A single nucleotide polymorphism genetic risk score to aid diagnosis of coeliac disease: a pilot study in clinical care

Summary Background Single nucleotide polymorphism–based genetic risk scores (GRS) model genetic risk as a continuum and can discriminate coeliac disease but have not been validated in clinic. Human leukocyte antigen (HLA) DQ gene testing is available in clinic but does not include non‐HLA attributed...

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Veröffentlicht in:Alimentary pharmacology & therapeutics 2020-10, Vol.52 (7), p.1165-1173
Hauptverfasser: Sharp, Seth A., Jones, Samuel E., Kimmitt, Robert A., Weedon, Michael N., Halpin, Anne M., Wood, Andrew R., Beaumont, Robin N., King, Seema, Heel, David A., Campbell, Patricia M., Hagopian, William A., Turner, Justine M., Oram, Richard A
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container_issue 7
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container_title Alimentary pharmacology & therapeutics
container_volume 52
creator Sharp, Seth A.
Jones, Samuel E.
Kimmitt, Robert A.
Weedon, Michael N.
Halpin, Anne M.
Wood, Andrew R.
Beaumont, Robin N.
King, Seema
Heel, David A.
Campbell, Patricia M.
Hagopian, William A.
Turner, Justine M.
Oram, Richard A
description Summary Background Single nucleotide polymorphism–based genetic risk scores (GRS) model genetic risk as a continuum and can discriminate coeliac disease but have not been validated in clinic. Human leukocyte antigen (HLA) DQ gene testing is available in clinic but does not include non‐HLA attributed risk and is limited by discrete risk stratification. Aims To accurately characterise both HLA and non‐HLA coeliac disease genetic risk as a single nucleotide polymorphism–based GRS and evaluate diagnostic utility. Methods We developed a 42 single nucleotide polymorphism coeliac disease GRS from a European case‐control study (12 041 cases vs 12 228 controls) using HLA‐DQ imputation and published genome‐wide association studies. We validated the GRS in UK Biobank (1237 cases) and developed direct genotyping assays. We tested the coeliac disease GRS in a pilot clinical cohort of 128 children presenting with suspected coeliac disease. Results The GRS was more discriminative of coeliac disease than HLA‐DQ stratification in UK Biobank (receiver operating characteristic area under the curve [ROC‐AUC] = 0.88 [95% CIs: 0.87‐0.89] vs 0.82 [95% CIs: 0.80‐0.83]). We demonstrated similar discrimination in the pilot clinical cohort (114 cases vs 40 controls, ROC‐AUC = 0.84 [95% CIs: 0.76‐0.91]). As a rule‐out test, no children with coeliac disease in the clinical cohort had a GRS below 38th population centile. Conclusions A single nucleotide polymorphism–based GRS may offer more effective and cost‐efficient testing of coeliac disease genetic risk in comparison to HLA‐DQ stratification. As a comparatively inexpensive test it could facilitate non‐invasive coeliac disease diagnosis but needs detailed assessment in the context of other diagnostic tests and against current diagnostic algorithms.
doi_str_mv 10.1111/apt.15826
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Human leukocyte antigen (HLA) DQ gene testing is available in clinic but does not include non‐HLA attributed risk and is limited by discrete risk stratification. Aims To accurately characterise both HLA and non‐HLA coeliac disease genetic risk as a single nucleotide polymorphism–based GRS and evaluate diagnostic utility. Methods We developed a 42 single nucleotide polymorphism coeliac disease GRS from a European case‐control study (12 041 cases vs 12 228 controls) using HLA‐DQ imputation and published genome‐wide association studies. We validated the GRS in UK Biobank (1237 cases) and developed direct genotyping assays. We tested the coeliac disease GRS in a pilot clinical cohort of 128 children presenting with suspected coeliac disease. Results The GRS was more discriminative of coeliac disease than HLA‐DQ stratification in UK Biobank (receiver operating characteristic area under the curve [ROC‐AUC] = 0.88 [95% CIs: 0.87‐0.89] vs 0.82 [95% CIs: 0.80‐0.83]). We demonstrated similar discrimination in the pilot clinical cohort (114 cases vs 40 controls, ROC‐AUC = 0.84 [95% CIs: 0.76‐0.91]). As a rule‐out test, no children with coeliac disease in the clinical cohort had a GRS below 38th population centile. Conclusions A single nucleotide polymorphism–based GRS may offer more effective and cost‐efficient testing of coeliac disease genetic risk in comparison to HLA‐DQ stratification. As a comparatively inexpensive test it could facilitate non‐invasive coeliac disease diagnosis but needs detailed assessment in the context of other diagnostic tests and against current diagnostic algorithms.</description><identifier>ISSN: 0269-2813</identifier><identifier>EISSN: 1365-2036</identifier><identifier>DOI: 10.1111/apt.15826</identifier><identifier>PMID: 32790217</identifier><language>eng</language><publisher>England: Wiley Subscription Services, Inc</publisher><subject>Biobanks ; Case-Control Studies ; Celiac disease ; Celiac Disease - diagnosis ; Celiac Disease - epidemiology ; Celiac Disease - genetics ; Children ; Diagnosis ; Gene polymorphism ; Genetic Predisposition to Disease ; Genome-wide association studies ; Genome-Wide Association Study ; Genomes ; Genotyping ; Health risk assessment ; Histocompatibility antigen HLA ; Humans ; Pilot Projects ; Polymorphism ; Polymorphism, Single Nucleotide ; Risk Factors ; Single-nucleotide polymorphism</subject><ispartof>Alimentary pharmacology &amp; therapeutics, 2020-10, Vol.52 (7), p.1165-1173</ispartof><rights>2020 The Authors. published by John Wiley &amp; Sons Ltd</rights><rights>2020 The Authors. Alimentary Pharmacology &amp; Therapeutics published by John Wiley &amp; Sons Ltd.</rights><rights>Copyright © 2020 John Wiley &amp; Sons Ltd</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4546-fe16eff17e08b9b0b0ba1318cf18cbb8f260e4c4503b71beb85e6f07daee8bca3</citedby><cites>FETCH-LOGICAL-c4546-fe16eff17e08b9b0b0ba1318cf18cbb8f260e4c4503b71beb85e6f07daee8bca3</cites><orcidid>0000-0002-6174-6135 ; 0000-0002-0607-9990 ; 0000-0003-1726-948X ; 0000-0003-0153-922X ; 0000-0003-3581-8980 ; 0000-0002-0637-2265 ; 0000-0003-0750-8248 ; 0000-0003-2979-0475</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fapt.15826$$EPDF$$P50$$Gwiley$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fapt.15826$$EHTML$$P50$$Gwiley$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,1411,1427,27901,27902,45550,45551,46384,46808</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32790217$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Sharp, Seth A.</creatorcontrib><creatorcontrib>Jones, Samuel E.</creatorcontrib><creatorcontrib>Kimmitt, Robert A.</creatorcontrib><creatorcontrib>Weedon, Michael N.</creatorcontrib><creatorcontrib>Halpin, Anne M.</creatorcontrib><creatorcontrib>Wood, Andrew R.</creatorcontrib><creatorcontrib>Beaumont, Robin N.</creatorcontrib><creatorcontrib>King, Seema</creatorcontrib><creatorcontrib>Heel, David A.</creatorcontrib><creatorcontrib>Campbell, Patricia M.</creatorcontrib><creatorcontrib>Hagopian, William A.</creatorcontrib><creatorcontrib>Turner, Justine M.</creatorcontrib><creatorcontrib>Oram, Richard A</creatorcontrib><title>A single nucleotide polymorphism genetic risk score to aid diagnosis of coeliac disease: a pilot study in clinical care</title><title>Alimentary pharmacology &amp; therapeutics</title><addtitle>Aliment Pharmacol Ther</addtitle><description>Summary Background Single nucleotide polymorphism–based genetic risk scores (GRS) model genetic risk as a continuum and can discriminate coeliac disease but have not been validated in clinic. Human leukocyte antigen (HLA) DQ gene testing is available in clinic but does not include non‐HLA attributed risk and is limited by discrete risk stratification. Aims To accurately characterise both HLA and non‐HLA coeliac disease genetic risk as a single nucleotide polymorphism–based GRS and evaluate diagnostic utility. Methods We developed a 42 single nucleotide polymorphism coeliac disease GRS from a European case‐control study (12 041 cases vs 12 228 controls) using HLA‐DQ imputation and published genome‐wide association studies. We validated the GRS in UK Biobank (1237 cases) and developed direct genotyping assays. We tested the coeliac disease GRS in a pilot clinical cohort of 128 children presenting with suspected coeliac disease. Results The GRS was more discriminative of coeliac disease than HLA‐DQ stratification in UK Biobank (receiver operating characteristic area under the curve [ROC‐AUC] = 0.88 [95% CIs: 0.87‐0.89] vs 0.82 [95% CIs: 0.80‐0.83]). We demonstrated similar discrimination in the pilot clinical cohort (114 cases vs 40 controls, ROC‐AUC = 0.84 [95% CIs: 0.76‐0.91]). As a rule‐out test, no children with coeliac disease in the clinical cohort had a GRS below 38th population centile. Conclusions A single nucleotide polymorphism–based GRS may offer more effective and cost‐efficient testing of coeliac disease genetic risk in comparison to HLA‐DQ stratification. 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Jones, Samuel E. ; Kimmitt, Robert A. ; Weedon, Michael N. ; Halpin, Anne M. ; Wood, Andrew R. ; Beaumont, Robin N. ; King, Seema ; Heel, David A. ; Campbell, Patricia M. ; Hagopian, William A. ; Turner, Justine M. ; Oram, Richard A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4546-fe16eff17e08b9b0b0ba1318cf18cbb8f260e4c4503b71beb85e6f07daee8bca3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Biobanks</topic><topic>Case-Control Studies</topic><topic>Celiac disease</topic><topic>Celiac Disease - diagnosis</topic><topic>Celiac Disease - epidemiology</topic><topic>Celiac Disease - genetics</topic><topic>Children</topic><topic>Diagnosis</topic><topic>Gene polymorphism</topic><topic>Genetic Predisposition to Disease</topic><topic>Genome-wide association studies</topic><topic>Genome-Wide Association Study</topic><topic>Genomes</topic><topic>Genotyping</topic><topic>Health risk assessment</topic><topic>Histocompatibility antigen HLA</topic><topic>Humans</topic><topic>Pilot Projects</topic><topic>Polymorphism</topic><topic>Polymorphism, Single Nucleotide</topic><topic>Risk Factors</topic><topic>Single-nucleotide polymorphism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sharp, Seth A.</creatorcontrib><creatorcontrib>Jones, Samuel E.</creatorcontrib><creatorcontrib>Kimmitt, Robert A.</creatorcontrib><creatorcontrib>Weedon, Michael N.</creatorcontrib><creatorcontrib>Halpin, Anne M.</creatorcontrib><creatorcontrib>Wood, Andrew R.</creatorcontrib><creatorcontrib>Beaumont, Robin N.</creatorcontrib><creatorcontrib>King, Seema</creatorcontrib><creatorcontrib>Heel, David A.</creatorcontrib><creatorcontrib>Campbell, Patricia M.</creatorcontrib><creatorcontrib>Hagopian, William A.</creatorcontrib><creatorcontrib>Turner, Justine M.</creatorcontrib><creatorcontrib>Oram, Richard A</creatorcontrib><collection>Wiley Online Library Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Immunology Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>MEDLINE - Academic</collection><jtitle>Alimentary pharmacology &amp; therapeutics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sharp, Seth A.</au><au>Jones, Samuel E.</au><au>Kimmitt, Robert A.</au><au>Weedon, Michael N.</au><au>Halpin, Anne M.</au><au>Wood, Andrew R.</au><au>Beaumont, Robin N.</au><au>King, Seema</au><au>Heel, David A.</au><au>Campbell, Patricia M.</au><au>Hagopian, William A.</au><au>Turner, Justine M.</au><au>Oram, Richard A</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A single nucleotide polymorphism genetic risk score to aid diagnosis of coeliac disease: a pilot study in clinical care</atitle><jtitle>Alimentary pharmacology &amp; therapeutics</jtitle><addtitle>Aliment Pharmacol Ther</addtitle><date>2020-10</date><risdate>2020</risdate><volume>52</volume><issue>7</issue><spage>1165</spage><epage>1173</epage><pages>1165-1173</pages><issn>0269-2813</issn><eissn>1365-2036</eissn><abstract>Summary Background Single nucleotide polymorphism–based genetic risk scores (GRS) model genetic risk as a continuum and can discriminate coeliac disease but have not been validated in clinic. Human leukocyte antigen (HLA) DQ gene testing is available in clinic but does not include non‐HLA attributed risk and is limited by discrete risk stratification. Aims To accurately characterise both HLA and non‐HLA coeliac disease genetic risk as a single nucleotide polymorphism–based GRS and evaluate diagnostic utility. Methods We developed a 42 single nucleotide polymorphism coeliac disease GRS from a European case‐control study (12 041 cases vs 12 228 controls) using HLA‐DQ imputation and published genome‐wide association studies. We validated the GRS in UK Biobank (1237 cases) and developed direct genotyping assays. We tested the coeliac disease GRS in a pilot clinical cohort of 128 children presenting with suspected coeliac disease. Results The GRS was more discriminative of coeliac disease than HLA‐DQ stratification in UK Biobank (receiver operating characteristic area under the curve [ROC‐AUC] = 0.88 [95% CIs: 0.87‐0.89] vs 0.82 [95% CIs: 0.80‐0.83]). We demonstrated similar discrimination in the pilot clinical cohort (114 cases vs 40 controls, ROC‐AUC = 0.84 [95% CIs: 0.76‐0.91]). As a rule‐out test, no children with coeliac disease in the clinical cohort had a GRS below 38th population centile. Conclusions A single nucleotide polymorphism–based GRS may offer more effective and cost‐efficient testing of coeliac disease genetic risk in comparison to HLA‐DQ stratification. As a comparatively inexpensive test it could facilitate non‐invasive coeliac disease diagnosis but needs detailed assessment in the context of other diagnostic tests and against current diagnostic algorithms.</abstract><cop>England</cop><pub>Wiley Subscription Services, Inc</pub><pmid>32790217</pmid><doi>10.1111/apt.15826</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0002-6174-6135</orcidid><orcidid>https://orcid.org/0000-0002-0607-9990</orcidid><orcidid>https://orcid.org/0000-0003-1726-948X</orcidid><orcidid>https://orcid.org/0000-0003-0153-922X</orcidid><orcidid>https://orcid.org/0000-0003-3581-8980</orcidid><orcidid>https://orcid.org/0000-0002-0637-2265</orcidid><orcidid>https://orcid.org/0000-0003-0750-8248</orcidid><orcidid>https://orcid.org/0000-0003-2979-0475</orcidid><oa>free_for_read</oa></addata></record>
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source MEDLINE; Wiley Online Library Journals Frontfile Complete; Wiley Online Library Free Content; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals
subjects Biobanks
Case-Control Studies
Celiac disease
Celiac Disease - diagnosis
Celiac Disease - epidemiology
Celiac Disease - genetics
Children
Diagnosis
Gene polymorphism
Genetic Predisposition to Disease
Genome-wide association studies
Genome-Wide Association Study
Genomes
Genotyping
Health risk assessment
Histocompatibility antigen HLA
Humans
Pilot Projects
Polymorphism
Polymorphism, Single Nucleotide
Risk Factors
Single-nucleotide polymorphism
title A single nucleotide polymorphism genetic risk score to aid diagnosis of coeliac disease: a pilot study in clinical care
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