College of Fisheries, Henan Normal University, Xinxiang 453007, Henan, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai 201306, China; CCMAR/CIMAR Centre of Marine Sciences, University of Algarve, Campus de Gambelas, 8005-139, Faro, Portugal.
Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai 201306, China.
Comp Biochem Physiol Part D Genomics Proteomics. 2023 Sep;47:101112. doi: 10.1016/j.cbd.2023.101112. Epub 2023 Jul 22.
Mandarin fish (Siniperca chuatsi) is a carnivorous freshwater fish and an economically important species. The digestive system (liver, stomach, intestine, pyloric caecum, esophagus, and gallbladder) is an important site for studying fish domestication. In our previous study, we found that mandarin fish undergoes adaptive changes in histological morphology and gene expression levels of the digestive system when subjected to artificial diet domestication. However, we are not clear which hub genes are highly associated with domestication. In this study, we performed WGCNA on the transcriptomes of 17 tissues and 9 developmental stages and combined differentially expressed genes analysis in the digestive system to identify the hub genes that may play important functions in the adaptation of mandarin fish to bait conversion. A total of 31,657 genes in 26 samples were classified into 23 color modules via WGCNA. The modules midnightblue, darkred, lightyellow, and darkgreen highly associated with the liver, stomach, esophagus, and gallbladder were extracted, respectively. Tan module was highly related to both intestine and pyloric caecum. The hub genes in liver were cp, vtgc, c1in, c9, lect2, and klkb1. The hub genes in stomach were ghrl, atp4a, gjb3, muc5ac, duox2, and chia2. The hub genes in esophagus were mybpc1, myl2, and tpm3. The hub genes in gallbladder were dyst, npy2r, slc13a1, and slc39a4. The hub genes in the intestine and pyloric caecum were slc15a1, cdhr5, btn3a1, anpep, slc34a2, cdhr2, and ace2. Through pathway analysis, modules highly related to the digestive system were mainly enriched in digestion and absorption, metabolism, and immune-related pathways. After domestication, the hub genes vtgc and lect2 were significantly upregulated in the liver. Chia2 was significantly downregulated in the stomach. Slc15a1, anpep, and slc34a2 were significantly upregulated in the intestine. This study identified the hub genes that may play an important role in the adaptation of the digestive system to artificial diet, which provided novel evidence and ideas for further research on the domestication of mandarin fish from molecular level.
鳜鱼(Siniperca chuatsi)是一种肉食性淡水鱼,也是一种具有重要经济价值的鱼类。消化系统(肝脏、胃、肠道、幽门盲囊、食管和胆囊)是研究鱼类驯化的重要部位。在我们之前的研究中,我们发现鳜鱼在人工饲料驯化过程中,其消化系统的组织形态和基因表达水平发生了适应性变化。然而,我们不清楚哪些关键基因与驯化高度相关。在这项研究中,我们对 17 种组织和 9 个发育阶段的转录组进行了 WGCNA 分析,并结合消化系统差异表达基因分析,鉴定了可能在鳜鱼适应饵料转化中发挥重要功能的关键基因。在 26 个样本的 31657 个基因中,通过 WGCNA 将其分为 23 个颜色模块。分别提取与肝脏、胃、食管和胆囊高度相关的模块 midnightblue、darkred、lightyellow 和 darkgreen。Tan 模块与肠道和幽门盲囊高度相关。肝脏中的关键基因有 cp、vtgc、c1in、c9、lect2 和 klkb1。胃中的关键基因有 ghrl、atp4a、gjb3、muc5ac、duox2 和 chia2。食管中的关键基因有 mybpc1、myl2 和 tpm3。胆囊中的关键基因有 dyst、npy2r、slc13a1 和 slc39a4。肠道和幽门盲囊中的关键基因有 slc15a1、cdhr5、btn3a1、anpep、slc34a2、cdhr2 和 ace2。通过通路分析,与消化系统高度相关的模块主要富集在消化吸收、代谢和免疫相关通路中。驯化后,肝脏中关键基因 vtgc 和 lect2 显著上调。胃中关键基因 chia2 显著下调。肠道中关键基因 slc15a1、anpep 和 slc34a2 显著上调。本研究鉴定了可能在鳜鱼消化系统适应人工饲料过程中发挥重要作用的关键基因,为从分子水平进一步研究鳜鱼驯化提供了新的证据和思路。