Cargando…
Optimizing the number of variants tracked to follow disease burden with circulating tumor DNA assays in metastatic colorectal cancer
BACKGROUND: The number of somatic mutations detectable in circulating tumor DNA (ctDNA) is highly heterogeneous in metastatic colorectal cancer (mCRC). The optimal number of mutations required to assess disease kinetics is relevant and remains poorly understood. OBJECTIVES: To determine whether incr...
Autores principales: | , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10302520/ https://www.ncbi.nlm.nih.gov/pubmed/37389190 http://dx.doi.org/10.1177/17588359231183682 |
_version_ | 1785065063904706560 |
---|---|
author | Boutin, Mélina Topham, James T. Feilotter, Harriet Kennecke, Hagen F. Couture, Félix Harb, Mohammed Kavan, Peter Berry, Scott Lim, Howard J. Goffin, John R. Ahmad, Chaudhary Lott, Anthony Renouf, Daniel J. Jonker, Derek J. Tu, Dongsheng O’Callaghan, Chris J. Chen, Eric X. Loree, Jonathan M. |
author_facet | Boutin, Mélina Topham, James T. Feilotter, Harriet Kennecke, Hagen F. Couture, Félix Harb, Mohammed Kavan, Peter Berry, Scott Lim, Howard J. Goffin, John R. Ahmad, Chaudhary Lott, Anthony Renouf, Daniel J. Jonker, Derek J. Tu, Dongsheng O’Callaghan, Chris J. Chen, Eric X. Loree, Jonathan M. |
author_sort | Boutin, Mélina |
collection | PubMed |
description | BACKGROUND: The number of somatic mutations detectable in circulating tumor DNA (ctDNA) is highly heterogeneous in metastatic colorectal cancer (mCRC). The optimal number of mutations required to assess disease kinetics is relevant and remains poorly understood. OBJECTIVES: To determine whether increasing panel breadth (the number of tracked variants in a ctDNA assay) would alter the sensitivity in detecting ctDNA in patients with mCRC. DESIGN: We used archival tissue sequencing to perform an in silico assessment of the optimal number of tracked mutations to detect and monitor disease kinetics in mCRC using sequencing data from the Canadian Cancer Trials Group CO.26 trial. METHODS: For each patient, 1, 2, 4, 8, 12, or 16 of the most clonal (highest variant allele frequency) somatic variants were selected from archival tissue-based whole-exome sequencing and assessed for the proportion of variants detected in matched ctDNA at baseline, week 8, and progression timepoints. RESULTS: Data from 110 patients were analyzed. Genes most frequently encountered among the top four highest VAF variants in archival tissue were TP53 (51.9% of patients), APC (43.3%), KRAS (42.3%), and SMAD4 (9.6%). While the frequency of detecting at least one tracked variant increased when expanding beyond variant pool sizes of 1 and 2 in baseline (p = 0.0030) and progression (p = 0.0030) ctDNA samples, we observed no significant benefit to increases in variant pool size past four variants in any of the ctDNA timepoints (p < 0.05). CONCLUSION: While increasing panel breadth beyond two tracked variants improved variant re-detection in ctDNA samples from patients with treatment refractory mCRC, increases beyond four tracked variants yielded no significant improvement in variant re-detection. |
format | Online Article Text |
id | pubmed-10302520 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-103025202023-06-29 Optimizing the number of variants tracked to follow disease burden with circulating tumor DNA assays in metastatic colorectal cancer Boutin, Mélina Topham, James T. Feilotter, Harriet Kennecke, Hagen F. Couture, Félix Harb, Mohammed Kavan, Peter Berry, Scott Lim, Howard J. Goffin, John R. Ahmad, Chaudhary Lott, Anthony Renouf, Daniel J. Jonker, Derek J. Tu, Dongsheng O’Callaghan, Chris J. Chen, Eric X. Loree, Jonathan M. Ther Adv Med Oncol Liquid Biopsy in Gastrointestinal Cancers: circulating tumor DNA (ctDNA) and circulating tumor cell (CTC)-based precision oncology BACKGROUND: The number of somatic mutations detectable in circulating tumor DNA (ctDNA) is highly heterogeneous in metastatic colorectal cancer (mCRC). The optimal number of mutations required to assess disease kinetics is relevant and remains poorly understood. OBJECTIVES: To determine whether increasing panel breadth (the number of tracked variants in a ctDNA assay) would alter the sensitivity in detecting ctDNA in patients with mCRC. DESIGN: We used archival tissue sequencing to perform an in silico assessment of the optimal number of tracked mutations to detect and monitor disease kinetics in mCRC using sequencing data from the Canadian Cancer Trials Group CO.26 trial. METHODS: For each patient, 1, 2, 4, 8, 12, or 16 of the most clonal (highest variant allele frequency) somatic variants were selected from archival tissue-based whole-exome sequencing and assessed for the proportion of variants detected in matched ctDNA at baseline, week 8, and progression timepoints. RESULTS: Data from 110 patients were analyzed. Genes most frequently encountered among the top four highest VAF variants in archival tissue were TP53 (51.9% of patients), APC (43.3%), KRAS (42.3%), and SMAD4 (9.6%). While the frequency of detecting at least one tracked variant increased when expanding beyond variant pool sizes of 1 and 2 in baseline (p = 0.0030) and progression (p = 0.0030) ctDNA samples, we observed no significant benefit to increases in variant pool size past four variants in any of the ctDNA timepoints (p < 0.05). CONCLUSION: While increasing panel breadth beyond two tracked variants improved variant re-detection in ctDNA samples from patients with treatment refractory mCRC, increases beyond four tracked variants yielded no significant improvement in variant re-detection. SAGE Publications 2023-06-22 /pmc/articles/PMC10302520/ /pubmed/37389190 http://dx.doi.org/10.1177/17588359231183682 Text en © The Author(s), 2023 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page(https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Liquid Biopsy in Gastrointestinal Cancers: circulating tumor DNA (ctDNA) and circulating tumor cell (CTC)-based precision oncology Boutin, Mélina Topham, James T. Feilotter, Harriet Kennecke, Hagen F. Couture, Félix Harb, Mohammed Kavan, Peter Berry, Scott Lim, Howard J. Goffin, John R. Ahmad, Chaudhary Lott, Anthony Renouf, Daniel J. Jonker, Derek J. Tu, Dongsheng O’Callaghan, Chris J. Chen, Eric X. Loree, Jonathan M. Optimizing the number of variants tracked to follow disease burden with circulating tumor DNA assays in metastatic colorectal cancer |
title | Optimizing the number of variants tracked to follow disease burden with circulating tumor DNA assays in metastatic colorectal cancer |
title_full | Optimizing the number of variants tracked to follow disease burden with circulating tumor DNA assays in metastatic colorectal cancer |
title_fullStr | Optimizing the number of variants tracked to follow disease burden with circulating tumor DNA assays in metastatic colorectal cancer |
title_full_unstemmed | Optimizing the number of variants tracked to follow disease burden with circulating tumor DNA assays in metastatic colorectal cancer |
title_short | Optimizing the number of variants tracked to follow disease burden with circulating tumor DNA assays in metastatic colorectal cancer |
title_sort | optimizing the number of variants tracked to follow disease burden with circulating tumor dna assays in metastatic colorectal cancer |
topic | Liquid Biopsy in Gastrointestinal Cancers: circulating tumor DNA (ctDNA) and circulating tumor cell (CTC)-based precision oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10302520/ https://www.ncbi.nlm.nih.gov/pubmed/37389190 http://dx.doi.org/10.1177/17588359231183682 |
work_keys_str_mv | AT boutinmelina optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT tophamjamest optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT feilotterharriet optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT kenneckehagenf optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT couturefelix optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT harbmohammed optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT kavanpeter optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT berryscott optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT limhowardj optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT goffinjohnr optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT ahmadchaudhary optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT lottanthony optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT renoufdanielj optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT jonkerderekj optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT tudongsheng optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT ocallaghanchrisj optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT chenericx optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer AT loreejonathanm optimizingthenumberofvariantstrackedtofollowdiseaseburdenwithcirculatingtumordnaassaysinmetastaticcolorectalcancer |