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Title: Comparative Transcriptomics Analyses across Species, Organs, and Developmental Stages Reveal Functionally Constrained lncRNAs

Abstract

The functionality of long noncoding RNAs (lncRNAs) is disputed. In general, lncRNAs are under weak selective pressures, suggesting that the majority of lncRNAs may be nonfunctional. However, although some surveys showed negligible phenotypic effects upon lncRNA perturbation, key biological roles were demonstrated for individual lncRNAs. Most lncRNAs with proven functions were implicated in gene expression regulation, in pathways related to cellular pluripotency, differentiation, and organ morphogenesis, suggesting that functional lncRNAs may be more abundant in embryonic development, rather than in adult organs. To test this hypothesis, we perform a multidimensional comparative transcriptomics analysis, across five developmental time points (two embryonic stages, newborn, adult, and aged individuals), four organs (brain, kidney, liver, and testes), and three species (mouse, rat, and chicken). We find that, overwhelmingly, lncRNAs are preferentially expressed in adult and aged testes, consistent with the presence of permissive transcription during spermatogenesis. LncRNAs are often differentially expressed among developmental stages and are less abundant in embryos and newborns compared with adult individuals, in agreement with a requirement for tighter expression control and less tolerance for noisy transcription early in development. For differentially expressed lncRNAs, we find that the patterns of expression variation among developmental stages are generally conserved between mousemore » and rat. Moreover, lncRNAs expressed above noise levels in somatic organs and during development show higher evolutionary conservation, in particular, at their promoter regions. Thus, we show that functionally constrained lncRNA loci are enriched in developing organs, and we suggest that many of these loci may function in an RNA-independent manner.« less

Authors:
 [1]; ORCiD logo [2]
  1. École Polytechnique Fédérale de Lausanne (EPFL), Lausanne (Switzerland); Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
  2. École Polytechnique Fédérale de Lausanne (EPFL), Lausanne (Switzerland); Univ. de Lyon, Villeurbanne (France)
Publication Date:
Research Org.:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC); Swiss NAtinoal Science Foundation; Agence Nationale pour la Recherche
OSTI Identifier:
1603589
Grant/Contract Number:  
AC02-05CH11231; PZ00P3_142636; 259679
Resource Type:
Accepted Manuscript
Journal Name:
Molecular Biology and Evolution
Additional Journal Information:
Journal Volume: 37; Journal Issue: 1; Journal ID: ISSN 0737-4038
Publisher:
Oxford University Press
Country of Publication:
United States
Language:
English
Subject:
59 BASIC BIOLOGICAL SCIENCES; long noncoding RNAs; evolution; development; comparative transcriptomics

Citation Formats

Darbellay, Fabrice, and Necsulea, Anamaria. Comparative Transcriptomics Analyses across Species, Organs, and Developmental Stages Reveal Functionally Constrained lncRNAs. United States: N. p., 2019. Web. doi:10.1093/molbev/msz212.
Darbellay, Fabrice, & Necsulea, Anamaria. Comparative Transcriptomics Analyses across Species, Organs, and Developmental Stages Reveal Functionally Constrained lncRNAs. United States. https://doi.org/10.1093/molbev/msz212
Darbellay, Fabrice, and Necsulea, Anamaria. Fri . "Comparative Transcriptomics Analyses across Species, Organs, and Developmental Stages Reveal Functionally Constrained lncRNAs". United States. https://doi.org/10.1093/molbev/msz212. https://www.osti.gov/servlets/purl/1603589.
@article{osti_1603589,
title = {Comparative Transcriptomics Analyses across Species, Organs, and Developmental Stages Reveal Functionally Constrained lncRNAs},
author = {Darbellay, Fabrice and Necsulea, Anamaria},
abstractNote = {The functionality of long noncoding RNAs (lncRNAs) is disputed. In general, lncRNAs are under weak selective pressures, suggesting that the majority of lncRNAs may be nonfunctional. However, although some surveys showed negligible phenotypic effects upon lncRNA perturbation, key biological roles were demonstrated for individual lncRNAs. Most lncRNAs with proven functions were implicated in gene expression regulation, in pathways related to cellular pluripotency, differentiation, and organ morphogenesis, suggesting that functional lncRNAs may be more abundant in embryonic development, rather than in adult organs. To test this hypothesis, we perform a multidimensional comparative transcriptomics analysis, across five developmental time points (two embryonic stages, newborn, adult, and aged individuals), four organs (brain, kidney, liver, and testes), and three species (mouse, rat, and chicken). We find that, overwhelmingly, lncRNAs are preferentially expressed in adult and aged testes, consistent with the presence of permissive transcription during spermatogenesis. LncRNAs are often differentially expressed among developmental stages and are less abundant in embryos and newborns compared with adult individuals, in agreement with a requirement for tighter expression control and less tolerance for noisy transcription early in development. For differentially expressed lncRNAs, we find that the patterns of expression variation among developmental stages are generally conserved between mouse and rat. Moreover, lncRNAs expressed above noise levels in somatic organs and during development show higher evolutionary conservation, in particular, at their promoter regions. Thus, we show that functionally constrained lncRNA loci are enriched in developing organs, and we suggest that many of these loci may function in an RNA-independent manner.},
doi = {10.1093/molbev/msz212},
journal = {Molecular Biology and Evolution},
number = 1,
volume = 37,
place = {United States},
year = {Fri Sep 20 00:00:00 EDT 2019},
month = {Fri Sep 20 00:00:00 EDT 2019}
}

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Functionality or transcriptional noise? Evidence for selection within long noncoding RNAs
journal, March 2007

  • Ponjavic, J.; Ponting, C. P.; Lunter, G.
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Revisiting the protein-coding gene catalog of Drosophila melanogaster using 12 fly genomes
journal, December 2007

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Airn Transcriptional Overlap, But Not Its lncRNA Products, Induces Imprinted Igf2r Silencing
journal, December 2012


The product of the H19 gene may function as an RNA
journal, January 1990


No Gene in the Genome Makes Sense Except in the Light of Evolution
journal, August 2014


BLAST+: architecture and applications
journal, January 2009

  • Camacho, Christiam; Coulouris, George; Avagyan, Vahram
  • BMC Bioinformatics, Vol. 10, Issue 1
  • DOI: 10.1186/1471-2105-10-421

Chromatin signatures at transcriptional start sites separate two equally populated yet distinct classes of intergenic long noncoding RNAs
journal, January 2013


Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2
journal, December 2014


Single-cell analysis of long non-coding RNAs in the developing human neocortex
journal, April 2016


We simply cannot go on being so vague about ‘function’
journal, December 2018


Transposable Elements Are Major Contributors to the Origin, Diversification, and Regulation of Vertebrate Long Noncoding RNAs
journal, April 2013


Hotair Is Dispensible for Mouse Development
journal, December 2016


A Hox-Embedded Long Noncoding RNA: Is It All Hot Air?
journal, December 2016


Illuminating Testis Morphogenesis in the Mouse
journal, October 2009


Considerations when investigating lncRNA function in vivo
journal, August 2014