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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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 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2434055786</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2434055786</sourcerecordid><originalsourceid>FETCH-LOGICAL-c4546-fe16eff17e08b9b0b0ba1318cf18cbb8f260e4c4503b71beb85e6f07daee8bca3</originalsourceid><addsrcrecordid>eNp10c1q3DAUBWBRWppp2kVfoFzopl04kWRb1nQ3hP5BoFkkayPJV1OlsuXq2oR5-yqdtItAJIRAfBwuOoy9FfxMlHVu5uVMtFqqZ2wjatVWktfqOdtwqbaV1KI-Ya-IbjnnquPyJTupZbflUnQbdrcDCtM-Ikyri5iWMCDMKR7GlOefgUbY44RLcJAD_QJyKSMsCUwYYAhmPyUKBMmDSxiDceWR0BB-AgNziGkBWtbhAGECF8MUnIngTMbX7IU3kfDNw33Kbr58vr74Vl3--Pr9YndZuaZtVOVRKPRedMi13VpethG10M6XY632UnFsiuW17YRFq1tUnneDQdTWmfqUfTjmzjn9XpGWfgzkMEYzYVqpl03d8LbttCr0_SN6m9Y8lemKarhuG9neq49H5XIiyuj7OYfR5EMveH_fRl_a6P-2Uey7h8TVjjj8l_--v4DzI7gLEQ9PJ_W7q-tj5B_fkJVZ</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2440854256</pqid></control><display><type>article</type><title>A single nucleotide polymorphism genetic risk score to aid diagnosis of coeliac disease: a pilot study in clinical care</title><source>MEDLINE</source><source>Wiley Online Library Journals Frontfile Complete</source><source>Wiley Online Library Free Content</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><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</creator><creatorcontrib>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</creatorcontrib><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.</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 & therapeutics, 2020-10, Vol.52 (7), p.1165-1173</ispartof><rights>2020 The Authors. published by John Wiley & Sons Ltd</rights><rights>2020 The Authors. Alimentary Pharmacology & Therapeutics published by John Wiley & Sons Ltd.</rights><rights>Copyright © 2020 John Wiley & 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 & 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. 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><subject>Biobanks</subject><subject>Case-Control Studies</subject><subject>Celiac disease</subject><subject>Celiac Disease - diagnosis</subject><subject>Celiac Disease - epidemiology</subject><subject>Celiac Disease - genetics</subject><subject>Children</subject><subject>Diagnosis</subject><subject>Gene polymorphism</subject><subject>Genetic Predisposition to Disease</subject><subject>Genome-wide association studies</subject><subject>Genome-Wide Association Study</subject><subject>Genomes</subject><subject>Genotyping</subject><subject>Health risk assessment</subject><subject>Histocompatibility antigen HLA</subject><subject>Humans</subject><subject>Pilot Projects</subject><subject>Polymorphism</subject><subject>Polymorphism, Single Nucleotide</subject><subject>Risk Factors</subject><subject>Single-nucleotide polymorphism</subject><issn>0269-2813</issn><issn>1365-2036</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>EIF</sourceid><recordid>eNp10c1q3DAUBWBRWppp2kVfoFzopl04kWRb1nQ3hP5BoFkkayPJV1OlsuXq2oR5-yqdtItAJIRAfBwuOoy9FfxMlHVu5uVMtFqqZ2wjatVWktfqOdtwqbaV1KI-Ya-IbjnnquPyJTupZbflUnQbdrcDCtM-Ikyri5iWMCDMKR7GlOefgUbY44RLcJAD_QJyKSMsCUwYYAhmPyUKBMmDSxiDceWR0BB-AgNziGkBWtbhAGECF8MUnIngTMbX7IU3kfDNw33Kbr58vr74Vl3--Pr9YndZuaZtVOVRKPRedMi13VpethG10M6XY632UnFsiuW17YRFq1tUnneDQdTWmfqUfTjmzjn9XpGWfgzkMEYzYVqpl03d8LbttCr0_SN6m9Y8lemKarhuG9neq49H5XIiyuj7OYfR5EMveH_fRl_a6P-2Uey7h8TVjjj8l_--v4DzI7gLEQ9PJ_W7q-tj5B_fkJVZ</recordid><startdate>202010</startdate><enddate>202010</enddate><creator>Sharp, Seth A.</creator><creator>Jones, Samuel E.</creator><creator>Kimmitt, Robert A.</creator><creator>Weedon, Michael N.</creator><creator>Halpin, Anne M.</creator><creator>Wood, Andrew R.</creator><creator>Beaumont, Robin N.</creator><creator>King, Seema</creator><creator>Heel, David A.</creator><creator>Campbell, Patricia M.</creator><creator>Hagopian, William A.</creator><creator>Turner, Justine M.</creator><creator>Oram, Richard A</creator><general>Wiley Subscription Services, Inc</general><scope>24P</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7T5</scope><scope>7TK</scope><scope>7U9</scope><scope>H94</scope><scope>M7N</scope><scope>7X8</scope><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></search><sort><creationdate>202010</creationdate><title>A single nucleotide polymorphism genetic risk score to aid diagnosis of coeliac disease: a pilot study in clinical care</title><author>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</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 & 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 & 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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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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