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综合分析来自发育、幼龄和成年日本黑牛 31 种组织的 124 个转录组。

Comprehensive analysis of 124 transcriptomes from 31 tissues in developing, juvenile, and adult Japanese Black cattle.

机构信息

Cattle Breeding Development Institute of Kagoshima Prefecture, Osumi, So, Kagoshima 899-8212, Japan.

Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba 277-8562, Japan.

出版信息

DNA Res. 2022 Aug 23;29(5). doi: 10.1093/dnares/dsac032.

Abstract

Omic analyses of economically important animals, including Japanese Black cattle, are currently underway worldwide. In particular, tissue and developmental stage-specific transcriptome characterization is essential for understanding the molecular mechanisms underlying the phenotypic expression of genetic disorders and economic traits. Here, we conducted a comprehensive analysis of 124 transcriptomes across 31 major tissues from fetuses, juvenile calves, and adult Japanese Black cattle using short-read sequencing. We found that genes exhibiting high tissue-specific expression tended to increase after 60 days from fertilization and significantly reflected tissue-relevant biology. Based on gene expression variation and inflection points during development, we categorized gene expression patterns as stable, increased, decreased, temporary, or complex in each tissue. We also analysed the expression profiles of causative genes (e.g. SLC12A1, ANXA10, and MYH6) for genetic disorders in cattle, revealing disease-relevant expression patterns. In addition, to directly analyse the structure of full-length transcripts without transcript reconstruction, we performed RNA sequencing analysis of 22 tissues using long-read sequencing and identified 232 novel non-RefSeq isoforms. Collectively, our comprehensive transcriptomic analysis can serve as an important resource for the biological and functional interpretation of gene expression and enable the mechanistic interpretation of genetic disorders and economic traits in Japanese Black cattle.

摘要

目前,全世界都在对包括日本黑牛在内的具有经济重要性的动物进行基因组分析。特别是,组织和发育阶段特异性转录组特征对于理解遗传疾病和经济性状表型表达的分子机制至关重要。在这里,我们使用短读测序技术对来自胎儿、幼牛和成年日本黑牛的 31 种主要组织的 124 个转录组进行了全面分析。我们发现,表现出高组织特异性表达的基因在受精后 60 天左右趋于增加,并显著反映了与组织相关的生物学。基于发育过程中的基因表达变化和拐点,我们将基因表达模式分类为稳定、增加、减少、暂时或复杂。我们还分析了与牛遗传疾病相关的致病基因(如 SLC12A1、ANXA10 和 MYH6)的表达谱,揭示了与疾病相关的表达模式。此外,为了直接分析全长转录本的结构而无需转录本重建,我们使用长读测序对 22 种组织进行了 RNA 测序分析,鉴定出 232 个新的非 RefSeq 异构体。总的来说,我们的全面转录组分析可以作为日本黑牛基因表达的生物学和功能解释的重要资源,并能够对遗传疾病和经济性状进行机制解释。

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