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

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 t...

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Autores principales: Kaletsky, Rachel, Yao, Victoria, Williams, April, Runnels, Alexi M., Tadych, Alicja, Zhou, Shiyi, Troyanskaya, Olga G., Murphy, Coleen T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6105014/
https://www.ncbi.nlm.nih.gov/pubmed/30096138
http://dx.doi.org/10.1371/journal.pgen.1007559
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author Kaletsky, Rachel
Yao, Victoria
Williams, April
Runnels, Alexi M.
Tadych, Alicja
Zhou, Shiyi
Troyanskaya, Olga G.
Murphy, Coleen T.
author_facet Kaletsky, Rachel
Yao, Victoria
Williams, April
Runnels, Alexi M.
Tadych, Alicja
Zhou, Shiyi
Troyanskaya, Olga G.
Murphy, Coleen T.
author_sort Kaletsky, Rachel
collection PubMed
description 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-β activity, and basal vs. memory-induced CREB transcription. Together, these data provide a rich resource for understanding the biology governing multicellular adult animals.
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spelling pubmed-61050142018-09-15 Transcriptome analysis of adult Caenorhabditis elegans cells reveals tissue-specific gene and isoform expression Kaletsky, Rachel Yao, Victoria Williams, April Runnels, Alexi M. Tadych, Alicja Zhou, Shiyi Troyanskaya, Olga G. Murphy, Coleen T. PLoS Genet Research Article 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-β activity, and basal vs. memory-induced CREB transcription. Together, these data provide a rich resource for understanding the biology governing multicellular adult animals. Public Library of Science 2018-08-10 /pmc/articles/PMC6105014/ /pubmed/30096138 http://dx.doi.org/10.1371/journal.pgen.1007559 Text en © 2018 Kaletsky et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Kaletsky, Rachel
Yao, Victoria
Williams, April
Runnels, Alexi M.
Tadych, Alicja
Zhou, Shiyi
Troyanskaya, Olga G.
Murphy, Coleen T.
Transcriptome analysis of adult Caenorhabditis elegans cells reveals tissue-specific gene and isoform expression
title Transcriptome analysis of adult Caenorhabditis elegans cells reveals tissue-specific gene and isoform expression
title_full Transcriptome analysis of adult Caenorhabditis elegans cells reveals tissue-specific gene and isoform expression
title_fullStr Transcriptome analysis of adult Caenorhabditis elegans cells reveals tissue-specific gene and isoform expression
title_full_unstemmed Transcriptome analysis of adult Caenorhabditis elegans cells reveals tissue-specific gene and isoform expression
title_short Transcriptome analysis of adult Caenorhabditis elegans cells reveals tissue-specific gene and isoform expression
title_sort transcriptome analysis of adult caenorhabditis elegans cells reveals tissue-specific gene and isoform expression
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6105014/
https://www.ncbi.nlm.nih.gov/pubmed/30096138
http://dx.doi.org/10.1371/journal.pgen.1007559
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