Evidence map›Paper›PMID 37463056›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2023

Oncogenic Drivers and Therapeutic Vulnerabilities in KRAS Wild-Type Pancreatic Cancer.

Harshabad Singh, Rachel B Keller, Kevin S Kapner, Julien Dilly, Srivatsan Raghavan, Chen Yuan, Elizabeth F Cohen, Michael Tolstorukov, Elizabeth Andrews, Lauren K Brais and 22 more

Abstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 1 pooled it
–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

32 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Review
  4. Review
  5. Article
  6. Article
  7. Article
  8. KRAS Inhibition in Pancreatic Ductal Adenocarcinoma.Journal of clinical medicine · 2026
    Review
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  10. Review
  11. Review
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Identification of Candidate Alterations Mediating KRASG12C Inhibitor Resistance in Advanced Colorectal and Pancreatic Cancers.Clinical cancer research : an official journal of the American Association for Cancer Research · 2025
    Article
  19. Article
  20. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

32 authors.

Harshabad Singh *Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0001-6295-2013
Rachel B Keller *Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0001-6138-9257
Kevin S Kapner *Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-2306-2373
Julien DillyDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-4006-5285
Srivatsan RaghavanDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-5374-9918
Chen YuanDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-0708-9648
Elizabeth F CohenDepartment of Informatics and Analytics, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0001-9078-4280
Michael TolstorukovDepartment of Informatics and Analytics, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-9134-8808
Elizabeth AndrewsDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0009-0008-9117-6736
Lauren K BraisDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0003-1069-0407
Annacarolina da SilvaDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-0067-0288
Kimberly PerezDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-5745-2994
Douglas A RubinsonDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-5337-5231
Rishi SuranaDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-8471-9236
Marios GiannakisDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0001-9012-6982
Kimmie NgDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0003-0631-1494
Thomas E ClancyHarvard Medical School, Boston, Massachusetts.ORCID 0000-0002-0949-4874
Matthew B YurgelunDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-6184-9273
Benjamin L SchlechterDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-1529-3278
Jeffrey W ClarkHarvard Medical School, Boston, Massachusetts.ORCID 0000-0001-9524-3600
Geoffrey I ShapiroDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-3331-4095
Michael H RosenthalDepartment of Radiology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-5085-3904
Jason L HornickDepartment of Pathology, Brigham and Women's Hospital, Boston, Massachusetts.ORCID 0000-0001-6475-8345
Valentina NardiDepartment of Pathology, Massachusetts General Hospital, Boston, Massachusetts.ORCID 0000-0002-0486-416X
Yvonne Y LiDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-1741-1995
Hersh GuptaDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-5136-6403
Andrew D CherniackDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0003-0470-0111
Matthew MeyersonDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-9133-8108
James M Cleary *Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0001-7213-3951
Jonathan A Nowak *Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-0943-7407
Brian M Wolpin *Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-0455-1032
Andrew J Aguirre *Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-0701-6203

Funding

Tissue and Pathology ResourcesP50CA127003 · NCI · DANA-FARBER CANCER INST · PI MAYER, ROBERT J · 2007 to 2023
$33.2M
Mechanisms of response and resistance to KRAS inhibition in pancreatic cancerR01CA276268 · NCI · DANA-FARBER CANCER INST · PI Andrew James Aguirre · 2023 to 2026
$2.2M
Functional interrogation of epigenetic vulnerabilities in KRAS-mutant pancreatic cancerK08CA218420 · NCI · DANA-FARBER CANCER INST · PI AGUIRRE, ANDREW JAMES · 2017 to 2021
$886k
NCI NIH HHS K08 CA218420NCI NIH HHS P50 CA127003NCI NIH HHS R01 CA276268
6 · The paper itself

Abstract

purposeApproximately 8% to 10% of pancreatic ductal adenocarcinomas (PDAC) do not harbor mutations in KRAS. Understanding the unique molecular and clinical features of this subset of pancreatic cancer is important to guide patient stratification for clinical trials of molecularly targeted agents. EXPERIMENTAL

designWe analyzed a single-institution cohort of 795 exocrine pancreatic cancer cases (including 785 PDAC cases) with a targeted multigene sequencing panel and identified 73 patients (9.2%) with KRAS wild-type (WT) pancreatic cancer.

resultsOverall, 43.8% (32/73) of KRAS WT cases had evidence of an alternative driver of the MAPK pathway, including BRAF mutations and in-frame deletions and receptor tyrosine kinase fusions. Conversely, 56.2% of cases did not harbor a clear MAPK driver alteration, but 29.3% of these MAPK-negative KRAS WT cases (12/41) demonstrated activating alterations in other oncogenic drivers, such as GNAS, MYC, PIK3CA, and CTNNB1. We demonstrate potent efficacy of pan-RAF and MEK inhibition in patient-derived organoid models carrying BRAF in-frame deletions. Moreover, we demonstrate durable clinical benefit of targeted therapy in a patient harboring a KRAS WT tumor with a ROS1 fusion. Clinically, patients with KRAS WT tumors were significantly younger in age of onset (median age: 62.6 vs. 65.7 years; P = 0.037). SMAD4 mutations were associated with a particularly poor prognosis in KRAS WT cases.

conclusionsThis study defines the genomic underpinnings of KRAS WT pancreatic cancer and highlights potential therapeutic avenues for future investigation in molecularly directed clinical trials. See related commentary by Kato et al., p. 4527.

Indexed as

Carcinoma, Pancreatic DuctalPancreatic NeoplasmsHumansMiddle AgedMutationProtein-Tyrosine KinasesProto-Oncogene ProteinsProto-Oncogene Proteins B-rafProto-Oncogene Proteins p21(ras)KRAS protein, humanProtein-Tyrosine KinasesProto-Oncogene ProteinsProto-Oncogene Proteins B-rafProto-Oncogene Proteins p21(ras)

Identifiers

PMID37463056
PMCPMC10795103

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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.