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Analysis of mutational and proteomic heterogeneity of gastric cancer suggests an effective pipeline to monitor post-treatment tumor burden using circulating tumor DNA
Circulating tumor DNA (ctDNA) is released from tumor cells into blood in advanced cancer patients. Although gene mutations in individual tumors can be diverse and heterogenous, ctDNA has the potential to provide comprehensive biomarker information. Here, we performed multi-region sampling (three sit...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7540850/ https://www.ncbi.nlm.nih.gov/pubmed/33027286 http://dx.doi.org/10.1371/journal.pone.0239966 |
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author | Sasaki, Noriyuki Iwaya, Takeshi Chiba, Takehiro Fujita, Masashi Ju, Zhenlin Endo, Fumitaka Yaegashi, Mizunori Hachiya, Tsuyoshi Sugimoto, Ryo Sugai, Tamotsu Siwak, Doris R. Liotta, Lance A. Lu, Yiling Mills, Gordon B. Nakagawa, Hidewaki Nishizuka, Satoshi S. |
author_facet | Sasaki, Noriyuki Iwaya, Takeshi Chiba, Takehiro Fujita, Masashi Ju, Zhenlin Endo, Fumitaka Yaegashi, Mizunori Hachiya, Tsuyoshi Sugimoto, Ryo Sugai, Tamotsu Siwak, Doris R. Liotta, Lance A. Lu, Yiling Mills, Gordon B. Nakagawa, Hidewaki Nishizuka, Satoshi S. |
author_sort | Sasaki, Noriyuki |
collection | PubMed |
description | Circulating tumor DNA (ctDNA) is released from tumor cells into blood in advanced cancer patients. Although gene mutations in individual tumors can be diverse and heterogenous, ctDNA has the potential to provide comprehensive biomarker information. Here, we performed multi-region sampling (three sites) per resected specimen from 10 gastric cancer patients followed by targeted sequencing and proteomic profiling using reverse-phase protein arrays. A total of 126 non-synonymous mutations were identified from 30 samples from 10 tumors. Of these, 16 (12.7%) were present in all three regions and were designated as founder mutations. Variant allele frequencies (VAFs) of founder mutations were significantly higher than those of non-founder mutations. Phylogenetic analysis also demonstrated a good concordance between founder and truncal mutations, defined as mutations shared by all simulated clones at the trunk of the tumor phylogenetic tree. These findings led us to prioritize founder mutations for quantitative ctDNA monitoring by digital PCR with individually-designed primer/probe sets. In preoperative plasma, the average ctDNA VAF of founder mutations was significantly higher than that of non-founder mutations (p = 0.039). Proteomic heterogeneity was present across the tumor regions both within and between patients independent of mutational status. Our results suggest that, in practice, mutations having high VAF identified without multi-regional sequencing may be immediately useful for quantitative ctDNA monitoring but do not provide sufficient information to predict the proteomic composition of tumors. |
format | Online Article Text |
id | pubmed-7540850 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-75408502020-10-19 Analysis of mutational and proteomic heterogeneity of gastric cancer suggests an effective pipeline to monitor post-treatment tumor burden using circulating tumor DNA Sasaki, Noriyuki Iwaya, Takeshi Chiba, Takehiro Fujita, Masashi Ju, Zhenlin Endo, Fumitaka Yaegashi, Mizunori Hachiya, Tsuyoshi Sugimoto, Ryo Sugai, Tamotsu Siwak, Doris R. Liotta, Lance A. Lu, Yiling Mills, Gordon B. Nakagawa, Hidewaki Nishizuka, Satoshi S. PLoS One Research Article Circulating tumor DNA (ctDNA) is released from tumor cells into blood in advanced cancer patients. Although gene mutations in individual tumors can be diverse and heterogenous, ctDNA has the potential to provide comprehensive biomarker information. Here, we performed multi-region sampling (three sites) per resected specimen from 10 gastric cancer patients followed by targeted sequencing and proteomic profiling using reverse-phase protein arrays. A total of 126 non-synonymous mutations were identified from 30 samples from 10 tumors. Of these, 16 (12.7%) were present in all three regions and were designated as founder mutations. Variant allele frequencies (VAFs) of founder mutations were significantly higher than those of non-founder mutations. Phylogenetic analysis also demonstrated a good concordance between founder and truncal mutations, defined as mutations shared by all simulated clones at the trunk of the tumor phylogenetic tree. These findings led us to prioritize founder mutations for quantitative ctDNA monitoring by digital PCR with individually-designed primer/probe sets. In preoperative plasma, the average ctDNA VAF of founder mutations was significantly higher than that of non-founder mutations (p = 0.039). Proteomic heterogeneity was present across the tumor regions both within and between patients independent of mutational status. Our results suggest that, in practice, mutations having high VAF identified without multi-regional sequencing may be immediately useful for quantitative ctDNA monitoring but do not provide sufficient information to predict the proteomic composition of tumors. Public Library of Science 2020-10-07 /pmc/articles/PMC7540850/ /pubmed/33027286 http://dx.doi.org/10.1371/journal.pone.0239966 Text en © 2020 Sasaki et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Sasaki, Noriyuki Iwaya, Takeshi Chiba, Takehiro Fujita, Masashi Ju, Zhenlin Endo, Fumitaka Yaegashi, Mizunori Hachiya, Tsuyoshi Sugimoto, Ryo Sugai, Tamotsu Siwak, Doris R. Liotta, Lance A. Lu, Yiling Mills, Gordon B. Nakagawa, Hidewaki Nishizuka, Satoshi S. Analysis of mutational and proteomic heterogeneity of gastric cancer suggests an effective pipeline to monitor post-treatment tumor burden using circulating tumor DNA |
title | Analysis of mutational and proteomic heterogeneity of gastric cancer suggests an effective pipeline to monitor post-treatment tumor burden using circulating tumor DNA |
title_full | Analysis of mutational and proteomic heterogeneity of gastric cancer suggests an effective pipeline to monitor post-treatment tumor burden using circulating tumor DNA |
title_fullStr | Analysis of mutational and proteomic heterogeneity of gastric cancer suggests an effective pipeline to monitor post-treatment tumor burden using circulating tumor DNA |
title_full_unstemmed | Analysis of mutational and proteomic heterogeneity of gastric cancer suggests an effective pipeline to monitor post-treatment tumor burden using circulating tumor DNA |
title_short | Analysis of mutational and proteomic heterogeneity of gastric cancer suggests an effective pipeline to monitor post-treatment tumor burden using circulating tumor DNA |
title_sort | analysis of mutational and proteomic heterogeneity of gastric cancer suggests an effective pipeline to monitor post-treatment tumor burden using circulating tumor dna |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7540850/ https://www.ncbi.nlm.nih.gov/pubmed/33027286 http://dx.doi.org/10.1371/journal.pone.0239966 |
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