Cargando…
Clinical and Genomic Factors Associated with Greater Tumor Mutational Burden in Prostate Cancer
Tumor mutational burden (TMB) is a biomarker that predicts response to immune checkpoint inhibitor therapy. We currently lack a comprehensive understanding of how genomic and clinical factors correlate with TMB. We used a clinicogenomic database to assess independent predictors of TMB levels. The st...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10470357/ https://www.ncbi.nlm.nih.gov/pubmed/37662703 http://dx.doi.org/10.1016/j.euros.2023.08.001 |
_version_ | 1785099662153220096 |
---|---|
author | Hougen, Helen Y. Graf, Ryon P. Li, Gerald Quintanilha, Julia C.F. Lin, Douglas I. Ross, Jeffrey S. Punnen, Sanoj Mahal, Brandon A. |
author_facet | Hougen, Helen Y. Graf, Ryon P. Li, Gerald Quintanilha, Julia C.F. Lin, Douglas I. Ross, Jeffrey S. Punnen, Sanoj Mahal, Brandon A. |
author_sort | Hougen, Helen Y. |
collection | PubMed |
description | Tumor mutational burden (TMB) is a biomarker that predicts response to immune checkpoint inhibitor therapy. We currently lack a comprehensive understanding of how genomic and clinical factors correlate with TMB. We used a clinicogenomic database to assess independent predictors of TMB levels. The study included 2740 prostate cancer specimens from prostate gland (51.6%), lymph nodes (14.6%), and bone (10.4%). Androgen deprivation therapy use beyond 24 mo was weakly associated with high TMB (fold-change estimate [FCE] 1.14, 95% confidence interval [CI] 1.03–1.26; p = 0.009). In comparison to the prostate gland, metastases in the bladder (FCE 1.20, 95% CI 1.02–1.42; p = 0.029), liver (FCE 1.26, 95% CI 1.10–1.43; p < 0.001), and other locations (FCE 1.26, 95% CI 1.11–1.43; p < 0.001) were associated with high TMB. Microsatellite instability high (FCE 8.46, 95% CI 6.42–11.15; p < 0.001) and intermediate (FCE 1.77, 95% CI 1.46–2.14; p < 0.001) status were associated with greater TMB. Altered genes associated with greater TMB included MLH1 (FCE 1.81; p = 0.004), MSH2 (FCE 1.87; p < 0.001), MSH6 (FCE 1.92; p < 0.001), BRCA2 (FCE 1.69; p < 0.001), CDK12 (FCE 1.40; p < 0.001), MRE11 (FCE 2.28; p = 0.016), and PALB2 (FCE 2.08; p < 0.001). Our study demonstrates that TMB is relatively stable over lines of therapies and can be used to guide treatment at diagnosis or in later lines for patients with metastatic prostate cancer. PATIENT SUMMARY: The number of genetic mutations in a tumor (tumor mutational burden, TMB) may help in predicting a patient’s response to immunotherapy in advanced prostate cancer. We evaluated clinical and genetic factors that may affect TMB. We found that metastases in the bladder and liver are more likely to have high TMB than the primary tumor. Some individual genes are associated with high TMB. No prior treatment type was strongly associated with TMB, suggesting that TMB can be used to guide treatment at any time point. These data were presented at the American Society of Clinical Oncology 2023 Genitourinary Cancers Symposium. |
format | Online Article Text |
id | pubmed-10470357 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-104703572023-09-01 Clinical and Genomic Factors Associated with Greater Tumor Mutational Burden in Prostate Cancer Hougen, Helen Y. Graf, Ryon P. Li, Gerald Quintanilha, Julia C.F. Lin, Douglas I. Ross, Jeffrey S. Punnen, Sanoj Mahal, Brandon A. Eur Urol Open Sci Brief Correspondence Tumor mutational burden (TMB) is a biomarker that predicts response to immune checkpoint inhibitor therapy. We currently lack a comprehensive understanding of how genomic and clinical factors correlate with TMB. We used a clinicogenomic database to assess independent predictors of TMB levels. The study included 2740 prostate cancer specimens from prostate gland (51.6%), lymph nodes (14.6%), and bone (10.4%). Androgen deprivation therapy use beyond 24 mo was weakly associated with high TMB (fold-change estimate [FCE] 1.14, 95% confidence interval [CI] 1.03–1.26; p = 0.009). In comparison to the prostate gland, metastases in the bladder (FCE 1.20, 95% CI 1.02–1.42; p = 0.029), liver (FCE 1.26, 95% CI 1.10–1.43; p < 0.001), and other locations (FCE 1.26, 95% CI 1.11–1.43; p < 0.001) were associated with high TMB. Microsatellite instability high (FCE 8.46, 95% CI 6.42–11.15; p < 0.001) and intermediate (FCE 1.77, 95% CI 1.46–2.14; p < 0.001) status were associated with greater TMB. Altered genes associated with greater TMB included MLH1 (FCE 1.81; p = 0.004), MSH2 (FCE 1.87; p < 0.001), MSH6 (FCE 1.92; p < 0.001), BRCA2 (FCE 1.69; p < 0.001), CDK12 (FCE 1.40; p < 0.001), MRE11 (FCE 2.28; p = 0.016), and PALB2 (FCE 2.08; p < 0.001). Our study demonstrates that TMB is relatively stable over lines of therapies and can be used to guide treatment at diagnosis or in later lines for patients with metastatic prostate cancer. PATIENT SUMMARY: The number of genetic mutations in a tumor (tumor mutational burden, TMB) may help in predicting a patient’s response to immunotherapy in advanced prostate cancer. We evaluated clinical and genetic factors that may affect TMB. We found that metastases in the bladder and liver are more likely to have high TMB than the primary tumor. Some individual genes are associated with high TMB. No prior treatment type was strongly associated with TMB, suggesting that TMB can be used to guide treatment at any time point. These data were presented at the American Society of Clinical Oncology 2023 Genitourinary Cancers Symposium. Elsevier 2023-08-23 /pmc/articles/PMC10470357/ /pubmed/37662703 http://dx.doi.org/10.1016/j.euros.2023.08.001 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Brief Correspondence Hougen, Helen Y. Graf, Ryon P. Li, Gerald Quintanilha, Julia C.F. Lin, Douglas I. Ross, Jeffrey S. Punnen, Sanoj Mahal, Brandon A. Clinical and Genomic Factors Associated with Greater Tumor Mutational Burden in Prostate Cancer |
title | Clinical and Genomic Factors Associated with Greater Tumor Mutational Burden in Prostate Cancer |
title_full | Clinical and Genomic Factors Associated with Greater Tumor Mutational Burden in Prostate Cancer |
title_fullStr | Clinical and Genomic Factors Associated with Greater Tumor Mutational Burden in Prostate Cancer |
title_full_unstemmed | Clinical and Genomic Factors Associated with Greater Tumor Mutational Burden in Prostate Cancer |
title_short | Clinical and Genomic Factors Associated with Greater Tumor Mutational Burden in Prostate Cancer |
title_sort | clinical and genomic factors associated with greater tumor mutational burden in prostate cancer |
topic | Brief Correspondence |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10470357/ https://www.ncbi.nlm.nih.gov/pubmed/37662703 http://dx.doi.org/10.1016/j.euros.2023.08.001 |
work_keys_str_mv | AT hougenheleny clinicalandgenomicfactorsassociatedwithgreatertumormutationalburdeninprostatecancer AT grafryonp clinicalandgenomicfactorsassociatedwithgreatertumormutationalburdeninprostatecancer AT ligerald clinicalandgenomicfactorsassociatedwithgreatertumormutationalburdeninprostatecancer AT quintanilhajuliacf clinicalandgenomicfactorsassociatedwithgreatertumormutationalburdeninprostatecancer AT lindouglasi clinicalandgenomicfactorsassociatedwithgreatertumormutationalburdeninprostatecancer AT rossjeffreys clinicalandgenomicfactorsassociatedwithgreatertumormutationalburdeninprostatecancer AT punnensanoj clinicalandgenomicfactorsassociatedwithgreatertumormutationalburdeninprostatecancer AT mahalbrandona clinicalandgenomicfactorsassociatedwithgreatertumormutationalburdeninprostatecancer |