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Research| Volume 104, ISSUE 9, P9784-9800, September 2021

Dietary starch level and rumen-protected methionine, lysine, and histidine: Effects on milk yield, nitrogen, and energy utilization in dairy cows fed diets low in metabolizable protein

Open ArchivePublished:June 16, 2021DOI:https://doi.org/10.3168/jds.2020-20094

      ABSTRACT

      Our objective was to investigate the interactions between starch level and rumen-protected Met, Lys, His (RP-MLH) on milk yield, plasma AA concentration, and nutrient utilization in dairy cows fed low metabolizable protein diets (mean = −119 g/d of metabolizable protein balance). Sixteen multiparous Holstein cows (138 ± 46 d in milk, 46 ± 6 kg/d in milk) were used in a replicated 4 × 4 Latin square with a 2 × 2 factorial arrangement of treatments. Each period lasted 21 d with 14 d for diet adaptation and 7 d for data and sample collection. Dietary starch level varied by replacing (dry matter basis) pelleted beet pulp and soyhulls with ground corn resulting in the following treatments: (1) 20% pelleted beet pulp and 10% soyhulls (reduced starch = RS), (2) RS plus RP-MLH (RS+AA), (3) 30% ground corn (high starch = HS), and (4) HS plus RP-MLH (HS+AA). Dietary starch concentrations averaged 12.3 and 34.4% for RS and HS basal diets, respectively. Diets were supplemented with RP-MLH products to supply digestible Met, Lys, and His. Compared with RS and RS+AA diets, HS and HS+AA diets increased yields of milk (37.9 vs. 40.1 kg/d) and milk protein (1.07 vs. 1.16 kg/d) and decreased dry matter intake (25.9 vs. 25.2 kg/d), milk urea N (12.6 vs. 11.0 mg/dL), and plasma urea N (13.3 vs. 11.6 mg/dL). Milk N efficiency was greater in cows fed the HS and HS+AA than RS and RS+AA diets (28.9 vs. 25%), and RP-MLH supplementation improved milk true protein concentration. Starch level × RP-MLH interactions were observed for plasma concentrations of Arg and Lys, with RP-MLH being more effective to increase plasma Arg (+16%) and Lys (+23%) when supplemented to the RS than the HS basal diet. Replacing pelleted beet pulp and soyhulls with ground corn lowered the plasma concentrations of all essential AA except Met and Thr. In addition, the plasma concentrations of His and Met increased with RP-MLH. The apparent total-tract digestibilities of neutral and acid detergent fiber were lower, and those of starch and ether extract greater in cows offered the HS and HS+AA diets than RS and RS+AA diets. Urinary excretion of urea N decreased by replacing pelleted beet pulp and soyhulls with ground corn. Enteric CH4 production, CH4 yield, and CH4 intensity all decreased in the HS and HS+AA versus RS and RS+AA diets. Diets did not affect the intakes of gross energy, metabolizable energy, and net energy of lactation. In contrast, digestible energy intake increased with feeding the RS and RS+AA diets, whereas CH4 energy decreased in cows fed the HS and HS+AA diets. Supplementation with RP-MLH had no effect on energy utilization variables. Overall, the lack of interactions between dietary starch level and RP-MLH supplementation on most variables measured herein showed that the effects of starch intake and RP-MLH were independent or additive.

      Key words

      INTRODUCTION

      Previous research revealed that yields of milk and milk protein decreased in dairy cows fed MP-deficient versus MP-adequate diets (
      • Lee C.
      • Hristov A.N.
      • Cassidy T.W.
      • Heyler K.S.
      • Lapierre H.
      • Varga G.A.
      • de Veth M.J.
      • Patton R.A.
      • Parys C.
      Rumen-protected lysine, methionine, and histidine increase milk protein yield in dairy cows fed a metabolizable protein-deficient diet.
      ;
      • Giallongo F.
      • Harper M.T.
      • Oh J.
      • Lopes J.C.
      • Lapierre H.
      • Patton R.A.
      • Parys C.
      • Shinzato I.
      • Hristov A.N.
      Effects of rumen-protected methionine, lysine, and histidine on lactation performance of dairy cows.
      ). It was also shown that supplementation of MP-deficient diets with rumen-protected Met, Lys, His (RP-MLH) restored milk and milk protein yields to the same levels observed with MP-adequate diets (
      • Lee C.
      • Hristov A.N.
      • Cassidy T.W.
      • Heyler K.S.
      • Lapierre H.
      • Varga G.A.
      • de Veth M.J.
      • Patton R.A.
      • Parys C.
      Rumen-protected lysine, methionine, and histidine increase milk protein yield in dairy cows fed a metabolizable protein-deficient diet.
      ;
      • Giallongo F.
      • Harper M.T.
      • Oh J.
      • Lopes J.C.
      • Lapierre H.
      • Patton R.A.
      • Parys C.
      • Shinzato I.
      • Hristov A.N.
      Effects of rumen-protected methionine, lysine, and histidine on lactation performance of dairy cows.
      ), thus confirming that Met, Lys, and His limited production responses. However, these previous studies (
      • Lee C.
      • Hristov A.N.
      • Cassidy T.W.
      • Heyler K.S.
      • Lapierre H.
      • Varga G.A.
      • de Veth M.J.
      • Patton R.A.
      • Parys C.
      Rumen-protected lysine, methionine, and histidine increase milk protein yield in dairy cows fed a metabolizable protein-deficient diet.
      ;
      • Giallongo F.
      • Harper M.T.
      • Oh J.
      • Lopes J.C.
      • Lapierre H.
      • Patton R.A.
      • Parys C.
      • Shinzato I.
      • Hristov A.N.
      Effects of rumen-protected methionine, lysine, and histidine on lactation performance of dairy cows.
      ) did not explore whether MP interacts with energy to modulate the synthesis of milk and milk protein.
      • Rius A.G.
      • McGilliard M.L.
      • Umberger C.A.
      • Hanigan M.D.
      Interactions of energy and predicted metabolizable protein in determining nitrogen efficiency in the lactating dairy cow.
      reported a 21% increase in milk protein yield in dairy cows fed high (mean = 1.54 Mcal/kg of DM) versus low (mean = 1.45 Mcal/kg of DM) energy diets independent of MP supply, which agree with results obtained by
      • Omphalius C.
      • Lapierre H.
      • Guinard-Flament J.
      • Lamberton P.
      • Bahloul L.
      • Lemosquet S.
      Amino acid efficiencies of utilization vary by different mechanisms in response to energy and protein supplies in dairy cows: Study at mammary-gland and whole-body levels.
      . In contrast,
      • Rius A.G.
      • Appuhamy J.A.D.R.N.
      • Cyriac J.
      • Kirovski D.
      • Becvar O.
      • Escobar J.
      • McGilliard M.L.
      • Bequette B.J.
      • Akers R.M.
      • Hanigan M.D.
      Regulation of protein synthesis in mammary glands of lactating dairy cows by starch and amino acids.
      observed that milk protein yield increased in response to abomasal infusion of casein in the presence of starch, characterizing an energy by protein interaction. Despite key information provided by
      • Rius A.G.
      • Appuhamy J.A.D.R.N.
      • Cyriac J.
      • Kirovski D.
      • Becvar O.
      • Escobar J.
      • McGilliard M.L.
      • Bequette B.J.
      • Akers R.M.
      • Hanigan M.D.
      Regulation of protein synthesis in mammary glands of lactating dairy cows by starch and amino acids.
      ,
      • Rius A.G.
      • McGilliard M.L.
      • Umberger C.A.
      • Hanigan M.D.
      Interactions of energy and predicted metabolizable protein in determining nitrogen efficiency in the lactating dairy cow.
      ) and
      • Omphalius C.
      • Lapierre H.
      • Guinard-Flament J.
      • Lamberton P.
      • Bahloul L.
      • Lemosquet S.
      Amino acid efficiencies of utilization vary by different mechanisms in response to energy and protein supplies in dairy cows: Study at mammary-gland and whole-body levels.
      , we are not aware of any investigation that has focused on the potential interactions between starch intake and RP-MLH supplementation on milk protein yield and nutrient utilization in dairy cows fed low MP diets.
      • Rulquin H.
      • Delaby L.
      Effects of the energy balance of dairy cows on lactational responses to rumen-protected methionine.
      investigated whether dietary levels of energy (87 or 100% of requirements) and RP-Met supplementation would interact to modulate treatment effects on milk yield, milk composition, and plasma concentrations of several metabolites including AA. No significant interactions were observed for most variables analyzed, indicating that, overall, responses to treatments were independent and additive (
      • Rulquin H.
      • Delaby L.
      Effects of the energy balance of dairy cows on lactational responses to rumen-protected methionine.
      ). Nevertheless, further research is needed to better understand potential energy by RP-AA interactions, which underpin processes that affect N and energy utilization in lactating dairy cows. Specifically, we are not aware of any published study evaluating the effects of different dietary starch levels obtained with replacing ground corn for nonforage fiber sources (NFFS) supplemented or not with RP-MLH on milk yield and nutrient utilization in dairy cows fed low MP diets.
      • Boerman J.P.
      • Potts S.B.
      • VandeHaar M.J.
      • Allen M.S.
      • Lock A.L.
      Milk production responses to a change in dietary starch concentration vary by production level in dairy cattle.
      reported that yields of milk and milk protein decreased when ground corn substituted soyhulls at 30% of the diet DM, thus showing that reduced energy intake limited production responses.
      We hypothesized that compared with either increased dietary starch level or RP-MLH supplementation, these feeding strategies together could interact to improve yields of milk and milk components and N and energy utilization in dairy cows fed low MP diets. Our objective was to investigate the interrelationships between dietary starch level, varied by replacing pelleted beet pulp and soyhulls with ground corn, and RP-MLH supplementation on yields of milk and milk components, plasma AA concentration, apparent total-tract digestibility of nutrients, enteric CH4 emission, and N and energy utilization in dairy cows offered low MP diets.

      MATERIALS AND METHODS

      All experimental procedures were approved by the Institutional Animal Care and Use Committee (protocol no. 180305) of the University of New Hampshire (Durham). The experiment was conducted at the University of New Hampshire Fairchild Dairy Teaching and Research Center (Durham) from June 11 to August 26, 2018.

      Cows, Experimental Design, and Treatments

      Sixteen multiparous Holstein cows averaging (mean ± SD) 138 ± 46 DIM, 46 ± 6 kg/d of milk, and 700 ± 55 kg of BW at the beginning of the study were selected. Animals were housed in a tiestall barn equipped with water bowls for free access to water and feed tubs for individual feeding. Cows were milked twice per day at 0530 and 1630 h, with milk yield recorded at each milking throughout the experiment. Animals were weighed (Northeast Scale Co.) immediately after the afternoon milking during 3 consecutive days before the beginning of the study and at the end of each period to compute BW change. Body condition score was assigned by 3 trained individuals before the start of the experiment and on the last day of each period following the procedures outlined by
      • Wildman E.E.
      • Jones G.M.
      • Wagner P.E.
      • Boman R.L.
      • Troutt Jr., H.F.
      • Lesch T.N.
      A dairy cow body condition scoring system and its relationship to selected production characteristics.
      . Dietary ingredients were mixed and offered as TMR twice daily at 0600 and 1700 h using a Super Data Ranger mixer (American Calan Inc.). Orts were collected and weighed daily before the afternoon feeding. Feed offered was adjusted daily to achieve 5 to 10% orts, with individual intake recorded for the duration of the experiment.
      Cows were blocked by milk yield and randomly assigned to treatment sequences in a replicated 4 × 4 Latin square design with a 2 × 2 factorial arrangement of treatments. Squares were balanced for potential first-order carryover effects in subsequent periods as each treatment immediately preceded and followed each other exactly once in every square (
      • Williams E.J.
      Experimental designs balanced for the estimation of residual effects of treatments.
      ). Each experimental period lasted 21 d, including 14 d for diet adaptation and 7 d for data and sample collection. Dietary starch level varied by replacing (DM basis) pelleted beet pulp and soyhulls with ground corn, resulting in the following treatments: (1) 20% pelleted beet pulp and 10% soyhulls (reduced starch = RS), (2) RS plus RP-MLH (RS+AA), (3) 30% ground corn (high starch = HS), and (4) HS plus RP-MLH (HS+AA). The basal diets were formulated (
      • NRC
      Nutrient Requirements of Dairy Cattle.
      ) to be isonitrogenous and meet nutritional requirements, except MP, of a lactating dairy cow averaging 700 kg of BW, 138 DIM, 42 kg/d of milk, 3.5% milk fat, 3% milk true protein, 4.8% milk lactose, and 25 kg/d of DMI and contained (DM basis) 35.7% corn silage, 14.7% mixed (mostly grass) haylage, and 49.6% concentrate. The RP-MLH supplements were top-dressed to the TMR to meet the requirements of digestible MLH in grams per day (
      • Schwab C.
      • Huhtanen P.
      • Hunt C.
      • Hvelplund T.
      Nitrogen requirements of cattle.
      ). The amounts of RP-Met (Smartamine M; Adisseo USA Inc.), RP-Lys (AjiPro-L; Ajinomoto Health & Nutrition North America Inc.), and RP-His (Ajinomoto prototype supplement; Ajinomoto Co. Inc.) supplemented averaged 25, 76, and 110 g/d, respectively. The RP-MLH supplements contained 75% dl-Met (80% bioavailability;
      • Chirgwin D.L.
      • Whitehouse N.L.
      • Brito A.F.
      • Schwab C.G.
      • Sloan B.K.
      Evolving the plasma free AA dose-response technique to determine bioavailability of Met in RP-Met supplements.
      ), 40% Lys (54% bioavailability;
      • Giallongo F.
      • Harper M.T.
      • Oh J.
      • Lopes J.C.
      • Lapierre H.
      • Patton R.A.
      • Parys C.
      • Shinzato I.
      • Hristov A.N.
      Effects of rumen-protected methionine, lysine, and histidine on lactation performance of dairy cows.
      ), and 44% His (14% bioavailability, according to the manufacturer), and were expected to provide 15, 16, and 6.78 g/d of digestible Met, Lys, and His, respectively. The nutritional and AA composition of individual dietary ingredients are shown in Table 1, Table 2, respectively. The ingredient and nutritional composition of the basal diets are presented in Table 3, and the
      • NRC
      Nutrient Requirements of Dairy Cattle.
      evaluation of the 4 treatments is shown in Table 4.
      Table 1Nutrient composition of ingredients used in the experimental diets (% of DM, unless otherwise noted)
      ItemCorn silageHaylage
      Mixed (mostly grass) haylage.
      Ground cornPelleted beet pulpSoyhullsSoybean mealCanola mealDDGS
      DDGS = corn dried distillers grains with solubles.
      Urea
      No. of samples422223333
      DM, % of fresh matter29.428.585.686.789.485.985.583.598.9
      CP8.1816.98.208.5511.853.841.931.7283
      Soluble CP, % of CP66.547.526.014.529.521.720.017.7NA
      NA = not analyzed.
      NDF43.553.88.2535.561.09.4029.034.9NA
      ADF24.936.32.8022.644.87.7720.115.7NA
      ADL2.856.050.955.302.150.978.074.40NA
      Starch33.30.7574.50.201.850.300.571.40NA
      Ether extract3.334.453.751.202.451.575.0014.1NA
      NEL, Mcal/kg of DM1.621.302.061.311.521.831.632.12NA
      Ash3.819.202.1813.65.687.997.017.45NA
      Ca0.150.660.011.430.520.280.610.03NA
      P0.300.400.330.110.150.821.101.11NA
      Mg0.150.260.100.260.230.250.520.31NA
      K0.952.720.390.361.482.111.081.17NA
      Na0.010.060.010.030.010.000.060.09NA
      S0.100.270.100.250.140.440.800.44NA
      Fe, mg/kg of DM33531535.02,21049185.0128120NA
      Zn, mg/kg of DM24.831.518.032.056.041.754.063.7NA
      Cu, mg/kg of DM6.0010.52.009.508.0012.75.338.00NA
      Mn, mg/kg of DM14.347.54.0010218.030.358.319.3NA
      Mo, mg/kg of DM1.733.850.751.200.954.601.371.53NA
      1 Mixed (mostly grass) haylage.
      2 DDGS = corn dried distillers grains with solubles.
      3 NA = not analyzed.
      Table 2Amino acid composition of ingredients used in the experimental diets (n = 1 composited sample per feedstuff)
      ItemCorn silageHaylage
      Mixed (mostly grass) haylage.
      Ground cornPelleted beet pulpSoyhullsSoybean mealCanola mealDDGS
      DDGS = corn dried distillers grains with solubles.
      Total AA, g/100 g5.7110.27.316.9810.750.135.927.3
      EAA, % of total AA
       Arg1.933.254.792.585.037.406.254.69
       His1.401.672.873.442.802.632.872.78
       Ile4.555.313.564.874.294.874.494.25
       Leu11.69.1511.87.597.087.827.5011.5
       Lys2.634.823.284.017.086.526.223.44
       Met1.751.771.781.861.121.322.201.90
       Phe4.555.914.924.874.295.294.445.34
       Thr3.504.633.695.303.823.914.634.03
       Trp0.531.080.820.720.751.381.310.81
       Val5.956.794.657.314.854.875.475.16
      NEAA, % of total AA
       Ala12.49.457.395.594.474.354.666.99
       Asp5.609.066.708.749.6911.37.346.63
       Cys1.581.082.331.431.961.422.792.23
       Gly5.085.913.975.167.834.275.444.32
       Glu12.39.1517.810.512.018.418.416.6
       Hydroxylysine6.305.020.410.430.750.160.530.48
       Hydroxyproline0.350.690.276.304.380.121.031.10
       Orn0.530.890.000.140.090.060.030.11
       Pro8.236.308.625.735.875.376.928.75
       Ser3.503.844.654.735.134.554.134.72
       Try2.282.952.744.304.103.793.043.84
       Taurine3.501.283.014.442.610.260.360.33
      1 Mixed (mostly grass) haylage.
      2 DDGS = corn dried distillers grains with solubles.
      Table 3Ingredient and nutritional composition (% of DM, unless otherwise noted) of the experimental diets
      ItemBasal diets
      Reduced starchHigh starch
      Ingredient
       Corn silage35.735.7
       Mixed (mostly grass) haylage14.714.7
       Ground corn30.0
       Pelleted beet pulp20.0
       Soyhulls10.0
       Soybean meal8.718.71
       BergaFat F100
      BergaFat F100 is a rumen-stable fat containing 80% palmitic acid (Berg+Schmidt America LLC).
      3.003.00
       Canola meal2.762.76
       Mineral and vitamins premix
      Mineral and vitamin premix contained (DM basis): 17.2% Ca, 1.46% P, 5.71% Mg, 8.53% Cl, 0.12% K, 14.7% Na, 0.44% S, 28 mg/kg of Co, 326 mg/kg of Cu, 2,380 mg/kg of Fe, 973 mg/kg of Mn, 1,480 mg/kg of Zn, 2,500 kIU/kg of vitamin A, 400 kIU/kg of vitamin D, and 1 kIU/kg of vitamin E.
      2.502.50
       Sodium bicarbonate1.001.00
       DDGS
      DDGS = corn dried distillers grains with solubles.
      0.920.92
       Urea0.700.70
      Nutrient composition
       DM, % of fresh matter46.846.8
       CP16.416.0
       NDF38.627.9
       Forage NDF23.423.4
       ADF24.616.4
       ADL3.532.54
       Starch12.334.4
       Ether extract5.706.40
       NEL,
      Estimated using the NRC (2001) model with actual DMI, animal variables (DIM, lactation number, and BW), nutrient composition of dietary ingredients, and milk yield and milk composition before the experiment began.
      Mcal/kg of DM
      1.591.68
       Ca1.000.60
       P0.400.40
       Digestible His,
      Estimated using the NRC (2001) model with actual DMI, animal variables (DIM, lactation number, and BW), nutrient composition of dietary ingredients, and milk yield and milk composition before the experiment began.
      % of MP
      2.192.13
       Digestible Met,
      Estimated using the NRC (2001) model with actual DMI, animal variables (DIM, lactation number, and BW), nutrient composition of dietary ingredients, and milk yield and milk composition before the experiment began.
      % of MP
      1.831.87
       Digestible Lys,
      Estimated using the NRC (2001) model with actual DMI, animal variables (DIM, lactation number, and BW), nutrient composition of dietary ingredients, and milk yield and milk composition before the experiment began.
      % of MP
      6.636.71
       Gross energy, Mcal/kg of DM4.164.25
      1 BergaFat F100 is a rumen-stable fat containing 80% palmitic acid (Berg+Schmidt America LLC).
      2 Mineral and vitamin premix contained (DM basis): 17.2% Ca, 1.46% P, 5.71% Mg, 8.53% Cl, 0.12% K, 14.7% Na, 0.44% S, 28 mg/kg of Co, 326 mg/kg of Cu, 2,380 mg/kg of Fe, 973 mg/kg of Mn, 1,480 mg/kg of Zn, 2,500 kIU/kg of vitamin A, 400 kIU/kg of vitamin D, and 1 kIU/kg of vitamin E.
      3 DDGS = corn dried distillers grains with solubles.
      4 Estimated using the
      • NRC
      Nutrient Requirements of Dairy Cattle.
      model with actual DMI, animal variables (DIM, lactation number, and BW), nutrient composition of dietary ingredients, and milk yield and milk composition before the experiment began.
      Table 4
      • NRC
      Nutrient Requirements of Dairy Cattle.
      evaluation of experimental diets with different starch levels supplemented or not with rumen-protected Met, Lys, and His (RP-MLH
      RP-MLH = 25 g/d of RP-Met (Smartamine M; Adisseo USA Inc.), 76 g/d of RP-Lys (AjiPro-L; Ajinomoto Health & Nutrition North America Inc.), and 110 g/d of RP-His (prototype supplement; Ajinomoto Co. Inc.).
      )
      Item
      All values were estimated using the NRC (2001) model with actual DMI, animal variables (DIM, lactation number, and BW), nutrient composition of dietary ingredients, and milk yield and milk composition before the experiment began.
      Treatment
      RS (reduced starch, 12.3% starch) = diet containing 20% pelleted beet pulp and 10% soyhulls, RS+AA = RS diet supplemented with RP-MLH, HS (high starch, 34.4% starch) = diet containing 30% ground corn, and HS+AA = HS diet supplemented with RP-MLH.
      RSRS+AAHSHS+AA
      NEL, Mcal/d
       Requirement40.040.040.040.0
       Supply40.140.441.441.5
       Balance0.100.401.301.40
      MP, g/d
       Requirement2,7732,7802,7432,747
       Supply2,6662,7272,5642,612
       Balance−107−53−180−135
      RDP, g/d
       Requirement2,4792,4972,5392,548
       Supply2,6152,6342,6232,633
       Balance1361378485
      RUP, g/d
       Requirement1,6751,6691,5441,541
       Supply1,5371,5901,3211,366
       Balance−137−79−223−175
      Digestible His, g/d
       Requirement
      Requiements of digestible His, Met, and Lys were calculated as 2.2, 2.2, and 6.6% of MP requirements, respectively (Schwab et al., 2005).
      61616060
       Supply from diet58595555
       Supply from RP-His0707
       Balance−35−52
      Digestible Met, g/d
       Requirement
      Requiements of digestible His, Met, and Lys were calculated as 2.2, 2.2, and 6.6% of MP requirements, respectively (Schwab et al., 2005).
      61616060
       Supply from diet49494848
       Supply from RP-Met015015
       Balance−123−123
      Digestible Lys, g/d
       Requirement
      Requiements of digestible His, Met, and Lys were calculated as 2.2, 2.2, and 6.6% of MP requirements, respectively (Schwab et al., 2005).
      183181181181
       Supply177178172173
       Supply from RP-Lys016016
       Balance−713−98
      1 RP-MLH = 25 g/d of RP-Met (Smartamine M; Adisseo USA Inc.), 76 g/d of RP-Lys (AjiPro-L; Ajinomoto Health & Nutrition North America Inc.), and 110 g/d of RP-His (prototype supplement; Ajinomoto Co. Inc.).
      2 All values were estimated using the
      • NRC
      Nutrient Requirements of Dairy Cattle.
      model with actual DMI, animal variables (DIM, lactation number, and BW), nutrient composition of dietary ingredients, and milk yield and milk composition before the experiment began.
      3 RS (reduced starch, 12.3% starch) = diet containing 20% pelleted beet pulp and 10% soyhulls, RS+AA = RS diet supplemented with RP-MLH, HS (high starch, 34.4% starch) = diet containing 30% ground corn, and HS+AA = HS diet supplemented with RP-MLH.
      4 Requiements of digestible His, Met, and Lys were calculated as 2.2, 2.2, and 6.6% of MP requirements, respectively (
      • Schwab C.
      • Huhtanen P.
      • Hunt C.
      • Hvelplund T.
      Nitrogen requirements of cattle.
      ).

      Feed Sampling and Analyses

      Corn silage, mixed (mostly grass) haylage, TMR, and orts were collected thrice weekly and composited by week. Composite samples were dried (55°C, 48 h) in a forced-air oven (VWR Scientific) for determination of DM to adjust the TMR, on an as fed basis, and to calculate DMI throughout the experiment. Samples of forages, concentrates, TMR, and orts were collected thrice during the sampling phase of each period and pooled by week. Weekly ingredients, TMR, and orts were lyophilized for 48 h (Labconco Inc.), ground with a Wiley mill (A. H. Thomas Co.) to pass through a 1-mm screen, and stored in air-tight glass jars until nutritional analysis.
      Lyophilized ground samples of dietary ingredients were shipped to Dairy One Cooperative Inc. (Ithaca, NY) and analyzed for DM, CP, soluble CP, NDF, ADF, ADL, starch, ether extract, ash, and individual minerals by wet chemistry and chromatographic procedures (https://dairyone.com/download/forage-forage-lab-analytical-procedures). In addition, TMR and orts were analyzed for CP, NDF, ADF, gross energy (GE; IKA C2000 basic calorimeter system; KA Works Inc.), and ash at Dairy One Cooperative Inc. Samples of dietary ingredients were ground (0.5-mm screen) and analyzed for AA by cation exchange chromatography coupled with postcolumn ninhydrin derivatization using norleucine as the internal standard (method 982.30;
      • AOAC International
      Official Methods of Analysis.
      ) at the University of Missouri Agricultural Experiment Station Chemical Laboratory (Columbia, MO). Tryptophan was determined after alkaline hydrolysis, and sulfur AA were analyzed after performic acid oxidation (method 988.15;
      • AOAC International
      Official Methods of Analysis.
      ).

      Milk and Blood Sampling and Analyses

      Milk samples were collected using automatic samplers during 4 consecutive milkings starting in the afternoon milking of d 15 of each period. Milk samples were transferred into tubes preserved with 2-bromo-2-nitropropane-1,3 diol (Broad Spectrum Microtabs II; Advanced Instruments Inc.) and stored at 4°C until shipped overnight to Dairy One Cooperative Inc. laboratory for determination of fat, true protein, lactose, and MUN by Fourier transform infrared spectroscopy using a MilkoScan FT+ (Foss Inc.).
      Blood samples were collected into vacutainer 15% EDTA tubes (Monoject) from the coccygeal vessels approximately 4 h after the morning feeding on d 16 and 17 of each period. Tubes were immediately placed in a chill bucket with beads (Chemglass Life Sciences) and transported to the laboratory for centrifugation (2,155 × g, 20 min, 4°C) using an Eppendorf centrifuge (model 5810; Eppendorf). Plasma samples were composited by cow and period, and the composite samples were used to analyze the concentrations of AA, His-containing metabolites, and urea N (PUN) at Ajinomoto Co. Inc. using a High-Speed AA analyzer L-8900 (Hitachi High-Technologies Co.) following the procedures reported by the manufacturer (https://www.hitachi-hightech.com/us/library/literature/brochure-l-8900-amino-acid-analyzer.html). Codified plasma samples were shipped to Ajinomoto Co. Inc. to blind treatments identity. Whole blood samples for hemoglobin analysis were taken on d 16 of each period as reported above and shipped overnight to the Cornell University Animal Health Diagnostic Center (Ithaca, NY) on the same day of collection. Hemoglobin was analyzed via spectrophotometry using lysed red blood cells, with free hemoglobin converted to cyanmethemoglobin after cyanide addition and detection set at 540 nm wavelength.

      Fecal and Urinary Sampling and Analyses

      Fecal grab samples were taken directly from the rectum or during voluntary defecation at 0600 and 1500 h (d 18); 0900, 1200, and 1800 h (d 19); and 0000, 0300, and 2100 h (d 20) of the sampling phase in each period. Fecal samples (~200 g/sampling) were collected into 100-mL specimen containers and transferred into 4-L plastic bags to generate composited samples (wet weight) by cow per period. Next, samples were dried in a forced-air oven (VWR Scientific) at 55°C for approximately 72 h and ground to pass through a 1-mm screen (Wiley mill; A. H. Thomas Co.). Fecal samples were analyzed for DM, CP, NDF, ADF, GE, and ash at Dairy One Cooperative Inc. Triplicate samples (~0.5 g) of feces, TMR, concentrates, and orts were weighed into Ankom F57 bags (25 µm pore size; Ankom Technology), placed in a larger laundry nylon bag, and inserted in the rumen of 1 ruminally cannulated, late-lactation Holstein cow fed a 50:50 forage:concentrate ratio TMR containing corn silage and mixed (mostly grass) haylage (12-d incubation). After removal from the rumen, bags were rinsed with tap water and analyzed in-house for NDF using an Ankom2000 fiber analyzer [Ankom Technology method 6; solutions as in (
      • Van Soest P.J.V.
      • Robertson J.B.
      • Lewis B.A.
      Methods for dietary fiber, neutral detergent fiber, and nonstarch polysaccharides in relation to animal nutrition.
      )]. Indigestible NDF was used as the internal marker to estimate fecal output of DM and apparent total-tract digestibility of nutrients (
      • Cochran R.C.
      • Adams D.C.
      • Wallace J.D.
      • Galyean M.L.
      Predicting digestibility of different diets with internal markers: Evaluation of four potential markers.
      ;
      • Huhtanen P.
      • Kaustell K.
      • Jaakkola S.
      The use of internal markers to predict total digestibility and duodenal flow of nutrients in cattle given six different diets.
      ).
      Spot urine samples were collected concurrently with fecal samples into 100-mL specimen containers through stimulation of the pudendal nerve by massaging the area below the vulva or during voluntary urination. After each sampling, 1 mL of urine was pipetted into 50-mL centrifuge tubes containing 32 mL of 0.072 N H2SO4 to obtain composited urine samples by cow per period and stored at −20°C until analyses. After thawing at room temperature, samples were analyzed for concentrations of creatinine (assay kit no. 500701, Cayman Chemical Co.) using a chromate microplate reader set at a wavelength of 492 nm (Awareness Technology Inc.), allantoin (
      • Chen X.B.
      • Chen Y.
      • Franklin M.
      • Orskov E.
      • Shand W.
      The effect of feed intake and body weight on purine derivative excretion and microbial protein supply in sheep.
      ), uric acid (assay kit no. 1045–225; Stanbio Laboratory), urea N (Stanbio Urea Nitrogen Kit 580; Stanbio Laboratory Inc.), and total N (micro-Kjeldahl analysis,
      • AOAC
      Official Methods of Analysis.
      ; Dairy One Cooperative Inc.). Allantoin, uric acid, and urea N were determined at wavelengths of 522, 520, and 520 nm, respectively, with a UV-visible spectrophotometer (Beckman Coulter Inc.). Daily urine volume was estimated from urinary creatinine concentration assuming a constant creatinine excretion rate of 29 mg/kg of BW (
      • Valadares R.F.D.
      • Broderick G.A.
      • Valadares Filho S.C.
      • Clayton M.K.
      Effect of replacing alfalfa silage with high moisture corn on ruminal protein synthesis estimated from excretion of total purine derivatives.
      ), with the average BW measured in the last 3 d of each period used in the calculations. Urinary excretion of urea N, total N, allantoin, uric acid, and total purine derivatives (allantoin plus uric acid) were calculated by multiplying the concentration of each of these metabolites by the urinary volume.

      Measurements of Gaseous Fluxes

      Emissions of CO2 and enteric CH4 were measured at 0200 and 1400 h (d 15), 0500 and 1700 h (d 16), 0800 and 2000 h (d 17), and 1100 and 2300 h (d 18) of the sampling phase in each period using the GreenFeed system (C-Lock Inc.) following a sampling schedule similar to that reported by
      • Harper M.T.
      • Oh J.
      • Giallongo F.
      • Roth G.W.
      • Hristov A.N.
      Inclusion of wheat and triticale silage in the diet of lactating dairy cows.
      . The GreenFeed unit was placed in front of each cow for approximately 5 min to sample breath and eructated gases, and then moved to the barn alley for about 2 min to sample background gases. The actual gaseous sampling time recorded by the GreenFeed unit averaged 5 min and 14 s, with the unit moved from a cow to the next cow sequentially, which took about 2 h to complete the gaseous sampling. Cows were trained to access to the GreenFeed unit for 2 wk before the beginning of the study. A soybean meal-NFFS-based bait pellet (Hi-Line 16% Dairy/Beef Pellet; Poulin Grain Inc.) with (DM basis) 19.6% CP, 35% NDF, 15.2% ADF, 16.7% starch, 6.2% ether extract, and 4.56 Mcal/kg of GE was used during training and samplings. Approximately 25 g of bait pellets (as fed) were dropped every 15 s during each gaseous sampling, resulting in 0.44 kg of bait DM consumed per cow per time point. One cow did not consistently access the GreenFeed unit, and her data were excluded from the statistical analyses. A complete description of the gaseous sampling protocol and emission calculations was reported by
      • Dorich C.D.
      • Varner R.K.
      • Pereira A.B.D.
      • Martineau R.
      • Soder K.J.
      • Brito A.F.
      Use of a portable, automated, open-circuit gas quantification system and the sulfur hexafluoride tracer technique for measuring enteric methane emissions in Holstein cows fed ad libitum or restricted.
      .

      Calculations

      Yields of milk components were calculated using milk yield and concentrations of milk components obtained from samples collected during milkings from d 15 to 17, summed for daily total, and averaged by period. Energy loss as CH4 was calculated by multiplying enteric CH4 production (L/d) by its enthalpy (9.45 kcal/L). Both digestible energy (DE) and ME intakes were calculated as follows:
      DE intake (Mcal/d) = GE intake (Mcal/d) − fecal energy (Mcal/d);


      ME intake (Mcal/d) = DE intake (Mcal/d) − urinary energy (Mcal/d) − CH4 energy (Mcal/d),


      where urinary energy was calculated using the following equation: urinary energy (Mcal/d) = [14.6 × urinary N output (g/d)]/1,000 (
      • Morris D.L.
      • Firkins J.L.
      • Lee C.
      • Weiss W.P.
      • Kononoff P.J.
      Relationship between urinary energy and urinary nitrogen or carbon excretion in lactating Jersey cows.
      ).
      Tissue energy was calculated as reported by
      • Morris D.L.
      • Kononoff P.J.
      Effects of rumen-protected lysine and histidine on milk production and energy and nitrogen utilization in diets containing hydrolyzed feather meal fed to lactating Jersey cows.
      as follows:
      Tissue energy (Mcal/d) = ME intake (Mcal/d) − heat production (Mcal/d) − milk energy (Mcal/d),


      where heat production (Mcal/d) = [0.0185 × CO2 (L/d) + 6.8]/4.184 (
      • Bayat A.
      • Guinguina A.
      • Huhtanen P.
      Potential of CO2 measurements for ranking of cows for feed efficiency.
      ), and milk energy (Mcal/d) = [(0.0929 × milk fat%) + (0.0563 × milk true protein %) + (0.0395 × milk lactose %)] × milk yield (kg/d) (
      • NRC
      Nutrient Requirements of Dairy Cattle.
      ). Tissue energy was corrected to an NEL basis for calculation of NEL as follows:
      Tissue energy (Mcal of NEL/d) = positive tissue energy × kG/kT or negative tissue energy × kT,


      where kG = efficiency of utilizing ME intake for tissue gain, and kT = efficiency of utilizing body reserve energy for milk yield. Efficiency coefficient values of 0.70 and 0.89 were used for kG and kT, respectively (
      • Moraes L.E.
      • Kebreab E.
      • Strathe A.B.
      • Dijkstra J.
      • France J.
      • Casper D.P.
      • Fadel J.G.
      Multivariate and univariate analysis of energy balance data from lactating dairy cows.
      ). Calculation of NEL was done according to the
      • NRC
      Nutrient Requirements of Dairy Cattle.
      using the following equation:
      NEL (Mcal/d) = 0.080 × BW0.75 + milk energy (Mcal/d) + tissue energy (Mcal/d).


      Statistical Analyses

      Data were analyzed using the MIXED procedure of SAS (version 9.4; SAS Institute Inc.) according to the following model:
      Yijklm = μ + Si + Cj(i) + Pk + SLl + RP-MLHm + SL × RP-MLHlm + eijklm,


      where Yijklm = dependent variable, μ = overall mean, Si = fixed effect of ith square, Cj(i) = random effect of jth cow nested within ith square, Pk = fixed effect of kth period, SLl = fixed effect of lth dietary starch level (reduced or high), RP-MLHm = fixed effect of mth RP-MLH (with or without supplementation), SL × RP-MLHlm = interaction between lth dietary starch level and mth RP-MLH, and eijklm = residual error. Normality of residuals was checked with normal probability and box plots, and homogeneity of variances was checked with plots of residual versus predicted values. Outliers were removed from statistical analyses when studentized residuals were >3.0 or <−3.0. One cow got sick and was diagnosed with displaced abomasum during period 2. A surgery was performed by the University veterinarian, and all her data from period 2 were not used in the statistical analyses. After a full recovery and outlier analyses, data from period 1 (before she got sick) and periods 3 and 4 (after surgery) were deemed adequate to be used statistically. The main effects of dietary starch level and RP-MLH supplementation and their interactions were tested using ANOVA. All animal derived results were expressed as least squares means and standard error of the mean (greatest SEM reported in Tables 58). Significance was declared at P ≤ 0.05 and trends at 0.05 < P ≤ 0.10.
      Table 5Dry matter intake, milk yield and composition, plasma urea N (PUN), blood hemoglobin (Hb), BCS, and BW in lactating dairy cows fed low MP diets with different starch levels (SL) supplemented or not with rumen-protected Met, Lys, and His (RP-MLH
      RP-MLH = 25 g/d of RP-Met (Smartamine M; Adisseo USA Inc.), 76 g/d of RP-Lys (AjiPro-L; Ajinomoto Health & Nutrition North America Inc.), and 110 g/d of RP-His (prototype supplement; Ajinomoto Co. Inc.).
      )
      ItemTreatment
      RS (reduced starch, 12.3% starch) = diet containing 20% pelleted beet pulp and 10% soyhulls, RS+AA = RS diet supplemented with RP-MLH, HS (high starch, 34.4% starch) = diet containing 30% ground corn, and HS+AA = HS diet supplemented with RP-MLH.
      SEMP-value
      SL = main effect of dietary starch level, RP-MLH = main effect of RP-MLH supplementation, and SL × RP-MLH = interaction between dietary starch level and RP-MLH supplementation.
      RSRS+AAHSHS+AASLRP-MLHSL × RP-MLH
      DMI, kg/d25.826.025.125.20.680.020.590.87
      Starch intake, kg/d2.772.937.737.750.19<0.0010.460.55
      Milk yield, kg/d37.438.340.240.01.16<0.0010.490.34
      Milk yield/DMI, kg/kg1.461.481.611.600.03<0.0010.710.60
      4% FCM,
      4% FCM = (0.4 × kg of milk) + (15 × kg of milk fat); Gaines and Davidson (1923).
      kg/d
      37.837.437.838.41.080.370.880.44
      4% FCM/DMI, kg/kg1.481.441.521.540.03<0.010.750.17
      ECM,
      ECM = 0.327 × milk yield (kg/d) + 12.95 × milk fat (kg/d) + 7.20 × milk true protein (kg/d); Tyrrell and Reid (1965).
      kg/d
      39.539.440.240.81.130.090.630.60
      ECM/DMI, kg/kg1.541.521.611.630.03<0.0010.980.26
      Milk fat, %4.053.973.643.740.11<0.0010.820.14
      Milk fat, kg/d1.511.491.451.490.050.350.840.33
      Milk true protein, %2.802.912.872.910.060.02<0.0010.08
      Milk true protein, kg/d1.051.091.151.170.03<0.0010.130.43
      Milk lactose, %4.934.834.984.920.060.050.020.60
      Milk lactose, kg/d1.861.822.021.980.06<0.0010.200.95
      Milk N, % of N intake25.024.928.928.20.50<0.0010.220.39
      MUN, mg/dL12.512.610.811.20.69<0.010.540.82
      PUN, mg/dL13.213.411.311.90.54<0.0010.380.64
      Blood Hb, g/dL10.210.310.110.20.150.150.400.51
      BCS
      On a 1 to 5 scale, where 1 = thin and 5 = fat (Wildman et al., 1982).
      2.832.912.902.870.110.740.630.29
      BW, kg70370270370412.20.640.960.78
      BW change, kg/d0.050.320.090.390.150.710.060.91
      1 RP-MLH = 25 g/d of RP-Met (Smartamine M; Adisseo USA Inc.), 76 g/d of RP-Lys (AjiPro-L; Ajinomoto Health & Nutrition North America Inc.), and 110 g/d of RP-His (prototype supplement; Ajinomoto Co. Inc.).
      2 RS (reduced starch, 12.3% starch) = diet containing 20% pelleted beet pulp and 10% soyhulls, RS+AA = RS diet supplemented with RP-MLH, HS (high starch, 34.4% starch) = diet containing 30% ground corn, and HS+AA = HS diet supplemented with RP-MLH.
      3 SL = main effect of dietary starch level, RP-MLH = main effect of RP-MLH supplementation, and SL × RP-MLH = interaction between dietary starch level and RP-MLH supplementation.
      4 4% FCM = (0.4 × kg of milk) + (15 × kg of milk fat);

      Gaines, W. L., and F. A. Davidson. 1923. Relation between percentage fat content and yield of milk: Correction of milk yield for fat content. No. 245. University of Illinois Agricultural Experiment Station No. 245.

      .
      5 ECM = 0.327 × milk yield (kg/d) + 12.95 × milk fat (kg/d) + 7.20 × milk true protein (kg/d);
      • Tyrrell H.F.
      • Reid J.T.
      Prediction of the energy value of cow's milk.
      .
      6 On a 1 to 5 scale, where 1 = thin and 5 = fat (
      • Wildman E.E.
      • Jones G.M.
      • Wagner P.E.
      • Boman R.L.
      • Troutt Jr., H.F.
      • Lesch T.N.
      A dairy cow body condition scoring system and its relationship to selected production characteristics.
      ).
      Table 8Emissions
      Gases were measured using the GreenFeed system (C-Lock Technology Inc.). Data were derived from 8 individual spot measurements over a 4-d period.
      of CO2 and CH4, dietary energy parameters, and milk energy efficiencies in lactating dairy cows fed low MP diets with different starch level (SL) supplemented or not with rumen-protected Met, Lys, and His (RP-MLH
      RP-MLH = 25 g/d of RP-Met (Smartamine M; Adisseo USA Inc.), 76 g/d of RP-Lys (AjiPro-L; Ajinomoto Health & Nutrition North America Inc.), and 110 g/d of RP-His (a prototype supplement; Ajinomoto Co. Inc.).
      )
      ItemTreatment
      RS (reduced starch, 12.3% starch) = diet containing 20% pelleted beet pulp and 10% soyhulls, RS+AA = RS diet supplemented with RP-MLH, HS (high starch, 34.4% starch) = diet containing 30% ground corn, and HS+AA = HS diet supplemented with RP-MLH.
      SEMP-value
      SL = main effect of dietary starch level, RP-MLH = main effect of RP-MLH supplementation, and SL × RP-MLH = interaction between dietary starch level and RP-MLH supplementation.
      RSRS+AAHSHS+AASLRP-MLHSL × RP-MLH
      Gaseous emissions
       CO2, kg/d11.812.012.111.90.320.790.990.46
       CH4, g/d54554543443420.8<0.0010.980.99
       CH4, g/kg of DMI21.221.117.217.40.78<0.0010.960.77
       CH4, g/kg of ECM13.513.710.710.60.47<0.0010.880.65
      Fractions,
      GE intake = gross energy intake; digestible energy (DE) intake = GE intake − fecal energy; ME intake = DE intake − urinary energy − CH4 energy; NEL = 0.080 × BW0.75 + milk energy + tissue energy (NRC, 2001).
      Mcal/d
       GE intake1071081071072.820.420.580.85
       DE intake78.978.376.776.81.870.030.770.66
       ME intake67.366.366.666.51.830.760.530.57
       NEL intake46.245.345.645.71.530.940.630.49
      Components,
      Urinary energy (Mcal/d) = [14.6 × urinary N output (g/d)]/1,000 (Morris et al., 2021); CH4 energy (Mcal/d) = [CH4 (L/d) × 9.45 (kcal/L)]/1,000; heat production (Mcal/d) = [0.0185 × CO2 (L/d) + 6.8]/4.184 (Bayat et al., 2019); milk energy = [(0.0929 × milk fat %) + (0.0563 × milk true protein %) + (0.0395 × milk lactose %)] × milk yield (kg/d) (NRC, 2001); tissue energy = positive tissue energy × kG/kT or negative tissue energy × kT, where tissue energy = ME intake − heat production − milk energy; efficiency coefficient values of 0.70 and 0.89 were used for kG (efficiency of utilizing ME intake for tissue gain) and kT (efficiency of utilizing body reserve energy for milk yield), respectively (Moraes et al., 2015).
      Mcal/d
       Fecal energy28.630.130.030.31.070.270.170.39
       Urinary energy4.724.744.334.630.200.170.360.44
       CH4 energy7.197.185.725.710.28<0.0010.970.99
       Heat production30.130.430.630.20.790.761.000.48
       Milk energy27.327.127.828.20.800.080.800.58
       Tissue energy7.626.906.596.331.090.250.480.74
      Efficiencies, %
       ME/DE85.084.687.086.50.43<0.0010.240.79
       Milk energy/ME41.541.642.143.10.740.080.420.44
       Heat production/ME44.945.445.545.51.360.700.760.81
       NEL/ME68.868.268.468.50.850.900.730.54
      1 Gases were measured using the GreenFeed system (C-Lock Technology Inc.). Data were derived from 8 individual spot measurements over a 4-d period.
      2 RP-MLH = 25 g/d of RP-Met (Smartamine M; Adisseo USA Inc.), 76 g/d of RP-Lys (AjiPro-L; Ajinomoto Health & Nutrition North America Inc.), and 110 g/d of RP-His (a prototype supplement; Ajinomoto Co. Inc.).
      3 RS (reduced starch, 12.3% starch) = diet containing 20% pelleted beet pulp and 10% soyhulls, RS+AA = RS diet supplemented with RP-MLH, HS (high starch, 34.4% starch) = diet containing 30% ground corn, and HS+AA = HS diet supplemented with RP-MLH.
      4 SL = main effect of dietary starch level, RP-MLH = main effect of RP-MLH supplementation, and SL × RP-MLH = interaction between dietary starch level and RP-MLH supplementation.
      5 GE intake = gross energy intake; digestible energy (DE) intake = GE intake − fecal energy; ME intake = DE intake − urinary energy − CH4 energy; NEL = 0.080 × BW0.75 + milk energy + tissue energy (
      • NRC
      Nutrient Requirements of Dairy Cattle.
      ).
      6 Urinary energy (Mcal/d) = [14.6 × urinary N output (g/d)]/1,000 (
      • Morris D.L.
      • Firkins J.L.
      • Lee C.
      • Weiss W.P.
      • Kononoff P.J.
      Relationship between urinary energy and urinary nitrogen or carbon excretion in lactating Jersey cows.
      ); CH4 energy (Mcal/d) = [CH4 (L/d) × 9.45 (kcal/L)]/1,000; heat production (Mcal/d) = [0.0185 × CO2 (L/d) + 6.8]/4.184 (
      • Bayat A.
      • Guinguina A.
      • Huhtanen P.
      Potential of CO2 measurements for ranking of cows for feed efficiency.
      ); milk energy = [(0.0929 × milk fat %) + (0.0563 × milk true protein %) + (0.0395 × milk lactose %)] × milk yield (kg/d) (
      • NRC
      Nutrient Requirements of Dairy Cattle.
      ); tissue energy = positive tissue energy × kG/kT or negative tissue energy × kT, where tissue energy = ME intake − heat production − milk energy; efficiency coefficient values of 0.70 and 0.89 were used for kG (efficiency of utilizing ME intake for tissue gain) and kT (efficiency of utilizing body reserve energy for milk yield), respectively (
      • Moraes L.E.
      • Kebreab E.
      • Strathe A.B.
      • Dijkstra J.
      • France J.
      • Casper D.P.
      • Fadel J.G.
      Multivariate and univariate analysis of energy balance data from lactating dairy cows.
      ).

      RESULTS AND DISCUSSION

      The lack of interactions between dietary starch level and RP-MLH supplementation on DMI and milk yield and composition (Table 5), plasma concentration of most EAA and NEAA (Table 6), nutrient digestibility (Table 7), and energy balance (Table 8) showed that the effects of starch intake and RP-MLH were independent or additive. There has been limited research investigating energy by AA interactions in dairy cows supplemented with RP-AA.
      • Rulquin H.
      • Delaby L.
      Effects of the energy balance of dairy cows on lactational responses to rumen-protected methionine.
      reported no interaction effects of energy intake level (87 or 100% of requirements) and RP-Met supplementation for most variables analyzed including DMI, yields of milk and milk components, and plasma concentration of AA. However, significant energy by RP-Met interactions were observed for BW gain and plasma concentration of glucose, which are discussed below.
      Table 6Concentrations (μM) of plasma AA and the His-containing metabolites carnosine and 3-methylhistidine in lactating dairy cows fed low MP diets with different starch levels (SL) supplemented or not with rumen-protected Met, Lys, and His (RP-MLH
      RP-MLH = 25 g/d of RP-Met (Smartamine M; Adisseo USA Inc.), 76 g/d of RP-Lys (AjiPro-L; Ajinomoto Health & Nutrition North America Inc.), and 110 g/d of RP-His (prototype supplement; Ajinomoto Co. Inc.)
      )
      ItemTreatment
      RS (reduced starch, 12.3% starch) = diet containing 20% pelleted beet pulp and 10% soyhulls, RS+AA = RS diet supplemented with RP-MLH, HS (high starch, 34.4% starch) = diet containing 30% ground corn, and HS+AA = HS diet supplemented with RP-MLH.
      SEMP-value
      SL = main effect of dietary starch level, RP-MLH = main effect of RP-MLH supplementation, and SL × RP-MLH = interaction between dietary starch level and RP-MLH supplementation.
      RSRS+AAHSHS+AASLRP-MLHSL × RP-MLH
      EAA
       Arg81.895.070.472.73.27<0.001<0.010.04
       His43.055.237.150.92.01<0.01<0.0010.67
       Ile1391471081114.68<0.0010.180.52
       Leu1321371171185.68<0.0010.480.75
       Lys77.295.366.570.73.68<0.001<0.010.03
       Met21.137.523.237.51.550.40<0.0010.37
       Phe48.151.043.543.51.42<0.0010.280.28
       Thr96.510497.595.83.930.240.330.14
       Trp47.948.845.743.71.27<0.010.670.23
       Val2502622022059.09<0.0010.220.46
       Total9361,03781084828.9<0.001<0.010.18
      NEAA
       Ala27529929829115.10.410.380.13
       Asn44.951.244.744.71.910.050.060.06
       Asp2.863.073.163.180.130.060.290.37
       Cit88.695.089.787.34.220.200.440.09
       Cys15.917.818.018.90.56<0.001<0.0010.11
       Gln2102202062086.870.210.320.51
       Glu38.739.039.640.31.720.270.630.85
       Gly2422452992859.90<0.0010.460.29
       Orn39.447.536.537.82.38<0.001<0.010.03
       Pro81.288.292.590.04.440.030.440.11
       Ser71.274.577.374.32.560.140.950.11
       Taurine30.640.139.045.61.86<0.001<0.0010.33
       Tyr49.352.246.245.22.57<0.010.590.30
      Total1,1911,2721,2921,27435.90.060.250.07
      Carnosine17.418.018.218.70.660.190.370.97
      3-Methylhistidine1.581.301.601.410.110.550.040.71
      1 RP-MLH = 25 g/d of RP-Met (Smartamine M; Adisseo USA Inc.), 76 g/d of RP-Lys (AjiPro-L; Ajinomoto Health & Nutrition North America Inc.), and 110 g/d of RP-His (prototype supplement; Ajinomoto Co. Inc.)
      2 RS (reduced starch, 12.3% starch) = diet containing 20% pelleted beet pulp and 10% soyhulls, RS+AA = RS diet supplemented with RP-MLH, HS (high starch, 34.4% starch) = diet containing 30% ground corn, and HS+AA = HS diet supplemented with RP-MLH.
      3 SL = main effect of dietary starch level, RP-MLH = main effect of RP-MLH supplementation, and SL × RP-MLH = interaction between dietary starch level and RP-MLH supplementation.
      Table 7Apparent total-tract digestibility of nutrients and urinary excretion of nitrogenous compounds in lactating dairy cows fed low MP diets with different starch levels (SL) supplemented or not with rumen-protected Met, Lys, and His (RP-MLH
      RP-MLH = 25 g/d of RP-Met (Smartamine M; Adisseo USA Inc.), 76 g/d of RP-Lys (AjiPro-L; Ajinomoto Health & Nutrition North America Inc.), and 110 g/d of RP-His (prototype supplement; Ajinomoto Co. Inc.).
      )
      ItemTreatment
      RS (reduced starch, 12.3% starch) = diet containing 20% pelleted beet pulp and 10% soyhulls, RS+AA = RS diet supplemented with RP-MLH, HS (high starch, 34.4% starch) = diet containing 30% ground corn, and HS+AA = HS diet supplemented with RP-MLH.
      SEMP-value
      SL = main effect of dietary starch level, RP-MLH = main effect of RP-MLH supplementation, and SL × RP-MLH = interaction between dietary starch level and RP-MLH supplementation.
      RSRS+AAHSHS+AASLRP-MLHSL × RP-MLH
      Apparent total-tract digestibility, %
       DM71.070.470.970.60.360.850.190.67
       OM72.372.272.271.60.420.360.380.57
       CP69.268.069.068.60.590.660.070.30
       NDF59.759.244.943.90.74<0.0010.270.75
       ADF63.462.248.847.70.92<0.0010.110.93
       Starch97.998.299.199.10.21<0.0010.460.52
       Ether extract85.882.687.384.60.49<0.001<0.0010.61
      N intake, g/d67770464266617.5<0.001<0.010.83
      Urinary excretion
       Creatinine, mM4.715.015.655.110.460.160.740.25
       Volume, L/d39.037.636.337.22.250.360.900.48
       Urea N, g/d1961951491689.88<0.0010.340.29
       Total N, g/d32332529731714.00.170.370.44
       Urea N, % of total N63.259.650.754.82.36<0.0010.890.06
       Urea N, % N intake29.328.123.525.91.760.020.710.24
       Total N, % N intake47.446.746.848.01.950.830.900.60
       Uric acid, mmol/d10210293.591.95.380.060.850.90
       Allantoin, mmol/d59658457562036.50.800.560.32
       Total PD,
      PD = purine derivatives (uric acid + allantoin).
      mmol/d
      69968466570439.40.830.710.39
      1 RP-MLH = 25 g/d of RP-Met (Smartamine M; Adisseo USA Inc.), 76 g/d of RP-Lys (AjiPro-L; Ajinomoto Health & Nutrition North America Inc.), and 110 g/d of RP-His (prototype supplement; Ajinomoto Co. Inc.).
      2 RS (reduced starch, 12.3% starch) = diet containing 20% pelleted beet pulp and 10% soyhulls, RS+AA = RS diet supplemented with RP-MLH, HS (high starch, 34.4% starch) = diet containing 30% ground corn, and HS+AA = HS diet supplemented with RP-MLH.
      3 SL = main effect of dietary starch level, RP-MLH = main effect of RP-MLH supplementation, and SL × RP-MLH = interaction between dietary starch level and RP-MLH supplementation.
      4 PD = purine derivatives (uric acid + allantoin).

      Intake and Milk Yield and Composition

      Dry matter intake, milk yield and composition, feed efficiency, BW, BCS, and concentrations of PUN and blood hemoglobin in dairy cows fed low MP diets are shown in Table 5. There were no significant interactions between dietary starch level and RP-MLH supplementation for production responses, PUN, and blood hemoglobin. A trend (P = 0.08) for an interaction between dietary starch level × RP-MLH supplementation was observed for milk true protein concentration. Supplementation with RP-MLH was more effective to increase milk true protein concentration in the RS than HS diet despite no interaction effect observed for milk true protein yield, suggesting no effect on milk protein synthesis.
      Cows fed the HS and HS+AA diets had lower DMI (25.2 vs. 25.9 kg/d; P = 0.02) than those offered the RS and RS+AA diets (Table 5), possibly in response to increased propionate formation in the rumen. According to
      • 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.
      , among the fuels metabolized in the liver of ruminants, propionate emerges as one of the most prominent satiety signals due to its use for gluconeogenesis and stimulation of hepatic oxidation of acetyl-CoA, resulting in the production of intermediates of the tricarboxylic acid cycle and ATP, which are all involved in satiety regulatory mechanisms. Alternatively, decreased DMI in the HS and HS+AA diets may have been caused by reduced ruminal pH, and consequent negative effects on fiber digestibility in the rumen (
      • Allen M.S.
      Relationship between fermentation acid production in the rumen and the requirement for physically effective fiber.
      ;
      • Brito A.F.
      • Broderick G.A.
      • Reynal S.M.
      Effect of varying dietary ratios of alfalfa silage to corn silage on omasal flow and microbial protein synthesis in dairy cows.
      ;
      • Brito A.F.
      • Broderick G.A.
      Effect of varying dietary ratios of alfalfa silage to corn silage on production and nitrogen utilization in lactating dairy cows.
      ).
      Despite reduced DMI, milk yield increased (P < 0.001) by 2.2 kg/d when cows received the HS and HS+AA diets (Table 5). It is conceivable that increased dietary starch level supplied additional glucose and glucose precursors such as propionate and lactic acid, leading to increased production of milk and milk lactose. In fact, milk lactose yield was 9% greater (P < 0.001) with feeding the HS and HS+AA than RS and RS+AA diets.
      • Rulquin H.
      • Delaby L.
      Effects of the energy balance of dairy cows on lactational responses to rumen-protected methionine.
      observed that the plasma concentration of glucose increased only when RP-Met was supplemented to the low-energy diet (i.e., 87% of the requirements), suggesting a role of Met on gluconeogenesis.
      • Rius A.G.
      • Appuhamy J.A.D.R.N.
      • Cyriac J.
      • Kirovski D.
      • Becvar O.
      • Escobar J.
      • McGilliard M.L.
      • Bequette B.J.
      • Akers R.M.
      • Hanigan M.D.
      Regulation of protein synthesis in mammary glands of lactating dairy cows by starch and amino acids.
      also detected a significant interaction between abomasal infusions of starch and casein for the concentration of glucose in plasma of feed-restricted dairy cows (70% of ad libitum intake). Specifically, plasma glucose was greater when starch was infused in the absence of casein (
      • Rius A.G.
      • Appuhamy J.A.D.R.N.
      • Cyriac J.
      • Kirovski D.
      • Becvar O.
      • Escobar J.
      • McGilliard M.L.
      • Bequette B.J.
      • Akers R.M.
      • Hanigan M.D.
      Regulation of protein synthesis in mammary glands of lactating dairy cows by starch and amino acids.
      ). Increased milk yield concomitant with reduced DMI improved (P < 0.01) feed efficiencies (milk yield/DMI, 4% FCM yield/DMI, and ECM yield/DMI) in the HS and HS+AA versus RS and RS+AA diets (Table 5).
      • Boerman J.P.
      • Potts S.B.
      • VandeHaar M.J.
      • Allen M.S.
      • Lock A.L.
      Milk production responses to a change in dietary starch concentration vary by production level in dairy cattle.
      reported that milk yield decreased by 3.9 kg/d when feeding soyhulls (30% of the diet DM) at the expense of ground corn, which agrees with present results. In contrast, previous studies revealed no changes in milk yield when substituting corn grain with incremental amounts of either soyhulls (
      • Ipharraguerre I.R.
      • Ipharraguerre R.R.
      • Clark J.H.
      Performance of lactating dairy cows fed varying amounts of soyhulls as a replacement for corn grain.
      ) or pelleted beet pulp (
      • Voelker J.A.
      • Allen M.S.
      Pelleted beet pulp substituted for high-moisture corn: 1. Effects on feed intake, chewing behavior, and milk production of lactating dairy cows.
      ). These discrepant responses may be explained, at least partially, by differences in milk yield and NEL requirements in cows used across experiments.
      Milk fat concentration decreased (P < 0.001) by 8% when NFFS were replaced with ground corn in the present study (Table 5). Contrarily, milk fat yield was similar (P = 0.35) and averaged 1.49 kg/d across treatments. This reduction in milk fat concentration was likely caused by a dilution effect due to an increase of 2.2 kg/d of milk yield with feeding the HS and HS+AA versus RS and RS+AA diets. However, a greater magnitude difference in milk yield between treatments (i.e., 3.9 kg/d) in the study of
      • Boerman J.P.
      • Potts S.B.
      • VandeHaar M.J.
      • Allen M.S.
      • Lock A.L.
      Milk production responses to a change in dietary starch concentration vary by production level in dairy cattle.
      did not affect milk fat concentration (mean = 3.81%), implying that additional factors might have been involved.
      • Boerman J.P.
      • Potts S.B.
      • VandeHaar M.J.
      • Allen M.S.
      • Lock A.L.
      Milk production responses to a change in dietary starch concentration vary by production level in dairy cattle.
      fed less corn silage (22.5 vs. 35.7%) and included 5% of wheat straw (DM basis) in their diets compared with the present study. Increased ruminal starch digestibility of corn grain from corn silage together with reduced supply of physically effective fiber may have lowered ruminal pH and shifted biohydrogenation pathways toward trans-10 18:1 and trans-10,cis-12 18:2 fatty acids, which are known to depress milk fat synthesis in the mammary gland (
      • Baumgard L.H.
      • Matitashvili E.
      • Corl B.A.
      • Dwyer D.A.
      • Bauman D.E.
      Trans-10, cis-12 conjugated linoleic acid decreases lipogenic rates and expression of genes involved in milk lipid synthesis in dairy cows.
      ;
      • Shingfield K.J.
      • Sæbø A.
      • Sæbø P.-C.
      • Toivonen V.
      • Griinari J.
      Effect of abomasal infusions of a mixture of octadecenoic acids on milk fat synthesis in lactating cows.
      ). Alternatively, decreased (P < 0.001; Table 7) apparent total-tract NDF and ADF digestibilities in cows fed the HS and HS+AA diets suggested less availability of ruminal acetate for de novo synthesis of fatty acids in mammary tissues.
      Cows fed the HS and HS+AA diets had greater (P ≤ 0.02) concentrations and yields of milk true protein than those offered the RS and RS+AA diets (Table 5).
      • Boerman J.P.
      • Potts S.B.
      • VandeHaar M.J.
      • Allen M.S.
      • Lock A.L.
      Milk production responses to a change in dietary starch concentration vary by production level in dairy cattle.
      observed that milk protein concentration and yield were greater in dairy cows fed ground corn versus soyhulls both at 30% of the diet DM. It can be hypothesized that enhanced starch intake (P < 0.001; Table 5) promoted mammary uptake of EAA through improved glucose supply to support milk protein synthesis, which agrees with
      • Rius A.G.
      • Appuhamy J.A.D.R.N.
      • Cyriac J.
      • Kirovski D.
      • Becvar O.
      • Escobar J.
      • McGilliard M.L.
      • Bequette B.J.
      • Akers R.M.
      • Hanigan M.D.
      Regulation of protein synthesis in mammary glands of lactating dairy cows by starch and amino acids.
      , who abomasally infused starch versus casein in feed-restricted (70% of ad libitum intake) dairy cows. In fact, the plasma concentrations of all EAA, except Met and Thr, decreased with feeding the HS and HS+AA versus RS and RS+AA diets (Table 6).
      • Rius A.G.
      • Appuhamy J.A.D.R.N.
      • Cyriac J.
      • Kirovski D.
      • Becvar O.
      • Escobar J.
      • McGilliard M.L.
      • Bequette B.J.
      • Akers R.M.
      • Hanigan M.D.
      Regulation of protein synthesis in mammary glands of lactating dairy cows by starch and amino acids.
      also showed that abomasal infusion of starch increased the plasma concentrations of insulin and IFG-I, which are known to stimulate milk protein synthesis. Blood hemoglobin concentration, BCS, BW, and BW change were not affected by dietary starch level in the present study (Table 5).
      We observed that feeding the HS and HS+AA versus RS and RS+AA diets decreased (P < 0.01) MUN and PUN concentrations by 13% and increased (P < 0.001) milk N efficiency by 14%. Reduced MUN and PUN concentrations in cows fed the HS and HS+AA diets may have been a consequence of increased supply of fermentable energy from starch, resulting in NH3-N more efficiently captured for microbial protein synthesis in the rumen than for hepatic ureagenesis despite no treatment effects in the urinary excretion of total purine derivatives (Table 7). Intake of N was 37 g/d lower (P < 0.001; Table 7) in cows fed the HS and HS+AA than RS and RS+AA diets, which may have also affected MUN and PUN concentrations.
      • Fredin S.M.
      • Ferraretto L.F.
      • Akins M.S.
      • Bertics S.J.
      • Shaver R.D.
      Effects of corn-based diet starch content and corn particle size on lactation performance, digestibility, and bacterial protein flow in dairy cows.
      observed an 8% decrease in MUN concentration in cows fed normal starch (mean = 26.5%) versus reduced starch (mean = 18.2%) diets, indicating that ruminally fermentable energy from ground corn led to better N use efficiency than that from soyhulls. In contrast, PUN (
      • O'Mara F.P.
      • Murphy J.J.
      • Rath M.
      The effect of replacing dietary beet pulp with wheat treated with sodium hydroxide, ground wheat, or ground corn in lactating cows.
      ) and both MUN and PUN concentrations (
      • Borucki Castro S.I.
      • Phillip L.E.
      • Lapierre H.
      • Jardon P.W.
      • Berthiaume R.
      The relative merit of ruminal undegradable protein from soybean meal or soluble fiber from beet pulp to improve nitrogen utilization in dairy cows.
      ) were not changed when ground corn (
      • O'Mara F.P.
      • Murphy J.J.
      • Rath M.
      The effect of replacing dietary beet pulp with wheat treated with sodium hydroxide, ground wheat, or ground corn in lactating cows.
      ) or high-moisture corn (
      • Borucki Castro S.I.
      • Phillip L.E.
      • Lapierre H.
      • Jardon P.W.
      • Berthiaume R.
      The relative merit of ruminal undegradable protein from soybean meal or soluble fiber from beet pulp to improve nitrogen utilization in dairy cows.
      ) was partially replaced with beet pulp in diets of dairy cows. These discrepant results may be partly explained by the magnitude difference in starch level between treatments across different studies, as well as by the ingredient composition of the basal diets (i.e., proportion of RDP vs. RUP sources).
      No significant changes in DMI, milk yield, and feed efficiencies were observed in cows offered low MP diets supplemented with RP-MLH (Table 5). Our results agree with
      • Lee C.
      • Giallongo F.
      • Hristov A.N.
      • Lapierre H.
      • Cassidy T.W.
      • Heyler K.S.
      • Varga G.A.
      • Parys C.
      Effect of dietary protein level and rumen-protected amino acid supplementation on amino acid utilization for milk protein in lactating dairy cows.
      and
      • Giallongo F.
      • Harper M.T.
      • Oh J.
      • Lopes J.C.
      • Lapierre H.
      • Patton R.A.
      • Parys C.
      • Shinzato I.
      • Hristov A.N.
      Effects of rumen-protected methionine, lysine, and histidine on lactation performance of dairy cows.
      , who fed MP-deficient diets supplemented with RP-ML and RP-MLH, respectively. Contrarily,
      • Lee C.
      • Hristov A.N.
      • Cassidy T.W.
      • Heyler K.S.
      • Lapierre H.
      • Varga G.A.
      • de Veth M.J.
      • Patton R.A.
      • Parys C.
      Rumen-protected lysine, methionine, and histidine increase milk protein yield in dairy cows fed a metabolizable protein-deficient diet.
      observed that RP-MLH significantly improved milk yield in dairy cows offered a diet with greater MP deficiency (i.e., 13%) than those fed by
      • Lee C.
      • Giallongo F.
      • Hristov A.N.
      • Lapierre H.
      • Cassidy T.W.
      • Heyler K.S.
      • Varga G.A.
      • Parys C.
      Effect of dietary protein level and rumen-protected amino acid supplementation on amino acid utilization for milk protein in lactating dairy cows.
      and
      • Giallongo F.
      • Harper M.T.
      • Oh J.
      • Lopes J.C.
      • Lapierre H.
      • Patton R.A.
      • Parys C.
      • Shinzato I.
      • Hristov A.N.
      Effects of rumen-protected methionine, lysine, and histidine on lactation performance of dairy cows.
      , which averaged 10 and 2% MP deficiency, respectively. Even though yields of milk components were not changed by RP-MLH supplementation (Table 5), previous research showed that RP-MLH improved yields of milk fat (
      • Giallongo F.
      • Harper M.T.
      • Oh J.
      • Lopes J.C.
      • Lapierre H.
      • Patton R.A.
      • Parys C.
      • Shinzato I.
      • Hristov A.N.
      Effects of rumen-protected methionine, lysine, and histidine on lactation performance of dairy cows.
      ), milk protein (
      • Lee C.
      • Hristov A.N.
      • Cassidy T.W.
      • Heyler K.S.
      • Lapierre H.
      • Varga G.A.
      • de Veth M.J.
      • Patton R.A.
      • Parys C.
      Rumen-protected lysine, methionine, and histidine increase milk protein yield in dairy cows fed a metabolizable protein-deficient diet.
      ;
      • Giallongo F.
      • Harper M.T.
      • Oh J.
      • Lopes J.C.
      • Lapierre H.
      • Patton R.A.
      • Parys C.
      • Shinzato I.
      • Hristov A.N.
      Effects of rumen-protected methionine, lysine, and histidine on lactation performance of dairy cows.
      ), and milk lactose (
      • Lee C.
      • Hristov A.N.
      • Cassidy T.W.
      • Heyler K.S.
      • Lapierre H.
      • Varga G.A.
      • de Veth M.J.
      • Patton R.A.
      • Parys C.
      Rumen-protected lysine, methionine, and histidine increase milk protein yield in dairy cows fed a metabolizable protein-deficient diet.
      ). The lack of response in milk true protein yield with supplemental RP-MLH suggested that diets fed herein were not MP-deficient or only marginally deficient. Concentration of milk true protein increased (P < 0.001) in dairy cows fed the RS+AA and HS+AA diets, despite increased milk volume (Table 5). However, yield of milk true protein was not affected (P = 0.13), indicating no effect of RP-MLH on milk protein synthesis. Milk lactose concentration decreased (P = 0.02) in cows supplemented with RP-MLH, which may be explained by a dilution effect caused by improved milk volume (Table 5).
      A trend (P = 0.06) for increased BW gain was observed in cows supplemented with RP-MLH, but RP-MLH did not affect (P ≥ 0.38) final BW, BCS, and concentrations of MUN, PUN, and blood hemoglobin (Table 5).
      • Rulquin H.
      • Delaby L.
      Effects of the energy balance of dairy cows on lactational responses to rumen-protected methionine.
      reported a significant interaction between dietary energy level and RP-Met supplementation for final BW in lactating dairy cows. Specifically, RP-Met either decreased (low energy diet) or increased (normal energy diet) the final BW by 4 kg when supplemented to lactating dairy cows (
      • Rulquin H.
      • Delaby L.
      Effects of the energy balance of dairy cows on lactational responses to rumen-protected methionine.
      ).

      Plasma AA and His-containing Metabolites

      The plasma concentrations of EAA, NEAA, and the His-containing metabolites carnosine and 3-methylhistidine (3-MHis) in dairy cows fed low MP diets are shown in Table 6. Significant interaction effects between dietary starch level and RP-MLH supplementation were observed for plasma Arg and Lys. Although RP-MLH supplementation to the RS diet increased (P < 0.001) the plasma concentrations of Arg and Lys by 16 and 23%, respectively, no changes were observed when RP-MLH was supplemented to the HS diet. These interactions may have been caused by less mammary extraction of Arg and Lys with feeding NFFS due to decreased starch intake and yields of milk and milk true protein (Table 5). It should be noted that infusion of Arg via the jugular vein or abomasum (
      • Vicini J.L.
      • Clark J.H.
      • Hurley W.L.
      • Bahr J.M.
      Effects of abomasal or intravenous administration of arginine on milk production, milk composition, and concentrations of somatotropin and insulin in plasma of dairy cows.
      ) or its deletion from a mixture of AA infused postruminally (
      • Schwab C.G.
      • Satter L.D.
      • Clay A.B.
      Response of lactating dairy cows to abomasal infusion of amino acids.
      ;
      • Doepel L.
      • Lapierre H.
      Changes in production and mammary metabolism of dairy cows in response to essential and nonessential amino acid infusions.
      ) had no effect on milk protein yield.
      • Rulquin H.
      • Delaby L.
      Effects of the energy balance of dairy cows on lactational responses to rumen-protected methionine.
      observed no significant interaction between energy intake and RP-Met supplementation on the plasma concentrations of EAA, which generally agree with our results. Likewise,
      • Rius A.G.
      • Appuhamy J.A.D.R.N.
      • Cyriac J.
      • Kirovski D.
      • Becvar O.
      • Escobar J.
      • McGilliard M.L.
      • Bequette B.J.
      • Akers R.M.
      • Hanigan M.D.
      Regulation of protein synthesis in mammary glands of lactating dairy cows by starch and amino acids.
      found no significant casein by starch interactions for the plasma concentrations of most EAA apart from Leu and Trp, which increased in response to abomasal infusion of casein in the absence of starch in feed-restricted dairy cows. In addition,
      • Rius A.G.
      • Appuhamy J.A.D.R.N.
      • Cyriac J.
      • Kirovski D.
      • Becvar O.
      • Escobar J.
      • McGilliard M.L.
      • Bequette B.J.
      • Akers R.M.
      • Hanigan M.D.
      Regulation of protein synthesis in mammary glands of lactating dairy cows by starch and amino acids.
      reported significant interactions for the mammary clearance rates of several EAA including His, Met, Phe, and Thr, and trends for Lys and Trp, with casein increasing clearance rates of these AA when infused alone and decreasing when infused together with starch. According to
      • Rius A.G.
      • Appuhamy J.A.D.R.N.
      • Cyriac J.
      • Kirovski D.
      • Becvar O.
      • Escobar J.
      • McGilliard M.L.
      • Bequette B.J.
      • Akers R.M.
      • Hanigan M.D.
      Regulation of protein synthesis in mammary glands of lactating dairy cows by starch and amino acids.
      , the supply of EAA used to improve milk protein synthesis during starch infusion was facilitated by increased plasma flow to mammary tissues and increased clearance rates of most EAA, resulting in a net uptake of AA by the mammary gland. Therefore, decreased plasma concentrations of Arg and Lys when RP-MLH was supplemented to the RS diet but not to the HS counterpart (Table 6) may be linked to increased starch supply even though the mechanism or mechanisms behind selective extraction of certain AA by mammary cells have yet to be fully understood.
      Compared with cows fed the RS and RS+AA diets, those receiving the HS and HS+AA diets had lower (P < 0.01) plasma concentrations of all EAA, except Met and Thr, which were not affected (P ≥ 0.17) by dietary starch level (Table 6). Enhanced starch intake with feeding the HS and HS+AA diets led to an 8% increase in milk true protein yield potentially caused increased extraction of AA by mammary tissues, which is in line with the observed reduction in the plasma concentration of most EAA.
      • Rius A.G.
      • Appuhamy J.A.D.R.N.
      • Cyriac J.
      • Kirovski D.
      • Becvar O.
      • Escobar J.
      • McGilliard M.L.
      • Bequette B.J.
      • Akers R.M.
      • Hanigan M.D.
      Regulation of protein synthesis in mammary glands of lactating dairy cows by starch and amino acids.
      showed that abomasal infusions of starch and starch plus casein resulted in lower plasma concentrations of Ile, His, Lys, Phe, and Val than infusions of water and casein in feed-restricted dairy cows. They also reported increased mammary plasma flow and clearance rates of Arg, Ile, Leu, Lys, and Trp (
      • Rius A.G.
      • Appuhamy J.A.D.R.N.
      • Cyriac J.
      • Kirovski D.
      • Becvar O.
      • Escobar J.
      • McGilliard M.L.
      • Bequette B.J.
      • Akers R.M.
      • Hanigan M.D.
      Regulation of protein synthesis in mammary glands of lactating dairy cows by starch and amino acids.
      ). Alternatively, the decline in plasma concentrations of EAA in the HS and HS+AA diets may be explained by decreased AA catabolism as suggested by
      • Rius A.G.
      • Appuhamy J.A.D.R.N.
      • Cyriac J.
      • Kirovski D.
      • Becvar O.
      • Escobar J.
      • McGilliard M.L.
      • Bequette B.J.
      • Akers R.M.
      • Hanigan M.D.
      Regulation of protein synthesis in mammary glands of lactating dairy cows by starch and amino acids.
      and corroborated by the reductions in MUN and PUN concentrations when replacing NFFS with ground corn (Table 5). In addition, decreased MUN and PUN in cows fed HS and HS+AA diets was accompanied by increased milk N efficiency (Table 5) and lowered urinary excretion of urea N (Table 7), which together indicate less catabolic losses of AA and improved postabsorptive efficiency (
      • Rius A.G.
      • Appuhamy J.A.D.R.N.
      • Cyriac J.
      • Kirovski D.
      • Becvar O.
      • Escobar J.
      • McGilliard M.L.
      • Bequette B.J.
      • Akers R.M.
      • Hanigan M.D.
      Regulation of protein synthesis in mammary glands of lactating dairy cows by starch and amino acids.
      ).
      A significant dietary starch level × RP-MLH interaction effect was detected for the plasma concentration of Orn, which increased by 21% when the RS diet was supplemented with RP-MLH, but no change was seen with RP-MLH supplementation to the HS diet (Table 6). Interaction trends (P ≤ 0.09) were also seen for the plasma concentrations of Asn and Cit, with both following the same pattern observed for Orn. We also observed that replacing NFFS with ground corn increased (P ≤ 0.03) the plasma concentrations of Cys, Gly, Pro, and taurine, and decreased (P ≤ 0.05) those of Asn and Tyr (Table 6).
      • Rius A.G.
      • Appuhamy J.A.D.R.N.
      • Cyriac J.
      • Kirovski D.
      • Becvar O.
      • Escobar J.
      • McGilliard M.L.
      • Bequette B.J.
      • Akers R.M.
      • Hanigan M.D.
      Regulation of protein synthesis in mammary glands of lactating dairy cows by starch and amino acids.
      reported significant casein by starch interactions for the plasma concentrations of Ala, Cys, and Gln, with reduced Cys and increased Ala and Gln in response to abomasal infusion of casein in the presence of starch. In contrast,
      • Rulquin H.
      • Delaby L.
      Effects of the energy balance of dairy cows on lactational responses to rumen-protected methionine.
      did not find a significant energy by RP-Met interaction for the plasma concentration of any individual EAA investigated. The interactions and changes in the plasma concentrations of several NEAA observed in our study possibly reflect their anabolic and catabolic use at the tissue level in association with varying supply of starch as reported in the literature (
      • Rius A.G.
      • Appuhamy J.A.D.R.N.
      • Cyriac J.
      • Kirovski D.
      • Becvar O.
      • Escobar J.
      • McGilliard M.L.
      • Bequette B.J.
      • Akers R.M.
      • Hanigan M.D.
      Regulation of protein synthesis in mammary glands of lactating dairy cows by starch and amino acids.
      ;
      • Omphalius C.
      • Lapierre H.
      • Guinard-Flament J.
      • Lamberton P.
      • Bahloul L.
      • Lemosquet S.
      Amino acid efficiencies of utilization vary by different mechanisms in response to energy and protein supplies in dairy cows: Study at mammary-gland and whole-body levels.
      ).
      Supplementation with RP-MLH increased (P < 0.01) the plasma concentrations of Met, Lys, and His (Table 6), suggesting effective digestible supply of these EAA in agreement with
      • Lee C.
      • Hristov A.N.
      • Cassidy T.W.
      • Heyler K.S.
      • Lapierre H.
      • Varga G.A.
      • de Veth M.J.
      • Patton R.A.
      • Parys C.
      Rumen-protected lysine, methionine, and histidine increase milk protein yield in dairy cows fed a metabolizable protein-deficient diet.
      and
      • Giallongo F.
      • Harper M.T.
      • Oh J.
      • Lopes J.C.
      • Lapierre H.
      • Patton R.A.
      • Parys C.
      • Shinzato I.
      • Hristov A.N.
      Effects of rumen-protected methionine, lysine, and histidine on lactation performance of dairy cows.
      . We also observed that the concentrations of plasma Cys and taurine increased in response to supplemental RP-MLH, which may be associated with the synthesis of Cys via transsulfuration of Met, and Cys being used as a precursor for taurine production (
      • Baker D.H.
      Comparative species utilization and toxicity of sulfur amino acids.
      ). Contrarily,
      • Lee C.
      • Hristov A.N.
      • Cassidy T.W.
      • Heyler K.S.
      • Lapierre H.
      • Varga G.A.
      • de Veth M.J.
      • Patton R.A.
      • Parys C.
      Rumen-protected lysine, methionine, and histidine increase milk protein yield in dairy cows fed a metabolizable protein-deficient diet.
      and
      • Giallongo F.
      • Harper M.T.
      • Oh J.
      • Lopes J.C.
      • Lapierre H.
      • Patton R.A.
      • Parys C.
      • Shinzato I.
      • Hristov A.N.
      Effects of rumen-protected methionine, lysine, and histidine on lactation performance of dairy cows.
      observed no changes in plasma taurine concentration in dairy cows supplemented with RP-MLH, probably because Met was prioritized for milk protein synthesis as dairy cows were in more negative MP balance compared with those used herein. All remaining concentrations of individual EAA and NEAA and carnosine in plasma were not significantly affected by RP-MLH supplementation in the present study (Table 6).
      Although dietary starch level did not affect the plasma concentrations of carnosine (P = 0.19) and 3-MHis (P = 0.55), RP-MLH supplementation decreased (P = 0.04) the concentration of 3-MHis in plasma (Table 6). According to
      • Houweling M.
      • Van Der Drift S.
      • Jorritsma R.
      • Tielens A.
      Quantification of plasma 1-and 3-methylhistidine in dairy cows by high-performance liquid chromatography–tandem mass spectrometry.
      , the catabolism of actin and myosin releases 3-MHis from skeletal muscles, with 3-MHis being considered a reliable indicator of muscle proteolysis in cattle (
      • Harris C.I.
      • Milne G.
      The urinary excretion of N-methyl histidine by cattle: Validation as an index of muscle protein breakdown.
      ). Body weight gain tended (P = 0.06; Table 5) to increase in dairy cows fed the RS+AA and HS+AA versus RS + HS diets, suggesting tissue accretion rather than mobilization, thus in line with decreased 3-MHis. Note that the concentration of 3-MHis averaged 1.47 µM across diets (Table 6) and was 57% lower than that reported by
      • Giallongo F.
      • Hristov A.
      • Oh J.
      • Frederick T.
      • Weeks H.
      • Werner J.
      • Lapierre H.
      • Patton R.
      • Gehman A.
      • Parys C.
      Effects of slow-release urea and rumen-protected methionine and histidine on performance of dairy cows.
      and
      • Zang Y.
      • Silva L.H.P.
      • Ghelichkhan M.
      • Miura M.
      • Whitehouse N.L.
      • Chizzotti M.L.
      • Brito A.F.
      Incremental amounts of rumen-protected histidine increase plasma and muscle histidine concentrations and milk protein yield in dairy cows fed a metabolizable protein-deficient diet.
      , which averaged 3.52 and 3.32 µM, respectively. This discrepancy in plasma 3-MHis concentration among these experiments cannot be attributed to variation in MP balances. While the MP balances of the basal diets fed in
      • Giallongo F.
      • Hristov A.
      • Oh J.
      • Frederick T.
      • Weeks H.
      • Werner J.
      • Lapierre H.
      • Patton R.
      • Gehman A.
      • Parys C.
      Effects of slow-release urea and rumen-protected methionine and histidine on performance of dairy cows.
      and herein were remarkably similar (−145 g/d), that from the basal diet used by
      • Zang Y.
      • Silva L.H.P.
      • Ghelichkhan M.
      • Miura M.
      • Whitehouse N.L.
      • Chizzotti M.L.
      • Brito A.F.
      Incremental amounts of rumen-protected histidine increase plasma and muscle histidine concentrations and milk protein yield in dairy cows fed a metabolizable protein-deficient diet.
      was less negative and averaged −29 g/d.
      • Blum J.W.
      • Reding T.
      • Jans F.
      • Wanner M.
      • Zemp M.
      • Bachmann K.
      Variations of 3-methylhistidine in blood of dairy cows.
      reported no diurnal and postprandial changes in the plasma concentration of 3-MHis in crossbred and purebred lactating dairy cows during a 24-h period with frequent jugular blood sampling. Therefore, the differences in blood sampling frequency (1 vs. 3 times) and sampling time (1000 h vs. 1300, 1700, and 2100 h) between the present study and
      • Giallongo F.
      • Hristov A.
      • Oh J.
      • Frederick T.
      • Weeks H.
      • Werner J.
      • Lapierre H.
      • Patton R.
      • Gehman A.
      • Parys C.
      Effects of slow-release urea and rumen-protected methionine and histidine on performance of dairy cows.
      do not appear to account for the observed discrepancy in 3-MHis concentration in plasma. However,
      • Ndibualonji B.B.
      • Dehareng D.
      • Beckers F.
      • Van Eenaeme C.
      • Godeau J.M.
      Continuous profiles and within-day variations of metabolites and hormones in cows fed diets varying in alimentary supplies before short-term feed deprivation.
      observed that the plasma concentration of 3-MHis obtained every 10-min interval via the jugular vein was lower during the morning (0600–1200 h; mean = 9.2 µM) than afternoon (1600–2200 h; mean = 10.6 µM) postprandial period in nonpregnant, nonlactating dairy cows submitted to short-term feed deprivation.

      Nutrient Digestibility and Urinary N Excretion

      Apparent total-tract digestibilities of nutrients and urinary excretion of nitrogenous metabolites in dairy cows fed low MP diets are presented in Table 7. No significant dietary starch level by RP-MLH supplementation interaction effects were observed for the apparent total-tract digestibility of nutrients and the urinary excretion of nitrogenous compounds. Dietary starch level did not change (P ≥ 0.36) the apparent total-tract digestibilities of DM, OM, and CP, which agrees with
      • Ipharraguerre I.R.
      • Shabi Z.
      • Clark J.H.
      • Freeman D.E.
      Ruminal fermentation and nutrient digestion by dairy cows fed varying amounts of soyhulls as a replacement for corn grain.
      . However, the apparent total-tract digestibilities of NDF and ADF decreased (P < 0.001) by 25 and 23%, respectively, in cows fed the HS and HS+AA versus RS and RS+AA diets, thus in line with previous results (
      • Voelker J.A.
      • Allen M.S.
      Pelleted beet pulp substituted for high-moisture corn: 2. Effects on digestion and ruminal digestion kinetics in lactating dairy cows.
      ;
      • Boerman J.P.
      • Potts S.B.
      • VandeHaar M.J.
      • Allen M.S.
      • Lock A.L.
      Milk production responses to a change in dietary starch concentration vary by production level in dairy cattle.
      ;
      • Fredin S.M.
      • Akins M.S.
      • Ferraretto L.F.
      • Shaver R.D.
      Effects of corn-based diet starch content and neutral detergent fiber source on lactation performance, digestibility, and bacterial protein flow in dairy cows.
      ). According to
      • Ipharraguerre I.R.
      • Clark J.H.
      Soyhulls as an alternative feed for lactating dairy cows: A review.
      , dietary NDF concentration and NDF total-tract digestibility increase when soyhulls replace corn grain in dairy diets because of the low lignin content of soyhulls-NDF. Despite reduced total-tract digestibilities of NDF and ADF with feeding the HS and HS+AA diets, DM and OM digestibilities were unaffected, implying that starch may have offset losses in fiber digestibility.
      Feeding the HS and HS+AA diets increased the apparent total-tract digestibility of starch by 1 percentage unit compared with the RS and RS+AA counterparts (Table 7). Contrarily,
      • Boerman J.P.
      • Potts S.B.
      • VandeHaar M.J.
      • Allen M.S.
      • Lock A.L.
      Milk production responses to a change in dietary starch concentration vary by production level in dairy cattle.
      reported no treatment effect in the apparent total-tract digestibility of starch with feeding ground corn versus soyhulls. While
      • Voelker J.A.
      • Allen M.S.
      Pelleted beet pulp substituted for high-moisture corn: 2. Effects on digestion and ruminal digestion kinetics in lactating dairy cows.
      showed that increasing levels of pelleted beet pulp at the expense of high-moisture corn did not affect the apparent total-tract digestibility of starch,
      • Ipharraguerre I.R.
      • Shabi Z.
      • Clark J.H.
      • Freeman D.E.
      Ruminal fermentation and nutrient digestion by dairy cows fed varying amounts of soyhulls as a replacement for corn grain.
      observed a quadratic decrease in the total-tract digestibility of NSC when replacing ground corn with varying amounts of soyhulls. These discrepant responses across experiments may be explained by differences in DMI and production levels, and whether changes in ruminal starch digestibility (increase or decrease) are offset by starch digestibility in the lower tract.
      Supplementation of RP-MLH had no effect on the apparent total-tract digestibility of nutrients apart from ether extract that decreased (P < 0.001) from 86.7 to 83.6% in cows fed the RS and HS versus RS+AA and HS+AA diets (Table 7). This reduction in ether extract digestibility may have been associated with increased fecal output of encapsulated lipids from undigested RP-AA supplements.
      • Lee C.
      • Hristov A.N.
      • Cassidy T.W.
      • Heyler K.S.
      • Lapierre H.
      • Varga G.A.
      • de Veth M.J.
      • Patton R.A.
      • Parys C.
      Rumen-protected lysine, methionine, and histidine increase milk protein yield in dairy cows fed a metabolizable protein-deficient diet.
      reported that the apparent total-tract digestibilities of DM and OM decreased in lactating dairy cows fed a MP-deficient basal diet supplemented with RP-MLH compared with the same basal diet without RP-MLH supplementation. However, these differences in DM and OM digestibilities were small, ranging from 1.2 to 1.4 percentage units, and they cannot be explained by NDF and ADF digestibilities, which did not change with supplementing RP-MLH to the MP-deficient basal diet (
      • Lee C.
      • Hristov A.N.
      • Cassidy T.W.
      • Heyler K.S.
      • Lapierre H.
      • Varga G.A.
      • de Veth M.J.
      • Patton R.A.
      • Parys C.
      Rumen-protected lysine, methionine, and histidine increase milk protein yield in dairy cows fed a metabolizable protein-deficient diet.
      ).
      Feeding the HS and HS+AA diets reduced (P ≤ 0.02) the urinary excretion of urea N (g/d, % of total urinary N, and % of N intake) compared with the RS and RS+AA diets (Table 7), which may have resulted from less circulating NH3 being used for hepatic ureagenesis. In fact, reduced concentrations of MUN and PUN together with improved milk N efficiency in cows fed the HS and HS+AA diets (Table 5) support this hypothesis. In contrast, the urinary excretion of total N, expressed as a proportion of N intake, did not differ significantly across treatments (Table 7). It should be noted that, on average, 47% of the N intake was excreted as N in urine, suggesting that urinary volume was likely overestimated.
      • Lee C.
      • Morris D.L.
      • Dieter P.A.
      Validating and optimizing spot sampling of urine to estimate urine output with creatinine as a marker in dairy cows.
      showed that compared with total collection of urine, spot sampling (12 time points) underestimated urinary volume by 8.6%. They also concluded that a sampling frequency of at least 6 equally-spaced time interval spot samples in a 24-h cycle was required for obtaining reliable comparisons of urinary outputs between diets (
      • Lee C.
      • Morris D.L.
      • Dieter P.A.
      Validating and optimizing spot sampling of urine to estimate urine output with creatinine as a marker in dairy cows.
      ). The overestimation of urinary volume in our study occurred despite intensive urinary sampling (8 time points), implying bias due to large individual cow variation in the excretion of creatinine per unit of BW (
      • Tebbe A.W.
      • Weiss W.P.
      Evaluation of creatinine as a urine marker and factors affecting urinary excretion of magnesium by dairy cows.
      ;
      • Lee C.
      • Morris D.L.
      • Dieter P.A.
      Validating and optimizing spot sampling of urine to estimate urine output with creatinine as a marker in dairy cows.
      ). On average, our urinary volume was 10.7 kg/d greater than that reported by
      • Lee C.
      • Morris D.L.
      • Dieter P.A.
      Validating and optimizing spot sampling of urine to estimate urine output with creatinine as a marker in dairy cows.
      , which was obtained via total urine collection from cows also fed a high corn silage diet (i.e., 48.5%, DM basis). Potassium intake, which has been shown to increase urinary volume in a dose-response fashion (
      • Eriksson T.
      • Rustas B.-O.
      Effects on milk urea concentration, urine output, and drinking water intake from incremental doses of potassium bicarbonate fed to mid-lactation dairy cows.
      ), was similar comparing the corn silage–based diet (mean = 333 g/d) fed by
      • Lee C.
      • Morris D.L.
      • Dieter P.A.
      Validating and optimizing spot sampling of urine to estimate urine output with creatinine as a marker in dairy cows.
      with that used in our experiment (mean = 290 g/d; data not shown). Therefore, dietary concentration of potassium does not explain the observed overestimation in urinary volume. The mean urinary creatine concentration and urinary volume in the present study were 23% lower (5.12 vs. 6.67 mM) and 26% greater (37.5 vs. 29.8 kg/d) than those reported by
      • Lee C.
      • Morris D.L.
      • Dieter P.A.
      Validating and optimizing spot sampling of urine to estimate urine output with creatinine as a marker in dairy cows.
      . These discrepancies occurred despite using the same creatinine analytical method and excretion rate coefficient (i.e., 29 mg/kg of BW) in both studies, but less sampling frequency in our experiment (8 vs. 12 spot urine samples). Using smaller excretion rate coefficients for creatinine from studies that performed total collection of urine [24.1 mg/kg of BW (
      • Chizzotti M.L.
      • de Campos Valadares Filho S.
      • Valadares R.F.D.
      • Chizzotti F.H.M.
      • Tedeschi L.O.
      Determination of creatinine excretion and evaluation of spot urine sampling in Holstein cattle.
      ) and 27.3 mg/kg of BW (
      • Lee C.
      • Morris D.L.
      • Dieter P.A.
      Validating and optimizing spot sampling of urine to estimate urine output with creatinine as a marker in dairy cows.
      )] would result in mean urinary volumes of 31.8 and 36 kg/d and urinary N excretions of 274 and 310 g/d.
      Neither dietary starch level nor RP-MLH supplementation affected the urinary excretion of total purine derivatives (Table 7). Supplementation with RP-MLH also had no significant effect in the urinary excretion of urea N and total N expressed in grams per day or as a proportion of N intake. Feeding the HS and HS+AA versus RS and RS+AA diets tended (P = 0.06) to decrease the urinary excretion of uric acid (Table 7). This reduction in uric acid did not affect total purine derivatives excretion, suggesting no effect of diets on microbial protein synthesis in the rumen. However, previous research demonstrated that urinary purine derivatives was less precise and accurate as a microbial marker to detect differences between treatments in microbial protein synthesis than 15N (
      • Reynal S.M.
      • Broderick G.A.
      • Bearzi C.
      Comparison of four markers for quantifying microbial protein flow from the rumen of lactating dairy cows.
      ).

      Gaseous Emissions and Energy Utilization

      Emissions of CO2 and CH4, and energy utilization components in dairy cows fed low MP diets are presented in Table 8. No significant interaction effects between dietary starch level and RP-MLH supplementation were observed for gaseous emissions and energy utilization variables. Feeding the HS and HS+AA diets reduced (P < 0.001) enteric CH4 production, CH4 yield, and CH4 intensity by 20, 18, and 21%, respectively. These reductions in CH4 emissions were possibly associated with decreased NDF intake, which was 26% lower in dairy cows fed the HS and HS+AA versus the RS and RS+AA diets (data not shown).
      • Nielsen N.
      • Volden H.
      • Åkerlind M.
      • Brask M.
      • Hellwing A.L.F.
      • Storlien T.
      • Bertilsson J.
      A prediction equation for enteric methane emission from dairy cows for use in NorFor.
      and
      • Niu M.
      • Kebreab E.
      • Hristov A.N.
      • Oh J.
      • Arndt C.
      • Bannink A.
      • Bayat A.R.
      • Brito A.F.
      • Boland T.
      • Casper D.
      • Crompton L.A.
      • Dijkstra J.
      • Eugène M.A.
      • Garnsworthy P.C.
      • Haque M.N.
      • Hellwing A.L.F.
      • Huhtanen P.
      • Kreuzer M.
      • Kuhla B.
      • Lund P.
      • Madsen J.
      • Martin C.
      • McClelland S.C.
      • McGee M.
      • Moate P.J.
      • Muetzel S.
      • Muñoz C.
      • O'Kiely P.
      • Peiren N.
      • Reynolds C.K.
      • Schwarm A.
      • Shingfield K.J.
      • Storlien T.M.
      • Weisbjerg M.R.
      • Yáñez-Ruiz D.R.
      • Yu Z.
      Prediction of enteric methane production, yield, and intensity in dairy cattle using an intercontinental database.
      reported positive relationships between CH4 emissions and dietary NDF concentration. Replacing NFFS with ground corn did not affect (P = 0.79) CO2 emissions (Table 8).
      Feeding the HS and HS+AA versus RS and RS+AA diets did not affect (P ≥ 0.42) intake of GE, ME, and NEL (Table 8). In contrast, intake of DE decreased (P = 0.03) by 1.8 Mcal/d in dairy cows fed the HS and HS+AA diets. However, this reduction in DE intake was not accompanied by dietary effects on GE intake (P = 0.42) and fecal energy excretion (P = 0.27), indicating negligible biological relevance. Likewise, dietary starch level did not affect (P ≥ 0.17) urinary energy, heat production, and tissue energy. Methane energy and milk energy outputs followed CH4 production (Table 7) and milk yield (Table 5) and either decreased (P < 0.001) or tended (P = 0.08) to increase, respectively, with feeding the HS and HS+AA versus RS and RS+AA diets. Energy efficiencies, expressed as ME/DE (P < 0.001) and milk energy/ME (P = 0.08), were greater in cows fed the HS and HS+AA than RS and RS+AA diets (Table 8). These efficiency responses together with increased milk energy and reduced CH4 energy losses indicate improved energy utilization with replacing ground corn for NFFS.
      Supplementation of low MP diets with RP-MLH did not affect (P ≥ 0.17) energy utilization variables in the present study (Table 8). These results were not surprising as supplemental RP-MLH had no effects on DMI, milk yield, concentrations (except milk true protein) and yields of milk components, and CH4 production.

      CONCLUSIONS

      This study was designed to test the hypothesis that different dietary starch level, achieved by replacing pelleted beet pulp and soyhulls with ground corn, and RP-MLH supplementation could interact to modulate production and nutrient utilization in dairy cows fed low MP diets. However, significant interactions were observed only for the plasma concentrations of Arg, Lys, and Orn, with these AA increasing in response to RP-MLH when supplemented to the RS but not to the HS diet. Therefore, the effects of dietary starch concentration and RP-MLH supplementation on DMI, yields of milk and milk components, plasma concentration of most EAA, and N and energy utilization were independent or additive. Increased starch intake improved yields of milk and milk true protein and milk N efficiency, and reduced urinary urea N excretion and CH4 emissions, but RP-MLH supplementation had limited effects on lactation performance and nutrient utilization under the conditions of the present study.

      ACKNOWLEDGMENTS

      Partial funding was provided by the New Hampshire Agricultural Experiment Station (Durham, NH; Scientific Contribution Number 2898). This work was also supported by the USDA-National Institute of Food and Agriculture Hatch Multistate NC-2042 (Project Number NH00670-R; Kansas City, MO). Authors extend their gratitude to Ajinomoto Co. Inc. (Kawasaki-shi, Japan) for plasma AA analyses and donating the prototype RP-His supplement. We are grateful to the Universidade Estadual do Oeste do Paraná (Marechal Cândido Rondon, PR, Brazil) visiting scholars Rodrigo Tinini and Jessica Gabi, and the University of New Hampshire undergraduate student Jiyoon Park for assistance during feeding and sampling. A special thanks to Jon Whitehouse and his farm crew at the University of New Hampshire Fairchild Dairy Teaching and Research Center (Durham) for research support and excellent animal care. The authors have not stated any conflicts of interest.

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