1 材料与方法
1.1 试验地点
1.2 试验材料
1.3 试验设计和饲养管理
表1 试验奶牛基本情况Table 1 Basic information of experimental cows |
| 项目 Items | 对照组 Control group | 试验组 Test group | P值 P-value |
|---|---|---|---|
| 年龄 Age | 2.76±1.08 | 2.78±1.09 | 0.94 |
| 胎次 Parity/胎 | 0.84±0.91 | 0.84±0.91 | 1.00 |
| 体况评分 Body condition score/分 | 3.39±0.18 | 3.39±0.14 | 0.88 |
| 上一胎次产奶量 Milk yield in previous parity/(kg/d) | 39.02±3.60 | 39.65±3.41 | 0.52 |
| 上一胎次乳脂率 Milk fat percentage in previous parity/% | 3.93±0.51 | 3.93±0.74 | 0.98 |
| 上一胎次乳蛋白率 Milk protein percentage in previous parity/% | 2.87±0.20 | 2.88±0.22 | 0.82 |
同行数据肩标不同小写字母表示差异显著(P<0.05),无字母表示差异不显著(P>0.05)。下表同。 | |
In the same row, values with different small letter superscripts mean significant difference (P<0.05), while with no letter superscripts mean no significant difference (P>0.05). The same as below. |
表2 基础饲粮组成及营养水平(干物质基础)Table 2 Composition and nutrient levels of basal diets (DM basis)% |
| 项目 Items | 围产前期 Early perinatal period | 围产后期 Late perinatal period |
|---|---|---|
| 原料 Ingredients | ||
| 玉米 Corn | 6.82 | 10.07 |
| 豆粕 Soybean meal | 14.67 | 10.67 |
| 棉籽粕 Cottonseed meal | 2.73 | 1.13 |
| 玉米蛋白粉 Corn gluten meal | 1.71 | 1.21 |
| 玉米干酒糟及其可溶物 Corn DDGS | 1.21 | |
| 棉籽蛋白 Cotton protein | 1.21 | |
| 膨化大豆 Expanded soybean | 1.21 | |
| 小麦麸皮 Wheat bran | 3.96 | |
| 预混料 Premix1) | 3.75 | 2.65 |
| 其他 Others2) | 1.63 | 4.19 |
| 蒸汽压片玉米 Steam-flaked corn | 9.74 | |
| 全棉籽 Whole cottonseed | 2.02 | |
| 甜菜颗粒粕 Beet pellet meal | 2.94 | |
| 苜蓿干草 Alfalfa hay | 12.57 | |
| 燕麦干草 Oat hay | 27.30 | |
| 玉米青贮 Corn silage | 37.43 | 32.05 |
| 湿啤酒糟 Wet brewers grains | 6.49 | |
| 糖蜜 Molasses | 0.64 | |
| 合计 Total | 100.00 | 100.00 |
| 营养水平 Nutrient levels3) | ||
| 泌乳净能 NEL/(MJ/kg) | 6.44 | 7.49 |
| 粗蛋白质 CP | 16.07 | 17.74 |
| 中性洗涤纤维 NDF | 34.09 | 27.93 |
| 酸性洗涤纤维 ADF | 18.96 | 16.81 |
| 淀粉 Starch | 19.99 | 25.41 |
| 钙 Ca | 0.66 | 0.96 |
| 磷 P | 0.32 | 0.53 |
1)预混料为每千克饲粮提供 Premix provided the following per kilogram of diets:围产前期 early perinatal period,VA 400 000 IU,VD 105 000 IU,VE 4 100 mg,I 75 mg,Se 25 mg,Co 65 mg,Cu 950 mg,Zn 6 000 mg,Mn 3 600 mg;围产后期 late perinatal period,VA 220 000 IU,VD 105 000 IU,VE 2 200 mg,I 70 mg,Se 20 mg,Co 45 mg,Cu 710 mg,Zn 4 100 mg,Mn 2 300 mg。 2)其他主要包含 Others mainly contained the following:围产前期 early perinatal period,石粉 limestone 1.14%,磷酸氢钙 CaHPO4 0.19%,瘤胃帮 rumen aid 0.20%,加力百灵-z Calibrex-z 0.10%;围产后期 late perinatal period,AminoPlus 1.75%,石粉 limestone 0.24%,小苏打 NaHCO3 0.76%,氧化镁 MgO 0.19%,F100 0.97%,瘤胃帮 rumen aid 0.19%,脱霉剂 deodorant 0.08%。 3)泌乳净能为计算值,其余均为实测值。NEL was a calculated value, while the others were measured values. |
1.4 样品采集及指标检测
1.4.1 饲粮营养成分
1.4.2 产奶量及乳成分
1.4.3 血浆代谢组
1.4.3.1 血浆样品的采集与处理
1.4.3.2 血浆代谢物提取及分析
1.5 数据统计分析
2 结果
2.1 围产期饲粮中添加HMBi和NCG对奶牛产奶性能的影响
2.1.1 围产期饲粮中添加HMBi和NCG对奶牛产奶量的影响
表3 围产期饲粮中添加HMBi和NCG对奶牛产奶量的影响Table 3 Effects of dietary HMBi and NCG during perinatal period on milk yield of dairy cowskg/d |
| 项目 Items | 对照组 Control group | 试验组 Test group | P值 P-value |
|---|---|---|---|
| 第7天 Day 7 | 35.95±5.74 | 37.44±6.77 | 0.28 |
| 第14天 Day 14 | 36.54±6.07 | 38.89±7.14 | 0.10 |
| 第21天 Day 21 | 39.69±5.36a | 42.73±7.57b | 0.03 |
| 平均值 Mean | 37.39±2.01 | 39.73±2.80 | 0.31 |
2.1.2 围产期饲粮中添加HMBi和NCG对奶牛乳成分的影响
表4 围产期饲粮中添加HMBi和NCG对奶牛乳成分的影响Table 4 Effects of dietary HMBi and NCG during perinatal period on milk component of dairy cows |
| 项目 Items | 对照组 Control group | 试验组 Test group | P值 P-value |
|---|---|---|---|
| 乳脂率 Milk fat percentage/% | 3.95±0.55 | 4.10±0.63 | 0.33 |
| 乳脂产量 Milk fat production/kg | 158.24±32.93 | 172.97±32.92 | 0.09 |
| 乳蛋白率 Milk protein percentage/% | 2.89±0.19 | 2.91±0.19 | 0.77 |
| 乳蛋白产量 Milk protein production/kg | 115.67±18.43 | 122.69±21.96 | 0.14 |
| 体细胞数 Somatic cell count/(×104个/mL) | 10.55±7.32 | 9.35±4.86 | 0.54 |
| 乳尿素氮含量 Milk urea nitrogen content/(mg/dL) | 12.18±3.29 | 10.88±3.38 | 0.07 |
2.2 围产期饲粮中添加HMBi和NCG对奶牛血浆差异代谢物及代谢通路的影响
2.2.1 质量控制
图1 正(左)、负离子模式(右)质量控制样本-PCA得分图QC:质量控制 Fig.1 Positive (left) and negative ion mode (right) quality control sample-PCA score plot quality control。 |
图2 血浆差异代谢物聚类热图N7-methylguanosine:N7-甲基鸟苷;5'-methylthioadenosine:5'-甲硫基腺;alpha-tocopherol:α-生育酚;4,5-dihydroorotic acid:4,5-二氢乳清酸;Cantharidin:斑蝥素;Acetylphosphate:乙酰磷酸;Enterolactone:肠内酯;Linoleic acid:亚油酸;3-indoleacetonitrile:3-吲哚乙腈;Genistein:染料木素;4-pyridoxic acid:4-吡哆酸;5-hydroxyindoleacetic acid:5-羟基吲哚乙酸;4-hydroxycinnamic acid:4-羟基肉桂酸;Adipic acid:己二酸;Isoniazid alpha-ketoglutaric acid:异烟肼α-酮戊二酸;Maleamate:马来酰胺;9-OxoODE:9-氧代十八碳二烯酸;Pyridoxamine:吡哆胺;Vitamin D3:维生素D3;Phenylethylamine:苯乙胺;Palmitic acid:棕榈酸;Phthalic acid:邻苯二甲酸;L-malic acid:L-苹果酸;Bovinic acid:牛磺酸;(15Z)-tetracosenoic acid:顺-15-二十四碳烯酸;Lithocholic acid glycine conjugate:石胆酸甘氨酸结合物;LysoPA(16_0_0_0):溶菌酶PA(16_0_0_0);S-allylcysteine:S-烯丙基半胱氨酸;Pyrophosphate:焦磷酸。 Fig.2 Heat map of plasma differential metabolites Columns represent samples, rows represent metabolites, the cluster tree on the left is the differential metabolites clustering tree, and the top is the sample clustering tree. |
2.2.2 血浆差异代谢物筛选
表5 对照组和试验组血浆差异代谢物Table 5 Plasma differential metabolites in control group and test group |
| 项目 Items | 质荷比 M/Z | 保留时间 RT/min | 差异倍数 FC | 变量投影 重要度 VIP | P值 P-value | 趋势 Trend |
|---|---|---|---|---|---|---|
| 左旋苹果酸 L-malic acid | 133.01 | 46.10 | 3.17 | 1.95 | 0.007 2 | 上调 |
| 棕榈酸 Palmitic acid | 256.24 | 618.80 | 2.67 | 1.65 | 0.037 4 | 上调 |
| S-烯丙基半胱氨 S-allylcysteine | 160.04 | 210.50 | 2.49 | 1.65 | 0.038 9 | 上调 |
| 维生素D3 Vitamin D3 | 384.35 | 624.10 | 2.39 | 1.59 | 0.039 8 | 上调 |
| N-乙酰-D-氨基葡萄糖 N-acetyl-D-glucosamine | 221.15 | 496.20 | 2.27 | 1.73 | 0.027 9 | 上调 |
| 石胆酸甘氨酸结合物 Lithocholic acid glycine conjugate | 434.33 | 466.00 | 1.98 | 2.48 | <0.000 1 | 上调 |
| 顺-15-二十四碳烯酸 (15Z)-tetracosenoic acid | 365.34 | 584.50 | 1.85 | 1.67 | 0.046 6 | 上调 |
| 马来酰胺 Maleamate | 115.00 | 196.80 | 1.79 | 1.84 | 0.007 8 | 上调 |
| 焦磷酸 Pyrophosphate | 176.93 | 47.60 | 1.51 | 1.96 | 0.007 4 | 上调 |
| 邻苯二甲酸 Phthalic acid | 165.04 | 610.90 | 1.46 | 1.53 | 0.045 7 | 上调 |
| 吡哆胺 Pyridoxamine | 169.10 | 97.80 | 1.41 | 1.60 | 0.038 3 | 上调 |
| 牛磺酸 Bovinic acid | 279.23 | 671.10 | 1.38 | 1.72 | 0.029 4 | 上调 |
| L-2-羟基戊二酸 L-2-hydroxyglutaric acid | 148.98 | 33.60 | 1.32 | 1.99 | 0.020 4 | 上调 |
| 香叶基丙酮 Geranylacetone | 313.29 | 421.00 | 1.23 | 1.83 | 0.020 5 | 上调 |
| 溶菌酶 PA(16_0_0_0) Lysozyme PA(16_0_0_0) | 409.24 | 448.10 | 1.22 | 2.13 | 0.000 6 | 上调 |
| 苯乙胺 Phenylethylamine | 121.03 | 685.70 | 1.19 | 1.92 | 0.002 4 | 上调 |
| 9-氧代十八碳二烯酸 9-OxoODE | 293.21 | 457.70 | 1.14 | 1.40 | 0.039 3 | 上调 |
| 斑蝥素 Cantharidin | 179.06 | 278.90 | 0.87 | 1.77 | 0.014 9 | 下调 |
| 5-羟基吲哚乙酸 5-hydroxyindoleacetic acid | 190.05 | 185.80 | 0.73 | 1.70 | 0.022 7 | 下调 |
| 染料木素 Genistein | 271.23 | 494.90 | 0.69 | 1.71 | 0.027 5 | 下调 |
| 肠内酯 Enterolactone | 299.13 | 293.20 | 0.65 | 1.54 | 0.049 2 | 下调 |
| 乙酰磷酸 Acetylphosphate | 139.99 | 198.40 | 0.59 | 1.56 | 0.045 2 | 下调 |
| 3-吲哚乙腈 3-indoleacetonitrile | 156.07 | 84.70 | 0.58 | 2.02 | 0.001 7 | 下调 |
| 4-吡哆酸 4-pyridoxic acid | 182.04 | 188.80 | 0.56 | 1.63 | 0.013 4 | 下调 |
| 己二酸 Adipic acid | 146.06 | 210.70 | 0.51 | 2.20 | 0.001 3 | 下调 |
| 5'-甲硫基腺苷 5'-methylthioadenosine | 298.10 | 173.10 | 0.48 | 1.80 | 0.025 3 | 下调 |
| 亚油酸 Linoleic acid | 281.25 | 500.30 | 0.46 | 1.77 | 0.029 8 | 下调 |
| 4-羟基肉桂酸 4-hydroxycinnamic acid | 165.05 | 74.70 | 0.33 | 1.75 | 0.049 2 | 下调 |
| α-生育酚α-tocopherol | 430.25 | 268.40 | 0.29 | 1.81 | 0.010 2 | 下调 |
| N7-甲基鸟苷 N7-methylguanosine | 298.11 | 77.50 | 0.24 | 1.56 | 0.037 2 | 下调 |
| 异烟肼α-酮戊二酸 Isoniazid α-ketoglutaric acid | 266.10 | 255.00 | 0.20 | 2.18 | 0.002 5 | 下调 |
| 4,5-二氢乳清酸 4,5-dihydroorotic acid | 158.96 | 206.10 | 0.20 | 1.95 | 0.005 2 | 下调 |
2.2.3 KEGG通路富集分析
表6 代谢途径及相关差异代谢物Table 6 Metabolic pathways and associated differential metabolites |
| 项目 Items | 相关差异代谢物 Associated differential metabolites | P值 P-value |
|---|---|---|
| 亚油酸代谢 Linoleic acid metabolism | 亚油酸 Linoleic acid 牛磺酸 Bovinic acid 9-氧代十八碳二烯酸 9-OxoODE | 0.002 3 |
| 维生素的消化和吸收 Vitamin digestion and absorption | 吡哆胺 Pyridoxamine α-生育酚α-tocopherol 维生素D3 Vitamin D3 | 0.005 9 |
| 维生素B6代谢 Vitamin B6 metabolism | 吡哆胺 Pyridoxamine 4-吡哆酸 4-pyridoxic acid | 0.031 2 |
| 不饱和脂肪酸的生物合成 Biosynthesis of unsaturated fatty acids | 棕榈酸 Palmitic acid 亚油酸 Linoleic acid 顺-15-二十四碳烯酸 (15Z)-tetracosenoic acid | 0.033 3 |
| 丙酮酸代谢 Pyruvate metabolism | 左旋苹果酸 L-malic acid M-乙酰基磷酸 M-acetylphosphate | 0.035 3 |
