Evidence map›Paper›PMID 23696745›Full record

ArticlePLoS genetics2013

Human genetics in rheumatoid arthritis guides a high-throughput drug screen of the CD40 signaling pathway.

Gang Li, Dorothée Diogo, Di Wu, Jim Spoonamore, Vlado Dancik, Lude Franke, Fina Kurreeman, Elizabeth J Rossin, Grant Duclos, Cathy Hartland and 18 more

Open access · goldAbstract read
In one paragraph

Article in PLoS genetics, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed, 1 pooled it
6.6field-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

30 citing papers in PubMed, 1 synthesis or guideline pooled it, 56 citations in OpenAlex.

  1. Pooled it
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  17. Cardiovascular disease in patients with rheumatoid arthritis.Trends in cardiovascular medicine · 2017
    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

28 authors at 11 institutions in 6 countries.

Gang LiDivision of Rheumatology, Immunology, and Allergy and Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Dorothée Diogo
Di Wu
Jim Spoonamore
Vlado Dancik
Lude Franke
Fina Kurreeman
Elizabeth J Rossin
Grant Duclos
Cathy Hartland
Xuezhong Zhou
Kejie Li
Jun Liu
Philip L De Jager
Katherine A Siminovitch
Alexandra Zhernakova
Soumya Raychaudhuri
John Bowes
Steve Eyre
Leonid Padyukov
Peter K Gregersen
Jane Worthington
Rheumatoid Arthritis Consortium International (RACI)
Namrata Gupta
Paul A Clemons
Eli Stahl
Nicola Tolliday
Robert M Plenge
Broad Institute · USHarvard University · USBrigham and Women's Hospital · USManchester Academic Health Science Centre · GBBeijing Jiaotong University · CNFeinstein Institute for Medical Research · USKarolinska Institutet · SEMount Sinai Hospital · CAUniversity Medical Center Groningen · NLUniversity of Groningen · NLUniversity of Manchester · GB

Funding

Medical Scientist Training ProgramT32GM007753 · NIGMS · HARVARD UNIVERSITY (MEDICAL SCHOOL) · PI WALENSKY, LOREN DAVID · 1985 to 2021
$50.0M
Informatics for Integrating Biology/ the Bedside (RMI)U54LM008748 · NLM · BRIGHAM AND WOMEN'S HOSPITAL · PI KOHANE, ISAAC S. · 2004 to 2013
$39.0M
Genetic predictors of response to anti-TNF therapy in rheumatoid arthritisU01GM092691 · NIGMS · BRIGHAM AND WOMEN'S HOSPITAL · PI BRENNER, MICHAEL B., RAYCHAUDHURI, SOUMYA · 2010 to 2014
$7.5M
Gene Expression and Regulatory Networks in Human LeukocytesRC2GM093080 · NIGMS · HARVARD MEDICAL SCHOOL · PI BENOIST, CHRISTOPHE O., MATHIS, DIANE J · 2009 to 2010
$7.3M
Dissection of two rheumatoid arthritis risk loci from genome-wide studiesR01AR056768 · NIAMS · BRIGHAM AND WOMEN'S HOSPITAL · PI BRENNER, MICHAEL B. · 2009 to 2013
$1.9M
Linking disease-associated variants to transcriptional regulation using ENCODEU01HG007033 · NHGRI · SLOAN-KETTERING INST CAN RESEARCH · PI KLEIN, ROBERT J. · 2012 to 2015
$1.9M
Meta-analysis of GWAS data to identify novel rheumatoid arthritis risk lociR01AR057108 · NIAMS · BRIGHAM AND WOMEN'S HOSPITAL · PI PLENGE, ROBERT M · 2009 to 2010
$557k
Deep Re-Sequencing of Rheumatoid Arthritis Risk LociR01AR059648 · NIAMS · BROAD INSTITUTE, INC. · PI PLENGE, ROBERT M · 2010 to 2011
$493k
Arthritis Research UK 17552NHGRI NIH HHS U01 HG007033NIAMS NIH HHS R01 AR056768NIAMS NIH HHS R01-AR056768NIAMS NIH HHS R01 AR057108NIAMS NIH HHS R01-AR057108NIAMS NIH HHS R01 AR059648NIAMS NIH HHS R01-AR059648NIGMS NIH HHS RC2 GM093080NIGMS NIH HHS RC2-GM093080NIGMS NIH HHS T32 GM007753NIGMS NIH HHS U01 GM092691NIGMS NIH HHS U01-GM092691NLM NIH HHS U54 LM008748NLM NIH HHS U54-LM008748
6 · The paper itself

Abstract

Although genetic and non-genetic studies in mouse and human implicate the CD40 pathway in rheumatoid arthritis (RA), there are no approved drugs that inhibit CD40 signaling for clinical care in RA or any other disease. Here, we sought to understand the biological consequences of a CD40 risk variant in RA discovered by a previous genome-wide association study (GWAS) and to perform a high-throughput drug screen for modulators of CD40 signaling based on human genetic findings. First, we fine-map the CD40 risk locus in 7,222 seropositive RA patients and 15,870 controls, together with deep sequencing of CD40 coding exons in 500 RA cases and 650 controls, to identify a single SNP that explains the entire signal of association (rs4810485, P = 1.4×10(-9)). Second, we demonstrate that subjects homozygous for the RA risk allele have ∼33% more CD40 on the surface of primary human CD19+ B lymphocytes than subjects homozygous for the non-risk allele (P = 10(-9)), a finding corroborated by expression quantitative trait loci (eQTL) analysis in peripheral blood mononuclear cells from 1,469 healthy control individuals. Third, we use retroviral shRNA infection to perturb the amount of CD40 on the surface of a human B lymphocyte cell line (BL2) and observe a direct correlation between amount of CD40 protein and phosphorylation of RelA (p65), a subunit of the NF-κB transcription factor. Finally, we develop a high-throughput NF-κB luciferase reporter assay in BL2 cells activated with trimerized CD40 ligand (tCD40L) and conduct an HTS of 1,982 chemical compounds and FDA-approved drugs. After a series of counter-screens and testing in primary human CD19+ B cells, we identify 2 novel chemical inhibitors not previously implicated in inflammation or CD40-mediated NF-κB signaling. Our study demonstrates proof-of-concept that human genetics can be used to guide the development of phenotype-based, high-throughput small-molecule screens to identify potential novel therapies in complex traits such as RA.

Indexed as

Drug Evaluation, PreclinicalAllelesAnimalsAntigens, CD19Arthritis, RheumatoidB-LymphocytesCD40 AntigensGenetic Predisposition to DiseaseGenome-Wide Association StudyHigh-Throughput Screening AssaysHumansMiceNF-kappa BQuantitative Trait LociSignal TransductionSmall Molecule LibrariesAntigens, CD19CD40 AntigensNF-kappa BSmall Molecule Libraries

Identifiers

PMID23696745
PMCPMC3656093
OpenAlexW2126152921

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.