Back to Authors

Conboy, Caitlin B.

https://orcid.org/0000-0001-8280-056X

Mayo Clinic

Mayo Clinic

Citations 26

Phase 2 Study of Futibatinib in Combination with Pembrolizumab in Patients with FGF19 expressing Advanced Hepatocellular Carcinoma
Tran, Nguyen H, Palmer, Mathias Earl, Ulrich, Angela, McCue, Shaylene , Majeed, Umair, Halfdanarson, Thorvardur R, Carr, Ryan, Fonkoua, Lionel Aurelien Kankeu, Washburn, Leslie, Conboy, Caitlin, Torbenson, Michael, Starlinger, Patrick, Hallemeier, Christopher, Revzin, Alexander, Goenka, Ajit H. , Tran, Nguyen , Palmer, Mathias E , Mahipal, Amit , Ma, Wen Wee , Babiker, Hani , Halfdanarson, Thorvardur R , McWilliams, Robert R , Jin, Zhaohui , Carr, Ryan M , Fonkoua, Lionel Aurelien A Kankeu , Washburn, Leslie A , Conboy, Caitlin B , Graham, Rondell P , Starlinger, Patrick , Jethwa, Krishan , Goenka, Ajit Harishkumar , Venkatesh, Sudhakar K , Sonbol, Mohamad B , Bekaii-Saab, Tanios S , Roberts, Lewis R , Heimbach, Julie K , Ou, Fang-Shu , Tran, Nguyen H. , Mahipal, Amit , Wee, Wen , Babiker, Hani M. , Majeed, Umair , Hálfdánarson, Þorvarður R. , McWilliams, Robert R. , Jin, Zhaohui , Fonkoua, Lionel Aurelien Kankeu , Conboy, Caitlin B. , Graham, Rondell P. , Torbenson, Michael , Starlinger, Patrick , Jethwa, Krishan R. , Hallemeier, Christopher Leigh , Revzin, Alexander , Thompson, Scott M. , Venkatesh, Sudhakar K. , Sonbol, Mohamad Bassam , Borad, Mitesh J. , Bekaii‐Saab, Tanios , Gores, Gregory J. , Roberts, Lewis R. , Heimbach, Julie K. , Ou, Fang‐Shu

The Oncologist | August 25, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1093/oncolo/oyag343 Get It

Abstract Background Optimal treatment following first-line immunotherapy for advanced hepatocellular carcinoma (HCC) remains uncertain. This study evaluated futibatinib, a pan-FGFR inhibitor, combined with pembrolizumab in previously treated patients with FGF19-expressing HCC. Methods Eligible patients were ≥18 years old with advanced HCC, prior systemic therapy, Child-Pugh A-B7 liver function, ECOG 0–2, and FGF19 overexpression. Patients received futibatinib 20 mg orally daily plus pembrolizumab 200 mg intravenously every 3 weeks. The primary endpoint was progression-free survival at 6 months (PFS6). Secondary endpoints included overall survival (OS), objective response rate (ORR), quality of life, and safety. Results Between August 2021 and March 2024, 14 patients enrolled and 13 were evaluable. Median age was 72 years (range, 60–87), 53.8% were male, 92.3% had Child-Pugh A liver function, and all had received prior immunotherapy. Median progression-free survival was 15 weeks (95% CI, 9.0–NE), with a PFS6 rate of 23.1% (95% CI, 8.6–62.3%). ORR was 0% (95% CI, 0–24.7%), while stable disease was observed in 53.9% of patients. Median OS was 55.7 weeks (95% CI, 47.3–NE). Grade ≥3 adverse events occurred in 69.2% of patients, and grade ≥4 adverse events in 15.4%. One grade 5 event (acute-on-chronic kidney injury) was deemed unrelated to treatment. Common adverse events included hyperphosphatemia, fatigue, diarrhea, elevated transaminases, dry eye, nail changes, rash, and oral mucositis. Conclusions Futibatinib plus pembrolizumab demonstrated an acceptable safety profile but did not meet efficacy thresholds supporting further study in FGF19-expressing HCC. Effective post-immunotherapy treatment strategies remain an unmet need.
Long-Term Outcomes and Surgical Conversion After Immunotherapy in Microsatellite Instability-H Biliary Tract Cancers
Shah, Priyanshi , Peersen, Anina, Sahai, Vaibhav , Mahipal, Amit , Naleid, Nikolas , Borad, Mitesh J. , Bekaii‐Saab, Tanios , Sonbol, Mohamad Bassam , Majeed, Umair , Babiker, Hani M. , O’Donnell, Conor, Malla, Midhun , Conboy, Caitlin B. , Fonkoua, Lionel Kankeu, Washburn, L. , Peterson, Nicole , Carr, Ryan M., Starlinger, P, Smoot, Rory, Warner, Susanne, Ilyas, Sumera L., Heimbach, Julie, Borad, Mitesh J , O'Donnell, Conor D J , Conboy, Caitlin B , Washburn, Leslie A , Halfdanarson, Thorvardur R , Peterson, Nicole , McWilliams, Robert R , Graham, Rondell P , Gores, Gregory J. , Roberts, Lewis R , Ou, Fang-Shu , Tran, Nguyen , Mahipal, Amit , Sonbol, Mohamad B , Bekaii-Saab, Tanios S , Babiker, Hani , Majeed, Umair , Sahai, Vaibhav , Peersen, Anina, Gupta, Garima , Fonkoua, Lionel Aurelien Kankeu , Hálfdánarson, Þorvarður R. , McWilliams, Robert R. , Carr, Ryan M , Graham, Rondell P. , Starlinger, Patrick, Warner, Susanne, Ilyas, Sumera I. , Gores, Gregory J. , Roberts, Lewis R. , Heimbach, Julie K. , Ou, Fang‐Shu , Tran, Nguyen H.

JCO Precision Oncology | July 10, 2026 | Volume: 10 | Issue: 7 | Pages: No page available

10.1200/po-25-01156 Get It

PURPOSE Deficient mismatch repair/microsatellite instability (dMMR, MSI-H) in biliary tract cancers (BTCs) is observed in 1%-5% of tumors. MSI-H across solid tumors has demonstrated durable response to immune checkpoint inhibitors (ICIs) regardless of the anatomic location. Here, we describe clinical outcomes and surgical conversion of MSI-H BTC treated with ICIs. Patients and Methods We conducted a multicenter, retrospective analysis of BTC patients with dMMR/MSI-H between 2017 and 2024 at Mayo Clinic, University of Michigan, and University Hospitals Seidman Cancer Center. Outcomes of interest were surgical resection rate, rate of pathologic response, 2-year overall survival (OS; time from initiation of treatment to death/last follow-up), and time to treatment discontinuation (TTD; time from initiation of treatment to cessation because of any cause). Analyses were descriptive. RESULTS Thirty patients with MSI-H BTC were identified: 19 with cholangiocarcinoma, three with gallbladder cancer, and 8 with BTC undefined. The median age at diagnosis was 61.5 years (range, 26-86). Twenty-six (86.7%) patients had advanced stage at diagnosis. Twenty-seven patients (90%) received first-line systemic therapy, and 13 (48.1%) continued onto second line. Six patients (23.1%) were restaged to resectable from advanced disease after ICI therapy and underwent resection; all remained recurrence-free at last follow-up. Of these six patients, 3 (50%) achieved a pathologic complete response. Among those receiving first-line therapy, the median TTD was 9.9 months (95% CI, 5.7 to 14.5 months) and the 2-year OS was 73% (95% CI, 56% to 94%). CONCLUSION ICI therapy in patients with MSI-H BTC demonstrated durable response and downstaged some BTC to a resectable stage. dMMR/MSI-H should be performed up-front to guide treatment decisions.
18Concurrent ARID1A/PBRM1 loss reorganizes chromatin accessibility through SWI/SNF complex redistribution in Cholangiocarcinoma
Aksu, M Dogukan, Millender, Jayla T. , Nguyen, Christine, Robertson, Keith D, Gaspar-Maia, Alexandre, Aksu, Murat , Wixom, Alexander Q. , Robertson, Keith, Gaspar‐Maia, Alexandre , Gores, Gregory J. , Conboy, Caitlin B.

The Oncologist | June 23, 2026 | Volume: 31 | Issue: Supplement_1 | Pages: No page available

10.1093/oncolo/oyag205.019 Get It

Abstract Background Cholangiocarcinoma (CCA) is an aggressive primary liver cancer with remarkable molecular heterogeneity. Mutations in SWI/SNF chromatin remodeling components occur in > 20% of CCA cases, with ARID1A and PBRM1 being significantly co-mutated. However, how the dual loss of these subunits reshapes chromatin architecture and drives oncogenic programs remains unclear that we aimed to address by profiling SWI/SNF redistribution, chromatin accessibility, 3D chromatin structure, and transcriptome in a dual Arid1a/Pbrm1 knockout mouse model. Methods CCA was induced in Cas9 knock-in mice via biliary instillation of myr-AKT along with sgRNAs targeting Arid1a and Pbrm1, generating APAC cell line. AC cell line was derived from mice receiving myr-AKT alone. Isogenic dual knockout (AC-sgAP) and control (AC-NT) lines were then generated from AC cells. Multi-omics profiling included ChIP-seq for SMARCA4/BRG1 and DPF2, ATAC-seq, RNA-seq, and Hi-C. Results ChIP-seq revealed that AC-sgAP cells showed decreased BRG1 binding (9,217 vs. 20,769 peaks) but increased DPF2 binding (7,527 vs. 2,068 peaks) and co-occupancy (5,037 vs. 1,888 peaks) compared to AC-NT. In contrast, APAC cells exhibited depletion of both BRG1 (12,994 peaks) and particularly DPF2 (146 peaks) with minimal overlap (68 shared peaks). Genome-wide accessibility profiling demonstrated that APAC cells had 78,582 differentially accessible regions compared to AC-NT, the majority (>70%) representing loss of accessibility, whereas AC-sgAP cells showed only 6,587 differentially accessible regions. Transcriptional profiling identified both unique and common significantly differentially expressed genes in APAC and AC-sgAP relative to AC-NT controls. Interestingly, topologically associating domains (TADs) calling revealed that AC-sgAP cells displayed approximately three-fold more differential TADs compared to AC-NT than APAC cells relative to controls. Conclusions Concurrent Arid1a/Pbrm1 loss drives extensive chromatin and transcriptional reprogramming through SWI/SNF redistribution. APAC cells achieving greater transcriptional dysregulation with fewer TAD disruptions might suggest that intra-TAD regulatory changes are critical events in SWI/SNF-mutant cholangiocarcinoma.
13Clinical features and transcriptomic landscape of SWI/SNF-mutated biliary tract cancers
Millender, Jayla, Aksu, Muhammed, Hohenstein, Jessie, McCabe, Chantal, Nguyen, Chrissy, Tomlinson, Jennifer, Watkins, Ryan, Carlson, Danielle, Smoot, Rory, Robertson, Keith, Gores, Gregory, Conboy, Caitlin, Millender, Jayla T. , Aksu, Murat , McCabe, Chantal E. , Tomlinson, Jennifer L. , Conboy, Caitlin B.

The Oncologist | June 23, 2026 | Volume: 31 | Issue: Supplement_1 | Pages: No page available

10.1093/oncolo/oyag205.014 Get It

Abstract Background SWI/SNF chromatin remodeling complexes are frequently mutated across human cancers, including biliary tract cancers (BTC). Within the SWI/SNF complexes, loss-of-function (LOF) mutations in ARID1A and PBRM1 are the most common and frequently co-occur alongside PI3K/AKT pathway activation. Yet, how those mutations affect the intracellular signaling landscape and transcriptomic programs is underexplored and may yield novel therapeutic opportunities. Methods Clinicodemographic parameters and mutation profiles of 250 patients with BTC were retrospectively collected through electronic medical records. Advanced overall survival (OS) was assessed in a multivariable analysis. Transcriptomic data were obtained and differentially expressed genes (DEGs) and pathways associated with SWI/SNF mutation status were analyzed. Changes in the transcriptomic landscape were compared to a murine syngeneic model of intrahepatic cholangiocarcinoma (CCA) initiated by loss of ARID1A and/or PBRM1 for cross-species validation. Results After adjusting for age, sex, and anatomical subtype, patients with SWI/SNF LOF mutations were found to have a 30% reduction in mortality risk (HR = 0.70, 95% CI: 0.50-0.98, p = 0.037). The transcriptomic cohort of 233 BTC patients included 71 (30%) with SWI/SNF LOF mutations, 21 (9%) with variants of uncertain significance, and 141 (61%) with SWI/SNF wild-type tumors. Differential gene expression and pathway analysis revealed changes in adaptive immune response, extracellular matrix, and cancer-associated proteoglycans. RNA-sequencing of murine tumors revealed the dominant effect of ARID1A loss in single and double knock-out tumors and conserved pathway alterations between mouse and human tumors. Conclusion Both murine and human primary tumors with either ARID1A alone or ARID1A/PBRM1 co-mutations exhibited altered expression of critical genes and pathways associated with proteoglycan synthesis and extracellular matrix. Ongoing research is investigating how CCA cells depend on those pathways and their canonical regulators for tumor formation and progression.
Abstract 7935: Multimodal immunotherapy remodels the tumor microenvironment in hepatocellular carcinoma: Integrative spatial and transcriptomic profiling from a Phase II trial
Fonkoua, Lionel Aurelien Kankeu, Hallemeier, Christopher L., Salem, Basim, Tkachuk, Arina , McCay, Kaitlynn, Wang, Panwen , Li, Ying, Atwell, Thomas D. , Krishan, Jethwa, Tran, Nguyen H., Washburn, Leslie, Wu, Melody Cai‐Syaun, Wu, Chen , Corraes, Andre De Menezes Silva , Graham, Rondell, Villasboas, Jose Caetano, Regan, Kevin M., Shao, Zuoyi, Kamal, Rayaan, Foster, Nathan R. , Dong, Haidong, Park, Sean S., Lin, Yi, Roberts, Lewis R. , Roberts, Lewis R , Fonkoua, Lionel Aurelien Kankeu , Hallemeier, Christopher Leigh , Conboy, Caitlin B.

Cancer Research | April 3, 2026 | Volume: 86 | Issue: 7_Supplement | Pages: 7935-7935

10.1158/1538-7445.am2026-7935 Get It

Abstract Background: Hepatocellular carcinoma (HCC) is largely refractory to immune checkpoint blockade due to immune exclusion, stromal barriers, and aberrant vasculature. We evaluated whether multimodal therapy - external beam radiotherapy (EBRT) for antigen release, intratumoral dendritic cell (DC) vaccination for antigen presentation, PD-L1 blockade for immune activation, and VEGF inhibition for vascular normalization - could convert “cold” HCC tumors into sustained immune-inflamed states. Methods: Serial biopsies (baseline, post-EBRT, end-of-treatment [EOT], and progression [PD] when available) from three patients enrolled in an ongoing phase II trial (NCT03942328) underwent multiplex immunofluorescence, spatial neighborhood analysis, and transcriptomic profiling. Longitudinal changes in cellular composition, immune-stromal architecture, spatial contact networks, and pathway activity were compared. Results: Baseline tumor microenvironments (TMEs) were strongly immune-excluded, dominated by tumor (PanCK+60-70%) and stroma (SMA+/Vimentin+25-30%) with sparse immune infiltration (<10-15%). Post-therapy, immune complexity and spatial connectivity increased 2-3-fold in all patients. Patient 1 showed robust cold-to-hot conversion with CD8+(3x), CD4+(2.2x), and DC (2.3x) expansion, increased CD8-DC interactions (2.5x), and reduced tumor fraction (-40%). Transcriptomics showed marked upregulation of IFN-γ (↑3.4x), HLA-DRA (↑2.7x), and reductions in VEGFR2 (↓50%) and HIF1A (↓40%), consistent with vascular normalization. Patient 2 exhibited stromal/vascular remodeling and improved T-cell infiltration but restricted immune diversity, with CD4+/CD8+ dyads (↑2.2x) and B/NK cells(↓ 60%). Neighborhood diversity rose (3→7 communities) and immune-tumor proximity improved (distance ↓ 35%). Patient 3 showed transient inflaming with CD8+(↑3x), DC(↑2x), and new CD4-CD20/CD4-CD56 interactions, followed by relapse marked by stromal/myeloid re-expansion (SMA+↑1.8x, CD14+↑2.5x), angiogenic resurgence (VEGFR2/CD34+↑2.2x), contraction of immune networks, and genomic shift from activating CTNNB1 mutation loss to ATM gain. DCs accumulated but localized mainly to DC-DC or DC-myeloid niches, indicating non-productive antigen presentation. Conclusions: Multimodal EBRT+DC+PD-L1/VEGF blockade induces four-sided synergistic TME reprogramming - antigen release, immune priming, checkpoint release, and vascular normalization - promoting cold-to-hot conversion in HCC. Durable inflaming correlates with sustained T-cell/DC expansion and vascular remodeling, whereas relapse reflects stromal/myeloid reinforcement and genomic adaptation. These findings define mechanistic trajectories of TME remodeling and highlight actionable barriers to sustained immunotherapy response in HCC. Citation Format: Lionel Aurelien Kankeu Fonkoua, Christopher L. Hallemeier, Basim Salem, Arina Tkachuk, Kaitlynn McCay, Panwen Wang, Ying Li, Thomas D. Atwell, Krishan R. Jethwa, Caitlin Conboy, Nguyen H. Tran, Leslie A. Washburn, Melody Wu, Chen Wu, Andre De Menezes Silva Corraes, Rondell P. Graham, Jose Caetano Villasboas, Kevin Regan, Zuoyi Shao, Rayaan Kamal, Nathan R. Foster, Haidong Dong, Sean Park, Yi Lin, Lewis R. Roberts. Multimodal immunotherapy remodels the tumor microenvironment in hepatocellular carcinoma: Integrative spatial and transcriptomic profiling from a Phase II trial [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 1 (Regular Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(7 Suppl):Abstract nr 7935.
Multiomics-driven discovery of predictive biomarkers and strategies to overcome resistance to SFK-YAP inhibition in cholangiocarcinoma
Kuipers, Hendrien , Carlson, Danielle M. , Jessen, Erik , Abeynayake, Aushinie, Mun, Dong-Gi, Tomlinson, Jennifer L. , Abdelrahman, Amro M. , Werneburg, Nathan W., Li, B. , Ozmert, Enis H., Conboy, Caitlin B. , Truty, MD Mark, Pandey, Akhilesh, Ilyas, Sumera, Gores, Gregory J., Smoot, Rory L., Mun, Dong‐Gi , Mun, Dong-Gi , Tomlinson, Jennifer , Abdelrahman, Amro M , Borad, Mitesh J , Truty, Mark J , Ilyas, Sumera Irie , Gores, Gregory J. , Smoot, Rory L , Jessen, Erik , Conboy, Caitlin B , Carlson, Danielle Marie , Sample, Jack W. , Borad, Mitesh J. , Truty, Mark J. , Ilyas, Sumera I. , Gores, Gregory J.

No container title available | January 23, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.01.21.699926 Get It

ABSTRACT The limited efficacy of current therapies against cholangiocarcinoma (CCA) necessitates the development of novel treatment strategies. Src family kinases (SFKs) contribute significantly to tumor progression and resistance in CCA. Therefore, we investigated the novel, first-in-class SFK ‘OFF’ inhibitor NXP900 in diverse preclinical CCA models, including those with acquired resistance. This study evaluated the therapeutic effects of NXP900 and detailed adaptive molecular responses to SFK inhibitor therapy. We also aimed to identify biomarkers predictive of drug sensitivity using integrated multiomic profiling and develop strategies to overcome resistance. NXP900 inhibited YAP activity through direct inhibition of tyrosine phosphorylation and indirect activation of the Hippo pathway via LATS. These effects were associated with decreased tumor cell viability in CCA cell lines and several in vivo models. Notably, IDH -mutant patient-derived xenograft CCA models were particularly sensitive to NXP900. NXP900 also synergized with gemcitabine/cisplatin chemotherapy, enhancing antitumor efficacy in both in vitro and in vivo models. Multiomic analyses combining transcriptomics, global proteomics, and phosphoproteomics identified molecular features associated with primary response and acquired resistance. IL13RA-AKT signaling was upregulated in resistant models; NXP900 sensitivity could be restored with AKT or IL13RA2 inhibition. Together, these findings demonstrate the therapeutic potential of NXP900 as a novel YAP inhibitor in CCA and support further investigation in a clinical trial. Graphical Abstract
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.
First-line atezolizumab/bevacizumab or durvalumab/tremelimumab in advanced hepatocellular carcinoma: a real world, multicenter retrospective study
Kournoutas, Ioannis , Marell, Paulina S. , Peersen, Anina, Shah, Priyanshi , VanDommelen, Kyle, Gupta, Garima , Akce, Mehmet , Yang, Ju Dong , Chen, Pin‐Jung , Naleid, Nikolas , Peterson, Nicole , Sahai, Vaibhav , Halfdanarson, Thorvardur, Kankeu, Lionel Fonkoua, Washburn, Leslie, Conboy, Caitlin B. , Goenka, Ajit H. , Thompson, Scott A. , Ahn, Daniel H. , Jatoi, Aminah , Marell, Paulina, Gile, Jennifer , Yang, Ju Dong , Sahai, Vaibhav , Jin, Zhaohui , Fonkoua, Lionel Aurelien A Kankeu , Washburn, Leslie A, Goenka, Ajit, Starlinger, Patrick , Roberts, Lewis, Jatoi, Aminah , Ou, Fang-Shu , Tran, Nguyen , Conboy, Caitlin B , Kamath, Suneel Deepak , Mahipal, Amit , Wee, Wen , Jin, Zhaohui , Fonkoua, Lionel Aurelien Kankeu , Torbenson, Michael , Thompson, Scott, Venkatesh, Sudhakar K. , Starlinger, Patrick , Roberts, Lewis R. , Gores, Gregory J. , Babiker, Hani M. , Borad, Mitesh J. , Bekaii‐Saab, Tanios , McWilliams, Robert R. , Ou, Fang‐Shu

The Oncologist | September 20, 2025 | Volume: 30 | Issue: 11 | Pages: No page available

10.1093/oncolo/oyaf286 Get It

Abstract Background Unresectable hepatocellular carcinoma (uHCC) is a leading cause of cancer death. FDA-approved first-line systemic therapies include atezolizumab/bevacizumab (atezo/bev) and durvalumab/tremelimumab (durva/treme); however, there is a lack of comparative data. Methods We reviewed outcomes of patients with uHCC who initiated atezo/bev or durva/treme between 2017 and 2024, across six institutions. Overall survival (OS) and time to treatment discontinuation (TTD) were analyzed using the Kaplan–Meier and Cox models, adjusting for baseline characteristics. Results Four hundred fifty-two uHCC pts were included. Median age: 68 years; 77% male; 81% white. Most common etiologies were viral hepatitis (38.9%) and metabolic dysfunction-associated steatohepatitis (19.5%). Disease progression was the primary reason for treatment discontinuation, atezo/bev (56%) and durva/treme (42%). Outcomes were not statistically significant (median OS [month, m]: 14.0 vs 14.6 [P = .66]; median TTD [m]: 4.9 vs 3.9 [P = .42] for atezo/bev vs durva/treme). Outcomes were significantly different between Child-Pugh classes (CP: A, B7, B8/9, C) respectively, median OS(m): 19.0, 6.1, 5.1, 2.0 (P < .001); median TTD(m): 6.1, 2.3, 3.0, 1.3 (P < .001). Conclusions In this real-world study of uHCC, no significant difference in clinical outcomes was observed between atezo/bev and durva/treme in the first-line setting. CP scores were a key prognostic variable with both regimens.
A Phase 1 study of the novel GCN2 kinase activator NXP800 in patients with advanced cholangiocarcinoma
Larson, Joseph J. , Conboy, Caitlin B. , Ahn, Daniel H. , Wu, Christina, Gores, Gregory J., Smoot, Rory L. , Kuipers, Hendrien , Sonbol, Mohamad Bassam , Smoot, Rory L , Conboy, Caitlin B , Bekaii‐Saab, Tanios , Ilyas, Sumera I. , Gores, G. J., Borad, Mitesh J.

Future Oncology | July 28, 2025 | Volume: 21 | Issue: 21 | Pages: 2723-2730

10.1080/14796694.2025.2539611 Get It

Abstract A020: Machine learning models of RNA expression landscapes help predict overall tumor response to chemotherapy in cholangiocarcinoma
Jessen, Erik , Carlson, Danielle M. , Salehinejad, Hojjat , Larson, Ellen L. , Mun, Dong‐Gi , Abdelrahman, Amro M. , Tomlinson, Jennifer L. , Carlson, Danielle Marie , Conboy, Caitlin B. , Smoot, Rory L.

Clinical Cancer Research | July 10, 2025 | Volume: 31 | Issue: 13_Supplement | Pages: A020-A020

10.1158/1557-3265.aimachine-a020 Get It

Abstract Background: The standard first line therapy for cholangiocarcinoma (CCA), gemcitabine and cisplatin +/- immunotherapy, only induces disease control in approximately 75% of patients (KEYNOTE-966 Trial). While several candidate single genes that predict gemcitabine and cisplatin resistance have been proposed, the overall molecular landscape that leads to resistance is not well understood. Predicting response based on molecular characteristics would benefit the clinical decision-making process when selecting appropriate chemotherapy regimens for CCA patients. Methods: Fifty-five Mayo Clinic CCA patients who underwent whole transcriptome RNA sequencing were included. Forty-eight patients had TempusXR sequencing and 7 patients used institutional labs. Normalized transcript-level data was converted to KEGG pathway-level data using overrepresentation ranking. Patient oncology notes were manually reviewed for response to gemcitabine plus cisplatin therapy, with or without concurrent pembrolizumab or durvalumab. Oncologists used a mixture of formal RECIST criteria and expert opinion to determine whether the response to gemcitabine and cisplatin +/- immunotherapy was progressive disease (PD), stable disease (SD), partial response (PR), or complete response (CR). The binary outcome of PD vs SD/PR/CR based on KEGG pathway overrepresentation was modelled using a Tabular Prior-data Fitted Network (TabPFN). Validation was performed using leave-one-out cross-validation. External model testing was performed on RNA sequencing data from 11 patient-derived xenografts that were treated with gemcitabine and cisplatin and underwent ultrasound measurements of tumor size. Results: There were 34 patients with SD/PR/CR and 21 patients with PD as the best response while receiving gemcitabine and cisplatin +/- immunotherapy. TabPFN cross-validation accuracy was 0.73, recall 0.94, precision 0.71, and F1 score 0.81. External validation accuracy was 0.70, with one xenograft exhibiting mixed response. In contrast, the best trained model using a 14-gene subset previously published for gemcitabine resistance prediction in pancreatic adenocarcinoma had accuracy 0.58. Conclusions: Machine learning models like TabPFN can capture relationships in high-dimensional transcriptomic information in novel ways that enhance our ability to predict chemotherapy response. Integrating machine learning to understand the complex molecular landscape of CCA will be a valuable tool for therapeutic regimen selection. Citation Format: Ellen L. Larson, Erik Jessen, Dong-Gi Mun, Amro Abdelrahman, Jennifer Tomlinson, Danielle Carlson, Hojjat Salehinejad, Caitlin Conboy, Rory Smoot. Machine learning models of RNA expression landscapes help predict overall tumor response to chemotherapy in cholangiocarcinoma [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Artificial Intelligence and Machine Learning; 2025 Jul 10-12; Montreal, QC, Canada. Philadelphia (PA): AACR; Clin Cancer Res 2025;31(13_Suppl):Abstract nr A020.