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The average copy number variation (CNVA) of chromosome fragments is a potential surrogate for tumor mutational burden in predicting responses to immunotherapy in non‐small‐cell lung cancer
OBJECTIVES: The tumor mutational burden (TMB) is closely related to immunotherapy outcome. However, the cost of TMB detection is extremely high, which limits its use in clinical practice. A new indicator of genomic instability, the average copy number variation (CNVA), calculates the changes of 0.5‐...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7781741/ https://www.ncbi.nlm.nih.gov/pubmed/33425353 http://dx.doi.org/10.1002/cti2.1231 |
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author | Lei, Yuanyuan Zhang, Guochao Zhang, Chaoqi Xue, Liyan Yang, Zhenlin Lu, Zhiliang Huang, Jianbing Zang, Ruochuan Che, Yun Mao, Shuangshuang Fang, Lingling Liu, Chengming Wang, Xinfeng Zheng, Sufei Sun, Nan He, Jie |
author_facet | Lei, Yuanyuan Zhang, Guochao Zhang, Chaoqi Xue, Liyan Yang, Zhenlin Lu, Zhiliang Huang, Jianbing Zang, Ruochuan Che, Yun Mao, Shuangshuang Fang, Lingling Liu, Chengming Wang, Xinfeng Zheng, Sufei Sun, Nan He, Jie |
author_sort | Lei, Yuanyuan |
collection | PubMed |
description | OBJECTIVES: The tumor mutational burden (TMB) is closely related to immunotherapy outcome. However, the cost of TMB detection is extremely high, which limits its use in clinical practice. A new indicator of genomic instability, the average copy number variation (CNVA), calculates the changes of 0.5‐Mb chromosomal fragments and requires extremely low sequencing depth. METHODS: In this study, 50 samples (23 of which were from patients who received immunotherapy) were subjected to low‐depth (10X) chromosome sequencing on the MGI platform. CNVA was calculated by the formula avg (abs (copy number‐2)). In addition, CNVA and TMB were compared with regard to their ability to predict immune infiltration in 509 patients from TCGA. RESULTS: The high‐CNVA group had higher expression levels of PD‐L1, CD39 and CD19 and a higher degree of infiltration of CD8(+) T cells and CD3 (+) T cells. Among the 23 patients treated with immunotherapy, the average CNVA value of the stable disease/partial response group was higher than that of the progressive disease group (P < 0.05). Whole‐genome sequencing data of 509 patients from TCGA and RT‐PCR results of 22 frozen specimens showed that CNVA is more effective than TMB in indicating infiltration of CD8(+) T cells and expression of PD‐L1, and CNVA also showed a specific positive correlation with TMB (r = 0.2728, P < 0.0001). CONCLUSIONS: Copy number variation can be a good indicator of immune infiltration and immunotherapy efficacy, and with its low cost, it is expected to become a substitute for TMB. |
format | Online Article Text |
id | pubmed-7781741 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77817412021-01-08 The average copy number variation (CNVA) of chromosome fragments is a potential surrogate for tumor mutational burden in predicting responses to immunotherapy in non‐small‐cell lung cancer Lei, Yuanyuan Zhang, Guochao Zhang, Chaoqi Xue, Liyan Yang, Zhenlin Lu, Zhiliang Huang, Jianbing Zang, Ruochuan Che, Yun Mao, Shuangshuang Fang, Lingling Liu, Chengming Wang, Xinfeng Zheng, Sufei Sun, Nan He, Jie Clin Transl Immunology Original Articles OBJECTIVES: The tumor mutational burden (TMB) is closely related to immunotherapy outcome. However, the cost of TMB detection is extremely high, which limits its use in clinical practice. A new indicator of genomic instability, the average copy number variation (CNVA), calculates the changes of 0.5‐Mb chromosomal fragments and requires extremely low sequencing depth. METHODS: In this study, 50 samples (23 of which were from patients who received immunotherapy) were subjected to low‐depth (10X) chromosome sequencing on the MGI platform. CNVA was calculated by the formula avg (abs (copy number‐2)). In addition, CNVA and TMB were compared with regard to their ability to predict immune infiltration in 509 patients from TCGA. RESULTS: The high‐CNVA group had higher expression levels of PD‐L1, CD39 and CD19 and a higher degree of infiltration of CD8(+) T cells and CD3 (+) T cells. Among the 23 patients treated with immunotherapy, the average CNVA value of the stable disease/partial response group was higher than that of the progressive disease group (P < 0.05). Whole‐genome sequencing data of 509 patients from TCGA and RT‐PCR results of 22 frozen specimens showed that CNVA is more effective than TMB in indicating infiltration of CD8(+) T cells and expression of PD‐L1, and CNVA also showed a specific positive correlation with TMB (r = 0.2728, P < 0.0001). CONCLUSIONS: Copy number variation can be a good indicator of immune infiltration and immunotherapy efficacy, and with its low cost, it is expected to become a substitute for TMB. John Wiley and Sons Inc. 2021-01-04 /pmc/articles/PMC7781741/ /pubmed/33425353 http://dx.doi.org/10.1002/cti2.1231 Text en © 2021 The Authors. Clinical & Translational Immunology published by John Wiley & Sons Australia, Ltd on behalf of Australian and New Zealand Society for Immunology, Inc. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Articles Lei, Yuanyuan Zhang, Guochao Zhang, Chaoqi Xue, Liyan Yang, Zhenlin Lu, Zhiliang Huang, Jianbing Zang, Ruochuan Che, Yun Mao, Shuangshuang Fang, Lingling Liu, Chengming Wang, Xinfeng Zheng, Sufei Sun, Nan He, Jie The average copy number variation (CNVA) of chromosome fragments is a potential surrogate for tumor mutational burden in predicting responses to immunotherapy in non‐small‐cell lung cancer |
title | The average copy number variation (CNVA) of chromosome fragments is a potential surrogate for tumor mutational burden in predicting responses to immunotherapy in non‐small‐cell lung cancer |
title_full | The average copy number variation (CNVA) of chromosome fragments is a potential surrogate for tumor mutational burden in predicting responses to immunotherapy in non‐small‐cell lung cancer |
title_fullStr | The average copy number variation (CNVA) of chromosome fragments is a potential surrogate for tumor mutational burden in predicting responses to immunotherapy in non‐small‐cell lung cancer |
title_full_unstemmed | The average copy number variation (CNVA) of chromosome fragments is a potential surrogate for tumor mutational burden in predicting responses to immunotherapy in non‐small‐cell lung cancer |
title_short | The average copy number variation (CNVA) of chromosome fragments is a potential surrogate for tumor mutational burden in predicting responses to immunotherapy in non‐small‐cell lung cancer |
title_sort | average copy number variation (cnva) of chromosome fragments is a potential surrogate for tumor mutational burden in predicting responses to immunotherapy in non‐small‐cell lung cancer |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7781741/ https://www.ncbi.nlm.nih.gov/pubmed/33425353 http://dx.doi.org/10.1002/cti2.1231 |
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