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Prognostic analysis of tumor mutation burden and immune infiltration in hepatocellular carcinoma based on TCGA data

In order to explore the prognosis of tumor mutation burden (TMB) and the relationship with tumor infiltrating immune cells in hepatocellular carcinoma (HCC), we downloaded somatic mutation data and transcriptome profiles of 376 HCC patients from The Cancer Genome Atlas (TCGA) cohort. We divided the...

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Autores principales: Liu, Shaoqing, Tang, Qianjie, Huang, Jianwen, Zhan, Meixiao, Zhao, Wei, Yang, Xiangyu, Li, Yong, Qiu, Lige, Zhang, Fujun, Lu, Ligong, He, Xu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8109113/
https://www.ncbi.nlm.nih.gov/pubmed/33820866
http://dx.doi.org/10.18632/aging.202811
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author Liu, Shaoqing
Tang, Qianjie
Huang, Jianwen
Zhan, Meixiao
Zhao, Wei
Yang, Xiangyu
Li, Yong
Qiu, Lige
Zhang, Fujun
Lu, Ligong
He, Xu
author_facet Liu, Shaoqing
Tang, Qianjie
Huang, Jianwen
Zhan, Meixiao
Zhao, Wei
Yang, Xiangyu
Li, Yong
Qiu, Lige
Zhang, Fujun
Lu, Ligong
He, Xu
author_sort Liu, Shaoqing
collection PubMed
description In order to explore the prognosis of tumor mutation burden (TMB) and the relationship with tumor infiltrating immune cells in hepatocellular carcinoma (HCC), we downloaded somatic mutation data and transcriptome profiles of 376 HCC patients from The Cancer Genome Atlas (TCGA) cohort. We divided the samples into high-TMB and low-TMB groups. A higher TMB level indicated improved overall survival (OS) and was associated with early pathological stages. One hundred and nine differentially expressed genes (DEGs) were identified in HCC. Moreover, based on four hub TMB-related signatures, we constructed a TMB Prognostic model (TMBPM) that possessed good predictive value with area under curve (AUC) of 0.701. HCC patients with higher TMBPM scores showed worse OS outcomes (p < 0.0001). Moreover, DCs subsets not only revealed higher infiltrating abundance in the high-TMB group, but also correlated with worse OS and hazard risk for high-TMB patients in HCC. Meanwhile, CD8+ T cells and B cells were associated with improved survival outcomes. In sum, high TMB indicates good prognosis for HCC and promotes HCC immune infiltration. Hence, DCs and the four hub TMB-related signatures can be used for predicting the prognosis in HCC as supplements to TMB.
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spelling pubmed-81091132021-05-12 Prognostic analysis of tumor mutation burden and immune infiltration in hepatocellular carcinoma based on TCGA data Liu, Shaoqing Tang, Qianjie Huang, Jianwen Zhan, Meixiao Zhao, Wei Yang, Xiangyu Li, Yong Qiu, Lige Zhang, Fujun Lu, Ligong He, Xu Aging (Albany NY) Research Paper In order to explore the prognosis of tumor mutation burden (TMB) and the relationship with tumor infiltrating immune cells in hepatocellular carcinoma (HCC), we downloaded somatic mutation data and transcriptome profiles of 376 HCC patients from The Cancer Genome Atlas (TCGA) cohort. We divided the samples into high-TMB and low-TMB groups. A higher TMB level indicated improved overall survival (OS) and was associated with early pathological stages. One hundred and nine differentially expressed genes (DEGs) were identified in HCC. Moreover, based on four hub TMB-related signatures, we constructed a TMB Prognostic model (TMBPM) that possessed good predictive value with area under curve (AUC) of 0.701. HCC patients with higher TMBPM scores showed worse OS outcomes (p < 0.0001). Moreover, DCs subsets not only revealed higher infiltrating abundance in the high-TMB group, but also correlated with worse OS and hazard risk for high-TMB patients in HCC. Meanwhile, CD8+ T cells and B cells were associated with improved survival outcomes. In sum, high TMB indicates good prognosis for HCC and promotes HCC immune infiltration. Hence, DCs and the four hub TMB-related signatures can be used for predicting the prognosis in HCC as supplements to TMB. Impact Journals 2021-04-04 /pmc/articles/PMC8109113/ /pubmed/33820866 http://dx.doi.org/10.18632/aging.202811 Text en Copyright: © 2021 Liu et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Liu, Shaoqing
Tang, Qianjie
Huang, Jianwen
Zhan, Meixiao
Zhao, Wei
Yang, Xiangyu
Li, Yong
Qiu, Lige
Zhang, Fujun
Lu, Ligong
He, Xu
Prognostic analysis of tumor mutation burden and immune infiltration in hepatocellular carcinoma based on TCGA data
title Prognostic analysis of tumor mutation burden and immune infiltration in hepatocellular carcinoma based on TCGA data
title_full Prognostic analysis of tumor mutation burden and immune infiltration in hepatocellular carcinoma based on TCGA data
title_fullStr Prognostic analysis of tumor mutation burden and immune infiltration in hepatocellular carcinoma based on TCGA data
title_full_unstemmed Prognostic analysis of tumor mutation burden and immune infiltration in hepatocellular carcinoma based on TCGA data
title_short Prognostic analysis of tumor mutation burden and immune infiltration in hepatocellular carcinoma based on TCGA data
title_sort prognostic analysis of tumor mutation burden and immune infiltration in hepatocellular carcinoma based on tcga data
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8109113/
https://www.ncbi.nlm.nih.gov/pubmed/33820866
http://dx.doi.org/10.18632/aging.202811
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