Evidence map›Paper›PMID 36163279›Full record

ArticleNature genetics2022

Population-level variation in enhancer expression identifies disease mechanisms in the human brain.

Pengfei Dong, Gabriel E Hoffman, Pasha Apontes, Jaroslav Bendl, Samir Rahman, Michael B Fernando, Biao Zeng, James M Vicari, Wen Zhang, Kiran Girdhar and 8 more

Open access · greenAbstract read
In one paragraph

Article in Nature genetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed, 1 pooled it
5.6field-weighted citation impact, top 3% 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

35 citing papers in PubMed, 1 synthesis or guideline pooled it, 50 citations in OpenAlex.

  1. Pooled it
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  10. Enhancer regulation in cancer: from epigenetics to mArchives of pharmacal research · 2025
    Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

18 authors at 10 institutions in 2 countries.

Pengfei DongCenter for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0003-3735-5158
Gabriel E HoffmanCenter for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0002-0957-0224
Pasha ApontesFriedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Jaroslav BendlCenter for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0001-9989-2720
Samir RahmanCenter for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Michael B FernandoFriedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0002-4620-8048
Biao ZengCenter for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
James M VicariCenter for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0002-4633-9961
Wen ZhangFriedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Kiran GirdharCenter for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0002-5622-042X
Kayla G TownsleyFriedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0003-4706-5752
Ruth MisirFriedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
CommonMind Consortium
Kristen J BrennandFriedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0003-0993-5956
Vahram HaroutunianFriedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0001-5860-2512
Georgios VoloudakisCenter for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0002-5729-632X
John F FullardCenter for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0001-9874-2907
Panos RoussosCenter for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA. panagiotis.roussos@mssm.edu.ORCID http://orcid.org/0000-0002-4640-6239
Icahn School of Medicine at Mount Sinai · USAllen Institute for Brain Science · USUniversity of Pittsburgh · USSage Bionetworks · USUniversity of Trento · ITVanderbilt University Medical Center · USMcLean Hospital · USNathan Kline Institute for Psychiatric Research · USSidney Kimmel Cancer Center · USUniversity of Pennsylvania · US

Funding

Procurement and Characterization of Postmortem Brain TissueZICMH002903 · NIMH · NATIONAL INSTITUTE OF MENTAL HEALTH · PI MARENCO, STEFANO · 2009 to 2025
$56.0M
VESICULAR LOCALIZATION AND FUNCTION OF PRESENILIN 1 FRAGMENTP50AG005138 · NIA · MOUNT SINAI SCHOOL OF MEDICINE OF NYU · PI SCHIMMING, CORBETT · 1985 to 2019
$37.9M
Research Education ComponentP30AG066514 · NIA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI NIKOLAOS K ROBAKIS · 2020 to 2026
$31.0M
QUANTITATIVE ANALYSIS OF MICROVASCULAR CHANGES IN THE AGING BRAINP01AG002219 · NIA · MOUNT SINAI SCHOOL OF MEDICINE OF NYU · PI HAROUTUNIAN, VAHRAM · 1985 to 2009
$19.2M
White Matter Abnormalities in SchizophreniaP50MH066392 · NIMH · MOUNT SINAI SCHOOL OF MEDICINE OF NYU · PI BUXBAUM, JOSEPH D. · 2002 to 2012
$18.6M
Understanding the molecular mechanisms that contribute to neuropsychiatric symptoms in Alzheimer DiseaseR01AG067025 · NIA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI FINKBEINER, STEVEN M, HAROUTUNIAN, VAHRAM · 2019 to 2023
$11.8M
Project 5: In vivo measurement of GABA transmission in healthy controls & subjectP50MH084053 · NIMH · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI LEWIS, DAVID A · 2008 to 2012
$11.5M
Higher Order Chromatin and Genetic Risk for Alzheimer's DiseaseR01AG050986 · NIA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI ROUSSOS, PANAGIOTIS · 2015 to 2025
$11.2M
International Cohort Collection for Bipolar DisorderR01MH085542 · NIMH · MASSACHUSETTS GENERAL HOSPITAL · PI SMOLLER, JORDAN W · 2008 to 2012
$10.7M
Understanding the protective and neuroinflammatory role of human brain immune cells in Alzheimer DiseaseR01AG065582 · NIA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI HAROUTUNIAN, VAHRAM, ROUSSOS, PANAGIOTIS · 2020 to 2024
$9.9M
Cis-Regulatory Epigenome Mappings in SchizophreniaU01MH103392 · NIMH · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI AKBARIAN, SCHAHRAM, SKLAR, PAMELA · 2014 to 2017
$7.6M
Molecular Profiling of SchizophreniaR01MH110921 · NIMH · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI CHESS, ANDREW J, ROUSSOS, PANAGIOTIS · 2016 to 2020
$6.9M
BLRD VA I01 BX002395Intramural NIH HHS Z01 MH002903Intramural NIH HHS ZIC MH002903NIA NIH HHS P01 AG002219NIA NIH HHS P30 AG066514NIA NIH HHS P50 AG005138NIA NIH HHS R01 AG050986NIA NIH HHS R01 AG065582NIA NIH HHS R01 AG067025NIA NIH HHS T32 AG049688NIDA NIH HHS HHSN271201300031CNIGMS NIH HHS T32 GM062754NIH HHS S10 OD026880NIH HHS S10 OD030463NIMH NIH HHS P50 MH066392NIMH NIH HHS P50 MH084053NIMH NIH HHS R01 MH080405NIMH NIH HHS R01 MH085542NIMH NIH HHS R01 MH093725NIMH NIH HHS R01 MH097276NIMH NIH HHS R01 MH106056NIMH NIH HHS R01 MH109677NIMH NIH HHS R01 MH109897NIMH NIH HHS R01 MH110921NIMH NIH HHS R01 MH121074NIMH NIH HHS R01 MH125246NIMH NIH HHS R37 MH057881NIMH NIH HHS U01 MH103392NIMH NIH HHS U01 MH116442
6 · The paper itself

Abstract

Identification of risk variants for neuropsychiatric diseases within enhancers underscores the importance of understanding population-level variation in enhancer function in the human brain. Besides regulating tissue-specific and cell-type-specific transcription of target genes, enhancers themselves can be transcribed. By jointly analyzing large-scale cell-type-specific transcriptome and regulome data, we cataloged 30,795 neuronal and 23,265 non-neuronal candidate transcribed enhancers. Examination of the transcriptome in 1,382 brain samples identified robust expression of transcribed enhancers. We explored gene-enhancer coordination and found that enhancer-linked genes are strongly implicated in neuropsychiatric disease. We identified expression quantitative trait loci (eQTLs) for both genes and enhancers and found that enhancer eQTLs mediate a substantial fraction of neuropsychiatric trait heritability. Inclusion of enhancer eQTLs in transcriptome-wide association studies enhanced functional interpretation of disease loci. Overall, our study characterizes the gene-enhancer regulome and genetic mechanisms in the human cortex in both healthy and diseased states.

Indexed as

Genome-Wide Association StudyQuantitative Trait LociBrainEnhancer Elements, GeneticHumansRegulatory Sequences, Nucleic AcidTranscriptome

Identifiers

PMID36163279
PMCPMC9547946
OpenAlexW4297242385

What OpenQuestion holds

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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.