Transcriptome analysis of adult Caenorhabditis elegans cells reveals tissue-specific gene and isoform expression

被引:124
|
作者
Kaletsky, Rachel [1 ,2 ]
Yao, Victoria [2 ,3 ]
Williams, April [1 ,2 ]
Runnels, Alexi M. [1 ,2 ]
Tadych, Alicja [2 ]
Zhou, Shiyi [1 ,2 ]
Troyanskaya, Olga G. [2 ,3 ,4 ]
Murphy, Coleen T. [1 ,2 ]
机构
[1] Princeton Univ, Dept Mol Biol, Princeton, NJ 08544 USA
[2] Princeton Univ, Lewis Sigler Inst Integrat Genom, Princeton, NJ 08544 USA
[3] Princeton Univ, Dept Comp Sci, Princeton, NJ 08544 USA
[4] Simons Fdn, Flatiron Inst, New York, NY 10010 USA
来源
PLOS GENETICS | 2018年 / 14卷 / 08期
关键词
LIFE-SPAN; TGF-BETA; TERM-MEMORY; INSULIN; DAF-16; LONGEVITY; DISTINCT; PROTEIN; RESTRICTION; EPIDERMIS;
D O I
10.1371/journal.pgen.1007559
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The biology and behavior of adults differ substantially from those of developing animals, and cell-specific information is critical for deciphering the biology of multicellular animals. Thus, adult tissue-specific transcriptomic data are critical for understanding molecular mechanisms that control their phenotypes. We used adult cell-specific isolation to identify the transcriptomes of C. elegans' four major tissues (or "tissue-ome"), identifying ubiquitously expressed and tissue-specific "enriched" genes. These data newly reveal the hypodermis' metabolic character, suggest potential worm-human tissue orthologies, and identify tissue-specific changes in the Insulin/IGF-1 signaling pathway. Tissue-specific alternative splicing analysis identified a large set of collagen isoforms. Finally, we developed a machine learning-based prediction tool for 76 sub-tissue cell types, which we used to predict cellular expression differences in IIS/FOXO signaling, stage-specific TGF-beta activity, and basal vs. memory-induced CREB transcription. Together, these data provide a rich resource for understanding the biology governing multicellular adult animals.
引用
收藏
页数:29
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