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

被引:133
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
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
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页数:29
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共 86 条
[1]   A global analysis of C. elegans trans-splicing [J].
Allen, Mary Ann ;
Hillier, LaDeana W. ;
Waterston, Robert H. ;
Blumenthal, Thomas .
GENOME RESEARCH, 2011, 21 (02) :255-264
[2]   CREB and the CRTC co-activators: sensors for hormonal and metabolic signals [J].
Altarejos, Judith Y. ;
Montminy, Marc .
NATURE REVIEWS MOLECULAR CELL BIOLOGY, 2011, 12 (03) :141-151
[3]   Detecting differential usage of exons from RNA-seq data [J].
Anders, Simon ;
Reyes, Alejandro ;
Huber, Wolfgang .
GENOME RESEARCH, 2012, 22 (10) :2008-2017
[4]   Tissue enrichment analysis for C. elegans genomics [J].
Angeles-Albores, David ;
Lee, Raymond Y. N. ;
Chan, Juancarlos ;
Sternberg, Paul W. .
BMC BIOINFORMATICS, 2016, 17
[5]   Cell nonautonomy of C-elegans daf-2 function in the regulation of diapause and life span [J].
Apfeld, J ;
Kenyon, C .
CELL, 1998, 95 (02) :199-210
[6]   PDF-1 neuropeptide signaling modulates a neural circuit for mate-searching behavior in C. elegans [J].
Barrios, Arantza ;
Ghosh, Rajarshi ;
Fang, Chunhui ;
Emmons, Scott W. ;
Barr, Maureen M. .
NATURE NEUROSCIENCE, 2012, 15 (12) :1675-+
[7]   A gene-centered C.elegans protein-DNA interaction network provides a framework for functional predictions [J].
Bass, Juan I. Fuxman ;
Pons, Carles ;
Kozlowski, Lucie ;
Reece-Hoyes, John S. ;
Shrestha, Shaleen ;
Holdorf, Amy D. ;
Mori, Akihiro ;
Myers, Chad L. ;
Walhout, Albertha J. M. .
MOLECULAR SYSTEMS BIOLOGY, 2016, 12 (10)
[8]   Two neurons mediate diet-restriction-induced longevity in C-elegans [J].
Bishop, Nicholas A. ;
Guarente, Leonard .
NATURE, 2007, 447 (7144) :545-+
[9]   Comparative RNA-Seq analysis reveals pervasive tissue-specific alternative polyadenylation in Caenorhabditis elegans intestine and muscles [J].
Blazie, Stephen M. ;
Babb, Cody ;
Wilky, Henry ;
Rawls, Alan ;
Park, Jin G. ;
Mangone, Marco .
BMC BIOLOGY, 2015, 13
[10]   DEFICIENT LONG-TERM-MEMORY IN MICE WITH A TARGETED MUTATION OF THE CAMP-RESPONSIVE ELEMENT-BINDING PROTEIN [J].
BOURTCHULADZE, R ;
FRENGUELLI, B ;
BLENDY, J ;
CIOFFI, D ;
SCHUTZ, G ;
SILVA, AJ .
CELL, 1994, 79 (01) :59-68