Evidence map›Paper›PMID 31953346›Full record

ArticleGenome research2020

A comparison of gene expression and DNA methylation patterns across tissues and species.

Lauren E Blake, Julien Roux, Irene Hernando-Herraez, Nicholas E Banovich, Raquel Garcia Perez, Chiaowen Joyce Hsiao, Ittai Eres, Claudia Cuevas, Tomas Marques-Bonet, Yoav Gilad

Open access · bronzeAbstract read
In one paragraph

Article in Genome research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 81 papers.

0numbers the graph read from it
0cells of the map it votes in
81citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

81 citing papers in PubMed, 139 citations in OpenAlex.

  1. Trial
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  5. A comprehensive full-length transcriptome atlas across multiple organs of an Indian yak breed-Arunachali.Mammalian genome : official journal of the International Mammalian Genome Society · 2026
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  6. Influence ofGenome research · 2026
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21 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors at 4 institutions in 3 countries.

Lauren E Blake *Department of Human Genetics, University of Chicago, Chicago, Illinois 60637, USA.ORCID 0000-0002-6658-0808
Julien Roux *Department of Human Genetics, University of Chicago, Chicago, Illinois 60637, USA.ORCID 0000-0002-4192-5099
Irene Hernando-HerraezUniversitat Pompeu Fabra, Institute of Evolutionary Biology, 88 08003 Barcelona, Spain.
Nicholas E BanovichDepartment of Human Genetics, University of Chicago, Chicago, Illinois 60637, USA.
Raquel Garcia PerezUniversitat Pompeu Fabra, Institute of Evolutionary Biology, 88 08003 Barcelona, Spain.
Chiaowen Joyce HsiaoDepartment of Human Genetics, University of Chicago, Chicago, Illinois 60637, USA.
Ittai EresDepartment of Human Genetics, University of Chicago, Chicago, Illinois 60637, USA.ORCID 0000-0002-0265-8194
Claudia CuevasDepartment of Human Genetics, University of Chicago, Chicago, Illinois 60637, USA.
Tomas Marques-BonetUniversitat Pompeu Fabra, Institute of Evolutionary Biology, 88 08003 Barcelona, Spain.ORCID 0000-0002-5597-3075
Yoav GiladDepartment of Human Genetics, University of Chicago, Chicago, Illinois 60637, USA.ORCID 0000-0001-8284-8926
University of Chicago · USUniversitat Pompeu Fabra · ESInstitució Catalana de Recerca i Estudis Avançats · ESSIB Swiss Institute of Bioinformatics · CH

Funding

Yerkes National Primate Research Center Role of type-I IFN in regulating COVID-19 induced inflammation and pathogenesisP51OD011132 · OD · EMORY UNIVERSITY · PI Joon Sup Lee · 2012 to 2026
$167.0M
PREDOCTORAL TRAINING IN GENETICS AND REGULATIONT32GM007197 · NIGMS · UNIVERSITY OF CHICAGO · PI ROTHMAN-DENES, LUCIA B. B · 1985 to 2020
$17.0M
2/2 Somatic mosaicism and autism spectrum disorderU01MH106874 · NIMH · YALE UNIVERSITY · PI SESTAN, NENAD · 2015 to 2019
$4.0M
Characterizing and Understanding Variation in Gene Regulatory Mechanisms Within and Between Species'R35GM131726 · NIGMS · UNIVERSITY OF CHICAGO · PI Yoav Gilad · 2019 to 2026
$3.7M
Howard Hughes Medical InstituteNIGMS NIH HHS R35 GM131726NIGMS NIH HHS T32 GM007197NIH HHS P51 OD011132NIMH NIH HHS U01 MH106874
6 · The paper itself

Abstract

Previously published comparative functional genomic data sets from primates using frozen tissue samples, including many data sets from our own group, were often collected and analyzed using nonoptimal study designs and analysis approaches. In addition, when samples from multiple tissues were studied in a comparative framework, individuals and tissues were confounded. We designed a multitissue comparative study of gene expression and DNA methylation in primates that minimizes confounding effects by using a balanced design with respect to species, tissues, and individuals. We also developed a comparative analysis pipeline that minimizes biases attributable to sequence divergence. Thus, we present the most comprehensive catalog of similarities and differences in gene expression and DNA methylation levels between livers, kidneys, hearts, and lungs, in humans, chimpanzees, and rhesus macaques. We estimate that overall, interspecies and inter-tissue differences in gene expression levels can only modestly be accounted for by corresponding differences in promoter DNA methylation. However, the expression pattern of genes with conserved inter-tissue expression differences can be explained by corresponding interspecies methylation changes more often. Finally, we show that genes whose tissue-specific regulatory patterns are consistent with the action of natural selection are highly connected in both gene regulatory and protein-protein interaction networks.

Indexed as

GenomicsSelection, GeneticAnimalsDNA MethylationEpigenesis, GeneticGene ExpressionGene Expression ProfilingHumansMacaca mulattaPan troglodytesPromoter Regions, GeneticProtein Processing, Post-TranslationalSpecies Specificity

Identifiers

PMID31953346
PMCPMC7050529
OpenAlexW3000247917

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.