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247 citation(s) found for "Gores, Gregory".

Accelerated Biological Aging in Cholestatic Liver Disease: Telomere Attrition and Association With Disease Severity
Alsakarneh, Saqr G , Juran, Brian D., Fernandez, Jenna , Patnaik, Mrinal , Gores, Gregory J. , LaRusso, Nicholas F , Lazaridis, Konstantinos N

Mayo Clinic

Alimentary Pharmacology & Therapeutics | September 29, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1111/apt.71013 | PMID 42808449 Get It

ABSTRACT Background Primary sclerosing cholangitis (PSC) and primary biliary cholangitis (PBC) are rare, chronic cholestatic liver diseases with heterogeneous progression and limited biomarkers of disease biology. Epigenetic age acceleration has been demonstrated in PSC and PBC, suggesting accelerated biological aging. DNA methylation–derived telomere length (DNAmTL) reflects replicative aging and cellular turnover, but its role in PSC and PBC remains unclear. We aimed to evaluate DNAmTL in PSC and PBC and its association with disease severity. Methods We analysed and compared DNAmTL and age‐adjusted DNAmTL among patients with PSC ( n = 474) versus PSC controls ( n = 484) and patients with PBC ( n = 291) versus PBC controls ( n = 291). Associations with clinical outcomes were assessed using nonparametric tests and multivariable logistic regression models. Correlations with primary sclerosing cholangitis Risk Estimate Tool (PREsTO) score and epigenetic age acceleration (AgeAccelGrim) were evaluated using linear regression. Results Patients with PSC demonstrated significantly shorter age‐adjusted DNAmTL compared with controls (median −0.036 vs. 0.016, p < 0.001). Patients with PBC also exhibited reduced DNAmTL relative to controls (median 6.814 vs. 6.885, p < 0.001). Within PSC, shorter DNAmTL was associated with cirrhosis (OR 0.21, 95% CI 0.06–0.69, p = 0.013) and advanced disease (OR 0.20, 95% CI 0.06–0.67, p = 0.009). Shorter DNAmTL was also observed in hepatic decompensation and hepatobiliary malignancy, including cholangiocarcinoma. DNAmTL inversely correlated with PReSTO score ( p < 0.001). DNAmTL was strongly inversely correlated with AgeAccelGrim in both PSC and PBC ( p < 0.001). Conclusion Cholestatic liver diseases are associated with shortened DNAmTL, which independently correlates with disease severity in PSC. Together with epigenetic age acceleration, these findings support a model of accelerated biological aging in PSC and PBC characterized by converging signatures of accelerated biological aging that may contribute to progressive biliary injury and fibrosis.
Orchestrated cell death pathways in cholangiopathies
Guicciardi, Maria Eugenia , Pistorio, Valéria , Soret, Pierre‐Antoine , Steunou, Virginie , Gores, Gregory J. , Gautheron, Jérémie

Mayo Clinic

Gut | September 11, 2026 | Volume: No volume available | Issue: No issue available | Pages: gutjnl-2026-339264

10.1136/gutjnl-2026-339264 | PMID 42728026 Get It

Cholangiopathies comprise a heterogeneous group of chronic liver diseases characterised by progressive bile duct injury, ductular reaction and fibrotic remodelling. Despite distinct aetiologies, these disorders share common cellular stressors that ultimately converge on cholangiocyte dysfunction and loss. In this context, programmed cell death has emerged as a central mechanism linking epithelial stress, immune activation and the development of biliary fibrosis. A range of regulated cell death pathways, including apoptosis, necroptosis, pyroptosis, ferroptosis and autophagy-dependent cell death, can be triggered in cholangiocytes in a disease-dependent and context-dependent manner. Growing evidence suggests that these pathways rarely act in isolation. Instead, they intersect through shared molecular nodes, forming integrated cell death programmes such as PANoptosis. Importantly, it is becoming clear that not only overt cell death but also sublethal activation of death-related signalling can perpetuate cholangiocyte dysfunction and fuel chronic disease progression. Current therapeutic strategies, such as ursodeoxycholic acid and peroxisome proliferator-activated receptor agonists, mainly aim to modify bile composition and improve biochemical parameters. However, they do not directly target the molecular networks governing cholangiocyte death, which may partly explain their limited impact on fibrosis and long-term outcomes. In this review, we synthesise current knowledge on regulated cell death mechanisms in cholangiopathies, highlight key conceptual and technical challenges that complicate their interpretation and therapeutic targeting, and discuss how sublethal death signalling may connect with senescence to sustain cholangiopathy progression and shape therapeutic perspectives.
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

Mayo Clinic

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

10.1093/oncolo/oyag343 | PMID 42640574 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.
IL-17C—activated MAIT cells drive fibrosis in immune-mediated liver disease 2329709
Gutiérrez, Florencia , Faria, Michelle Baez, Wixom, Alexander, Gores, Gregory, Azad, Adiba, Baez-Faria, Michelle, Wixom, Alexander Q. , Lazaridis, Konstantinos

Mayo Clinic

The Journal of Immunology | July 28, 2026 | Volume: 215 | Issue: Supplement_1 | Pages: No page available

10.1093/jimmun/vkag141.1785 Get It

Abstract Introduction Primary sclerosing cholangitis (PSC) is an immune-mediated chronic fibrotic liver disease with no effective medical therapies. We showed that bile duct epithelial cells, called cholangiocytes, express IL-17C, a cytokine that modulates immune responses. Mucosal-associated invariant T cells (MAITs) have been implicated in fibrosis, but their mechanistic role in PSC remains unknown. SPARC (secreted protein acidic and rich in cysteine) is an extracellular matrix protein whose role in hepatic fibrosis is unexplored. Methods Flow cytometry, RNAscope, ELISA, RNA sequencing, immunofluorescence, immunocytochemistry, spheroid culture. Results Flow cytometry of bile duct brushings from PSC patients (n = 8) revealed that 41.32% of T cells were MAITs, indicating their proximity to cholangiocytes within the epithelial-immune niche. MAITs co-cultured with PSC patients-derived cholangiocytes showed increased activation than with normal human cholangiocytes (p = 0.018, n = 4). RNAscope on human livers identified increased IL17C expression in PSC cholangiocytes compared to controls (p = 0.064, n = 3), and IL-17C levels were elevated in PSC bile (p = 0.035, n = 25). Surprisingly, the receptor of IL-17C is enriched in MAITs in PSC (re-analysis of single cell-RNA seq, PMID: 33774059). Bulk RNA sequencing of IL-17C-treated peripheral blood MAITs revealed upregulation of T cell activation markers and pathways associated with hepatic fibrosis. Moreover, IL-17C-treated MAITs increased SPARC secretion (p = 0.025, n = 7), an effect attenuated by IL-17C blockade. Consistently, conditioned media from IL-17C—treated MAITs activated hepatic fibroblasts (HF), evidenced by increased PDGFRβ expression (p = 0.048, n = 6). SPARC directly promoted HF activation, marked by increased α-SMA (p = 0.039, n = 5). Co-culture of primary human HF, MAITs and cholangiocytes in the presence of IL-17C enhanced HF activation. Conclusion IL-17C drives MAITs toward a profibrogenic phenotype in PSC, promoting HF activation through SPARC. Funding Source C-SIG P30DK084567 Topic Categories Immune Mechanisms of Human Disease (HUM)
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.

Mayo Clinic

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

10.1200/po-25-01156 | PMID 42430699 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.
19Aptamer-targeted delivery of siRNA therapeutics for cholangiocarcinoma
Kabashima, Ayano , Ozmert, Enis H, Driscoll, Julia, Carlson, Danielle M. , Doherty, Caroline , Kimball, Brooke, Millender, Jayla, Nishi, Hidemi , Gondaliya, Piyush , Patel, Tushar C, Maher, L James, Wilbanks, Brandon , Sample, Jack W. , Driscoll, Julia , Carlson, Danielle Marie , Kimball, Brooke , Millender, Jayla T. , Yan, Irene K. , Pearson, Keenan , Gores, Gregory J. , III, Louis James Maher , Smoot, Rory L.

Mayo Clinic

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

10.1093/oncolo/oyag205.020 Get It

Abstract Background and Objectives Cholangiocarcinoma (CCA) is an aggressive, highly lethal cancer of the biliary tract epithelium for which tumor resection is the only curative treatment. However, approximately half of patients present with nonresectable disease and median survival of these patients is just 8-12 months. A significant need exists for tumor-targeted therapeutics for patients with advanced disease who currently have limited treatment options. We aimed to address this need by developing an aptamer-targeted therapy for delivery of siRNAs inhibiting undruggable components of the Hippo pathway, a key driver of cholangiocarcinoma. Method We applied cell-SELEX against human CCA model cell line HuCCTl with negative selection against normal hepatocytes and cholangiocytes to identify an aptamer that selectively bound tumor cells. This aptamer, termed MC7122, was chemically modified to include fluorescent labels that enabled whole-animal biodistribution studies to assess in vivo selectivity. MC7122 was then deployed onto the surface of siRNA-loaded nanovesicles to drive tumor-targeted nucleic acid delivery. Tumor-bearing mice were treated with siRNAs three times per week for two weeks alone or in combination with standard of care chemotherapy. Results Combined treatment with siRNAs and standard of care chemotherapy reduced tumor burden in mice versus vehicle controls and slowed the spread of metastasis. Importantly, we found tumor-specific target gene knockdown without corresponding off-target knockdown in healthy surrounding liver tissue. Further, we demonstrated that sites in the lung, the primary location of metastasis in this model, were reduced not because of global target knockdown in lung but due to tumor-specific knockdown at the site of liver implantation. Conclusions Aptamer-guided vesicles represent a promising platform for targeted therapy delivery for previously undruggable targets. With this platform, tumor-selective therapies can be designed to exhibit exceptionally potent cytotoxicity, as healthy tissues remain unaffected by off-target effects. Future work will focus on refinement of therapeutic siRNA target selection and modification of nanovesicle components for enhanced levels of tumor specificity.
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.

Mayo Clinic

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 &gt; 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 (&gt;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.
3BAP1 loss confers ferroptosis resistance to cholangiocarcinoma via TLCD1-mediated mitochondrial membrane phospholipid remodeling
Zhao, Yu, Classon, Peyton, Carlson, Danielle M. , Millender, Jayla T. , Abdelrahman, Amro M, Ilyas, Sumera I, Patel, Tushar C, Truty, Mark J. , Povero, Davide , Zhao, Yu, Classon, Peyton, Carlson, Danielle Marie , Yan, Irene K. , Ilyas, Sumera I. , Smoot, Rory L. , Gores, Gregory J.

Mayo Clinic

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

10.1093/oncolo/oyag205.004 Get It

Abstract Background Cholangiocarcinoma (CCA) is a deadly cancer of the hepatic bile duct epithelial cells. Loss-of-function mutations of epigenetic regulator ubiquitin C-terminal hydrolase deubiquitinase BRCA1associated protein 1 (BAP1) occur in 26-32% of human CCA and are associated with worse prognosis and resistance to cytotoxic therapy. The goal of this study is to identify how BAP1 loss promotes cell death evasion through metabolic rewiring. Materials and methods Isogenic wild-type and BAP1-deficient human and murine CCA cell lines were generated with shRNA/siRNA or CRISPR/Cas9 and were used to assess ferroptosis sensitivity by treatment with ferroptosis inducers. In vitro, ferroptosis was assessed by phospholipid peroxidation (C-11BODIPY), mitochondrial phospholipid peroxidation (MitoPeDPP, MitoCLox), iron overload (MitoFerro green) and cell death (CellTiter-Glo). Phospholipidomics and proteomics were performed in isogenic cells by LC-MS/MS. Syngeneic liver orthotopic CCA murine models and patient-derived xenografts (PDX) were used for in vivo pre-clinical studies. Results Our findings indicate that BAP1 loss confers CCA ferroptosis resistance. BAP1 loss protects CCA against mitochondrial iron overload, ROS accumulation, and phospholipid peroxidation. BAP1 loss protects from mitochondrial phospholipid peroxidation and cardiolipin oxidation. Unbiased phospholipidomic profiling revealed that BAP1 loss remodels membrane phospholipid composition, enriching for ferroptosis blocking monounsaturated phospholipids (MUFA-PLs) at the expense of ferroptosis-inducing polyunsaturated (PUFA-PLs). We found that BAP1 loss upregulates TLCD1, a phosphatidylethanolamine acyltransferase that incorporates MUFAs into membrane phospholipids, thereby stabilizing membranes against peroxidation. TLCD1 knockdown in ferroptosis-resistant BAP1-deficient CCA cells, restored ferroptosis sensitivity. Notably, TLCD1 is significantly upregulated in human BAP1-mutant CCA as compared to BAP1-expressing tumors. While not a mitochondrial protein, TLCD1 localizes in the ER and by the mitochondrial outer membrane, as demonstrated by our immunofluorescence analysis in human CCA cells. From a therapeutic perspective, we developed EpCAM (adhesion molecule highly expressed in CCA cells)-aptamer coated lactosomes packaged with siRNA against glutathione peroxidase 4 (GPX4), as a proof-of-concept strategy to safely induce ferroptosis selectively in CCA in vitro and in vivo. Administration of siGPX4-lactosomes in pre-clinical syngeneic liver orthotopic CCA murine models demonstrated a favorable safety profile, achieved robust intratumoral GPX4 knockdown (&gt;50%), exhibited optimal biodistribution, induced significant tumor lipid peroxidation, and resulted in reduced tumor burden. Lastly, ferroptosis inducer JKE-1674, combined with gemcitabine/cisplatin (Gem/Cis) significantly blocked tumor growth of Gem/Cis-resistant patient-derived xenografts. Conclusions Our findings reveal that BAP1 loss reprograms mitochondrial phospholipid metabolism thus conferring CCA resistance to ferroptosis, identifying TLCD1 as a targetable metabolic vulnerability in BAP1-mutant CCA. Additionally, our findings support ferroptosis inducing compounds as promising therapeutic approaches for CCA.
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.

Mayo Clinic

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.
38AI Starter: Medical Image Analysis for Cholangiocarcinoma Projects
Singh, Yashbir, Wei, Yujia, Salehi, Sara, Erickson, Bradley J, Andersen, JB , Singh, Yashbir , Salehi, Sara , Gores, Gregory J. , Erickson, Bradley J.

Mayo Clinic

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

10.1093/oncolo/oyag205.039 Get It

Abstract Background & Objectives Cholangiocarcinoma (CCA) is a rare and aggressive malignancy of the bile ducts characterized by complex imaging patterns, high inter-reader variability, and limited subspecialty expertise. Despite the critical importance of early detection for improving patient outcomes, most artificial intelligence (AI) tools developed for radiology have focused on other organ systems, leaving CCA largely underserved. Furthermore, clinicians with relevant domain expertise frequently lack the programming background required to participate meaningfully in AI development. This work aimed to create an accessible, educational AI framework “AI Starter” designed to empower radiologists and clinicians to initiate medical image analysis projects for CCA without requiring extensive coding knowledge. Methods A structured, end-to-end AI pipeline was introduced covering the key stages of image acquisition, preprocessing, segmentation, feature extraction, and predictive modeling. Open-source frameworks, specifically MONAI and PyTorch, were employed to ensure reproducibility and accessibility. Transfer learning strategies were incorporated to address the challenge of limited CCA-specific training datasets. The pipeline was designed with modular components to reduce technical barriers and accommodate users across varying levels of computational experience. Results Radiologists and clinicians were able to successfully engage with and deploy AI tools for CCA imaging analysis using this framework. Transfer learning demonstrably improved model performance under data-limited conditions, and the open-source implementation supported reproducible research workflows. Key challenges identified included scanner variability, segmentation instability, feature instability, and model overfitting, all of which were transparently mapped within the pipeline. Conclusion The AI Starter framework offers a practical and educational entry point for the CCA community including basic scientists and clinicians to meaningfully engage with and understand AI-driven imaging analysis.