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Baker, Marshall S.

Mayo Clinic

University of Utah

Citations 2

Multiomics combined with machine learning defines unique molecular subtypes of cholangiocarcinoma and identifies TNK1 as a therapeutic target
Mun, Dong‐Gi , Jessen, Erik , Carlson, Danielle M. , Watkins, Ryan , Gregory, Lindsey A., McCabe, Chantal E. , Golkowski, Martin , Baker, Marshall S., Conboy, Caitlin B. , Ozmert, Enis H., Kandasamy, Richard K. , Roberts, Lewis R. , Andersen, Joshua L. , Smoot, Rory L. , Tomlinson, Jennifer L. , Abdelrahman, Amro , Gregory, Lindsey, Conboy, Caitlin, Larson, Ellen L. , Roberts, Lewis, Pandey, Akhilesh , Jessen, Erik , Roberts, Lewis R , Smoot, Rory L , Kandasamy, Richard K , Conboy, Caitlin B , Mun, Dong-Gi , Carlson, Danielle Marie , Budhraja, Rohit , Alva‐Ruiz, Roberto , Abdelrahman, Amro M. , Wang, Chen , Graham, Rondell P. , Woods, Kathryn, Gores, Gregory J. , Ilyas, Sumera I. , Sample, Jack W. , Borad, Mitesh J. , Pandey, Akhilesh

Hepatology | September 29, 2025 | Volume: 84 | Issue: 2 | Pages: 396-410

10.1097/hep.0000000000001535 Get It

Background and Aims: Cholangiocarcinoma (CCA) is one of the most lethal cancers, characterized by molecular heterogeneity and treatment resistance. To uncover new biological signals and therapeutic opportunities, we employed multiomic characterization combined with machine learning. Approach and Results: We profiled all anatomical CCA subtypes using whole exome sequencing, mRNA sequencing, and proteome/phosphoproteome analysis. Integrative dimensional reduction revealed RNA, protein, and phosphoprotein features driving tumor heterogeneity, enabling clustering. Machine learning algorithms identified molecular features for each cluster and mapped external datasets and patient-derived xenograft (PDX) models onto these clusters. Kinase enrichment analysis highlighted targetable kinases active in each cluster. In vivo validation was performed in cluster-specific PDX models using the selective TNK1 inhibitor, TP-5801. We identified 3 molecular clusters with distinct pathway characterization: immunomodulatory (cluster 1), metabolic (cluster 2), and gene regulation/cellular fate (cluster 3). Cluster assignment was independent of anatomic subtype but correlated with overall survival following curative-intent resection. We also identified multiomic features and pathways linked to overall survival and lymph node metastases, crucial for patient treatment selection. Kinase enrichment analysis pinpointed TNK1 as a highly active kinase in the metabolic cluster. Treatment with TP-5801 significantly reduced tumor growth in a metabolic PDX model, but not in models representing the other clusters. Combining internal data with publicly available datasets, we identified the immunomodulatory cluster as most responsive to gemcitabine/cisplatin therapy, confirmed in vivo using cluster-specific PDX models. Conclusions: Integrated multiomic characterization provides translational insights by defining unique molecular subtypes associated both with therapeutic response and overall clinical outcomes. This approach identified TNK1 as a previously unrecognized therapeutic target in a defined subset of CCA tumors.
Biliary Tract Cancers, Version 2.2025, NCCN Clinical Practice Guidelines In Oncology
Benson, Al B. , D’Angelica, Michael I. , Ahmed, Aijaz, Akce, Mehmet , Anaya, Daniel A. , Are, Chandrakanth , Aye, Lydia, Baker, Marshall S., Binder, David C. , Burgoyne, Adam M. , Castellanos, Jason , Cloyd, Jordan M. , Franses, Joseph W. , Harris, William P., Iyer, Renuka , Jennings, Lawrence J. , Kelley, Robin Kate , Khan, Sajid , Palta, Manisha , Sahai, Vaibhav , Stein, Stacey , Stephans, Kevin L. , Thanikachalam, Kannan , Yano, Motoyo , Yopp, Adam C. , Zhao, Ken, Schonfeld, Ryan, Hochstetler, Cindy, Sahai, Vaibhav , Abrams, Thomas A. , Anders, Robert A. , Bachini, Melinda , Brown, Daniel B. , Cullinan, Darren R. , Glazer, Evan S. , Levine, Matthew H , Melstrom, Laleh , Raman, Steven S. , Ronnekleiv-Kelly, Sean M , Turk, Anita , Vauthey, Jean‐Nicolas , Venook, Alan P. , Zhao, Ken

Journal of the National Comprehensive Cancer Network | September 10, 2025 | Volume: 23 | Issue: 9 | Pages: 403-418

10.6004/jnccn.2025.0042 Get It

The NCCN Guidelines for Biliary Tract Cancers (BTCs) provide recommendations for the evaluation and comprehensive care of patients with gallbladder cancer, intrahepatic cholangiocarcinoma, and extrahepatic cholangiocarcinoma. The multidisciplinary panel of experts is convened at least once annually to review requests from internal and external entities as well as to evaluate new data on current and emerging therapies. This manuscript focuses on the adjuvant chemotherapy and chemoradiation treatment options for BTCs as well as the systemic treatment recommendations for patients with advanced BTCs.