinium or Polyplastron tended to be overrepresented by a pyrosequencing approach compared with microscopic enumeration (
      • Newbold C.J.
      • De La Fuente G.
      • Belanche A.
      • Ramos-Morales E.
      • McEwan N.R.
      The role of ciliate protozoa in the rumen.
      ). Because the genome of ciliates contains a very high copy number of rRNA gene in the macronucleus, which may vary with life history, cell size, and growth of the cells, studies based on the rRNA gene copy number variation between and within ciliate species may make it difficult to infer the relative abundance of microbial eukaryotic cells in rumen samples. On the basis of this consideration, microscopic identification and counting is still the gold standard for analyzing ciliate protozoa in the rumen (
      • Newbold C.J.
      • De La Fuente G.
      • Belanche A.
      • Ramos-Morales E.
      • McEwan N.R.
      The role of ciliate protozoa in the rumen.
      ).
      Ruminal methanogenic archaea live in strict association with protozoa and bacteria and metabolize H2 and CO2 to produce methane (
      • Choudhury P.K.
      • Salem A.Z.M.
      • Singh R.
      • Puniya A.K.
      Rumen microbiology: An overview.
      ).
      • Henderson G.
      • Cox F.
      • Ganesh S.
      • Jonker A.
      • Young W.
      • Janssen P.H.
      Global Rumen Census Collaborators
      Rumen microbial community composition varies with diet and host, but a core microbiome is found across a wide geographical range.
      reported that the dominant methanogen archaea in herbivores (either wild or domesticated) were Methanobrevibacter gottschalkii and Methanobrevibacter ruminantium, which accounted for 74% of all archaea, followed by the less represented Methanosphaera sp. and 2 Methanomassiliicoccaceae-affiliated groups, regardless of the geographical distribution, animal species, and diet. These results confirmed those reported by
      • Snelling T.J.
      • Gneç B.
      • McKain N.
      • Watson M.
      • Waters S.M.
      • Creevey C.J.
      • Wallace R.J.
      Diversity and community composition of methanogenic archaea in the rumen of Scottish upland sheep assessed by different methods.
      , who found that Methanobrevibacter, Methanosphaera, and Methanobacteria genera were dominant in the rumen of mature grazing sheep. Also,
      • Kumar S.
      • Indugu N.
      • Vecchiarelli B.
      • Pitta D.W.
      Associative patterns among anaerobic fungi, methanogenic archaea, and bacterial communities in response to changes in diet and age in the rumen of dairy cows.
      found that the phylum Euryarchaeota with the genera Methanobrevibacter and Methanosphaera represented about 98% of the archaeal community in lactating cows.
      • Wang L.
      • Xu Q.
      • Kong F.
      • Yang Y.
      • Wu D.
      • Mishra S.
      • Li Y.
      Exploring the got rumen microbiome from seven days to two years.
      reported that archaea contributed only 3 to 4% of the goat rumen microbiome and found that this population was less sensitive to animal aging and diet than bacteria.
      The anaerobic fungi belong to the phylum of Neocallimastigomycota (
      • Liggenstoffer A.S.
      • Youssef N.H.
      • Couger M.B.
      • Elshahed M.S.
      Phylogenetic diversity and community structure of anaerobic fungi (phylum Neocallimastigomycota) in ruminant and non-ruminant herbivores.
      ). Although they are present in low numbers in the rumen content (106 cells/mL of rumen liquid), they play a major role in the degradation of dietary plant structural carbohydrates, thanks to their polysaccharide-degrading enzymatic pool (
      • Krause D.O.
      • Denman S.E.
      • Mackie R.I.
      • Morrison M.
      • Rae A.L.
      • Attwood G.T.
      • McSweeney C.S.
      Opportunities to improve fibre degradation in the rumen: Microbiology, ecology and genomics.
      ).
      • Kumar S.
      • Indugu N.
      • Vecchiarelli B.
      • Pitta D.W.
      Associative patterns among anaerobic fungi, methanogenic archaea, and bacterial communities in response to changes in diet and age in the rumen of dairy cows.
      found in the rumen content of dairy cows the known genera Casecomyces, Cyllamyces (which in primiparous cows accounted for up to 45% of total fungi), Orpinomyces, and other unidentified genera accounting for up to 75% of the total fungal community in cows fed different diets.
      Interactions between different microbial populations for the utilization of nutrients can occur in rumen communities, as some metabolites produced by some microbes are the needed substrate for the metabolism of other microorganisms. Several studies have investigated the correlation between the members of the rumen community.
      • Kumar S.
      • Indugu N.
      • Vecchiarelli B.
      • Pitta D.W.
      Associative patterns among anaerobic fungi, methanogenic archaea, and bacterial communities in response to changes in diet and age in the rumen of dairy cows.
      reported that bacteria of the family Prevotellaceae, of the genus Butyrivibrio, microorganisms close to the uncultured BS11, BF311 clones, and of the fungi belonging to Orpinomyces were not correlated with other genera; conversely, members of Prevotella, Bacteroidales, Paludibacter, Succinoclasticum, and members of Lachonspiraceae, Ruminococcus, and other Clostridia showed high co-occurrence with each other, with methanogens, and with fungi.
      • Belanche A.
      • Doreau M.
      • Edwards J.E.
      • Moorby J.M.
      • Pinloche E.
      • Newbold C.J.
      Shifts in the rumen microbiota due to the type of carbohydrate and level of protein ingested by dairy cattle are associated with changes in rumen fermentation.
      found a positive correlation between H2-producing microorganisms (bacteria, fungi, and protozoa) and H2-consuming microorganisms. This was further confirmed by
      • Kittelmann S.
      • Seedorf H.
      • Walters W.A.
      • Clemente J.C.
      • Knight R.
      • Gordon J.I.
      • Janssen P.H.
      Simultaneous amplicon sequencing to explore co-occurrence patterns of bacterial, archaeal and eukaryotic microorganisms in rumen microbial communities.
      , who found positive correlations between M. ruminantium and bacteria in the family Fibrobacteriaceae and between M. gottschalkii and bacteria of the family of Ruminococcaceae, indicating an association in which Fibrobacteriaceae and Ruminococcaceae produce substrates for rumen methanogens (formate and H2, respectively).
      • Nathani N.M.
      • Patel A.K.
      • Mootapally C.S.
      • Reddy B.
      • Shah S.V.
      • Lungaria P.M.
      • Kothari R.K.
      • Joshi C.G.
      Effect of roughage on rumen microbiota composition in the efficient feed converter and sturdy Indian Jaffrabadi buffalo (Bubalus bubalis).
      found that groups such as Fibrobacter and Firmicutes (within both fibrolytic bacterial are described) correlated positively with Spirochaetes, probably because the Spirochaetes decarboxylated the succinate formed by Fibrobacter, and correlated negatively with the Bacteroidetes.
      • Pitta D.W.
      • Pinchak W.E.
      • Dowd S.E.
      • Osterstock J.
      • Gontcharova V.
      • Youn E.
      • Dorton K.
      • Yoon I.
      • Min B.R.
      • Fulford J.D.
      • Wickersham T.A.
      • Malinowski D.P.
      Rumen bacterial diversity dynamics associated with changing from bermudagrass hay to grazed winter wheat diets.
      reported a positive association between Prevotella and Troponema, and between Ruminococcus and Tannerella in the rumen of wheat hay-fed steers. Troponema is known as a soluble-fiber-degrading group (
      • Ziolecki A.
      Isolation and characterization of large treponemes from the bovine rumen.
      ), whereas Ruminococcus is a cellulolytic group that can account for 106 cells/mL of rumen content (
      • Koike S.
      • Kobayashi Y.
      Development and use of competitive PCR assays for the rumen cellulolytic bacteria: Fibrobacter succinogenes, Ruminococcus albus and Ruminococcus flavefaciens..
      ). The activity of both Troponema and Ruminococcus can be considered as supportive for Prevotella and Tannerella, which have as elective substrate carbohydrates (
      • Wallace R.J.
      Gut microbiology – Broad genetic diversity, yet specific metabolic niches.
      ).
      • Kittelmann S.
      • Seedorf H.
      • Walters W.A.
      • Clemente J.C.
      • Knight R.
      • Gordon J.I.
      • Janssen P.H.
      Simultaneous amplicon sequencing to explore co-occurrence patterns of bacterial, archaeal and eukaryotic microorganisms in rumen microbial communities.
      reported significant correlations also between ciliate protozoa and fungi (i.e., negative correlation between Isotricha and anaerobic fungi of the BlackRhino group and positive correlation between Entodinium and Neocallimastix 1-group), although the ecological meaning of these associations remains to be unraveled.
      Overall, the current information about rumen microbiota composition suggests that a “core bacterial microbiome” exists, as defined by
      • Henderson G.
      • Cox F.
      • Ganesh S.
      • Jonker A.
      • Young W.
      • Janssen P.H.
      Global Rumen Census Collaborators
      Rumen microbial community composition varies with diet and host, but a core microbiome is found across a wide geographical range.
      . However, age (
      • Wang L.
      • Xu Q.
      • Kong F.
      • Yang Y.
      • Wu D.
      • Mishra S.
      • Li Y.
      Exploring the got rumen microbiome from seven days to two years.
      ), animal physiological state (
      • Dieho K.
      • van den Bogert B.
      • Handerson G.
      • Bannink A.
      • Ramiro-Garcia J.
      • Smidt H.
      • Dijkstra J.
      Changes in rumen microbiota composition and in situ degradation kinetics during the dry period and early lactation as affected by rate of increase of concentrate allowance.
      ), and feeding regimen (
      • Belanche A.
      • Doreau M.
      • Edwards J.E.
      • Moorby J.M.
      • Pinloche E.
      • Newbold C.J.
      Shifts in the rumen microbiota due to the type of carbohydrate and level of protein ingested by dairy cattle are associated with changes in rumen fermentation.
      ) can actively modulate the composition of ruminal microbiota. Nevertheless, data on the relative abundance of the members of ruminal microbial community should be taken with caution because different analytical techniques can lead to conflicting results (
      • Weimer P.J.
      Redundancy, resilience, and host specificity of the ruminal microbiota: Implications for engineering improved ruminal fermentations.
      ).

      DIETARY POLYPHENOLS

      The term PP refers to a wide class of plant secondary metabolites with a phenolic moiety, bearing at least one hydroxyl substituent. The PP can range from simple phenolics (e.g., ellagic and gallic acids), to dimeric or oligomeric compounds (e.g., procyanidins, lignans), or to polymeric compounds with high molecular weight (e.g., tannins;
      • Bravo L.
      Polyphenols: Chemistry, dietary sources, metabolism, and nutritional significance.
      ). They can occur conjugated mostly with sugar residues (glycosides), but also as a single compound with carboxylic and organic acids, amines, and lipids (aglycones;
      • Bravo L.
      Polyphenols: Chemistry, dietary sources, metabolism, and nutritional significance.
      ). Polyphenols are classified as flavonoids, the most common group of phenolics, or as nonflavonoids. Flavonoids are in general based on 2 aromatic rings linked by a bridge constituted by 3-carbon, with a C6-C3-C6 basic structure. The 3-carbon bridge usually forms an oxygenated heterocycle, resulting in a 3-ring structure formed of 15 carbons. According to the degree of oxidation of the heterocycle structure, the kind of sugar residue, and the degree of polymerization, flavonoids can be classified in flavonols, flavones, isoflavones, flavan-3-ols (or flavanols), flavanones, and anthocyanidins (
      • Bravo L.
      Polyphenols: Chemistry, dietary sources, metabolism, and nutritional significance.
      ). The polymerization of flavan-3-ols leads to the formation of condensed tannins (CT;
      • Bravo L.
      Polyphenols: Chemistry, dietary sources, metabolism, and nutritional significance.
      ). The degree of polymerization of CT can account for 50 or more units with a molecular weight of up to 30,000 Da. Usually, in the literature only oligomeric proanthocyanidins are reported (with a molecular weight around 5,000 Da) because the high polymeric compounds are difficult to analyze (
      • Schofield P.
      • Mbugua D.M.
      • Pell A.N.
      Analysis of condensed tannins: A review.
      ). High molecular weight CT are insoluble. On the basis of differences in the hydroxyl substitution patterns and in the relative stereochemistry of the C-2 and C-3 substituents in the aromatic ring, it is possible to obtain several products of polymerization of flavan-3-ols: catechin, epicatechin gallate, epigallocatechin, epigallocatechin gallate, proanthocyanidins, theaflavins, and thearubigins. Procyanidins are a special class of proanthocyanidins derived by the polymerization of epicathechin units.
      Among nonflavonoid compounds, there are phenolic acids, hydrolyzable tannins (HT), and stilbenes. Phenolic acids derive from benzoic acid and hydroxycinnamic acid and they can be simple phenols (C6 structure, such as phenol or thymol) or with a C6-C1 structure, such as gallic or vanillic acid (
      • Bravo L.
      Polyphenols: Chemistry, dietary sources, metabolism, and nutritional significance.
      ). Hydrolyzable tannins are classified as gallotannins and ellagitannins. In the first case, the core of HT is a glucose esterified to gallic acid, whereas in the second case glucose is esterified to both hexahydroxydiphenic acid (also named ellagic acid) and gallic acid. These tannins are hydrolyzable with acid, alkali, and hot water, and by enzymatic action.
      The PP have been largely studied for their biological role in plants, antioxidant activity and health-promoting effects in humans (
      • Shahidi F.
      • Ambigaipalan P.
      Phenolics and polyphenolics in foods, beverages and spices: Antioxidant activity and health effects - A review.
      ), and their effects on animal nutrition and production (
      • Makkar H.P.S.
      Effects and fate of tannins in ruminant animals, adaptation to tannins, and strategies to overcome detrimental effects of feeding tannin-rich feeds.
      ;
      • Patra A.K.
      • Saxena J.
      Exploitation of dietary tannins to improve rumen metabolism and ruminant nutrition.
      ).
      The occurrence of PP in herbivores' diets is very common, especially for grazing animals.
      • Fraisse D.
      • Carnat A.
      • Viala D.
      • Pradel P.
      • Besle J.-M.
      • Coulon J.-B.
      • Felgines C.
      • Lamaison J.-L.
      Polyphenolic composition of a permanent pasture: Variations related to the period of harvesting.
      determined the phenolic fractions (phenolic acids, flavonoids, and total phenols) over 43 botanical species of the pasture at 3 stages of growth and detected about 170 different phenolic compounds consisting of dihydroxycinnamic derivatives and flavonoids. The same study estimated that a grazing cow could consume up to 500 g per day of PP. Most legume forages present in swards contain PP, for example, sulla (Hedysarum coronarium;
      • Priolo A.
      • Bella M.
      • Lanza M.
      • Galofaro V.
      • Biondi L.
      • Barbagallo D.
      • Ben Salem H.
      • Pennisi P.
      Carcass and meat quality of lambs fed fresh sulla (Hedysarum coronarium L.) with or without polyethylene glycol or concentrate.
      ), birdsfoot trefoil (Lotus corniculatus), big trefoil (Lotus pedunculatus;
      • Barry T.N.
      • McNabb W.C.
      The implications of condensed tannins on the nutritive value of temperate forages fed to ruminants.
      ), vetch (Vicia sativa;
      • Cabiddu A.
      • Salis L.
      • Tweed J.K.S.
      • Molle G.
      • Decandia M.
      • Lee M.R.F.
      The influence of plant polyphenols on lipolysis and biohydrogenation in dried forages at different phenological stages: in vitro, study.
      ), sainfoin (Onobrychis coronarium), and sericea (Lespedeza cuneata;
      • Puchala R.
      • Min B.R.
      • Goetsch A.L.
      • Sahlu T.
      The effect of a condensed tannin-containing forage on methane emission by goats.
      ). In many regions, considering the competition between human being and livestock farming for the use of lands and water, herbivores graze wild bushes rich in PSC (
      • Landau S.
      • Perevolotsky A.
      • Bonfil D.
      • Silanikove N.
      Utilization of low quality resources by small ruminants in Mediterranean agro-pastoral systems: the case of browse and aftermath cereal stubble.
      ). Similarly, in dry areas, seeding low-water-consuming crops is a strategy for overcoming water scarcity and supporting livestock farming. This is the case for some pasture species such as safflower (Carthamus tinctorius;
      • Landau S.
      • Molle G.
      • Fois N.
      • Friedman S.
      • Barkai D.
      • Decandia M.
      • Cabiddu A.
      • Dvash L.
      • Sitzia M.
      Safflower (Carthamus tinctorius L.) as a novel pasture species for daily sheep in the Mediterranean conditions of Sardinia and Israel.
      ) or chicory (Cichorium intybus;
      • Molle G.
      • Decandia M.
      • Cabiddu A.
      • Landau S.Y.
      • Cannas A.
      An update on the nutrition of dairy sheep grazing Mediterranean pastures.
      ), which are rich in PP. In dry areas of the Mediterranean, sheep and goats browse tree leaves rich in tannins such as acacia (Acacia cyanophylla) or the argan tree (Argania spinosa) or are fed local marginal feeding resources rich in tannins, such as carob (Ceratonia siliqua) or pods (
      • Vasta V.
      • Nudda A.
      • Cannas A.
      • Lanza M.
      • Priolo A.
      Alternative feed resources and their effects on the quality of meat and milk from small ruminants.
      ).
      The use of agro-industry by-products and food waste is another important part of the global strategy to reduce the environmental impact of livestock production and the competition for arable land between food and feed products (
      • Makkar H.P.S.
      • Ankers P.
      Towards sustainable animal diets. A survey-based study.
      ;
      • Flachowsky G.
      • Meyer U.
      • Südekum K.H.
      Land use for edible protein of animal origin—A review.
      ). Agro-industry by-products may contain considerable amounts of PSC, including different kind of PP, such as tannins or flavonoids (
      • Makkar H.P.S.
      Effects and fate of tannins in ruminant animals, adaptation to tannins, and strategies to overcome detrimental effects of feeding tannin-rich feeds.
      ;
      • Vasta V.
      • Luciano G.
      The effects of dietary consumption of plants secondary compounds on small ruminants' products quality.
      ).
      Due to the relevant effects of PP on animal nutrition and performance (see below), a large number studies have been conducted by testing tannin-rich feed or pure tannin extracts (such as quebracho tannins, chestnut tannins, tannic acid, gallic acid) or other phenolic compounds (e.g., quercetin, a flavonoid) both in vitro and in vivo. In the present manuscript, for each study quoted, it is specified what type of PP has been used.

      Effects of Dietary PP on Nutrition and Performance in Dairy Ruminants

      Several studies are available in the literature about the effects of PP on ruminant nutrition. In particular, tannins have anti-bloat properties (
      • Lees G.L.
      Condensed tannins in some forage legumes: their role in the prevention of ruminant pasture bloat.
      ), improve nitrogen utilization (
      • Patra A.K.
      • Saxena J.
      Exploitation of dietary tannins to improve rumen metabolism and ruminant nutrition.
      ), reduce methane production (
      • Kumar S.
      • Choudhury P.K.
      • Carro M.D.
      • Griffith G.W.
      • Dagar S.S.
      • Puniya M.
      • Calabro S.
      • Ravella S.R.
      • Dhewa T.
      • Upadhyay R.C.
      • Sirohi S.K.
      • Kundu S.S.
      • Wanapat M.
      • Puniya A.K.
      New aspects and strategies for methane mitigation from ruminants.
      ), have anti-helmintic effect (
      • Min B.R.
      • Barry T.N.
      • Attwood G.T.
      • McNabb W.C.
      The effect of condensed tannins on the nutrition and health of ruminants fed fresh temperate forages: A review.
      ), interfere with the BH of fatty acids, and consequently, contribute to modulate the fatty acid profile of ruminant products (
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      ;
      • Toral P.G.
      • Hervás G.
      • Bichi E.
      • Belenguer A.
      • Frutos P.
      Tannins as fed additives to modulate ruminal biohydrogenation: Effects on animal performance, milk fatty acid composition and ruminal fermentation in dairy ewes fed a diet containing sunflower oil.
      ).
      Data on the effects of dietary PP on ruminant nutrition and performance have been extensively reviewed in the past, especially in the case of tannins (both CT and HT), by considering either the addition of purified substances or the natural PP present in forages and concentrate feed ingredients (
      • Makkar H.P.S.
      Effects and fate of tannins in ruminant animals, adaptation to tannins, and strategies to overcome detrimental effects of feeding tannin-rich feeds.
      ;
      • Min B.R.
      • Barry T.N.
      • Attwood G.T.
      • McNabb W.C.
      The effect of condensed tannins on the nutrition and health of ruminants fed fresh temperate forages: A review.
      ;
      • Waghorn G.C.
      Beneficial and detrimental effects of dietary condensed tannins for sustainable sheep and goat production – Progress and challenges.
      ).
      Hence, in the present paragraph only a brief summary of the main effects of PP on dairy ruminant nutrition and performance is reported, remanding to the above reported reviews for a more complete discussion. Where the species is not reported, the effects must be considered for ruminants in general.
      According to
      • Frutos P.
      • Hervas G.
      • Giraldez F.J.
      • Mantecon A.R.
      Review. Tannins and ruminant nutrition.
      , the total amount of dietary PP may affect the voluntary feed intake. Indeed, high doses of tannins (both CT and HT) significantly reduced the voluntary feed intake and animal performance, if compared with low or medium doses. This was probably due to the reduction of palatability of diets caused by the astringent activity of tannins (
      • Patra A.K.
      • Saxena J.
      Exploitation of dietary tannins to improve rumen metabolism and ruminant nutrition.
      ). Although differences have been reported according to the nature of tannins, in dairy sheep practice doses are usually considered between 20 and 40 g per head and day (
      • Toral P.G.
      • Hervás G.
      • Bichi E.
      • Belenguer A.
      • Frutos P.
      Tannins as fed additives to modulate ruminal biohydrogenation: Effects on animal performance, milk fatty acid composition and ruminal fermentation in dairy ewes fed a diet containing sunflower oil.
      ;
      • Buccioni A.
      • Pauselli M.
      • Viti C.
      • Minieri S.
      • Pallara G.
      • Roscini V.
      • Rapaccini S.
      • Trabalza Marinucci M.
      • Lupi P.
      • Conte G.
      • Mele M.
      Milk fatty acid composition, rumen microbial population, and animal performances in response to diets rich in linoleic acid supplemented with chestnut or quebracho tannins in dairy ewes.
      ,
      • Buccioni A.
      • Serra A.
      • Minieri S.
      • Mannelli F.
      • Cappucci A.
      • Benvenuti D.
      • Rapaccini S.
      • Conte G.
      • Mele M.
      Milk production, composition, and milk fatty acid profile from grazing sheep fed diets supplemented with chestnut tannin extract and extruded linseed.
      ).
      Regarding milk production, contrasting results are reported in the literature. In most cases, no effects have been reported, irrespective of the type of PP and of the use of pure extracts or agro-industry by-products in both dairy cows (
      • Dschaak C.M.
      • Williams C.M.
      • Holt M.S.
      • Eun J.S.
      • Young A.J.
      • Min B.R.
      Effects of supplementing condensed tannin extract on intake, digestion, ruminal fermentation, and milk production of lactating dairy cows.
      ;
      • Moate P.J.
      • Williams S.R.
      • Torok V.A.
      • Hannah M.C.
      • Ribaux B.E.
      • Tavendale M.H.
      • Eckard R.J.
      • Jacobs J.L.
      • Auldist M.J.
      • Wales W.
      Grape marc reduces methane emissions when fed to dairy cows.
      ) and dairy sheep (
      • Abbeddou S.
      • Rischkowsky B.
      • Richter E.K.
      • Hess H.D.
      • Kreuzer M.
      Modification of milk fatty acid composition by feeding forages and agro-industrial byproducts from dry areas to Awassi sheep.
      ;
      • Toral P.G.
      • Hervás G.
      • Bichi E.
      • Belenguer A.
      • Frutos P.
      Tannins as fed additives to modulate ruminal biohydrogenation: Effects on animal performance, milk fatty acid composition and ruminal fermentation in dairy ewes fed a diet containing sunflower oil.
      ;
      • Buccioni A.
      • Pauselli M.
      • Viti C.
      • Minieri S.
      • Pallara G.
      • Roscini V.
      • Rapaccini S.
      • Trabalza Marinucci M.
      • Lupi P.
      • Conte G.
      • Mele M.
      Milk fatty acid composition, rumen microbial population, and animal performances in response to diets rich in linoleic acid supplemented with chestnut or quebracho tannins in dairy ewes.
      ). On the other hand, positive effects of tannin-rich plants on milk yield and urea content have been well documented in the literature for dairy ewes (
      • Molle G.
      • Decandia M.
      • Cabiddu A.
      • Landau S.Y.
      • Cannas A.
      An update on the nutrition of dairy sheep grazing Mediterranean pastures.
      ). Positive results on milk yield have been also reported in grazing ewes supplemented with chestnut tannins (
      • Buccioni A.
      • Serra A.
      • Minieri S.
      • Mannelli F.
      • Cappucci A.
      • Benvenuti D.
      • Rapaccini S.
      • Conte G.
      • Mele M.
      Milk production, composition, and milk fatty acid profile from grazing sheep fed diets supplemented with chestnut tannin extract and extruded linseed.
      ).
      Overall, although some contrasting results are still present in the literature, mainly due to the heterogeneity of the composition of dietary PP, it is possible to state that low to moderate amounts of tannins (from 1 to 2% of total DMI) in the diet of dairy ruminants did not result in any detrimental effect on animal performance.

      Effect of PP on Rumen Microbiota

      Early studies on the effects of dietary PP focused mostly on the effect of tannins on ruminants' performance and feed utilization efficiency: in fact, tannins have been shown to possess both detrimental and favorable effects, depending on the diet composition, the animal species, the tannin source, and the level of their inclusion in the diet (
      • Frutos P.
      • Hervas G.
      • Giraldez F.J.
      • Mantecon A.R.
      Review. Tannins and ruminant nutrition.
      ;
      • Waghorn G.C.
      Beneficial and detrimental effects of dietary condensed tannins for sustainable sheep and goat production – Progress and challenges.
      ). Tannins might have a toxic effect on some rumen microbes, by altering the permeability of membranes (
      • Frutos P.
      • Hervas G.
      • Giraldez F.J.
      • Mantecon A.R.
      Review. Tannins and ruminant nutrition.
      ). Moreover, tannins may inhibit the enzyme activity of ruminal microorganisms (
      • Jones G.A.
      • McAllister T.A.
      • Muir A.D.
      • Cheng K.-J.
      Effects of sainfoin (Onobrichys viciifolia Scop.) condensed tannins on growth and proteolysis by four strains of ruminal bacteria.
      ). However, the toxic effect is strongly dependent on the dose and the nature of tannins as well as the bacteria species. For instance, an in vitro study demonstrated that the activity of proanthocyanidin against Clostridium aminophilum, B. fibrisolvens, and Clostridium proteoclasticum depended to their chemical structure, whereas the growth of Ruminococcus albus and Peptostreptococcus anaerobius was strongly affected, regardless of the fraction of proanthocyanidin adopted or the dose applied (
      • Sivakumaran S.
      • Meagher L.
      • Foo L.Y.
      • Lane G.A.
      • Fraser K.
      • Rumball W.
      Floral procyanidins of the forage legume red clover (Trifolium pratense L.).
      ). Condensed tannins have a direct inhibitory effect on hemicellulases, endoglucanase, and proteolytic enzymes of several rumen microbes such as F. succinogenes, B. fibrisolvens, Ruminobacter amylophilus, and S. bovis (
      • Jones G.A.
      • McAllister T.A.
      • Muir A.D.
      • Cheng K.-J.
      Effects of sainfoin (Onobrichys viciifolia Scop.) condensed tannins on growth and proteolysis by four strains of ruminal bacteria.
      ;
      • Bhat T.K.
      • Singh B.
      • Sharma O.P.
      Microbial degradation of tannins–A current perspective.
      ). Conversely, P. ruminicola is able to counteract the negative effect of tannins by producing protective extracellular material (
      • Jones G.A.
      • McAllister T.A.
      • Muir A.D.
      • Cheng K.-J.
      Effects of sainfoin (Onobrichys viciifolia Scop.) condensed tannins on growth and proteolysis by four strains of ruminal bacteria.
      ). Moreover, in the case of HT, several microorganisms, belonging to both bacteria and fungi, are able to completely degrade gallic acid (the main component of HT) to acetate and butyrate (
      • Bhat T.K.
      • Singh B.
      • Sharma O.P.
      Microbial degradation of tannins–A current perspective.
      ). Since these observations, several studies were conducted to assess the effect of tannins and other PP on ruminal microorganisms.
      The new generation of molecular techniques is opening a window into the effect of PP on rumen microbiota. It has been reported that supplementing heifers a mixture of PP (mostly flavonoids) and essential oil, compared with the control animals, increased many taxa of the Bacteroidetes, Firmicutes, and Tenericutes and reduced the phyla Proteobacteria, Verrucomicrobia, and Actinobacteria (based on classification of the 16S rRNA gene;
      • De Nardi R.
      • Marchesini G.
      • Li S.
      • Plaizer K.J.C.
      • Gianesella M.
      • Ricci R.
      • Andrighetto I.
      • Segato S.
      Metagenomic analysis of rumen microbial population in dairy heifers fed a high grain diet supplemented with dicarboxylic acids or polyphenols.
      ).
      • Vasta V.
      • Yáñez-Ruiz D.R.
      • Mele M.
      • Serra A.
      • Luciano G.
      • Lanza M.
      • Biondi L.
      • Priolo A.
      Bacterial and protozoal communities and fatty acid profile in the rumen of sheep fed a diet containing added tannins.
      found that supplementing lambs quebracho tannins (which are CT) had a strong effect on ruminal microbiota, as the microbial community (determined by T-RFLP on bacterial 16S rRNA gene) of rumen contents of animals receiving or not the supplement clustered separately (
      • Vasta V.
      • Bessa R.J.B.
      Manipulating ruminal biohydrogenation by the use of plants bioactive compounds.
      ). A specific interest has also been devoted to the effect of PP on the metabolism of rumen microbes, especially with regard to ruminal BH, methane production, and nitrogen utilization.

      Effect of PP on the Microbiota Operating the BH of Fatty Acids

      The BH is the progressive isomerization and saturation of dietary UFA performed by ruminal microorganisms. The UFA present in the diet of ruminants are mainly linoleic acid (cis-9,cis-12 C18:2; LA), α-linolenic acid (cis-9,cis-12,cis-15 C18:3; LNA) and, to a minor extent, MUFA, such as oleic acid (cis-9 C18:1). The BH process starts with the lipolysis of the dietary triglycerides, phospholipids, and glycolipids to obtain free UFA. Then, most of the UFA released by lipolysis are subjected to sequential steps of isomerization and saturation to obtain stearic acid (C18:0; SA) as the end point. During the process, according to the initial UFA and to the biochemical pathway activated by rumen microbes, many positional and geometrical isomers of C18:3, C18:2, and C18:1 fatty acids may be produced (
      • Shingfield K.J.
      • Bernard L.
      • Leroux C.
      • Chilliard Y.
      Role of trans fatty acids in the nutritional regulation of mammary lipogenesis in ruminants.
      ). In the first steps of BH, a bacterial isomerase produces conjugated isomers of LNA and LA, mostly associated with the isomerization of cis-12 double bound. In the next steps, the most common BH pathway for both LA and LNA produces vaccenic acid (trans-11 C18:1; VA) as the main monounsaturated intermediate. However, specific rumen conditions, associated with several variation factors, may result in shifts of the biochemical pathways associated with rumen BH processes. The main variation factors able to affect rumen BH pathways are animal species, diet composition (i.e., amount and type of forage, amount of starch and its rumen degradability), rumen pH, passage rate of rumen digesta, amount and type of dietary fat supplementation, and specific dietary ingredients able to interact with rumen microbes, including some PSC (
      • Shingfield K.J.
      • Bernard L.
      • Leroux C.
      • Chilliard Y.
      Role of trans fatty acids in the nutritional regulation of mammary lipogenesis in ruminants.
      ).
      The first step of the BH process, lipolysis, is mainly related to the presence of lipases produced by a restricted number of bacteria. The best-known bacterium able to efficiently produce extracellular lipases is Anaerovibrio lipolytica. However, lipolytic activity has been reported also for different species of the genus Butyrivibrio and, more recently, for rumen bacteria belonging to the Clostridium, Propionibacterium, Staphylococcus, and Selenomonas genera and for a Pseudomonas aeruginosa strain (
      • Unni K.N.
      • Priji P.
      • Sajith S.
      • Faisal P.A.
      • Benjamin S.
      Pseudomonas aeruginosa strain BUP2, a novel bacterium inhabiting the rumen of Malabari goat, produces an efficient lipase.
      ;
      • Enjalbert F.
      • Combes S.
      • Zened A.
      • Meynadier A.
      Rumen microbiota and dietary fat: a mutual shaping.
      ).
      With regard to the further steps of BH after lipolysis, pioneer studies indicated B. fibrisolvens as responsible for the BH (
      • Kepler C.R.
      • Tove S.B.
      Biohydrogenation of unsaturated fatty acids III. Purification and properties of a linoleate Δ12-cis, Δ11-trans-isomerase from Butyrivibrio fibrisolvens..
      ). Subsequently, other bacteria were shown to participate in the BH such as Butyrivibrio hungatei (
      • van de Vossenberg J.L.
      • Joblin K.N.
      Biohydrogenation of C18 unsaturated fatty acids to stearic acid by a strain of Butyrivibrio hungatei from the bovine rumen.
      ), strains of Clostridium (
      • Wallace R.J.
      • Chaudhary L.C.
      • McKain N.
      • McEwan N.R.
      • Richardson A.J.
      • Vercoe P.E.
      • Walker N.D.
      • Paillard D.
      Clostridium proteoclasticum: A ruminal bacterium that forms stearic acid from linoleic acid.
      ;
      • Peng S.S.
      • Deng M.-D.
      • Grund A.D.
      • Rosson R.A.
      Purification and characterization of a membrane-bound linoleic acid isomerase from Clostridium sporogenes..
      ), Propionibacterium (
      • Rainio A.
      • Vahvaselkä M.
      • Suomalainen T.
      • Laakso S.
      Production of conjugated linoleic acid by Propionibacterium freudenreichii spp. shermanii..
      ), and Eubacterium (
      • Verhulst A.
      • Parmentier G.
      • Janssen G.
      • Asselberghs S.
      • Eyssen H.
      Biotransformation of unsaturated long-chain fatty acids by Eubacterium lentum..
      ). More recently, the application of DGGE technique to the study of the rumen microbiota composition from cows fed increasing amounts of fish oil revealed that as yet uncultured bacteria phylogenetically classified as Prevotella, Lachnospiraceae incertae sedis, and unclassified Bacteroidales, Clostridiales, and Ruminococcaceae may play a predominant role in ruminal BH (
      • Huws S.A.
      • Kim E.J.
      • Lee M.R.F.
      • Scott M.B.
      • Tweed J.K.S.
      • Pinloche E.
      • Wallace R.J.
      • Scollan N.D.
      As yet uncultured bacteria phylogenerically classified as Prevotella, Lachnospiraceae incertae sedis and unclassified Bacteroidales, Clostridiales and Ruminococcaceae may play a predominant role in ruminal biohydrogenation.
      ). These results have been subsequently confirmed by studies based on NGS approaches (
      • Toral P.G.
      • Belenguer B.A.
      • Shingfield K.J.
      • Hervas G.
      • Toivonen V.
      • Frutos P.
      Fatty acid composition and bacterial community changes in the rumen fluid of lactating sheep fed sunflower oil plus incremental levels of marine algae.
      ;
      • Petri R.M.
      • Mapiye C.
      • Dugan M.E.R.
      • McAllister T.A.
      Subcutaneous adipose fatty acid profiles and related rumen bacterial populations of steers fed red clover or grass hay diets containing flax or sunflower-seed.
      ;
      • Bainbridge M.L.
      • Cersosimo L.M.
      • Wright A.D.G.
      • Kraft J.
      Rumen bacterial communities shift across a lactation in Holstein, Jersey and Holstein 9 Jersey dairy cows and correlate to rumen function, bacterial fatty acid composition and production parameters.
      ).
      • Toral P.G.
      • Belenguer B.A.
      • Shingfield K.J.
      • Hervas G.
      • Toivonen V.
      • Frutos P.
      Fatty acid composition and bacterial community changes in the rumen fluid of lactating sheep fed sunflower oil plus incremental levels of marine algae.
      in dairy sheep,
      • Petri R.M.
      • Mapiye C.
      • Dugan M.E.R.
      • McAllister T.A.
      Subcutaneous adipose fatty acid profiles and related rumen bacterial populations of steers fed red clover or grass hay diets containing flax or sunflower-seed.
      in steers, and
      • Bainbridge M.L.
      • Cersosimo L.M.
      • Wright A.D.G.
      • Kraft J.
      Rumen bacterial communities shift across a lactation in Holstein, Jersey and Holstein 9 Jersey dairy cows and correlate to rumen function, bacterial fatty acid composition and production parameters.
      in dairy cows did not find any correlation between the relative abundance of members of the genus Butyrivibrio with the intermediate and final products of BH. On the contrary, similar to
      • Huws S.A.
      • Kim E.J.
      • Lee M.R.F.
      • Scott M.B.
      • Tweed J.K.S.
      • Pinloche E.
      • Wallace R.J.
      • Scollan N.D.
      As yet uncultured bacteria phylogenerically classified as Prevotella, Lachnospiraceae incertae sedis and unclassified Bacteroidales, Clostridiales and Ruminococcaceae may play a predominant role in ruminal biohydrogenation.
      , they reported significant correlations between BH products and the relative abundance of as yet uncultured Lachnospiraceae or bacteria belonging to Quinella genera (
      • Toral P.G.
      • Belenguer B.A.
      • Shingfield K.J.
      • Hervas G.
      • Toivonen V.
      • Frutos P.
      Fatty acid composition and bacterial community changes in the rumen fluid of lactating sheep fed sunflower oil plus incremental levels of marine algae.
      ), Flavobacterium sp., Anerophaga, Fibrobacter, Guggenheimella, Paludibacter, Pseudozobellia (
      • Petri R.M.
      • Mapiye C.
      • Dugan M.E.R.
      • McAllister T.A.
      Subcutaneous adipose fatty acid profiles and related rumen bacterial populations of steers fed red clover or grass hay diets containing flax or sunflower-seed.
      ), and Acetobacter (
      • Bainbridge M.L.
      • Cersosimo L.M.
      • Wright A.D.G.
      • Kraft J.
      Rumen bacterial communities shift across a lactation in Holstein, Jersey and Holstein 9 Jersey dairy cows and correlate to rumen function, bacterial fatty acid composition and production parameters.
      ).
      With regard to protozoa, it seems to be unlikely that they contribute to BH through their enzymatic pool; instead they favor the outflow of BH intermediates to the intestine, as they engulf the bacteria that operate the BH (
      • Lourenço M.
      • Ramos-Morales E.
      • Wallace R.J.
      The role of microbes in rumen lipolysis and biohydrogenation and their manipulation.
      ).
      The hypothesis that dietary PP could alter the activity of the ruminal microorganisms responsible for BH was first formulated by
      • Priolo A.
      • Bella M.
      • Lanza M.
      • Galofaro V.
      • Biondi L.
      • Barbagallo D.
      • Ben Salem H.
      • Pennisi P.
      Carcass and meat quality of lambs fed fresh sulla (Hedysarum coronarium L.) with or without polyethylene glycol or concentrate.
      , as they observed that the meat of animals receiving sulla (H. coronarium, a CT-rich legume) contained greater proportion of LNA compared with the meat of animals receiving sulla plus polyethylene glycol (a tanning-binding agent) supplementation. In fact,
      • Jones G.A.
      • McAllister T.A.
      • Muir A.D.
      • Cheng K.-J.
      Effects of sainfoin (Onobrichys viciifolia Scop.) condensed tannins on growth and proteolysis by four strains of ruminal bacteria.
      found that the tannins present in sainfoin inhibited the in vitro growth and caused morphological changes of B. fibrisolvens A38. Subsequently, several studies confirmed that the inclusion of tannins into animals' diet (
      • Vasta V.
      • Mele M.
      • Serra A.
      • Scerra M.
      • Luciano G.
      • Lanza M.
      • Priolo A.
      Metabolic fate of fatty acids involved in ruminal biohydrogenation in sheep fed concentrate or herbage with or without tannins.
      ) or into in vitro systems (
      • Khiaosa-Ard R.
      • Bryner S.F.
      • Scheeder M.E.L.
      • Wettstein H.-R.
      • Leiber F.
      • Kreuzer M.
      • Soliva C.R.
      Evidence for the inhibition of the terminal step of ruminal α-linolenic acid biohydrogenation by condensed tannins.
      ;
      • Vasta V.
      • Makkar H.P.S.
      • Mele M.
      • Priolo A.
      Ruminal biohydrogenation as affected by tannins in vitro..
      ;
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      ) led to the accumulation of VA and to a reduction of SA compared with PP-free control treatments. These results suggested that PP could affect in a different manner those bacteria responsible for the formation of VA from LA and LNA and the bacteria that convert the VA into SA.
      Table 1 summarizes the results obtained in different studies on the effect of PP on the BH and ruminal microorganisms. In the table, both in vitro and in vivo studies were reported, selecting those studies where pure PP or extracts have been adopted. The major part of the studies dealt with HT or CT and only one study was focused on nontannic PP (papaya extracts,
      • Jafari S.
      • Meng G.Y.
      • Rajion M.A.
      • Jahromi M.F.
      • Ebrahimi M.
      Manipulation of rumen microbial fermentation by poliphenol rich solvent fractions from papaya leaf to reduce green-house gas methane and biohydrogenation of C18 PUFA.
      ).
      Table 1The effect of polyphenols on ruminal microorganism abundance, on the biohydrogenation (BH) of dietary PUFA, and on the content of individual fatty acids involved in the BH process
      Item
      VA = vaccenic acid; SA = stearic acid; LA = linoleic acid; LNA = linolenic acid; RA = rumenic acid; LAB = liquid-associated bacteria; SAB = solid-associated bacteria.
      Effect
      The effects (↓ = decrease ↑ = increase; ≈ = unchanged) of polyphenols are evaluated in comparison to control treatments (i.e., diets or feed not containing polyphenols).
      Polyphenol source (dose)Type of studyReference
      Butyrivibrio proteoclasticusChestnut (16 g/kg of DMI)In vivo (sheep)
      • Buccioni A.
      • Pauselli M.
      • Viti C.
      • Minieri S.
      • Pallara G.
      • Roscini V.
      • Rapaccini S.
      • Trabalza Marinucci M.
      • Lupi P.
      • Conte G.
      • Mele M.
      Milk fatty acid composition, rumen microbial population, and animal performances in response to diets rich in linoleic acid supplemented with chestnut or quebracho tannins in dairy ewes.
      Quebracho (16 g/kg of DMI)In vivo (sheep)
      • Buccioni A.
      • Pauselli M.
      • Viti C.
      • Minieri S.
      • Pallara G.
      • Roscini V.
      • Rapaccini S.
      • Trabalza Marinucci M.
      • Lupi P.
      • Conte G.
      • Mele M.
      Milk fatty acid composition, rumen microbial population, and animal performances in response to diets rich in linoleic acid supplemented with chestnut or quebracho tannins in dairy ewes.
      Quebracho (9.6% of concentrate DM)In vivo (sheep)
      • Vasta V.
      • Yáñez-Ruiz D.R.
      • Mele M.
      • Serra A.
      • Luciano G.
      • Lanza M.
      • Biondi L.
      • Priolo A.
      Bacterial and protozoal communities and fatty acid profile in the rumen of sheep fed a diet containing added tannins.
      Butyrivibrio fibrisolvensPapaya extracts (15 mg/250 mg of DM)In vitro
      • Jafari S.
      • Meng G.Y.
      • Rajion M.A.
      • Jahromi M.F.
      • Ebrahimi M.
      Manipulation of rumen microbial fermentation by poliphenol rich solvent fractions from papaya leaf to reduce green-house gas methane and biohydrogenation of C18 PUFA.
      Chestnut (16 g/kg of DMI)In vivo (sheep)
      • Buccioni A.
      • Pauselli M.
      • Viti C.
      • Minieri S.
      • Pallara G.
      • Roscini V.
      • Rapaccini S.
      • Trabalza Marinucci M.
      • Lupi P.
      • Conte G.
      • Mele M.
      Milk fatty acid composition, rumen microbial population, and animal performances in response to diets rich in linoleic acid supplemented with chestnut or quebracho tannins in dairy ewes.
      Quebracho (16 g/kg of DMI)In vivo (sheep)
      • Buccioni A.
      • Pauselli M.
      • Viti C.
      • Minieri S.
      • Pallara G.
      • Roscini V.
      • Rapaccini S.
      • Trabalza Marinucci M.
      • Lupi P.
      • Conte G.
      • Mele M.
      Milk fatty acid composition, rumen microbial population, and animal performances in response to diets rich in linoleic acid supplemented with chestnut or quebracho tannins in dairy ewes.
      Quebracho (9.6% of concentrate DM)In vivo (sheep)
      • Vasta V.
      • Yáñez-Ruiz D.R.
      • Mele M.
      • Serra A.
      • Luciano G.
      • Lanza M.
      • Biondi L.
      • Priolo A.
      Bacterial and protozoal communities and fatty acid profile in the rumen of sheep fed a diet containing added tannins.
      B. fibrisolvens; VAQuebracho (10% diet DM)In vitro
      • Ishlak A.
      • Günal M.
      • AbuGhazaleh A.A.
      The effects of cinnamaldehyde, monensin and quebracho condensed tannin on rumen fermentation, biohydrogenation and bacteria in continuous culture system.
      B. fibrisolvens; VAQuercitin (2 g/kg of diet DM)In vivo (sheep)
      • Andrés A.
      • Bodas R.
      • Tejido M.L.
      • Giráldez F.J.
      • Valdés C.
      • López S.
      Effects of the inclusion of flaxseed and quercitin in the diet of fattening lambs on ruminal microbiota, in vitro, fermentation and biohydrogenation of fatty acids.
      B. fibrisolvens; SAQuebracho (10% diet DM)In vitro
      • Ishlak A.
      • Günal M.
      • AbuGhazaleh A.A.
      The effects of cinnamaldehyde, monensin and quebracho condensed tannin on rumen fermentation, biohydrogenation and bacteria in continuous culture system.
      B. fibrisolvens; SAQuercitin (2 g/kg of diet DM)In vivo (sheep)
      • Andrés A.
      • Bodas R.
      • Tejido M.L.
      • Giráldez F.J.
      • Valdés C.
      • López S.
      Effects of the inclusion of flaxseed and quercitin in the diet of fattening lambs on ruminal microbiota, in vitro, fermentation and biohydrogenation of fatty acids.
      Anaerovibrio lipolyticaQuebracho (10% diet DM)In vitro
      • Ishlak A.
      • Günal M.
      • AbuGhazaleh A.A.
      The effects of cinnamaldehyde, monensin and quebracho condensed tannin on rumen fermentation, biohydrogenation and bacteria in continuous culture system.
      LachnospiraceaeQuebracho (5.3% of concentrate DM)In vivo (sheep)
      • Buccioni A.
      • Pallara G.
      • Pastorelli R.
      • Bellini L.
      • Cappucci A.
      • Mannelli F.
      • Minieri S.
      • Roscini V.
      • Rapaccini S.
      • Mele M.
      • Giovannetti L.
      • Viti C.
      • Pauselli M.
      Effect of dietary chestnut or quebracho tannin supplementation on microbial community and fatty acid profile in the rumen of dairy ewes.
      Oak (20 g/kg of diet DM)In vitro
      • Carreño D.
      • Hervás G.
      • Toral P.G.
      • Belenguer A.
      • Frutos P.
      Ability of different types and doses of tannin extracts to modulate in vitro ruminal biohydrogenation in sheep.
      Ruminococcus albusAndrographys paniculata (1.5% of diet DM)In vivo (goat)
      • Yusuf A.L.
      • Adeyemi K.D.
      • Samsudin A.A.
      • Jafari Y.M.
      • Alimon A.R.
      • Sazili A.Q.
      Effects of dietary supplementation of leaves and whole plant of Andrographis paniculata on rumen fermentation, fatty acid composition and microbiota in goats.
      Ruminococcus flavefaciensA. paniculata (1.5% of diet DM)In vivo (goat)
      • Yusuf A.L.
      • Adeyemi K.D.
      • Samsudin A.A.
      • Jafari Y.M.
      • Alimon A.R.
      • Sazili A.Q.
      Effects of dietary supplementation of leaves and whole plant of Andrographis paniculata on rumen fermentation, fatty acid composition and microbiota in goats.
      Fibrobacter succinogenesA. paniculata (1.5% of diet DM)In vivo (goat)
      • Yusuf A.L.
      • Adeyemi K.D.
      • Samsudin A.A.
      • Jafari Y.M.
      • Alimon A.R.
      • Sazili A.Q.
      Effects of dietary supplementation of leaves and whole plant of Andrographis paniculata on rumen fermentation, fatty acid composition and microbiota in goats.
      ProtozoaQuercitin (2 g/kg of diet DM)In vivo (sheep)
      • Andrés A.
      • Bodas R.
      • Tejido M.L.
      • Giráldez F.J.
      • Valdés C.
      • López S.
      Effects of the inclusion of flaxseed and quercitin in the diet of fattening lambs on ruminal microbiota, in vitro, fermentation and biohydrogenation of fatty acids.
      Quebracho (9.6% of concentrate DM)In vivo (sheep)
      • Vasta V.
      • Yáñez-Ruiz D.R.
      • Mele M.
      • Serra A.
      • Luciano G.
      • Lanza M.
      • Biondi L.
      • Priolo A.
      Bacterial and protozoal communities and fatty acid profile in the rumen of sheep fed a diet containing added tannins.
      Papaya extracts (15 mg/250 mg of DM)In vitro
      • Jafari S.
      • Meng G.Y.
      • Rajion M.A.
      • Jahromi M.F.
      • Ebrahimi M.
      Manipulation of rumen microbial fermentation by poliphenol rich solvent fractions from papaya leaf to reduce green-house gas methane and biohydrogenation of C18 PUFA.
      A. paniculata (1.5% of diet DM)In vivo (goat)
      • Yusuf A.L.
      • Adeyemi K.D.
      • Samsudin A.A.
      • Jafari Y.M.
      • Alimon A.R.
      • Sazili A.Q.
      Effects of dietary supplementation of leaves and whole plant of Andrographis paniculata on rumen fermentation, fatty acid composition and microbiota in goats.
      ArchaeaA. paniculata (1.5% of diet DM)In vivo (goat)
      • Yusuf A.L.
      • Adeyemi K.D.
      • Samsudin A.A.
      • Jafari Y.M.
      • Alimon A.R.
      • Sazili A.Q.
      Effects of dietary supplementation of leaves and whole plant of Andrographis paniculata on rumen fermentation, fatty acid composition and microbiota in goats.
      BH of LAPapaya extracts (15 mg/250 mg of DM)In vitro
      • Jafari S.
      • Meng G.Y.
      • Rajion M.A.
      • Jahromi M.F.
      • Ebrahimi M.
      Manipulation of rumen microbial fermentation by poliphenol rich solvent fractions from papaya leaf to reduce green-house gas methane and biohydrogenation of C18 PUFA.
      BH of LNAPapaya extracts (15 mg/250 mg of DM)In vitro
      • Jafari S.
      • Meng G.Y.
      • Rajion M.A.
      • Jahromi M.F.
      • Ebrahimi M.
      Manipulation of rumen microbial fermentation by poliphenol rich solvent fractions from papaya leaf to reduce green-house gas methane and biohydrogenation of C18 PUFA.
      RAQuebracho (10% diet DM)In vitro
      • Ishlak A.
      • Günal M.
      • AbuGhazaleh A.A.
      The effects of cinnamaldehyde, monensin and quebracho condensed tannin on rumen fermentation, biohydrogenation and bacteria in continuous culture system.
      Quebracho (9.6% of concentrate DM)In vivo (sheep)
      • Vasta V.
      • Yáñez-Ruiz D.R.
      • Mele M.
      • Serra A.
      • Luciano G.
      • Lanza M.
      • Biondi L.
      • Priolo A.
      Bacterial and protozoal communities and fatty acid profile in the rumen of sheep fed a diet containing added tannins.
      Cistus ladanifer (250 g/kg of diet DM)In vivo (sheep)
      • Jerónimo E.
      • Alves S.P.
      • Dentinho M.T.P.
      • Martins S.V.
      • Prates J.A.M.
      • Vasta V.
      • Santos-Silva J.
      • Bessa R.J.B.
      Effect of grape seed extract, Cistus ladanifer L., and vegetable oil supplementation on fatty acid composition of abomasal digesta and intramuscular fat of lambs.
      ≈↑Quebracho (20–80 g/kg of diet DM)In vitro
      • Carreño D.
      • Hervás G.
      • Toral P.G.
      • Belenguer A.
      • Frutos P.
      Ability of different types and doses of tannin extracts to modulate in vitro ruminal biohydrogenation in sheep.
      ≈↑Grape (20–80 g/kg of diet DM)In vitro
      • Carreño D.
      • Hervás G.
      • Toral P.G.
      • Belenguer A.
      • Frutos P.
      Ability of different types and doses of tannin extracts to modulate in vitro ruminal biohydrogenation in sheep.
      ≈↑Chestnut (20–80 g/kg of diet DM)In vitro
      • Carreño D.
      • Hervás G.
      • Toral P.G.
      • Belenguer A.
      • Frutos P.
      Ability of different types and doses of tannin extracts to modulate in vitro ruminal biohydrogenation in sheep.
      ≈↑Oak (20–80 g/kg of diet DM)In vitro
      • Carreño D.
      • Hervás G.
      • Toral P.G.
      • Belenguer A.
      • Frutos P.
      Ability of different types and doses of tannin extracts to modulate in vitro ruminal biohydrogenation in sheep.
      RA in LABQuebracho (49–82 g/kg of diet DM)In vitro
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      Chestnut (49–82 g/kg of diet DM)In vitro
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      RA in SABQuebracho (49–82 g/kg of diet DM)In vitro
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      Chestnut (49–82 g/kg of diet DM)In vitro
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      VAQuebracho (4% of diet DM)In vivo (sheep)
      • Vasta V.
      • Mele M.
      • Serra A.
      • Scerra M.
      • Luciano G.
      • Lanza M.
      • Priolo A.
      Metabolic fate of fatty acids involved in ruminal biohydrogenation in sheep fed concentrate or herbage with or without tannins.
      Quebracho (1 mg/mL of rumen fluid)In vitro
      • Vasta V.
      • Makkar H.P.S.
      • Mele M.
      • Priolo A.
      Ruminal biohydrogenation as affected by tannins in vitro..
      Acacia mearnsii tannin extract (7.9% of diet DM)In vitro
      • Khiaosa-Ard R.
      • Bryner S.F.
      • Scheeder M.E.L.
      • Wettstein H.-R.
      • Leiber F.
      • Kreuzer M.
      • Soliva C.R.
      Evidence for the inhibition of the terminal step of ruminal α-linolenic acid biohydrogenation by condensed tannins.
      C. ladanifer (250 g/kg of diet DM)In vivo (sheep)
      • Jerónimo E.
      • Alves S.P.
      • Dentinho M.T.P.
      • Martins S.V.
      • Prates J.A.M.
      • Vasta V.
      • Santos-Silva J.
      • Bessa R.J.B.
      Effect of grape seed extract, Cistus ladanifer L., and vegetable oil supplementation on fatty acid composition of abomasal digesta and intramuscular fat of lambs.
      CT
      CT = condensed tannins.
      from Onobrichis vicifolia (7.9% of diet DM)
      In vitro
      • Khiaosa-Ard R.
      • Bryner S.F.
      • Scheeder M.E.L.
      • Wettstein H.-R.
      • Leiber F.
      • Kreuzer M.
      • Soliva C.R.
      Evidence for the inhibition of the terminal step of ruminal α-linolenic acid biohydrogenation by condensed tannins.
      Papaya extracts (15 mg/250 mg of DM)In vitro
      • Jafari S.
      • Meng G.Y.
      • Rajion M.A.
      • Jahromi M.F.
      • Ebrahimi M.
      Manipulation of rumen microbial fermentation by poliphenol rich solvent fractions from papaya leaf to reduce green-house gas methane and biohydrogenation of C18 PUFA.
      Chestnut (5.3% of concentrate DM)In vivo (sheep)
      • Buccioni A.
      • Pallara G.
      • Pastorelli R.
      • Bellini L.
      • Cappucci A.
      • Mannelli F.
      • Minieri S.
      • Roscini V.
      • Rapaccini S.
      • Mele M.
      • Giovannetti L.
      • Viti C.
      • Pauselli M.
      Effect of dietary chestnut or quebracho tannin supplementation on microbial community and fatty acid profile in the rumen of dairy ewes.
      Quebracho (5.3% of concentrate DM)In vivo (sheep)
      • Buccioni A.
      • Pallara G.
      • Pastorelli R.
      • Bellini L.
      • Cappucci A.
      • Mannelli F.
      • Minieri S.
      • Roscini V.
      • Rapaccini S.
      • Mele M.
      • Giovannetti L.
      • Viti C.
      • Pauselli M.
      Effect of dietary chestnut or quebracho tannin supplementation on microbial community and fatty acid profile in the rumen of dairy ewes.
      Quebracho (9.6% of concentrate DM)In vivo (sheep)
      • Vasta V.
      • Yáñez-Ruiz D.R.
      • Mele M.
      • Serra A.
      • Luciano G.
      • Lanza M.
      • Biondi L.
      • Priolo A.
      Bacterial and protozoal communities and fatty acid profile in the rumen of sheep fed a diet containing added tannins.
      ≈↑Quebracho (20–80 g/kg of diet DM)In vitro
      • Carreño D.
      • Hervás G.
      • Toral P.G.
      • Belenguer A.
      • Frutos P.
      Ability of different types and doses of tannin extracts to modulate in vitro ruminal biohydrogenation in sheep.
      ≈↑Grape (20–80 g/kg of diet DM)In vitro
      • Carreño D.
      • Hervás G.
      • Toral P.G.
      • Belenguer A.
      • Frutos P.
      Ability of different types and doses of tannin extracts to modulate in vitro ruminal biohydrogenation in sheep.
      ≈↑Chestnut (20–80 g/kg of diet DM)In vitro
      • Carreño D.
      • Hervás G.
      • Toral P.G.
      • Belenguer A.
      • Frutos P.
      Ability of different types and doses of tannin extracts to modulate in vitro ruminal biohydrogenation in sheep.
      ≈↑Oak (20–80 g/kg of diet DM)In vitro
      • Carreño D.
      • Hervás G.
      • Toral P.G.
      • Belenguer A.
      • Frutos P.
      Ability of different types and doses of tannin extracts to modulate in vitro ruminal biohydrogenation in sheep.
      VA in LABDose-dependent effectChestnut (49–82 g/kg of diet DM)In vitro
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      Dose-dependent effectQuebracho (49–82 g/kg of diet DM)In vitro
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      VA in SABChestnut (49–82 g/kg of diet DM)In vitro
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      Quebracho (49–82 g/kg of diet DM)In vitro
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      SAQuebracho (4% of diet DM)In vivo
      • Vasta V.
      • Mele M.
      • Serra A.
      • Scerra M.
      • Luciano G.
      • Lanza M.
      • Priolo A.
      Metabolic fate of fatty acids involved in ruminal biohydrogenation in sheep fed concentrate or herbage with or without tannins.
      Quebracho (1 mg/mL of rumen fluid)In vitro
      • Vasta V.
      • Makkar H.P.S.
      • Mele M.
      • Priolo A.
      Ruminal biohydrogenation as affected by tannins in vitro..
      Acacia mearnsii tannin extract (7.9% of diet DM)In vitro
      • Khiaosa-Ard R.
      • Bryner S.F.
      • Scheeder M.E.L.
      • Wettstein H.-R.
      • Leiber F.
      • Kreuzer M.
      • Soliva C.R.
      Evidence for the inhibition of the terminal step of ruminal α-linolenic acid biohydrogenation by condensed tannins.
      CT from Onobrichis vicifolia (7.9% of diet DM)In vitro
      • Khiaosa-Ard R.
      • Bryner S.F.
      • Scheeder M.E.L.
      • Wettstein H.-R.
      • Leiber F.
      • Kreuzer M.
      • Soliva C.R.
      Evidence for the inhibition of the terminal step of ruminal α-linolenic acid biohydrogenation by condensed tannins.
      Chestnut (5.3% of concentrate DM)In vivo (sheep)
      • Buccioni A.
      • Pallara G.
      • Pastorelli R.
      • Bellini L.
      • Cappucci A.
      • Mannelli F.
      • Minieri S.
      • Roscini V.
      • Rapaccini S.
      • Mele M.
      • Giovannetti L.
      • Viti C.
      • Pauselli M.
      Effect of dietary chestnut or quebracho tannin supplementation on microbial community and fatty acid profile in the rumen of dairy ewes.
      Quebracho (5.3% of concentrate DM)In vivo (sheep)
      • Buccioni A.
      • Pallara G.
      • Pastorelli R.
      • Bellini L.
      • Cappucci A.
      • Mannelli F.
      • Minieri S.
      • Roscini V.
      • Rapaccini S.
      • Mele M.
      • Giovannetti L.
      • Viti C.
      • Pauselli M.
      Effect of dietary chestnut or quebracho tannin supplementation on microbial community and fatty acid profile in the rumen of dairy ewes.
      Papaya extracts (15 mg/250 mg DM)In vitro
      • Jafari S.
      • Meng G.Y.
      • Rajion M.A.
      • Jahromi M.F.
      • Ebrahimi M.
      Manipulation of rumen microbial fermentation by poliphenol rich solvent fractions from papaya leaf to reduce green-house gas methane and biohydrogenation of C18 PUFA.
      C. ladanifer (250 g/kd diet DM)In vivo
      • Jerónimo E.
      • Alves S.P.
      • Dentinho M.T.P.
      • Martins S.V.
      • Prates J.A.M.
      • Vasta V.
      • Santos-Silva J.
      • Bessa R.J.B.
      Effect of grape seed extract, Cistus ladanifer L., and vegetable oil supplementation on fatty acid composition of abomasal digesta and intramuscular fat of lambs.
      Quebracho (20–80 g/kg of diet DM)In vitro
      • Carreño D.
      • Hervás G.
      • Toral P.G.
      • Belenguer A.
      • Frutos P.
      Ability of different types and doses of tannin extracts to modulate in vitro ruminal biohydrogenation in sheep.
      Grape (20–80 g/kg of diet DM)In vitro
      • Carreño D.
      • Hervás G.
      • Toral P.G.
      • Belenguer A.
      • Frutos P.
      Ability of different types and doses of tannin extracts to modulate in vitro ruminal biohydrogenation in sheep.
      Chestnut (20–80 g/kg of diet DM)In vitro
      • Carreño D.
      • Hervás G.
      • Toral P.G.
      • Belenguer A.
      • Frutos P.
      Ability of different types and doses of tannin extracts to modulate in vitro ruminal biohydrogenation in sheep.
      Oak (20–80 g/kg of diet DM)In vitro
      • Carreño D.
      • Hervás G.
      • Toral P.G.
      • Belenguer A.
      • Frutos P.
      Ability of different types and doses of tannin extracts to modulate in vitro ruminal biohydrogenation in sheep.
      SA in SABQuebracho (49–82 g/kg of diet DM)In vitro
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      Chestnut (49–82 g/kg of diet DM)In vitro
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      SA in LABQuebracho (49–82 g/kg of diet DM)In vitro
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      Chestnut (49–82 g/kg of diet DM)In vitro
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      1 VA = vaccenic acid; SA = stearic acid; LA = linoleic acid; LNA = linolenic acid; RA = rumenic acid; LAB = liquid-associated bacteria; SAB = solid-associated bacteria.
      2 The effects (↓ = decrease ↑ = increase; ≈ = unchanged) of polyphenols are evaluated in comparison to control treatments (i.e., diets or feed not containing polyphenols).
      3 CT = condensed tannins.
      In general, in vitro studies consistently obtained a negative effect of PP on SA accumulation in rumen digesta and an increase of VA and rumenic acid (cis-9, trans-11 C18:2; RA), regardless of the type of PP considered (Table 1). However, in the same studies, analysis of the microbiota composition did not provide clear indications about which changes in bacteria population are responsible for the effects on rumen BH.
      • Ishlak A.
      • Günal M.
      • AbuGhazaleh A.A.
      The effects of cinnamaldehyde, monensin and quebracho condensed tannin on rumen fermentation, biohydrogenation and bacteria in continuous culture system.
      examined in continuous culture systems the effect of the inclusion of quebracho tannins on BH pathways and on selected bacteria species by individual species-specific qPCR. Results showed that quebracho tannins increased the accumulation of RA and, accordingly, the abundance of VA-forming bacteria of the genus Butyrivibrio. At the same time, quebracho tannins did not affect the abundance of A. lipolytica and Butyrivibrio species associated with SA production.
      • Jafari S.
      • Meng G.Y.
      • Rajion M.A.
      • Jahromi M.F.
      • Ebrahimi M.
      Manipulation of rumen microbial fermentation by poliphenol rich solvent fractions from papaya leaf to reduce green-house gas methane and biohydrogenation of C18 PUFA.
      reported that the in vitro incubation of rumen content with PP extracts from papaya did not influence the genus Burtyrivibrio and depressed the ciliate protozoa population compared with PP-free treatments. At the same time, ruminal BH process of LA and LNA was depressed (Table 1). Also in this case, the relative abundance of total bacteria, total methanogens, B. fibrisolvens, and total protozoa was assessed by qPCR approach. Data about the effect of pure nontannic PP on BH and rumen microbiota composition are still scarce. However, some indications may be obtained by considering results obtained in studies adopting agro-industry by-products such as those from the olive oil industry. In particular, the use of olive pomace has been tested in both in vitro and in vivo studies (
      • Pallara G.
      • Buccioni A.
      • Pastorelli R.
      • Minieri S.
      • Mele M.
      • Rapaccini S.
      • Messini A.
      • Pauselli M.
      • Servili M.
      • Giovannetti L.
      • Viti C.
      Effect of stoned olive pomace on rumen microbial communities and polyunsaturated fatty acid biohydrogenation: an in vitro study.
      ). A modulating effect on rumen BH has been reported for stoned olive pomace rich in olive PP (aglycone derivatives of native secoiridoid glucosides, namely oleuropein, dimethyl oleuropein, and ligstroside) in an in vitro study (
      • Pallara G.
      • Buccioni A.
      • Pastorelli R.
      • Minieri S.
      • Mele M.
      • Rapaccini S.
      • Messini A.
      • Pauselli M.
      • Servili M.
      • Giovannetti L.
      • Viti C.
      Effect of stoned olive pomace on rumen microbial communities and polyunsaturated fatty acid biohydrogenation: an in vitro study.
      ). Adopting a DGGE approach aimed at characterizing the microbial community, the study revealed that PP from stoned olive pomace altered the relative abundance of Butyrivibrio proteoclasticus, Neisseria weaveri, R. amylophilus, and other unclassified bacteria related to members of the Lachnospiraceae and Pasteurellaceae families. At the same time, an accumulation of trans-C18:1 fatty acids in the rumen liquor was detected (
      • Pallara G.
      • Buccioni A.
      • Pastorelli R.
      • Minieri S.
      • Mele M.
      • Rapaccini S.
      • Messini A.
      • Pauselli M.
      • Servili M.
      • Giovannetti L.
      • Viti C.
      Effect of stoned olive pomace on rumen microbial communities and polyunsaturated fatty acid biohydrogenation: an in vitro study.
      ). An association between dietary PP (in this case HT from oak) and Lachnospiraceae family was also reported by an in vitro study adopting a T-RFLP approach for the analysis of bacterial 16S rRNA genes (
      • Carreño D.
      • Hervás G.
      • Toral P.G.
      • Belenguer A.
      • Frutos P.
      Ability of different types and doses of tannin extracts to modulate in vitro ruminal biohydrogenation in sheep.
      ). In the same study, oak HT were associated with reduction of SA, as a consequence of an accumulation of VA, especially at the highest doses of oak tannins (
      • Carreño D.
      • Hervás G.
      • Toral P.G.
      • Belenguer A.
      • Frutos P.
      Ability of different types and doses of tannin extracts to modulate in vitro ruminal biohydrogenation in sheep.
      ).
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      reported, in an in vitro system, a different pattern of BH intermediates between SAB and LAB inoculated or not with chestnut or quebracho tannins. The authors supposed that the LAB could be more sensitive to tannins than the SAB, or that the efficacy of quebracho or chestnut tannins was higher in the liquid fraction rather than in the solid fraction, thus being more detrimental to the LAB (
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      ). Also in this case, the effect of both chestnut and quebracho tannins resulted in a decrease of SA and an increase of VA. However, the LAB and SAB have been shown to participate in the BH process in a different manner as the SAB contained more BH intermediate and lower SA compared with LAB (
      • Bessa R.J.B.
      • Maia M.R.G.
      • Jeronimo E.
      • Belo A.T.
      • Cabrita A.R.J.
      • Dewhurst R.J.
      • Fonseca A.J.M.
      Using microbial fatty acids to improve understanding of the contribution of solid associated bacteria to microbial mass in the rumen.
      ;
      • Buccioni A.
      • Minieri S.
      • Rapaccini S.
      • Antongiovanni M.
      • Mele M.
      Effect of chestnut and quebracho tannins on fatty acid profile in rumen liquid- and solid-associated bacteria: an in vitro study.
      ). This could be partly due to the difference in the biodiversity of SAB populations if compared with LAB ones or to those loosely attached to particulates (
      • Kong Y.
      • Teather R.
      • Foster R.
      Composition, spatial distribution, and diversity of the bacterial communities in the rumen of cows fed different forages.
      ).
      In vivo studies evaluating the effect of dietary PP on both rumen BH of UFA and on composition of the rumen microbiota are mainly related to the use of HT or CT and using small ruminants as animal models (Table 1). The general effect of HT and CT on BH process is quite consistent with results observed in in vitro studies: an increase of BH intermediates (especially VA) at the expense of SA, which decreased (Table 1). With regard to the effects on the composition of rumen microbiota, the major part of the studies confirmed that the bacteria traditionally associated with rumen BH of dietary lipids (such as members of the genus Butyrivibrio) are only in part involved in the response to tannin challenge. As reported by several papers that adopted different techniques to characterize microbiota of rumen digesta, likely, other microorganisms belonging to different genera and families are more involved in the process (
      • Buccioni A.
      • Pallara G.
      • Pastorelli R.
      • Bellini L.
      • Cappucci A.
      • Mannelli F.
      • Minieri S.
      • Roscini V.
      • Rapaccini S.
      • Mele M.
      • Giovannetti L.
      • Viti C.
      • Pauselli M.
      Effect of dietary chestnut or quebracho tannin supplementation on microbial community and fatty acid profile in the rumen of dairy ewes.
      ).
      • Buccioni A.
      • Pauselli M.
      • Viti C.
      • Minieri S.
      • Pallara G.
      • Roscini V.
      • Rapaccini S.
      • Trabalza Marinucci M.
      • Lupi P.
      • Conte G.
      • Mele M.
      Milk fatty acid composition, rumen microbial population, and animal performances in response to diets rich in linoleic acid supplemented with chestnut or quebracho tannins in dairy ewes.
      reported that feeding ewes a diet supplemented with quebracho tannins (as source of CT) or chestnut tannins (as source of HT) increased the ruminal relative abundance of B. fibrisolvens and reduced B. proteoclasticus compared with control animals, and this effect was more evident with quebracho tannins. This result is consistent also with
      • Vasta V.
      • Yáñez-Ruiz D.R.
      • Mele M.
      • Serra A.
      • Luciano G.
      • Lanza M.
      • Biondi L.
      • Priolo A.
      Bacterial and protozoal communities and fatty acid profile in the rumen of sheep fed a diet containing added tannins.
      who reported that supplementing lambs with quebracho tannins depressed the ruminal population of B. proteoclasticus, whereas it increased the relative abundance of B. fibrisolvens in the rumen, compared with the rumen content of lambs not receiving tannins. In both cases, quantitation of total and the relative abundance of B. fibrisolvens and B. proteoclasticus were measured by qPCR analysis, using 16S rRNA gene-targeted primer sets (
      • Vasta V.
      • Yáñez-Ruiz D.R.
      • Mele M.
      • Serra A.
      • Luciano G.
      • Lanza M.
      • Biondi L.
      • Priolo A.
      Bacterial and protozoal communities and fatty acid profile in the rumen of sheep fed a diet containing added tannins.
      ;
      • Buccioni A.
      • Pauselli M.
      • Viti C.
      • Minieri S.
      • Pallara G.
      • Roscini V.
      • Rapaccini S.
      • Trabalza Marinucci M.
      • Lupi P.
      • Conte G.
      • Mele M.
      Milk fatty acid composition, rumen microbial population, and animal performances in response to diets rich in linoleic acid supplemented with chestnut or quebracho tannins in dairy ewes.
      ).
      In a recent study with 3 groups of lactating ewes receiving a control diet supplemented or not with chestnut or quebracho tannins, ruminal BH was hampered by tannin supplementation (
      • Buccioni A.
      • Pallara G.
      • Pastorelli R.
      • Bellini L.
      • Cappucci A.
      • Mannelli F.
      • Minieri S.
      • Roscini V.
      • Rapaccini S.
      • Mele M.
      • Giovannetti L.
      • Viti C.
      • Pauselli M.
      Effect of dietary chestnut or quebracho tannin supplementation on microbial community and fatty acid profile in the rumen of dairy ewes.
      ). Also in this case, the effect on BH seemed to be related to a strong inhibition of the last step of the BH (from VA to SA), especially in the case of the diet supplemented with quebracho tannins. With regard to the microbiota composition of rumen digesta, differences were detected according to the type of tannin adopted. The Butyrivibrio communities of the chestnut-receiving animals were significantly different from the communities observed in the rumen of the other 2 groups of animals. According to the DGGE mapping of the Butyrivibrio group, 7 bands were not present in the samples deriving from animals supplemented with quebracho and these bands were found to be highly related to the Lachnospiraceae family (
      • Buccioni A.
      • Pallara G.
      • Pastorelli R.
      • Bellini L.
      • Cappucci A.
      • Mannelli F.
      • Minieri S.
      • Roscini V.
      • Rapaccini S.
      • Mele M.
      • Giovannetti L.
      • Viti C.
      • Pauselli M.
      Effect of dietary chestnut or quebracho tannin supplementation on microbial community and fatty acid profile in the rumen of dairy ewes.
      ). The phylogenetic analysis of the rumen content from tannin-supplemented ewes revealed a close association between bacterial species belonging to genera Hungatella, Ruminococcus, and Eubacterium and to unclassified Lachnospiraceae and the fatty acids involved in the BH (LA, LNA, RA, and VA;
      • Buccioni A.
      • Pallara G.
      • Pastorelli R.
      • Bellini L.
      • Cappucci A.
      • Mannelli F.
      • Minieri S.
      • Roscini V.
      • Rapaccini S.
      • Mele M.
      • Giovannetti L.
      • Viti C.
      • Pauselli M.
      Effect of dietary chestnut or quebracho tannin supplementation on microbial community and fatty acid profile in the rumen of dairy ewes.
      ). These results confirmed what was previously reported by
      • Huws S.A.
      • Kim E.J.
      • Lee M.R.F.
      • Scott M.B.
      • Tweed J.K.S.
      • Pinloche E.
      • Wallace R.J.
      • Scollan N.D.
      As yet uncultured bacteria phylogenerically classified as Prevotella, Lachnospiraceae incertae sedis and unclassified Bacteroidales, Clostridiales and Ruminococcaceae may play a predominant role in ruminal biohydrogenation.
      , who adopted the same DGGE approach to characterize the microbiota composition of rumen digesta in crossbred steers. Also, uncultured Lachnospiraceae were associated with SA, suggesting that B. proteoclasticus is not the only bacterial species able to convert UFA to SA, at least in the presence of tannins (
      • Buccioni A.
      • Pallara G.
      • Pastorelli R.
      • Bellini L.
      • Cappucci A.
      • Mannelli F.
      • Minieri S.
      • Roscini V.
      • Rapaccini S.
      • Mele M.
      • Giovannetti L.
      • Viti C.
      • Pauselli M.
      Effect of dietary chestnut or quebracho tannin supplementation on microbial community and fatty acid profile in the rumen of dairy ewes.
      ).
      The dynamics of changes in microbial community responsible for the BH in response to PP appear to be quite complex, as the disappearance of PP-sensitive microorganisms could be counterbalanced by the prevailing of PP-tolerant ones. Recently,
      • Costa M.
      • Alves S.P.
      • Cappucci A.
      • Cook S.R.
      • Duarte A.
      • Caldeira R.M.
      • McAllister T.A.
      • Bessa R.J.B.
      Effects of condensed and hydrolyzable tannins on rumen metabolism with emphasis on the biohydrogenation of unsaturated fatty acids.
      suggested that CT have a stronger inhibitory action on rumen microbiota than HT, resulting in a general inhibition of BH and accumulation of C18 PUFA. Conversely, HT are able to modulate BH, resulting in a higher accumulation of trans-C18:1 fatty acids in the rumen, if compared with CT. High doses of mimosa CT in the diet of rumen-fistulated ewes, in fact, resulted in the reduction of rumen fermentative activity and abundance of gram-positive specialized fibrolytic bacteria (F. succinogenes, R. albus, Ruminococcus flavefaciens, and B. proteoclasticus) as well as an occasional inhibition of BH, in comparison to the diet supplemented with the same doses of chestnut tannins (
      • Costa M.
      • Alves S.P.
      • Cappucci A.
      • Cook S.R.
      • Duarte A.
      • Caldeira R.M.
      • McAllister T.A.
      • Bessa R.J.B.
      Effects of condensed and hydrolyzable tannins on rumen metabolism with emphasis on the biohydrogenation of unsaturated fatty acids.
      ). Interestingly, in the same experiment, the use of chestnut tannins was associated with an accumulation of trans-C18:1 fatty acids, suggesting a possible adaptive strategy of rumen bacteria to counteract the toxicity of the tannins (
      • Costa M.
      • Alves S.P.
      • Cappucci A.
      • Cook S.R.
      • Duarte A.
      • Caldeira R.M.
      • McAllister T.A.
      • Bessa R.J.B.
      Effects of condensed and hydrolyzable tannins on rumen metabolism with emphasis on the biohydrogenation of unsaturated fatty acids.
      ).
      A different pattern of rumen BH has been observed when dietary sources of nontannic PP, such as olive pomace or olive crude concentrate obtained from olive oil wastewater, have been adopted in the diet of dairy ewes. In 2 recent experiments, olive PP, mainly composed by oleuropein, dimethyl oleuropein, verbascoside, and ligstroside, were included in the diet of dairy ewes to evaluate the effects on rumen BH of dietary UFA and on rumen microbiota composition (
      • Cappucci A.
      • Alves S.P.
      • Bessa R.J.B.
      • Buccioni A.
      • Mannelli F.
      • Pauselli M.
      • Viti C.
      • Pastorelli R.
      • Roscini V.
      • Serra A.
      • Conte G.
      • Mele M.
      Effect of increasing amounts of olive crude phenolic concentrate in the diet of dairy ewes on rumen liquor and milk fatty acid composition.