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Functional characterization of novel rare CYP2A6 variants and potential implications for clinical outcomes
CYP2A6 activity, phenotyped by the nicotine metabolite ratio (NMR), is a predictor of several smoking behaviors, including cessation and smoking‐related disease risk. The heritability of the NMR is 60–80%, yet weighted genetic risk scores (wGRSs) based on common variants explain only 30–35%. Rare va...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8742641/ https://www.ncbi.nlm.nih.gov/pubmed/34476898 http://dx.doi.org/10.1111/cts.13135 |
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author | El‐Boraie, Ahmed Tanner, Julie‐Anne Zhu, Andy Z.X. Claw, Katrina G. Prasad, Bhagwat Schuetz, Erin G. Thummel, Kenneth E. Fukunaga, Koya Mushiroda, Taisei Kubo, Michiaki Benowitz, Neal L. Lerman, Caryn Tyndale, Rachel F. |
author_facet | El‐Boraie, Ahmed Tanner, Julie‐Anne Zhu, Andy Z.X. Claw, Katrina G. Prasad, Bhagwat Schuetz, Erin G. Thummel, Kenneth E. Fukunaga, Koya Mushiroda, Taisei Kubo, Michiaki Benowitz, Neal L. Lerman, Caryn Tyndale, Rachel F. |
author_sort | El‐Boraie, Ahmed |
collection | PubMed |
description | CYP2A6 activity, phenotyped by the nicotine metabolite ratio (NMR), is a predictor of several smoking behaviors, including cessation and smoking‐related disease risk. The heritability of the NMR is 60–80%, yet weighted genetic risk scores (wGRSs) based on common variants explain only 30–35%. Rare variants (minor allele frequency <1%) are hypothesized to explain some of this missing heritability. We present two targeted sequencing studies where rare protein‐coding variants are functionally characterized in vivo, in silico, and in vitro to examine this hypothesis. In a smoking cessation trial, 1687 individuals were sequenced; characterization measures included the in vivo NMR, in vitro protein expression, and metabolic activity measured from recombinant proteins. In a human liver bank, 312 human liver samples were sequenced; measures included RNA expression, protein expression, and metabolic activity from extracted liver tissue. In total, 38 of 47 rare coding variants identified were novel; characterizations ranged from gain‐of‐function to loss‐of‐function. On a population level, the portion of NMR variation explained by the rare coding variants was small (~1%). However, upon incorporation, the accuracy of the wGRS was improved for individuals with rare protein‐coding variants (i.e., the residuals were reduced), and approximately one‐third of these individuals (12/39) were re‐assigned from normal to slow metabolizer status. Rare coding variants can alter an individual’s CYP2A6 activity; their integration into wGRSs through precise functional characterization is necessary to accurately assess clinical outcomes and achieve precision medicine for all. Investigation into noncoding variants is warranted to further explain the missing heritability in the NMR. |
format | Online Article Text |
id | pubmed-8742641 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87426412022-01-12 Functional characterization of novel rare CYP2A6 variants and potential implications for clinical outcomes El‐Boraie, Ahmed Tanner, Julie‐Anne Zhu, Andy Z.X. Claw, Katrina G. Prasad, Bhagwat Schuetz, Erin G. Thummel, Kenneth E. Fukunaga, Koya Mushiroda, Taisei Kubo, Michiaki Benowitz, Neal L. Lerman, Caryn Tyndale, Rachel F. Clin Transl Sci Research CYP2A6 activity, phenotyped by the nicotine metabolite ratio (NMR), is a predictor of several smoking behaviors, including cessation and smoking‐related disease risk. The heritability of the NMR is 60–80%, yet weighted genetic risk scores (wGRSs) based on common variants explain only 30–35%. Rare variants (minor allele frequency <1%) are hypothesized to explain some of this missing heritability. We present two targeted sequencing studies where rare protein‐coding variants are functionally characterized in vivo, in silico, and in vitro to examine this hypothesis. In a smoking cessation trial, 1687 individuals were sequenced; characterization measures included the in vivo NMR, in vitro protein expression, and metabolic activity measured from recombinant proteins. In a human liver bank, 312 human liver samples were sequenced; measures included RNA expression, protein expression, and metabolic activity from extracted liver tissue. In total, 38 of 47 rare coding variants identified were novel; characterizations ranged from gain‐of‐function to loss‐of‐function. On a population level, the portion of NMR variation explained by the rare coding variants was small (~1%). However, upon incorporation, the accuracy of the wGRS was improved for individuals with rare protein‐coding variants (i.e., the residuals were reduced), and approximately one‐third of these individuals (12/39) were re‐assigned from normal to slow metabolizer status. Rare coding variants can alter an individual’s CYP2A6 activity; their integration into wGRSs through precise functional characterization is necessary to accurately assess clinical outcomes and achieve precision medicine for all. Investigation into noncoding variants is warranted to further explain the missing heritability in the NMR. John Wiley and Sons Inc. 2021-09-25 2022-01 /pmc/articles/PMC8742641/ /pubmed/34476898 http://dx.doi.org/10.1111/cts.13135 Text en © 2021 The Authors. Clinical and Translational Science published by Wiley Periodicals LLC on behalf of American Society for Clinical Pharmacology and Therapeutics https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Research El‐Boraie, Ahmed Tanner, Julie‐Anne Zhu, Andy Z.X. Claw, Katrina G. Prasad, Bhagwat Schuetz, Erin G. Thummel, Kenneth E. Fukunaga, Koya Mushiroda, Taisei Kubo, Michiaki Benowitz, Neal L. Lerman, Caryn Tyndale, Rachel F. Functional characterization of novel rare CYP2A6 variants and potential implications for clinical outcomes |
title | Functional characterization of novel rare CYP2A6 variants and potential implications for clinical outcomes |
title_full | Functional characterization of novel rare CYP2A6 variants and potential implications for clinical outcomes |
title_fullStr | Functional characterization of novel rare CYP2A6 variants and potential implications for clinical outcomes |
title_full_unstemmed | Functional characterization of novel rare CYP2A6 variants and potential implications for clinical outcomes |
title_short | Functional characterization of novel rare CYP2A6 variants and potential implications for clinical outcomes |
title_sort | functional characterization of novel rare cyp2a6 variants and potential implications for clinical outcomes |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8742641/ https://www.ncbi.nlm.nih.gov/pubmed/34476898 http://dx.doi.org/10.1111/cts.13135 |
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