Evidence map›Paper›PMID 37477937›Full record

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

Novel Genomic Risk Stratification Model for Primary Gastrointestinal Stromal Tumors (GIST) in the Adjuvant Therapy Era.

Josephine K Dermawan, Ciara Kelly, Zhidong Gao, Shaleigh Smith, Bhumika Jadeja, Samuel Singer, William D Tap, Ping Chi, Cristina R Antonescu

Registry-linked trialOpen access · greenAbstract 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. It is linked to trial NCT05867901 (A Prospective Study on Predicting Recurrence Risk of Postoperative High-risk Gastrointestinal Stromal Tumors in NED State Based on Minimal Residual Disease Detection Via Liquid Biopsy), which is not on this map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
6.1field-weighted citation impact, top 3% of its field
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.

NCT05867901 suspendednot on this map

A Prospective Study on Predicting Recurrence Risk of Postoperative High-risk Gastrointestinal Stromal Tumors in NED State Based on Minimal Residual Disease Detection Via Liquid Biopsy

TypeobservationalSponsorPeking University People's HospitalRan2023 to 2028Enrolled66ConditionsGastrointestinal Stromal TumorsArmsTumor-Informed ctDNA-Based MRD Testing, Contrast-Enhanced CT
3 · Its place in the literature

Who cites it

20 citing papers in PubMed, 22 citations in OpenAlex.

  1. Review
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  12. PersonalizedJCO precision oncology · 2025
    Observational
  13. Clinical Use of Liquid-Based Comprehensive Genomic Profiling in Gastrointestinal Stromal Tumors.Laboratory investigation; a journal of technical methods and pathology · 2025
    Article
  14. Article
  15. Article
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  17. Review
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  19. Developing Novel Genomic Risk Stratification Models in Soft Tissue and Uterine Leiomyosarcoma.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024
    Article
  20. Review
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

9 authors at 1 institution in 2 countries.

Josephine K DermawanDepartment of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-1139-2914
Ciara KellyDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-4393-8088
Zhidong GaoHuman Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-8415-7587
Shaleigh SmithDepartment of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0003-4597-9876
Bhumika JadejaMarie-Joseé and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-3580-8240
Samuel SingerDepartment of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0001-9713-8230
William D TapDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0001-7779-2796
Ping ChiDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-0159-5531
Cristina R AntonescuDepartment of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-9717-8205
Memorial Sloan Kettering Cancer Center · US

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Nicholas D Socci · 1985 to 2026
$347.4M
Targeting Oncogenic Pathways in Genetically Complex SarcomasP50CA217694 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI Marc Ladanyi · 2018 to 2026
$21.5M
SPORE in Soft Tissue SarcomaP50CA140146 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI SPRIGGS, DAVID R · 2010 to 2014
$11.1M
Understanding and targeting MAPK pathway activation in NF1-deficient malignant peripheral nerve sheath tumor (MPNST)U01CA252048 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI CHI, PING · 2021 to 2025
$3.1M
Harnessing double stranded-RNA (dsRNA)-response and anti-tumor effect in PRC2-inactivated cancerR01CA280657 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI Ping Chi · 2023 to 2026
$2.9M
Phase2 trial of MEK162 & imatinib combined therapy in GIST, IND119794(09/20/2013)R01FD005731 · FDA · SLOAN-KETTERING INST CAN RESEARCH · PI CHI, PING · 2017 to 2020
$2.1M
FDA HHS R01 FD005731FDA HHS R01 FD007544NCI NIH HHS P30 CA008748NCI NIH HHS P50 CA140146NCI NIH HHS P50 CA217694NCI NIH HHS R01 CA280657NCI NIH HHS U01 CA252048
6 · The paper itself

Abstract

purposeTraditional risk stratification schemes in gastrointestinal stromal tumors (GIST) were defined in the pre-imatinib era and rely solely on clinicopathologic metrics. We hypothesize that genomic-based risk stratification is prognostically relevant in the current era of tyrosine kinase inhibitor (TKI) therapeutics. EXPERIMENTAL

designComprehensive mutational and copy-number profiling using MSK-IMPACT was performed. We integrated clinicopathologic and genomic parameters and utilized an elastic-net penalized Cox proportional hazards machine learning model for outcome risk stratification.

resultsA 3-tier genomic risk stratification model for recurrence-free survival (RFS) in 152 primary localized gastric and 80 small bowel GISTs was proposed. Gastric GISTs were classified as high risk if chr1p deletion or SDHB loss was present, and intermediate risk if chr14q deletion was present or KIT exon 11 mutation was absent. Small bowel GISTs were classified as high risk if MAX/MGA/MYC, CDKN2A, or RB1 alterations were present, and intermediate risk if chr1p deletion or chr5q amplification was present. Compared with conventional risk stratification, genomic risk stratification both upgrades and downgrades, suggesting that conventional risk stratification may underestimate or overtreat some high-risk and low-risk patients, respectively. Longitudinal sequencing detected most KIT-independent genomic alterations at baseline. Subanalysis in 26 SDH-deficient GISTs revealed that presence of TP53 mutations or chr1q amplifications portends worse RFS and disease-free survival.

conclusionsWe developed a novel, next-generation genomic risk stratification model for primary gastric and small bowel GISTs, complementing traditional clinicopathologic models. Future independent validation of our model in external cohorts is essential.

Indexed as

Gastrointestinal Stromal TumorsGenomicsHumansImatinib MesylateMutationProto-Oncogene Proteins c-kitRisk AssessmentImatinib MesylateProto-Oncogene Proteins c-kit

Identifiers

PMID37477937
PMCPMC11095631
OpenAlexW4384926423

What OpenQuestion holds

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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.