Evidence map›Paper›PMID 42377115›Full record

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

High-Sensitivity ctDNA Analysis Uncovers Relevant Signals Missed by NGS in Pancreatic Cancer.

Krishay Sridalla, Jasmine K Machhi, Dominic J Vitello, Anastasia Chibucos, Madison Cox, Amy Wells, Alex Horowitz, Vishvetha Rengaraju, Claire Shen, Nicole Romero and 8 more

Abstract 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. Not yet cited in PubMed.

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0citing papers in PubMed
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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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

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

18 authors.

Krishay Sridalla *Division of Surgical Oncology, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois.ORCID 0009-0004-4754-8759
Jasmine K Machhi *Division of Surgical Oncology, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois.ORCID 0009-0000-6606-083X
Dominic J VitelloDivision of Surgical Oncology, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois.ORCID 0000-0002-4163-7759
Anastasia ChibucosNorthwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, Illinois.ORCID 0009-0004-3664-7663
Madison CoxNorthwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, Illinois.ORCID 0000-0002-9260-1799
Amy WellsNorthwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, Illinois.ORCID 0000-0003-2167-2183
Alex HorowitzDivision of Surgical Oncology, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois.ORCID 0009-0003-8619-5098
Vishvetha RengarajuNorthwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, Illinois.ORCID 0009-0009-2558-769X
Claire ShenDivision of Surgical Oncology, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois.ORCID 0009-0001-3499-3536
Nicole RomeroNorthwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, Illinois.ORCID 0009-0004-5058-3432
Isabel TemosihueNorthwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, Illinois.ORCID 0009-0006-4793-5454
Lauren M JanczewskiDivision of Surgical Oncology, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois.ORCID 0000-0003-2721-3519
John AbadNorthwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, Illinois.ORCID 0009-0001-0800-8299
Kevin DawravooNorthwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, Illinois.ORCID 0009-0004-9789-7500
David BentremDivision of Surgical Oncology, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois.ORCID 0009-0007-2506-6187
Lawrence J JenningsDivision of Genomic Pathology, Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.ORCID 0000-0001-8669-7774
Qiang ZhangRobert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, Illinois.ORCID 0000-0002-6633-9547
Akhil ChawlaDivision of Surgical Oncology, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois.ORCID 0000-0003-3122-6873

Funding

National and Institutional Leadership and Support of NCI-Sponsored Clinical Trial Research as a Surgical OncologistR50CA293523 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Akhil Chawla · 2024 to 2026
$272k
Elsa U. Pardee Foundation (EUPF)National Institutes of Health (NIH) 1R50CA293523NCI NIH HHS R50 CA293523
6 · The paper itself

Abstract

purposePancreatic ductal adenocarcinoma (PDAC) carries high mortality despite multimodal therapy, and improved biomarkers are needed to guide perioperative care. This study evaluated the prognostic significance of Kirsten rat sarcoma virus (KRAS)-mutant circulating tumor DNA (ctDNA) detected by next-generation sequencing (NGS) and digital droplet PCR (ddPCR) in localized PDAC. EXPERIMENTAL

designIn this prospective cohort study (2020-2024), patients with localized PDAC undergoing neoadjuvant chemotherapy (NAC) were enrolled across multiple sites within Northwestern Medicine. Blood samples for ctDNA were assessed at diagnosis, after NAC, and after resection using tumor-agnostic NGS and ddPCR targeting KRAS G12D/V/R mutations. Overall survival (OS) was assessed using Kaplan-Meier analysis.

resultsThe cohort included 106 patients. At diagnosis, KRAS ctDNA was detected in 17.2% (17/99) by NGS and 64.9% (63/97) by ddPCR. Detection by both platforms was associated with shorter OS, with the higher-sensitivity ddPCR assay providing greater prognostic discrimination by identifying additional patients with poor outcomes not captured by NGS (NGS median OS 11.2 vs. 30.5 months, P < 0.001; ddPCR median OS 24.7 vs. 70.9 months, P = 0.004). Stratified by detection method, median OS was shortest in patients with ctDNA detected by both NGS and ddPCR (10.9 months), longest in those not detected by either platform (40.7 months), and intermediate in patients detected only by ddPCR (26.9 months; P < 0.001).

conclusionsIn localized PDAC, KRAS-mutant ctDNA detected by NGS or ddPCR was associated with worse survival. ddPCR identified additional patients missed by NGS. Integrating ddPCR with NGS ctDNA measures may improve perioperative risk stratification, although validation is needed before clinical implementation.

Indexed as

Biomarkers, TumorCarcinoma, Pancreatic DuctalCirculating Tumor DNAHigh-Throughput Nucleotide SequencingPancreatic NeoplasmsAgedFemaleHumansMaleMiddle AgedMutationNeoadjuvant TherapyPrognosisProspective StudiesProto-Oncogene Proteins p21(ras)Biomarkers, TumorCirculating Tumor DNAKRAS protein, humanProto-Oncogene Proteins p21(ras)

Identifiers

PMID42377115
PMCPMC13405252

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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.