Evidence map›Paper›PMID 42189892›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2026

Clinical and Molecular Correlates of Circulating Tumor Fraction in Patients with Metastatic Pancreatic Ductal Adenocarcinoma.

James T Topham, Haley M Beckmann, Joanna M Karasinska, Jonathan M Loree, Jennifer J Knox, Petr Kavan, Derek Jonker, Stephen Welch, Felix Couture, Frederic Lemay and 18 more

Registry-linked trialAbstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02879318 (A Randomized Phase II Trial of Gemcitabine and Nab-Paclitaxel vs Gemcitabine, Nab-Paclitaxel, Durvalumab and Tremelimumab as 1st Line Therapy in Metastatic Pancreatic Adenocarcinoma), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

NCT02879318 phase2completednot on this map

A Randomized Phase II Trial of Gemcitabine and Nab-Paclitaxel vs Gemcitabine, Nab-Paclitaxel, Durvalumab and Tremelimumab as 1st Line Therapy in Metastatic Pancreatic Adenocarcinoma

TypeinterventionalSponsorCanadian Cancer Trials GroupRan2016 to 2025Enrolled180ConditionsPancreatic AdenocarcinomaArmsGemcitabine, Nab-paclitaxel, Durvalumab, Tremelimumab
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

28 authors.

James T TophamPancreas Centre (Canada) , Vancouver, Canada.ORCID 0009-0001-6601-8807
Haley M BeckmannPancreas Centre (Canada) , Vancouver, Canada.ORCID 0009-0001-6310-374X
Joanna M KarasinskaPancreas Centre (Canada) , Vancouver, Canada.ORCID 0000-0001-6861-4189
Jonathan M LoreeDivision of Medical Oncology, BC Cancer Agency, Vancouver, Canada.ORCID 0000-0001-8189-2132
Jennifer J KnoxDivision of Medical Oncology and Hematology, Princess Margaret Cancer Center, Toronto, Canada.ORCID 0000-0003-3474-6647
Petr KavanDepartment of Oncology, Sir Mortimer B. Davis Jewish General Hospital, Segal Cancer Centre, McGill University, Montreal, Canada.ORCID 0000-0002-6836-8333
Derek JonkerOttawa Hospital Research Institute, University of Ottawa, Ottawa, Canada.ORCID 0009-0008-1103-3429
Stephen WelchLondon Regional Cancer Program, London, Canada.ORCID 0000-0003-1455-4664
Felix CoutureCHU de Quebec Research Centre and Faculty of Medicine, Laval University, Quebec City, Canada.ORCID 0009-0002-0190-1938
Frederic LemayFaculty of Medicine and Health Sciences, University of Sherbrooke, Sherbrooke, Canada.ORCID 0009-0004-2000-8699
Mustapha TehfeHematology and Medical Oncology Division, Centre Hospitalier Universitaire de Montreal, University of Montreal, Montreal, Canada.ORCID 0000-0002-1380-5110
Mohammed HarbMoncton City Hospital, Moncton, Canada.ORCID 0009-0003-2993-8457
Nathalie AucoinHopital Cite-de-la-Sante, Laval, Canada.ORCID 0000-0001-5698-019X
Yoo-Joung KoSt. Michael's Hospital, Unity Health, Toronto, Canada.ORCID 0000-0002-1901-8759
Patricia A TangArthur J.E. Child Comprehensive Cancer Centre and University of Calgary, Calgary, Canada.ORCID 0000-0003-1497-8539
Ravi RamjeesinghDivision of Medical Oncology, Nova Scotia Health and Dalhousie University, Halifax, Canada.ORCID 0000-0001-5584-3505
Brandon M MeyersJuravinski Cancer Centre, Hamilton, Canada.ORCID 0000-0001-9673-6271
Christina A KimCancerCare Manitoba , Winnipeg, Canada.ORCID 0000-0003-3847-2583
Faiyaz NottaOntario Institute for Cancer Research, Toronto, Canada.ORCID 0000-0002-5748-3985
George ZogopoulosDepartment of Surgery, McGill University, The McGill University Health Centre, Montreal, Canada.ORCID 0000-0002-0482-7086
Steven GallingerOntario Institute for Cancer Research, Toronto, Canada.ORCID 0000-0002-6998-9414
Pan DuPredicine Inc., Hayward, California.ORCID 0000-0002-4561-6883
Shidong JiaPredicine Inc., Hayward, California.ORCID 0000-0001-5854-819X
Sharlene GillDivision of Medical Oncology, BC Cancer Agency, Vancouver, Canada.ORCID 0000-0003-3306-3617
Dongsheng TuCanadian Cancer Trials Group, Queen's University, Kingston, Canada.ORCID 0000-0003-4842-2184
Chris J O'CallaghanCanadian Cancer Trials Group, Queen's University, Kingston, Canada.ORCID 0000-0003-2896-666X
David F SchaefferPancreas Centre (Canada) , Vancouver, Canada.ORCID 0000-0002-7341-1308
Daniel J RenoufPancreas Centre (Canada) , Vancouver, Canada.ORCID 0000-0002-7597-6089

Funding

Canadian Cancer Society (CCS) 707213Terry Fox Research Institute (TFRI) 1078
6 · The paper itself

Abstract

purposePre-existing and emerging molecular targeted therapies have been identified for the treatment of pancreatic ductal adenocarcinoma (PDAC) and exemplify the need for incorporating tumor sequencing into routine clinical practice. Tumor profiling through circulating tumor DNA (ctDNA) represents an important opportunity in PDAC because of the aggressive nature of the disease. Circulating tumor fraction (CTF) levels are highly variable within and between cancer types and influence the accuracy of plasma-based tumor profiling, and the variability and factors related to CTF levels in PDAC are not well understood. EXPERIMENTAL

designctDNA sequencing (PredicineATLAS) and clinical metadata from a cohort of 166 patients with metastatic PDAC (mPDAC) were generated as part of the PA.7 trial (NCT02879318). Patients were stratified into high CTF (>30% CTF; 35/166, 21.08%) and low CTF (131/166, 78.92%) groups for comparative analysis. Matched RNA sequencing data were available for 20 patients.

resultsHigh CTF was associated with lower overall survival (hazard ratio = 1.87; 95% confidence interval, 1.27-2.75; P = 0.0014) as well as clinical presentation that was indicative of higher disease burden, with CTF highest in patients that had liver metastases and distant metastases including bulky lymph nodes versus patients with no liver metastases (P < 0.001). Exploratory gene expression analysis revealed a positive association between CTF and upregulation of cell cycle-related pathways, which included those involving CDK4 (P = 0.0093) and MT2A (P = 0.012), as well as glycolytic (P = 0.0028) and basal-like (P = 0.029) subtyping genes.

conclusionsThese data demonstrate the heterogeneity of CTF and its associated factors in mPDAC, which converge toward an aggressive phenotype from both clinical and molecular standpoints.

Indexed as

Biomarkers, TumorCarcinoma, Pancreatic DuctalCirculating Tumor DNAPancreatic NeoplasmsAgedFemaleHumansMaleMiddle AgedNeoplasm MetastasisPrognosisBiomarkers, TumorCirculating Tumor DNA

Identifiers

PMID42189892
PMCPMC13473861

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.