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Review| Volume 104, ISSUE 8, P8380-8410, August 2021

Invited review: The influence of immune activation on transition cow health and performance—A critical evaluation of traditional dogmas

Open ArchivePublished:May 27, 2021DOI:https://doi.org/10.3168/jds.2021-20330

      ABSTRACT

      The progression from gestation into lactation represents the transition period, and it is accompanied by marked physiological, metabolic, and inflammatory adjustments. The entire lactation and a cow's opportunity to have an additional lactation are heavily dependent on how successfully she adapts during the periparturient period. Additionally, a disproportionate amount of health care and culling occurs early following parturition. Thus, lactation maladaptation has been a heavily researched area of dairy science for more than 50 yr. It was traditionally thought that excessive adipose tissue mobilization in large part dictated transition period success. Further, the magnitude of hypocalcemia has also been assumed to partly control whether a cow effectively navigates the first few months of lactation. The canon became that adipose tissue released nonesterified fatty acids (NEFA) and the resulting hepatic-derived ketones coupled with hypocalcemia lead to immune suppression, which is responsible for transition disorders (e.g., mastitis, metritis, retained placenta, poor fertility). In other words, the dogma evolved that these metabolites and hypocalcemia were causal to transition cow problems and that large efforts should be enlisted to prevent increased NEFA, hyperketonemia, and subclinical hypocalcemia. However, despite intensive academic and industry focus, the periparturient period remains a large hurdle to animal welfare, farm profitability, and dairy sustainability. Thus, it stands to reason that there are alternative explanations to periparturient failures. Recently, it has become firmly established that immune activation and the ipso facto inflammatory response are a normal component of transition cow biology. The origin of immune activation likely stems from the mammary gland, tissue trauma during parturition, and the gastrointestinal tract. If inflammation becomes pathological, it reduces feed intake and causes hypocalcemia. Our tenet is that immune system utilization of glucose and its induction of hypophagia are responsible for the extensive increase in NEFA and ketones, and this explains why they (and the severity of hypocalcemia) are correlated with poor health, production, and reproduction outcomes. In this review, we argue that changes in circulating NEFA, ketones, and calcium are simply reflective of either (1) normal homeorhetic adjustments that healthy, high-producing cows use to prioritize milk synthesis or (2) the consequence of immune activation and its sequelae.

      Key words

      THE PERIPARTURIENT PERIOD

      Early lactation is a unique physiological state in which nutrient consumption often does not meet maintenance and milk production costs, creating a negative energy balance (NEB;
      • Drackley J.K.
      Biology of dairy cows during the transition period: The final frontier?.
      ). Milk energy output increases more rapidly than the increase in consumed energy. The magnitude of NEB varies, but nadir usually occurs within the first 10 DIM, and cows return to calculated positive energy balance between 30 and 100 DIM (
      • Moallem U.
      • Folman Y.
      • Sklan D.
      Effects of somatotropin and dietary calcium soaps of fatty acids in early lactation on milk production, dry matter intake, and energy balance of high-yielding dairy cows.
      ;
      • Coffey M.P.
      • Simm G.
      • Brotherstone S.
      Energy balance profiles for the first three lactations of dairy cows estimated using random regression.
      ). To support milk synthesis during NEB, significant alterations in carbohydrate, lipid, protein, and mineral metabolism are implemented.
      A thorough appreciation of how important glucose is to milk synthesis is required to understand why these changes (energetics in particular) occur. Glucose is the precursor for lactose synthesis, and lactose is the primary osmoregulator driving milk volume (
      • Neville M.C.
      The physiological basis of milk secretion.
      ). For every 1 kg of milk produced, approximately 72 g of glucose is required (
      • Kronfeld D.S.
      Major metabolic determinants of milk volume, mammary efficiency, and spontaneous ketosis in dairy cows.
      ). During established lactation, hepatic glucose output is exquisitely orchestrated to precisely meet peripheral tissue (e.g., mammary, muscle, adipose, central nervous system) glucose requirements (
      • Baumgard L.H.
      • Collier R.J.
      • Bauman D.E.
      A 100-year review: Regulation of nutrient partitioning to support lactation.
      ). However, inadequate feed intake during the periparturient period means that the contribution of diet-derived gluconeogenic precursors to hepatic glucose output is insufficient to meet the mammary gland's increasing requirement, as more than 90% of glucose made by the liver is utilized by the mammary gland in early lactation (
      • Bell A.W.
      Regulation of organic nutrient metabolism during transition from late pregnancy to early lactation.
      ). Consequently, multiple tissues coordinate efforts in an attempt to compensate for the dietary shortage by becoming insulin resistant, a hormonal scenario that allows for tissue catabolism and mobilization of AA and glycerol (gluconeogenic precursors) from skeletal muscle and adipose tissue, respectively (
      • Bell A.W.
      Regulation of organic nutrient metabolism during transition from late pregnancy to early lactation.
      ;
      • Bell A.W.
      • Bauman D.E.
      Adaptations of glucose metabolism during pregnancy and lactation.
      ).
      In addition to providing gluconeogenic building blocks, both adipose tissue and skeletal muscle coordinate metabolism during the transition period to increase the supply of and reliance upon lipid fuel. During NEB, somatotropin (increased during NEB;
      • Bell A.W.
      Regulation of organic nutrient metabolism during transition from late pregnancy to early lactation.
      ) promotes nonesterified fatty acid (NEFA) export from adipose tissue by accentuating the lipolytic response to β-adrenergic signals and by blunting insulin-mediated lipogenesis and glucose utilization (
      • Bauman D.E.
      • Vernon R.G.
      Effects of exogenous bovine somatotropin on lactation.
      ). Further, early-lactation hypoglycemia heightens the stimulation of lipolysis by catecholamines (
      • Clutter A.D.
      • Clutter W.E.
      • Cryer P.E.
      • Collins J.A.
      • Bier D.M.
      Epinephrine plasma thresholds for lipolytic effects in man: Measurements of fatty acid transport with [1–13C] palmitic acid.
      ). Reduced systemic insulin sensitivity coupled with a decrease in circulating insulin allows for adipose lipolysis and NEFA mobilization (
      • Bauman D.E.
      • Currie W.B.
      Partitioning of nutrients during pregnancy and lactation: A review of mechanisms involving homeostasis and homeorhesis.
      ;
      • Rhoads R.P.
      • Kim J.W.
      • Leury B.J.
      • Baumgard L.H.
      • Segoale N.
      • Frank S.J.
      • Bauman D.E.
      • Boisclair Y.R.
      Insulin increases the abundance of the growth hormone receptor in liver and adipose tissue of periparturient cows.
      ), which represent a substantial energy source for both peripheral tissues (skeletal muscle in particular) and the mammary gland. However, some tissues (i.e., the brain) and cell types are unable to oxidize NEFA and thus require the energy within fatty acids to be converted into ketones.
      The exact mechanisms regulating all aspects of hepatic ketogenesis remain unclear, especially in ruminants (
      • Baird G.D.
      Primary ketosis in the high-producing dairy cow: Clinical and subclinical disorders, treatment, prevention and outlook.
      ). However, it is likely that 2 biochemical sequences of events partially control ketone production simultaneously. First, fatty acid β-oxidation generates large quantities of NADH and reduced flavin adenine dinucleotide (
      • Berg J.
      • Tymoczko J.
      • Stryer L.
      Biochemistry.
      ), a scenario that presumably meets (in part) the hepatocyte's ATP requirements and thus decreases key tricarboxylic acid (TCA) enzymes (isocitrate dehydrogenase and ketoglutarate dehydrogenase). This would slow the cycle and create a buildup of acetyl CoA. Second is the salient explanation put forth by Sir Hans Krebs more than 55 yr ago. Ketone synthesis is enhanced when the TCA cycle intermediate oxaloacetate (OAA) supply is limited. Increased gluconeogenesis in early lactation causes cataplerosis (removal from the TCA cycle) of OAA to support phosphoenolpyruvate production (an early step in gluconeogenesis). Simultaneously, a large amount of acetyl CoA originates from β-oxidation of adipose-derived NEFA (
      • Krebs H.A.
      Bovine ketosis.
      ). When OAA is plentiful, it combines with acetyl CoA to make citrate, and the TCA cycle progresses. The unavailability of OAA is now the metabolic crossroad between carbohydrate and lipid metabolism, and accumulated acetyl CoA enters into ketogenesis (
      • Krebs H.A.
      Bovine ketosis.
      ), an enzymatic pathway inhibited by insulin (
      • Sato K.
      • Kashiwaya Y.
      • Keon C.A.
      • Tsuchiya N.
      • King M.T.
      • Radda G.K.
      • Chance B.
      • Clarke K.
      • Veech R.L.
      Insulin, ketone bodies, and mitochondrial energy transduction.
      ).
      Skeletal muscle oxidation of fatty acids and ketones reduces their glucose uptake; this is referred to as the Randle effect (
      • Randle P.J.
      Regulatory interactions between lipid and carbohydrates: The glucose fatty acid cycle after 35 years.
      ). The aforementioned changes effectively partition glucose toward the mammary gland because glucose's contribution as a fuel source to extramammary tissues is markedly decreased (
      • Bell A.W.
      Regulation of organic nutrient metabolism during transition from late pregnancy to early lactation.
      ), and the mammary gland's glucose consumption is insulin independent (
      • Zhao F.Q.
      • Keating A.F.
      Expression and regulation of glucose transporters in the bovine mammary gland.
      ). These metabolic adjustments essentially create a coordinated unidirectional glucose flow from the liver to the mammary gland. Ultimately, the normal homeorhetic adaptations described above empower “metabolic flexibility” (
      • Baumgard L.H.
      • Collier R.J.
      • Bauman D.E.
      A 100-year review: Regulation of nutrient partitioning to support lactation.
      ) to prioritize milk synthesis at the expense of tissue accretion (
      • Bauman D.E.
      • Currie W.B.
      Partitioning of nutrients during pregnancy and lactation: A review of mechanisms involving homeostasis and homeorhesis.
      ).
      In addition to energetic metabolism, Ca homeostasis is substantially altered at lactation onset due to a marked increase (>65%;
      • DeGaris P.J.
      • Lean I.J.
      Milk fever in dairy cows: A review of pathophysiology and control principles.
      ) in Ca requirements to support colostrum and milk synthesis (
      • Horst R.L.
      • Goff J.P.
      • Reinhardt T.A.
      Adapting to the transition between gestation and lactation: Differences between rat, human and dairy cow.
      ). Eucalcemia is typically under tight homeostatic control via the action of the calcitropic hormones parathyroid hormone (PTH) and 1,25-dihydroxyvitamin D. The parathyroid gland detects hypocalcemia and secretes PTH, which increases renal Ca reabsorption (i.e., reduces urinary Ca loss), increases osteocytic and osteoclastic bone Ca release, and stimulates renal production of 1,25-dihydroxyvitamin D (also known as calcitriol). Calcitriol acts synergistically with PTH at the kidney and bone and also increases active transport of dietary Ca across the intestinal epithelium (as reviewed by
      • Horst R.L.
      • Goff J.P.
      • Reinhardt T.A.
      • Buxton D.R.
      Strategies for preventing milk fever in dairy cattle.
      ). It has long been hypothesized that the mammary gland's sudden Ca demand is so extensive and acute that it often exceeds these homeostatic mechanisms, resulting in clinical or subclinical hypocalcemia (SCH;
      • Horst R.L.
      • Goff J.P.
      • Reinhardt T.A.
      Adapting to the transition between gestation and lactation: Differences between rat, human and dairy cow.
      ;
      • Goff J.P.
      The monitoring, prevention, and treatment of milk fever and subclinical hypocalcemia in dairy cows.
      ).
      In the 1980s, it was demonstrated that precalving metabolic alkalosis predisposed cows to milk fever via diminishing tissue responsiveness to PTH, and adding dietary anions markedly reduced the incidence of clinical milk fever (
      • Goff J.P.
      • Horst R.L.
      • Mueller F.J.
      • Miller J.K.
      • Kiess G.A.
      • Dowlen H.H.
      Addition of chloride to prepartal diet high in cations increases 1,25-dihydroxyvitamin D response to hypocalcemia preventing milk fever.
      ). Mechanisms by which metabolic acidosis improves Ca homeostasis have not been fully elucidated but may include improved tissue responsiveness to PTH (
      • Goff J.P.
      • Liesegang A.
      • Horst R.L.
      Diet-induced pseudohypoparathyroidism: A hypocalcemia and milk fever risk factor.
      ) and decreased urinary Ca excretion via TRPV5 inhibition and a corresponding enhanced gastrointestinal Ca absorption via increased TRPV6 (
      • Martín-Tereso J.
      • Martens H.
      Calcium and magnesium physiology and nutrition in relation to the prevention of milk fever and tetany (dietary management of macrominerals in preventing disease).
      ). Other prepartum dietary strategies to minimize postpartum clinical hypocalcemia include low-Ca diets (
      • Thilsing-Hansen T.
      • Jorgensen R.J.
      • Østergaard S.
      Milk fever control principles: A review.
      ) and Ca-chelating compounds (
      • Goff J.P.
      The monitoring, prevention, and treatment of milk fever and subclinical hypocalcemia in dairy cows.
      ). Implementing these dietary strategies has successfully reduced rates of clinical hypocalcemia; however, SCH remains common, afflicting ∼25% of primiparous and ∼50% of multiparous cows (
      • Reinhardt T.A.
      • Lippolis J.D.
      • McCluskey B.J.
      • Goff J.P.
      • Horst R.L.
      Prevalence of subclinical hypocalcemia in dairy herds.
      ). Thus, the inability to strictly maintain Ca homeostasis continues to occur in the early postpartum period.

      METABOLIC DISORDERS AND INFECTIOUS DISEASE: TRADITIONAL DOGMAS

      Maintaining cow health and productivity during the transition period represents a significant obstacle to the dairy industry. Coinciding with the changes mentioned above in energetic and Ca homeostasis is an increased risk of metabolic disorders and infectious diseases such as ketosis, fatty liver, milk fever, displaced abomasum (DA), retained placenta (RP), mastitis, and metritis (
      • Goff J.P.
      • Horst R.L.
      Physiological changes at parturition and their relationship to metabolic disorders.
      ;
      • LeBlanc S.
      Monitoring metabolic health of dairy cattle in the transition period.
      ;
      • Berge A.C.
      • Vertenten G.
      A field study to determine the prevalence, dairy herd management systems, and fresh cow clinical conditions associated with ketosis in western European dairy herds.
      ). Approximately 75% of disease typically occurs during the first month postpartum (
      • LeBlanc S.J.
      • Lissemore K.D.
      • Kelton D.F.
      • Duffield T.F.
      • Leslie K.E.
      Major advances in disease prevention in dairy cattle.
      ), and because they occur within a short window of time, the disorders are predictably interrelated (
      • Curtis C.R.
      • Erb H.N.
      • Sniffen C.J.
      • Smith R.D.
      Epidemiology of parturient paresis: Predisposing factors with emphasis on dry cow feeding and management.
      ;
      • Markusfeld O.
      The association of displaced abomasum with various periparturient factors in dairy cows. A retrospective study.
      ;
      • Gröhn Y.T.
      • Erb H.N.
      • McCulloch C.E.
      • Saloniemi H.S.
      Epidemiology of metabolic disorders in dairy cattle: Association among host characteristics, disease, and production.
      ). Not surprisingly, a disproportionate amount of culling occurs early in lactation. This animal welfare issue has profound implications for farm profitability, the social license to operate, and industry sustainability.
      Research characterizing periparturient disorders by alterations in a single circulating metabolite began as early as the 1920s. Milk fever was identified by decreased circulating Ca (
      • Hayden C.E.
      • Scholl L.B.
      The Blood and Urine in Milk Fever. Report of New York State Veterinary College.
      ;
      • Sjollema B.
      • Van Der Zande J.E.
      Metabolism in acetonemia in milch cows.
      ;
      • Dryerre H.
      • Greig J.R.
      Milk fever: Its possible association with derangements in the internal secretions.
      ), and ketosis was identified by increased circulating acetone (
      • Stinson O.
      Observations on twenty cases of acetonemia.
      ;
      • Sampson J.
      • Gonzaga A.C.
      • Hayden C.E.
      The ketones of the blood and urine of the cow and ewe in health and disease.
      ). In the late 1950s and 1960s, ketosis was further characterized by changes in NEFA (
      • Radloff H.D.
      • Schultz L.H.
      • Hoekstra W.G.
      Relationship of plasma free fatty acids to other blood components in ruminants under various physiological conditions.
      ;
      • Radloff H.D.
      • Schultz L.H.
      Blood and rumen changes in cows in early stages of ketosis.
      ), and the severity of NEB was proposed as the primary cause (
      • Shaw J.C.
      Ketosis in dairy cattle. A review.
      ). Associations between increased NEFA, hyperketonemia, and hypocalcemia and the incidence of disease became a topic of intensive investigation beginning in the 1980s (
      • Curtis C.R.
      • Erb H.N.
      • Sniffern C.J.
      • Smith R.D.
      • Powers P.A.
      • Smith M.C.
      • White M.E.
      • Hillman R.B.
      • Pearson E.J.
      Association of parturient hypocalcemia with eight periparturient disorders in Holstein cows.
      ;
      • Dohoo I.R.
      • Martin S.W.
      Subclinical ketosis: Prevalence and associations with production and disease.
      ;
      • Markusfeld O.
      Periparturient traits in seven high dairy herds. Incidence rates, association with parity, and interrelationships among traits.
      ;
      • Geishauser T.
      • Leslie K.
      • Duffield T.
      • Edge V.
      An evaluation of milk ketone tests for the prediction of left displaced abomasum in dairy cows.
      ;
      • Kaneene J.B.
      • Miller R.
      • Herdt T.H.
      • Gardiner J.C.
      The association of serum nonesterified fatty acids and cholesterol, management and feeding practices with peripartum disease in dairy cows.
      ;
      • Cameron R.E.B.
      • Dyk P.B.
      • Herdt T.H.
      • Kaneene J.B.
      • Miller R.
      • Bucholtz H.F.
      • Liesman J.S.
      • Vandehaar M.J.
      • Emery R.S.
      Dry cow diet, management, and energy balance as risk factors for displaced abomasum in high producing dairy herds.
      ;
      • Duffield T.
      Subclinical ketosis in lactating dairy cattle.
      ;
      • Duffield T.F.
      • Lissemore K.D.
      • McBride B.W.
      • Leslie K.E.
      Impact of hyperketonemia in early lactation dairy cows on health and production.
      ;
      • Berge A.C.
      • Vertenten G.
      A field study to determine the prevalence, dairy herd management systems, and fresh cow clinical conditions associated with ketosis in western European dairy herds.
      ), and hypocalcemia was later considered a gateway disorder leading to ketosis, mastitis, metritis, DA, impaired reproduction, and decreased milk yield (
      • Curtis C.R.
      • Erb H.N.
      • Sniffern C.J.
      • Smith R.D.
      • Powers P.A.
      • Smith M.C.
      • White M.E.
      • Hillman R.B.
      • Pearson E.J.
      Association of parturient hypocalcemia with eight periparturient disorders in Holstein cows.
      ;
      • DeGaris P.J.
      • Lean I.J.
      Milk fever in dairy cows: A review of pathophysiology and control principles.
      ;
      • Goff J.P.
      The monitoring, prevention, and treatment of milk fever and subclinical hypocalcemia in dairy cows.
      ;
      • Chapinal N.
      • Leblanc S.J.
      • Carson M.E.
      • Leslie K.E.
      • Godden S.
      • Capel M.
      • Santos J.E.
      • Overton M.W.
      • Duffield T.F.
      Herd-level association of serum metabolites in the transition period with disease, milk production, and early lactation reproductive performance.
      ;
      • Martinez N.
      • Risco C.A.
      • Lima F.S.
      • Bisinotto R.S.
      • Greco L.F.
      • Ribeiro E.S.
      • Maunsell F.
      • Galvão K.
      • Santos J.E.P.
      Evaluation of peripartal calcium status, energetic profile, and neutrophil function in dairy cows at low or high risk of developing uterine disease.
      ;
      • Ribeiro E.S.
      • Lima F.S.
      • Greco L.F.
      • Bisinotto R.S.
      • Monteiro A.P.A.
      • Favoreto M.
      • Ayres H.
      • Marsola R.S.
      • Martinez N.
      • Thatcher W.W.
      • Santos J.E.P.
      Prevalence of periparturient diseases and effects on fertility of seasonally calving grazing dairy cows supplemented with concentrates.
      ;
      • Neves R.C.
      • Leno B.M.
      • Bach K.D.
      • McArt J.A.A.
      Epidemiology of subclinical hypocalcemia in early-lactation Holstein dairy cows: The temporal associations of plasma calcium concentration in the first 4 days in milk with disease and milk production.
      ,
      • Neves R.C.
      • Leno B.M.
      • Curler M.D.
      • Thomas M.J.
      • Overton T.R.
      • McArt J.A.A.
      Association of immediate postpartum plasma calcium concentration with early-lactation clinical diseases, culling, reproduction, and milk production in Holstein cows.
      ).
      A common observational approach in the aforementioned research is to obtain blood samples from cows during the transition period and retrospectively classify them according to health status. Once retroclassified, differences in circulating metabolites, minerals, and hormones can be evaluated between groups (e.g., diseased vs. healthy, high vs. low performers, pregnant vs. open, high NEFA vs. low NEFA). Another common method is to simply correlate circulating variables with a performance metric or health variable. Despite not using traditional intervening or controlled experimentation, increased NEFA, hyperketonemia, and hypocalcemia are presumed to have a causal relationship with poor transition cow success (Figure 1;
      • Cameron R.E.B.
      • Dyk P.B.
      • Herdt T.H.
      • Kaneene J.B.
      • Miller R.
      • Bucholtz H.F.
      • Liesman J.S.
      • Vandehaar M.J.
      • Emery R.S.
      Dry cow diet, management, and energy balance as risk factors for displaced abomasum in high producing dairy herds.
      ;
      • LeBlanc S.J.
      • Leslie K.E.
      • Duffield T.F.
      Metabolic predictors of displaced abomasum in dairy cattle.
      ;
      • Quiroz-Rocha G.F.
      • LeBlanc S.K.
      • Duffield T.
      • Wood D.
      • Leslie K.
      • Jacobs R.M.
      Evaluation of prepartum serum cholesterol and fatty acid concentrations as predictors of postpartum retention of the placenta in dairy cows.
      ;
      • Ospina P.A.
      • Nydam D.V.
      • Stokol T.
      • Overton T.R.
      Evaluation of nonesterified fatty acids and β-hydroxybutyrate in transition dairy cattle in the northeastern United States: Critical thresholds for prediction of clinical diseases.
      ;
      • Chapinal N.
      • Carson M.
      • Duffield T.F.
      • Capel M.
      • Godden S.
      • Overton M.
      • Santos J.E.P.
      • LeBlanc S.J.
      The association of serum metabolites with clinical disease during the transition period.
      ;
      • Huzzey J.M.
      • Nydam D.V.
      • Grant R.J.
      • Overton T.R.
      Associations of prepartum plasma cortisol, haptoglobin, fecal cortisol metabolites, and nonesterified fatty acids with postpartum health status in Holstein dairy cows.
      ).
      Figure thumbnail gr1
      Figure 1Traditional mechanisms by which hypocalcemia and increased nonesterified fatty acids (NEFA) and hyperketonemia are thought to cause poor transition cow health and performance. DA = displaced abomasum; RP = retained placenta.
      We believe that there are multiple flaws in the theory connecting NEFA, ketones, and Ca with negative outcomes in the postpartum dairy cow. In addition to not having causal substantiation and having limited biological plausibility, many of the theory's principles counter evolutionary adaptations associated with milk synthesis, reproduction, and species survival. Below, we outline the inadequacies of the rationale for causation and provide evidence demonstrating that changes in circulating NEFA, ketones, and Ca are not responsible for negative outcomes but rather are simply reflective of either normal metabolic changes that healthy cows enlist to achieve high production or the metabolic downstream consequences of immune activation-induced hypophagia.

      Correlation Does Not Equal Causation

      Causality and correlation are incorrectly interchanged when an observational relationship between 2 events is claimed to be inevitable rather than coincidental. Dozens of peer-reviewed articles have demonstrated an association between metabolites and transition cow problems, but importantly numerous inconsistencies exist. For example, a variety of papers indicate no relationship between NEFA, ketones, and Ca and negative outcomes (
      • Burke C.R.
      • Meier S.
      • McDougall S.
      • Compton C.
      • Mitchell M.
      • Roche J.R.
      Relationships between endometritis and metabolic state during the transition period in pasture-grazed dairy cows.
      ;
      • Bicalho M.L.S.
      • Lima F.S.
      • Ganda E.K.
      • Foditsch C.
      • Meira Jr., E.B.S.
      • Machado V.S.
      • Teixeira A.G.V.
      • Oikonomou G.
      • Gilbert R.O.
      • Bicalho R.C.
      Effect of trace mineral supplementation on selected minerals, energy metabolites, oxidative stress, and immune parameters and its association with uterine diseases in dairy cattle.
      ,
      • Bicalho M.L.S.
      • Marques E.C.
      • Gilbert R.O.
      • Bicalho R.C.
      The association of plasma glucose, BHBA, and NEFA with postpartum uterine diseases, fertility, and milk production of Holstein dairy cows.
      ;
      • Abdelli A.
      • Raboisson D.
      • Kaidi R.
      • Ibrahim B.
      • Kalem A.
      • Iguer-Ouada M.
      Elevated non-esterified fatty acid and β-hydroxybutyrate in transition dairy cows and their association with reproductive performance and disorders: A meta-analysis.
      ;
      • McArt J.A.A.
      • Neves R.C.
      Association of transient, persistent, or delayed subclinical hypocalcemia with early lactation disease, removal, and milk yield in Holstein cows.
      ). The consistency of an effect is crucial when making causal inference from observational and field research. Second, as already mentioned, these tenets are largely based on associations and not cause-and-effect relationships garnered from controlled and intervening experimentation. Even from a relationship perspective, assessing the strength or robustness of the associations is difficult due to variability in analysis and statistical methods. In particular, different metabolite thresholds are set for different outcomes and time points (e.g., pre- vs. postpartum, wk 1 vs. wk 2) within observational studies. In addition, inconsistent association metrics (e.g., odds ratio, relative risk, hazard ratio) are used to assess the relationship. A partial summary of the association studies was recently compiled by
      • McArt J.A.A.
      • Nydam D.V.
      • Oetzel G.R.
      • Overton T.R.
      • Ospina P.A.
      Elevated non-esterified fatty acids and β-hydroxybutyrate and their association with transition dairy cow performance.
      and
      • Overton T.R.
      • McArt J.A.A.
      • Nydam D.V.
      A 100-year review: Metabolic health indicators and management of dairy cattle.
      . Although these reports illustrate the large number of studies demonstrating a relationship of the metabolites (NEFA, BHB, Ca) with health and performance, they also indicate substantial variability in metabolite thresholds and association strength. For example, the association (as measured by odds ratios) between postpartum BHB and DA incidence ranged from 1.1 to 27.6 across studies (
      • McArt J.A.A.
      • Nydam D.V.
      • Oetzel G.R.
      • Overton T.R.
      • Ospina P.A.
      Elevated non-esterified fatty acids and β-hydroxybutyrate and their association with transition dairy cow performance.
      ). Interestingly, several reports demonstrated both a negative association of elevated NEFA and ketones with health outcomes and a positive association with milk yield (
      • Lean I.J.
      • Bruss M.L.
      • Troutt H.F.
      • Galland J.C.
      • Farver T.B.
      • Rostami R.
      • Holmberg C.A.
      • Weaver L.D.
      Bovine ketosis and somatotrophin: Risk factors for ketosis and effects of ketosis on health and production.
      ;
      • Duffield T.F.
      • Lissemore K.D.
      • McBride B.W.
      • Leslie K.E.
      Impact of hyperketonemia in early lactation dairy cows on health and production.
      ;
      • Ospina P.A.
      • Nydam D.V.
      • Stokol T.
      • Overton T.R.
      Associations of elevated nonesterified fatty acids and β-hydroxybutyrate concentrations with early lactation reproductive performance and milk production in transition dairy cattle in the northeastern United States.
      ;
      • Furken C.
      • Nakao T.
      • Hoedemaker M.
      Energy balance in transition cows and its association with health, reproduction and milk production.
      ;
      • Belay T.K.
      • Svendsen M.
      • Kowalski Z.M.
      • Ådn⊘y T.
      Genetic parameters of blood β- hydroxybutyrate predicted from milk infrared spectra and clinical ketosis, and their associations with milk production traits in Norwegian Red cows.
      ;
      • Bach K.D.
      • Barbano D.M.
      • McArt J.A.A.
      Association of mid-infrared-predicted milk and blood constituents with early-lactation disease, removal, and production outcomes in Holstein cows.
      ). The conflicting relationships described above exemplify the dogma's limitations and highlight the boundaries of retrospective classification and epidemiology. Additionally, emphasis on association metrics (e.g., odds ratios, relative risks) can lead to a non sequitur (
      • Davies H.T.O.
      • Crombie I.K.
      • Tavakoli M.
      When can odds ratios mislead?.
      ), epitomized by the skewed exegesis of how animal-derived food products influence human health (
      • Taubes G.
      Nutrition. The soft science of dietary fat.
      ).

      Immunosuppression Is Complex

      Arguably, the best line of evidence in support of the dogma is extrapolated from the purported role of elevated NEFA, hyperketonemia, and hypocalcemia in immunosuppression and its predisposing role in disease (
      • Ducusin R.J.
      • Uzuka Y.
      • Satoh E.
      • Otani M.
      • Nishimura M.
      • Tanabe S.
      • Sarashina T.
      Effects of extracellular Ca2+ on phagocytosis and intracellular Ca2+ concentrations in polymorphonuclear leukocytes of postpartum dairy cows.
      ;
      • Lacetera N.
      • Scalia D.
      • Franci O.
      • Bernabucci U.
      • Ronchi B.
      • Nardone A.
      Short communication: Effects of nonesterified fatty acids on lymphocyte function in dairy heifers.
      ;
      • Hammon D.S.
      • Evjen I.M.
      • Dhiman T.R.
      • Goff J.P.
      • Walters J.L.
      Neutrophil function and energy status in Holstein cows with uterine health disorders.
      ;
      • Scalia D.
      • Lacetera N.
      • Bernabucci U.
      • Demeyere K.
      • Duchateau L.
      • Burvenich C.
      In vitro effects of nonesterified fatty acids on bovine neutrophils oxidative burst and viability.
      ;
      • Martinez N.
      • Risco C.A.
      • Lima F.S.
      • Bisinotto R.S.
      • Greco L.F.
      • Ribeiro E.S.
      • Maunsell F.
      • Galvão K.
      • Santos J.E.P.
      Evaluation of peripartal calcium status, energetic profile, and neutrophil function in dairy cows at low or high risk of developing uterine disease.
      ,
      • Martinez N.
      • Sinedino L.D.P.
      • Bisinotto R.S.
      • Ribeiro E.S.
      • Gomes G.C.
      • Lima F.S.
      • Greco L.F.
      • Risco C.A.
      • Galvão K.N.
      • Taylor-Rodriguez D.
      • Driver J.P.
      • Thatcher W.W.
      • Santos J.E.P.
      Effect of induced subclinical hypocalcemia on physiological responses and neutrophil function in dairy cows.
      ;
      • LeBlanc S.J.
      Review: Relationships between metabolism and neutrophil function in dairy cows in the peripartum period.
      ). For example, in vitro incubation of isolated circulating neutrophils with increasing NEFA and BHB concentrations negatively affects leukocyte function, such as neutrophil oxidative burst (
      • Hoeben D.
      • Heyneman R.
      • Burvenich C.
      Elevated levels of beta-hydroxybutyric acid in periparturient cows and in vitro effect on respiratory burst activity of bovine neutrophils.
      ;
      • Scalia D.
      • Lacetera N.
      • Bernabucci U.
      • Demeyere K.
      • Duchateau L.
      • Burvenich C.
      In vitro effects of nonesterified fatty acids on bovine neutrophils oxidative burst and viability.
      ;
      • Grinberg N.
      • Elazar S.
      • Rosenshine I.
      • Shpigel N.Y.
      β-Hydroxybutyrate abrogates formation of bovine neutrophil extracellular traps and bactericidal activity against mammary pathogenic Escherichia coli..
      ;
      • Ster C.
      • Loiselle M.C.
      • Lacasse P.
      Effect of postcalving serum nonesterified fatty acids concentration on the functionality of bovine immune cells.
      ) and lymphocyte antibody secretion (
      • Lacetera N.
      • Scalia D.
      • Franci O.
      • Bernabucci U.
      • Ronchi B.
      • Nardone A.
      Short communication: Effects of nonesterified fatty acids on lymphocyte function in dairy heifers.
      ). Additionally, chemotaxis and myeloperoxidase activity were impaired in neutrophils isolated from periparturient cows with elevated NEFA and ketones (
      • Suriyasathaporn W.
      • Daemen A.J.J.M.
      • Noordhuizen-Stassen E.N.
      • Dieleman S.J.
      • Nielen M.
      • Schukken Y.H.
      β-Hydroxybutyrate levels in peripheral blood and ketone bodies supplemented in culture media affect the in vitro chemotaxis of bovine leukocytes.
      ;
      • Hammon D.S.
      • Evjen I.M.
      • Dhiman T.R.
      • Goff J.P.
      • Walters J.L.
      Neutrophil function and energy status in Holstein cows with uterine health disorders.
      ). Inducing hypocalcemia via Ca chelators reduced neutrophil phagocytosis in vitro (
      • Ducusin R.J.
      • Sarashina T.
      • Uzuka Y.
      • Tanabe S.
      • Ohtani M.
      Phagocytic response of bovine polymorphonuclear leukocytes to different incubation conditions and following exposure to some effectors of phagocytosis and different anticoagulants in vitro.
      ) and in vivo (
      • Martinez N.
      • Sinedino L.D.P.
      • Bisinotto R.S.
      • Ribeiro E.S.
      • Gomes G.C.
      • Lima F.S.
      • Greco L.F.
      • Risco C.A.
      • Galvão K.N.
      • Taylor-Rodriguez D.
      • Driver J.P.
      • Thatcher W.W.
      • Santos J.E.P.
      Effect of induced subclinical hypocalcemia on physiological responses and neutrophil function in dairy cows.
      ). Furthermore, leukocytes isolated from hypocalcemic cows have reduced intracellular Ca stores (
      • Ducusin R.J.
      • Uzuka Y.
      • Satoh E.
      • Otani M.
      • Nishimura M.
      • Tanabe S.
      • Sarashina T.
      Effects of extracellular Ca2+ on phagocytosis and intracellular Ca2+ concentrations in polymorphonuclear leukocytes of postpartum dairy cows.
      ;
      • Kimura K.
      • Reinhardt T.A.
      • Goff J.P.
      Parturition and hypocalcemia blunts calcium signals in immune cells of dairy cattle.
      ), a change that would interfere with Ca signaling and impede leukocyte activation (
      • Lewis R.S.
      Calcium signaling mechanisms in T lymphocytes.
      ). Consequently, the metabolic and mineral profile dominating the periparturient period is presumed to adversely affect immune function, and the resulting immune suppression predisposes cows to a variety of disorders and diseases (
      • Goff J.P.
      • Horst R.L.
      Physiological changes at parturition and their relationship to metabolic disorders.
      ;
      • Aleri J.W.
      • Hine B.C.
      • Pyman M.F.
      • Mansell P.D.
      • Wales W.J.
      • Mallard B.
      • Fisher A.D.
      Periparturient immunosuppression and strategies to improve dairy cow health during the periparturient period.
      ; Figure 1). However, there are inconsistencies (in vivo and in vitro) in how these metabolites and Ca affect leukocyte function (reviewed by
      • LeBlanc S.J.
      Review: Relationships between metabolism and neutrophil function in dairy cows in the peripartum period.
      ). For example,
      • Scalia D.
      • Lacetera N.
      • Bernabucci U.
      • Demeyere K.
      • Duchateau L.
      • Burvenich C.
      In vitro effects of nonesterified fatty acids on bovine neutrophils oxidative burst and viability.
      reported reduced neutrophil reactive oxygen species production but no change in neutrophil phagocytosis when incubated with increasing NEFA concentrations in vitro. Incidentally, most ex vivo research evaluating increasing NEFA concentrations on leukocyte function uses very low levels of albumin and thus are not replicating in vivo conditions. Similarly,
      • Ster C.
      • Loiselle M.C.
      • Lacasse P.
      Effect of postcalving serum nonesterified fatty acids concentration on the functionality of bovine immune cells.
      observed no difference in blood mononuclear cell proliferation or interferon-γ production with BHB concentrations ≥1.0 mmol/L and no effect on oxidative burst up to 10 mmol/L. Further, no relationship was observed between BHB concentrations and neutrophil killing ability (
      • Hammon D.S.
      • Evjen I.M.
      • Dhiman T.R.
      • Goff J.P.
      • Walters J.L.
      Neutrophil function and energy status in Holstein cows with uterine health disorders.
      ). Rodent studies have even shown that ketone bodies may have a protective effect and limit reactive oxygen species-induced damage during bacterial inflammation (
      • Wang A.
      • Huen S.C.
      • Luan H.H.
      • Yu S.
      • Zhang C.
      • Gallezot J.-D.
      • Booth C.J.
      • Medzhitov R.
      Opposing effects of fasting metabolism on tissue tolerance in bacterial and viral inflammation.
      ). In addition to the aforementioned discrepancies, extending in vitro results to whole-animal biology has obvious limitations, and this is especially pertinent when considering the immune system. For example, most leukocyte function is integrally dependent on an intracellular metabolic shift from oxidative phosphorylation to aerobic glycolysis (discussed below;
      • Palsson-McDermott E.M.
      • O'Neill L.A.
      The Warburg effect then and now: From cancer to inflammatory diseases.
      ), and it is highly unlikely that in vitro conditions can mimic the extracellular endocrine and energetic milieu accompanying normal immune activation. Additionally, we now realize that almost all periparturient dairy cows (even the seemingly healthy ones) experience some degree of immune activation and inflammation (discussed more below;
      • Humblet M.F.
      • Guyot H.
      • Boudry B.
      • Mbayahi F.
      • Hanzen C.
      • Rollin F.
      • Godeau J.M.
      Relationship between haptoglobin, serum amyloid A, and clinical status in a survey of dairy herds during a 6-month period.
      ;
      • Bertoni G.
      • Trevisi E.
      • Han X.
      • Bionaz M.
      Effects of inflammatory conditions on liver activity in puerperium period and consequences for performance in dairy cows.
      ), and the inflammatory milieu that accompanies it has suppressive effects on leukocyte function (
      • Oh S.K.
      • Pavlotsky N.
      • Tauber A.I.
      Specific binding of haptoglobin to human neutrophils and its functional consequences.
      ;
      • Raju S.M.
      • Kumar A.P.
      • Yadav A.N.
      • Rajkumar K.
      • Mvs S.
      • Burgula S.
      Haptoglobin improves acute phase response and endotoxin tolerance in response to bacterial LPS.
      ). This is particularly important when considering neutrophils because they continue to mature while in circulation, and this aging can affect their functional properties (
      • Adrover J.M.
      • Nicolas-Avila J.A.
      • Hidalgo A.
      Aging: A temporal dimension for neutrophils.
      ;
      • Rosales C.
      Neutrophil: A cell with many roles in inflammation or several cell types?.
      ). Even more concerning is that inflammation causes the bone marrow to release immature and incompetent neutrophils, including neutrophil progenitor cells (
      • Leliefeld P.H.C.
      • Wessels C.M.
      • Leenen L.P.H.
      • Koenderman L.
      • Pillay J.
      The role of neutrophils in immune dysfunction during severe inflammation.
      ). Thus, the normal homogeneity of circulating neutrophils in a healthy animal becomes increasingly heterogeneous during immune activation (
      • Zonneveld R.
      • Molema G.
      • Plötz F.B.
      Measurement of functional and morphodynamic neutrophil phenotypes in systemic inflammation and sepsis.
      ), and this would very likely influence ex vivo neutrophil function metrics. Consequently, it is not clear whether ex vivo function assays during the transition period reflect immunosuppression or simply the pathology and leukocyte footprint associated with normal immune activation. In other words, some arms may appear immunosuppressed, whereas others are activated. Continued research into the immune system consistently reveals how little we know, how complex the interactions are (especially with metabolism), and how oversimplified our interpretation may have been.

      NEB and BW Loss During Lactation Are Normal

      Adipose tissue mobilization to support lactation is a highly conserved response (
      • McNamara J.P.
      Adipose tissue metabolism during lactation: Where do we go from here?.
      ;
      • Oftedal O.T.
      Use of maternal reserves as a lactation strategy in large mammals.
      ). Interestingly, in certain mammals such as bears, seals, dolphins, and baleen whales (i.e., the blue whale), lactation occurs concurrently with a prolonged fast; consequently, these mammals rely almost entirely on adipose tissue reserves to meet their energy demands (
      • Oftedal O.T.
      Use of maternal reserves as a lactation strategy in large mammals.
      ;
      • Crocker D.E.
      • Williams J.D.
      • Costa D.P.
      • Le Boeuf B.J.
      Maternal traits and reproductive effort in northern elephant seals.
      ;
      • Fowler M.A.
      • Debier C.
      • Champagne C.D.
      • Crocker D.E.
      • Costa D.P.
      The demands of lactation promote differential regulation of lipid stores in fasting elephant seals.
      ,
      • Fowler M.
      • Champagne C.
      • Crocker D.
      Adiposity and fat metabolism during combined fasting and lactation in elephant seals.
      ). In fact, baleen whales will sustain a 6- to 7-mo lactation without eating and will mobilize ∼33% of their fat stores, which is equivalent to 16 tons of BW (
      • Oftedal O.T.
      Use of maternal reserves as a lactation strategy in large mammals.
      ). In seals, greater than 90% of the energy requirements for lactation are powered by lipid stores (
      • Crocker D.E.
      • Williams J.D.
      • Costa D.P.
      • Le Boeuf B.J.
      Maternal traits and reproductive effort in northern elephant seals.
      ;
      • Fowler M.
      • Champagne C.
      • Crocker D.
      Adiposity and fat metabolism during combined fasting and lactation in elephant seals.
      ), and these mammals may lose more than 50% of their body fat reserves (
      • Crocker D.E.
      • Williams J.D.
      • Costa D.P.
      • Le Boeuf B.J.
      Maternal traits and reproductive effort in northern elephant seals.
      ). This is even more impressive considering most sea mammals are unable to perform ketogenesis (
      • Jebb D.
      • Hiller M.
      Recurrent loss of HMGCS2 shows that ketogenesis is not essential for the evolution of large mammalian brains.
      ). Evolutionarily closer to the cow, deer go through periods of insufficient intake after parturition and rely on reserves to support lactation, even during ad libitum feeding (
      • Sadleir R.M.F.S.
      Energy consumption and subsequent partitioning in lactating black-tailed deer.
      ). Regardless, the species-conserved reliance on NEFA to support lactation further exemplifies the importance of this strategy. In fact, the extent to which cows incorporate adipose tissue mobilization during early lactation pales compared with many other species (
      • Collier R.J.
      • Baumgard L.H.
      • Lock A.L.
      • Bauman D.E.
      Physiological limitations, nutrient partitioning.
      ). Consequently, interpreting BW loss and tissue mobilization outside the bounds of proper biological context could lead to a pessimistic judgment.

      NEFA and BHB Do Not Directly Inhibit Feed Intake

      Regulation of feed intake is an extremely complex topic, exemplified by the fact that pharmaceutical interventions to reduce human caloric consumption have yet to be successful. Theories attempting to explain ruminant appetite control include energy requirements (
      • Conrad H.R.
      • Pratt A.D.
      • Hibbs J.W.
      Regulation of feed intake in dairy cows. 1. Change in importance of physical and physiological factors with increasing digestibility.
      ), gut fill and hepatic oxidation (
      • Allen M.S.
      • Bradford B.J.
      • Oba M.
      Board invited review: The hepatic oxidation theory of the control of feed intake and its application to ruminants.
      ), and endocrine regulation (
      • Ingvartsen K.L.
      • Andersen J.B.
      Integration of metabolism and intake regulation: A review focusing on periparturient animals.
      ;
      • Kuhla B.
      • Metges C.C.
      • Hammon H.M.
      Endogenous and dietary lipids influencing feed intake and energy metabolism of peripartuirent dairy cows.
      ). Pertinent to this review, the detrimental effects of elevated NEFA and hyperketonemia on health and performance are partially attributed to their alleged suppressive effect on feed intake (
      • Baird G.D.
      Primary ketosis in the high-producing dairy cow: Clinical and subclinical disorders, treatment, prevention and outlook.
      ;
      • Ingvartsen K.L.
      • Andersen J.B.
      Integration of metabolism and intake regulation: A review focusing on periparturient animals.
      ;
      • Hayirli A.
      • Grummer R.R.
      • Nordheim E.V.
      • Crump P.M.
      Animal and dietary factors affecting feed intake during the prefresh transition period in Holsteins.
      ;
      • Ingvartsen K.L.
      Feeding- and management related diseases in the transition cow: Physiological adaptations around calving and strategies to reduce feeding related diseases.
      ;
      • Hammon H.M.
      • Sturmer G.
      • Schneider F.
      • Tuchscherer A.
      • Blum H.
      • Engelhard T.
      • Genzel A.
      • Staufenbiel R.
      • Kanitz W.
      Performance and metabolic and endocrine changes with emphasis on glucose metabolism in high-yielding dairy cows with high and low fat content in liver after calving.
      ;
      • Allen M.S.
      Review: Control of feed intake by hepatic oxidation in ruminant animals: Integration of homeostasis and homeorhesis.
      ). This is an especially prevalent mindset in veterinary medicine as clinicians often anecdotally claim that ketones depress periparturient cow feed intake. However, this purported effect is largely based on association (see above) and is in contrast with the normal biology accompanying a healthy and successful transition (high circulating NEFA and BHB). Furthermore, results of several infusion studies suggest appetite is largely unaffected by ketones and lipids. In an elegant series of controlled experiments, it was demonstrated that intravenous BHB infusion did not affect feed intake (
      • Zarrin M.
      • De Matteis L.
      • Vernay M.C.M.B.
      • Wellnitz O.
      • van Dorland H.A.
      • Bruckmaier R.M.
      Long-term elevation of β-hydroxybutyrate in dairy cows through infusion: Effects on feed intake, milk production, and metabolism.
      ,
      • Zarrin M.
      • Wellnitz O.
      • van Dorland H.A.
      • Bruckmaier R.M.
      Induced hyperketonemia affects the mammary immune response during lipopolysaccharide challenge in dairy cows.
      ,
      • Zarrin M.
      • Wellnitz O.
      • van Dorland H.A.
      • Gross J.J.
      • Bruckmaier R.M.
      Hyperketonemia during lipopolysaccharide-induced mastitis affects systemic and local intramammary metabolism in dairy cows.
      ) and that infusing propionate, but not lipid, decreased DMI in mid-lactation cows (
      • Stocks S.E.
      • Allen M.S.
      Effects of lipid and propionic acid infusions on feed intake of lactating dairy cows.
      ). When examining different fuel sources infused cerebrally,
      • Davis J.
      • Wirtshafter D.
      • Asin K.
      • Brief D.
      Sustained intracerebroventricular infusion of brain fuels reduces body weight and food intake in rats.
      found that glucose and glycerol reduced feed intake, whereas BHB did not. Furthermore, infusing ketones intravenously actually increased feed intake (
      • Carneiro L.
      • Geller S.
      • Fioramonti X.
      • Hébert A.
      • Repond C.
      • Leloup C.
      • Pellerin L.
      Evidence for hypothalamic ketone body sensing: Impact on food intake and peripheral metabolic responses in mice.
      ,
      • Carneiro L.
      • Geller S.
      • Hébert A.
      • Repond C.
      • Fioramonti X.
      • Leloup C.
      • Pellerin L.
      Hypothalamic sensing of ketone bodies after prolonged cerebral exposure leads to metabolic control dysregulation.
      ). This type of experimentation needs to be interpreted within homeostatic and homeorhetic context because administering a fuel would intuitively decrease energy consumption when the animal is in positive energy balance (
      • Conrad H.R.
      • Pratt A.D.
      • Hibbs J.W.
      Regulation of feed intake in dairy cows. 1. Change in importance of physical and physiological factors with increasing digestibility.
      ), and this concept is reinforced by intervening experimentation (
      • Chelikani P.K.
      • Keisler D.H.
      • Kennelly J.J.
      Response of plasma leptin concentration to jugular infusion of glucose or lipid is dependent on the stage of lactation of Holstein cows.
      ). Regardless, from an evolutionary perspective, it is bioenergetically difficult to hypothesize why NEFA and BHB would decrease appetite. Adipose tissue mobilization and partial conversion of NEFA into ketones is a key metabolic strategy animals use to conserve skeletal muscle and ultimately survive NEB (
      • Sherwin R.S.
      • Hendler R.G.
      • Felig P.
      Effect of ketone infusions on amino acid and nitrogen metabolism in man.
      ). The importance of ketogenesis to surviving malnutrition is highlighted by the fact that mutations in the gene regulating ketone synthesis (mitochondrial HMG-CoA synthetase) result in hypoglycemic-induced coma within days (
      • Thompson G.N.
      • Hsu B.Y.L.
      • Pitt J.J.
      • Treacy E.
      • Stanley C.A.
      Fasting hypoketotic coma in a child with deficiency of mitochondrial 3-hydroxy-3-methylglutaryl-CoA synthase.
      ). Reliance on stored lipid during energy insufficiency is so conserved that even microorganisms have the capacity to stow and oxidize NEFA (
      • Nunn W.D.
      A molecular view of fatty acid catabolism in Escherichia coli..
      ) and convert fatty acid energy into ketones (
      • Wang S.P.
      • Yang H.
      • Wu J.W.
      • Gauthier N.
      • Fukao T.
      • Mitchell G.A.
      Metabolism as a tool for understanding human brain evolution: Lipid energy metabolism as an example.
      ). Thus, even the simplest of life forms have been utilizing these basic and uncomplicated ancient fuels (NEFA and ketones) since the beginning of time. If NEFA and ketones actually blunted the urge to eat, a starving animal would be anorexic, a scenario that would hasten their demise. In summary, animals have ebbed and flowed into and out of NEB (because of, e.g., food insecurity, hibernation, migration, and lactation) for eons, and oxidizing NEFA and ketones is absolutely essential to survival.

      High-Producing Cows Are Hypoinsulinemic

      A key strategy (maybe the most integral part) to successfully initiating lactogenesis and sustaining galactopoiesis is the development of insulin resistance in both skeletal muscle and adipose tissue and the decrease in pancreatic insulin secretion (
      • Bauman D.E.
      • Currie W.B.
      Partitioning of nutrients during pregnancy and lactation: A review of mechanisms involving homeostasis and homeorhesis.
      ;
      • Baumgard L.H.
      • Collier R.J.
      • Bauman D.E.
      A 100-year review: Regulation of nutrient partitioning to support lactation.
      ). As already mentioned, this allows adipose tissue mobilization and the exiting NEFA to be used by most cell types and tissues as a way to spare glucose for milk synthesis. Thus, it is not surprising that (1) higher producing cows are more hypoinsulinemic than their lower producing herdmates throughout lactation (
      • Koprowski J.A.
      • Tucker H.A.
      Bovine serum growth hormone, corticoids and insulin during lactation.
      ;
      • Hart I.C.
      • Bines J.A.
      • Balch C.C.
      • Cowie A.T.
      Hormone and metabolite differences between lactating beef and dairy cattle.
      ,
      • Hart I.C.
      • Bines J.A.
      • Morant S.V.
      • Ridley J.L.
      Endocrine control of energy metabolism in the cow: Comparison of the levels of hormones (prolactin, growth hormone, insulin, and thyroxine) and metabolites in the plasma of high- and low-yielding cattle at various stages of lactation.
      ,
      • Hart I.C.
      • Bines J.A.
      • Morant S.V.
      Endocrine control of energy metabolism in the cow: Correlations of hormones and metabolites in high and low yielding cows for stages of lactation.
      ;
      • Jordan D.L.
      • Erb R.E.
      • Malven P.V.
      • Callahan C.J.
      • Veenhuizen E.L.
      Artificial induction of lactation in cattle: Effect of modified treatments on milk yield, fertility, and hormones in blood plasma and milk.
      ;
      • Collier R.J.
      • McNamara J.P.
      • Wallace C.R.
      • Dehoff M.H.
      A review of endocrine regulation of metabolism during lactation.
      ), (2) periparturient insulin concentrations are inversely related to whole lactation performance (
      • Zinicola M.
      • Bicalho R.C.
      Association of peripartum plasma insulin concentration with milk production, colostrum insulin levels, and plasma metabolites of Holstein cows.
      ), (3) insulin clearance (removal from the circulating pool) is increased by genetic selection for milk yield (
      • Barnes M.A.
      • Kazmer G.W.
      • Akers R.M.
      • Pearson R.E.
      Influence of secretion for milk yield on endogenous hormones and metabolites in Holstein heifers and cows.
      ), and (4) administering insulin or insulin-sensitizing agents decreases milk yield (
      • Kronfeld D.S.
      • Mayer G.P.
      • Robertson J. McD.
      • Raggi F.
      Depression of milk secretion during insulin administration.
      ;
      • Schmidt G.H.
      Effect of insulin on yield and composition of milk of dairy cows.
      ;
      • Chang C.J.
      • Young S.H.
      Changes of mammary vein concentrations of glucose and free fatty acids induced by exogenous insulin and glucose, and relation to mammary gland function in Saanen goats.
      ;
      • Yousefi A.R.
      • Kohram H.
      • Zare Shahneh A.
      • Zamiri M.J.
      • Fouladi-Nashta A.A.
      Effects of dietary supplementation of pioglitazone on metabolism, milk yield, and reproductive performance in transition dairy cows.
      ).
      Although not directly focusing on insulin per se, evaluating how feeding controlled-energy diets (low-quality forage) before calving affects energetic metabolism and production provides additional conceptual framing on how important metabolic flexibility is to normal lactation. Prepartum low-energy diets successfully reduced postcalving NEFA, ketones, and liver fat content, but this was unsurprisingly accompanied by a substantial reduction in ECM or FCM yield (
      • Janovick N.A.
      • Drackley J.K.
      Prepartum dietary management of energy intake affects postpartum intake and lactation performance by primiparous and multiparous Holstein cows.
      ;
      • Silva-del-Río N.
      • Fricke P.M.
      • Grummer R.R.
      Effects of twin pregnancy and dry period feeding strategy on milk production, energy balance, and metabolic profiles in dairy cows.
      ). Additionally, regardless of diet, cows that had increased postcalving circulating ketones (1.2–2.9 mmol/L) produced more milk (>3 kg/d) than cows whose ketone concentrations were considered healthy (<1.2 mmol/L;
      • Lean I.J.
      • Bruss M.L.
      • Troutt H.F.
      • Galland J.C.
      • Farver T.B.
      • Rostami R.
      • Holmberg C.A.
      • Weaver L.D.
      Bovine ketosis and somatotrophin: Risk factors for ketosis and effects of ketosis on health and production.
      ;
      • Vanholder T.
      • Papen J.
      • Bemers R.
      • Vertenten G.
      • Berge A.C.B.
      Risk factors for subclinical and clinical ketosis and association with production parameters in dairy cows in the Netherlands.
      ;
      • Rathbun F.M.
      • Pralle R.S.
      • Bertics S.J.
      • Armentano L.E.
      • Cho K.
      • Do C.
      • Weigel K.A.
      • White H.M.
      Relationships between body condition score change, prior mid-lactation phenotypic residual feed intake, and hyperketonemia onset in transition dairy cows.
      ). Clearly, mobilizing adipose tissue and converting NEFA into ketones is a physiological adaptation that mammals utilize to prioritize milk synthesis, and attempts to blunt or intervene with this homeorhetic process predictably come at the expense of milk yield.

      The Confusing Insulin Status of Ketosis

      Given insulin's incredibly potent regulation of intermediary metabolism, high milk production associated with associated with excessive adipose tissue mobilization-induced ketosis should be accompanied by severe hypoinsulinemia (
      • Hove K.
      Insulin secretion in lactating cows: Responses to glucose infused intravenously in normal, ketonemic, and starved animals.
      ). Accordingly, most periparturient hyperketonemic cows are simultaneously hypoinsulinemic (
      • Hove K.
      Insulin secretion in lactating cows: Responses to glucose infused intravenously in normal, ketonemic, and starved animals.
      ;
      • Brockman R.P.
      Roles for insulin and glucagon in the development of ruminant ketosis—A review.
      ), and it has been suggested that hypoinsulinemia is a prerequisite for ketosis development (
      • Hove K.
      Nocturnal plasma insulin levels in cows with varying levels of plasma ketone bodies; Relations to plasma sugar and acetoacetate.
      ). However, sometimes there are no differences in circulating insulin between ketotic cows and healthy controls (
      • Oikawa S.
      • Elsayed H.K.
      • Shibata C.
      • Chisato K.
      • Nakada K.
      Peripartum metabolic profiles in a Holstein dairy herd with alarm level prevalence of subclinical ketosis detected in early lactation.
      ; L. H. Baumgard, unpublished data), and actually ketosis is sometimes accompanied by hyperinsulinemia (
      • Kronfeld D.S.
      Hypoglycemia in ketotic cows.
      ;
      • Holtenius P.
      • Holtenius K.
      New aspects of ketone bodies in energy metabolism of dairy cows: A review.
      ;
      • Herdt T.H.
      Ruminant adaptation to negative energy balance. Influences on the etiology of ketosis and fatty liver.
      ). Further, hyperinsulinemia is thought to occur before clinical signs of ketosis (
      • Rukkwamsuk T.
      • Wensing T.
      • Geelen M.J.
      Effect of overfeeding during the dry period on regulation of adipose tissue metabolism in dairy cows during the periparturient period.
      ,
      • Rukkwamsuk T.
      • Wensing T.
      • Geelen M.J.
      Effect of overfeeding during the dry period on the rate of esterification in adipose tissue of dairy cows during the periparturient period.
      ). This is a peculiar pathological endocrine profile as insulin would normally prevent ketosis on multiple levels: (1) blunting adipose tissue mobilization, (2) reducing hepatic gluconeogenesis and thus minimizing depletion of the TCA cycle's OAA pool, (3) decreasing fatty acid transport into the mitochondria via carnitine palmitoyltransferase 1 (CPT1) downregulation, (4) negatively governing the rate-limiting enzyme of ketone synthesis (HMG-CoA synthase), and (5) increasing peripheral tissue ketone utilization (
      • Jarrett I.G.
      • Filsell O.H.
      • Ballard F.J.
      Metabolic and endocrine interrelationships in normal and diabetic sheep.
      ). Incidentally, despite inappetence, immune activation is also characterized by acute hyperinsulinemia (discussed below). As a result, there are numerous metabolic and endocrine footprints clearly associated with ketosis, a controversial concept originally proposed by
      • Holtenius P.
      • Holtenius K.
      New aspects of ketone bodies in energy metabolism of dairy cows: A review.
      and supported by
      • Herdt T.H.
      Ruminant adaptation to negative energy balance. Influences on the etiology of ketosis and fatty liver.
      .

      Inconsistent Success in Treating Ketosis

      Given hyperketonemia's purported crucial role in transition cow pathophysiology, it stands to reason that clinical intervention should increase productivity. In fact, administering propylene glycol to subclinical hyperketonemic cows did increase milk yield in some instances (
      • Emery R.S.
      • Burg N.
      • Brown L.D.
      • Blank G.N.
      Detection, occurrence and prophylactic treatment of borderline ketosis with propylene glycol feeding.
      ;
      • McArt J.A.A.
      • Nydam D.V.
      • Ospina P.A.
      • Oetzel G.R.
      A field trial on the effect of propylene glycol on milk yield and resolution of ketosis in fresh cows diagnosed with subclinical ketosis.
      ;
      • Lomander H.
      • Frössling J.
      • Ingvartsen K.L.
      • Gustafsson H.
      • Svensson C.
      Supplemental feeding with glycerol or propylene glybol of dairy cows in early lactation—Effects on metabolic status, body condition, and milk yield.
      ) but not in others (
      • Hoedemaker M.
      • Prange D.
      • Zerbe H.
      • Frank J.
      • Daxenberger A.
      • Meyer H.H.D.
      Peripartal propylene glycol supplementation and metabolism, animal health, fertility, and production in dairy cows.
      ;
      • Liu Q.
      • Wang C.
      • Yang W.Z.
      • Zhang W.W.
      • Yang X.M.
      • He D.C.
      • Dong K.H.
      • Huang Y.X.
      Effects of feeding propylene glycol on dry matter intake, lactation performance, energy balance and blood metabolites in early lactation dairy cows.
      ;
      • Bors S.I.
      • Solcan G.
      • Vlad-Sabie A.
      Effects of propylene glycol supplementation on blood indicators of hepatic function, body condition score, milk fat-protein concentration and reproductive performance of dairy cows.
      ;
      • Østergaard S.
      • Krogh M.A.
      • Oliveira V.H.S.
      • Larsen T.
      • Otten N.D.
      GplusE Consortium
      Only few benefits from propylene glycol drench in early lactation for cows identified as physiologically imbalanced based on milk spectra analyses.
      ;
      • Capel M.B.
      • Bach K.D.
      • Mann S.
      • McArt J.A.A.
      A randomized controlled trial to evaluate propylene glycol alone or in combination with dextrose as a treatment for hyperketonemia in dairy cows.
      ). Explanations for the inconsistencies are not clear; however, one explanation for a positive effect may be that the additional endogenous glucose produced with propylene glycol administration temporarily alleviated the glucose burden of a transition dairy cow that is simultaneously inflamed. A reason for not observing an effect on milk yield is that the cows were healthy and the hyperketonemia was a crucial adjustment they were using to prioritize milk synthesis. Additionally, ketones blunt adipose tissue mobilization (in a negative feedback loop;
      • Björntorp B.
      Effect of ketone bodies on lipolysis in adipose tissue in vitro.
      ); therefore, therapeutically reducing ketones during subclinical ketosis could do more harm than good. Regardless, the collective body of evidence does not fully support the notion that medically treating hyperketonemia benefits milk synthesis. Incidentally, using steroids as part of a regimen to remediate ketosis needs a thorough re-examination, considering their role in immunosuppression.
      In summary, transition cow health problems, suboptimal milk production, premature culling, and poor reproduction remain key hurdles to profitable dairy farming. During the last 50 yr, dairy scientists have increasingly viewed elevated circulating NEFA and ketones and hypocalcemia as pathological and causal toward negative outcomes. This tenet is largely based on observational studies, epidemiology, correlations, and ex vivo immune cell function assays. However, it is becoming more evident that periparturient diseases and disorders cannot be explained by the severity of changes in these simple metabolites. Interpreting biomarkers as causal agents of metabolic disorders deviates from the purpose of epidemiological studies. We believe that the postcalving changes to energetic and Ca metabolism reflect normal biological processes that healthy cows use to maximize milk synthesis or severe dysregulation of these processes arising from inflammation-induced changes enlisted to prioritize health (Figure 2).
      Figure thumbnail gr2
      Figure 2Potential downstream consequences of immune activation. In this model, decreased feed intake, hypocalcemia, excessive nonesterified fatty acids (NEFA), hyperketonemia, and hepatic lipidosis are not causative of poor transition cow performance and health but rather reflect prior immune stimulation. DA = displaced abomasum.

      INFLAMMATION

      Regardless of health status (
      • Humblet M.F.
      • Guyot H.
      • Boudry B.
      • Mbayahi F.
      • Hanzen C.
      • Rollin F.
      • Godeau J.M.
      Relationship between haptoglobin, serum amyloid A, and clinical status in a survey of dairy herds during a 6-month period.
      ), inflammation is observed in almost all cows during the transition period (
      • Ametaj B.N.
      • Bradford B.J.
      • Bobe G.
      • Nafikov R.A.
      • Lu Y.
      • Young J.W.
      • Beitz D.C.
      Strong relationships between mediators of the acute phase response and fatty liver in dairy cows.
      ;
      • Bionaz M.
      • Trevisi E.
      • Calamari L.
      • Librandi L.
      • Ferrari A.
      • Bertoni G.
      Plasma paraoxonase, health, inflammatory conditions, and liver function in transition dairy cows.
      ;
      • Bertoni G.
      • Trevisi E.
      • Han X.
      • Bionaz M.
      Effects of inflammatory conditions on liver activity in puerperium period and consequences for performance in dairy cows.
      ;
      • Mullins C.R.
      • Mamedova L.K.
      • Brouk M.J.
      • Moore C.E.
      • Green H.B.
      • Perfield K.L.
      • Smith J.F.
      • Harner J.P.
      • Bradford B.J.
      Effects of monensin on metabolic parameters, feeding behavior, and productivity of transition dairy cows.
      ). Immune activation appears to be a double-edged sword, as a proper amount is required to healthfully navigate the periparturient period. In part, an active immune system is a normal constituent of dry-off and parturition arising from nonpathogenic sources such as tissue damage and remodeling (i.e., sterile homeostatic inflammation). Examples include mammary gland involution (
      • Atabai K.
      • Sheppard D.
      • Werb Z.
      Roles of the innate immune system in mammary gland remodeling during involution.
      ), adipose tissue remodeling (
      • Kosteli A.
      • Sugaru E.
      • Haemmerle G.
      • Martin J.F.
      • Lei J.
      • Zechner R.
      • Ferrante Jr., A.W.
      Weight loss and lipolysis promote a dynamic immune response in murine adipose tissue.
      ), and placental expulsion (
      • Challis J.R.
      • Lockwood C.J.
      • Myatt L.
      • Norman J.E.
      • Strauss III, J.F.
      • Petraglia F.
      Inflammation and pregnancy.
      ). In these situations, the immune system is activated via molecular patterns of nonpathogenic origin with the primary goal of remodeling tissue to support a new physiological state. It is unclear how much these nonpathogenic sources of inflammation contribute to systemic inflammation observed in poorly transitioning dairy cows. Cows are exposed to a myriad of physiological, environmental, and psychological stressors between dry-off and the early postpartum period that disrupt barrier integrity at epithelial interfaces (e.g., uterine, mammary, intestinal, and lung), which are constantly exposed to pathogens and colonized by commensal microorganisms. When microorganisms breach the epithelial barrier, underlying immune cells and tissues react quickly to prevent further infection. Immune cells respond after recognizing pathogen-associated molecular patterns (PAMP) via pathogen recognition receptors (PRR). These PRR are present on leukocytes and other cells, including adipocytes (
      • Vailati Riboni M.
      • Meier S.
      • Priest V.
      • Burke C.R.
      • Kay J.K.
      • McDougall S.
      • Mitchell M.D.
      • Walker C.G.
      • Crookenden M.
      • Heiser A.
      • Roche J.R.
      • Loor J.J.
      Adipose and liver gene expression profiles in response to treatment with a nonsteroidal anti-inflammatory drug after calving in grazing dairy cows.
      ), skeletal muscle (
      • Frost R.A.
      • Lang C.H.
      Skeletal muscle cytokines: Regulation by pathogen associated molecules and catabolic hormones.
      ), hepatocytes (
      • Xu T.
      • Cardoso F.C.
      • Pineda A.
      • Trevisi E.
      • Shen X.
      • Rosa F.
      • Osorio J.S.
      • Loor J.J.
      Grain challenge affects systemic and hepatic molecular biomarkers of inflammation, stress, and metabolic responses to a greater extent in Holstein than Jersey cows.
      ), endometrial cells (
      • Sheldon I.M.
      • Roberts M.H.
      Toll-like receptor 4 mediates the response of epithelial and stromal cells to lipopolysaccharide in endometrium.
      ), mammary epithelial cells (
      • Ibeagha-Awemu E.M.
      • Lee J.-W.
      • Ibeagha A.E.
      • Bannerman D.D.
      • Paape M.J.
      • Zhao X.
      Bacterial lipopolysaccharide induces increased expression of toll-like receptor (TLR) 4 and downstream TLR signaling molecules in bovine mammary epithelial cells.
      ), and intestinal epithelial cells (
      • Malmuthuge N.
      • Li M.
      • Fries P.
      • Griebel P.J.
      • Guan L.L.
      Regional and age dependent changes in gene expression of Toll-like receptors and key antimicrobial defence molecules throughout the gastrointestinal tract of dairy calves.
      ). Interaction of the PAMP with the PRR triggers a signaling cascade culminating in inflammatory cytokine production (
      • Lu Y.C.
      • Yeh W.
      • Ohashi P.S.
      LPS/TLR4 signal transduction pathway.
      ). Immune activation can be experimentally modeled via administrating LPS, the antigenic component of gram-negative bacteria, which is recognized by the toll-like receptors (TLR;
      • Kumar H.
      • Kawai T.
      • Akira S.
      Pathogen recognition by the innate immune system.
      ) and elicits a well-characterized and robust immune response (
      • van Miert A.S.
      • Frens J.
      The reaction of different animal species to bacterial pyrogens.
      ;
      • Waldron M.R.
      • Kulick A.E.
      • Bell A.W.
      • Overton T.R.
      Acute experimental mastitis is not causal toward the development of energy-related metabolic disorders in early postpartum dairy cows.
      ;
      • Eckel E.F.
      • Ametaj B.N.
      Invited review: Role of bacterial endotoxins in the etiopathogenesis of periparturient diseases of transition dairy cows.
      ). Other models utilizing specific pathogens or PAMP also exist (i.e., live bacteria, lipoteichoic acid), and much of what we know about immune system effects on metabolism stem from these well-controlled and repeatable models. However, it is important to remember that the source of inflammation underlying these responses in practical situations arises from a wide variety of immunogenic and pathogenic components at 3 prominent sources in the transition cow: the uterus, mammary gland, and gastrointestinal tract.

      Sources of Pathogenic Inflammation in the Transition Cow

      Uterus

      Bacteria present within the uterine lumen were originally thought to originate exclusively from contamination with environmental pathogens during and after parturition (
      • Sheldon I.M.
      • Lewis G.S.
      • LeBlanc S.
      • Gilbert R.O.
      Defining postpartum uterine disease in cattle.
      ); however, it is now established that a uterine microbiome exists (
      • Karstrup C.C.
      • Klitgaard K.
      • Jensen T.K.
      • Agerholm J.S.
      • Pedersen H.G.
      Presence of bacteria in the endometrium and placentomes of pregnant cows.
      ;
      • Moore S.G.
      • Ericsson A.C.
      • Poock S.E.
      • Melendez P.
      • Lucy M.C.
      Hot topic: 16S rRNA gene sequencing reveals the microbiome of the virgin and pregnant bovine uterus.
      ). Both bacteria adapted to the uterus (part of the existing microbiome before parturition) and bacteria originating from the environment contribute to metritis (
      • Sheldon I.M.
      • Cronin J.G.
      • Bromfield J.J.
      Tolerance and innate immunity shape the development of postpartum uterine disease and the impact of endometritis in dairy cattle.
      ). Infiltration of environmental microorganisms is restricted by anatomical barriers, including the vulva, vagina, and cervix; however, dilation of these structures during and after parturition reduces their ability to prevent pathogen entry. Tight junction (TJ) proteins connect adjacent uterine epithelial cells separating the apical and basolateral components of the endometrium and prevent bacteria from penetrating the underlying stroma (
      • Sheldon I.M.
      • Cronin J.G.
      • Bromfield J.J.
      Tolerance and innate immunity shape the development of postpartum uterine disease and the impact of endometritis in dairy cattle.
      ). Epithelial cells recognize pathogens via PRR, which triggers inflammatory cytokine and antimicrobial peptide production (
      • Davies D.
      • Meade K.G.
      • Herath S.
      • Eckersall P.D.
      • Gonzalez D.
      • White J.O.
      • Conlan R.S.
      • O'Farrelly C.
      • Sheldon I.M.
      Toll-like receptor and antimicrobial peptide expression in the bovine endometrium.
      ). Interestingly, both apical and basolateral PRR activation triggers cytokine secretion apically, and this aids in immune cell recruitment to the infection site (
      • Sheldon I.M.
      • Cronin J.G.
      • Bromfield J.J.
      Tolerance and innate immunity shape the development of postpartum uterine disease and the impact of endometritis in dairy cattle.
      ).
      During parturition, the protective uterine epithelium is often physically injured. Damaged or dying cells release damage-associated molecular patterns, which activate the immune system (independently of bacterial infiltration) to help clear unhealthy tissue. This damaged tissue creates an opportunity for bacteria to access the underlying stroma. Bacterial infiltration of the stroma induces cell damage and cytolysis, stimulating further release of damage-associated molecular patterns (
      • Sheldon I.M.
      • Cronin J.G.
      • Bromfield J.J.
      Tolerance and innate immunity shape the development of postpartum uterine disease and the impact of endometritis in dairy cattle.
      ); these are recognized by epithelial and stromal cells via PRR, which intensifies the inflammatory response (
      • Blander J.M.
      • Sander L.E.
      Beyond pattern recognition: Five immune checkpoints for scaling the microbial threat.
      ). Despite extensive defense mechanisms, increased circulating inflammatory cytokines are frequently observed in naturally metritic cows (
      • Barragan A.A.
      • Piñeiro J.M.
      • Schuenemann G.M.
      • Rajala-Schultz P.J.
      • Sanders D.E.
      • Lakritz J.
      • Bas S.
      Assessment of daily activity patterns and biomarkers of pain, inflammation, and stress in lactating dairy cows diagnosed with clinical metritis.
      ), and increased circulating LPS occurs in severe metritis (
      • Mateus L.
      • Lopes da Costa L.
      • Diniz P.
      • Ziecik A.J.
      Relationship between endotoxin and prostaglandin (PGE2 and PGFM) concentrations and ovarian function in dairy cows with puerperal endometritis.
      ). As alluded to above, the act of parturition independently triggers inflammation, and the severity of dystocia likely predisposes cows to a higher risk of pathogen entry into local and systemic circulation. In summary, both the act of parturition and bacterial contamination can contribute to local and systemic inflammation in dairy cows.

      Mammary Gland

      The mammary gland is highly susceptible to bacterial infections, making it a prominent source of pathogen infiltration in the transition period. Intramammary infections are most prevalent during early involution (i.e., dry-off) and colostrogenesis (
      • Ballou M.A.
      Inflammation: Role in the etiology and pathophysiology of clinical mastitis in dairy cows.
      ). Abrupt milking cessation at dry-off engorges the udder with milk, increasing intramammary pressure and disrupting physical defense mechanisms within the streak canal (i.e., the keratin plug;
      • Tucker C.B.
      • Lacy-Hulbert S.J.
      • Webster R.J.
      Effect of milking frequency and feeding level before and after dry off on dairy cattle behavior and udder characteristics.
      ); allowing microorganisms to colonize the mammary gland (
      • Bradley A.J.
      • Green M.J.
      The importance of the nonlactating period in the epidemiology of intramammary infection and strategies for prevention.
      ). Additionally, nonpathogenic inflammation is also involved with tissue remodeling and mammary involution (
      • Monks J.
      • Geske F.J.
      • Lehman L.
      • Fadok V.A.
      Do inflammatory cells participate in mammary gland involution?.
      ). Regardless, bacterial infections often remain quiescent throughout the dry period and clinical disease is not observed until the periparturient period (
      • Bradley A.J.
      • Green M.J.
      The importance of the nonlactating period in the epidemiology of intramammary infection and strategies for prevention.
      ). Interestingly, a previous report estimated that approximately 65% of early-lactation clinical coliform mastitis cases originated during the dry period (
      • Smith K.L.
      • Todhunter D.A.
      • Schoenberger P.S.
      Environmental mastitis: Cause, prevalence, and prevention.
      ).
      Bovine mammary epithelial cells synthesize and secrete milk while simultaneously maintaining a semipermeable barrier between blood and milk components. Integrity of the blood–milk barrier is reliant on TJ proteins, which connect adjacent epithelial cells (
      • Burton J.L.
      • Erskine R.J.
      Immunity and mastitis. Some new ideas for an old disease.
      ). Lipopolysaccharide, released during gram-negative bacterial proliferation within the teat and gland cistern, is recognized by resident leukocytes and mammary epithelial cells via TLR4 (
      • Ibeagha-Awemu E.M.
      • Lee J.-W.
      • Ibeagha A.E.
      • Bannerman D.D.
      • Paape M.J.
      • Zhao X.
      Bacterial lipopolysaccharide induces increased expression of toll-like receptor (TLR) 4 and downstream TLR signaling molecules in bovine mammary epithelial cells.
      ). Proinflammatory cytokines, produced in response to TLR4 activation, signal recruitment of effector leukocytes into the mammary gland and disrupt TJ integrity (
      • Burton J.L.
      • Erskine R.J.
      Immunity and mastitis. Some new ideas for an old disease.
      ;
      • Xu T.
      • Dong Z.
      • Wang X.
      • Qi S.
      • Li X.
      • Cheng R.
      • Liu X.
      • Zhang Y.
      • Gao M.-Q.
      IL-1β induces increased tight junction permeability in bovine mammary epithelial cells via the IL-1β-ERK1/2-MLCK axis upon blood-milk barrier damage.
      ). Furthermore, leukocyte pathogen elimination triggers epithelial cell damage (
      • Wellnitz O.
      • Zbinden C.
      • Huang X.
      • Bruckmaier R.M.
      Short communication: Differential loss of bovine mammary epithelial barrier integrity in response to lipopolysaccharide and lipoteichoic acid.
      ). Altogether, these changes can disrupt the blood–milk barrier, resulting in systemic inflammation and potentially both endotoxemia and bacteremia; this occurs in an alarming number of gram-negative bacterial infections (
      • Wenz J.R.
      • Barrington G.M.
      • Garry F.B.
      • McSweeney K.D.
      • Dinsmore R.P.
      • Goodell G.
      • Callan R.J.
      Bacteremia associated with naturally occurring acute coliform mastitis in dairy cows.
      ). Interestingly, TJ can also be disrupted by stress events such as feed restriction (
      • Stumpf M.T.
      • Fischer V.
      • McManus C.M.
      • Kolling G.J.
      • Zanela M.B.
      • Santos C.S.
      • Abreu A.S.
      • Montagner P.
      Severe feed restriction increases permeability of mammary gland cell tight junctions and reduces ethanol stability of milk.
      ;
      • Kvidera S.K.
      • Horst E.A.
      • Sanz Fernandez M.V.
      • Abuajamieh M.
      • Ganesan S.
      • Gorden P.J.
      • Green H.B.
      • Schoenberg K.M.
      • Trout W.E.
      • Keating A.F.
      • Baumgard L.H.
      Characterizing effects of feed restriction and glucagon-like peptide 2 administration on biomarkers of inflammation and intestinal morphology.
      ). Consequently, the mammary gland is a likely culprit in immune activation both after and before parturition.

      Gastrointestinal Tract

      The intestinal epithelium serves a dual purpose of nutrient absorption and protection from pathogens and other antigens present within the gastrointestinal tract. The importance of proper barrier function cannot be overstated as the intestine is continuously exposed to potential pathogens and toxins and has an enormous surface area (∼400 m2 in humans;
      • Mani V.
      • Weber T.E.
      • Baumgard L.H.
      • Gabler N.K.
      Growth and Development Symposium: Endotoxin, inflammation, and intestinal function in livestock.
      ;
      • Murphy K.
      The mucosal immune system.
      ). The gastrointestinal tract harbors trillions of microorganisms (
      • Hooper L.V.
      • Macpherson A.J.
      Immune adaptations that maintain homeostasis with the intestinal microbiota.
      ), and it has been estimated that the human intestinal tract contains >1 g of LPS (
      • Erridge C.
      • Attina T.
      • Spickett C.M.
      • Webb D.J.
      A high-fat meal induces low-grade endotoxemia: Evidence of a novel mechanism of postprandial inflammation.
      ). To put this into context, 1 g is 4,000-fold greater than that necessary to cause a >90% decrease in milk yield in a 700-kg cow (
      • Kvidera S.K.
      • Horst E.A.
      • Abuajamieh M.
      • Mayorga E.J.
      • Sanz Fernandez M.V.
      • Baumgard L.H.
      Glucose requirements of an activated immune system in lactating Holstein cows.
      ;
      • Horst E.A.
      • Kvidera S.K.
      • Mayorga E.J.
      • Shouse C.S.
      • Al-Qaisi M.
      • Dickson M.J.
      • Ydstie J.
      • Ramirez-Ramirez H.A.
      • Keating A.F.
      • Dickson D.J.
      • Griswold K.E.
      • Baumgard L.H.
      Effect of chromium on bioenergetics and leukocyte dynamics following immunoactivation in lactating Holstein cows.
      ,
      • Horst E.A.
      • Mayorga E.J.
      • Al-Qaisi M.
      • Abeyta M.A.
      • Goetz B.M.
      • Ramirez-Ramirez H.A.
      • Kleinschmit D.H.
      • Baumgard L.H.
      Effects of dietary zinc source on the metabolic and immunological response to lipopolysaccharide in lactating Holstein dairy cows.
      ). Microbial exposure is certainly more extensive in ruminants due to pregastric fermentation and the relative size of the alimentary tract. The stratified squamous epithelium lining the reticulorumen and omasum is composed of 4 distinct strata that serve both metabolic and barrier integrity roles. In contrast to the reticulorumen and omasum, the lower gut is composed of a simple columnar epithelium, which consists of both absorptive epithelial cells and a myriad of immune-related cells with extensive defense mechanisms to protect the epithelial barrier (the intricate details of which are reviewed by
      • Steele M.A.
      • Penner G.B.
      • Chaucheyras-Durand F.
      • Guan L.L.
      Development and physiology of the rumen and the lower gut: Targets for improving gut health.
      ). More than 75% of all lymphocytes are located in the gastrointestinal tract of a healthy animal (
      • van der Heijden P.J.
      • Stok W.
      • Bianchi A.T.J.
      Contribution of immunoglobulin-secreting cells in the murine small intestine to the total “background” immunoglobulin production.
      ), highlighting the threat in its paradoxical absorption and gatekeeping roles.
      Dairy cows are exposed to numerous situations that can negatively affect intestinal barrier integrity, including heat stress (
      • Baumgard L.H.
      • Rhoads Jr., R.P.
      Effects of heat stress on postabsorptive metabolism and energetics.
      ;
      • Koch F.
      • Thom U.
      • Albrecht E.
      • Weikard R.
      • Nolte W.
      • Kuhla B.
      • Kuehn C.
      Heat stress directly impairs gut integrity and recruits distinct immune cell populations into the bovine intestine.
      ), SARA (
      • Emmanuel D.G.
      • Madsen K.L.
      • Churchill T.A.
      • Dunn S.M.
      • Ametaj B.N.
      Acidosis and lipopolysaccharide from Escherichia coli B:055 cause hyperpermeability of rumen and colon tissues.
      ;
      • Khafipour E.
      • Krause D.O.
      • Plaizier J.C.
      A grain-based subacute ruminal acidosis challenge causes translocation of lipopolysaccharide and triggers inflammation.
      ), and feed restriction (
      • Zhang S.
      • Albornoz R.I.
      • Aschenbach J.R.
      • Barreda D.R.
      • Penner G.B.
      Short-term feed restriction impairs the absorptive function of the reticulo-rumen and total tract barrier function in beef cattle.
      ;
      • Kvidera S.K.
      • Dickson M.J.
      • Abuajamieh M.
      • Snider D.B.
      • Sanz Fernandez M.V.
      • Johnson J.S.
      • Keating A.F.
      • Gorden P.J.
      • Green H.B.
      • Schoenberg K.M.
      • Baumgard L.H.
      Intentionally induced intestinal barrier dysfunction causes inflammation, affects metabolism, and reduces productivity in lactating Holstein cows.
      ,
      • Kvidera S.K.
      • Horst E.A.
      • Sanz Fernandez M.V.
      • Abuajamieh M.
      • Ganesan S.
      • Gorden P.J.
      • Green H.B.
      • Schoenberg K.M.
      • Trout W.E.
      • Keating A.F.
      • Baumgard L.H.
      Characterizing effects of feed restriction and glucagon-like peptide 2 administration on biomarkers of inflammation and intestinal morphology.
      ;
      • Horst E.A.
      • Mayorga E.J.
      • Al-Qaisi M.
      • Rodriguez-Jimenez S.
      • Goetz B.M.
      • Abeyta M.A.
      • Gorden P.J.
      • Kvidera S.K.
      • Baumgard L.H.
      Evaluating effects of zinc hydroxychloride on biomarkers of inflammation and intestinal integrity during feed restriction.
      ). Potential mechanisms by which heat stress and rumen acidosis may affect barrier integrity have been described in detail elsewhere (
      • Baumgard L.H.
      • Rhoads Jr., R.P.
      Effects of heat stress on postabsorptive metabolism and energetics.
      ;
      • Steele M.A.
      • Penner G.B.
      • Chaucheyras-Durand F.
      • Guan L.L.
      Development and physiology of the rumen and the lower gut: Targets for improving gut health.
      ). Interestingly, stress alone is associated with gastrointestinal hyperpermeability (
      • Pohl C.S.
      • Medland J.E.
      • Mackey E.
      • Edwards L.L.
      • Bagley K.D.
      • DeWilde M.P.
      • Williams K.J.
      • Moeser A.J.
      Early weaning stress induces chronic functional diarrhea, intestinal barrier defects, and increased mast cell activity in a porcine model of early life adversity.
      ) and systemic inflammation (
      • Proudfoot K.L.
      • Weary D.M.
      • LeBlanc S.J.
      • Mamedova L.K.
      • von Keyserlingk M.A.G.
      Exposure to an unpredictable and competitive social environment affects behavior and health of transition dairy cows.
      ). In response to stress, the hypothalamic-pituitary-adrenal axis is activated, which in turn stimulates nervous system and peripheral tissue production of corticotropin-releasing factor (CRF) and subsequent release of adrenocorticotropin hormone from the anterior pituitary gland (
      • Charmandari E.
      • Tsigos C.
      • Chrousos G.
      Endocrinology of the stress response.
      ). Receptors for CRF are widely expressed in both the central and peripheral nervous system, where they interact with enteric neurons and epithelial immune cells (
      • Larauche M.
      • Kiank C.
      • Tache Y.
      Corticotropin releasing factor signaling in colon and ileum: Regulation by stress and pathophysiological implications.
      ;
      • Li Y.
      • Song Z.
      • Kerr K.A.
      • Moeser A.J.
      Chronic social stress in pigs impairs intestinal barrier and nutrient transporter function, and alters neuro-immune mediator and receptor expression.
      ). Administering CRF induces intestinal barrier dysfunction (
      • Teitelbaum A.A.
      • Gareau M.G.
      • Jury J.
      • Yang P.C.
      • Perdue M.H.
      Chronic peripheral administration of corticotropin-releasing factor causes colonic barrier dysfunction similar to psychological stress.
      ) and initiates systemic inflammation (
      • Cooke R.F.
      • Bohnert D.W.
      Technical note: Bovine acute-phase response after corticotrophin-release hormone challenge.
      ;
      • Cooke R.F.
      • Carroll J.A.
      • Dailey J.
      • Cappellozza B.I.
      • Bohnert D.W.
      Bovine acute-phase response after different doses of corticotropin-releasing hormone challenge.
      ). The negative consequences of CRF on the epithelium seem to be mediated by intestinal resident mast cell degranulation and release of histamine, proteases, and cytokines, which negatively affect intestinal barrier function (
      • Moeser A.J.
      • Ryan K.A.
      • Nighot P.K.
      • Blikslager A.T.
      Gastrointestinal dysfunction induced by early weaning is attenuated by delayed weaning and mast cell blockage in pigs.
      ;
      • Overman E.L.
      • Rivier J.E.
      • Moeser A.J.
      CRF induces intestinal epithelial barrier injury via the release of mast cell proteases and TNF-α.
      ). Mechanistically, the effects of CRF on barrier integrity are not fully elucidated but likely are a consequence of disrupted TJ complexes (
      • Groschwitz K.R.
      • Wu D.
      • Osterfeld H.
      • Ahrens R.
      • Hogan S.P.
      Chymase-mediated intestinal epithelial permeability is regulated by a protease-activating receptor/matrix metalloproteinase-2-dependent mechanism.
      ). In addition to hypothalamic release, CRF is produced and released by intestinal cells (including immune and enterochromaffin cells), and the localized production can also affect intestinal epithelial function (
      • Albert-Bayo M.
      • Paracuellos I.
      • González-Castro A.M.
      • Rodríguez-Urrutia A.
      • Rodríguez-Lagunas M.J.
      • Alonso-Cotoner C.
      • Santos J.
      • Vicario M.
      Intestinal mucosal mast cells: Key modulators of barrier function and homeostasis.
      ). Stress-mediated effects on the gut barrier may explain why so many seemingly unrelated situations (e.g., heat stress, cold stress, weaning, acidosis, feed restriction) share a common consequence of leaky gut and systemic inflammation.

      Hepatic Response to Inflammation

      The liver is the first organ to filter blood from the portal-drained viscera, intimately tying it with any gut-derived inflammatory challenges. During inflammation, the liver shifts priority from metabolism to defense as it is a critical organ in the immune response. This change is known as the acute phase protein (APP) response, and it involves reduced synthesis of proteins integral in normal liver metabolism (e.g, albumin, cholesterol, retinol-binding protein, transferrin, and paraoxonase) and increased synthesis of proteins, which aid in the immune and detoxification response (
      • Strnad P.
      • Tacke F.
      • Koch A.
      • Trautwein C.
      Liver—Guardian, modifier and target of sepsis.
      ). Acute phase proteins are classified as either negative or positive based on their directional change (
      • Kushner I.
      • Mackiewicz A.
      Acute phase proteins as disease markers.
      ); circulating positive APP increase in response to inflammation, whereas negative APP concomitantly decrease. In coordination with APP production, the liver plays a key role in detoxifying bacterial components and excreting them via bile. Interestingly, more than 60% of intravenously infused bacteria are hepatically sequestered within 10 min of infusion (
      • Yan J.
      • Li S.
      • Li S.
      The role of the liver in sepsis.
      ).
      Positive APP aid in pathogen elimination, removal of toxic substances, and maintenance of a balanced inflammatory response (
      • Ceciliani F.
      • Ceron J.J.
      • Eckersall P.D.
      • Sauerwein H.
      Acute phase proteins in ruminants.
      ) and can be further classified as minor, moderate, or major depending on the magnitude of increase observed following immune activation. Common positive APP evaluated in ruminants include serum amyloid A (SAA), haptoglobin (Hp), and LPS-binding protein (LBP;
      • Ceciliani F.
      • Ceron J.J.
      • Eckersall P.D.
      • Sauerwein H.
      Acute phase proteins in ruminants.