A Novel Cell-Free DNA Fragmentomic Assay and Its Application for Monitoring Disease Progression in Real Time for Stage IV Cancer Patients

<b>Background/Objectives</b>: Conventional imaging assesses therapy response in stage IV solid-tumor patients in 8- to 12-week intervals, delaying detection of non-responders. We evaluated a quantitative PCR (qPCR) assay that interrogates size-distributed cell-free DNA (cfDNA) fragments to provide earlier insights into treatment efficacy. <b>Methods</b>: In this prospective study, 128 patients with metastatic lung, breast, or colorectal cancer provided plasma 12-21 days after the first dose of a new systemic regimen. The qPCR targets multi-copy retrotransposon element fragments of greater than 80 bp, greater than 105 bp, and greater than 265 bp, as well as an internal control. A model integrates these quantities into a Progression Score (PS) ranging from 0 to 100; higher values indicate probable disease progression. <b>Results</b>: The PS model yielded an area under (AUC) the receiver-operating-characteristic (ROC) curve of 0.93 for predicting radiographic progression at first imaging. Scores were strongly bimodal: 92% of patients with PS > 90 progressed, whereas 95% with PS < 10 did not. Intermediate scores (10-90) comprised a mixed cohort. Assay performance was unaffected by tumor genomic profile. <b>Conclusions</b>: This cfDNA-based Progression Score (PS) assay enables tumor- and therapy-agnostic, non-invasive monitoring of treatment response as early as two weeks after initiation. By flagging ineffective regimens well before standard imaging, the test can accelerate clinical decision-making, reduce exposure to futile therapy, and potentially improve outcomes in stage IV cancer. Early treatment plan changes may also avoid the high costs of ineffective treatments, prevent downstream toxicity-related hospitalizations, and free up limited imaging and infusion-suite capacity-yielding savings for patients, payers, and healthcare systems.

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Publication Details

Journal
Cancers
Published
2025-11-06
DOI
https://doi.org/10.3390/cancers17213583
Primary Topic
Cancer Genomics and Diagnostics
Type
article
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article

A Novel Cell-Free DNA Fragmentomic Assay and Its Application for Monitoring Disease Progression in Real Time for Stage IV Cancer Patients

Hiromi Brown, Patrick Hall, Kevin Knopf, William Haack et al.
Cancers
Cancer Genomics and Diagnostics
article

A Novel Cell-Free DNA Fragmentomic Assay and Its Application for Monitoring Disease Progression in Real Time for Stage IV Cancer Patients

Hiromi Brown, Patrick Hall, Kevin Knopf, William Haack, Sudhir K. Sinha, William D. Shannon
article en

Abstract

<b>Background/Objectives</b>: Conventional imaging assesses therapy response in stage IV solid-tumor patients in 8- to 12-week intervals, delaying detection of non-responders. We evaluated a quantitative PCR (qPCR) assay that interrogates size-distributed cell-free DNA (cfDNA) fragments to provide earlier insights into treatment efficacy. <b>Methods</b>: In this prospective study, 128 patients with metastatic lung, breast, or colorectal cancer provided plasma 12-21 days after the first dose of a new systemic regimen. The qPCR targets multi-copy retrotransposon element fragments of greater than 80 bp, greater than 105 bp, and greater than 265 bp, as well as an internal control. A model integrates these quantities into a Progression Score (PS) ranging from 0 to 100; higher values indicate probable disease progression. <b>Results</b>: The PS model yielded an area under (AUC) the receiver-operating-characteristic (ROC) curve of 0.93 for predicting radiographic progression at first imaging. Scores were strongly bimodal: 92% of patients with PS > 90 progressed, whereas 95% with PS < 10 did not. Intermediate scores (10-90) comprised a mixed cohort. Assay performance was unaffected by tumor genomic profile. <b>Conclusions</b>: This cfDNA-based Progression Score (PS) assay enables tumor- and therapy-agnostic, non-invasive monitoring of treatment response as early as two weeks after initiation. By flagging ineffective regimens well before standard imaging, the test can accelerate clinical decision-making, reduce exposure to futile therapy, and potentially improve outcomes in stage IV cancer. Early treatment plan changes may also avoid the high costs of ineffective treatments, prevent downstream toxicity-related hospitalizations, and free up limited imaging and infusion-suite capacity-yielding savings for patients, payers, and healthcare systems.

CancersVol. 17(21)
Sutter Health (US), Washington University in St. Louis (US), 10X Genomics (United States) (US), BioRankings (United States) (US), InnoGenomics (United States) (US)
Openalex Percentile: Top 59%
Cancer Genomics and Diagnostics
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