Evidence map›Paper›PMID 36444934›Full record

ArticleHuman molecular genetics2023

Whole-exome sequencing study identifies four novel gene loci associated with diabetic kidney disease.

Yang Pan, Xiao Sun, Xuenan Mi, Zhijie Huang, Yenchih Hsu, James E Hixson, Donna Munzy, Ginger Metcalf, Nora Franceschini, Adrienne Tin and 43 more

Open access · greenAbstract read
In one paragraph

Article in Human molecular genetics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
2.4field-weighted citation impact, top 10% 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

9 citing papers in PubMed, 14 citations in OpenAlex.

  1. Article
  2. Exome-Wide Analysis Identifies a RareKidney international reports · 2026
    Article
  3. Review
  4. Article
  5. Review
  6. Article
  7. Integrated multiomic analyses: An approach to improve understanding of diabetic kidney disease.Diabetic medicine : a journal of the British Diabetic Association · 2025
    Review
  8. Article
  9. Review
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

53 authors at 20 institutions in 2 countries.

Yang PanDivision of Nephrology, Department of Medicine, College of Medicine, University of Illinois at Chicago, Chicago, IL 60612, USA.ORCID 0000-0003-3487-7233
Xiao SunDepartment of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA 70112, USA.
Xuenan MiDepartment of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA 70112, USA.
Zhijie HuangDepartment of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA 70112, USA.
Yenchih HsuCenter for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA.
James E HixsonHuman Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
Donna MunzyHuman Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA.
Ginger MetcalfHuman Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA.
Nora FranceschiniEpidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27516, USA.
Adrienne TinUniversity of Mississippi Medical Center, Jackson, MS 39216, USA.ORCID 0000-0002-4207-5866
Anna KöttgenInstitute of Genetic Epidemiology, Faculty of Medicine and Medical Center - University of Freiburg, Freiburg 79106, Germany.
Michael FrancisInstitute of Bioinformatics, University of Georgia, Athens, GA 30602, USA.
NHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium TOPMed Kidney Function Working Group
Jennifer A BrodyCardiovascular Health Research Unit, Departments of Medicine, University of Washington, Seattle, WA 98195, USA.
Bryan KestenbaumUniversity of Washington, Department of Medicine, Division of Nephrology, Kidney Research Institute, Seattle, WA 98195, USA.
Colleen M SitlaniCardiovascular Health Research Unit, Departments of Medicine, University of Washington, Seattle, WA 98195, USA.ORCID 0000-0001-7656-7482
Josyf C MychaleckyjCenter for Public Health Genomics, University of Virginia, Charlottesville, Charlottesville, VA 22903, USA.ORCID 0000-0003-2595-0005
Holly KramerDepartment of Public Health Sciences, Loyola University Chicago, Maywood, IL 60153, USA.
Leslie A LangeDivision of Biomedical Informatics and Personalized Medicine, School of Medicine, University of Colorado Denver, Aurora, CO 80045, USA.
Xiuqing GuoThe Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Centre, Torrance, CA 90502, USA.
Shih-Jen HwangFramingham Heart Study, Framingham, MA 01702, USA.
Marguerite R IrvinDepartment of Epidemiology, University of Alabama at Birmingham School of Public Health, Birmingham, AL 35233, USA.
Jennifer A SmithDepartment of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA.
Lisa R YanekDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.
Dhananjay VaidyaDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.
Yii-Der Ida ChenThe Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Centre, Torrance, CA 90502, USA.
Myriam FornageHuman Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
Donald M Lloyd-JonesDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
Lifang HouDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
Rasika A MathiasDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.
Braxton D MitchellDepartment of Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA.
Patricia A PeyserDepartment of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA.
Sharon L R KardiaDepartment of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA.
Donna K ArnettDepartment of Epidemiology, University of Kentucky, Lexington, KY 40506, USA.
Adolfo CorreaUniversity of Mississippi Medical Center, Jackson, MS 39216, USA.
Laura M RaffieldDepartment of Genetics, University of North Carolina, Chapel Hill, NC 27516, USA.
Ramachandran S VasanFramingham Heart Study, Framingham, MA 01702, USA.
L Adrienne CuppleFramingham Heart Study, Framingham, MA 01702, USA.
Daniel LevyFramingham Heart Study, Framingham, MA 01702, USA.
Robert C KaplanDepartment of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Kari E NorthEpidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27516, USA.
Jerome I RotterThe Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Centre, Torrance, CA 90502, USA.
Charles KooperbergDivision of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA.
Alexander P ReinerDivision of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA.
Bruce M PsatyCardiovascular Health Research Unit, Departments of Medicine, University of Washington, Seattle, WA 98195, USA.
Russell P TracyDepartments of Pathology & Laboratory Medicine and Biochemistry, Larner College of Medicine, University of Vermont, Burlington, VT 05405, USA.
Richard A GibbsHuman Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA.
Alanna C MorrisonHuman Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
Harold FeldmanCenter for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA.
Eric BoerwinkleHuman Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
Jiang HeDepartment of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA 70112, USA.
Tanika N KellyDivision of Nephrology, Department of Medicine, College of Medicine, University of Illinois at Chicago, Chicago, IL 60612, USA.
CRIC Study Investigators
University of Washington · USBaylor College of Medicine · USBoston University · USJohns Hopkins University · USTulane University · USUCLA Medical Center · USUniversity of Michigan · USUniversity of North Carolina at Chapel Hill · USJackson Memorial Hospital · USNorthwestern University · USThe University of Texas Health Science Center at Houston · USUniversity of Illinois Chicago · USUniversity of Pennsylvania · USAlabama Department of Public Health · USAlbert Einstein College of Medicine · USBrown Foundation · USChicago Department of Public Health · USFred Hutch Cancer Center · USUniversity of Colorado Denver · USUniversity of Georgia · US

Funding

Framingham Project/LevyZIAHL006001 · NHLBI · NATIONAL HEART, LUNG, AND BLOOD INSTITUTE · PI LEVY, DANIEL · 2009 to 2025
$51.1M
UNC-CH CENTER FOR ENVIRONMENTAL HEALTH &SUSCEPTIBILITYP30ES010126 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Hazel B Nichols · 2001 to 2026
$36.3M
Continuation of the Coordinating Center for the Chronic Renal Insufficiency Cohort (CRIC) StudyU24DK060990 · NIDDK · UNIVERSITY OF PENNSYLVANIA · PI Amanda Hyre Anderson, Laura M Dember · 2018 to 2026
$21.5M
North Carolina Translational and Clinical Science Institute (NC TraCS) KL2KL2TR002490 · NCATS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI WEINBERGER, MORRIS · 2018 to 2022
$11.0M
CHARGE Consortium: Omics Discovery for CVD and Aging PhenotypesR01HL105756 · NHLBI · UNIVERSITY OF WASHINGTON · PI Bruce M Psaty, NICHOLAS L SMITH · 2011 to 2026
$9.5M
Leveraging ancestry to map kidney lociR01MD012765 · NIMHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI FRANCESCHINI, NORA · 2017 to 2021
$3.6M
Genetics of kidney disease in diverse populationsR01DK117445 · NIDDK · UNIV OF NORTH CAROLINA CHAPEL HILL · PI FRANCESCHINI, NORA · 2018 to 2022
$2.7M
Urinary Incontinence Epidemiology and Care SeekingR01DK105050 · NIDDK · BRIGHAM AND WOMEN'S HOSPITAL · PI GRODSTEIN, FRANCINE · 2016 to 2018
$1.3M
NCATS NIH HHS KL2 TR002490NHLBI NIH HHS R01 HL105756NIDDK NIH HHS R01 DK105050NIDDK NIH HHS R01 DK117445NIDDK NIH HHS U24 DK060990NIEHS NIH HHS P30 ES010126NIH HHS KL2TR002490NIMHD NIH HHS R01 MD012765
6 · The paper itself

Abstract

Diabetic kidney disease (DKD) is recognized as an important public health challenge. However, its genomic mechanisms are poorly understood. To identify rare variants for DKD, we conducted a whole-exome sequencing (WES) study leveraging large cohorts well-phenotyped for chronic kidney disease and diabetes. Our two-stage WES study included 4372 European and African ancestry participants from the Chronic Renal Insufficiency Cohort and Atherosclerosis Risk in Communities studies (stage 1) and 11 487 multi-ancestry Trans-Omics for Precision Medicine participants (stage 2). Generalized linear mixed models, which accounted for genetic relatedness and adjusted for age, sex and ancestry, were used to test associations between single variants and DKD. Gene-based aggregate rare variant analyses were conducted using an optimized sequence kernel association test implemented within our mixed model framework. We identified four novel exome-wide significant DKD-related loci through initiating diabetes. In single-variant analyses, participants carrying a rare, in-frame insertion in the DIS3L2 gene (rs141560952) exhibited a 193-fold increased odds [95% confidence interval (CI): 33.6, 1105] of DKD compared with noncarriers (P = 3.59 × 10-9). Likewise, each copy of a low-frequency KRT6B splice-site variant (rs425827) conferred a 5.31-fold higher odds (95% CI: 3.06, 9.21) of DKD (P = 2.72 × 10-9). Aggregate gene-based analyses further identified ERAP2 (P = 4.03 × 10-8) and NPEPPS (P = 1.51 × 10-7), which are both expressed in the kidney and implicated in renin-angiotensin-aldosterone system modulated immune response. In the largest WES study of DKD, we identified novel rare variant loci attaining exome-wide significance. These findings provide new insights into the molecular mechanisms underlying DKD.

Indexed as

Diabetes MellitusDiabetic NephropathiesRenal Insufficiency, ChronicAminopeptidasesExome SequencingHumansKidneyAminopeptidasesERAP2 protein, human

Identifiers

PMID36444934
PMCPMC9990994
OpenAlexW4310362045

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