Genetic Analysis Reveals Rare Variants in T-Cell Response Gene MR1 Associated with Poor Overall Survival after Urothelial Cancer Diagnosis

Urothelial carcinoma of the bladder (UC) is the fifth most common cancer in the United States. Germline variants, especially rare germline variants, may account for a portion of the disparity seen among patients in terms of UC incidence, presentation, and outcomes. The objectives of this study were...

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Main Authors: Lisa Bang, Manu Shivakumar, Tullika Garg, Dokyoon Kim
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Cancers
Subjects:
Online Access:https://www.mdpi.com/2072-6694/13/8/1864
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spelling doaj-1396a73f244e4f5fafa02b227c1c0bb62021-04-14T23:00:27ZengMDPI AGCancers2072-66942021-04-01131864186410.3390/cancers13081864Genetic Analysis Reveals Rare Variants in T-Cell Response Gene MR1 Associated with Poor Overall Survival after Urothelial Cancer DiagnosisLisa Bang0Manu Shivakumar1Tullika Garg2Dokyoon Kim3Department of Biomedical and Translational Informatics, Geisinger, Danville, PA 17822, USADepartment of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USADepartment of Urology, Geisinger, Danville, PA 17822, USADepartment of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USAUrothelial carcinoma of the bladder (UC) is the fifth most common cancer in the United States. Germline variants, especially rare germline variants, may account for a portion of the disparity seen among patients in terms of UC incidence, presentation, and outcomes. The objectives of this study were to identify rare germline variant associations in UC incidence and to determine its association with clinical outcomes. Using exome sequencing data from the DiscovEHR UC cohort (<i>n</i> = 446), a European-ancestry, North American population, the complex influence of germline variants on known clinical phenotypes were analyzed using dispersion and burden metrics with regression tests. Outcomes measured were derived from the electronic health record (EHR) and included UC incidence, age at diagnosis, and overall survival (OS). Consequently, key rare variant association genes were implicated in <i>MR1</i> and <i>ADGRL2.</i> The Kaplan–Meier survival analysis reveals that individuals with <i>MR1</i> germline variants had significantly worse OS than those without any (log-rank <i>p</i>-value = 3.46 × 10<sup>−7</sup>). Those with <i>ADGRL2</i> variants were found to be slightly more likely to have UC compared to a matched control cohort (FDR q-value = 0.116). These associations highlight several candidate genes that have the potential to explain clinical disparities in UC and predict UC outcomes.https://www.mdpi.com/2072-6694/13/8/1864rare variant analysiselectronic health recordbiobankbladder cancer
collection DOAJ
language English
format Article
sources DOAJ
author Lisa Bang
Manu Shivakumar
Tullika Garg
Dokyoon Kim
spellingShingle Lisa Bang
Manu Shivakumar
Tullika Garg
Dokyoon Kim
Genetic Analysis Reveals Rare Variants in T-Cell Response Gene MR1 Associated with Poor Overall Survival after Urothelial Cancer Diagnosis
Cancers
rare variant analysis
electronic health record
biobank
bladder cancer
author_facet Lisa Bang
Manu Shivakumar
Tullika Garg
Dokyoon Kim
author_sort Lisa Bang
title Genetic Analysis Reveals Rare Variants in T-Cell Response Gene MR1 Associated with Poor Overall Survival after Urothelial Cancer Diagnosis
title_short Genetic Analysis Reveals Rare Variants in T-Cell Response Gene MR1 Associated with Poor Overall Survival after Urothelial Cancer Diagnosis
title_full Genetic Analysis Reveals Rare Variants in T-Cell Response Gene MR1 Associated with Poor Overall Survival after Urothelial Cancer Diagnosis
title_fullStr Genetic Analysis Reveals Rare Variants in T-Cell Response Gene MR1 Associated with Poor Overall Survival after Urothelial Cancer Diagnosis
title_full_unstemmed Genetic Analysis Reveals Rare Variants in T-Cell Response Gene MR1 Associated with Poor Overall Survival after Urothelial Cancer Diagnosis
title_sort genetic analysis reveals rare variants in t-cell response gene mr1 associated with poor overall survival after urothelial cancer diagnosis
publisher MDPI AG
series Cancers
issn 2072-6694
publishDate 2021-04-01
description Urothelial carcinoma of the bladder (UC) is the fifth most common cancer in the United States. Germline variants, especially rare germline variants, may account for a portion of the disparity seen among patients in terms of UC incidence, presentation, and outcomes. The objectives of this study were to identify rare germline variant associations in UC incidence and to determine its association with clinical outcomes. Using exome sequencing data from the DiscovEHR UC cohort (<i>n</i> = 446), a European-ancestry, North American population, the complex influence of germline variants on known clinical phenotypes were analyzed using dispersion and burden metrics with regression tests. Outcomes measured were derived from the electronic health record (EHR) and included UC incidence, age at diagnosis, and overall survival (OS). Consequently, key rare variant association genes were implicated in <i>MR1</i> and <i>ADGRL2.</i> The Kaplan–Meier survival analysis reveals that individuals with <i>MR1</i> germline variants had significantly worse OS than those without any (log-rank <i>p</i>-value = 3.46 × 10<sup>−7</sup>). Those with <i>ADGRL2</i> variants were found to be slightly more likely to have UC compared to a matched control cohort (FDR q-value = 0.116). These associations highlight several candidate genes that have the potential to explain clinical disparities in UC and predict UC outcomes.
topic rare variant analysis
electronic health record
biobank
bladder cancer
url https://www.mdpi.com/2072-6694/13/8/1864
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