State Key Laboratory of Animal Nutrition, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
Int J Mol Sci. 2023 Mar 2;24(5):4824. doi: 10.3390/ijms24054824.
negatively impacts the poultry industry and threatens animals' and humans' health. The gastrointestinal microbiota and its metabolites can modulate the host's physiology and immune system. Recent research demonstrated the role of commensal bacteria and short-chain fatty acids (SCFAs) in developing resistance to infection and colonization. However, the complex interactions among chicken, , host-microbiome, and microbial metabolites remain unelucidated. Therefore, this study aimed to explore these complex interactions by identifying the driver and hub genes highly correlated with factors that confer resistance to . Differential gene expression (DEGs) and dynamic developmental genes (DDGs) analyses and weighted gene co-expression network analysis (WGCNA) were performed using transcriptome data from the cecum of Enteritidis-infected chicken at 7 and 21 days after infection. Furthermore, we identified the driver and hub genes associated with important traits such as the heterophil/lymphocyte (H/L) ratio, body weight post-infection, bacterial load, propionate and valerate cecal contents, and , , and cecal relative abundance. Among the multiple genes detected in this study, , , , , , , , , and others were found as potential candidate gene and transcript (co-) factors for resistance to infection. In addition, we found that the PPAR and oxidative phosphorylation (OXPHOS) metabolic pathways were also involved in the host's immune response/defense against colonization at the earlier and later stage post-infection, respectively. This study provides a valuable resource of transcriptome profiles from chicken cecum at the earlier and later stage post-infection and mechanistic understanding of the complex interactions among chicken, , host-microbiome, and associated metabolites.
其负面影响不仅波及家禽养殖业,还威胁到动物和人类的健康。胃肠道微生物群及其代谢产物可调节宿主的生理和免疫系统。最近的研究表明,共生细菌和短链脂肪酸(SCFA)在建立对感染和定植的抵抗力方面发挥着重要作用。然而,鸡、宿主微生物群和微生物代谢物之间的复杂相互作用仍未阐明。因此,本研究旨在通过鉴定与赋予对感染抗性相关的驱动基因和枢纽基因来探索这些复杂的相互作用。使用感染后 7 天和 21 天鸡盲肠的转录组数据,进行差异基因表达(DEGs)和动态发育基因(DDGs)分析以及加权基因共表达网络分析(WGCNA)。此外,我们还鉴定了与异嗜性/淋巴细胞(H/L)比值、感染后体重、细菌载量、盲肠丙酸和戊酸含量、、、和相对丰度等重要特征相关的驱动基因和枢纽基因。在本研究中检测到的多个基因中,、、、、、、、和其他基因被认为是对感染具有抗性的潜在候选基因和转录(共)因子。此外,我们发现 PPAR 和氧化磷酸化(OXPHOS)代谢途径也分别参与了宿主对感染定植的免疫反应/防御作用的早期和晚期阶段。本研究为感染后早期和晚期鸡盲肠的转录组图谱提供了有价值的资源,并深入了解了鸡、宿主微生物群和相关代谢物之间的复杂相互作用的机制。