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首页> 外文期刊>BMC Genetics >Transcriptome analysis identifies genes and co-expression networks underlying heat tolerance in pigs
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Transcriptome analysis identifies genes and co-expression networks underlying heat tolerance in pigs

机译:转录组分析识别猪耐热性潜在的基因和共表达网络

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Heat stress adversely affects pig growth and reproduction performance by reducing feed intake, weight gain, farrowing rate, and litter size. Heat tolerance is an important characteristic in pigs, allowing them to mitigate the negative effects of heat stress on their physiological activities. Yet, genetic variation and signaling pathways associated with the biological processes of heat-tolerant pigs are currently not fully understood. This study examined differentially expressed genes and constructed gene co-expression networks on mRNAs of pigs under different heat-stress conditions using whole transcriptomic RNA-seq analyses. Semen parameters, including total sperm number per ejaculate, motility, normal morphology rate, droplets, and rejected ejaculate rate, were measured weekly on 12 boars for two time periods: thermoneutral (January to May), and heat stress (July to October). Boars were classified into heat-tolerant (n?=?6) and heat-susceptible (n?=?6) groups based on the variation of their ejaculate parameters across the two periods. RNA was isolated from the blood samples collected from the thermoneutral and heat stress periods for gene expression analysis. Under heat stress, a total of 66 differentially expressed genes (25 down-regulated, 41 up-regulated) were identified in heat-tolerant pigs compared to themselves during the thermoneutral period. A total of 1041 differentially expressed genes (282 down-regulated, 759 up-regulated) were identified in the comparison between heat-tolerant pigs and heat-susceptible pigs under heat stress. Weighted gene co-expression network analysis detected 4 and 7 modules with genes highly associated (r??0.50, p??0.05) with semen quality parameters in heat-tolerant and heat-susceptible pigs under the effects of heat stress, respectively. This study utilized the sensitivity of semen to heat stress to discriminate the heat-tolerance ability of pigs. The gene expression profiles under the thermoneutral and heat stress conditions were documented in heat-tolerant and heat-susceptible boars. Findings contribute to the understanding of genes and biological mechanisms related to heat stress response in pigs and provide potential biomarkers for future investigations on the reproductive performance of pigs.
机译:通过减少进料摄入,体重增加,船只率和凋落物尺寸,热应激对猪生长和再现性能产生不利影响。耐热性是猪的重要特征,使它们能够减轻热应激对其生理活性的负面影响。然而,目前尚未完全理解与耐热性猪的生物过程相关的遗传变异和信号通路。该研究在使用整个转录组RNA-SEQ分析中检查了不同热应激条件下猪MRNA的差异表达基因和构建基因共表达网络。精液参数,包括每次射精,运动,正常形态速率,液滴和拒绝射精率的总精子,每周均每周衡量12个公猪:热量(1月至5月)和热压力(7月至10月)。基于两个时段的射精参数的变化,公猪分为耐热(N?=Δ6)和热敏感(n?=Δ6)组。从从热源和热应激周期收集的血液样本中分离RNA,用于基因表达分析。在热应激之下,与热电因期间相比,在耐热猪中,总共66个差异表达基因(25次调节的41个上调)。在热胁迫下的耐热性猪和热敏感猪之间的比较中,共鉴定了总共1041个差异表达基因(282个下调,759调节)。加权基因共表达网络分析检测到4和7个模块,基因具有高度相关的基因(R?> 0.50,p≤0.05),分别在热应激的影响下具有耐热性和热敏感猪的精液和热敏感猪。 。该研究利用精液的敏感性来热应力以区分猪的耐热能力。在热源和热应激条件下的基因表达谱被记录在耐热性和热易感猪中。调查结果有助于了解与猪中的热应激反应相关的基因和生物机制,并为未来对猪生殖性能的研究提供潜在的生物标志物。

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