Evidence map›Paper›PMID 34529725›Full record

ArticlePloS one2021

A comprehensive integrated post-GWAS analysis of Type 1 diabetes reveals enhancer-based immune dysregulation.

Seung-Soo Kim, Adam D Hudgins, Jiping Yang, Yizhou Zhu, Zhidong Tu, Michael G Rosenfeld, Teresa P DiLorenzo, Yousin Suh

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 1 pooled it
2.4field-weighted citation impact, top 11% 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

15 citing papers in PubMed, 1 synthesis or guideline pooled it, 23 citations in OpenAlex.

  1. Pooled it
  2. Frontiers in immunology · 2026
    Article
  3. Aberrant Enhancer Regulation, Phase Separation, and Autoimmune Diseases.Clinical reviews in allergy & immunology · 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

8 authors at 4 institutions in 1 country.

Seung-Soo KimDepartment of Obstetrics and Gynecology, Columbia University Irving Medical Center, New York, New York, United States of America.ORCID 0000-0002-6602-633X
Adam D HudginsDepartment of Obstetrics and Gynecology, Columbia University Irving Medical Center, New York, New York, United States of America.
Jiping YangDepartment of Obstetrics and Gynecology, Columbia University Irving Medical Center, New York, New York, United States of America.
Yizhou ZhuDepartment of Obstetrics and Gynecology, Columbia University Irving Medical Center, New York, New York, United States of America.
Zhidong TuDepartment of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America.
Michael G RosenfeldHoward Hughes Medical Institute, Department of Medicine, University of California, San Diego, La Jolla, California, United States of America.
Teresa P DiLorenzoDepartment of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, New York, United States of America.
Yousin SuhDepartment of Obstetrics and Gynecology, Columbia University Irving Medical Center, New York, New York, United States of America.
Columbia University Irving Medical Center · USAlbert Einstein College of Medicine · USHoward Hughes Medical Institute · USIcahn School of Medicine at Mount Sinai · US

Funding

THE IMPACT OF CELLULAR DEFENSE ON THE ROLE OF Ku80 IN GENOME MAINTENANCE AND LONGP01AG017242 · NIA · UNIVERSITY OF TEXAS HLTH SCI CTR SAN ANT · PI VIJG, JAN · 1999 to 2023
$46.1M
Stable Isotope and Metabolomics CoreP60DK020541 · NIDDK · YESHIVA UNIVERSITY · PI PESSIN, JEFFREY E. · 1986 to 2014
$29.8M
Translational Research CoreP30DK020541 · NIDDK · ALBERT EINSTEIN COLLEGE OF MEDICINE, INC · PI STREAMSON C CHUA · 2015 to 2026
$27.7M
Validation and characterization of the identified variants associated with human longevity in mouse modelsU19AG056278 · NIA · ALBERT EINSTEIN COLLEGE OF MEDICINE, INC · PI NIR J BARZILAI, Paul D. Robbins · 2017 to 2026
$24.5M
Combinatorial Actions of Genetic Variants and Gender Bias of Alzherimer's DiseaseR01AG057706 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI GAGE, FRED H, GLASS, CHRISTOPHER K · 2017 to 2021
$8.1M
Enhancer-based Immune and Beta Cell Dysregulation Underlying T1D RiskR01DK127778 · NIDDK · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI EGLI, DIETER MEINRAD, ROSENFELD, MICHAEL G · 2020 to 2023
$4.5M
Systems Modeling of Alzheimers Disease in C. elegansRF1AG057341 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI MURPHY, COLEEN TARA, SUH, YOUSIN · 2017 to 2017
$3.7M
A stress-induced promoter pause release program in cardiomyocytes protecting against myocardial infarctionR01HL150521 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ROSENFELD, MICHAEL G · 2020 to 2023
$2.7M
Human tissue specific age-related gene expression changes, their genetic regulations and the link to human diseasesR01AG055501 · NIA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI TU, ZHIDONG · 2018 to 2022
$2.2M
From in vivo to in vitro heterochronic parabiosis to identify geronic factorsR01AG057433 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI RANDO, THOMAS A., SUH, YOUSIN · 2017 to 2020
$2.1M
The Aging vs Disease Trajectory Trees of CNS Cell Types Based on Simultaneous Single Nuclear Global Genomic AnalysesR01AG061521 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ROSENFELD, MICHAEL G, SUH, YOUSIN · 2019 to 2021
$2.1M
Regulatory Landscape of the Aging Human OvaryR01AG069750 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI ROSENFELD, MICHAEL G, SUH, YOUSIN · 2020 to 2024
$1.7M
NHLBI NIH HHS R01 HL150521NIA NIH HHS P01 AG017242NIA NIH HHS R01 AG055501NIA NIH HHS R01 AG057433NIA NIH HHS R01 AG057706NIA NIH HHS R01 AG061521NIA NIH HHS R01 AG069750NIA NIH HHS RF1 AG057341NIA NIH HHS U19 AG056278NIDDK NIH HHS P30 DK020541NIDDK NIH HHS R01 DK127778
6 · The paper itself

Abstract

Type 1 diabetes (T1D) is an organ-specific autoimmune disease, whereby immune cell-mediated killing leads to loss of the insulin-producing β cells in the pancreas. Genome-wide association studies (GWAS) have identified over 200 genetic variants associated with risk for T1D. The majority of the GWAS risk variants reside in the non-coding regions of the genome, suggesting that gene regulatory changes substantially contribute to T1D. However, identification of causal regulatory variants associated with T1D risk and their affected genes is challenging due to incomplete knowledge of non-coding regulatory elements and the cellular states and processes in which they function. Here, we performed a comprehensive integrated post-GWAS analysis of T1D to identify functional regulatory variants in enhancers and their cognate target genes. Starting with 1,817 candidate T1D SNPs defined from the GWAS catalog and LDlink databases, we conducted functional annotation analysis using genomic data from various public databases. These include 1) Roadmap Epigenomics, ENCODE, and RegulomeDB for epigenome data; 2) GTEx for tissue-specific gene expression and expression quantitative trait loci data; and 3) lncRNASNP2 for long non-coding RNA data. Our results indicated a prevalent enhancer-based immune dysregulation in T1D pathogenesis. We identified 26 high-probability causal enhancer SNPs associated with T1D, and 64 predicted target genes. The majority of the target genes play major roles in antigen presentation and immune response and are regulated through complex transcriptional regulatory circuits, including those in HLA (6p21) and non-HLA (16p11.2) loci. These candidate causal enhancer SNPs are supported by strong evidence and warrant functional follow-up studies.

Indexed as

Antigen PresentationCD4-Positive T-LymphocytesCD8-Positive T-LymphocytesCluster AnalysisDiabetes Mellitus, Type 1Enhancer Elements, GeneticEpigenomeEpigenomicsGene Expression ProfilingGenetic Predisposition to DiseaseGenetic VariationGenomeGenome-Wide Association StudyGenomicsHumansImmune SystemRNA, Long Noncoding

Identifiers

PMID34529725
PMCPMC8445446
OpenAlexW3199524463

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.