Observational studyCancer2026
Preclinical circulating tumor DNA shedding duration and prognostic implications of modeling 3669 patients with cancer in the American Cancer Society Cancer Prevention Study-3 and Circulating Cell-Free Genome Atlas Substudy 3.
Observational study in Cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02889978 (The Circulating Cell-free Genome Atlas Study), which is not on this map. Cited by 7 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
The Circulating Cell-free Genome Atlas Study
Who cites it
7 citing papers in PubMed.
- Modeled Sojourn Time and Sensitivity for Detecting Preclinical Cancers Retrospectively by a Multicancer Early Detection Test.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026Article
- Should Multi-Cancer Early Detection Testing Replace Guideline-Recommended Colorectal Cancer Screening? A Comparative Modeling Analysis.medRxiv : the preprint server for health sciences · 2026Article
- Article
- Impact of Population Cancer Risk on the Cost-effectiveness of Multicancer Early Detection Testing in the United States.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2025Article
- Real-world data and clinical experience from over 100,000 multi-cancer early detection tests.Nature communications · 2025Article
- Article
- Modeled Benefit of Individual Cancer Signal Origin Prediction for Multi-Cancer Early Detection.Cancer research communications · 2025Article
Corrections and comments
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Authors and funding
12 authors.
Funding
Abstract
introductionPrevious studies have estimated the mean sojourn and dwell times within stages for commonly screened cancer types. However, little is known about the preclinical detection window of circulating tumor DNA (ctDNA) (ie, ctDNA positivity), which is important for understanding multicancer early detection.
methodsThe duration of preclinical detectability and prognostic value of ctDNA detection was estimated from patients with cancer in two biobank studies: CPS-3, where cancer was diagnosed (n = 1064) within 3 years of a prior blood draw (2006-2013), and CCGA3 (NCT02889978), with a blood draw (2016-2019) concurrent with clinical diagnosis (n = 2604). To infer these quantities, Bayesian models were used for detection rates as a function of time, as well as to infer prognostic effects.
resultsMedian [credible interval] sojourn times were 0.75 [0.47, 1.30], 0.89 [0.61, 1.33], 1.2 [0.84, 1.67] years for cancers diagnosed at local, regional, and distant stage, respectively, and ranged by type from pancreas, 0.49 [0.26, 0.88] to lymphoma, 2.45 [1.14, 4.87]. The extrapolated effect of ctDNA positivity at clinical diagnosis versus negative in CPS-3 cancer cases was a relative hazard ratio of 1.98 [1.08-4.22] for mortality.
conclusionsThese results provide estimates for average ctDNA detectable sojourn time in tumors across multiple cancer sites and stages and can inform the design of future screening studies for multicancer early detection.
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