Evidence map›Paper›PMID 29022598›Full record

ArticleNature2017

Landscape of X chromosome inactivation across human tissues.

Taru Tukiainen, Alexandra-Chloé Villani, Angela Yen, Manuel A Rivas, Jamie L Marshall, Rahul Satija, Matt Aguirre, Laura Gauthier, Mark Fleharty, Andrew Kirby and 27 more

Erratum issuedOpen access · hybridAbstract read
In one paragraph

Article in Nature, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 672 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
672citing papers in PubMed, 1 pooled it
61.9field-weighted citation impact, top 1% of its field
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

672 citing papers in PubMed, 1 synthesis or guideline pooled it, 1,189 citations in OpenAlex.

  1. Sex-biased Gene Expression Underlies Immune Dysfunction in Asthma.American journal of respiratory cell and molecular biology · 2025
    Pooled it
  2. Review
  3. Article
  4. Article
  5. Article
  6. Review
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Innate immunity: current understandings and future perspectives.Signal transduction and targeted therapy · 2026
    Review
  13. Article
  14. Review
  15. Article
  16. Article
  17. Review
  18. Age-related erosion of X chromosome inactivation in human tissues.bioRxiv : the preprint server for biology · 2026
    Article
  19. Article
  20. Article

612 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

37 authors at 4 institutions in 1 country.

Taru TukiainenAnalytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.
Alexandra-Chloé VillaniBroad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA.
Angela YenBroad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA.
Manuel A RivasAnalytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.
Jamie L MarshallAnalytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.
Rahul SatijaBroad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA.
Matt AguirreAnalytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.
Laura GauthierAnalytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.
Mark FlehartyBroad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA.
Andrew KirbyAnalytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.
Beryl B CummingsAnalytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.
Stephane E CastelNew York Genome Center, New York, New York 10013, USA.
Konrad J KarczewskiAnalytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.
François AguetBroad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA.
Andrea ByrnesAnalytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.
GTEx Consortium
Laboratory, Data Analysis &Coordinating Center (LDACC)—Analysis Working Group
Statistical Methods groups—Analysis Working Group
Enhancing GTEx (eGTEx) groups
NIH Common Fund
NIH/NCI
NIH/NHGRI
NIH/NIMH
NIH/NIDA
Biospecimen Collection Source Site—NDRI
Biospecimen Collection Source Site—RPCI
Biospecimen Core Resource—VARI
Brain Bank Repository—University of Miami Brain Endowment Bank
Leidos Biomedical—Project Management
ELSI Study
Genome Browser Data Integration &Visualization—EBI
Genome Browser Data Integration &Visualization—UCSC Genomics Institute, University of California Santa Cruz
Tuuli LappalainenNew York Genome Center, New York, New York 10013, USA.
Aviv RegevBroad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA.
Kristin G ArdlieBroad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA.
Nir HacohenBroad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA.
Daniel G MacArthurAnalytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.
Broad Institute · USMassachusetts General Hospital · USNew York Genome Center · USMassachusetts Institute of Technology · US

Funding

Pilot & Feasibility ProgramP30DK043351 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI RAYMOND T CHUNG · 1991 to 2026
$35.3M
INSTITUTIONAL TRAINING GRANT IN GENOME SCIENCET32HG000044 · NHGRI · STANFORD UNIVERSITY · PI MICHAEL P. SNYDER · 1995 to 2026
$32.2M
POSTDOCTORAL TRAINING IN MEDICAL INFORMATION SCIENCEST15LM007033 · NLM · STANFORD UNIVERSITY · PI SYLVIA KATINA PLEVRITIS · 1985 to 2026
$25.5M
Computational resources for genomic interpretation of type 2 diabetesU54DK105566 · NIDDK · BROAD INSTITUTE, INC. · PI MACARTHUR, DANIEL G, NEALE, BENJAMIN MICHAEL · 2014 to 2017
$8.6M
LIMBIC &MEDULLARY MECH. IN COCAINE-RELATED SUDDEN DEATHR01DA006227 · NIDA · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI MASH, DEBORAH C. · 1990 to 2012
$3.7M
Epigenetic Marks of Cocaine AddictionR01DA033684 · NIDA · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI MASH, DEBORAH C., TURECKI, GUSTAVO · 2011 to 2015
$3.6M
Epigenomic variation atlas across human tissues and individuals in GTExU01HG007610 · NHGRI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI KELLIS, MANOLIS · 2014 to 2016
$3.0M
Methods for high-resolution analysis of genetic effects on gene expressionR01MH101814 · NIMH · UNIVERSITY OF GENEVA · PI BUSTAMANTE, CARLOS DANIEL, DERMITZAKIS, EMMANOUIL · 2013 to 2016
$2.3M
Harnessing GTEx to Create Transcriptome Knowledge and Inform Disease BiologyR01MH101820 · NIMH · UNIVERSITY OF CHICAGO · PI COX, NANCY J, NICOLAE, DAN LIVIU · 2013 to 2015
$2.3M
Identification and validation of cell specific eQTLs by Bayesian modelingR01MH101822 · NIMH · UNIVERSITY OF PENNSYLVANIA · PI BROWN, CHRISTOPHER DAVID, ENGELHARDT, BARBARA · 2013 to 2016
$1.9M
Annotation and interpretation of loss-of-function polymorphisms in human genomesR01GM104371 · NIGMS · MASSACHUSETTS GENERAL HOSPITAL · PI MACARTHUR, DANIEL G · 2013 to 2016
$1.3M
Genetic Regulation of Gene Expression and its Impact on Phenotypes - SupplementR01MH101782 · NIMH · STANFORD UNIVERSITY · PI SABATTI, CHIARA · 2013 to 2016
$1.3M
CCR NIH HHS HHSN261200800001CNCI NIH HHS HHSN261200800001ENHGRI NIH HHS T32 HG000044NHGRI NIH HHS U01 HG007610NHLBI NIH HHS HHSN268201000029CNIDA NIH HHS R01 DA006227NIDA NIH HHS R01 DA033684NIDDK NIH HHS P30 DK043351NIDDK NIH HHS U54 DK105566NIGMS NIH HHS F32 GM115208NIGMS NIH HHS R01 GM104371NIMH NIH HHS R01 MH090936NIMH NIH HHS R01 MH090937NIMH NIH HHS R01 MH090941NIMH NIH HHS R01 MH090948NIMH NIH HHS R01 MH090951NIMH NIH HHS R01 MH101782NIMH NIH HHS R01 MH101810NIMH NIH HHS R01 MH101814NIMH NIH HHS R01 MH101819NIMH NIH HHS R01 MH101820NIMH NIH HHS R01 MH101822NIMH NIH HHS R01 MH101825NLM NIH HHS T15 LM007033
6 · The paper itself

Abstract

X chromosome inactivation (XCI) silences transcription from one of the two X chromosomes in female mammalian cells to balance expression dosage between XX females and XY males. XCI is, however, incomplete in humans: up to one-third of X-chromosomal genes are expressed from both the active and inactive X chromosomes (Xa and Xi, respectively) in female cells, with the degree of 'escape' from inactivation varying between genes and individuals. The extent to which XCI is shared between cells and tissues remains poorly characterized, as does the degree to which incomplete XCI manifests as detectable sex differences in gene expression and phenotypic traits. Here we describe a systematic survey of XCI, integrating over 5,500 transcriptomes from 449 individuals spanning 29 tissues from GTEx (v6p release) and 940 single-cell transcriptomes, combined with genomic sequence data. We show that XCI at 683 X-chromosomal genes is generally uniform across human tissues, but identify examples of heterogeneity between tissues, individuals and cells. We show that incomplete XCI affects at least 23% of X-chromosomal genes, identify seven genes that escape XCI with support from multiple lines of evidence and demonstrate that escape from XCI results in sex biases in gene expression, establishing incomplete XCI as a mechanism that is likely to introduce phenotypic diversity. Overall, this updated catalogue of XCI across human tissues helps to increase our understanding of the extent and impact of the incompleteness in the maintenance of XCI.

Indexed as

Single-Cell AnalysisChromosomes, Human, XFemaleGenes, X-LinkedGenome, HumanGenomicsHumansMaleOrgan SpecificityPhenotypeSequence Analysis, RNATranscriptomeX Chromosome Inactivation

Identifiers

PMID29022598
PMCPMC5685192
OpenAlexW2521741120

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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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.