Establishment of a novel gene panel as a biomarker of immune checkpoint inhibitor response

Abstract Objective Immune checkpoint inhibitors (ICIs) have become the standard of care in various cancers, although the predictive tool is still unknown. Methods This study aimed to develop a novel gene panel by selecting DNA damage response (DDR) genes from the Catalogue of Somatic Mutations in Ca...

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Main Authors: Yi‐Ru Pan, Chiao‐En Wu, Yu‐Chao Wang, Yi‐Chen Yeh, Meng‐Lun Lu, Yi‐Ping Hung, Yee Chao, Da‐Wei Yeh, Chien‐Hsing Lin, Jason Chia‐Hsun Hsieh, Ming‐Huang Chen, Chun‐Nan Yeh
Format: Article
Language:English
Published: Wiley 2020-01-01
Series:Clinical & Translational Immunology
Subjects:
Online Access:https://doi.org/10.1002/cti2.1145
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spelling doaj-32eaf414769d41edbd652067a66e7adf2020-11-25T02:55:52ZengWileyClinical & Translational Immunology2050-00682020-01-0197n/an/a10.1002/cti2.1145Establishment of a novel gene panel as a biomarker of immune checkpoint inhibitor responseYi‐Ru Pan0Chiao‐En Wu1Yu‐Chao Wang2Yi‐Chen Yeh3Meng‐Lun Lu4Yi‐Ping Hung5Yee Chao6Da‐Wei Yeh7Chien‐Hsing Lin8Jason Chia‐Hsun Hsieh9Ming‐Huang Chen10Chun‐Nan Yeh11Department of General Surgery and Liver Research Center, Chang Gung Memorial Hospital, Linkou Branch Chang Gung University Taoyuan TaiwanDivision of Hematology‐Oncology Department of Internal Medicine, Chang Gung Memorial Hospital, Linkou Chang Gung University College of Medicine Taoyuan TaiwanInstitute of Biomedical Informatics National Yang‐Ming University Taipei TaiwanSchool of Medicine National Yang‐Ming University Taipei TaiwanDepartment of Oncology Taipei Veterans General Hospital Taipei TaiwanSchool of Medicine National Yang‐Ming University Taipei TaiwanSchool of Medicine National Yang‐Ming University Taipei TaiwanInstitute of Biomedical Informatics National Yang‐Ming University Taipei TaiwanDivision of Genomic Medicine National Health Research Institutes Zhunan TaiwanDivision of Hematology‐Oncology Department of Internal Medicine, Chang Gung Memorial Hospital, Linkou Chang Gung University College of Medicine Taoyuan TaiwanSchool of Medicine National Yang‐Ming University Taipei TaiwanDepartment of General Surgery and Liver Research Center, Chang Gung Memorial Hospital, Linkou Branch Chang Gung University Taoyuan TaiwanAbstract Objective Immune checkpoint inhibitors (ICIs) have become the standard of care in various cancers, although the predictive tool is still unknown. Methods This study aimed to develop a novel gene panel by selecting DNA damage response (DDR) genes from the Catalogue of Somatic Mutations in Cancer (COSMIC) databank and validating them in previously reported cohorts. This association between DDR gene mutations and tumor mutation burden or microsatellite status was analysed from The Cancer Genome Atlas (TCGA) databank. Furthermore, we made the gene panel clinically accessible and predicted the response in clinical patients receiving ICIs by using cell‐free DNA. Results The top 20 mutated DDR genes in various cancers (total 37 genes) were taken from the COSMIC databank, and the DDR genes found to individually predict a response rate > 50% in Van Allen's cohort were selected (Science, 350, 2015 and 207). Eighteen DDR genes were selected as the gene panel. The prevalence and predicted response rate were validated in the other three reported cohorts. Tumor mutational burden‐high was positively associated with mutations of the 18 DDR genes for most cancers. We used cell‐free DNA to test the DDR gene panel and validated by our patients receiving ICIs. This DDR gene panel accounted for approximately 30% of various cancers, achieving a predicted response rate of approximately 60% in patients with a mutated gene panel receiving ICIs. Conclusion This gene panel is a novel and reliable tool for predicting the response to ICIs in cancer patients and guides the appropriate administration of ICIs in clinical practice.https://doi.org/10.1002/cti2.1145cell‐free DNADNA repair genegene panelimmune checkpoint inhibitortumor mutational burden
collection DOAJ
language English
format Article
sources DOAJ
author Yi‐Ru Pan
Chiao‐En Wu
Yu‐Chao Wang
Yi‐Chen Yeh
Meng‐Lun Lu
Yi‐Ping Hung
Yee Chao
Da‐Wei Yeh
Chien‐Hsing Lin
Jason Chia‐Hsun Hsieh
Ming‐Huang Chen
Chun‐Nan Yeh
spellingShingle Yi‐Ru Pan
Chiao‐En Wu
Yu‐Chao Wang
Yi‐Chen Yeh
Meng‐Lun Lu
Yi‐Ping Hung
Yee Chao
Da‐Wei Yeh
Chien‐Hsing Lin
Jason Chia‐Hsun Hsieh
Ming‐Huang Chen
Chun‐Nan Yeh
Establishment of a novel gene panel as a biomarker of immune checkpoint inhibitor response
Clinical & Translational Immunology
cell‐free DNA
DNA repair gene
gene panel
immune checkpoint inhibitor
tumor mutational burden
author_facet Yi‐Ru Pan
Chiao‐En Wu
Yu‐Chao Wang
Yi‐Chen Yeh
Meng‐Lun Lu
Yi‐Ping Hung
Yee Chao
Da‐Wei Yeh
Chien‐Hsing Lin
Jason Chia‐Hsun Hsieh
Ming‐Huang Chen
Chun‐Nan Yeh
author_sort Yi‐Ru Pan
title Establishment of a novel gene panel as a biomarker of immune checkpoint inhibitor response
title_short Establishment of a novel gene panel as a biomarker of immune checkpoint inhibitor response
title_full Establishment of a novel gene panel as a biomarker of immune checkpoint inhibitor response
title_fullStr Establishment of a novel gene panel as a biomarker of immune checkpoint inhibitor response
title_full_unstemmed Establishment of a novel gene panel as a biomarker of immune checkpoint inhibitor response
title_sort establishment of a novel gene panel as a biomarker of immune checkpoint inhibitor response
publisher Wiley
series Clinical & Translational Immunology
issn 2050-0068
publishDate 2020-01-01
description Abstract Objective Immune checkpoint inhibitors (ICIs) have become the standard of care in various cancers, although the predictive tool is still unknown. Methods This study aimed to develop a novel gene panel by selecting DNA damage response (DDR) genes from the Catalogue of Somatic Mutations in Cancer (COSMIC) databank and validating them in previously reported cohorts. This association between DDR gene mutations and tumor mutation burden or microsatellite status was analysed from The Cancer Genome Atlas (TCGA) databank. Furthermore, we made the gene panel clinically accessible and predicted the response in clinical patients receiving ICIs by using cell‐free DNA. Results The top 20 mutated DDR genes in various cancers (total 37 genes) were taken from the COSMIC databank, and the DDR genes found to individually predict a response rate > 50% in Van Allen's cohort were selected (Science, 350, 2015 and 207). Eighteen DDR genes were selected as the gene panel. The prevalence and predicted response rate were validated in the other three reported cohorts. Tumor mutational burden‐high was positively associated with mutations of the 18 DDR genes for most cancers. We used cell‐free DNA to test the DDR gene panel and validated by our patients receiving ICIs. This DDR gene panel accounted for approximately 30% of various cancers, achieving a predicted response rate of approximately 60% in patients with a mutated gene panel receiving ICIs. Conclusion This gene panel is a novel and reliable tool for predicting the response to ICIs in cancer patients and guides the appropriate administration of ICIs in clinical practice.
topic cell‐free DNA
DNA repair gene
gene panel
immune checkpoint inhibitor
tumor mutational burden
url https://doi.org/10.1002/cti2.1145
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