Tumor mutation burden estimated by a 69-gene-panel is associated with overall survival in patients with diffuse large B-cell lymphoma

Abstract Background Tumor mutation burden (TMB) as estimated by cancer gene panels (CGPs) has been confirmed to be associated with prognosis and is effective in predicting clinical benefit from immune checkpoint blockade (ICB) in solid tumors. However, whether the TMB calculated by CGPs is associate...

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Main Authors: Cunte Chen, Sichu Liu, Xinmiao Jiang, Ling Huang, Feili Chen, Xiaojun Wei, Hanguo Guo, Yang Shao, Yangqiu Li, Wenyu Li
Format: Article
Language:English
Published: BMC 2021-03-01
Series:Experimental Hematology & Oncology
Subjects:
TMB
Online Access:https://doi.org/10.1186/s40164-021-00215-4
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spelling doaj-534ed6599fe44536ad68e5219fc195b92021-03-21T12:52:44ZengBMCExperimental Hematology & Oncology2162-36192021-03-0110111110.1186/s40164-021-00215-4Tumor mutation burden estimated by a 69-gene-panel is associated with overall survival in patients with diffuse large B-cell lymphomaCunte Chen0Sichu Liu1Xinmiao Jiang2Ling Huang3Feili Chen4Xiaojun Wei5Hanguo Guo6Yang Shao7Yangqiu Li8Wenyu Li9Institute of Hematology, School of Medicine, Key Laboratory for Regenerative Medicine of Ministry of Education, Jinan UniversityDepartment of Lymphoma, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, School of Medicine, South China University of TechnologyDepartment of Lymphoma, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, School of Medicine, South China University of TechnologyDepartment of Lymphoma, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, School of Medicine, South China University of TechnologyDepartment of Lymphoma, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, School of Medicine, South China University of TechnologyDepartment of Lymphoma, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, School of Medicine, South China University of TechnologyDepartment of Lymphoma, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, School of Medicine, South China University of TechnologyNanjing Geneseq Technology IncInstitute of Hematology, School of Medicine, Key Laboratory for Regenerative Medicine of Ministry of Education, Jinan UniversityDepartment of Lymphoma, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, School of Medicine, South China University of TechnologyAbstract Background Tumor mutation burden (TMB) as estimated by cancer gene panels (CGPs) has been confirmed to be associated with prognosis and is effective in predicting clinical benefit from immune checkpoint blockade (ICB) in solid tumors. However, whether the TMB calculated by CGPs is associated with overall survival (OS) for patients with diffuse large B-cell lymphoma (DLBCL) is worth exploring. Methods The prognostic value of panel-TMB, calculated by a panel of 69 genes (GP69), for 87 DLBCL patients in our clinical center (GDPH dataset) was explored. The results were further validated using 37 DLBCL patients from the Cancer Genome Atlas (TCGA) database (TCGA dataset). Results Spearman correlation analysis suggested that panel-TMB is positively correlated with the TMB calculated by whole-exome sequencing (wTMB) in the TCGA dataset (R = 0.76, P < 0.0001). Both GDPH and TCGA results demonstrated that higher panel-TMB is significantly associated with a poor OS for DLBCL patients (P < 0.05) where a panel of 13 genes was associated with poor OS, and another panel of 26 genes was correlated with a favorable OS for DLBCL patients. Further subgroup analysis indicated that higher panel-TMB had shorter OS in DLBCL patients with younger than 60 years, elevated LDH, greater than one extranodal involvement, stage III/IV, an IPI score of 3–5, or HBsAg, anti-HBc, or HBV-DNA negativity (P < 0.05). Interestingly, the nomogram model constructed by panel-TMB, stage, and IPI could individually and visually predict the 1-, 2- and 3-year OS rates of DLBCL patients. Conclusions We established GP69 for the evaluation of OS for Chinese DLBCL patients. panel-TMB might be a potential predictor for prognostic stratification of DLBCL patients.https://doi.org/10.1186/s40164-021-00215-4TMBGene panelPrognosisBiomarkerDiffuse large B-cell lymphoma
collection DOAJ
language English
format Article
sources DOAJ
author Cunte Chen
Sichu Liu
Xinmiao Jiang
Ling Huang
Feili Chen
Xiaojun Wei
Hanguo Guo
Yang Shao
Yangqiu Li
Wenyu Li
spellingShingle Cunte Chen
Sichu Liu
Xinmiao Jiang
Ling Huang
Feili Chen
Xiaojun Wei
Hanguo Guo
Yang Shao
Yangqiu Li
Wenyu Li
Tumor mutation burden estimated by a 69-gene-panel is associated with overall survival in patients with diffuse large B-cell lymphoma
Experimental Hematology & Oncology
TMB
Gene panel
Prognosis
Biomarker
Diffuse large B-cell lymphoma
author_facet Cunte Chen
Sichu Liu
Xinmiao Jiang
Ling Huang
Feili Chen
Xiaojun Wei
Hanguo Guo
Yang Shao
Yangqiu Li
Wenyu Li
author_sort Cunte Chen
title Tumor mutation burden estimated by a 69-gene-panel is associated with overall survival in patients with diffuse large B-cell lymphoma
title_short Tumor mutation burden estimated by a 69-gene-panel is associated with overall survival in patients with diffuse large B-cell lymphoma
title_full Tumor mutation burden estimated by a 69-gene-panel is associated with overall survival in patients with diffuse large B-cell lymphoma
title_fullStr Tumor mutation burden estimated by a 69-gene-panel is associated with overall survival in patients with diffuse large B-cell lymphoma
title_full_unstemmed Tumor mutation burden estimated by a 69-gene-panel is associated with overall survival in patients with diffuse large B-cell lymphoma
title_sort tumor mutation burden estimated by a 69-gene-panel is associated with overall survival in patients with diffuse large b-cell lymphoma
publisher BMC
series Experimental Hematology & Oncology
issn 2162-3619
publishDate 2021-03-01
description Abstract Background Tumor mutation burden (TMB) as estimated by cancer gene panels (CGPs) has been confirmed to be associated with prognosis and is effective in predicting clinical benefit from immune checkpoint blockade (ICB) in solid tumors. However, whether the TMB calculated by CGPs is associated with overall survival (OS) for patients with diffuse large B-cell lymphoma (DLBCL) is worth exploring. Methods The prognostic value of panel-TMB, calculated by a panel of 69 genes (GP69), for 87 DLBCL patients in our clinical center (GDPH dataset) was explored. The results were further validated using 37 DLBCL patients from the Cancer Genome Atlas (TCGA) database (TCGA dataset). Results Spearman correlation analysis suggested that panel-TMB is positively correlated with the TMB calculated by whole-exome sequencing (wTMB) in the TCGA dataset (R = 0.76, P < 0.0001). Both GDPH and TCGA results demonstrated that higher panel-TMB is significantly associated with a poor OS for DLBCL patients (P < 0.05) where a panel of 13 genes was associated with poor OS, and another panel of 26 genes was correlated with a favorable OS for DLBCL patients. Further subgroup analysis indicated that higher panel-TMB had shorter OS in DLBCL patients with younger than 60 years, elevated LDH, greater than one extranodal involvement, stage III/IV, an IPI score of 3–5, or HBsAg, anti-HBc, or HBV-DNA negativity (P < 0.05). Interestingly, the nomogram model constructed by panel-TMB, stage, and IPI could individually and visually predict the 1-, 2- and 3-year OS rates of DLBCL patients. Conclusions We established GP69 for the evaluation of OS for Chinese DLBCL patients. panel-TMB might be a potential predictor for prognostic stratification of DLBCL patients.
topic TMB
Gene panel
Prognosis
Biomarker
Diffuse large B-cell lymphoma
url https://doi.org/10.1186/s40164-021-00215-4
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