Bu Dengpan, Bionaz Massimo, Wang Mengzhi, Nan Xuemei, Ma Lu, Wang Jiaqi
State Key Laboratory of Animal Nutrition, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, P.R. China.
CAAS-ICRAF Joint Laboratory on Agroforestry and Sustainable Animal Husbandry, World Agroforestry Centre, East and Central Asia, Beijing, China.
PLoS One. 2017 Mar 14;12(3):e0173082. doi: 10.1371/journal.pone.0173082. eCollection 2017.
Liver and mammary gland are among the most important organs during lactation in dairy cows. With the purpose of understanding both the different and the complementary roles and the crosstalk of those two organs during lactation, a transcriptome analysis was performed on liver and mammary tissues of 10 primiparous dairy cows in mid-lactation. The analysis was performed using a 4×44K Bovine Agilent microarray chip. The transcriptome difference between the two tissues was analyzed using SAS JMP Genomics using ANOVA with a false discovery rate correction (FDR). The analysis uncovered >9,000 genes differentially expressed (DEG) between the two tissues with a FDR<0.001. The functional analysis of the DEG uncovered a larger metabolic (especially related to lipid) and inflammatory response capacity in liver compared with mammary tissue while the mammary tissue had a larger protein synthesis and secretion, proliferation/differentiation, signaling, and innate immune system capacity compared with the liver. A plethora of endogenous compounds, cytokines, and transcription factors were estimated to control the DEG between the two tissues. Compared with mammary tissue, the liver transcriptome appeared to be under control of a large array of ligand-dependent nuclear receptors and, among endogenous chemical, fatty acids and bacteria-derived compounds. Compared with liver, the transcriptome of the mammary tissue was potentially under control of a large number of growth factors and miRNA. The in silico crosstalk analysis between the two tissues revealed an overall large communication with a reciprocal control of lipid metabolism, innate immune system adaptation, and proliferation/differentiation. In summary the transcriptome analysis confirmed prior known differences between liver and mammary tissue, especially considering the indication of a larger metabolic activity in liver compared with the mammary tissue and the larger protein synthesis, communication, and proliferative capacity in mammary tissue compared with the liver. Relatively novel is the indication by the data that the transcriptome of the liver is highly regulated by dietary and bacteria-related compounds while the mammary transcriptome is more under control of hormones, growth factors, and miRNA. A large crosstalk between the two tissues with a reciprocal control of metabolism and innate immune-adaptation was indicated by the network analysis that allowed uncovering previously unknown crosstalk between liver and mammary tissue for several signaling molecules.
肝脏和乳腺是奶牛泌乳期最重要的器官。为了解这两个器官在泌乳期的不同作用、互补作用以及相互作用,对10头处于泌乳中期的初产奶牛的肝脏和乳腺组织进行了转录组分析。分析使用的是4×44K牛安捷伦微阵列芯片。使用SAS JMP Genomics软件,采用带有错误发现率校正(FDR)的方差分析来分析两个组织之间的转录组差异。分析发现,在FDR<0.001的情况下,两个组织之间有超过9000个基因差异表达(DEG)。对差异表达基因的功能分析发现,与乳腺组织相比,肝脏具有更大的代谢(特别是与脂质相关的代谢)和炎症反应能力,而乳腺组织与肝脏相比,具有更大的蛋白质合成与分泌、增殖/分化、信号传导和先天免疫系统能力。估计有大量内源性化合物、细胞因子和转录因子控制着两个组织之间的差异表达基因。与乳腺组织相比,肝脏转录组似乎受大量配体依赖性核受体以及内源性化学物质、脂肪酸和细菌衍生化合物的控制。与肝脏相比,乳腺组织的转录组可能受大量生长因子和微小RNA的控制。两个组织之间的计算机模拟相互作用分析显示,在脂质代谢、先天免疫系统适应和增殖/分化的相互控制方面,总体存在大量的交流。总之,转录组分析证实了肝脏和乳腺组织之间先前已知的差异,特别是考虑到与乳腺组织相比,肝脏具有更大的代谢活性,而与肝脏相比,乳腺组织具有更大的蛋白质合成、交流和增殖能力。相对新颖的是,数据表明肝脏转录组受饮食和细菌相关化合物的高度调控,而乳腺转录组更多地受激素、生长因子和微小RNA的控制。网络分析表明,两个组织之间存在大量相互作用,对代谢和先天免疫适应进行相互控制,这使得我们能够发现几种信号分子在肝脏和乳腺组织之间以前未知的相互作用。