Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Multicenter Study
. 2024 May 1;7(5):e249840.
doi: 10.1001/jamanetworkopen.2024.9840.

KRAS Allelic Variants in Biliary Tract Cancers

Affiliations
Multicenter Study

KRAS Allelic Variants in Biliary Tract Cancers

Gordon Taylor Moffat et al. JAMA Netw Open. .

Abstract

Importance: Biliary tract cancers (BTCs) contain several actionable molecular alterations, including FGFR2, IDH1, ERBB2 (formerly HER2), and KRAS. KRAS allelic variants are found in 20% to 30% of BTCs, and multiple KRAS inhibitors are currently under clinical investigation.

Objectives: To describe the genomic landscape, co-sequence variations, immunophenotype, genomic ancestry, and survival outcomes of KRAS-mutated BTCs and to calculate the median overall survival (mOS) for the most common allelic variants.

Design, setting, and participants: This retrospective, multicenter, pooled cohort study obtained clinical and next-generation sequencing data from multiple databases between January 1, 2017, and December 31, 2022. These databases included Princess Margaret Cancer Centre, MD Anderson Cancer Center, Foundation Medicine, American Association for Cancer Research Project GENIE, and cBioPortal for Cancer Genomics. The cohort comprised patients with BTCs who underwent genomic testing.

Main outcome and measure: The main outcome was mOS, defined as date of diagnosis to date of death, which was measured in months.

Results: A total of 7457 patients (n = 3773 males [50.6%]; mean [SD] age, 63 [5] years) with BTCs and genomic testing were included. Of these patients, 5813 had clinical outcome data available, in whom 1000 KRAS-mutated BTCs were identified. KRAS allelic variants were highly prevalent in perihilar cholangiocarcinoma (28.6%) and extrahepatic cholangiocarcinoma (36.1%). Thirty-six KRAS allelic variants were identified, and the prevalence rates in descending order were G12D (41%), G12V (23%), and Q61H (8%). The variant G12D had the highest mOS of 25.1 (95% CI, 22.0-33.0) months compared with 22.8 (95% CI, 19.6-31.4) months for Q61H and 17.8 (95% CI, 16.3-23.1) months for G12V variants. The majority of KRAS-mutated BTCs (98.9%) were not microsatellite instability-high and had low tumor mutational burden (ranging from a median [IQR] of 1.2 (1.2-2.5) to a mean [SD] of 3.3 [1.3]). Immune profiling through RNA sequencing of KRAS and NRAS-mutated samples showed a pattern toward a more immune-inflamed microenvironment with higher M1 macrophage activation (0.16 vs 0.12; P = .047) and interferon-γ expression compared with wild-type tumors. The G12D variant remained the most common KRAS allelic variant in all patient ancestries. Patients with admixed American ancestry had the highest proportion of G12D variant (45.0%).

Conclusions and relevance: This cohort study found that KRAS allelic variants were relatively common and may be potentially actionable genomic alterations in patients with BTCs, especially perihilar cholangiocarcinoma and extrahepatic cholangiocarcinoma. The findings add to the growing data on genomic and immune landscapes of KRAS allelic variants in BTCs and are potentially of value to the planning of specific therapies for this heterogeneous patient group.

PubMed Disclaimer

Conflict of interest statement

Conflict of Interest Disclosures: Dr Meric-Bernstam reported receiving personal fees from AbbVie, Aduro BioTech Inc, Alkermes, AstraZeneca, Daiichi Sankyo Co Ltd, Calibr, DebioPharm, Ecor1 Capital, eFFECTOR Therapeutics, F. Hoffman-La Roche Ltd, GT Apeiron, Genentech Inc, Harbinger Health, IBM Watson, Incyte, Infinity Pharmaceuticals, Jackson Laboratory, Kolon Life Science, LegoChem Bio, Lengo Therapeutics, Menarini Group, OrigiMed, PACT Pharma, Parexel International, Pfizer Inc, Protai Bio Ltd, Samsung Bioepis, Seattle Genetics Inc, Tallac Therapeutics, Tyra Biosciences, Xencor, and Zymeworks; personal fees from Black Diamond, Biovica, Eisai, Dava Oncology, FogPharma, Immunomedics, Inflection Biosciences, Karyopharm Therapeutics, Loxo Oncology, Mersana Therapeutics, OnCusp Therapeutics, Puma Biotechnology Inc, Seattle Genetics, Sanofi, Silverback Therapeutics, Spectrum Pharmaceuticals, Theratechnologies, Zentalis Advisory Committee; grants from Aileron Therapeutics Inc, AstraZeneca, Bayer Healthcare Pharmaceutical, Calithera Biosciences Inc, Curis Inc, CytomX Therapeutics Inc, Daiichi Sankyo Co Ltd, Debiopharm International, eFFECTOR Therapeutics, Genentech Inc, Guardant Health Inc, Klus Pharma, Takeda Pharmaceutical, Novartis, Puma Biotechnology Inc, and Taiho Pharmaceutical Co; and nonfinancial support from European Organisation for Research and Treatment of Cancer, European Society for Medical Oncology, Cholangiocarcinoma Foundation, and Dava Oncology outside the submitted work. Dr Kong reported receiving grants from the National Library of Medicine during the conduct of the study. Mr Pavlick reported being an employee with Foundation Medicine and holding Roche stock outside the submitted work. Dr Ross reported receiving personal fees from Foundation Medicine during the conduct of the study. Mr Murugesan reported receiving other from Foundation Medicine; holding Roche stock; and holding a pending patent for Methods and systems for characterizing and treating combined hepatocellular cholangiocarcinoma, a pending patent for Methods of using somatic HLA-I LOH to predict response of immune checkpoint inhibitor-treated patients with lung cancer, a pending patent for Use of combined CD274 copy number changes and TMB to predict response to immunotherapies, and a pending patent for CD274 rearrangements as predictors of response to immune checkpoint inhibitor therapy outside the submitted work. Dr Korkut reported receiving grants from BostonGene outside the submitted work. Dr Javle reported receiving grants from Agios, Boehringer Ingelheim, Incyte, QED, Genentech, Transthera, Novartis, and Taiho and personal fees from Meclun, Incyte, QED, Servier, and Jazz during the conduct of the study. No other disclosures were reported.

Figures

Figure 1.
Figure 1.. Genomic Profiling for KRAS Allelic Variants in Biliary Tract Cancers
A, Extrahepatic cholangiocarcinoma (EHCC) and perihilar cholangiocarcinoma (PHCC) had the highest prevalence of KRAS allelic variants. B, KRAS copy number alterations and counts were obtained from The American Association for Cancer Research Project Genomics Evidence Neoplasia Information Exchange. C, G12D and G12V composed the majority of KRAS allelic variants in biliary tract cancer. GBC indicates gallbladder cancer; IHCC, intrahepatic cholangiocarcinoma; VUS, variant of uncertain significance.
Figure 2.
Figure 2.. Overall Survival for KRAS Allelic Variants in Biliary Tract Cancers
Plus signs indicate censored patients.
Figure 3.
Figure 3.. Immune Profile of KRAS Allelic Variants in Biliary Tract Cancers
Horizontal line inside boxes represent medians; whiskers represent SDs; and dots represent individual sample score. EMT indicates epithelial to mesenchymal transition; IFN-γ, interferon gamma; TCI, T-cell inflammation.

References

    1. Ouyang G, Liu Q, Wu Y, et al. . The global, regional, and national burden of gallbladder and biliary tract cancer and its attributable risk factors in 195 countries and territories, 1990 to 2017: a systematic analysis for the Global Burden of Disease Study 2017. Cancer. 2021;127(13):2238-2250. doi:10.1002/cncr.33476 - DOI - PubMed
    1. Siegel RL, Miller KD, Wagle NS, Jemal A. Cancer statistics, 2023. CA Cancer J Clin. 2023;73(1):17-48. doi:10.3322/caac.21763 - DOI - PubMed
    1. Turkes F, Carmichael J, Cunningham D, Starling N. Contemporary tailored oncology treatment of biliary tract cancers. Gastroenterol Res Pract. 2019;2019:7698786. doi:10.1155/2019/7698786 - DOI - PMC - PubMed
    1. Charbel H, Al-Kawas FH. Cholangiocarcinoma: epidemiology, risk factors, pathogenesis, and diagnosis. Curr Gastroenterol Rep. 2011;13(2):182-187. doi:10.1007/s11894-011-0178-8 - DOI - PubMed
    1. Valle JW, Kelley RK, Nervi B, Oh DY, Zhu AX. Biliary tract cancer. Lancet. 2021;397(10272):428-444. doi:10.1016/S0140-6736(21)00153-7 - DOI - PubMed

Publication types

Substances