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939 citation(s) found for "Tan, AR".

Diagnosis and management of immune effector cell–associated enterocolitis after ciltacabtagene autoleucel
Lim, Kenneth J C , Lee, Hee Eun , Chen, Zongming Eric, Bledsoe, Adam C. , Parrondo, Ricardo , Chhabra, Saurabh , Dooley, Katharine , Corraes, Andre De Menezes Silva , Gertz, Morie A. , Hwa, Y., Stephens, Haily, Kapoor, Prashant , Tan, Melinda S.Y., Kourelis, Taxiarchis , Warsame, Rahma , Yadav, Udit , Wiedmeier-Nutor, Julia Erin, Geyer, Susan, Kumar, Shaji , Chowla, Navreet , Lin, Y., Bledsoe, Adam C , De Menezes Silva Corraes, Andre , Gertz, Morie A , Hwa, Lisa, Cook, Joselle M , Binder, Moritz , Bergsagel, P. Leif , Yadav, Udit , Wiedmeier-Nutor, Erin, Fonseca, Rafael , Kumar, Shaji K , Chowla, Navreet , Parrondo, Ricardo D , Chhabra, Saurabh , Lim, Kenneth J C , Stephens, H. J. B., Cook, Joselle , Binder, Moritz , Bergsagel, P. Leif , Geyer, Susan M. , Ailawadhi, Sikander , Fonseca, Rafaël

Blood Advances | April 10, 2026 | Volume: 10 | Issue: 13 | Pages: 4495-4507

10.1182/bloodadvances.2025018853 | PMID 41961998 Get It

Abstract Immune effector cell–associated enterocolitis (IEC-EC) has been observed after ciltacabtagene autoleucel (cilta-cel [Carvykti]) chimeric antigen receptor T-cell (CAR-T) therapy. It is associated with dismal outcomes and is poorly characterized. Here, we examined its clinical features, risk factors, and proposed management strategies. Among the 229 consecutive patients who received cilta-cel at Mayo Clinic, 9 (3.9%) presented with a nonresolving, nonbloody, grade 3 diarrhea, often requiring prolonged total parenteral nutrition. Gastrointestinal coinfections were seen in most patients. Median time from CAR-T infusion to symptom onset was 85 days (range, 35-166), and there appeared to be a latency from symptom onset to endoscopic evaluation. Histopathology findings resembling a graft-versus-host disease pattern of mucosal injury were most seen on duodenal biopsies, whereas 2 cases had patterns akin to a T-cell lymphoproliferative disorder (1 CD4+ and 1 CD8+). Independent associated factors for IEC-EC included high-risk disease as defined by the International Myeloma Society and International Myeloma Working Group, prolonged cytokine release syndrome, and antecedent delayed neurotoxicity. Response to first-line therapy comprising IV or oral corticosteroids, bile acid sequestrants, IV immunoglobulin, and antimicrobial-directed therapy was poor, with no durable responses. Biologic therapy appeared to induce durable responses in 3 of the 5 patients (2/2 vedolizumab; 1/3 infliximab); none of the responders had gastrointestinal coinfection. Early gastroenterology input for endoscopic evaluation with the inclusion of duodenal biopsy is a key component for diagnosis. Early institution of biologic therapy after failure of a short course of corticosteroids should be considered.
Cultivating a Quality Improvement Culture With Mayo Clinic Quality Academy
Rohila, Vriddhi, Reyes, Chloe, Lawrence, Ashley, Phan, Hiliary, Gomes, April M., Ma, Chendong , Cox, Matthew D, Tan, Nelly , Cox, Matthew D. , Franco, Pablo Moreno

American Journal of Medical Quality | April 10, 2026 | Volume: 41 | Issue: 3 | Pages: 133-138

10.1097/jmq.0000000000000298 | PMID 41961077 Get It

We examined outcomes of a quality improvement (QI) culture implemented through Mayo Clinic Quality Academy by retrospectively reviewing data from QI projects credited from 2019 to 2024. Data analyzed included roles, member count, region, project details, priorities, financial outcomes, methodologies, and lessons learned. During the study period, Mayo Clinic Quality Academy credited 1106 projects involving 10 063 members (median, 8 members per project). Physicians participated in 52.4% of projects, allied health professionals in 83.6%, and nurses in 55.2%. Among all projects, teamwork (54.0%) and efficiency (52.8%) were the most common organizational priorities; among National Academy of Medicine priorities, efficiency was the most common (32.2%), followed by safety (20.7%) and patient-centeredness (18.9%). Model for improvement was the most prevalent QI methodology (29.2%). Most participants (93%) believed the QI project changed the way they work. Cultivating a QI culture influences health care delivery by emphasizing efficiency, teamwork, operational performance, patient outcomes, satisfaction, and financial benefits.
Precision Diagnostics in Prostate Cancer Treatment (PREDICT): A Phase II Multiarm Biomarker-Based Study (Alliance A032102)
Chen, Yu‐Wei , Bobek, Olivia , Heller, G., Berg, S., Tan, Alan , Zhao, Shuang G. , Galsky, Matthew D. , Beltran, Himisha , McKay, Rana R. , Berg, Stephanie , Berg, Stephanie A , Zhao, Shuang G , Galsky, Matthew D , Rosenberg, Jonathan E , Beltran, Himisha , McKay, Rana R , Bobek, Olivia , Heller, Glenn , Chen, Yu-Wei

JCO Oncology Advances | April 9, 2026 | Volume: 3 | Issue: 2 | Pages: No page available

10.1200/oa-25-00187 | PMID 42232816 Get It

Determinants of gastrointestinal disease burden and survival in systemic AL amyloidosis
Steinhardt, Maximilian , Muchtar, Eli , Kourelis, Taxiarchis , Warsame, Rahma , Mauermann, Michelle Lynn, Buadi, Francis K. , Dingli, David, Leung, Nelson , Cook, Joselle , Go, Ronald S., Hayman, Suzanne R. , Gonsalves, Wilson I, Kapoor, Prashant , Zanwar, Saurabh , Hellou, Tamer , Tan, Melinda S.Y., Halawi, Houssam, Fonder, A C, Hobbs, Miriam, Abdallah, Nadine , Lin, Y., Siddiqui, Mustaqeem, Kyle, R., Einsele, Hermann, Rajkumar, S Vincent, Kumar, Shaji , Steinhardt, Maximilian , Binder, Moritz , Hellou, Tamer , Fonder, Amie , Abdallah, Nadine H , Siddiqui, Mustaqeem A , Kortüm, Martin , Kumar, Shaji K , Gertz, Morie A , Dispenzieri, Angela , Leung, Nelson , Muchtar, E , Buadi, Francis K , Cook, Joselle M , Mauermann, Michelle L. , Dingli, David , Go, Ronald S. , Gonsalves, Wilson I. , Binder, Moritz , Halawi, Houssam , Siddiqui, Mustaqeem , Kortüm, K. Martin , Einsele, Hermann , Rajkumar, S. Vincent , Gertz, Morie A. , Dispenzieri, Angela

Blood Advances | April 9, 2026 | Volume: 10 | Issue: 11 | Pages: 4009-4019

10.1182/bloodadvances.2026019722 | PMID 41954624 Get It

Abstract Gastrointestinal (GI) involvement is a clinically relevant but undercharacterized manifestation of systemic light chain amyloidosis (AL). We aimed to define the clinical spectrum, histologic patterns, and outcomes of symptomatic GI involvement in AL. We retrospectively analyzed 4396 patients with AL from 2010 to 2024, of whom 521 (11.9%) had provider-attributed symptomatic GI involvement; 66% had biopsy-proven GI AL. Symptoms most commonly included early satiety (61%), bowel irregularities (58%), nausea (35%), abdominal pain (28%), and dysphagia (23%). Autonomic neuropathy was frequent (43% clinician attributed; 23% via autonomic reflex testing) and contributed to dysmotility-related symptoms, often without GI biopsy positivity. Among 747 GI biopsies, mucosal infiltration predominated (71%) and was associated with bleeding (22% vs 9%), cachexia, and inferior survival, whereas vascular involvement was associated with lower bleeding risk. Combined involvement of mucosa, submucosa, and vessels conferred the worst prognosis (median overall survival [mOS], 2.4 vs 5.1 vs 7.8 years for 3 vs 2 vs 1 layer); mOS was 6.8 years and was primarily driven by cardiac stage and hematologic response (very good partial response [VGPR] or better: hazard ratio, 0.20; 95% CI 0.13-0.32), with more favorable outcomes in patients with isolated GI involvement. Cachexia and persistent diarrhea were the main drivers of morbidity, need for nutritional support, and GI-related mortality (odds ratio, 2.7 for the combined end point). GI bleeding rarely recurred after achieving VGPR or better. Overall, mucosal involvement, cachexia, and dysmotility define clinically meaningful GI AL and support systematic assessment of autonomic dysfunction as well as evaluation of the need for nutritional support as a GI-specific end point for AL trials.
Abstract 7810: Engineering macrophages as a novel therapeutic approach for high-risk neuroblastoma
Tan, Ke‐En , Zhang, Cheng, Baker, Caleb T., Tan, Shyang Hong , Sosic, Alexis M., Lim, Yat-Yuen, Ung, Choong-Yong, Correia, Cristina Belo , Lin, Yi, Li, H, Zhu, Shizhen , Yeo, Kok Siong , Zhang, Cheng, Lim, Yat‐Yuen , Ung, Choong Yong , Correia, Cristina, Polites, Stephanie F. , Weiss, William A.

Cancer Research | April 3, 2026 | Volume: 86 | Issue: 7_Supplement | Pages: 7810-7810

10.1158/1538-7445.am2026-7810 Get It

Abstract Neuroblastoma (NB) accounts for 10% of pediatric cancer-related deaths. High-risk NB is frequently metastatic at diagnosis and has a poor 5-year survival rate (<50%) despite aggressive treatment. GD2, a disialoganglioside glycolipid that is expressed in nearly all NBs, has been validated as a promising immunotherapy target. Although GD2-CAR-T cells have been clinically evaluated, their efficacy has been limited by poor tumor infiltration and the immunosuppressive tumor microenvironment (TME), highlighting the need for alternative immune-based strategies. With inherent capacity of macrophages to infiltrate tumors, phagocytose cancer cells, and modulate TME, they represent a promising alternative strategy for immunotherapy in NB. In this study, we developed and evaluated GD2-CAR-macrophages (GD2-CAR-Ms) as a novel therapeutic approach for NB. GD2-specific CAR constructs were designed, validated, and introduced into multiple human and murine monocyte/macrophage cell lines via lentiviral transduction. Fluorescent microscopy and flow cytometry confirmed a significant enhancement in the phagocytosis of GD2-high NB cells by GD2-CAR-Ms containing Hu3F8 single-chain variable fragment (scFv). A strong positive correlation was observed between GD2 expression levels on the target cells and phagocytosis efficiency of GD2-CAR-Ms, indicating that the phagocytic activity of GD2-CAR-Ms is antigen-specific. Anti-tumor efficacy was further evaluated in vivo using an immunocompetent Mycn-expressing NB non-genetically engineered mouse model (MYCN-NGEMM). Mice treated with GD2-CAR-Ms exhibited significantly reduced tumor burden and prolonged survival compared to control groups. Notably, treatment of mice bearing GD2-high tumors resulted in markedly improved survival, including one complete remission among ten treated animals, underscoring the therapeutic potential of GD2-targeted macrophage therapy. Histological analysis showed increased deposition of connective tissues and decreased tumor cells density, suggesting TME remodeling. Furthermore, immunohistochemistry reveals increased immune cell infiltration, particularly of macrophages, neutrophils and T cells, indicating a favorable shift in the immune TME from “cold” to “hot” following GD2-CAR-M treatment. Additionally, inhibition of tumor growth was also observed in our zebrafish NB model after GD2-CAR-Ms treatment, further supporting their therapeutic potential. Together, our findings demonstrate that GD2-CAR-Ms exhibit potent antitumor activity and reshape the tumor immune microenvironment, supporting their translational potential as a therapeutic strategy for high-risk NB. Citation Format: Ke-En Tan, Kok Siong Yeo, Cheng Zhang, Caleb Baker, Shyang Hong Tan, Alexis M. Sosic, Yat-Yuen Lim, Choong-Yong Ung, Cristina Correia, Stephanie F. Polites, Yi Lin, William A. Weiss, Hu Li, Shizhen Zhu. Engineering macrophages as a novel therapeutic approach for high-risk neuroblastoma [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 7810.
Abstract 6467: Myeloma cells with therapy-induced senescence-like phenotype are associated with resistance to CAR-T therapy
Arbelaez, Sofia, Corraes, Andre de Menezes Silva, Wu, Chen , Schaefers, Christoph, Gupta, Malvika , Shao, Zuoyi, Regan, Kevin M., Kamal, Rayaan, Guilatco, Angelo Jose, Sannuli, Neal I., Li, Ying, Kourelis, T., Gonsalves, Wilson, Tan, Melinda, Abdallah, Nadine, Weivoda, Megan , Lin, Yi, Corraes, Andre De Menezes Silva , Borges, Gabriel Álvares , Schaefers, Christoph , Kamal, Rayaan, Li, Ying, Kourelis, Taxiarchis , Gonsalves, Wilson I. , Binder, Moritz , Tan, Melinda, Abdallah, Nadine

Cancer Research | April 3, 2026 | Volume: 86 | Issue: 7_Supplement | Pages: 6467-6467

10.1158/1538-7445.am2026-6467 Get It

Abstract Background: Patients (pts) with myeloma (MM) receiving CAR-T therapy have usually been exposed to many prior therapies. Melphalan (HDM) and other chemotherapies can induce cellular senescence. It has recently been shown that MM cells can also exhibit features of therapy-induced senescence (TIS). TIS tumor cells are associated with resistance to therapy and relapse. To investigate the presence of TIS MM cells prior to CAR-T and association with response, we examined the transcriptome and phenotype of MM prior to CAR-T. Method: We used scRNA-seq data from bone marrow (BM) MM cells: Boiarsky, et al. (GSE193531, dbGaP: phs001323.v3.p1) newly diagnosed MM (NDMM) pts; Dhodapkar, et al. (GSE210079), pre- and post CAR-T; pts who received CAR-T at Mayo Clinic, pre- (N=10) and post- (N=2). To evaluate TIS, single-cell gene set enrichment analysis (scGSEA) for several gene sets (PMID: 40164720): SenUp (Senescence Upregulated), SenGA (Senescence Growth Arrest), and SCAPs (Senescent Cell Anti-apoptosis Pathways); and a Plasma Cell Senescence (PCSen) gene set (GSE5900, GSE47552). To assess TIS and myeloid phenotype, BM MM cells (CD138+) were stained for CD14, CD16, KLRG1 and GPNMB and analyzed by CytoFlex and Kaluza. Results: In the integrated dataset, scGSEA showed significantly higher enrichment of PCSen, SenUp, SenGA, and SCAPs in late-stage MM cells (both pre- and post-CAR-T) compared to NDMM and healthy donors (p<0.05, Kruskal-Wallis with Dunn’s posttest). Conversely, the Normal gene set was significantly enriched in healthy plasma cells relative to MM (p<0.05). Expression of CDKN2A, which encodes the senescence marker p16, was also increased in late-stage MM relative to NDMM or healthy plasma cells. Notably, in our newly generated scRNA-seq samples collected within 6 months before CAR-T, a significant inverse correlation between senescence marker expression and progression free survival (PFS) post-CAR-T was seen, suggesting that MM cells exhibiting TIS may be more resistant to T cell mediated cytotoxicity. We found that 62.5% (25/40) of pts had >1% MM cells that were CD14+. Among them, the median CD14+ MM cells were 5.5% (1-71%); and median CD14+CD16+ MM cells were 2.14% (0.4-67%). Among 7 pts with available samples for KLRG1 and GPNMB assessment, 100% (7/7) had KLRG+ MM cells (median: 59% (24-99%)) and 57% (4/7) had GPNMB+ MM cells (median: 15% (3.9-30%)), and KLRG1+GPNMB+ MM cells (median: 9.6% (3.8-17%)). Conclusion: Our study shows that late-line MM cells exhibit transcriptional and phenotype profiles consistent with TIS. This senescent phenotype may contribute to resistance to immunotherapies, including CAR-T. Additional phenotype data is collected and will be presented. A phase II clinical trial is ongoing (NCT06940297) to assess for the combined treatment with senolytic drugs dasatinib and quercetin peri-CART to deepen clinical response. Citation Format: Sofia Arbelaez, Andre De Menezes Silva Corraes, Gabriel Alvares Borges, Chen Wu, Christoph Schaefers, Malvika Gupta, Zuoyi Shao, Kevin Regan, Rayaan Kamal, Angelo Jose Guilatco, Neal I. Sannuli, Ying Li, Taxiarchis Kourelis, Wilson Gonsalves, Moritz Binder, Melinda Tan, Nadine Abdallah, Megan Weivoda, Yi Lin. Myeloma cells with therapy-induced senescence-like phenotype are associated with resistance to CAR-T therapy [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 6467.
Abstract 6475: Myeloma cells with therapy-induced senescence-like phenotype have increased resistance to killing by T cell directed therapies
Schaefers, Christoph, Guilatco, Angelo Jose, Arbelaez, Sofia, Wu, Chen , Corraes, Andre de Menezes Silva, Gupta, Malvika , Shao, Zuoyi, Regan, Kevin M., Kamal, Rayaan, Sannuli, Neal I., Li, Ying, Kourelis, T., Gonsalves, Wilson, Tan, Melinda, Abdallah, Nadine, Lin, Yi, Weivoda, Megan , Schaefers, Christoph , Borges, Gabriel Álvares , Corraes, Andre De Menezes Silva , Kourelis, Taxiarchis , Gonsalves, Wilson I. , Tan, Melinda, Abdallah, Nadine

Cancer Research | April 3, 2026 | Volume: 86 | Issue: 7_Supplement | Pages: 6475-6475

10.1158/1538-7445.am2026-6475 Get It

Abstract Background: Therapy-induced senescence (TIS), a tumor cell state associated with distinct gene expression patterns and implicated in therapy resistance, may be activated in Multiple Myeloma (MM) patients (pt) by genotoxic chemotherapies, such as high-dose melphalan (HDM). We investigated whether TIS is activated in MM cells following chemotherapy and linked to resistance to T-cell directed therapies. Method: We integrated scRNA-seq data from healthy donors (CNTRL) and MM pts (newly-diagnosed (NDMM), pre/post-CAR-T) bone marrow plasma cells (PCs) using two public datasets (Boiarsky, et al.; Dhodapkar, et al.) and a newly generated pt dataset. Senescence was evaluated using scGSEA with published gene sets (SenUp, SenGA, and SCAPs). For in vitro MM cytotoxicity assay, human H929 MM cells were treated with vehicle (Veh) or HDM (3µM, IC90) for 6h and examined for TIS features. H929VEH or H929HDM were co-cultured with CNTRL T cells with or without teclistamab (Tec, 10 nM) or with day 14 PBMCs from MM pts post-CAR-T (E:T 5:1). CAR+ T cells were high among the day 14 PBMC (median±SD: 93.4±7.2% of CD3+ cells, n=6). Results: scGSEA revealed significantly higher enrichment of SenUp, SenGA, and SCAPs in late-stage MM cells compared to NDMM and CNTRL (p<0.05). Expression of CDKN2A, encoding the senescence marker p16, was also increased in late-stage MM relative to NDMM/CNTRL PCs. Of interest, cells enriched for senescence also exhibited enrichment for myeloid markers (TET2, CEBP family). Notably, in pre-CAR-T, increased baseline senescence or myeloid marker expression showed an inverse association with CAR-T progression-free survival (PFS), suggesting TIS confers resistance to T cell mediated cytotoxicity. This may be due to myeloid plasticity. TIS MM cells generated in vitro, H929HDM, exhibited a distinct morphology characterized by increased cell size and enhanced cytoplasmic granularity. Increased CD14 expression was seen in 4 of the 6 experiments (median, range % increase: 11.2%, 2.5%-21%), consistent with myeloid plasticity; Increased KLRG1 expression was seen in 5 of the 7 experiments (median MFI ratio, range: 3.7, 1.3-471). No significant change was seen in GPNMB expression. Compared to H929VEH, H929HDM had a reduction in killing by CAR-T cells (median±SD: 22.8±32.94% n=6, p=0.016, Wilcoxon paired test). Similarly, H929HDM had a 10.69% decrease in Tec-mediated T-cell killing compared to H929VEH (n=8, p=0.02, Wilcoxon paired test). Conclusions: Late-stage MM cells exhibit transcriptional signatures consistent with TIS, which can be associated with decreased PFS to CAR-T. We report an in vitro model of TIS MM cells for testing of resistance to T cell killing. Based on these findings, a phase II trial (NCT06940297) is underway to test the hypothesis that peri-CAR-T senolytic therapy with dasatinib and quercetin will deepen responses by targeting this resistant TIS MM population. Citation Format: Christoph Schaefers, Angelo Jose Guilatco, Sofia Arbelaez, Gabriel Alvares Borges, Chen Wu, Andre de Menezes Silva Corraes, Malvika Gupta, Zuoyi Shao, Kevin Regan, Rayaan Kamal, Neal I. Sannuli, Ying Li, Taxiarchis Kourelis, Wilson Gonsalves, Melinda Tan, Nadine Abdallah, Yi Lin, Megan Weivoda. Myeloma cells with therapy-induced senescence-like phenotype have increased resistance to killing by T cell directed therapies [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 6475.
Abstract 5038: Associations of WCRF/AICR recommendations with survival and chemotherapy outcomes in colon cancer: CALGB/SWOG 80702 (Alliance)
Cheng, En , Ma, Chao, Shi, Qian , Shields, Anthony F., Campbell, Peter T., Shergill, Ardaman P., Guthrie, Katherine A. , Couture, Félix , Kuebler, Philip , Kumar, Pankaj, Tan, B, Krishnamurthi, S., Ng, Kimmie, O'Reilly, Eileen M., Philip, Philip A., Ma, Chao, Shields, Anthony F. , Campbell, Peter T., Kumar, Pankaj , Krishnamurthi, Smitha , Ng, Kimmie , O’Reilly, Eileen M. , Brown, Justin C. , Philip, Philip A. , Meyerhardt, Jeffrey A.

Cancer Research | April 3, 2026 | Volume: 86 | Issue: 7_Supplement | Pages: 5038-5038

10.1158/1538-7445.am2026-5038 Get It

Abstract Background: Adhering to 2018 World Cancer Research Fund (WCRF)/American Institute for Cancer Research (AICR) Cancer Prevention Recommendations is reportedly associated with better survival among long-term colon cancer survivors (likely affected by immortal time bias). Thus, it is important to validate survival benefits by assessing adherence shortly after diagnosis, and further investigation is needed to examine its association with chemotherapy outcomes. Methods: Using an NCI-sponsored adjuvant chemotherapy trial conducted in patients with stage III colon cancer (CALGB/SWOG 80702; NCT01150045), we included 1,666 patients who returned valid Willett food frequency questionnaires (FFQ) at chemotherapy initiation and derived WCRF/AICR scores accordingly (higher score suggesting higher adherence). The primary outcome was disease-free survival (time from FFQ completion to recurrence or death), and secondary outcomes were reduced relative dose intensity (RDI; <85% suggesting worse completion) and severe toxicities (grade ≥3 for any chemotherapy-related toxicity). To estimate the associations of WCRF/AICR scores (quartiles) with survival and chemotherapy outcomes, we conducted multivariable Cox proportional hazards regression for disease-free survival and multivariable logistic regression for reduced RDI and severe toxicities. Results: Compared to those in the lowest quartile of the WCRF/AICR score, patients in the highest quartile had significantly better disease-free survival (hazard ratio: 0.75 [0.58, 0.98], Ptrend = 0.02) and lower risk of reduced RDI (odds ratio [OR]: 0.74 [0.54, 1.00], Ptrend = 0.03), but not for severe toxicities (OR: 1.24 [0.93, 1.67], Ptrend = 0.11). Conclusions: In patients with stage III colon cancer, higher adherence to WCRF/AICR recommendations was associated with better survival and chemotherapy completion, but not for severe toxicities. Funding: https://acknowledgments.alliancefound.org Citation Format: En Cheng, Chao Ma, Qian Shi, Anthony F. Shields, Peter T. Campbell, Ardaman P. Shergill, Katherine A. Guthrie, Felix Couture, Philip Kuebler, Pankaj Kumar, Benjamin Tan, Smitha S. Krishnamurthi, Kimmie Ng, Eileen M. O'Reilly, Justin C. Brown, Philip A. Philip, Jeffrey A. Meyerhardt. Associations of WCRF/AICR recommendations with survival and chemotherapy outcomes in colon cancer: CALGB/SWOG 80702 (Alliance) [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 5038.
Abstract 3803: The unique presentation of four immunotherapy toxicities in a single patient
Guarisma-Lugo, Orianna, Brice, Roderick, Ramirez, Samuel, Tan, Winston W., Tan, Winston

Cancer Research | April 3, 2026 | Volume: 86 | Issue: 7_Supplement | Pages: 3803-3803

10.1158/1538-7445.am2026-3803 Get It

Abstract Medical advancements with immunotherapy have cured some patients with previously incurable metastatic renal cancer. We present the case of a 74-year-old male metastatic renal cancer patient who received only one dose of the combination of ipilimumab with nivolumab. In response to his treatment, he developed autoimmune hepatitis, myasthenia, myositis, and myocarditis. Although these serious side effects are considered to rarely occur, they can quickly become life-threatening and even fatal. These immune-related adverse events (irAEs) may further develop into secondary life-threatening symptoms such as respiratory failure due to advanced myasthenia; cardiotoxicity of myocarditis with possible cardiogenic shock, cardiac arrest, and severe heart failure; and liver failure consequently from autoimmune hepatitis. Furthermore, the ability for physicians to detect immunotherapy toxicity early is extremely important in intervening in a timely manner to avoid lethal conditions for the patient. With patients receiving immunotherapy, communication, collaboration, and multidisciplinary care are essential. Any subtle or sudden changes in their health status or symptoms should prompt further investigation. It is our purpose to highlight this patient to raise awareness of toxicity to significantly reduce the fatality rates and increase the therapy’s success rate in the years to come. Citation Format: Orianna Guarisma-Lugo, Roderick Brice, Samuel Ramirez, Winston W. Tan. The unique presentation of four immunotherapy toxicities in a single patient [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 3803.
Abstract 2740: Applications of large language models to CAR-T cell therapy clinical data using Google cloud computing.
Jankowski, Matthew, Corraes, Andre de Menezes Silva, Gupta, Malvika , Shaw, Monica, Iqbal, Madiha , Chhabra, Saurabh, McLean, Jody, Riester, Kim R., Joseph, Kayla, Tan, Melinda, Ross, Holly, Barnett, Cleyonia, Carter, Sylvia L., Girmay, Semy, Wolan, Rachel M., Ramsey, Milana, Downhour, Christian, Morgan, Kristy, Sibley, Shae, Rushing, Erica C., Holmes, Lucy , Burgstahler, Allison R., Ansell, Stephen M., Hathcock, Matthew, Bruno, Ramona L., Johnston, Patrick B., Paludo, J., Lin, Yi, Guzman, Emmanuel Contreras , Jankowski, Matthew, Corraes, Andre De Menezes Silva , Hilal, Talal , Chhabra, Saurabh , Parrondo, Ricardo D , Riester, Kimberly, Tan, Melinda, Holmes, Lucy, Ansell, Stephen M. , Alkhateeb, Hassan B. , Hathcock, Matthew , Rosenthal, Allison , Murthy, Hemant S. , Johnston, Patrick B, Paludo, Jonas

Cancer Research | April 3, 2026 | Volume: 86 | Issue: 7_Supplement | Pages: 2740-2740

10.1158/1538-7445.am2026-2740 Get It

Abstract Large Language Models (LLM) are being widely adopted into the medical field for their impressive ability to analyze and summarize large amounts of text data. These models enable clinicians and researchers to extract meaningful insights from complex datasets and may assist with decision making. Here we present our workflows and application of LLM for the interpretation and summarization of clinical data related to CAR-T cell therapy. Using an LLM (Gemini 2.5 pro) in the Google Cloud Computing (GCP) environment, two applications were developed to analyze CAR-T cell therapy clinical data: 1) extracting and summarizing CRS and ICANS event-related data to streamline the compliance team workflow, and 2) identifying features available at time of CAR-T infusion able to classify patients into high- or low-monitoring needs 14 days post CAR-T. Patient data (vitals, labs, hematology notes, and EKGs) were extracted from the electronic medical record (EMR) using Google BigQuery into SQL tables in GCP. For each application, relevant data fields were retrieved, formatted into JSON objects, and embedded in the LLM prompt for context-aware processing. Both applications have undergone iterative prompt engineering after analyzing the LLM output against ground truth data in the EMR. For the application extracting and summarizing CRS and ICANS events, the LLM was optimized on Mayo Clinic Rochester data. When compared to the IEC compliance database, the LLM achieved 100% accuracy and F1 score for CRS events, and 96% accuracy and 82% F1 score for ICANS events. The match rate for CRS and ICANS grades were 83% and 89% respectively. We applied the same LLM to Mayo Clinic Arizona (MCA) and Mayo Clinic Florida (MCF) cases, who document clinical notes and toxicity flowsheet differently, and achieved an accuracy (MCA: 93%, MCF:93%) and F1 score (MCA: 96%, MCF: 96%) for CRS and accuracy (MCA: 81%, MCF:82%) and F1 score (MCA: 76%, MCF: 75%) for ICANS. LLM was able to capture events missed by manual reviews. For most of the discrepancies where compliance team final adjudication is needed, LLM will be updated to flag discrepancies for review by the compliance team. For the application related to the monitoring needs 14 days post CAR-T, the LLM identified 5 categories predictive of high or low monitoring needs post CAR-T infusion (disease status, inflammatory and tumor burden markers, hematologic status, renal function and performance status). Our model achieved a sensitivity of 85.7%, specificity of 23.8%, and F1 score of 65.5% for our first cohort, compared with data extracted by the LLM from the EMR. For our second cohort, with demographics statistically similar to cohort 1 and using the same 5 categories, the LLM achieved a sensitivity of 83.3%, a specificity of 28.6%, and F1 score of 65.4%. Our workflow and applications of LLM’s provide examples and guidance to others interested in applying LLM’s for clinical and research applications. Citation Format: Emmanuel Contreras Guzman, Matthew Jankowski, Andre De Menezes Silva Corraes, Malvika Gupta, Monica L. Shaw, Madiha Iqbal, Talal Hilal, Saurabh Chhabra, Ricardo Daniel Parrondo, Jody K. Mclean, Kim R. Riester, Kayla Joseph, Melinda Tan, Holly Ross, Cleyonia Barnett, Sylvia Carter, Semy Girmay, Rachel Wolan, Milana Ramsey, Christian Downhour, Kristy Morgan, Shae Sibley, Erica Rushing, Lucy Holmes, Allison Burgstahler, Stephen M. Ansell, Hassan Alkhateeb, Matthew Hathcock, Ramona Bruno, Allison C. Rosenthal, Hemant Murthy, Patrick B. Johnston, Jonas Paludo, Yi Lin. Applications of large language models to CAR-T cell therapy clinical data using Google cloud computing [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 2740.