Optimizing the number of variants tracked to follow disease burden with circulating tumor DNA assays in metastatic colorectal cancer

Author:

Boutin Mélina1ORCID,Topham James T.2,Feilotter Harriet3,Kennecke Hagen F.4,Couture Félix5,Harb Mohammed6,Kavan Peter7,Berry Scott8,Lim Howard J.9,Goffin John R.10,Ahmad Chaudhary11,Lott Anthony12ORCID,Renouf Daniel J.13,Jonker Derek J.14,Tu Dongsheng3,O’Callaghan Chris J.3,Chen Eric X.15,Loree Jonathan M.16

Affiliation:

1. Division of Medical Oncology, BC Cancer, Vancouver, BC, Canada Centre Intégré de Cancérologie de la Montérégie, Université de Sherbrooke, QC, Canada

2. Pancreas Center BC, Vancouver, BC, Canada

3. Canadian Cancer Trials Group, Queen’s University, Kingston, ON, Canada

4. Providence Cancer Institute, Portland, OR, USA

5. CHU de Québec-Université Laval, QC, Canada

6. Moncton Hospital, Moncton, NB, Canada

7. Segal Cancer Centre, Montreal, QC, Canada

8. Department of Oncology, Queen’s University, Kingston, ON, Canada

9. Division of Medical Oncology, BC Cancer, Vancouver, BC, Canada

10. Juravinski Cancer Centre, Hamilton, ON, Canada

11. Dr. H. Bliss Murphy Cancer Centre, St. John’s, NL, Canada

12. Sunnybrook Health Sciences, Toronto, ON, Canada

13. Division of Medical Oncology, BC Cancer, Vancouver, BC, Canada Pancreas Center BC, Vancouver, BC, Canada

14. The Ottawa Hospital, University of Ottawa, Ottawa, ON, Canada

15. Princess Margaret Cancer Centre, Toronto, ON, Canada

16. Division of Medical Oncology, BC Cancer, 600 West 10th Avenue, Vancouver, BC V5Z 4E6, Canada

Abstract

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.

Funder

BC Cancer Foundation

Publisher

SAGE Publications

Subject

Oncology

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3