Cargando…

Tumor Mutation Burden, Expressed Neoantigens and the Immune Microenvironment in Diffuse Gliomas

SIMPLE SUMMARY: Tumor mutation burden (TMB) has shown promise as a biomarker for immune checkpoint blockade therapy in some cancers, but not consistently in gliomas. The goal of our study was to systematically investigate the association between TMB, expressed neoantigens, and the tumor immune micro...

Descripción completa

Detalles Bibliográficos
Autores principales: Yu, Guangyang, Pang, Ying, Merchant, Mythili, Kesserwan, Chimene, Gangalapudi, Vineela, Abdelmaksoud, Abdalla, Ranjan, Alice, Kim, Olga, Wei, Jun S., Chou, Hsien-Chao, Wen, Xinyu, Sindiri, Sivasish, Song, Young K., Xi, Liqiang, Kaplan, Rosandra N., Armstrong, Terri S., Gilbert, Mark R., Aldape, Kenneth, Khan, Javed, Wu, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8657099/
https://www.ncbi.nlm.nih.gov/pubmed/34885201
http://dx.doi.org/10.3390/cancers13236092
_version_ 1784612432247783424
author Yu, Guangyang
Pang, Ying
Merchant, Mythili
Kesserwan, Chimene
Gangalapudi, Vineela
Abdelmaksoud, Abdalla
Ranjan, Alice
Kim, Olga
Wei, Jun S.
Chou, Hsien-Chao
Wen, Xinyu
Sindiri, Sivasish
Song, Young K.
Xi, Liqiang
Kaplan, Rosandra N.
Armstrong, Terri S.
Gilbert, Mark R.
Aldape, Kenneth
Khan, Javed
Wu, Jing
author_facet Yu, Guangyang
Pang, Ying
Merchant, Mythili
Kesserwan, Chimene
Gangalapudi, Vineela
Abdelmaksoud, Abdalla
Ranjan, Alice
Kim, Olga
Wei, Jun S.
Chou, Hsien-Chao
Wen, Xinyu
Sindiri, Sivasish
Song, Young K.
Xi, Liqiang
Kaplan, Rosandra N.
Armstrong, Terri S.
Gilbert, Mark R.
Aldape, Kenneth
Khan, Javed
Wu, Jing
author_sort Yu, Guangyang
collection PubMed
description SIMPLE SUMMARY: Tumor mutation burden (TMB) has shown promise as a biomarker for immune checkpoint blockade therapy in some cancers, but not consistently in gliomas. The goal of our study was to systematically investigate the association between TMB, expressed neoantigens, and the tumor immune microenvironment in IDH-mutant and IDH-wildtype gliomas, which are two types of biologically distinct gliomas. We demonstrated that TMB positively correlated with expressed neoantigens, but inversely correlated with immune score in IDH-wildtype tumors but showed no correlation in IDH-mutant tumors. The antigen processing and presenting (APP) score may have potential as a clinical biomarker to predict immune therapy response in gliomas. Lastly, 19% of patients had pathogenic or likely pathogenic germline mutations, primarily in DNA damage repair genes. ABSTRACT: Background: A consistent correlation between tumor mutation burden (TMB) and tumor immune microenvironment has not been observed in gliomas as in other cancers. Methods: Driver germline and somatic mutations, TMB, neoantigen, and immune cell signatures were analyzed using whole exome sequencing (WES) and transcriptome sequencing of tumor and WES of matched germline DNA in a cohort of 66 glioma samples (44 IDH-mutant and 22 IDH-wildtype). Results: Fourteen samples revealed a hypermutator phenotype (HMP). Eight pathogenic (P) or likely pathogenic (LP) germline variants were detected in 9 (19%) patients. Six of these 8 genes were DNA damage repair genes. P/LP germline variants were found in 22% of IDH-mutant gliomas and 12.5% of IDH-wildtype gliomas (p = 0.7). TMB was correlated with expressed neoantigen but showed an inverse correlation with immune score (R = −0.46, p = 0.03) in IDH-wildtype tumors and no correlation in IDH-mutant tumors. The Antigen Processing and Presentation (APP) score correlated with immune score and was surprisingly higher in NHMP versus HMP samples in IDH-wildtype gliomas, but higher in HMP versus NHMP in IDH-mutant gliomas. Conclusion: TMB was inversely correlated with immune score in IDH-wildtype gliomas and showed no correlation in IDH-mutant tumors. APP was correlated with immune score and may be further investigated as a biomarker for response to immunotherapy in gliomas. Studies of germline variants in a larger glioma cohort are warranted.
format Online
Article
Text
id pubmed-8657099
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-86570992021-12-10 Tumor Mutation Burden, Expressed Neoantigens and the Immune Microenvironment in Diffuse Gliomas Yu, Guangyang Pang, Ying Merchant, Mythili Kesserwan, Chimene Gangalapudi, Vineela Abdelmaksoud, Abdalla Ranjan, Alice Kim, Olga Wei, Jun S. Chou, Hsien-Chao Wen, Xinyu Sindiri, Sivasish Song, Young K. Xi, Liqiang Kaplan, Rosandra N. Armstrong, Terri S. Gilbert, Mark R. Aldape, Kenneth Khan, Javed Wu, Jing Cancers (Basel) Article SIMPLE SUMMARY: Tumor mutation burden (TMB) has shown promise as a biomarker for immune checkpoint blockade therapy in some cancers, but not consistently in gliomas. The goal of our study was to systematically investigate the association between TMB, expressed neoantigens, and the tumor immune microenvironment in IDH-mutant and IDH-wildtype gliomas, which are two types of biologically distinct gliomas. We demonstrated that TMB positively correlated with expressed neoantigens, but inversely correlated with immune score in IDH-wildtype tumors but showed no correlation in IDH-mutant tumors. The antigen processing and presenting (APP) score may have potential as a clinical biomarker to predict immune therapy response in gliomas. Lastly, 19% of patients had pathogenic or likely pathogenic germline mutations, primarily in DNA damage repair genes. ABSTRACT: Background: A consistent correlation between tumor mutation burden (TMB) and tumor immune microenvironment has not been observed in gliomas as in other cancers. Methods: Driver germline and somatic mutations, TMB, neoantigen, and immune cell signatures were analyzed using whole exome sequencing (WES) and transcriptome sequencing of tumor and WES of matched germline DNA in a cohort of 66 glioma samples (44 IDH-mutant and 22 IDH-wildtype). Results: Fourteen samples revealed a hypermutator phenotype (HMP). Eight pathogenic (P) or likely pathogenic (LP) germline variants were detected in 9 (19%) patients. Six of these 8 genes were DNA damage repair genes. P/LP germline variants were found in 22% of IDH-mutant gliomas and 12.5% of IDH-wildtype gliomas (p = 0.7). TMB was correlated with expressed neoantigen but showed an inverse correlation with immune score (R = −0.46, p = 0.03) in IDH-wildtype tumors and no correlation in IDH-mutant tumors. The Antigen Processing and Presentation (APP) score correlated with immune score and was surprisingly higher in NHMP versus HMP samples in IDH-wildtype gliomas, but higher in HMP versus NHMP in IDH-mutant gliomas. Conclusion: TMB was inversely correlated with immune score in IDH-wildtype gliomas and showed no correlation in IDH-mutant tumors. APP was correlated with immune score and may be further investigated as a biomarker for response to immunotherapy in gliomas. Studies of germline variants in a larger glioma cohort are warranted. MDPI 2021-12-03 /pmc/articles/PMC8657099/ /pubmed/34885201 http://dx.doi.org/10.3390/cancers13236092 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Yu, Guangyang
Pang, Ying
Merchant, Mythili
Kesserwan, Chimene
Gangalapudi, Vineela
Abdelmaksoud, Abdalla
Ranjan, Alice
Kim, Olga
Wei, Jun S.
Chou, Hsien-Chao
Wen, Xinyu
Sindiri, Sivasish
Song, Young K.
Xi, Liqiang
Kaplan, Rosandra N.
Armstrong, Terri S.
Gilbert, Mark R.
Aldape, Kenneth
Khan, Javed
Wu, Jing
Tumor Mutation Burden, Expressed Neoantigens and the Immune Microenvironment in Diffuse Gliomas
title Tumor Mutation Burden, Expressed Neoantigens and the Immune Microenvironment in Diffuse Gliomas
title_full Tumor Mutation Burden, Expressed Neoantigens and the Immune Microenvironment in Diffuse Gliomas
title_fullStr Tumor Mutation Burden, Expressed Neoantigens and the Immune Microenvironment in Diffuse Gliomas
title_full_unstemmed Tumor Mutation Burden, Expressed Neoantigens and the Immune Microenvironment in Diffuse Gliomas
title_short Tumor Mutation Burden, Expressed Neoantigens and the Immune Microenvironment in Diffuse Gliomas
title_sort tumor mutation burden, expressed neoantigens and the immune microenvironment in diffuse gliomas
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8657099/
https://www.ncbi.nlm.nih.gov/pubmed/34885201
http://dx.doi.org/10.3390/cancers13236092
work_keys_str_mv AT yuguangyang tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT pangying tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT merchantmythili tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT kesserwanchimene tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT gangalapudivineela tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT abdelmaksoudabdalla tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT ranjanalice tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT kimolga tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT weijuns tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT chouhsienchao tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT wenxinyu tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT sindirisivasish tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT songyoungk tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT xiliqiang tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT kaplanrosandran tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT armstrongterris tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT gilbertmarkr tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT aldapekenneth tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT khanjaved tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas
AT wujing tumormutationburdenexpressedneoantigensandtheimmunemicroenvironmentindiffusegliomas