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1673 citation(s) found for "Høst, Christian".

Abstract LB196: Fluorinated cuban-1-yl biguanides overcome hormone therapy resistance to standard of care fulvestrant, and palbociclib
Guo, Zhijun , Lei, Jianxun, Wells, Christian T., Makovec, Allison M., Yates, Andrew C., Hawse, John R. , McCarra, Joshua, Cao, Qing, Pryzbilla, Michael J., Koniar, Brenda, Norris, Beverly, Florey, Craig M., Schumacher, Robert J., Schwertfeger, Kaylee L., Ambrose, Elizabeth A., Wong, Henry, D'Assoro, Antonino, Goetz, Matthew P., Makovec, Allison , Jayaraman, Swaathi , Cao, Qing , Farrar, Michael A. , Schwertfeger, Kaylee, Ambrose, Elizabeth A. , Georg, Gunda I. , D’Assoro, Antonino B. , Goetz, Matthew P. , Potter, David A.

Cancer Research | April 17, 2026 | Volume: 86 | Issue: 8_Supplement | Pages: LB196-LB196

10.1158/1538-7445.am2026-lb196 Get It

Abstract Introduction: Epoxy fatty acid (EpFA) mechanisms of hormone therapy resistance (HTR) in ER+HER2- breast cancer (BC) are poorly understood. EETs are EpFAs that contribute to BC progression and HTR by promoting oxidative phosphorylation (OXPHOS). However, it remains unclear how EETs contribute to HTR. In this study, two fulvestrant resistant (FR) subclones of the letrozole resistant (LR) MCF-7AC1 line were isolated (termed LR/FR) and were incidentally resistant to the CDKi palbociclib (PR) (termed MCF-7AC1 LR/FR/PR or multiply resistant - MCF-7AC1 MR). These HTR cell lines exhibited CYP3A4 upregulation (2.3- to 4.3-fold) and increased cellular (±)14,15-EET levels, which were suppressed by biguanide treatment (P<0.05). Structure activity studies led to the design of hexyl cuban-1-yl biguanide (HCB) and fluorinated HCB derivatives C5F2-HCB and C6F3-HCB, which inhibited CYP3A4-mediated EET biosynthesis and growth of the HTR lines. HCB fluorination improved pharmacokinetics (PK) and toxicity. Methods: HCB and fluorinated HCBs were tested for impact on EET biosynthesis, OXPHOS, PK, and growth inhibition and reversal of hypoxia in the MCF-7AC1 MR tumor model. Results: Fulvestrant selection for MCF-7AC1 MR cell lines resulted in undetectable cyclin D1 and estrogen receptor (ERα) expression, while cyclin E1, CDK4, CDK6, CYP3A4, and c-MYC were upregulated (P<0.001). MCF-7 MR cells demonstrated 1.8, 1.4, and 1.2- fold higher levels of (±)8,9, (±)11,12, and (±)14,15-EET compared to parental MCF-7 cells (P<0.05). The most potent fluorinated HCB, C6F3-HCB, suppressed cellular levels of (±)8,9-EET, (±)11,12-EET, and (±)14,15-EET by 53-60% (P<0.029). The MCF-7AC1 MR cells were more potently inhibited by HCBs and fluorinated derivatives compared to the MCF-7 cell line. Comparing an MCF-7 MR line vs. MCF-7, HCB exhibited IC50 values of 4.1 vs. 7.0 uM, C5F2-HCB 10 vs. 25 uM, and C6F3-HCB 5.4 vs. 12 uM (P values all <0.05). C5F2-HCB exhibited the best PK and treatment of the MCF-7AC1 MR xenograft model showed reversal of hypoxia (P<0.05) and transient inhibition by C5F2-HCB (P=0.025 at 20 days). P/F also transiently inhibited this model (P=0.006 at 20 days). C5F2-HCB and P/F showed synergy in vitro (CI=0.46) leading to testing of C5F2-HCB/P/F in vivo enabled by acceptable toxicity of the triplet in mice. This combination showed synergy in vivo vs. standard of care palbociclib/fulvestrant by nonparametric statistical tests (Mann Whitney; P=0.0389; Kolmogorov-Smirnov; P=0.0473), providing a pathway for possible clinical development of the combination. Conclusions: MR BC cell lines exhibit upregulation of CYP3A4 and biosynthesis of EETs, indicating a role for EETs in HTR. The C5F2-HCB/P/F exhibits activity against the highly resistant MCF-7 MR xenograft with acceptable toxicity indicating an avenue for clinical development. Citation Format: Zhijun Guo, Jianxun Lei, Christian T. Wells, Allison M. Makovec, Andrew C. Yates, Swaathi Jayaraman, John R. Hawse, Joshua A. McCarra, Qing Cao, Michael J. Pryzbilla, Brenda L. Koniar, Beverly J. Norris, Craig M. Florey, Robert J. Schumacher, Michael A. Farrar, Kaylee L. Schwertfeger, Elizabeth A. Ambrose, Henry Wong, Gunda I. Georg, Antonino D'Assoro, Matthew P. Goetz, David A. Potter. Fluorinated cuban-1-yl biguanides overcome hormone therapy resistance to standard of care fulvestrant, and palbociclib [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 2 (Late-Breaking, Clinical Trial, and Invited Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(8_Suppl):Abstract nr LB196.
The Efficacy of Bracing in Nonoperative Care of Medial Femoral Condyle Osteochondritis Dissecans: A Study From the Research in Osteochondritis Dissecans of the Knee (ROCK) Study Group
Group, The ROCK, Nissen, Carl W. , Albright, Jay C. , Anderson, Christian N. , Busch, Michael T., Carey, James L. , Carlson, Cathy , Carsen, Sasha , Crepeau, Allison, Edmonds, Eric W. , Ellermann, Jutta , Ellis, Henry B. , Erickson, John B. , Godin, Jonathan , Ganley, Theodore J. , Grimm, Nathan L. , Heyworth, Benton E. , Po, James Hui Hoi, Kocher, Mininder S., Koehler, Ryan, Latz, Kevin, Loveland, Dustin M., Lyon, Roger M., Meenen, Norbert M., Milewski, Matthew D., Myer, Gregory D., Nelson, Bradley J., Nepple, Jeffrey, Nguyen, Jie C. , Paterno, Mark V. , Pennock, Andrew T. , Perkins, Crystal A. , Polousky, John D. , Riley, Pat, Saluan, Paul, Shea, Kevin G., Tompkins, Marc , Wall, Eric J. , Willimon, S. Clifton , Wright, Rick W. , Shea, Kevin G. , Edmonds, Eric W , Ellis, Henry B , Fabricant, Peter D , Ganley, Theodore J , Green, Daniel W , Heyworth, Benton E , Krych, Aaron J , Pace, J Lee , Pennock, Andrew T , Perkins, Crystal A , Tompkins, Marc A , Nissen, Carl , Busch, Michael T., Carlson, Cathy, Chambers, Henry G. , Godin, Jonathan, Hui, James Hoi Po, Kocher, Mininder Singh , Koehler, Ryan J. , Krych, Aaron J. , Lyon, Roger, Meenen, N. M., Milewski, Matthew D. , Myer, Gregory D. , Nelson, Bradley J. , Nepple, Jeffrey J. , Weiss, Jennifer M., Wilson, Philip L. , Kostyun, Regina O.

The American Journal of Sports Medicine | April 15, 2026 | Volume: 54 | Issue: 6 | Pages: 1415-1422

10.1177/03635465261429407 | PMID 41981903 Get It

Background: Stable osteochondritis dissecans (OCD) lesions are primarily treated nonoperatively. Nonoperative treatment includes several recommendations, including the use of an unloader brace. However, little is known about the clinical effectiveness of unloader bracing and its influence on OCD healing, return to sports, and patient-reported outcomes (PROs). The purpose of this investigation was to evaluate the impact of unloader bracing on patients with stable medial femoral condyle (MFC) OCD lesions treated nonoperatively. Purpose: To investigate the influence of valgus unloader bracing on the success of treating stable MFC OCD with nonoperative treatment strategies. Study Design: Cohort study; Level of evidence, 2. Methods: The authors used a prospective cohort of patients receiving nonoperative care for stable MFC knee OCD lesions. The primary variable of interest was the efficacy of bracing. The primary outcomes were transition from nonoperative care to surgical intervention, return-to-play (RTP) clearance, and PROs. Bivariate testing was used to determine if there were differences between groups. Chi-square testing was used to determine if there were differences in rates of transition to surgery by group. The timing of the transition by each group was assessed using a Wilcoxon rank-sum test, given the nonparametric nature of the data. Kaplan-Meier survival analysis was used to calculate time at risk, incidence rate, and survival times for each group. Results: A total of 185 knees (bracing group: 123 [66.5%] knees; no-bracing group: 62 [33.5%] knees) were analyzed. Overall, 142 (76.8%) knees were successfully treated nonoperatively. Transition to surgery occurred in 43 (23.2%) knees. There were no differences in transition to surgery by groups, with no differences seen by group. Of the knees that did not transition to surgical care, 65 (71.4%) in the bracing group and 38 (74.5%) in the no-bracing group received RTP clearance ( P = .693). PRO scores were similar between the 2 groups at the time of RTP clearance. Conclusion: The inclusion of an unloader brace in the nonoperative treatment for stable MFC OCD lesions did not decrease the likelihood of patients undergoing surgical intervention or improve their PRO scores at the time of RTP clearance. Registration: NCT02771496 (ClinicalTrials.gov identifier).
T-cell activation and fibroblastic BMP4-Gremlin dysregulation indicate disease severity in acute myocarditis
Joachimbauer, Anna , Perez-Shibayama, Christian Ivan, Payne, Emily, Hanka, Isabella, Stadler, Roman, Papadopoulou, Iliana , Rickli, Hans , Maeder, Micha T, Zdanytė, Monika , Cooper, Leslie, Matter, Christian M. , Wilzeck, Verena C, Manka, Robert, Saguner, Ardan M, Ruschitzka, Frank, Schmidt, Dörthe, Gil-Cruz, Cristina Del Carmen, Perez‐Shibayama, Christian , Stadler, Roman, Maeder, Micha T. , Borst, Oliver , Cooper, Leslie, Flatz, Lukas , Wilzeck, Verena , Manka, Robert , Saguner, Ardan M. , Ruschitzka, Frank T. , Ludewig, Burkhard , Gil‐Cruz, Cristina

No container title available | April 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.04.10.26350598 Get It

Abstract Background and Aims Acute myocarditis (AM) is a T cell-mediated myocardial disease with clinical manifestations ranging from mild chest pain to cardiogenic shock. Reliable biomarkers to stratify patients and guide therapy are currently lacking. In particular, the extent of the dysregulation of inflammatory pathways, and the impact on myocardial dysfunction, remain elusive. Methods Serum analyses were performed in prospectively recruited AM patients (n = 103) from two independent cohorts. Multimodal data integration combining profiling of cytokine and chemokine dysregulation with clinical biomarkers was used to define clinical phenotypes with distinct inflammatory signatures. Machine-learning and regression models were applied to determine biomarkers that indicate clinical severity. Results Immuno-proteomic profiling revealed conserved inflammatory patterns across AM cohorts, dominated by T cell-related cytokines and chemokines. In addition, AM patients showed dysregulation of fibroblast-derived cytokines, including hepatocyte growth factor (HGF), bone morphogenic protein 4 (BMP4) and the BMP4 inhibitors Gremlin-1 (GREM1) and Gremlin-2 (GREM2). Data integration and unsupervised clustering revealed two immuno-clinical phenotypes, linking T cell activation and fibroblast dysregulation to disease severity. Machine learning-based analysis identified CXCL10, GREM2 and LVEF as critical parameters for stratifying disease severity. Conclusions These findings highlight a systemic T cell activation signature as diagnostic hallmark of AM. In addition, dysregulation of fibroblast-derived tissue cytokines serves as an indicator for distinct immuno-clinical phenotypes in myocardial inflammatory disease. Thus, the clinically relevant link between T cell-driven immune activation, myocardial inflammation and fibroblast-driven remodelling provides a versatile set of parameters to identify severe manifestations of AM. Graphical Abstract Key Question: Are serological immune signatures linked to clinical severity in acute myocarditis and do they enable patient stratification? Key Findings: T cell- and fibroblast associated proteomic signatures indicate disease severity in acute myocarditis. Novel immuno-clinical phenotypes stratify patients according to distinct immune responses and clinical manifestations. CXCL10, GREM2 and LVEF are the most important parameters to identify immuno-clinical phenotypes. Take Home Message: CXCL10, GREM2 and LVEF emerge as key determinants for a severe immuno-clinical phenotype in acute myocarditis, highlighting the role of T cell-fibroblast interaction in the disease process and linking T cell activation, fibroblastic tissue remodelling and impaired cardiac function.
Two Brief Steps, Better Foresight: Cognitive Screening and Adverse Outcomes in Older Adults Admitted From the Emergency Department
Moraes, Gabriel Stanziola de , Avelino‐Silva, Thiago Junqueira , Covinsky, Kenneth E. , Carpenter, Christopher R. , Umoh, Mfon , Morinaga, Christian Valle, Curiati, Pedro Kallas , Umoh, Mfon E , Curiati, Pedro K , Aliberti, Márlon J R , Carpenter, Christopher R , Avelino-Silva, Thiago Junqueira , Morinaga, Christian Valle

Journal of the American Geriatrics Society | April 10, 2026 | Volume: 74 | Issue: 5 | Pages: 1294-1303

10.1111/jgs.70378 | PMID 41958224 Get It

ABSTRACT Background Delirium predicts adverse outcomes in older emergency department (ED) patients, but many acutely ill patients without delirium have underlying cognitive impairment that goes unrecognized. Whether cognitive impairment screening improves risk prediction beyond delirium remains uncertain. We compared practical bedside screening strategies for delirium, cognitive impairment, or both for predicting 90‐day functional decline and mortality in older adults admitted from the ED. Methods A prospective cohort comprising patients aged ≥ 65 years admitted from the ED of a large hospital in São Paulo, Brazil. Trained professionals screened for delirium using the brief Confusion Assessment Method (bCAM) and for cognitive impairment using the 10‐point Cognitive Screener (10‐CS). Patients were classified as having normal cognition (bCAM negative, 10‐CS > 5), delirium (bCAM positive), or cognitive impairment without delirium (bCAM negative, 10‐CS ≤ 5). Blinded investigators assessed decline in basic activities of daily living (ADL) and mortality within 90 days of admission. Fine‐Gray models (death as a competing risk) and Cox models estimated associations with outcomes, adjusting for sociodemographic and clinical factors. Results Among 830 patients (mean age = 80 ± 9 years; women = 47%), 427 (51.5%) had normal cognition, 171 (20.6%) had delirium, and 232 (27.9%) had cognitive impairment without delirium. Among delirium‐negative patients with cognitive impairment, 52% had no documented dementia diagnosis or reported memory problems. Compared with normal cognition, cognitive impairment without delirium was associated with 90‐day functional ADL decline (sub‐HR = 1.60; 95% CI = 1.03–2.49) and mortality (HR = 2.31; 95% CI = 1.18–4.51), with risks similar to those observed in delirium. A staged strategy (bCAM first, then 10‐CS if bCAM negative) showed higher discrimination than delirium‐only or 10‐CS‐only screening. Conclusions Cognitive impairment without delirium is common, often unrecognized, and predicts 90‐day adverse outcomes in older patients admitted from the ED. A brief staged screening strategy integrating delirium assessment with cognitive impairment testing among delirium‐negative patients may enhance early detection of cognitive vulnerability and support care planning.
Efficacy and safety of aspirin for primary prevention in adults with elevated lipoprotein(a) or genetic susceptibility via LPA gene variants: a systematic review and meta-analysis
Lopes, Rodolfo Alves, Vergara‐Sanchez, Carlos , TEJEDA, ALFREDO PEREZ TAGLE, Khorsandi, Jordan , Fukunaga, Christian Ken , Katsuyama, Eric , Talavera, Juan Armando , Yang, Eugene , Shapiro, Michael D. , Yang, Eugene , Lopes, Rodolfo A , Vergara Sanchez, Carlos A , Perez Tagle Tejeda, Alfredo , Ken Fukunaga, Christian , Shapiro, Michael D

European Journal of Preventive Cardiology | April 8, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1093/eurjpc/zwag207 | PMID 42138694 Get It

Abstract Aims Routine aspirin use for primary prevention yields modest cardiovascular benefit but increases bleeding risk in average-risk adults. Whether individuals with elevated lipoprotein(a) [Lp(a)] levels or high-risk LPA variants derive greater benefit remains uncertain. Methods and results Following Cochrane and PRISMA guidelines, we systematically searched PubMed/MEDLINE, Embase, and Cochrane Central for studies of adults without ASCVD, elevated Lp(a) (≥50 mg/dL), high-risk LPA genotypes, or elevated genetic risk scores, comparing aspirin vs. no aspirin use. Random-effects meta-analyses using restricted maximum-likelihood (REML) estimation with Hartung–Knapp–Sidik–Jonkman (HKSJ) adjustment were used to pool hazard ratios (HR) and 95% confidence intervals (CI). In six studies, 6628 participants were included. Pooled random effects showed no significant reduction in major adverse cardiovascular events (MACE) with aspirin (HR = 0.60; 95% CI 0.31–1.17; P = 0.1) or clinical bleeding events (HR = 1.24; 95% CI 0.83–1.87; P = 0.18). Subgroup analyses showed a nonsignificant reduction MACE among elevated Lp(a) (HR = 0.63; 95% CI 0.16 to 2.49; P = 0.284) and statistically significant reduction among LPA rs3798220 carriers (HR = 0.37; 95% CI 0.19 to 0.71; P = 0.003), though this finding was not consistent in the sensitivity analyses. Conclusion Among adults without ASCVD but with elevated Lp(a) or high-risk LPA genotypes, aspirin use did not confer a statistically significant cardiovascular benefit and was associated with numerically higher bleeding risk. The apparent reduction seen in rs3798220 carriers was inconsistent and likely reflects small-sample bias.
Psychological and Economic Burden on Caregivers in State-funded Pediatric Cochlear Implantation in South India – A Pilot Study
Kumar, Nishant , Samantray, Vineeth Ranjan, Magendiran, Nisha, John, Mary, Syed, Kamran Asif , John, Mary

Current Medical Issues | April 8, 2026 | Volume: 24 | Issue: 2 | Pages: 135-140

10.4103/cmi.cmi_89_25 Get It

Background: Although cochlear implant surgery, along with subsequent speech therapy, is the gold standard for rehabilitating children with severe to profound hearing loss, it is an expensive process. The motivation and involvement of caregivers play a crucial role in achieving successful outcomes following implantation. However, there is a lack of research in India examining the specific challenges faced by caregivers in this context. This pilot study was designed to explore and assess the burden experienced by caregivers of children who have undergone cochlear implantation. Materials and Methods: A pilot observational study was conducted at a tertiary hospital in South India, involving children with bilateral severe to profound hearing loss. The study included children who underwent cochlear implantation and subsequent auditory rehabilitation through the state comprehensive health insurance scheme. Caregivers were interviewed using a semi-structured questionnaire, and their responses were evaluated using the social burden scale and the caregiver burden scale. Results: Twenty cochlear implantees were included in the study. On the social burden scale, 26% of caregivers reported experiencing a severe overall burden, while 71% indicated a moderate burden. According to the caregiver burden scale, most caregivers experienced a mild-to-moderate burden in the emotional domain, whereas the physical, social, and financial domains were associated with low-to-mild levels of burden. Conclusions: Caregivers of cochlear implantees experience a significant degree of emotional and social burden. Therefore, enhancing both financial and psychological support for caregivers is essential. Such improvements will contribute to more effective and comprehensive hearing rehabilitation programs.
International development of Investigator Global Assessment scores for pemphigus
Murrell, Dédée F., Boucher, Darby , Daneshpazhooh, Maryam, Mahmoudi, H., Kianfar, Nika , Wilson, Anna , BILGIC, ASLI, Chandran, N. S., Patsatsi, Aikaterini , Caux, Frédéric, Lim, Yen L., Marzano, Angelo V., Payne, Aimee S., Sprecher, Eli, Beek, Nina Van, Yamagami, Jun , Antiga, Emiliano, Bagci, I., Borradori, Luca, Caproni, Marzia, De, Dipankar, Dunn, Patrick F. , Feliciani, Claudio, Fivenson, David , Handa, Sanjeev, Horvath, B., Ioannides, D. , Kasperkiewicz, Michael, Lipman, Rachel E. , Mascaró, José M., Meijer, Joost M. , MIMOUNI, D, Schultz, Brittney , Skiljevic, Dusan, Strong, Becky, Tomayko, Mary M. , Vestergaard, Christian , Wozniak, Katarzyna, Yayli, S., Joly, Pascal, Werth, Victoria P., Caproni, Marzia , Joly, P. , Horváth, Barbara , Murrell, D F , Daneshpazhooh, M , Mahmoudi, Hamidreza , Wilson, Anna , Patsatsi, Aikaterini , Drenovska, Kossara , Caux, Frédéric , Marzano, Angelo Valerio , Schmidt, Enno , Sprecher, Eli , Van Beek, Nina , Antiga, Emiliano , Borradori, Luca , Caproni, Marzia , Feliciani, Claudio , Ioannides, Dimitrios , Kasperkiewicz, Michael , Mascaró, José M , Meijer, Joost M , Schultz, Brittney , Vestergaard, Christian , Joly, Pascal , Dasdar, Shayan , Yale, Marc , Uzun, Soner , Vassileva, Snejina , Culton, Donna Aline , Hertl, Michael , Marinović, Branka , Marzano, Angelo Valerio , Payne, Aimee S. , Schmidt, Enno , Sprecher, Eli , Bağci, Işın Sinem , Corrà, Alberto , De, Dipankar , Dunn, Patrick, Günther, Claudia , Handa, Sanjeev , Kowaléwski, Cezary , Lehman, Julia S. , Mimouni, Daniel , Skiljevic, Dusan S. , Woźniak, Katarzyna , Yaylı, Savaş , Werth, Victoria P.

Journal of the European Academy of Dermatology and Venereology | April 7, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1111/jdv.70430 | PMID 41944632 Get It

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.