TY - JOUR
T1 - Metastatic Colorectal Cancer Treatment Response Evaluation by Ultra-Deep Sequencing of Cell-Free DNA and Matched White Blood Cells
AU - van 't Erve, Iris
AU - Medina, Jamie E.
AU - Leal, Alessandro
AU - Papp, Eniko
AU - Phallen, Jillian
AU - Adleff, Vilmos
AU - Chiao, Elaine Jiayuee
AU - Arun, Adith S.
AU - Bolhuis, Karen
AU - Simmons, John K.
AU - Karandikar, Aanavi
AU - Valkenburg, Kenneth C.
AU - Sausen, Mark
AU - Angiuoli, Samuel V.
AU - Scharpf, Robert B.
AU - Punt, Cornelis J.A.
AU - Meijer, Gerrit A.
AU - Velculescu, Victor E.
AU - Fijneman, Remond J.A.
N1 - Funding Information:
A. Leal reports other support from Delfi Diagnostics, Inc. outside the submitted work; in addition, A. Leal is an inventor on patent applications submitted by Johns Hopkins University related to cell-free DNA for cancer detection and is a co-founder of Delfi Diagnostics. Under a license agreement between Delfi Diagnostics and Johns Hopkins University, A. Leal and Johns Hopkins University are entitled to royalty distributions related to technology developed at Johns Hopkins University. In addition, A. Leal owns stock in Delfi Diagnostics. J. Phallen reports other support from Delfi Diagnostics during the conduct of the study; in addition, J. Phallen has a patent for cell-free DNA for assessing and/or treating cancer pending, licensed, and with royalties paid from Delfi Diagnostics. V. Adleff reports personal fees from Delfi Diagnostics Inc. outside the submitted work; in addition, V. Adleff has a patent for cell-free DNA for assessing and/or treating cancer and related patents pending, issued, licensed, and with royalties paid from Delfi Diagnostics Inc. J.K. Simmons reports other support from Personal Genome Diagnostics and Natera during the conduct of the study. M. Sausen reports other support from Labcorp outside the submitted work. R.B. Scharpf reports grants and personal fees from Delfi Diagnostics outside the submitted work; in addition, R.B. Scharpf has a patent for US2022-0325343 licensed to Delfi Diagnostics. R.B. Scharpf is a founder of and holds equity in Delfi Diagnostics and also serves as the head of data science; this arrangement has been reviewed and approved by Johns Hopkins University in accordance with its conflict of interest policies. G.A. Meijer reports grants from SU2C/Dutch Cancer Society during the conduct of the study as well as other support from Hartwig Medical Foundation, Sysmex, and Exact Sciences and grants from CZ Health Insurance outside the submitted work; in addition, G.A. Meijer has several patents pending for protein biomarkers for detection of colorectal cancer issued and licensed to CRCbioscreen BV and is co-founder and board member (CSO) of CRCbioscreen BV. G.A. Meijer has research collaborations with Exact Sciences, Sysmex, Sentinel Ch. SpA, Personal Genome Diagnostics (PGDX), Delfi, and Hartwig Medical Foundation; these companies provide materials, equipment, and/or sample/genomic analyses. V.E. Velculescu reports grants, personal fees, and other support from Delfi Diagnostics during the conduct of the study as well as other support from Viron Therapeutics and Epitope outside the submitted work; in addition, V.E. Velculescu has patents and patent applications related to noninvasive detection of cancer pending, issued, licensed, and with royalties paid from PGDx and Delfi Diagnostics. V.E. Velculescu is a founder of Delfi Diagnostics, serves on the board of directors and as a consultant for this organization, and owns Delfi Diagnostics stock, which is subject to certain restrictions under university policy. In addition, Johns Hopkins University owns equity in Delfi Diagnostics. V.E. Velculescu divested his equity in Personal Genome Diagnostics (PGDx) to LabCorp in February 2022. V.E. Velculescu is an inventor on patent applications submitted by Johns Hopkins University related to cancer genomic analyses and cell-free DNA for cancer detection that have been licensed to one or more entities, including Delfi Diagnostics, LabCorp, Qiagen, Sysmex, Agios, Genzyme, Esoterix, Ventana, and ManaT Bio. Under the terms of these license agreements, the university and inventors are entitled to fees and royalty distributions. V.E. Velculescu is an advisor to Viron Therapeutics and Epitope; these arrangements have been reviewed and approved by Johns Hopkins University in accordance with its conflict-of-interest policies. R.J.A. Fijneman reports grants from Dutch Cancer Society, Stand Up to Cancer–Dutch Cancer Society International Translational Cancer Research Dream Team, and other support from Personal Genome Diagnostics during the conduct of the study as well as grants and other support from Personal Genome Diagnostics, Delfi Diagnostics, and
Funding Information:
Cergentis BV; grants from Merck BV; and other support from Pacific Biosciences outside the submitted work; in addition, R.J. Fijneman has a patent for P127799EP00 pending, a patent for WO2021015619A1 pending, and a patent for EP3631453A1 pending. No disclosures were reported by the other authors.
Funding Information:
This work was funded in part by the Dutch Cancer Society grant 10438, Stand Up to Cancer–Dutch Cancer Society International Translational Cancer Research Dream Team Grant SU2C-AACR-DT1415, The Mark Foundation for Cancer Research, Dr. Miriam and Sheldon G. Adelson Medical Research Foundation, The Gray Foundation, The Commonwealth Foundation, Cole Foundation, and U.S. NIH grants CA121113, CA006973, and CA233259.
Publisher Copyright:
© 2022 The Authors.
PY - 2023/3/1
Y1 - 2023/3/1
N2 - Purpose: Circulating tumor DNA (ctDNA) has the potential to guide therapy selection and monitor treatment response in patients with metastatic cancer. However, germline and clonal hematopoiesis- associated alterations can confound identification of tumorspecific mutations in cell-free DNA (cfDNA), often requiring additional sequencing of tumor tissue. The current study assessed whether ctDNA-based treatment response monitoring could be performed in a tumor tissue-independent manner by combining ultra-deep targeted sequencing analyses of cfDNA with patientmatched white blood cell (WBC)-derived DNA. Experimental Design: In total, 183 cfDNA and 49WBCsamples, along with 28 tissue samples, from 52 patients with metastatic colorectal cancer participating in the prospective phase III CAIRO5 clinical trial were analyzed using an ultra-deep targeted sequencing liquid biopsy assay. Results: The combined cfDNA and WBC analysis prevented false-positives due to germline or hematopoietic variants in 40% of patients. Patient-matched tumor tissue sequencing did not provide additional information. Longitudinal analyses of ctDNA were more predictive of overall survival than standard-of-care radiological response evaluation. ctDNA mutations related to primary or acquired resistance to panitumumab were identified in 42% of patients. Conclusions: Accurate calling of ctDNA mutations for treatment response monitoring is feasible in a tumor tissue-independent manner by combined cfDNA and patient-matched WBC genomic DNA analysis. This tissue biopsy-independent approach simplifies sample logistics and facilitates the application of liquid biopsy ctDNA testing for evaluation of emerging therapy resistance, opening new avenues for early adaptation of treatment regimens.
AB - Purpose: Circulating tumor DNA (ctDNA) has the potential to guide therapy selection and monitor treatment response in patients with metastatic cancer. However, germline and clonal hematopoiesis- associated alterations can confound identification of tumorspecific mutations in cell-free DNA (cfDNA), often requiring additional sequencing of tumor tissue. The current study assessed whether ctDNA-based treatment response monitoring could be performed in a tumor tissue-independent manner by combining ultra-deep targeted sequencing analyses of cfDNA with patientmatched white blood cell (WBC)-derived DNA. Experimental Design: In total, 183 cfDNA and 49WBCsamples, along with 28 tissue samples, from 52 patients with metastatic colorectal cancer participating in the prospective phase III CAIRO5 clinical trial were analyzed using an ultra-deep targeted sequencing liquid biopsy assay. Results: The combined cfDNA and WBC analysis prevented false-positives due to germline or hematopoietic variants in 40% of patients. Patient-matched tumor tissue sequencing did not provide additional information. Longitudinal analyses of ctDNA were more predictive of overall survival than standard-of-care radiological response evaluation. ctDNA mutations related to primary or acquired resistance to panitumumab were identified in 42% of patients. Conclusions: Accurate calling of ctDNA mutations for treatment response monitoring is feasible in a tumor tissue-independent manner by combined cfDNA and patient-matched WBC genomic DNA analysis. This tissue biopsy-independent approach simplifies sample logistics and facilitates the application of liquid biopsy ctDNA testing for evaluation of emerging therapy resistance, opening new avenues for early adaptation of treatment regimens.
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U2 - 10.1158/1078-0432.CCR-22-2538
DO - 10.1158/1078-0432.CCR-22-2538
M3 - Article
C2 - 36534496
AN - SCOPUS:85146862348
SN - 1078-0432
VL - 29
SP - 899
EP - 909
JO - Clinical Cancer Research
JF - Clinical Cancer Research
IS - 5
ER -