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Molecular evolutionary process of advanced gastric cancer during sequential chemotherapy detected by circulating tumor DNA
BACKGROUND: Efficacy of conventional sequential chemotherapy paradigm for advanced gastric cancer (AGC) patients has largely plateaued. Dynamic molecular changes during and after sequential chemotherapy have not been fully delineated. We aimed to profile the molecular evolutionary process of AGC pat...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9373478/ https://www.ncbi.nlm.nih.gov/pubmed/35962408 http://dx.doi.org/10.1186/s12967-022-03567-5 |
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author | Xi, Wenqi Zhou, Chenfei Xu, Fei Sun, Debin Wang, Shengzhou Chen, Yawei Ji, Jun Ma, Tao Wu, Junwei Shangguan, Chengfang Zhu, Zhenggang Zhang, Jun |
author_facet | Xi, Wenqi Zhou, Chenfei Xu, Fei Sun, Debin Wang, Shengzhou Chen, Yawei Ji, Jun Ma, Tao Wu, Junwei Shangguan, Chengfang Zhu, Zhenggang Zhang, Jun |
author_sort | Xi, Wenqi |
collection | PubMed |
description | BACKGROUND: Efficacy of conventional sequential chemotherapy paradigm for advanced gastric cancer (AGC) patients has largely plateaued. Dynamic molecular changes during and after sequential chemotherapy have not been fully delineated. We aimed to profile the molecular evolutionary process of AGC patients during sequential chemotherapy by next generation sequencing (NGS) of plasma circulating tumor DNA (ctDNA). METHODS: A total of 30 chemo-naïve patients who were diagnosed with unresectable advanced or metastatic stomach adenocarcinoma were enrolled. All patients received sequential chemotherapy regimens following the clinical guideline. One hundred and eight serial peripheral blood samples were collected at baseline, radiographical assessment and disease progression. Plasma ctDNA was isolated and a customized NGS panel was used to detect the genomic features of ctDNA including single nucleotide variants (SNVs) and gene-level copy number variations (CNVs). KEGG pathway enrichment analysis was performed. RESULTS: Platinum-based combination chemotherapy was administrated as first-line regimen. Objective response rate was 50% (15/30). Patients with higher baseline values of copy number instability (CNI), CNVs and variant allel frequency (VAF) were more sensitive to platinum-based first-line regimens. Tumor mutation burden (TMB), CNI and CNV burden at partial response and stable disease were significantly lower than those at baseline, where at progressive disease they recovered to baseline levels. Dynamic change of TMB (ΔTMB) was correlated with progression-free survival of first-line treatment. Fluctuating changes of SNVs and gene-level CNVs could be observed during sequential chemotherapy. Under the pressure of conventional chemotherapy, the number of novel gene-level CNVs were found to be higher than that of novel SNVs. Such novel molecular alterations could be enriched into multiple common oncologic signaling pathways, including EGFR tyrosine kinase inhibitor resistance and platinum drug resistance pathways, where their distributions were found to be highly heterogenous among patients. The impact of subsequent regimens, including paclitaxel-based and irinotecan-based regimens, on the molecular changes driven by first-line therapy was subtle. CONCLUSION: Baseline and dynamic changes of genomic features of ctDNA could be biomarkers for predicting response of platinum-based first-line chemotherapy in AGC patients. After treatment with standard chemotherapy regimens, convergent oncologic pathway enrichment was identified, which is yet characterized by inter-patient heterogenous gene-level CNVs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-022-03567-5. |
format | Online Article Text |
id | pubmed-9373478 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-93734782022-08-13 Molecular evolutionary process of advanced gastric cancer during sequential chemotherapy detected by circulating tumor DNA Xi, Wenqi Zhou, Chenfei Xu, Fei Sun, Debin Wang, Shengzhou Chen, Yawei Ji, Jun Ma, Tao Wu, Junwei Shangguan, Chengfang Zhu, Zhenggang Zhang, Jun J Transl Med Research BACKGROUND: Efficacy of conventional sequential chemotherapy paradigm for advanced gastric cancer (AGC) patients has largely plateaued. Dynamic molecular changes during and after sequential chemotherapy have not been fully delineated. We aimed to profile the molecular evolutionary process of AGC patients during sequential chemotherapy by next generation sequencing (NGS) of plasma circulating tumor DNA (ctDNA). METHODS: A total of 30 chemo-naïve patients who were diagnosed with unresectable advanced or metastatic stomach adenocarcinoma were enrolled. All patients received sequential chemotherapy regimens following the clinical guideline. One hundred and eight serial peripheral blood samples were collected at baseline, radiographical assessment and disease progression. Plasma ctDNA was isolated and a customized NGS panel was used to detect the genomic features of ctDNA including single nucleotide variants (SNVs) and gene-level copy number variations (CNVs). KEGG pathway enrichment analysis was performed. RESULTS: Platinum-based combination chemotherapy was administrated as first-line regimen. Objective response rate was 50% (15/30). Patients with higher baseline values of copy number instability (CNI), CNVs and variant allel frequency (VAF) were more sensitive to platinum-based first-line regimens. Tumor mutation burden (TMB), CNI and CNV burden at partial response and stable disease were significantly lower than those at baseline, where at progressive disease they recovered to baseline levels. Dynamic change of TMB (ΔTMB) was correlated with progression-free survival of first-line treatment. Fluctuating changes of SNVs and gene-level CNVs could be observed during sequential chemotherapy. Under the pressure of conventional chemotherapy, the number of novel gene-level CNVs were found to be higher than that of novel SNVs. Such novel molecular alterations could be enriched into multiple common oncologic signaling pathways, including EGFR tyrosine kinase inhibitor resistance and platinum drug resistance pathways, where their distributions were found to be highly heterogenous among patients. The impact of subsequent regimens, including paclitaxel-based and irinotecan-based regimens, on the molecular changes driven by first-line therapy was subtle. CONCLUSION: Baseline and dynamic changes of genomic features of ctDNA could be biomarkers for predicting response of platinum-based first-line chemotherapy in AGC patients. After treatment with standard chemotherapy regimens, convergent oncologic pathway enrichment was identified, which is yet characterized by inter-patient heterogenous gene-level CNVs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-022-03567-5. BioMed Central 2022-08-12 /pmc/articles/PMC9373478/ /pubmed/35962408 http://dx.doi.org/10.1186/s12967-022-03567-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Xi, Wenqi Zhou, Chenfei Xu, Fei Sun, Debin Wang, Shengzhou Chen, Yawei Ji, Jun Ma, Tao Wu, Junwei Shangguan, Chengfang Zhu, Zhenggang Zhang, Jun Molecular evolutionary process of advanced gastric cancer during sequential chemotherapy detected by circulating tumor DNA |
title | Molecular evolutionary process of advanced gastric cancer during sequential chemotherapy detected by circulating tumor DNA |
title_full | Molecular evolutionary process of advanced gastric cancer during sequential chemotherapy detected by circulating tumor DNA |
title_fullStr | Molecular evolutionary process of advanced gastric cancer during sequential chemotherapy detected by circulating tumor DNA |
title_full_unstemmed | Molecular evolutionary process of advanced gastric cancer during sequential chemotherapy detected by circulating tumor DNA |
title_short | Molecular evolutionary process of advanced gastric cancer during sequential chemotherapy detected by circulating tumor DNA |
title_sort | molecular evolutionary process of advanced gastric cancer during sequential chemotherapy detected by circulating tumor dna |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9373478/ https://www.ncbi.nlm.nih.gov/pubmed/35962408 http://dx.doi.org/10.1186/s12967-022-03567-5 |
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