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Human Genetics in Rheumatoid Arthritis Guides a High-Throughput Drug Screen of the CD40 Signaling Pathway

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...

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Autores principales: Li, Gang, Diogo, Dorothée, Wu, Di, Spoonamore, Jim, Dancik, Vlado, Franke, Lude, Kurreeman, Fina, Rossin, Elizabeth J., Duclos, Grant, Hartland, Cathy, Zhou, Xuezhong, Li, Kejie, Liu, Jun, De Jager, Philip L., Siminovitch, Katherine A., Zhernakova, Alexandra, Raychaudhuri, Soumya, Bowes, John, Eyre, Steve, Padyukov, Leonid, Gregersen, Peter K., Worthington, Jane, Gupta, Namrata, Clemons, Paul A., Stahl, Eli, Tolliday, Nicola, Plenge, Robert M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3656093/
https://www.ncbi.nlm.nih.gov/pubmed/23696745
http://dx.doi.org/10.1371/journal.pgen.1003487
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author Li, Gang
Diogo, Dorothée
Wu, Di
Spoonamore, Jim
Dancik, Vlado
Franke, Lude
Kurreeman, Fina
Rossin, Elizabeth J.
Duclos, Grant
Hartland, Cathy
Zhou, Xuezhong
Li, Kejie
Liu, Jun
De Jager, Philip L.
Siminovitch, Katherine A.
Zhernakova, Alexandra
Raychaudhuri, Soumya
Bowes, John
Eyre, Steve
Padyukov, Leonid
Gregersen, Peter K.
Worthington, Jane
Gupta, Namrata
Clemons, Paul A.
Stahl, Eli
Tolliday, Nicola
Plenge, Robert M.
author_facet Li, Gang
Diogo, Dorothée
Wu, Di
Spoonamore, Jim
Dancik, Vlado
Franke, Lude
Kurreeman, Fina
Rossin, Elizabeth J.
Duclos, Grant
Hartland, Cathy
Zhou, Xuezhong
Li, Kejie
Liu, Jun
De Jager, Philip L.
Siminovitch, Katherine A.
Zhernakova, Alexandra
Raychaudhuri, Soumya
Bowes, John
Eyre, Steve
Padyukov, Leonid
Gregersen, Peter K.
Worthington, Jane
Gupta, Namrata
Clemons, Paul A.
Stahl, Eli
Tolliday, Nicola
Plenge, Robert M.
author_sort Li, Gang
collection PubMed
description 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.
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spelling pubmed-36560932013-05-21 Human Genetics in Rheumatoid Arthritis Guides a High-Throughput Drug Screen of the CD40 Signaling Pathway Li, Gang Diogo, Dorothée Wu, Di Spoonamore, Jim Dancik, Vlado Franke, Lude Kurreeman, Fina Rossin, Elizabeth J. Duclos, Grant Hartland, Cathy Zhou, Xuezhong Li, Kejie Liu, Jun De Jager, Philip L. Siminovitch, Katherine A. Zhernakova, Alexandra Raychaudhuri, Soumya Bowes, John Eyre, Steve Padyukov, Leonid Gregersen, Peter K. Worthington, Jane Gupta, Namrata Clemons, Paul A. Stahl, Eli Tolliday, Nicola Plenge, Robert M. PLoS Genet Research Article 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. Public Library of Science 2013-05-16 /pmc/articles/PMC3656093/ /pubmed/23696745 http://dx.doi.org/10.1371/journal.pgen.1003487 Text en © 2013 Li et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Li, Gang
Diogo, Dorothée
Wu, Di
Spoonamore, Jim
Dancik, Vlado
Franke, Lude
Kurreeman, Fina
Rossin, Elizabeth J.
Duclos, Grant
Hartland, Cathy
Zhou, Xuezhong
Li, Kejie
Liu, Jun
De Jager, Philip L.
Siminovitch, Katherine A.
Zhernakova, Alexandra
Raychaudhuri, Soumya
Bowes, John
Eyre, Steve
Padyukov, Leonid
Gregersen, Peter K.
Worthington, Jane
Gupta, Namrata
Clemons, Paul A.
Stahl, Eli
Tolliday, Nicola
Plenge, Robert M.
Human Genetics in Rheumatoid Arthritis Guides a High-Throughput Drug Screen of the CD40 Signaling Pathway
title Human Genetics in Rheumatoid Arthritis Guides a High-Throughput Drug Screen of the CD40 Signaling Pathway
title_full Human Genetics in Rheumatoid Arthritis Guides a High-Throughput Drug Screen of the CD40 Signaling Pathway
title_fullStr Human Genetics in Rheumatoid Arthritis Guides a High-Throughput Drug Screen of the CD40 Signaling Pathway
title_full_unstemmed Human Genetics in Rheumatoid Arthritis Guides a High-Throughput Drug Screen of the CD40 Signaling Pathway
title_short Human Genetics in Rheumatoid Arthritis Guides a High-Throughput Drug Screen of the CD40 Signaling Pathway
title_sort human genetics in rheumatoid arthritis guides a high-throughput drug screen of the cd40 signaling pathway
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3656093/
https://www.ncbi.nlm.nih.gov/pubmed/23696745
http://dx.doi.org/10.1371/journal.pgen.1003487
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