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261 citation(s) found for "Oh, Ju‐Hee".

PK-PD-efficacy modeling of brigimadlin in MDM2-amplified glioblastoma.
Decker, Paul A. , Kosel, Matt, Hu, Zeng, Ott, Lauren L. , Carlson, Brett L. , Oh, Ju‐Hee , Eckel‐Passow, Jeanette E. , Sini, Patrizia , Elmquist, William F. , Vaubel, Rachael A. , Zhang, Wenjuan , Burgenske, Danielle M. , Waller, Katie L. , Decker, Paul A. , Kosel, Matthew , Gupta, Shiv K. , Bakken, Katrina K. , Talele, Surabhi , Galanis, Evanthia , Sarkaria, Jann N.

Mayo Clinic

Journal of Clinical Oncology | June 4, 2024 | Volume: 42 | Issue: 16_suppl | Pages: 2071-2071

10.1200/jco.2024.42.16_suppl.2071 Get It

2071 Background: Brigimadlin (BI 907828) is a potent small molecule inhibitor of the p53-MDM2 pathway currently in a phase 0/1 clinical trial in combination with radiotherapy in newly diagnosed MGMTunmethylated glioblastoma (GBM). To inform development of brigimadlin for GBM, we developed a pharmacokinetic (PK)/ pharmacodynamic (PD)/ efficacy model using GBM patient derived xenografts (PDXs). Methods: Brigimadlin PK parameters were evaluated in FVB wild-type and knockout (Mdr1a/b-/-Bcrp1-/-) mice and in athymic nude mice. Drug binding was measured by rapid equilibrium dialysis, and drug levels quantified by LC/MS-MS. Dose-response relationships were evaluated in subcutaneous and orthotopic PDXs across a range of doses. Response to brigimadlin (2 mg/kg weekly) +/- RT (2 Gy x 10 fractions) was evaluated in orthotopic PDXs. Results: Brigimadlin significantly delayed median time to regrowth of GBM108 ( MDM2amplified) subcutaneous tumors (vs. placebo; p<0.05) at dose levels of 0.25 mg/kg (1.3-fold), 0.5 mg/kg (1.5-fold), 1 mg/kg (2.6-fold), and 2 mg/kg (5.3-fold). A single dose of brigimadlin resulted in corresponding intra-tumoral drug levels 24 hours post-dose: 84 nM (0.25 mg/kg), 175 nM (0.5 mg/kg), 398 nM (1 mg/kg) and 924 nM (2 mg/kg) and dose-dependent upregulation of p53 target genes (p21 and PUMA). In contrast, GBM14 ( MDM2non-amplified) showed regrowth delay (1.6-fold) only at 2 mg/kg (p=0.008). Brigimadlin was highly bound (fraction unbound = 0.0006 in brain; 0.0017 in GBM tumor tissue), and CNS distribution was limited by efflux; in wild-type mice Kp,uu_brain = 0.002 ± 0.003; in Mdr1a/b-/-Bcrp1-/- mice Kp,uu = 0.043 ± 0.025. Efficacy of brigimadlin was compared in orthotopic GBM108 PDXs grown in athymic nude mice vs. immuno/efflux-deficient (Rag2-/-Mdr1a-/-Bcrp1-/-) mice. In nude mice, median survival was extended at 2 mg/kg brigimadlin (1.4-fold, p=0.009), with corresponding intra-tumoral drug levels of 29 nM. In efflux deficient mice, median survival was extended (p<0.05) at 0.25 mg/kg (1.5-fold), 0.5 mg/kg (1.5-fold), 1 mg/kg (1.8-fold), and 2 mg/kg (>4-fold). Measurement of intra-tumoral drug levels is in progress. In combination with RT in GBM108, brigimadlin (2 mg/kg x 2 weeks) extended median survival vs. vehicle (66 vs. 50 days; p=0.012) and enhanced median survival following RT (128.5 vs. 82 days; p=0.009). In GBM14, 2 mg/kg brigimadlin (2 mg/kg x 12 weeks) extended median survival (39.5 vs. 32.5 days; p=0.0004) and enhanced survival following RT (97 vs. 81 days; p<0.0001). Conclusions: Efficacy of brigimadlin is dependent on adequate CNS delivery. Studies in subcutaneous PDX demonstrated intra-tumoral total drug levels in the mid-nanomolar range provide meaningful tumor effects in a highly sensitive, MDM2 amplified PDX. In orthotopic PDXs with and without MDM2 amplification, brigimadlin provided further benefit in combination with RT. These data support ongoing clinical evaluation of brigimadlin in GBM.
Pre-clinical modeling of navtemadlin pharmacokinetics (PK), pharmacodynamics (PD), and efficacy in glioblastoma, IDH-wildtype.
Decker, Paul A. , Hu, Zeng, Carlson, Brett L. , Oh, Ju‐Hee , Eckel‐Passow, Jeanette E. , Elmquist, William F. , Vaubel, Rachael A. , Zhang, Wenjuan , Mladek, Ann C. , Pasa, Tugce I. , Waller, Katie L. , Stopka, Sylwia A. , Regan, Michael S. , Decker, Paul A. , Gupta, Shiv K. , Jain, Sonia , Bakken, Katrina K. , Talele, Surabhi , Burgenske, Danielle M. , Agar, Nathalie Y.R. , Sarkaria, Jann N.

Mayo Clinic

Journal of Clinical Oncology | June 4, 2024 | Volume: 42 | Issue: 16_suppl | Pages: 2012-2012

10.1200/jco.2024.42.16_suppl.2012 Get It

2012 Background: Navtemadlin (nvtm) is a potent, selective, orally available small molecule inhibitor of murine double minute 2 homologue (MDM2), which has completed a Ph 0 surgical window of opportunity study in glioblastoma, IDH-wildtype (GBM; Lee SNO 2022). To optimally interpret the clinical data, an extensive evaluation of nvtm PK, PD, and efficacy was performed in GBM patient derived xenografts (PDXs). Methods: Response to nvtm +/- radiotherapy (RT) was characterized in vitro and in vivo across a panel of GBM PDXs with various TP53 and MDM2 alterations. Efficacy, PK, and PD were evaluated in flank or orthotopic PDX models. p53 pathway activation was evaluated by qPCR, Western blot, and IHC. Nvtm brain penetration was evaluated in immunodeficient abcb1a/b-/- (P-glycoprotein; P-gp), abcg2-/- (BCRP), or double-knockout mice. Binding was assessed by rapid equilibrium dialysis, and nvtm concentrations by LC/MS-MS and MALDI-MSI. Results: Nvtm decreased in vitro viability of TP53WT GBM PDX explant cultures with IC50s <100 nM, but was ineffective in TP53-mutant GBM. In flank PDX models, nvtm (100 mg/kg daily for 4 weeks) delayed tumor regrowth by 1.9 to 4.8-fold in TP53 WT PDXs without MDM2amplification (n=9 models), and more markedly by 20.1 to 29.4-fold in MDM2amplified models (n=4; 2 PDXs did not recur). In a flank PDX dose-response study, nvtm delayed the growth of MDM2amplified GBM108 at 25 mg/kg vs. placebo (61 vs. 11 days; p=0.014; mean intra-tumoral nvtm = 590 nM). In contrast, growth of MDM2 non-amplified GBM14 was delayed only at 100 mg/kg (37 vs. 15 days; p=0.082; mean intra-tumoral nvtm = 2990 nM). In both flank models, p53 target gene upregulation was similar between 25 and 100 mg/kg and did not correlate with regrowth. Nvtm was highly bound (fraction unbound = 0.090 in culture media and 0.014 in GBM tissue homogenate). In mice after oral dosing, distribution to CNS was limited by P-gp, with a brain to plasma ratio of 0.009 and unbound ratio of 0.005, whereas BCRP deficiency did not affect CNS distribution. With orthotopic GBM108, nvtm efficacy was evaluated in nude vs. efflux-deficient mice. In nude mice, nvtm was ineffective at doses up to 100 mg/kg; however, in efflux deficient mice, the mean intra-tumoral nvtm level at 25 mg/kg was similar to flank tumors (690 nM) and survival was significantly extended (134 vs. 62 days, p=0.0002) with additional benefit at 100 mg/kg (>300 vs. 62 days, p=0.002). Conclusions: Nvtm showed significant efficacy in TP53 WT GBM flank PDX models but efficacy in orthotopic PDX was highly dependent on CNS penetration. Targeting nvtm levels based on the in vitroIC50 may significantly underestimate the in vivo effective concentration . In vivo studies showed lower intra-tumoral nvtm levels are required to significantly inhibit growth of MDM2amplified compared with non-amplified tumors.
Abstract PO3-18-11: A011801 (CompassHER2 RD): Postneoadjuvant T-DM1 + tucatinib/placebo in patients with residual HER2-positive invasive breast cancer
O’Sullivan, Ciara C. , McCall, Linda, Weiss, Anna, Mitchell, Melissa P. , Blinder, Victoria , Irvin, William , Krop, Ian E. , Ballman, Karla V. , Zemla, Tyler , Tung, Nadine , Lee, Myoung-Hee , Kamaraju, Sailaja , Goetz, Matthew P. , Symmans, W. Fraser , Borges, Virginia F. , Partridge, Ann H. , Carey, Lisa A.

Mayo Clinic

Cancer Research | May 2, 2024 | Volume: 84 | Issue: 9_Supplement | Pages: PO3-18-11-PO3-18-11

10.1158/1538-7445.sabcs23-po3-18-11 Get It

Abstract Background: Patients with HER2+ early breast cancer (EBC) and invasive residual disease (RD) after neoadjuvant therapy (NAT) have a higher risk of relapse than patients who have a pathologic complete response (pCR). Escalation of therapy in patients with RD using post-neoadjuvant T-DM1 has become the new standard of care, leading to improved invasive disease-free survival (iDFS), but patients with estrogen receptor (ER)-negative or nodal RD have suboptimal outcomes, and central nervous system recurrences are a challenge. More effective treatment strategies are urgently needed. Alliance A011801 (CompassHER2 RD) is an escalation trial for patients with high-risk HER2+ RD after neoadjuvant systemic therapy, evaluating the addition of the HER2 selective tyrosine kinase inhibitor (TKI) tucatinib to post-neoadjuvant T-DM1. Methods: Eligibility and Intervention: Patients with high-risk HER2+ RD (i.e., ER-, node-positive, or both) after a predefined course of neoadjuvant HER2-directed treatment are randomized 1:1 to adjuvant T-DM1 + placebo, vs. T-DM1 and tucatinib with adjuvant RT +/- ET. Eligibility criteria include completion of ≥ 6 cycles of NAT, including ≥ 9 weeks of paclitaxel and trastuzumab +/- pertuzumab. All chemotherapy (CT) must be completed preoperatively unless participating in EA1181 (~15-30% will be participants in the CompassHER2 pCR de-escalation companion trial [NCT04266249]; these patients must receive postoperative CT to complete ≥ 6 cycles prior to enrollment on A011801). Patients who received prior HER2-targeted TKIs or antibody-drug conjugates are ineligible. Objectives: The primary objective is to determine if iDFS is improved with addition of tucatinib to T-DM1 in patients with HER2+ EBC with RD after neoadjuvant systemic therapy; secondary endpoints include overall survival, breast cancer free survival, distant recurrence-free survival, brain metastases-free survival and disease-free survival. Correlative objectives include the association of i) tumor infiltrating lymphocyte (TILs) levels in the primary tumor and RD with iDFS, ii) TILs with tucatinib benefit, iii) iDFS and circulating tumor cells (CTC) at serial timepoints and iv) the magnitude of benefit of tucatinib (iDFS) in patients with/without detectable pretreatment CTCs. Quality of life and pharmacokinetic endpoints are also being evaluated. Statistics: A011801 is a prospective, double-blind, randomized, phase III superiority trial; stratified by i) receipt of postoperative CT (Y/N), ii) hormone receptor-status (+/-), and iii) pathologic lymph node status (+/-). The study targets an absolute difference of 5% in iDFS (control vs. experimental arm 82% & 87%, HR = 0.7), with a two-sided alpha of 0.05 and power of 80%. The sample size is 981; target accrual = 1031 patients; activation and estimated completion dates are 01/6/21 and ~ 01/2028. Accrual as of 7/10/2023: 438 patients. Support: U10CA180821, U10CA180882; Seagen Inc; https://acknowledgments.alliancefound.org. ClinicalTrials.gov Identifier: NCT04457596 Citation Format: Ciara O'Sullivan, Karla Ballman, Linda McCall, Tyler Zemla, Anna Weiss, Melissa Mitchell, Victoria Blinder, Nadine Tung, William Irvin, Myounghee Lee, Sailaja Kamaraju, Matthew Goetz, W. Fraser Symmans, Virginia Borges, Ian Krop, Ann Partridge, Lisa Carey. A011801 (CompassHER2 RD): Postneoadjuvant T-DM1 + tucatinib/placebo in patients with residual HER2-positive invasive breast cancer [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO3-18-11.
Abstract GS02-13: Pregnancy after breast cancer in young women with germline BRCA pathogenic variants: results from an international cohort study
Kim, Hee Jeong , Chiodi, Camila , Lopez, Estela Carrasco, Bajpai, Jyoti , Toss, Angela, Renaud, Tiphaine , Cui, Wanda, Wong, Stephanie M. , Ruddy, Kathryn, Rozenblit, Mariya, Garza, Cynthia Villareal, Marchis, Laura De , Mriňáková, Bela , Meister, Sarah , Clatot, Florian, Yerushalmi, Rinat , Angelis, Carmine De , Cichowska-Cwalińska, Natalia, Berlière, Martine , Giorgi, Ugo De , Sonnenblick, Amir , Azim, Hatem A. , De Angelis, Carmine , Wong, Stephanie M , Lambertini, Matteo , Blondeaux, Eva , Agostinetto, Elisa , Hamy, Anne‐Sophie , Bernstein‐Molho, Rinat , Hilbers, Florentine , Pogoda, Katarzyna , Punie, Kevin , Ignatiadis, Michail , Moore, Halle C. F. , Phillips, Kelly‐Anne , Toss, Angela , Rousset‐Jablonski, Christine , Peccatori, Fedro A , Ferrari, Alberta , Paluch–Shimon, Shani , Fruscio, Robert , Vernieri, Claudio , Ruddy, Kathryn J. , Dieci, Maria Vittoria , Matikas, Alexios , Rozenblit, Mariya , Mastro, Lucia Del , Puglisi, Fabio , Estevez-Diz, Maria Del Pilar , Rodriguez-Wallberg, Kenny A , Livraghi, Luca , Sánchez-Bayona, Rodrigo , Meattini, Icro , Salama, Mahmoud , Partridge, Ann H.

Mayo Clinic

Cancer Research | May 2, 2024 | Volume: 84 | Issue: 9_Supplement | Pages: GS02-13-GS02-13

10.1158/1538-7445.sabcs23-gs02-13 Get It

Abstract Background: Oncofertility counseling in BRCA carriers has unique challenges due to a possible negative impact of germline pathogenic/likely pathogenic variants (PVs) on reproductive potential and the indication to undergo risk-reducing bilateral salpingo-oophorectomy. While previous studies demonstrated the safety of pregnancy in women with prior breast cancer (BC) history, limited evidence exists in BRCA carriers specifically. We report the results of the largest study to date investigating likelihood of pregnancy after BC, reproductive and disease outcomes specifically in BRCA carriers. Methods: This was an international, multicenter, hospital-based, retrospective cohort study including young BRCA carriers with history of BC (NCT03673306). Eligible patients were women harboring germline PVs in BRCA1 and/or BRCA2 and diagnosed with stage I-III invasive BC at the age of ≤ 40 years between January 2000 and December 2020. BRCA healthy carriers or patients with BRCA variants of unknown significance, non-invasive BC, lack of follow-up, prior ovarian cancer or other malignancies without history of BC were excluded. Primary endpoints were pregnancy rate and disease-free survival (DFS). Overall survival (OS), BC specific survival (BCSS), pregnancy, fetal and obstetric outcomes were secondary endpoints. To mitigate the impact of guaranteed time bias, two survival analyses were performed: 1) Extended Cox model with occurrence of pregnancy as a time-varying covariate; 2) Case-control analysis by matching 1:3 patients with and without a pregnancy for type of BRCA PV, hormone receptor status, nodal status and year at diagnosis; moreover, each control had to have a disease-free interval longer than the time occurring between BC diagnosis and conception of the matched case. Results: From 78 centers worldwide, 4,732 patients were included, of whom 659 had at least one pregnancy after BC (pregnancy cohort) and 4,073 did not (non-pregnancy cohort). Patients in the pregnancy cohort were significantly more likely to carry BRCA1 PVs, to be younger at BC diagnosis, to have node-negative and hormone receptor-negative (HR-) BC (all p&lt; 0.01). Pregnancy rate at 10 years was 22% (95% CI 21%-24%) overall, 18% (95% CI 16%-21%) and 26% (95% CI 24%-26%) in patients with HR+ and HR- BC, respectively (p&lt; 0.01). Median time from BC diagnosis to conception was 3.5 years (IQR 2.2-5.3 years), significantly longer in patients with HR+ than HR- BC (4.3 vs 3.2 years, p&lt; 0.01). Among 659 patients with a pregnancy after BC, 45 (6.8%) and 63 (9.6%) experienced an induced abortion or a miscarriage, respectively. Of the 517 (78.5%) patients with completed pregnancy, 54 (10.4%) had twins and 406 (78.5%) delivered at term (delivery ≥37 weeks). Among the 571 babies born, 5 (0.9%) had congenital anomalies. Median follow-up was 7.8 years (IQR, 4.5-12.6 years). No significant difference in DFS was observed between the pregnancy and non-pregnancy cohorts (unadjusted HR 0.97, 95% CI 0.82-1.15, p=0.74; adjusted HR [aHR] 0.99, 95% CI 0.81-1.20, p=0.90). Patients in the pregnancy cohort showed significantly better BCSS (HR 0.53, 95% CI 0.38-0.74, p&lt; 0.01; aHR 0.59, 95% CI 0.41-0.86, p&lt; 0.01) and OS (HR 0.52, 95% CI 0.38-0.72, p&lt; 0.01; aHR 0.58, 95% CI 0.40-0.85, p&lt; 0.01). Similar results were obtained in the case-control analysis. Subgroup analyses of survival endpoints according to patient, tumor and treatment characteristics will be presented at the conference. Conclusions: In this global study, 1 out of 5 young BRCA carriers conceived within 10 years after a BC diagnosis, higher than rates previously reported in unselected young BC populations. Pregnancy following BC in BRCA carriers did not appear to adversely impact maternal prognosis or fetal outcomes. These findings should be incorporated into oncofertility counseling of young BRCA carriers with BC. Citation Format: Matteo Lambertini, Eva Blondeaux, Elisa Agostinetto, Anne-Sophie Hamy-Petit, Hee Jeong Kim, Camila Chiodi, Rinat Bernstein-Molho, Florentine Hilbers, Katarzyna Pogoda, Estela Carrasco Lopez, Kevin Punie, Jyoti Bajpai, Michail Ignatiadis, Halle Moore, Kelly-Anne Phillips, Angela Toss, Christine Rousset-Jablonski, Fedro Alessandro Peccatori, Tiphaine Renaud, Alberta Ferrari, Shani Paluch-Shimon, Robert Fruscio, Wanda Cui, Stephanie Wong, Claudio Vernieri, Kathryn Ruddy, Maria Vittoria Dieci, Alexios Matikas, Mariya Rozenblit, Cynthia Villareal Garza, Laura De Marchis, Lucia Del Mastro, Fabio Puglisi, Maria Del Pilar Estevez-Diz, Kenny A. Rodriguez-Wallberg, Bela Mrinakova, Sarah Meister, Luca Livraghi, Florian Clatot, Rinat Yerushalmi, Carmine De Angelis, Rodrigo Sánchez-Bayona, Icro Meattini, Natalia Cichowska-Cwalińska, Martine Berlière, Mahmoud Salama, Ugo De Giorgi, Amir Sonnenblick, Hatem Azim, Ann Partridge. Pregnancy after breast cancer in young women with germline BRCA pathogenic variants: results from an international cohort study [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr GS02-13.
Abstract 9600: Coronary Artery Disease Patients with Normal Body Mass Index but Central Obesity Have the Worst Long-Term Survival When Compared to Other Patterns of Adiposity
Coutinho, Thais , Sa, Daniel Correa de, Kragelund, Charlotte, Park, Jong‐Seon , Lorgis, Luc , Lee, Sang-Hee, Roger, Véronique L. , Goel, Kashish , Sa, Daniel Correa de, Kanaya, Alka M , Zeller, Marianne , Køber, Lars , Torp-Pedersen, Christian Tobias , Cottin, Yves , Lee, Sang-Hee, Kim, Young-Jo, Thomas, Randal J. , Somers, Virend K. , López-Jiménez, Francisco

Mayo Clinic

Circulation | April 23, 2024 | Volume: 124 | Issue: suppl_21 | Pages: No page available

10.1161/circ.124.suppl_21.a548 Get It

Thais Coutinho, 2011 Finalist and Presenting Author
Tumor-Infiltrating Lymphocytes in Triple-Negative Breast Cancer
Leon‐Ferre, Roberto A. , Jonas, Sarah Flora , Salgado, Roberto, Loi, Sherene , Jong, Vincent de, Carter, Jodi M. , Leung, Samuel , Riaz, Nazia , Chia, Stephen , Jules-Clément, Gérôme , Curigliano, Giuseppe , Linderholm, Barbro, Deurzen, Carolien H. M. van , Timmermans, Anne, Yazaki, Shu, Yoshida, Masayuki , Bataillon, Guillaume , Kok, Marleen , Group, International Immuno-Oncology Biomarker Working, Curigliano, Giuseppe , Loi, Sherene , Carter, Jodi , Salgado, Roberto , Nielsen, Torsten O. , Criscitiello, Carmen , Cockenpot, Vincent , Lambertini, Matteo , Suman, Vera J. , Linderholm, Barbro Kristina , Martens, John W.M. , Timmermans, A. Mieke, Shimoi, Tatsunori , Kim, Sung-Bae , Lee, Hee Jin , Dieci, Maria Vittoria , Vincent‐Salomon, Anne , André, Fabrice , Linn, Sabine C. , Goetz, Matthew P. , Michiels, Stefan , Group, International Immuno-Oncology Biomarker Working

Mayo Clinic

JAMA | April 2, 2024 | Volume: 331 | Issue: 13 | Pages: 1135

10.1001/jama.2024.3056 | PMID 38563834 Get It

Importance The association of tumor-infiltrating lymphocyte (TIL) abundance in breast cancer tissue with cancer recurrence and death in patients with early-stage triple-negative breast cancer (TNBC) who are not treated with adjuvant or neoadjuvant chemotherapy is unclear. Objective To study the association of TIL abundance in breast cancer tissue with survival among patients with early-stage TNBC who were treated with locoregional therapy but no chemotherapy. Design, Setting, and Participants Retrospective pooled analysis of individual patient-level data from 13 participating centers in North America (Rochester, Minnesota; Vancouver, British Columbia, Canada), Europe (Paris, Lyon, and Villejuif, France; Amsterdam and Rotterdam, the Netherlands; Milan, Padova, and Genova, Italy; Gothenburg, Sweden), and Asia (Tokyo, Japan; Seoul, Korea), including 1966 participants diagnosed with TNBC between 1979 and 2017 (with follow-up until September 27, 2021) who received treatment with surgery with or without radiotherapy but no adjuvant or neoadjuvant chemotherapy. Exposure TIL abundance in breast tissue from resected primary tumors. Main Outcomes and Measures The primary outcome was invasive disease-free survival [iDFS]. Secondary outcomes were recurrence-free survival [RFS], survival free of distant recurrence [distant RFS, DRFS], and overall survival. Associations were assessed using a multivariable Cox model stratified by participating center. Results This study included 1966 patients with TNBC (median age, 56 years [IQR, 39-71]; 55% had stage I TNBC). The median TIL level was 15% (IQR, 5%-40%). Four-hundred seventeen (21%) had a TIL level of 50% or more (median age, 41 years [IQR, 36-63]), and 1300 (66%) had a TIL level of less than 30% (median age, 59 years [IQR, 41-72]). Five-year DRFS for stage I TNBC was 94% (95% CI, 91%-96%) for patients with a TIL level of 50% or more, compared with 78% (95% CI, 75%-80%) for those with a TIL level of less than 30%; 5-year overall survival was 95% (95% CI, 92%-97%) for patients with a TIL level of 50% or more, compared with 82% (95% CI, 79%-84%) for those with a TIL level of less than 30%. At a median follow-up of 18 years, and after adjusting for age, tumor size, nodal status, histological grade, and receipt of radiotherapy, each 10% higher TIL increment was associated independently with improved iDFS (hazard ratio [HR], 0.92 [0.89-0.94]), RFS (HR, 0.90 [0.87-0.92]), DRFS (HR, 0.87 [0.84-0.90]), and overall survival (0.88 [0.85-0.91]) (likelihood ratio test, P &amp;lt; 10e-6). Conclusions and Relevance In patients with early-stage TNBC who did not undergo adjuvant or neoadjuvant chemotherapy, breast cancer tissue with a higher abundance of TIL levels was associated with significantly better survival. These results suggest that breast tissue TIL abundance is a prognostic factor for patients with early-stage TNBC.
DERIVATION OF A MORTALITY PREDICTION MODEL IN CRITICAL CARE PATIENTS WITH CIRRHOSIS AND SEPSIS
Serafim, Laura Piccolo, Choi, Dae Hee , Weister, Timothy J. , Hanson, Andrew C. , Kamath, Patrick S. , Gajic, Ognjen, Simonetto, Douglas A. , Gajic, Ognjen , Moraes, Alice Gallo de

Mayo Clinic

Shock | March 22, 2024 | Volume: 61 | Issue: 3 | Pages: 382-386

10.1097/shk.0000000000002323 | PMID 38517233 Get It

ABSTRACT Objective: The aim of the study is to develop a predictive model for in-hospital mortality in critically ill patients with cirrhosis and sepsis, using clinical and laboratory data. Design: This is a retrospective cohort study. Setting: Medical and mixed intensive care units (ICUs) of a tertiary medical center. Patients: Cirrhotic adults were admitted with sepsis to the ICUs from January of 2007 to May of 2017. Interventions: None. Measurements and Main Results: Of 2,595 ICU admissions of patients with cirrhosis, 277 with first ICU admission for sepsis were included in the analysis, and 37% died in the hospital. Patients who stayed in the ICU for at least 6 h (n = 275) were considered for the multivariate model. Ten-fold cross-validation was used to estimate best parameter values and model performance, and the final model was chosen as the model maximizing area under the receiver-operating characteristic curve. Variables in order of impact were Acute Physiology and Chronic Health Evaluation (APACHE) III score, initial serum lactate, conjugated bilirubin, serum creatinine, model for end-stage liver disease score, age, body mass index, and serum hemoglobin. The final best model from cross-validation presented an area under the receiver operator characteristic curve (AUC) of 0.75, using a cut-point of 50% estimated probability, sensitivity and specificity were 0.46 and 0.90, respectively, with positive predictive value of 0.72 and negative predictive value of 0.74. These results were similar to the APACHE III only model (AUC = 0.74, sensitivity = 0.43, specificity = 0.89, positive predictive value = 0.69, negative predictive value = 0.73). Conclusion: The combination of initial serum lactate level, conjugated bilirubin, initial serum creatinine, model for end-stage liver disease score, age, body mass index, and serum hemoglobin did not yield meaningful improvement in the AUC and did not provide advantage over the APACHE III score for the prediction of in-hospital mortality in critically ill patients with cirrhosis and sepsis.
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

Mayo Clinic

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.
Gilteritinib as Post-Transplant Maintenance for AML With Internal Tandem Duplication Mutation of FLT3
Levis, Mark J. , Hamadani, Mehdi , Logan, Brent R. , Jones, Richard J. , Singh, Anurag K. , Litzow, Mark R. , Wingard, John R. , Papadopoulos, Esperanza B. , Perl, Alexander E. , Soiffer, Robert J. , Üstün, Celalettin , Uy, Geoffrey L. , Vasu, Sumithra, Solh, Melhem , Mishra, Asmita , Muffly, Lori , Mikesch, Jan‐Henrik , Onozawa, Masahiro , Thomson, Kirsty , Nagler, Arnon , Marcucci, Guido , Geller, Nancy L. , Hasabou, Nahla, Delgado, David, Rosales, Matt, Hill, Jason E. , Gill, Stanley C. , Nuthethi, Rishita, King, Denise , Wittsack, Heather, Mendizabal, Adam , Horowitz, Mary M. , Chen, Yi‐Bin , Investigators, on behalf of the BMT-CTN 1506/MORPHO Study, Agura, Ed, Altman, Jessica K. , Anagnostopoulos, Achiles, Aulitzky, Walter E. , Balderman, Sophia , Ballen, Karen K. , Béguin, Yves , Berkahn, Leanne, Bilmon, Ian , Briggs, Adrienne, Brunstein, Claudio G. , Byrne, Michael , Carrum, George, Černý, Jan , Ciceri, Fabio , Colorado, Mercedes , Cook, Rachel J. , Couriel, Daniel R. , Damon, Lloyd E. , Deol, Abhinav , Desbrosses, Yohan, Devine, Steve, Grazia, Carmela Di, Stasi, Antonio Di , Dias, Ajoy , Dorritie, Kathy, Essell, James , Eto, Tetsuya , Forcade, Édouard , Frankfurt, Olga, Fukuda, Takahiro , Fürst, Sabine , Goto, Tatsunori , Hall, Aric C. , Hatta, Shunsuke , Hicheri, Yosr , Horwitz, Mitchell E. , How, Jonathan, Howard, Dianna S. , Hsu, Wei‐Hsun , Huynh, Anne , Irvine, David, Ishikawa, Takayuki , Jamieson, Katarzyna , Wiktor-Jędrzejczak, W , Karakasis, Dimitrios, Kato, Jun , Kekre, Natasha , Khera, Nandita , Klein, A. , Kobbe, Guido , Kornblit, Brian, Lachance, Silvy , Levis, Mark J., Lin, Tung‐Liang , Litzow, Mark, Liu, Ta‐Chih, Martelli, Maurizio , Matsuoka, Ken‐ichi , McCarty, John M. , Mendez, Lourdes , Michelis, Fotios V. , Mikesch, Jan-Henrik, Mineishi, Shin , Moors, Ine , Motyckova, Gabriela, Mueller, Lutz Peter , Muffly, Lori, Nakamae, Hirohisa , Nathan, Sunita , Norkin, Maxim , Ogawa, Yoshiaki, Olesen, G., Onozawa, Masahiro, Paulson, Kristjan, Pemberton, Lucy, Perera, Travis, Perl, Alexander E., Piątkowska‐Jakubas, Beata, Protheroe, Rachel, Ross, Kelly , Santarone, Stella , Sawa, Masashi , Schaar, Dale , Scheid, Christoph, Schriber, Jeffrey, Seropian, Stuart , Shah, Nilay , Shah, Nirav N. , Gil, Jorge Sierra, Sobecks, Ronald , Sprague, Kellie , Spyridonidis, Alexandros , Stelljes, Matthias , Stiff, Patrick J. , Tandra, Anand, Tholouli, Eleni , Thomas, Xavier , Tomlinson, Benjamin , Ustun, Celalettin, Uy, Geoffrey L., Ferreiras, David Valcarcel, Wagner, Eva , Watson, Anne-Marie, Wolschke, Christine, Yamauchi, Takuji , Yeh, Su‐Peng , Logan, Brent , Litzow, Mark R. , Ueda Oshima, Masumi , Uy, Geoffrey , Waller, Edmund K , Solh, Melham M , Mishra, Asmita , Muffly, Lori , Kim, Hee-Je , Najima, Yuho , Onozawa, Masahiro , Nagler, Arnon , Wei, Andrew H , Geller, Nancy , Hill, Jason , Gill, Stanley C , King, Denise , Devine, Steven , Horowitz, Mary , Chen, Yi-Bin , Hamadani, Mehdi , Ueda, Masumi , Waller, Edmund K. , Wei, Andrew H. , Devine, Steven M. , Investigators, on behalf of the BMT-CTN 1506/MORPHO Study, Anagnostopoulos, Achiles, Anand, Sarah , Artz, Andrew , Becker, Michael W. , Berneman, Zwi Nisan , Bhatt, Vijaya Raj , Bonifazi, Francesca , Bruno, Benedetto , Byrne, Jenny , Cabrero, Mónica , Cairoli, Roberto , Cheong, June‐Won , Colorado, Mercedes , Craddock, Charles , Grazia, Carmela Di, Farag, Sherif Shafik , Fujiwara, Shin‐ichiro , Fukushima, Kentaro , Hou, Hsin‐An , Jethava, Yogesh S. , Jiménez, Antonio , Jung, Chul Won , Kanda, Junya , Klein, Andreas, Kota, Vamsi , Leber, Brian F. , Lee, Catherine J , Lee, Je‐Hwan , Levis, Mark J., Litzow, Mark, Martínez, Carmen , Mikesch, Jan-Henrik, Mohty, Mohamad , Mueller, Lutz, Muffly, Lori, Nakano, Nobuaki , Nicholson, Emma , Oluwole, Olalekan O. , Onozawa, Masahiro, Pantin, Jeremy , Perl, Alexander E., Poiré, Xavier , Rambaldi, Alessandro , Ritchie, David , Rubio, Marie‐Thérèse , Sanz, Jaime , Shore, Tsiporah B. , Socié, Gèrard , Stuart, Robert K. , Tanaka, Masatsugu , Tiribelli, Mario , Tsirigotis, Panagiotis D. , Tzachanis, Dimitrios , Uchida, Naoyuki , Ustun, Celalettin, Uy, Geoffrey L., Ferreiras, David Valcarcel, Weisdorf, Daniel J. , Wróbel, Tomasz , Yakoub‐Agha, Ibrahim , Yared, Jean A. , Yoon, Sung‐Soo , Yoshihara, Satoshi

Mayo Clinic

Journal of Clinical Oncology | March 12, 2024 | Volume: 42 | Issue: 15 | Pages: 1766-1775

10.1200/jco.23.02474 | PMID 38471061 Get It

PURPOSE Allogeneic hematopoietic cell transplantation (HCT) improves outcomes for patients with AML harboring an internal tandem duplication mutation of FLT3 ( FLT3-ITD) AML. These patients are routinely treated with a FLT3 inhibitor after HCT, but there is limited evidence to support this. Accordingly, we conducted a randomized trial of post-HCT maintenance with the FLT3 inhibitor gilteritinib (ClinicalTrials.gov identifier: NCT02997202 ) to determine if all such patients benefit or if detection of measurable residual disease (MRD) could identify those who might benefit. METHODS Adults with FLT3-ITD AML in first remission underwent HCT and were randomly assigned to placebo or 120 mg once daily gilteritinib for 24 months after HCT. The primary end point was relapse-free survival (RFS). Secondary end points included overall survival (OS) and the effect of MRD pre- and post-HCT on RFS and OS. RESULTS Three hundred fifty-six participants were randomly assigned post-HCT to receive gilteritinib or placebo. Although RFS was higher in the gilteritinib arm, the difference was not statistically significant (hazard ratio [HR], 0.679 [95% CI, 0.459 to 1.005]; two-sided P = .0518). However, 50.5% of participants had MRD detectable pre- or post-HCT, and, in a prespecified subgroup analysis, gilteritinib was beneficial in this population (HR, 0.515 [95% CI, 0.316 to 0.838]; P = .0065). Those without detectable MRD showed no benefit (HR, 1.213 [95% CI, 0.616 to 2.387]; P = .575). CONCLUSION Although the overall improvement in RFS was not statistically significant, RFS was higher for participants with detectable FLT3-ITD MRD pre- or post-HCT who received gilteritinib treatment. To our knowledge, these data are among the first to support the effectiveness of MRD-based post-HCT therapy.