1 材料与方法
1.1 试验材料
1.2 试验设计
1.3 试验饲料配制
表1 试验饲料组成及营养水平(干物质基础)Table 1 Composition and nutrient levels of experimental diets (DM basis) % |
| 项目 Items | 组别Groups | |||||
|---|---|---|---|---|---|---|
| C-0 | C-1500 | C-2500 | H-0 | H-1500 | H-2500 | |
| 原料Ingredients | ||||||
| 鱼粉Fish meal | 36.0 | 36.0 | 36.0 | 36.0 | 36.0 | 36.0 |
| 豆粕Soybean meal | 18.0 | 18.0 | 18.0 | 18.0 | 18.0 | 18.0 |
| 玉米蛋白粉Corn gluten meal | 6.0 | 6.0 | 6.0 | 6.0 | 6.0 | 6.0 |
| 明胶Gelatin | 6.0 | 6.0 | 6.0 | 6.0 | 6.0 | 6.0 |
| 面粉Wheat flour | 6.0 | 6.0 | 6.0 | 6.0 | 6.0 | 6.0 |
| 鱼油Fish oil | 6.0 | 6.0 | 6.0 | 8.0 | 8.0 | 8.0 |
| 亚麻油Linseed oil | 5.0 | 5.0 | 5.0 | 6.0 | 6.0 | 6.0 |
| 豆油Soybean oil | 5.0 | 5.0 | 5.0 | 6.0 | 6.0 | 6.0 |
| 维生素预混料Vitamin premix1) | 1.5 | 1.5 | 1.5 | 1.5 | 1.5 | 1.5 |
| 矿物质预混料Mineral premix2) | 1.5 | 1.5 | 1.5 | 1.5 | 1.5 | 1.5 |
| 磷酸二氢钙Ca(H2PO4)2 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 |
| 微晶纤维Microcrystalline cellulose | 8.0 | 8.0 | 8.0 | 4.0 | 4.0 | 4.0 |
| 合计Total | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| 外源氯化胆碱 Exogenous choline chloride/(mg/kg) | 1 500 | 2 500 | 1 500 | 2 500 | ||
| 营养水平Nutrient levels3) | ||||||
| 粗蛋白质CP | 50.11 | 49.64 | 49.85 | 48.14 | 48.87 | 47.21 |
| 粗脂肪EE | 20.14 | 19.45 | 21.02 | 23.14 | 22.88 | 22.65 |
| 粗灰分Ash | 10.24 | 11.24 | 10.33 | 12.01 | 11.98 | 11.75 |
| 胆碱Choline | 0.13 | 0.26 | 0.37 | 0.14 | 0.25 | 0.36 |
1)每千克维生素预混料含有 One kilogram of vitamin premix contained the following:维生素A乙酸酯 VA acetate 500 000 IU,VD3 150 000 IU,DL-α-生育酚乙酸酯 DL-α-tocopheryl acetate 4 g,亚硫酸氢烟酰胺甲萘醌 menadione nicotinamide bisulfite 0.5 g,硝酸硫胺 thiamine nitrate 0.5 g,核黄素 riboflavin 0.8 g,盐酸吡哆醇 pyridoxine hydrochloride 0.6 g,氰钴胺 cyanocobalamin 0.002 g,D-泛酸钙 D-calcium pantothenate 2 g,烟酰胺 nicotinamide 3 g,叶酸 folic acid 0.17 g,D-生物素 D-biotin 0.005 g,L-抗坏血酸-2-磷酸酯 L-ascorbyl-2-phosphate 10 g,肌醇 inositol 10 g。 | |
2)每千克矿物质预混料含有 One kilogram of mineral premix contained the following:MgSO4 15 g,FeSO4 12 g,ZnSO4 6 g,MnSO4 3 g,CuSO4 0.4 g,CoCl2 0.05 g,Na2SeO3 0.01 g,Ca(IO3)2 0.1 g。 |
1.4 样品采集与指标测定
1.4.1 样品采集
1.4.2 生长性能计算
1.4.3 肝脏抗氧化指标
1.4.4 肝脏转录组文库构建及测序
1.4.5 转录本预测与基因表达定量
1.4.6 基因差异表达与功能富集
1.4.7 实时荧光定量PCR验证
表2 RT-qPCR反应体系Table 2 RT-qPCR reaction systems μL |
| 反应液成分 Reaction mixture components | 体积 Volume |
|---|---|
| 上游引物Forward primer (10 μmol/L) | 2.30 |
| 下游引物Reverse primer (10 μmol/L) | 2.30 |
| ROX参比染料ROX reference dye (50×) | 0.40 |
| TB Green Premix Ex Taq Ⅱ | 10.00 |
| DNA模板DNA template | 5.00 |
| 合计Total | 20.00 |
表3 RT-qPCR引物序列Table 3 Primer sequences for RT-qPCR |
| 基因 Genes | 上游引物序列 Forward primer sequence (5'—3') | 下游引物序列 Reverse primer sequence (5'—3') |
|---|---|---|
| β-肌动蛋白 β-actin | ATCCTGACGGAGCGCGGTTACAGC | TGCCCATCTCCTGCTCAAAGTCCA |
| 肉碱棕榈酰基转移酶1A CPT1A | TCACCGCCCTGCTGCTCTAC | TCCTGGTGTGCGTGTTGTGTTG |
| 脂蛋白脂肪酶 LPL | TACGCTGAGCACCTAAACCG | TCCTGGTGTGCGTGTTGTGTTG |
| 脂肪酸去饱和酶2 FADS2 | CGCTGTTAATCGGGGAGCTT | CATGTCTATGGTGTGCCGGA |
| 溶质转运27家族成员2 SLC27A2 | GGACAGGTACAGAAGTACCGC | CTCCAGATGCTCACGAAGGG |
| 过氧化物酶体增殖激活受体α PPARα | CGATCAGGTGACCCTGTTAA | GCCGATAATGCCCACAATGG |
| 长链酰基辅酶A合成酶 ACSL | GCTTGGTTGGCATCTTTGCT | TGGAACTTGGGCTCCATC |
1.5 数据统计分析
2 结果与分析
2.1 不同脂肪水平饲料中添加氯化胆碱对细鳞鲑生长性能的影响
表4 不同脂肪水平饲料中添加氯化胆碱对细鳞鲑生长性能的影响Table 4 Effects of choline chloride supplementation in diets with different lipid levels on growth performance of lenok |
| 项目 Items | 脂肪水平 Lipid levels/ (g/kg) | 氯化胆碱添加水平 Choline chloride supplemental levels/(mg/kg) | P值P-value | |||||
|---|---|---|---|---|---|---|---|---|
| 0 | 1 500 | 2 500 | L | C | L×C | |||
初始体重 IBW/g | 200 | 8.56±0.08 | 8.63±0.12 | 8.53±0.20 | 0.483 | 0.232 | 0.544 | |
| 230 | 8.61±0.09 | 8.91±0.12 | 8.54±0.11 | |||||
终末体重 FBW/g | 200 | 19.04±0.26B | 19.83±0.30B | 19.68±0.28B | <0.001 | 0.001 | 0.021 | |
| 230 | 20.15±0.30Ab | 21.32±0.56Ab | 22.90±0.22Aa | |||||
特定生长率 SGR/(%/d) | 200 | 1.12±0.01Bb | 1.16±0.02Bab | 1.22±0.02Ba | <0.001 | <0.001 | 0.047 | |
| 230 | 1.20±0.02Ab | 1.26±0.01Ab | 1.39±0.03Aa | |||||
增重率 WGR/% | 200 | 119.09±0.84Bb | 128.94±4.16Bab | 135.54±2.95Ba | <0.001 | <0.001 | 0.038 | |
| 230 | 133.87±2.64Ab | 143.60±1.32Ab | 166.76±5.20Aa | |||||
存活率 SR/% | 200 | 73.00±6.80 | 82.00±3.33 | 77.00±1.73 | 0.780 | 0.144 | 0.483 | |
| 230 | 76.00±2.03 | 81.00±4.93 | 70.00±5.77 | |||||
肥满度 CF/% | 200 | 1.02±0.01 | 1.07±0.02 | 1.13±0.06 | 0.569 | 0.573 | 0.872 | |
| 230 | 1.09±0.03 | 1.15±0.05 | 1.18±0.03 | |||||
L代表脂肪水平,C代表氯化胆碱添加水平,L×C代表脂肪水平与氯化胆碱添加水平的交互作用。同一指标,同行数据肩标不同小写字母代表氯化胆碱添加水平之间差异显著(P<0.05),同列数据肩标不同大写字母代表不同脂肪水平之间差异显著(P<0.05)。表5同。 | |
L represented lipid level, C represented choline chloride supplementation level, and L×C represented the interaction between lipid level and choline chloride supplementation level. For the same index, values in the same row with different lowercase superscript letters indicated significant difference (P<0.05) among choline chloride supplementation levels; values in the same column with different uppercase superscript letters indicated significant difference (P<0.05) between different lipid levels. The same as Table 5. |
2.2 不同脂肪水平饲料中添加氯化胆碱对细鳞鲑肝脏抗氧化指标的影响
表5 不同脂肪水平饲料中添加氯化胆碱对细鳞鲑肝脏抗氧化指标的影响Table 5 Effects of choline chloride supplementation in diets with different lipid levels on hepatic antioxidant indices of lenok |
| 项目 Items | 脂肪水平 Lipid levels/ (g/kg) | 氯化胆碱添加水平 Choline chloride supplemental levels/(mg/kg) | P值P-value | |||||
|---|---|---|---|---|---|---|---|---|
| 0 | 1 500 | 2 500 | L | C | L×C | |||
超氧化物歧化酶 SOD/(U/mg prot) | 200 | 507.13±1.20c | 584.80±0.29Ab | 629.26±1.58Aa | <0.001 | <0.001 | <0.001 | |
| 230 | 503.60±0.81b | 532.26±0.54Ba | 550.93±0.68Ba | |||||
丙二醛 MDA/(nmol/mg prot) | 200 | 0.44±0.01B | 0.47±0.01B | 0.45±0.03 | <0.001 | 0.002 | <0.001 | |
| 230 | 0.67±0.01Aa | 0.57±0.01Ab | 0.53±0.01c | |||||
过氧化氢酶 CAT/(U/mg prot) | 200 | 49.95±0.63Ab | 69.91±0.09Aa | 77.90±0.16a | <0.001 | <0.001 | <0.001 | |
| 230 | 28.46±0.05Bc | 40.06±0.75Bb | 61.95±0.89a | |||||
谷胱甘肽过氧化物酶 GSH-Px/(U/mg prot) | 200 | 5.01±0.03Ab | 6.08±0.02ab | 6.45±0.04a | <0.001 | <0.001 | 0.047 | |
| 230 | 4.05±0.06Bb | 5.28±0.24a | 5.77±0.03a | |||||
2.3 饲料中添加氯化胆碱对摄入不同脂肪水平饲料细鳞鲑脂肪代谢的影响
2.3.1 测序原始数据
表6 测序数据质量和序列比对情况Table 6 Sequencing data quality and sequence alignment |
| 样本名称 Sample names | 原始读段 Raw reads/个 | 有效读段 Clean reads/个 | 有效碱基数 Clean bases/Gb | Q20/% | Q30/% | GC含量 GC content/% |
|---|---|---|---|---|---|---|
| C-2500-1 | 19 631 902 | 19 249 752 | 5.80 | 97.49 | 93.16 | 47.87 |
| C-2500-2 | 19 641 366 | 19 281 469 | 5.80 | 96.91 | 92.18 | 47.75 |
| C-2500-3 | 20 811 254 | 20 411 943 | 6.10 | 97.19 | 92.65 | 47.15 |
| H-2500-1 | 22 041 877 | 21 492 825 | 6.40 | 96.81 | 91.84 | 46.08 |
| H-2500-2 | 23 342 777 | 22 812 316 | 6.80 | 97.50 | 93.55 | 44.68 |
| H-2500-3 | 20 780 782 | 20 136 057 | 6.00 | 96.79 | 91.69 | 43.47 |
2.3.2 差异表达基因分析
2.3.3 差异表达基因GO功能富集分析
2.3.4 差异表达基因KEGG通路分析
图3 差异表达基因KEGG通路富集分析图Valine, leucine and isoleucine degradation:缬氨酸、亮氨酸和异亮氨酸降解;Thermogenesis:产热作用;Retinol metabolism:视黄醇代谢;Protein processing in endoplasmic reticulum:内质网中的蛋白质加工;Proteasome:蛋白酶体;Phagosome:吞噬体;Pathogenic Escherichia coli infection:致病性大肠杆菌感染;Parkinson disease:帕金森病;Oxidative phosphorylation:氧化磷酸化;Non-alcoholic fatty liver disease (NAFLD):非酒精性脂肪肝病(NAFLD);Metabolism of xenobiotics by cytochrome P:细胞色素P介导的外源性物质代谢;Huntington disease:亨廷顿病;Glycolysis/gluconeogenesis:糖酵解/糖异生;Complement and coagulation cascades:补体与凝血级联反应;Cholesterol metabolism:胆固醇代谢;Chemical carcinogenesis:化学致癌作用;Cardiac muscle contraction:心脏肌肉收缩;Ascorbate and aldarate metabolism:抗坏血酸和醛酸代谢;Amino sugar and nucleotide sugar metabolism:氨基糖和核苷糖代谢;Alzheimer disease:阿尔茨海默病;C-2500:C-2500组 C-2500 group;H-2500:H-2500组 H-2500 group;Gene ratio:基因比率;Count:数量;Padj:矫正后P值 adjusted P-value。 Fig.3 KEGG pathway enrichment analysis of differentially expressed genes |
2.3.5 不同脂肪水平饲料中添加氯化胆碱对细鳞鲑肝脏中脂代谢相关基因表达的影响
图4 细鳞鲑肝脏中脂代谢相关基因的表达CPT1A:肉碱棕榈酰基转移酶1A carnitine palmitoyltransferase 1A;LPL:脂蛋白脂肪酶lipoprotein lipase;FADS2:脂肪酸去饱和酶2 fatty acid desaturase 2;SLC27A2:溶质转运27家族成员2 solute carrier family 27 member 2;PPARα:过氧化物酶体增殖激活受体α peroxisome proliferator-activated receptor α;ACSL:长链酰基辅酶A合成酶 long-chain acyl-CoA synthetase。*:差异显著 significant difference (P<0.05)。 Fig.4 Expression of lipid metabolism-related genes in liver of lenok |

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