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The correlations of tumor mutational burden among single-region tissue, multi-region tissues and blood in non-small cell lung cancer
High-level tissue tumor mutational burden (tTMB) or blood TMB (bTMB) are associated with better response of immunotherapy in non-small cell lung cancer (NSCLC) patients. However, the correlations of single-region tTMB, multi-region tTMB and bTMB remain to be determined. Moreover, whether intratumor...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6448263/ https://www.ncbi.nlm.nih.gov/pubmed/30944026 http://dx.doi.org/10.1186/s40425-019-0581-5 |
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author | Zhang, Yaxiong Chang, Lianpeng Yang, Yunpeng Fang, Wenfeng Guan, Yanfang Wu, Aiwei Hong, Shaodong Zhou, Huaqiang Chen, Gang Chen, Xi Zhao, Shen Zheng, Qiufan Pan, Hui Zhang, Lanjun Long, Hao Yang, Haoxian Wang, Xin Wen, Zhesheng Wang, Junye Yang, Hong Xia, Xuefeng Zhao, Yuanyuan Hou, Xue Ma, Yuxiang Zhou, Ting Zhang, Zhonghan Zhan, Jianhua Huang, Yan Zhao, Hongyun Zhou, Ningning Yi, Xin Zhang, Li |
author_facet | Zhang, Yaxiong Chang, Lianpeng Yang, Yunpeng Fang, Wenfeng Guan, Yanfang Wu, Aiwei Hong, Shaodong Zhou, Huaqiang Chen, Gang Chen, Xi Zhao, Shen Zheng, Qiufan Pan, Hui Zhang, Lanjun Long, Hao Yang, Haoxian Wang, Xin Wen, Zhesheng Wang, Junye Yang, Hong Xia, Xuefeng Zhao, Yuanyuan Hou, Xue Ma, Yuxiang Zhou, Ting Zhang, Zhonghan Zhan, Jianhua Huang, Yan Zhao, Hongyun Zhou, Ningning Yi, Xin Zhang, Li |
author_sort | Zhang, Yaxiong |
collection | PubMed |
description | High-level tissue tumor mutational burden (tTMB) or blood TMB (bTMB) are associated with better response of immunotherapy in non-small cell lung cancer (NSCLC) patients. However, the correlations of single-region tTMB, multi-region tTMB and bTMB remain to be determined. Moreover, whether intratumor heterogeneity (ITH) has impact on TMB should be clarified. We collected multi-region tumor tissues with matched blood from 32 operative NSCLC and evaluated single-region tTMB, multi-region tTMB and bTMB through a 1021-gene panel sequencing. TMB of > 9 mutations/Mb was classified as high. Besides, we used tTMB fold-change to evaluate the influence of the enrolled region number on tTMB. We found both of single-region tTMB and bTMB showed strong correlations with multi-region tTMB, while the former correlated better (Pearson r = 0.94, P = 2E-84; Pearson r = 0.47, P = 0.0067). It showed extremely high specificity (100%) but low sensitivity (43%) when using bTMB to define TMB-high patients, while most false-negative predictions were in early-stage patients. Compared to single region, we found significantly enhanced tTMB fold-change if taking multi-regions for consideration. However, it showed insignificant tTMB fold-change increase if the included regions’ number more than three. Moreover, ITH-high patients had significantly higher tTMB fold-change compared with ITH-low patients (2.32 vs. 1.02, P = 8.879e-05). The conversion rate of tTMB level (tTMB-low to tTMB-high) was numerically higher in ITH-high group than that in ITH-low group (16.67% vs. 3.84%). In summary, single-region tTMB has stronger correlation with multi-region tTMB compared with bTMB. ITH has an impact on tTMB, especially in high-level ITH patients. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40425-019-0581-5) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6448263 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-64482632019-04-15 The correlations of tumor mutational burden among single-region tissue, multi-region tissues and blood in non-small cell lung cancer Zhang, Yaxiong Chang, Lianpeng Yang, Yunpeng Fang, Wenfeng Guan, Yanfang Wu, Aiwei Hong, Shaodong Zhou, Huaqiang Chen, Gang Chen, Xi Zhao, Shen Zheng, Qiufan Pan, Hui Zhang, Lanjun Long, Hao Yang, Haoxian Wang, Xin Wen, Zhesheng Wang, Junye Yang, Hong Xia, Xuefeng Zhao, Yuanyuan Hou, Xue Ma, Yuxiang Zhou, Ting Zhang, Zhonghan Zhan, Jianhua Huang, Yan Zhao, Hongyun Zhou, Ningning Yi, Xin Zhang, Li J Immunother Cancer Short Report High-level tissue tumor mutational burden (tTMB) or blood TMB (bTMB) are associated with better response of immunotherapy in non-small cell lung cancer (NSCLC) patients. However, the correlations of single-region tTMB, multi-region tTMB and bTMB remain to be determined. Moreover, whether intratumor heterogeneity (ITH) has impact on TMB should be clarified. We collected multi-region tumor tissues with matched blood from 32 operative NSCLC and evaluated single-region tTMB, multi-region tTMB and bTMB through a 1021-gene panel sequencing. TMB of > 9 mutations/Mb was classified as high. Besides, we used tTMB fold-change to evaluate the influence of the enrolled region number on tTMB. We found both of single-region tTMB and bTMB showed strong correlations with multi-region tTMB, while the former correlated better (Pearson r = 0.94, P = 2E-84; Pearson r = 0.47, P = 0.0067). It showed extremely high specificity (100%) but low sensitivity (43%) when using bTMB to define TMB-high patients, while most false-negative predictions were in early-stage patients. Compared to single region, we found significantly enhanced tTMB fold-change if taking multi-regions for consideration. However, it showed insignificant tTMB fold-change increase if the included regions’ number more than three. Moreover, ITH-high patients had significantly higher tTMB fold-change compared with ITH-low patients (2.32 vs. 1.02, P = 8.879e-05). The conversion rate of tTMB level (tTMB-low to tTMB-high) was numerically higher in ITH-high group than that in ITH-low group (16.67% vs. 3.84%). In summary, single-region tTMB has stronger correlation with multi-region tTMB compared with bTMB. ITH has an impact on tTMB, especially in high-level ITH patients. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40425-019-0581-5) contains supplementary material, which is available to authorized users. BioMed Central 2019-04-03 /pmc/articles/PMC6448263/ /pubmed/30944026 http://dx.doi.org/10.1186/s40425-019-0581-5 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Short Report Zhang, Yaxiong Chang, Lianpeng Yang, Yunpeng Fang, Wenfeng Guan, Yanfang Wu, Aiwei Hong, Shaodong Zhou, Huaqiang Chen, Gang Chen, Xi Zhao, Shen Zheng, Qiufan Pan, Hui Zhang, Lanjun Long, Hao Yang, Haoxian Wang, Xin Wen, Zhesheng Wang, Junye Yang, Hong Xia, Xuefeng Zhao, Yuanyuan Hou, Xue Ma, Yuxiang Zhou, Ting Zhang, Zhonghan Zhan, Jianhua Huang, Yan Zhao, Hongyun Zhou, Ningning Yi, Xin Zhang, Li The correlations of tumor mutational burden among single-region tissue, multi-region tissues and blood in non-small cell lung cancer |
title | The correlations of tumor mutational burden among single-region tissue, multi-region tissues and blood in non-small cell lung cancer |
title_full | The correlations of tumor mutational burden among single-region tissue, multi-region tissues and blood in non-small cell lung cancer |
title_fullStr | The correlations of tumor mutational burden among single-region tissue, multi-region tissues and blood in non-small cell lung cancer |
title_full_unstemmed | The correlations of tumor mutational burden among single-region tissue, multi-region tissues and blood in non-small cell lung cancer |
title_short | The correlations of tumor mutational burden among single-region tissue, multi-region tissues and blood in non-small cell lung cancer |
title_sort | correlations of tumor mutational burden among single-region tissue, multi-region tissues and blood in non-small cell lung cancer |
topic | Short Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6448263/ https://www.ncbi.nlm.nih.gov/pubmed/30944026 http://dx.doi.org/10.1186/s40425-019-0581-5 |
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