1 材料与方法
1.1 试验设计
1.2 饲养管理及试验饲粮
表1 饲料的营养水平(干物质基础)Table 1 Nutritent levels of diets (DM basis) % |
| 项目Items | 代乳粉MR | 苜蓿干草AH | 精料SC |
|---|---|---|---|
| 粗蛋白质CP | 26.24 | 12.50 | 20.00 |
| 粗脂肪EE | 27.90 | 0.90 | 4.70 |
| 中性洗涤纤维NDF | 46.65 | 38.50 | |
| 酸性洗涤纤维ADF | 35.70 | 29.80 | |
| 钙Ca | 2.50 | 0.98 | 0.80 |
| 磷P | 1.40 | 0.18 | 0.45 |
表2 基础饲粮组成(绝干基础)Table 2 Composition of the basal diet (absolute dry basis) % |
| 原料Ingredients | 含量Content |
|---|---|
| 苜蓿Alfalfa | 70.00 |
| 玉米Corn | 9.00 |
| 小麦Wheat | 7.00 |
| 小麦麸Wheat bran | 4.00 |
| 豆粕Soybean meal | 3.00 |
| 菜籽粕Rapeseed meal | 5.00 |
| 食盐NaCl | 0.50 |
| 预混料Premix | 1.50 |
| 合计Total | 100.00 |
预混料为每千克饲粮提供 The premix provided the following per kg of the diet:Ca 60 mg,P 45 mg,Na 48 mg,K 90 mg,Mg 36 mg,Cu 22 mg,Fe 126.3 mg,Zn 46.8 mg,Mn 54.18 mg,VA 60 000 IU,VD3 325 000 IU,VE 1 000 IU。 |
表3 IR40组、IR70组和AL组每10 d苜蓿干草营养水平变化Table 3 Changes of nutrient levels of alfalfa hay per 10 days in IR40, IR70 and AL groups % |
| 时间 Times | 组别 Groups | 粗蛋白质 CP | 粗脂肪 EE | 中性洗 涤纤维 NDF | 酸性洗 涤纤维 ADF | 钙 Ca | 磷 P |
|---|---|---|---|---|---|---|---|
2021.09.09—2021.09.18 | IR40 | 2.67 | 0.19 | 9.96 | 7.62 | 0.21 | 0.04 |
| IR70 | 4.65 | 0.33 | 17.35 | 13.27 | 0.36 | 0.07 | |
| AL | 6.67 | 0.48 | 24.91 | 19.06 | 0.52 | 0.10 | |
2021.09.19—2021.09.28 | IR40 | 3.07 | 0.22 | 11.46 | 8.77 | 0.24 | 0.04 |
| IR70 | 5.53 | 0.40 | 20.65 | 15.81 | 0.43 | 0.08 | |
| AL | 8.24 | 0.59 | 30.74 | 23.53 | 0.64 | 0.12 | |
2021.09.29—2021.10.08 | IR40 | 1.48 | 0.11 | 5.52 | 4.23 | 0.12 | 0.02 |
| IR70 | 4.55 | 0.33 | 16.98 | 12.99 | 0.36 | 0.06 | |
| AL | 9.51 | 0.68 | 35.50 | 27.17 | 0.74 | 0.14 | |
2021.10.09—2021.10.18 | IR40 | 1.63 | 0.12 | 6.08 | 4.65 | 0.13 | 0.02 |
| IR70 | 4.97 | 0.36 | 18.55 | 14.19 | 0.39 | 0.07 | |
| AL | 10.32 | 0.74 | 38.53 | 29.49 | 0.81 | 0.15 | |
2021.10.19—2021.10.28 | IR40 | 1.81 | 0.13 | 6.75 | 5.17 | 0.14 | 0.03 |
| IR70 | 5.51 | 0.40 | 20.57 | 15.74 | 0.43 | 0.08 | |
| AL | 11.19 | 0.81 | 41.78 | 31.97 | 0.88 | 0.16 | |
2021.10.29—2021.11.07 | IR40 | 1.88 | 0.13 | 7.02 | 5.37 | 0.15 | 0.03 |
| IR70 | 5.77 | 0.41 | 21.55 | 16.49 | 0.45 | 0.08 | |
| AL | 11.72 | 0.84 | 43.76 | 33.49 | 0.92 | 0.17 | |
2021.11.8—2021.11.17 | IR40 | 2.00 | 0.14 | 7.46 | 5.71 | 0.16 | 0.03 |
| IR70 | 6.12 | 0.44 | 22.86 | 17.49 | 0.48 | 0.09 | |
| AL | 12.46 | 0.90 | 46.51 | 35.59 | 0.98 | 0.18 | |
2021.11.18—2021.11.27 | IR40 | 2.15 | 0.15 | 8.02 | 6.14 | 0.17 | 0.03 |
| IR70 | 6.56 | 0.47 | 24.49 | 18.74 | 0.51 | 0.09 | |
| AL | 13.21 | 0.95 | 49.31 | 37.73 | 1.03 | 0.19 | |
2021.11.28—2021.12.07 | IR40 | 2.15 | 0.15 | 8.02 | 6.14 | 0.17 | 0.03 |
| IR70 | 5.25 | 0.38 | 19.59 | 14.99 | 0.41 | 0.07 | |
| AL | 10.70 | 0.77 | 39.93 | 30.56 | 0.84 | 0.15 |
表4 IR40组、IR70组和AL组每10 d精料营养水平变化Table 4 Changes of nutrient levels of concentrate per 10 days in IR40, IR70 and AL groups % |
| 时间 Times | 组别 Groups | 粗蛋白质 CP | 粗脂肪 EE | 中性洗 涤纤维 NDF | 酸性洗 涤纤维 ADF | 钙 Ca | 磷 P |
|---|---|---|---|---|---|---|---|
2021.09.09—2021.09.18 | IR40 | 1.74 | 0.41 | 3.36 | 2.60 | 0.07 | 0.04 |
| IR70 | 3.11 | 0.73 | 5.98 | 4.63 | 0.12 | 0.07 | |
| AL | 4.44 | 1.04 | 8.55 | 6.61 | 0.18 | 0.10 | |
2021.09.19—2021.09.28 | IR40 | 2.04 | 0.48 | 3.93 | 3.04 | 0.08 | 0.04 |
| IR70 | 3.70 | 0.87 | 7.11 | 5.51 | 0.15 | 0.08 | |
| AL | 6.00 | 1.41 | 11.55 | 8.94 | 0.24 | 0.13 | |
2021.09.29—2021.10.08 | IR40 | 0.99 | 0.23 | 1.90 | 1.47 | 0.04 | 0.02 |
| IR70 | 3.00 | 0.70 | 5.77 | 4.46 | 0.12 | 0.07 | |
| AL | 6.12 | 1.44 | 11.78 | 9.12 | 0.24 | 0.14 | |
2021.10.09—2021.10.18 | IR40 | 1.12 | 0.26 | 2.16 | 1.67 | 0.04 | 0.02 |
| IR70 | 3.28 | 0.77 | 6.31 | 4.88 | 0.13 | 0.07 | |
| AL | 6.71 | 1.58 | 12.92 | 10.00 | 0.27 | 0.15 | |
2021.10.19—2021.10.28 | IR40 | 1.22 | 0.28 | 2.34 | 1.81 | 0.05 | 0.03 |
| IR70 | 3.67 | 0.86 | 7.06 | 5.46 | 0.15 | 0.08 | |
| AL | 7.56 | 1.78 | 14.55 | 11.26 | 0.30 | 0.17 | |
2021.10.29—2021.11.07 | IR40 | 1.30 | 0.30 | 2.49 | 1.93 | 0.05 | 0.03 |
| IR70 | 3.84 | 0.90 | 7.38 | 5.71 | 0.15 | 0.09 | |
| AL | 7.90 | 1.86 | 15.21 | 11.78 | 0.32 | 0.18 | |
2021.11.08—2021.11.17 | IR40 | 1.36 | 0.32 | 2.62 | 2.03 | 0.05 | 0.03 |
| IR70 | 4.06 | 0.95 | 7.81 | 6.05 | 0.16 | 0.09 | |
| AL | 8.34 | 1.96 | 16.05 | 12.43 | 0.33 | 0.19 | |
2021.11.18—2021.11.27 | IR40 | 1.44 | 0.34 | 2.77 | 2.14 | 0.06 | 0.03 |
| IR70 | 3.08 | 0.72 | 5.93 | 4.59 | 0.12 | 0.07 | |
| AL | 9.00 | 2.11 | 17.32 | 13.41 | 0.36 | 0.20 | |
2021.11.28—2021.12.07 | IR40 | 1.44 | 0.34 | 2.77 | 2.14 | 0.06 | 0.03 |
| IR70 | 2.46 | 0.58 | 4.74 | 3.67 | 0.10 | 0.05 | |
| AL | 6.08 | 1.43 | 11.70 | 9.06 | 0.24 | 0.14 |
1.3 饲粮营养水平测定
1.4 胰腺样品采集
1.5 测定指标及方法
1.6 非靶向代谢组分析
1.7 数据处理与统计分析
2 结果
2.1 固体饲料不同饲喂量对哺乳期牦牛犊牛体尺指标及胰腺指数的影响
表5 固体饲料不同饲喂量对哺乳期牦牛犊牛体尺指标及胰腺指数的影响Table 5 Effects of different feeding levels of solid feed on body size indexes and pancreas index in suckling yak calves |
| 项目 Items | 组别Groups | P值 P-value | ||
|---|---|---|---|---|
| IR40 | IR70 | AL | ||
| 体重Body weight/kg | 70.00±1.34c | 75.20±1.59b | 82.80±0.80a | <0.001 |
| 体斜长Body length/cm | 88.80±0.97 | 85.60±1.70 | 88.80±1.32 | 0.200 |
| 体高Body height/cm | 83.20±1.53 | 84.00±2.78 | 87.00±1.05 | 0.370 |
| 胸围Heart girth/cm | 107.80±1.32 | 107.60±1.03 | 106.20±0.74 | 0.524 |
| 管围Cannon circumference/cm | 15.20±0.20 | 14.80±0.20 | 14.80±0.20 | 0.300 |
| 胰腺重Pancreas weight/g | 49.00±0.89b | 54.40±1.57ab | 62.20±4.27a | 0.015 |
| 胰腺指数Pancreas index/% | 0.069 4±0.010 8b | 0.072 8±0.008 0b | 0.075 6±0.011 3a | 0.003 |
2.2 固体饲料不同饲喂量对哺乳期牦牛犊牛胰腺形态发育的影响
表6 固体饲料不同饲喂量对哺乳期牦牛犊牛胰腺内外分泌部面积的影响Table 6 Effects of different feeding levels of solid feed on area of internal and external secretory parts of pancreas in suckling yak calves % |
| 项目 Items | 组别Groups | P值 P-value | ||
|---|---|---|---|---|
| IR40 | IR70 | AL | ||
| 内分泌部面积总占比 Total percentage of internal secretory part area | 0.040 6±0.001 8a | 0.031 1±0.000 9b | 0.029 0±0.000 4b | <0.001 |
| 外分泌部面积总占比 Total percentage of external secretory part area | 0.934 5±0.002 4b | 0.938 2±0.002 8b | 0.947 5±0.001 3a | 0.001 |
| 内外分泌部面积比 Area ratio of internal and external secretory parts | 0.043 5±0.002 0a | 0.033 2±0.001 0b | 0.030 6±0.000 4b | <0.001 |
2.3 固体饲料不同饲喂量对哺乳期牦牛犊牛胰腺功能发育的影响
表7 固体饲料不同饲喂量对哺乳期牦牛犊牛胰腺消化酶活性的影响Table 7 Effects of different feeding levels of solid feed on activity of pancreatic digestive enzymes in suckling yak calvesU/L |
| 项目 Items | 组别Groups | P值 P-value | ||
|---|---|---|---|---|
| IR40 | IR70 | AL | ||
| 胰淀粉酶Pancreatic amylase | 35.00±0.84b | 35.46±1.31b | 38.73±0.30a | 0.025 |
| 胰脂肪酶Pancreatic lipase | 123.65±1.71 | 124.78±1.93 | 125.55±0.56 | 0.060 |
| 胰蛋白酶Pancreatic protease | 163.46±2.26b | 166.67±1.40b | 175.18±6.10a | 0.038 |
| 糜蛋白酶Chymotrypsin | 129.91±5.97b | 135.26±5.82ab | 147.98±0.61a | 0.044 |
表8 固体饲料不同饲喂量对哺乳期牦牛犊牛胰腺激素含量的影响Table 8 Effects of different feeding levels of solid feed on pancreatic hormone contents in suckling yak calvesμg/L |
| 项目 Items | 组别Groups | P值 P-value | ||
|---|---|---|---|---|
| IR40 | IR70 | AL | ||
| 胰高血糖素Glucagon | 0.318±0.011b | 0.340±0.007a | 0.346±0.002a | 0.031 |
| 胰岛素Insulin | 1.108±0.044b | 1.202±0.012b | 1.325±0.045a | 0.007 |
| 胰多肽Pancreatic polypeptide | 2.964±0.045 | 3.011±0.020 | 3.314±0.016 | 0.425 |
| 生长抑素Growth inhibitor | 0.287±0.002b | 0.298±0.017ab | 0.325±0.004a | 0.039 |
2.4 固体饲料不同饲喂量对哺乳期牦牛犊牛胰腺代谢组学的影响
图2 正离子(A)、负离子(B)模式下的IR40组和AL组火山图图中IR40P为低饲喂量组(IR40组),ALP为高饲喂量组(AL组);log2(fold change)代表代谢物的差异倍数变化;-log10(P-value)代表差异显著性水平;UP代表上调;DW代表下调;NoDiff代表无差异显著性。下图同。 Fig.2 Volcano plot of IR40 group and AL group in positive ion (A) and negative ion (B) mode In the figure, IR40P is the low feeding group (IR40 group) and ALP is the high feeding group (AL group); log2(fold change) represents the variance fold change of metabolites; -log10(P-value) represents the level of variance significance; UP represents upregulation; DW represents downregulation; NoDiff represents no variance significance. The same as below. |
图3 正离子(A)、负离子(B)模式下的IR40组和AL组代谢通路气泡图pos:正离子模式 positive ion mode;Metabolic pathways:代谢途径;Pyrimidine metabolism:嘧啶代谢;neg:负离子模式 negative ion mode; Glycine, serine and threonine metabolism:甘氨酸、丝氨酸和苏氨酸代谢;Glycerophospholipid metabolism:甘油磷脂代谢;Cysteine and methionine metabolism:半胱氨酸和蛋氨酸代谢;Choline metabolism in cancer:癌症中的胆碱代谢;Carbon metabolism:碳代谢;Biosynthesis of amino acids:氨基酸生物合成;Bile secretion:胆汁分泌;Antifolate resistance:抗逆转录病毒抗体;Aminoacyl-tRNA biosynthesis:氨基酸-tRNA生物合成。 图中Number代表代谢通路中差异代谢物的数目;Ratio代表代谢通路中差异代谢物的数目/该通路中鉴定出总代谢物数目的比率。图5、图7同。In the figure, Number represents the number of differential metabolites in the metabolic pathway; Ratio represents the ratio of the number of differential metabolites in the metabolic pathway/the number of total metabolites identified in the pathway. The same as Fig.5 and Fig.7. Fig.3 Bubble diagram of metabolic pathway of IR40 group and AL group in positive ion (A) and negative ion (B) modes |
表9 IR40组和AL组代谢通路以及相关差异代谢物Table 9 Metabolic pathways and related differential metabolites of IR40 group and AL group |
| 序号 No. | 代谢通路 Metabolic pathways | 差异代谢物 Differential metabolites | P值 P-value |
|---|---|---|---|
| 1 | 癌症中的胆碱代谢Choline metabolism in cancer | 胞二磷胆碱Citicoline↑ | 0.073 |
| 2 | 嘧啶代谢Pyrimidine metabolism | 脱氧胞苷酸dCMP↑ | 0.101 |
| 3 | 甘氨酸、丝氨酸和苏氨酸代谢 Glycine, serine and threonine metabolism | O-磷酸-L-丝氨酸 O-phospho-L-serine↑ | 0.142 |
| 4 | 甘油磷脂代谢Glycerophospholipid metabolism | 胞二磷胆碱Citicoline↑ | 0.142 |
| 5 | 抗叶酸抵抗Antifolate resistance | 脱氧胸苷酸dTMP↑ | 0.142 |
| 6 | 半胱氨酸和甲硫氨酸代谢 Cysteine and methionine metabolism | O-磷酸-L-丝氨酸 O-phospho-L-serine↑ | 0.206 |
| 7 | 氨酰-tRNA生物合成 Aminoacyl-tRNA biosynthesis | O-磷酸-L-丝氨酸 O-phospho-L-serine↑ | 0.323 |
| 8 | 胆汁分泌Bile secretion | 脱氧胆酸Deoxycholic acid↑ | 0.425 |
| 9 | 嘧啶代谢Pyrimidine metabolism | 脱氧胸苷酸dTMP↑ | 0.471 |
| 10 | 碳代谢Carbon metabolism | O-磷酸-L-丝氨酸 O-phospho-L-serine↑ | 0.514 |
| 11 | 代谢途径Metabolic pathways | 脱氧胸苷酸dTMP↑胞二磷胆碱Citicoline↑ 咖啡酸Caffeic acid↑ O-磷酸-L-丝氨酸O-phospho-L-serine↑ 阿魏酸Ferulic acid↑ | 1.000 |
| 12 | 氨基酸的生物合成 Biosynthesis of amino acids | O-磷酸-L-丝氨酸 O-phospho-L-serine↑ | 1.000 |
| 13 | 代谢途径Metabolic pathways | 脱氧胞苷酸dCMP↑ | 1.000 |
图5 正离子(A)、负离子(B)模式下的IR70组和AL组代谢通路气泡图Metabolic pathways:代谢途径; Pyrimidine metabolism:嘧啶代谢;Steroid hormone biosynthesis:甾体激素生物合成;Steroid biosynthesis:甾体生物合成;Prostate cancer:前列腺癌;Prolactin signaling pathway:催乳素信号传导途径;Progesterone-mediated oocyte maturation:孕激素介导的卵母细胞成熟;Pathways in cancer:癌症路径;Pantothenate and CoA biosynthesis:泛酸和CoA生物合成;Ovarian steroidogenesis:卵巢类固醇生成;Oocyte meiosis:卵母细胞减数分裂;Cushing’s syndrome:库欣式综合征;Cortisol synthesis and secretion:皮质醇合成和分泌;Breast cancer:乳腺癌;Beta-alanine metabolism:β-丙氨酸代谢;Aldosterone synthesis and secretion:醛固酮合成和分泌;Bile secretion:胆汁分泌。 Fig.5 Bubble diagram of metabolic pathway of IR70 group and AL group in positive ion (A) and negative ion (B) modes |
表10 IR70组和AL组代谢通路以及相关差异代谢物Table 10 Metabolic pathways and related differential metabolites of IR70 group and AL group |
| 序号 No. | 代谢通路 Metabolic pathways | 差异代谢物 Differential metabolites | P值 P-value |
|---|---|---|---|
| 1 | 甾体生物合成Steroid biosynthesis | 麦角钙化醇Ergocalciferol↑ | 0.040 |
| 2 | 卵母细胞减数分裂Oocyte meiosis | 孕酮Progesterone↑ | 0.040 |
| 3 | 孕酮介导的卵母细胞成熟 Progesterone-mediated oocyte maturation | 孕酮Progesterone↑ | 0.040 |
| 4 | 乳腺癌Breast cancer | 孕酮Progesterone↑ | 0.040 |
| 5 | 嘧啶代谢Pyrimidine metabolism | 脱氧胞苷酸dCMP↑尿嘧啶Uracil↑ | 0.050 |
| 6 | 催乳素信号通路Prolactin signaling pathway | 孕酮Progesterone↑ | 0.080 |
| 7 | 醛固酮的合成与分泌Aldosterone synthesis and secretion | 孕酮Progesterone↑ | 0.080 |
| 8 | 胆汁分泌Bile secretion | 脱氧胆酸Deoxycholic acid↑ | 0.085 |
| 9 | 卵巢类固醇生成Ovarian steroidogenesis | 孕酮Progesterone↑ | 0.118 |
| 10 | 癌症中的通路Pathways in cancer | 孕酮Progesterone↑ | 0.118 |
| 11 | 前列腺癌Prostate cancer | 孕酮Progesterone↑ | 0.118 |
| 12 | 泛酸和辅酶A生物合成Pantothenate and CoA biosynthesis | 尿嘧啶Uracil↑ | 0.154 |
| 13 | 皮质醇的合成与分泌Cortisol synthesis and secretion | 孕酮Progesterone↑ | 0.154 |
| 14 | 库兴综合征Cushing’s syndrome | 孕酮Progesterone↑ | 0.154 |
| 15 | β-丙氨酸代谢Beta-alanine metabolism | 尿嘧啶Uracil↑ | 0.190 |
| 16 | 甾体激素生物合成Steroid hormone biosynthesis | 孕酮Progesterone↑ | 0.351 |
| 17 | 代谢途径Metabolic pathways | 孕酮Progesterone↑ 麦角钙化醇Ergocalciferol↑ 脱氧胞苷酸dCMP↑尿嘧啶Uracil↑ | 0.570 |
图7 正离子(A)、负离子(B)模式下的IR70组和IR40组代谢通路气泡图pos:正离子模式 positive ion mode;Metabolic pathways:代谢途径;Steroid hormone biosynthesis:类固醇激素生物合成;Steroid biosynthesis:类固醇生物合成;Prostate cancer:前列腺癌;Pathways in cancer:癌症中的路径;Ovarian steroidogenesis:卵巢类固醇生成;Endocrine resistance:内分泌抵抗;Cushing’s syndrome:库欣式综合征;Cortisol synthesis and secretion:皮质醇合成和分泌;ABC transporters:ABC运输工具;neg:负离子模式 negative ion mode;Neomycin, kanamycin and gentamicin biosynthesis:新霉素、卡那霉素和庆大霉素生物合成;Insulin resistance:胰岛素抵抗;Glycine, serine and threonine metabolism:甘氨酸、丝氨酸和苏氨酸的代谢;Cysteine and methionine metabolism:半胱氨酸和蛋氨酸的代谢;Carbon metabolism:碳代谢;Biosynthesis of amino acids:氨基酸生物合成;Aminoacyl-tRNA biosynthesis:氨基酸-tRNA生物合成;Amino sugar and nucleotide sugar metabolism:氨基酸糖和核苷酸糖的代谢。 Fig.7 Bubble diagram of metabolic pathway of IR70 group and IR40 group in positive ion (A) and negative ion (B) modes |
表11 IR70组和IR40组代谢通路以及相关差异代谢物Table 11 Metabolic pathways and related differential metabolites of IR70 group and IR40 group |
| 序号 No. | 代谢通路 Metabolic pathways | 差异代谢物 Differential metabolites | P值 P-value |
|---|---|---|---|
| 1 | 胰岛素抵抗Insulin resistance | UDP-N-乙酰葡糖胺 UDP-N-acetylglucosamine↓ | 0.024 |
| 2 | 甾体生物合成Steroid biosynthesis | 麦角钙化醇Ergocalciferol↑ | 0.040 |
| 3 | 内分泌抵抗Endocrine resistance | 睾酮Testosterone↑ | 0.040 |
| 4 | 甘氨酸、丝氨酸和苏氨酸代谢 Glycine, serine and threonine metabolism | O-磷酸-L-丝氨酸 O-phospho-L-serine↓ | 0.048 |
| 5 | 新霉素、卡那霉素和庆大霉素生物合成 Neomycin, kanamycin and gentamicin biosynthesis | UDP-N-乙酰葡糖胺 UDP-N-acetylglucosamine↓ | 0.048 |
| 6 | 甾体激素生物合成Steroid hormone biosynthesis | 科托酮Cortodoxone↑ 睾酮Testosterone↑ | 0.050 |
| 7 | 半胱氨酸和甲硫氨酸代谢 Cysteine and methionine metabolism | O-磷酸-L-丝氨酸 O-phospho-L-serine↓ | 0.072 |
| 8 | 卵巢类固醇生成Ovarian steroidogenesis | 睾酮Testosterone↑ | 0.118 |
| 9 | 癌症中的通路Pathways in cancer | 睾酮Testosterone↑ | 0.118 |
| 10 | 前列腺癌Prostate cancer | 睾酮Testosterone↑ | 0.118 |
| 11 | 氨基糖和核苷酸糖代谢 Amino sugar and nucleotide sugar metabolism | UDP-N-乙酰葡糖胺 UDP-N-acetylglucosamine↓ | 0.119 |
| 12 | 氨酰-tRNA生物合成 Aminoacyl-tRNA biosynthesis | O-磷酸-L-丝氨酸 O-phospho-L-serine↓ | 0.119 |
| 13 | 皮质醇的合成与分泌Cortisol synthesis and secretion | 科托酮Cortodoxone↑ | 0.154 |
| 14 | 库欣综合征Cushing’s syndrome | 科托酮Cortodoxone↑ | 0.154 |
| 15 | 碳代谢Carbon metabolism | O-磷酸-L-丝氨酸 O-phospho-L-serine↓ | 0.209 |
| 16 | 氨基酸的生物合成 Biosynthesis of amino acids | O-磷酸-L-丝氨酸 O-phospho-L-serine↓ | 0.252 |
| 17 | ABC转运蛋白ABC transporters | 甲基β-D-半乳糖苷 Methyl beta-D-galactopyranoside↑ | 0.258 |
| 18 | 代谢途径Metabolic pathways | 科托酮Cortodoxone↑ 睾酮Testosterone↑ 麦角钙化醇Ergocalciferol↑ | 1.000 |
| 19 | 代谢途径Metabolic pathways | O-磷酸-L-丝氨酸O-phospho-L-serine↓ UDP-N-乙酰葡糖胺UDP-N-acetylglucosamine↓ | 1.000 |
