Evidence map›Paper›PMID 41933043›Full record

ArticleNPJ precision oncology2026

Profiling KRAS mutations in whole blood by error-corrected maximum depth sequencing.

Ryne C Ramaker, Yuchen Zhang, John H Strickler, Peter Allen, James Abbruzzese, Christopher M Counter

Abstract read
In one paragraph

Article in NPJ precision oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the 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.

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

6 authors.

Ryne C RamakerDepartment of Pharmacology & Cancer Biology, Duke University, Durham, NC, USA.
Yuchen ZhangDepartment of Pharmacology & Cancer Biology, Duke University, Durham, NC, USA.
John H StricklerDivision of Medical Oncology, Department of Medicine, Duke University, Durham, NC, USA.
Peter AllenDivision of Surgical Oncology, Department of Surgery, Duke University, Durham, NC, USA.
James AbbruzzeseDivision of Medical Oncology, Department of Medicine, Duke University, Durham, NC, USA.
Christopher M CounterDepartment of Pharmacology & Cancer Biology, Duke University, Durham, NC, USA. count004@mc.duke.edu.

Funding

Genetic dissection of oncogenic RAS-driven tumor initiation in vivoR01CA269272 · NCI · DUKE UNIVERSITY · PI CHRISTOPHER M COUNTER · 2022 to 2026
$2.2M
Adapting K-MDS to detect KRAS-mutant ctDNAR21CA257816 · NCI · DUKE UNIVERSITY · PI COUNTER, CHRISTOPHER M · 2022 to 2024
$587k
Duke Office of Physician Scientist Development Technician Support Award n/aHopper Belmont Foundation Inspiration Award n/aNCI NIH HHS CA257816NCI NIH HHS R01 CA269272NCI NIH HHS R21 CA257816
6 · The paper itself

Abstract

Clinical use of circulating tumor DNA (ctDNA) sequencing is rapidly increasing, but performance is limited by the sensitivity of next generation sequencing and relies on specialized sample collection. Here we describe sequencing the most frequently mutated oncogene KRAS by adapting error-corrected Maximum Depth Sequencing (K-MDS) for whole blood. K-MDS detected oncogenic KRAS mutations of cancer cells spiked into healthy human blood at a dilution as low as 0.001% with 100% specificity. In a prospectively collected cohort of 190 advanced cancer patients with solid tumors having concurrent commercial ctDNA testing or tumor sequencing, K-MDS detected commercially-identified oncogenic KRAS mutations in 88% of cases. Assay specificity was increased by analyzing both the forward and reverse strands and assigning mutation-specific detection thresholds. Sequencing both strands by K-MDS revealed that the assay differed from the commercial test in two small subsets of the primary cohort. First, multiple oncogenic KRAS mutations were uniquely detected by K-MDS in 7 of 9 patients having prior treatment with EGFR or KRAS inhibitors. Second, in 12 patients with bone metastases, K-MDS detected KRAS mutations more often (10 versus 5) than the commercial ctDNA assay. The sensitivity of the assay suggests potential utility in settings of potentially low ctDNA burden. To this end, when applied to preoperative blood samples collected from a pilot cohort of 18 pancreas adenocarcinoma patients undergoing curative intent resection, K-MDS stratified these patients based on their risk of metastatic disease recurrence. This first-in-human experience with K-MDS suggests the assay has the potential to complement current commercial ctDNA assays for targeted detection of oncogenic mutations in patient whole blood.

Identifiers

PMID41933043
PMCPMC13219511

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.