1 材料与方法
1.1 伦理声明
1.2 试验饲料
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 | 饲料Diets | ||||||
|---|---|---|---|---|---|---|---|
| FM | SBM | SBMC | |||||
| 原料Ingredients | |||||||
| 鱼粉Fish meal | 50.00 | 25.00 | 25.00 | ||||
| 豆粕Soybean meal | 36.06 | 36.06 | |||||
| 大豆浓缩蛋白Soy protein concentrate | 5.00 | 5.00 | 5.00 | ||||
| 鸡肉粉Chicken meal | 10.00 | 10.00 | 10.00 | ||||
| 谷朊粉Wheat gluten | 4.00 | 4.00 | 4.00 | ||||
| 面粉Wheat flour | 6.00 | 6.00 | 6.00 | ||||
| 鱼油Fish oil | 3.79 | 4.46 | 4.46 | ||||
| 豆油Soybean oil | 3.79 | 4.46 | 4.46 | ||||
| 大豆卵磷脂Soybean lecithin | 1.00 | 1.00 | 1.00 | ||||
| 多维Multi-vitamins1) | 0.30 | 0.30 | 0.30 | ||||
| 多矿Multi-minerals2) | 0.20 | 0.20 | 0.20 | ||||
| 氯化胆碱Choline chloride | 0.30 | 0.30 | 0.30 | ||||
| 磷酸二氢钙Ca(H2PO4)2 | 0.50 | 0.50 | 0.50 | ||||
| 姜黄素Curcumin | 0.02 | ||||||
| 诱食剂Feeding attractant3) | 0.50 | 0.50 | 0.50 | ||||
| 防霉剂Mildew inhibitor4) | 0.10 | 0.10 | 0.10 | ||||
| DL-蛋氨酸DL-Met | 0.29 | 0.29 | |||||
| L-赖氨酸L-Lys | 0.20 | 0.20 | |||||
| 羧甲基纤维素钠Carboxymethyl cellulose sodium | 1.00 | 1.00 | 1.00 | ||||
| 纤维素Cellulose | 13.52 | 0.63 | 0.61 | ||||
| 合计Total | 100.00 | 100.00 | 100.00 | ||||
| 营养水平Nutrient levels5) | |||||||
| 粗蛋白质CP | 49.69 | 49.85 | 50.14 | ||||
| 粗脂肪EE | 12.67 | 12.90 | 12.83 | ||||
1)多维为每千克饲料提供 The multi-vitamins provided the following per kg of diets:VA 333 000 IU,VD 200 000 IU,VK 6 mg,VE 380 mg,VC 200 mg,VB1 60 mg,VB2 190 mg,VB6 50 mg,VB12 0.1 mg,生物素 biotin 10 mg,肌醇 inositol 385 mg,烟酸 nicotinic acid 770 mg,泛酸 pantothenic acid 270 mg,叶酸 folic acid 10 mg。 |
1.3 试验动物及饲养管理
1.4 样品采集
1.5 指标测定
1.5.1 常规营养成分测定
1.5.2 生长性能
1.5.3 组织学分析
1.5.4 抗氧化指标测定
1.5.5 转录组测序与实时荧光定量PCR(RT-qPCR)
表2 引物序列Table 2 Primer sequences |
| 基因 Genes | 上游引物序列 Forward primer sequences (5'—3') | 下游引物序列 Reverse primer sequences (5'—3') |
|---|---|---|
| β-肌动蛋白β-actin | CCAACTCATTGGCATGGCTT | GATGCAACTGCAGAACCCTG |
| 脂肪酸合成酶FASN | CTCGCAGGCTCATTGTGGCATT | AGGCTGGAGACTCTGTGTTGCT |
| 脂蛋白脂肪酶LPL | GCTCCTCACCTCGCTGTCCATA | AGTGCCTGTCTGACGCCATGA |
| 激素敏感性脂肪酶HSL | CCTGCTAATGGCTACCGCTCAC | GCTGGCTGCTACACCTATTCCT |
| 胰岛素样生长因子-Ⅰ IGF-Ⅰ | ACCTCTCCACCTCGGACACCTA | GCACACGCAGCCGTTAGAGT |
| 胆固醇7α-羟化酶CYP7A1 | AAGAGCCACCAGCACCAGCA | ATCGCCATAACGGAGCCTCAGG |
| 多药耐药相关蛋白4 MRP4 | TGACAGCCTCATCCAGCAGACT | TGAGCCTGTGAGCGATGGTGA |
1.6 数据统计分析
2 结果与分析
2.1 姜黄素对摄食高豆粕饲料黄姑鱼生长性能的影响
表3 姜黄素对摄食高豆粕饲料黄姑鱼生长性能的影响Table 3 Effects of curcumin on growth performance of Nibea albiflora fed a high soybean meal diet |
| 项目 Items | 组别Groups | ||
|---|---|---|---|
| FM | SBM | SBMC | |
| 初始体重IBW/g | 4.92±0.01 | 4.87±0.03 | 4.90±0.02 |
| 终末体重FBW/g | 46.83±2.15 | 38.59±3.88 | 42.69±1.25 |
| 增重率WGR/% | 728.44±63.20a | 511.21±62.45b | 712.46±14.91a |
| 摄食率FR/(%/d) | 2.27±0.10b | 2.95±0.13a | 2.37±0.03b |
| 特定生长率SGR/(%/d) | 3.60±0.15a | 3.10±0.19b | 3.61±0.03a |
| 饲料系数FCR | 0.79±0.01c | 1.09±0.01a | 0.85±0.02b |
| 蛋白质效率PER | 2.41±0.15 | 1.95±0.20 | 2.27±0.04 |
同行数据肩标无字母或相同小写字母表示差异不显著(P>0.05),不同小写字母表示差异显著(P<0.05)。下表同。 | |
In the same row, values with no letter or the same small letter superscripts mean no significant difference (P>0.05), while with different small letter superscripts mean significant difference (P<0.05). The same as below. |
2.2 姜黄素对摄食高豆粕饲料黄姑鱼全鱼营养成分的影响
表4 姜黄素对摄食高豆粕饲料黄姑鱼全鱼营养成分的影响Table 4 Effects of curcumin on whole fish nutritional composition of Nibea albiflora fed a high soybean meal diet % |
| 项目 Items | 组别Groups | ||
|---|---|---|---|
| FM | SBM | SBMC | |
| 水分Moisture | 72.12±0.74ab | 71.04±0.51b | 73.58±0.94a |
| 粗蛋白质CP | 15.51±0.13 | 15.60±0.12 | 15.55±0.19 |
| 粗脂肪EE | 7.00±0.85ab | 8.24±0.57a | 5.67±0.61b |
| 粗灰分Ash | 4.17±0.08 | 4.05±0.05 | 4.18±0.07 |
2.3 姜黄素对摄食高豆粕饲料黄姑鱼肝脏和肠道组织形态的影响
图1 姜黄素对摄食高豆粕饲料黄姑鱼肝脏(A)和肠道(B)组织显微结构的影响FM:FM组 FM group;SBM:SBM组 SBM group;SBMC:SBMC组 SBMC group。下图同 the same as below。 NC:细胞核 nucleus;VC:空泡 vacuolation;PV:门静脉 portal vein;LD:脂滴 lipid droplet;VH:绒毛高度 villus height;VW:绒毛宽度 villus width;MT:肌层厚度 muscle layer thickness;SM:黏膜下层 submucosa;GC:杯状细胞 goblet cell;MH:微绒毛高度 microvillus height;TJ:紧密连接 tight connection。 HE表示苏木精-伊红染色,ORO表示油红O染色,TEM表示透射电子显微镜观察。红圈指示正常肝细胞,绿圈指示细胞核偏离中心的肝细胞,蓝圈指示脂滴聚集。HE represented hematoxylin-eosin staining, ORO represented oil red O staining, and TEM represented transmission electron microscope observation. Red circle indicated normal hepatocytes, green circle indicated hepatocytes with eccentric nuclei, and blue circle indicated lipid droplet aggregation. Fig.1 Effects of curcumin on microstructure of liver (A) and intestine tissue (B) of Nibea albiflora fed a high soybean meal diet |
表5 姜黄素对摄食高豆粕饲料黄姑鱼肠道组织形态的影响Table 5 Effects of curcumin on intestinal morphology of Nibea albiflora fed a high soybean meal diet μm |
| 项目 Items | 组别Groups | ||
|---|---|---|---|
| FM | SBM | SBMC | |
| 绒毛高度VH | 639.64±12.43a | 442.04±13.50b | 634.81±15.44a |
| 绒毛宽度VW | 87.55±2.52a | 64.91±1.82b | 81.92±2.44a |
| 肌层厚度MT | 95.31±1.84a | 69.11±2.23b | 93.89±2.41a |
| 微绒毛高度MH | 1.76±0.02a | 1.48±0.03c | 1.61±0.02b |
2.4 姜黄素对摄食高豆粕饲料黄姑鱼肝脏和肠道抗氧化指标的影响
2.5 姜黄素对摄食高豆粕饲料黄姑鱼肝脏脂肪代谢相关基因表达的影响
图3 姜黄素对摄食高豆粕饲料黄姑鱼肝脏脂肪代谢相关基因表达的影响FASN:脂肪酸合成酶 fatty acid synthase;LPL:脂蛋白脂肪酶 lipoprotein lipase;HSL:激素敏感性脂肪酶 hormone-sensitive lipase;IGF-Ⅰ:胰岛素样生长因子-Ⅰ insulin-like growth factor-Ⅰ;CYP7A1:胆固醇7α-羟化酶 cholesterol 7α-hydroxylase;MRP4:多药耐药相关蛋白4 multidrug resistance-associated protein 4。图6和图7同 the same as Fig.6 and Fig.7。 Fig.3 Effects of curcumin on expression of lipid metabolism related genes in liver of Nibea albiflora fed a high soybean meal diet |
2.6 摄食不同饲料黄姑鱼肠道RNA-Seq生物信息学分析
图4 SBM组vs FM组及SBMC组vs SBM组DEGs火山图(A、B)、GO富集条形图(C、D)和KEGG富集气泡图(E、F)BP:生物过程 biological process;MF:分子功能 molecular function;CC:细胞组分 cellular component。volcano map:火山图;P-value:P值;Fold change:差异倍数;Significant:显著性;up:上调 up-regulated;down:下调 down-regulated;no-diff:不显著 no significant difference;GO enrichment analysis (intestine):GO富集分析(肠道);KEGG enrichment analysis (intestine):KEGG富集分析(肠道);up regulate:上调;down regulate:下调;Glucose metabolic process:葡萄糖代谢过程;Cytolysis:细胞溶解;Glycosphingolipid biosynthetic process:鞘糖脂生物合成过程;Cholesterol biosynthetic process:胆固醇生物合成过程;Amino acid transmembrane transport:氨基酸跨膜转运;Amino acid transport:氨基酸转运;Alpha-(1->3)-fucosyltransferase activity:α-(1->3)-岩藻糖基转移酶活性;L-alanine transmembrane transporter activity:L-丙氨酸跨膜转运蛋白活性;Phosphoric diester hydrolase activity:磷酸二酯水解酶活性;Lipid binding:脂质结合;NAD(P)+ nucleosidase activity:NAD(P)+核苷酶活性;Monooxygenase activity:单加氧酶活性;Phagocytosis, recognition:吞噬、识别;Positive regulation of B cell activation:B细胞激活的正调控;Negative regulation of anoikis:失巢凋亡的负调控;B cell receptor signaling pathway:B细胞受体信号通路;Negative regulation of interleukin-6 production:白细胞介素-6产生的负调控;Negative regulation of I-kappa B kinase:I-κB激酶信号的负调控;Phosphatidylinositol 3-kinase complex:磷脂酰肌醇3-激酶复合体;Lysosome:溶酶体;Defense response to bacterium:对细菌的防御反应;Arginine metabolic process:精氨酸代谢过程;Vitamin A metabolic process:维生素A代谢过程;Nucleotide-excision repair, DNA gap filling:核苷酸切除修复、DNA缺口填充;Immune response:免疫反应;Alcohol dehydrogenase (NADP+) activity:醇脱氢酶(NADP+)活性;Carbonyl reductase (NADPH) activity:羰基还原酶(NADPH)活性;IgG immunoglobulin complex:IgG免疫球蛋白复合物;Immunoglobulin complex:免疫球蛋白复合物;Secretory IgA immunoglobulin complex:分泌型IgA免疫球蛋白复合物;Monounsaturated fatty acid elongation:单不饱和脂肪酸延伸;Bile acid signaling pathway:胆汁酸信号通路;Polyunsaturated fatty acid:多不饱和脂肪酸;Saturated fatty acid:饱和脂肪酸;Unsaturated fatty acid biosynthetic process:不饱和脂肪酸生物合成过程;Long-chain fatty-acyl-CoA biosynthetic process:长链脂肪酰基辅酶A生物合成过程;Phosphatidic acid biosynthetic process:磷脂酸生物合成过程;Fatty acid elongase activity:脂肪酸延伸酶活性;Very-long-chain 3-ketoacyl-CoA synthase activity:超长链3-酮脂酰辅酶A合酶活性;Oxidoreductase activity:氧化还原酶活性;Insulin secretion:胰岛素分泌;Ovarian steroidogenesis:卵巢类固醇生成;Staphylococcus aureus infection:金黄色葡萄球菌感染;Prolactin signaling pathway:催乳素信号通路;AMPK signaling pathway:AMPK信号通路;Insulin signaling pathway:胰岛素信号通路;Aldosterone-regulated sodium reabsorption:醛固酮调节的钠重吸收;Autoimmune thyroid disease:自身免疫性甲状腺疾病;Retinol metabolism:视黄醇代谢;Regulation of lipolysis in adipocytes:脂肪细胞脂解调节;Viral myocarditis:病毒性心肌炎;Steroid biosynthesis:类固醇生物合成;Phagosome:吞噬体;Intestinal immune network for IgA production:肠道IgA免疫网络;Antigen processing and presentation:抗原加工与呈递;Fluid shear stress and atherosclerosis:流体剪切应力与动脉粥样硬化;Th17 cell differentiation:Th17细胞分化;Fc gamma R-mediated phagocytosis:FcγR介导的吞噬作用;Vitamin digestion and absorption:维生素消化与吸收;Circadian rhythm:昼夜节律;Allograft rejection:同种异体移植排斥;Bile secretion:胆汁分泌;Natural killer cell mediated cytotoxicity:自然杀伤细胞介导的细胞毒性;Glycosphingolipid biosynthesis-globo and isoglobo series:鞘糖脂生物合成-红细胞系列和异红细胞系列;Non-homologous end-joining:非同源末端连接;Arginine and proline metabolism:精氨酸和脯氨酸代谢;Biosynthesis of unsaturated fatty acids:不饱和脂肪酸生物合成;Fatty acid elongation:脂肪酸延伸;Fat digestion and absorption:脂肪消化与吸收;Glycerolipid metabolism:甘油脂代谢;GABAergic synapse:GABA能突触;Glycerophospholipid metabolism:甘油磷脂代谢;Glutamatergic synapse:谷氨酸能突触;Collecting duct acid secretion:集合管酸分泌。 Fig.4 SBM group vs FM group and SBMC group vs SBM group DEGs volcano map (A and B), GO enrichment bar chart (C and D) and KEGG enrichment bubble map (E and F) |
图5 FM组、SBM组与SBMC组肠道组织样本RNA-seq基因表达数据的相关性分析(A)及主成分分析(B)图A中不同颜色代表相关系数大小,其中红色表示高相关,黄色表示中等相关,蓝色表示低相关。 Fig.5 Correlation analysis (A) and PCA (B) of RNA-seq gene expression data in intestinal tissue samples from the FM group, SBM group and SBMC group In figure A, different colors represented the magnitude of correlation coefficients, where red indicated high correlation, yellow indicated moderate correlation, and blue indicated low correlation. |
图6 肠道脂肪代谢相关基因RNA-seq和RT-qPCR结果的比较分析Fig.6 Comparative analysis of RNA-seq and RT-qPCR results for intestinal lipid metabolism-related genes |
图7 选定DEGs的RNA-seq结果与RT-qPCR结果对比A:选定DEGs表达热图;B:SBM组vs FM组RNA-seq结果与RT-qPCR结果对比散点图;C:SBMC组vs SBM组RNA-seq结果与RT-qPCR结果对比散点图。A: expression heatmap of selected DEGs; B: scatter plot of RNA-seq and RT-qPCR results comparison in SBM group vs FM group; C: scatter plot of RNA-seq and RT-qPCR results comparison in SBMC group vs SBM group. FPKM:每千碱基每百万片段读数 fragments per kilobase of transcript per million mapped reads;row scale:行尺度化;Fold change:差异倍数;IL-1α:白细胞介素-1α interleukin-1α;IL-6:白细胞介素-6 interleukin-6;TNF-α:肿瘤坏死因子-α tumor necrosis factor-α;IL-10:白细胞介素-10 interleukin-10;TGF-β3:转化生长因子-β3 transforming growth factor-β3;F-actin:丝状肌动蛋白 filamentous actin;ACTR2:肌动蛋白相关蛋白2 actin-related protein 2;CLDN4:闭合蛋白4 claudin 4;OCLN:封闭蛋白 occludin;ZO-1:闭锁小带蛋白1 zonula occludens-1。 Fig.7 Comparison of RNA-seq and RT-qPCR results for selected DEGs |
