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89 citation(s) found for "Oh, Do‐Youn".

A phase 3, randomized study of adjuvant rilvegostomig plus chemotherapy in resected biliary tract cancer: ARTEMIDE-Biliary01.
Fan, Jia , Ferrone, Cristina R. , Kayhanian, Hamzeh , Chen, Xin, Bai, Sally Yan, Drachsler, Moritz Wolfgang, Oh, Do‐Youn , Bekaii‐Saab, Tanios , Aldrighetti, Luca , Bridgewater, John , Harding, James J. , Ikeda, Masafumi , Knox, Jennifer J. , Wang, Julie

Mayo Clinic

Journal of Clinical Oncology | July 3, 2024 | Volume: 42 | Issue: 16_suppl | Pages: TPS4199-TPS4199

10.1200/jco.2024.42.16_suppl.tps4199 Get It

TPS4199 Background: Biliary tract cancer (BTC) is a rare but aggressive heterogenous group of gastrointestinal cancers that arise from the intra- or extrahepatic bile ducts (cholangiocarcinoma [CCA]) or the gallbladder (GBC). In early-stage disease following curative resection, adjuvant chemotherapy with a fluoropyrimidine- or gemcitabine-based regimen is usually recommended, however, recurrence rates remain high (e.g. in the BILCAP study, 5-year recurrence-free survival with adjuvant capecitabine was 34%). Immunotherapy is efficacious as adjuvant therapy in other cancer types. Results from the TOPAZ-1 and KEYNOTE-966 studies support combining immunotherapy and chemotherapy in advanced BTC, including in locally advanced non-metastatic disease. Furthermore, dual inhibition of programmed cell death-1 (PD-1) or programmed cell death ligand-1 (PD-L1) and the novel immune checkpoint, T cell immunoglobulin and immunoreceptor tyrosine-based inhibitory motif domain (TIGIT), has shown promising results across multiple tumor types without major increases in high-grade toxicity compared with PD-1 or PD-L1 inhibition alone. Rilvegostomig is an anti-PD-1/-TIGIT bi-specific monoclonal antibody that appears active and well tolerated in non-small-cell lung cancer. ARTEMIDE-Biliary01 will investigate the efficacy of rilvegostomig plus standard of care adjuvant chemotherapy in patients with BTC after curative intent resection. Methods: ARTEMIDE-Biliary01 (NCT06109779) is a Phase 3, randomized, double-blind, placebo-controlled, multicenter, global study to assess the efficacy and tolerability of rilvegostomig IV every three weeks versus placebo in combination with investigator's choice of chemotherapy (capecitabine, S-1 [tegafur/gimeracil/oteracil] or gemcitabine/cisplatin) as adjuvant treatment in patients with BTC after curative intent resection. This study will enroll approximately 750 adults with histologically confirmed adenocarcinoma of the biliary tract (intrahepatic or extrahepatic CCA or muscle-invasive GBC) after macroscopically complete resection (R0 or R1) and an ECOG PS of 0–1. Key exclusion criteria include locally advanced, unresectable, or metastatic disease at initial diagnosis and any anti-cancer therapy for BTC prior to surgery. The primary endpoint is recurrence-free survival, and the key secondary endpoint is overall survival. Additional endpoints include progression-free survival following recurrence, patient-reported tolerability, and safety. Enrollment has begun, and approximately 200 sites will be recruiting globally across Asia, Australia, Europe, North America, and South America. Clinical trial information: NCT06109779 .
Safety and time to response of [177Lu]Lu-DOTATATE in patients with newly diagnosed advanced grade 2 and grade 3, well-differentiated gastroenteropancreatic neuroendocrine tumors: Sub-analysis of the phase 3 randomized NETTER-2 study.
Kunz, Pamela L. , Myrehaug, Sten , Herrmann, Ken, Pavel, Marianne, Chasen, Beth, Capdevila, Jaume , Oh, Do‐Youn , Falk, Stephen , Folitar, Ilya , Singh, Simron , Ferone, Diego , Halperin, Daniel M. , Tafuto, Salvatore , Yoo, Changhoon , Hálfdánarson, Þorvarður R. , Zhang, Yufen, Herder, Wouter W. de

Mayo Clinic

Journal of Clinical Oncology | June 17, 2024 | Volume: 42 | Issue: 16_suppl | Pages: 4131-4131

10.1200/jco.2024.42.16_suppl.4131 Get It

4131 Background: NETTER-2 (NCT03972488) is the first randomized study to evaluate radioligand therapy ([177Lu]Lu-DOTA-TATE; hereafter 177Lu-DOTATATE) at first line (1L) in patients (pts) with advanced, well-differentiated higher grade (G2 and G3) gastroenteropancreatic neuroendocrine tumors (GEP-NETs). Significant improvements in progression-free survival and objective response rate (ORR) were observed for pts receiving 177Lu-DOTATATE. This sub-analysis of NETTER-2 assessed safety and time to response (TTR). Methods: Eligible pts (n=226) were newly diagnosed with somatostatin receptor-positive high G2 or G3 (Ki67 ≥10% and ≤55%) advanced GEP-NETs and were randomized (2:1) to receive 4 cycles of 177Lu-DOTATATE (4 × 7.4 GBq every 8 weeks [Q8W]) plus 30 mg octreotide long-acting repeatable (LAR) Q8W during 177Lu-DOTATATE treatment then Q4W (177Lu-DOTATATE arm), or 60 mg octreotide LAR Q4W (control arm). Hematologic adverse events (AEs) and laboratory toxicities were scored according to CTCAE grade. Response was assessed centrally based on conventional imaging (RECIST 1.1 criteria). Results: The AE pattern in the 177Lu-DOTATATE arm was consistent with the established safety profile. Among laboratory abnormalities, grade 3/4 decreases in lymphocytes (38.1% vs 2.7%), leukocytes (4.1% vs 0), neutrophils (3.4% vs 0), platelets (2.0% vs 0) and hemoglobin (1.4% vs 2.7%) were observed in 177Lu-DOTATATE (n=147) and control (n=73) arms, respectively; median time to first occurrence of hematologic toxicities was 4.4 months among pts with immediate hematotoxicities. These events were transient and manageable. There was no notable difference in infection rates between treatment arms (31.3% 177Lu-DOTATATE and 27.4% control). One case of myelodysplastic syndrome was observed (177Lu-DOTATATE arm ~14 months after first cycle). Five fatal AEs occurred during the randomized treatment period; all considered unrelated to treatment and attributed to GEP-NET progression. AEs leading to 177Lu-DOTATATE dose interruption, reduction and discontinuation occurred in 14 (9.5%), 2 (1.4%) and 3 (2.0%) pts, respectively. Among 65 responders in the 177Lu-DOTATATE arm (ORR 43 %), median TTR (Q1, Q3) was 5.7 months (4.1, 8.3). Most responses occurred during the 4-cycle treatment with 177Lu-DOTATATE. Conclusions: In pts with advanced G2 and G3 (Ki67 ≥10% and ≤55%) GEP-NETs treated with 177Lu-DOTATATE at 1L the most common hematologic toxicity was lymphopenia, but infection rates were similar vs control. With a median TTR of 5.7 months, most responses to 177Lu-DOTATATE occurred during scheduled treatment. Overall, the study confirmed the safety profile of 177Lu-DOTATATE and supports its use at 1L for this pt population. Clinical trial information: NCT03972488 .
Bintrafusp alfa and chemotherapy as first-line treatment in biliary tract cancer: A randomized phase 2/3 trial
Oh, Do‐Youn , Lee, Choong‐kun , Rojas, Carlos, Hsu, Chih‐Hung , Shen, Lin , Furuse, Junji , Lee, Sunyoung S. , Moehler, Markus, Audhuy, François, Osada, Motonobu, Ikeda, Masafumi , Kim, Jin Won , Furuse, Junji , Park, Joon Oh , Borad, Mitesh J. , Braud, Filippo de , Bridgewater, John , Sato, Masashi , Yoo, Changhoon

Mayo Clinic

Hepatology | June 14, 2024 | Volume: 81 | Issue: 3 | Pages: 823-836

10.1097/hep.0000000000000965 | PMID 38875119 Get It

Background and Aims: We compared the safety and efficacy of bintrafusp alfa (BA) in combination with gemcitabine+cisplatin (GemCis), to those of GemCis alone, in patients with biliary tract cancer. Approach and Results: This randomized, double-blind, placebo-controlled, adaptive design phase 2/3 trial (NCT04066491) included adults who are treatment-naive with locally advanced/metastatic biliary tract cancer. Patients (N = 297) were randomized to receive an IV infusion of BA (2400 mg once/3 wk) plus GemCis (gemcitabine 1000 mg/m 2 +cisplatin 25 mg/m 2 on days 1 and 8/3 wk; 8 cycles) (BA group, n = 148) or placebo+GemCis (placebo group, n = 149). The primary end point was overall survival (OS). For adaptation analysis (phase 2-phase 3; data cutoff: May 20, 2021), efficacy was assessed in the first 150 patients who were antibiotic-naive when 80 progression-free survival events had occurred and ≥ 19 weeks of follow-up had been completed (BA, n = 73; placebo, n = 77). Median OS (95% CI) for the BA (11.5 mo [9.3–not estimable]) and placebo (11.5 mo [10.0–not estimable]) groups was comparable (hazard ration 1.23 [95% CI 0.66–2.28]; p = 0.7394); OS data maturity was 27.2% (41 events/151 patients). The most common grade ≥3 treatment-related adverse event was anemia (BA, 26.0%; placebo, 22.8%). Bleeding adverse events were reported more frequently in the BA group (28.8%) versus the placebo group (7.4%). Deaths within 60 days of the first dose were reported in 7.5% and 1.3% of patients in the BA and placebo groups, respectively. Conclusions: BA+GemCis did not provide a clinically meaningful benefit compared with GemCis alone as first-line treatment for biliary tract cancer, and the study was discontinued early (terminated: August 20, 2021).
Telisotuzumab Vedotin Monotherapy in Patients With Previously Treated c-Met Protein–Overexpressing Advanced Nonsquamous EGFR -Wildtype Non–Small Cell Lung Cancer in the Phase II LUMINOSITY Trial
Camidge, D. Ross , Bar, Jair , Goldman, Jonathan W. , Moiseenko, Fedor , Филиппова, Е. А. , Çiçin, İrfan , Daaboul, Nathalie , Liu, Chunling , Bradbury, Penelope A., Moskovitz, Mor, Katgı, Nuran , Cuppens, Kristof , Wu, Shang‐Yin , Baijal, Shobhit , Kuo, Chih‐Hsi S. , Planchard, David , Baik, Christina S. , Li, Martha, Ansell, Peter , Xia, Summer, Bolotin, Ellen, Looman, Jim, Ratajczak, Christine K. , Horinouchi, Hidehito , Goldman, Jonathan W , Moiseenko, Fedor , Cicin, Irfan , Zer Kuch, Alona , Girard, Nicolas , Cuppens, Kristof , Han, Ji-Youn , Wu, Shang-Yin , Mansfield, Aaron S , Kuo, Chih-Hsi , Nishino, Kazumi , Lee, Se-Hoon , Planchard, David , Lu, Shun , Filippova, Elena, Ciuleanu, Tudor–Eliade , Tomasini, Pascale , Girard, Nicolas , Mansfield, Aaron S.

Mayo Clinic

Journal of Clinical Oncology | June 6, 2024 | Volume: 42 | Issue: 25 | Pages: 3000-3011

10.1200/jco.24.00720 | PMID 38843488 Get It

PURPOSE Telisotuzumab vedotin (Teliso-V) is a c-Met–directed antibody-drug conjugate with a monomethyl auristatin E cytotoxic payload. The phase II LUMINOSITY trial (ClinicalTrials.gov identifier: NCT03539536 ) aimed to identify the optimal c-Met protein–overexpressing non–small cell lung cancer (NSCLC) population for treatment with Teliso-V (stage I) and expand the selected group for efficacy evaluation (stage II). Stage II enrolled patients with nonsquamous epidermal growth factor receptor ( EGFR )-wildtype NSCLC. METHODS Eligible patients had locally advanced/metastatic c-Met protein–overexpressing NSCLC and ≤2 previous lines of therapy (including ≤1 line of systemic chemotherapy). c-Met protein overexpression in nonsquamous EGFR -wildtype NSCLC was defined as ≥25% tumor cells with 3+ staining (high [≥50% 3+]; intermediate [≥25%–<50%]). Teliso-V was administered at 1.9 mg/kg once every 2 weeks. The primary end point was overall response rate (ORR) by independent central review. RESULTS In total, 172 patients with nonsquamous EGFR -wildtype NSCLC received Teliso-V in stages I and II. ORR was 28.6% (95% CI, 21.7 to 36.2; c-Met high, 34.6% [95% CI, 24.2 to 46.2]; c-Met intermediate, 22.9% [95% CI, 14.4 to 33.4]). The median duration of response was 8.3 months (95% CI, 5.6 to 11.3; c-Met high, 9.0 [95% CI, 4.2 to 13.0]; c-Met intermediate: 7.2 [95% CI, 5.3 to 11.5]). The median overall survival was 14.5 months (95% CI, 9.9 to 16.6; c-Met high, 14.6 [95% CI, 9.2 to 25.6]; c-Met intermediate, 14.2 [95% CI, 9.6 to 16.6]). The median progression-free survival was 5.7 months (95% CI, 4.6 to 6.9; c-Met high, 5.5 [95% CI, 4.1 to 8.3]; c-Met intermediate: 6.0 [95% CI, 4.5 to 8.1]). Most common any-grade treatment-related adverse events (AEs) were peripheral sensory neuropathy (30%), peripheral edema (16%), and fatigue (14%); the most common grade ≥3 AE was peripheral sensory neuropathy (7%). CONCLUSION Teliso-V was associated with durable responses in c-Met protein–overexpressing nonsquamous EGFR -wildtype NSCLC, especially in those with high c-Met. AEs were generally manageable.
Tucatinib and trastuzumab for previously treated HER2−mutated metastatic breast cancer (SGNTUC−019): A phase 2 basket study.
Oh, Do‐Youn , Rorive, Andrée, Takahashi, Shunji , Monk, Bradley J. , Reck, Martin , Ramos, Jorge , Tan, Sherry, Stinchcombe, Tom, Okines, Alicia , Curigliano, Giuseppe , Mizuno, Nobumasa , Soliman, Hatem Hussein , Bekaii‐Saab, Tanios , Hamilton, Erika , Nakamura, Yoshiaki , Nguyen, Danny , O’Malley, David M. , Yu, Evan Y , Stinchcombe, Thomas E. , Pohlmann, Paula R.

Mayo Clinic

Journal of Clinical Oncology | June 4, 2024 | Volume: 42 | Issue: 16_suppl | Pages: 1105-1105

10.1200/jco.2024.42.16_suppl.1105 Get It

1105 Background: Approximately 2-5% of breast cancers harbor HER2 mutations, often occurring in hormone receptor-positive (HR+) disease. There are currently no approved treatment options for patients (pts) with HER2-mutated metastatic breast cancer (HER2-mut MBC). Tucatinib (TUC) is a tyrosine kinase inhibitor highly selective for HER2 and is approved for previously treated HER2+ MBC with or without brain metastases in combination with trastuzumab (Tras) and capecitabine. Here, we report the efficacy and safety results of TUC combined with Tras in pts with previously treated HER2-mut MBC. Methods: SGNTUC-019 (NCT04579380) is an open-label phase 2 basket study evaluating efficacy, safety, and tolerability of TUC and Tras in pts with metastatic HER2-altered solid tumors. Pts in the HER2-mut MBC cohort must have HER2 mutations determined locally by tissue- or blood-based next-generation sequencing, not be HER2+ per local testing, been previously treated with ≥1 systemic therapy in the locally advanced, unresectable, or metastatic setting, and if HR+, have received a CDK4/6 inhibitor. Pts were treated in 21-day cycles with TUC (300 mg orally twice a day) and Tras (8 mg/kg IV followed by 6 mg/kg every 3 wks). Pts with HR+ disease also received fulvestrant (F; 500 mg IM once every 4 wks starting from cycle 1 day 1, and cycle 1 day 15). Disease status was determined based on RECIST v1.1 with assessments performed every 6 wks for 24 wks and every 12 wks thereafter. The primary endpoint is cORR per investigator assessment. Secondary endpoints include OS, DCR, DOR, PFS, and safety. Results: As of Nov 1, 2023, 31 pts were enrolled in the HER2-mut MBC cohort. The median duration of follow-up for OS was 15.0 months. Twenty-seven (87%) pts had HR+ disease and 18 (58%) had lobular histology. The pts received a median of 4 prior lines of systemic therapy in any setting. cORR was 41.9% (90% CI, 26.9-58.2) with 13 responses including 2 complete responses. Median DOR was 12.6 months (90% CI, 4.7, not estimable), DCR was 80.6% (n=25; 90% CI, 65.3-91.2), median PFS was 9.5 months (90% CI, 5.4-13.8), and median OS was 20.1 months (90% CI, 15.9 to not estimable). The most common treatment-emergent adverse events (TEAEs) reported were diarrhea (64.5%) and nausea (35.5%). The most common grade ≥3 TEAEs reported were diarrhea (13%), alanine aminotransferase increase (10%), and hypertension (10%). Two (6.5%) pts discontinued TUC due to TEAEs, but these pts continued Tras. No deaths were due to TEAEs. Additional biomarker analyses will be included in the presentation. Conclusions: The investigational combination of TUC and Tras, plus F in pts with HR+ disease, was well tolerated and had clinical activity in pts with previously treated HER2-mut MBC. The results support further evaluation of the combination of TUC and Tras as a potential treatment option for this pt population. Clinical trial information: NCT04579380 .
External Validation of the Modified Southwestern Aneurysm Severity Index in the Barrow Ruptured Aneurysm Trial Surgical Cohort
Labib, Mohamed A., Inoue, Mizuho, Kupanoff, Kristina, Abramov, Irakliy , Srinivasan, Visish M. , Spetzler, Robert F., Lawton, Michael T. , Lawton, Michael T , Catapano, Joshua S , Singh, Rohin , Scherschinski, Lea , Youn, Teddy S.

Mayo Clinic

Neurosurgery | April 29, 2024 | Volume: 95 | Issue: 3 | Pages: 660-668

10.1227/neu.0000000000002959 | PMID 38682903 Get It

BACKGROUND AND OBJECTIVES: Predicting functional outcomes after surgical management of ruptured aneurysms is essential. This study sought to validate the modified Southwestern Aneurysm Severity Index (mSASI), which predicts functional outcomes 1 year after treatment. METHODS: The surgical arm of a randomized controlled trial, the Barrow Ruptured Aneurysm Trial, was used to validate the mSASI model. mSASI scores incorporating the Hunt and Hess scale, Non-Neurological American Society of Anesthesiologists Physical Classification Status, imaging findings, and other modifiers were assigned and evaluated against the Glasgow Outcome Scale (GOS) score at 1 year. The model's performance was assessed for discrimination and calibration. Similar evaluations were constructed using the modified Rankin Scale (mRS) as the 1-year functional outcome measurement. Long-term outcomes (3, 6, 10 years) were also evaluated. RESULTS: Of 280 clinical trial patients treated surgically, 242 met the inclusion criteria. The mean age was 54.1 ± 12.9 years; 31% were men. Favorable GOS score (4-5) and mRS score (0-2) at 1 year were observed in 73.6% and 66.1% of patients, respectively. The mSASI model predicted unfavorable GOS score at 1 year with fair to good discrimination (area under the curve = 0.75, 95% CI = 0.68-0.82) and accurate calibration (R 2 = 0.98). Similar results were obtained when mRS was used as the outcome measure (area under the curve = 0.75, 95% CI = 0.68-0.82; R 2 = 0.95). CONCLUSION: The mSASI model was externally validated in our cohort to predict functional outcomes using the GOS or mRS scores 1 year after surgery. This index may be used for prognosticating outcomes of patients undergoing surgery for ruptured aneurysms at short-term and long-term intervals.
A Phase I Study of KIN-3248, an Irreversible Small-molecule Pan-FGFR Inhibitor, in Patients with Advanced FGFR2/3-driven Solid Tumors
Garmezy, Benjamin , Borad, Mitesh J. , Bahleda, Rastilav , Perez, Cesar A. , Chen, Li‐Tzong , Kato, Shumei , Oh, Do‐Youn , Severson, Paul , Tam, Betty Y. , Quah, Cheng S. , Harding, James J , Borad, Mitesh J , Chen, Li-Tzong , Garmezy, Benjamin , Harding, James J.

Mayo Clinic

Cancer Research Communications | April 11, 2024 | Volume: 4 | Issue: 4 | Pages: 1165-1173

10.1158/2767-9764.crc-24-0137 | PMID 38602417 Get It

Abstract Purpose: Despite efficacy of approved FGFR inhibitors, emergence of polyclonal secondary mutations in the FGFR kinase domain leads to acquired resistance. KIN-3248 is a selective, irreversible, orally bioavailable, small-molecule inhibitor of FGFR1-4 that blocks both primary oncogenic and secondary kinase domain resistance FGFR alterations. Experimental Design: A first-in-human, phase I study of KIN-3248 was conducted in patients with advanced solid tumors harboring FGFR2 and/or FGFR3 gene alterations (NCT05242822). The primary objective was determination of MTD/recommended phase II dose (RP2D). Secondary and exploratory objectives included antitumor activity, pharmacokinetics, pharmacodynamics, and molecular response by circulating tumor DNA (ctDNA) clearance. Results: Fifty-four patients received doses ranging from 5 to 50 mg orally daily across six cohorts. Intrahepatic cholangiocarcinoma (48.1%), gastric (9.3%), and urothelial (7.4%) were the most common tumors. Tumors harbored FGFR2 (68.5%) or FGFR3 (31.5%) alterations—23 (42.6%) received prior FGFR inhibitors. One dose-limiting toxicity (hypersensitivity) occurred in cohort 1 (5 mg). Treatment-related, adverse events included hyperphosphatemia, diarrhea, and stomatitis. The MTD/RP2D was not established. Exposure was dose proportional and concordant with hyperphosphatemia. Five partial responses were observed; 4 in FGFR inhibitor naïve and 1 in FGFR pretreated patients. Pretreatment ctDNA profiling confirmed FGFR2/3 alterations in 63.3% of cases and clearance at cycle 2 associated with radiographic response. Conclusion: The trial was terminated early for commercial considerations; therefore, RP2D was not established. Preliminary clinical data suggest that KIN-3248 is a safe, oral FGFR1-4 inhibitor with favorable pharmacokinetic parameters, though further dose escalation was required to nominate the MTD/RP2D. Significance: KIN-3248 was a rationally designed, next generation selective FGFR inhibitor, that was effective in interfering with both FGFR wild-type and mutant signaling. Clinical data indicate that KIN-3248 is safe with a signal of antitumor activity. Translational science support the mechanism of action in that serum phosphate was proportional with exposure, paired biopsies suggested phospho-ERK inhibition (a downstream target of FGFR2/3), and ctDNA clearance may act as a RECIST response surrogate.
Abstract 7385: Explainable AI model incorporating uncertainty estimation for enhanced MSI-H prediction and immunotherapy response in gastrointestinal cancer
Park, Sunho , Kim, M.K., Hwang, Tae Hyun , Sung, Ji‐Youn , Park, Jeong Hwan , Lee, Sung Hak , Wang, Sam C. , Cheong, Jae‐Ho

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Cancer Research | March 22, 2024 | Volume: 84 | Issue: 6_Supplement | Pages: 7385-7385

10.1158/1538-7445.am2024-7385 Get It

Abstract Background: Microsatellite instability-high (MSI-H) tumors respond well to immune checkpoint blockade and oftentimes not to chemotherapeutics. Despite value of determining MSI status to guide therapy, many patients’ samples are not untested. Deep learning models may be able to predict MSI status by analyzing hematoxylin and eosin (H&E) stained whole-slide images (WSIs). Validation of this tool will provide another tool to increase MSI testing. However, to be deployed into clinical routine care, prediction models need be externally validated in large and diverse patient cohorts. In addition, these models should provide uncertainty of prediction to help clinicians make informed decisions. Results: In this study, we introduce a novel Bayesian prediction model using whole-slide images (WSIs) and deep Gaussian processes (DGPs) in a weakly supervised learning context. Extensively tested on large datasets (n=3,146) from multiple centers, our model not only demonstrated superior performance but also showed that incorporating uncertainty into predictions significantly improves MSI prediction accuracy, achieving AUROC of &gt;0.91 in colon cancer and &gt;0.94 in gastric cancer. Additionally, an in-depth analysis within the gastric cancer cohort indicated a significant correlation between predicted MSI-H regions and immunotherapy response. Patients who responded to immune checkpoint inhibitors had a higher proportion of MSI-H regions (P-value &lt; 0.05). This correlation was also observed in patients categorized as MSS but responsive to ICIs, highlighting the potential of our model to identify MSI-H patterns not detected through standard laboratory tests. This advancement could lead to more precise patient selection for ICI therapy, enhancing personalized treatment strategies in gastrointestinal cancer. Citation Format: Sunho Park, Minj Kim, Ji-Youn Sung, Jeong Hwan Park, Sung Hak Lee, Sam C. Wang, Jaeho Cheong, Tae Hyun Hwang. Explainable AI model incorporating uncertainty estimation for enhanced MSI-H prediction and immunotherapy response in gastrointestinal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 7385.
Abstract 7400: AI-driven multimodal 3D tumor modeling with spatial molecular insights for predicting ICI response in gastric cancer
Choi, Yoon Ho , Redekop, Katya, Jang, Inyeop, Barnfather, Isabel , Nakkireddy, Sumanth Reddy , Park, Sunho , Shitara, Kohei , Yu, Aoki, Hwang, Tae Hyun , Kim, Min‐Ji , Clemenceau, Jean R. , Hong, Changjin , Sung, Ji‐Youn , Park, Jeong Hwan , Lee, Sung Hak , Wang, Sam C. , Cheong, Jae‐Ho

Mayo Clinic

Cancer Research | March 22, 2024 | Volume: 84 | Issue: 6_Supplement | Pages: 7400-7400

10.1158/1538-7445.am2024-7400 Get It

Abstract Traditional cancer research methodologies predominantly focus on 2D tumor modeling, including spatial profiling and AI-driven analysis at the 2D level. To advance beyond these limitations, we implemented Holotomography (HT), a 3D, label-free optical imaging method. This technique, leveraging refractive index contrasts, allows for enhanced visualization of tumor tissues, organoids, and cells in three dimensions. Using serial H&E sections and unstained slides, we created detailed 3D tumor models in gastric cancer, providing insights into tumor, immune, and stromal composition, as well as cell-cell interactions and extracellular matrix characteristics. AI algorithms further enhanced our 3D tumor modeling, offering novel perspectives on the initiation and progression of tumor, immune, and stromal components at the subcellular level. Analyzing gastric tumors treated with immune checkpoint inhibitors before, during, and after treatment revealed dynamic changes in spatial composition over time, offering unique insights into the evolution of the 3D tumor ecosystem. Additionally, by integrating spatial transcriptomic and in situ molecular imaging data, we developed a novel Multimodal 3D Tumor Model. This model not only uncovers subcellular-level molecular characteristics but also elucidates cellular interactions during treatment, suggesting potential biomarkers and therapeutic approaches. Lastly, by constructing 3D cellular interaction networks incorporating true 3D interactions, we provided an in-depth view of cellular communication within the tumor microenvironment. This pioneering approach, representing the first Multimodal 3D Tumor Model at the subcellular level, offers novel insights into gastric cancer's spatial evolution, potentially revolutionizing our understanding and treatment of gastric cancer. Citation Format: Yoon Ho Choi, Minji Kim, Katya Redekop, Inyeop Jang, Jean R. Clemenceau, Isabel Barnfather, Sumanth Reddy Nakkireddy, Changjin Hong, Sunho Park, Ji-Youn Sung, Jeong Hwan Park, Shitara Kohei, Aoki Yu, Sung Hak Lee, Sam Wang, Jaeho Cheong, Tae Hyun Hwang. AI-driven multimodal 3D tumor modeling with spatial molecular insights for predicting ICI response in gastric cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 7400.