Citations

Abstract Rural and low-socioeconomic status women face social determinants of health barriers leading to disproportionately low rates of breast cancer screening and markedly reduced participation in clinical trials. To address this gap, we developed the WeCARE (Women’s Engagement for Cancer Awareness, Resources, and Education) intervention using a community-engaged approach. This paper describes how Community Advisory Board feedback informed the development of Mayo Clinic Health System’s WeCARE intervention components. Their input was systematically analyzed using the Consolidated Framework for Implementation Research (CFIR 2.0) to identify determinants of acceptability, appropriateness, and feasibility and to guide actionable refinements to intervention content and delivery.

Abstract Background The ability of large language models (LLMs) to work collaboratively and screen studies in a systematic review (SR) is under-explored. Hence, we aimed to evaluate the effectiveness of LLMs in automating the process of screening in systematic reviews. Methods This is an observational study which included labeled data (title and abstracts) for five SRs. Originally, two reviewers screened the citations independently for eligibility. A third reviewer cross-checked each citation for quality assurance. GPT-4, Claude-3-Sonnet, and Gemini-Pro-1.0 were used using zero-shot chain-of-thought prompting. Collaborative approaches included (i): conflict resolution using benefit of the doubt, (ii) majority voting using an independent third LLM and (iii) conflict resolution using an informed third LLM. Performance was assessed using accuracy, precision for exclusion, and recall for inclusion. Work saved over samples (WSS) was computed to estimate the reduction in manual human effort. Results A total of 11300 articles were included in this study. The individual models, GPT-4, Claude-3-Sonnet, and Gemini-Pro-1.0 exhibited a high precision for exclusion, achieving 99.7%, 99.7%, and 99.2% and high recall for inclusion achieving 95.5%, 96.6% and 85.7%, respectively. However, the collaborative approach utilizing the two best-performing models (GPT-4 and Claude-3S) achieved an average precision of 99.9% and a recall of 98.5% (across all collaborative approaches). Furthermore, the proposed collaborative approach resulted in an average WSS of 63.5%, compared to the average WSS of 45.2% for individual models. Conversational LLM interactions showed a consistent pattern of results. Limitations This study was limited due to reliance on proprietary models, and evaluation on oncology datasets. Conclusion Evidence shows that collaborative LLMs enable efficient, high-performing screening in systematic reviews, supporting continuous evidence updates. Primary funding source NIH (U24CA265879-01-1) and Carolyn-Ann-Kennedy-Bacon Fund.

Abstract Introduction: Endocrine therapy (ET) is central to treating hormone receptor-positive breast cancer (BC), but its side effects impact adherence and quality of life, especially in patients with metabolic dysfunction. Sodium-glucose cotransporter-2 (SGLT-2) inhibitors offer cardiometabolic benefits, potentially improving inflammation, glycemic control, and physical well-being. However, data on SGLT-2 use in BC patients is scarce. This study is the first to evaluate the real-world effects of SGLT-2 inhibitors on all-cause mortality and ET tolerability in BC patients. Methodology: We conducted a real-world analysis using the TrinetX database, which includes data from 184 million patients in 156 healthcare organizations, to identify BC patients on ET (letrozole, anastrozole, exemestane, tamoxifen) who received SGLT-2 inhibitors vs. those who did not. Patients were grouped by age (≤50 and ≥51 years as a surrogate for menopausal status. Primary outcome: all-cause mortality from the start of the index event, defined as the first day meeting BC diagnosis and ET use, with or without SGLT-2. Secondary endpoint: ET tolerability. Propensity score matching completed by TriNetX adjusted for confounders. Multivariate analysis yielded odds ratios and risk differences with 95% CI. Results: Among 1,136 BC patients ≤50 years, 568 were assigned to each group (SGLT-2 vs non-SGLT-2). For patients ≥51 years (n=28,600), each group included 14,300. Demographics across cohorts were comparable. No mortality benefit was seen in premenopausal patients. In postmenopausal women, SGLT-2 use reduced all-cause mortality—647/13,676 events (SGLT-2) vs 953/13,517 (non-SGLT-2) [OR: 0.655 (0.591-0.726)]. In premenopausal patients, SGLT-2 reduced endometrial cancer risk [RD: -0.018 (-0.029, -0.007)] but increased diarrhea risk [OR: 2.305 (1.078, 4.930)]. No significant differences were found in hot flashes, PE, DVT, depression, osteoporosis, joint pain, fatigue, nausea/vomiting, abdominal pain, or dizziness. Among postmenopausal patients, SGLT-2 reduced PE [OR: 0.757 (0.605-0.948)] and osteoporosis [OR: 0.877 (0.784-0.981)], but increased risks of depression [OR: 1.153 (1.007-1.319)], nausea/vomiting [OR: 1.120 (1.001-1.253)], diarrhea [OR: 1.193 (1.058-1.345)], and dizziness [OR: 1.234 (1.103-1.380)]. No significant differences were found for hot flashes, DVT, EC, joint pain, fatigue, or abdominal pain. Conclusion: This analysis reveals novel evidence supporting the cardiometabolic potential of SGLT-2 inhibitors in hormone receptor-positive BC, particularly postmenopausal populations. These agents were linked to lower all-cause mortality and improved tolerance of specific ET-related effects. However, certain adverse risks require caution. Future prospective studies are essential to validate their role and safety in oncologic care. Citation Format: C. Jones, J. Michalek, E. Obomanu, Y. Arya, A. Syal, S. Haddad, V. Kaklamani, S. Shaikh. Evaluating all-cause mortality and endocrine therapy tolerability with sodium glucose cotransporter-2 inhibitors in hormone receptor-positive breast cancer: A real-world analysis [abstract]. In: Proceedings of the San Antonio Breast Cancer Symposium 2025; 2025 Dec 9-12; San Antonio, TX. Philadelphia (PA): AACR; Clin Cancer Res 2026;32(4 Suppl):Abstract nr PS1-05-28.

Abstract Introduction: Endocrine therapy (ET) improves survival in hormone receptor-positive breast cancer (BC) but has side effects that may affect compliance. GLP-1 receptor agonists (GLP-1 RA), used for diabetes and obesity, possess anti-inflammatory properties and may reduce cancer incidence. Their impact on all-cause mortality and ET tolerability remains underexplored. This real-world analysis is the first of its kind to examine the effects of GLP-1 RA on these outcomes. Methods: We used de-identified data across 130 million patients and 108 health systems from the TriNetX database to identify obese women (BMI ≥30) with BC receiving ET. Patients were grouped by GLP-1 RA exposure into age cohorts (≤50 and ≥51 years, as a surrogate for menopause). The primary endpoint was all-cause mortality; the secondary endpoint was ET tolerability. The index event was the first day meeting all criteria: BC and obesity diagnoses, and initiation of ET ± GLP-1 RA. Patients with outcomes before the study window were excluded. Propensity score matching performed by TriNetX adjusted for demographics, diabetes, comorbidities, cancer stage, and prior chemotherapy. Multivariate logistic regression assessed associations (risk ratios [RR], 95% CIs). Results: After matching, 2,574 patients were assigned to the age ≤50 group: Cohort A (GLP-1 RA exposure, n=1,287) and Cohort B (non-exposure, n=1,287). 13,012 patients were in the age ≥51 group: Cohort C (GLP-1 RA exposure, n=6,506) and Cohort D (non-exposure, n=6,506). In the ≤50 group, the mean age at index event was 42.3 ± 5.2, 99.5% female, 68.9% White, 16.9% Black, and a mean BMI of 37 in Cohort A, with similar demographics and BMI in Cohort B. In the ≥51 group, there was a mean age at index event of 61.8 ± 7.7, 99% female, 71.7% White, 17.4% Black, and a mean BMI of 37 in Cohort C with similar demographics and BMI in Cohort D. GLP-1 RA use significantly reduced all-cause mortality in all cohorts. In the age ≤50 group, there were 29/1,242 events in Cohort A and 71/1,258 in Cohort B [RR 0.414 (0.271-0.633)]. In the age ≥51 group, there were 240/6,287 events in Cohort C and 400/6,285 in Cohort D [RR 0.600 (0.513-0.701)]. GLP-1 RA use worsened ET side effects. In the age ≤50 group, GLP-1RA increased the risk of hot flashes [RR: 1.473 (1.235-1.756)], venous thromboembolism (VTE) [RR: 1.439 (1.090-1.902)], nausea/vomiting [RR: 1.460 (1.242-1.717)], abdominal pain [RR: 1.353 (1.184-1.545)], diarrhea [RR: 1.319 (1.096-1.589)], joint pain [RR: 1.382 (1.243-1.536)], and depression [RR:1.634 (1.382-1.932)]. No significant risk was found in endometrial cancer (EC) and osteoporosis. In the age ≥ 51 group, GLP-1 RA use increased hot flashes [RR: 0.1.239 (1.091-1.407)], [RR:0.591 (0.482-0.724)], nausea/vomiting [RR: 1.429 (1.324-1.542)], abdominal pain [RR: 1.310 (1.227—1.399)], diarrhea [RR: 1.446 (1.328-1.575)], joint pain [RR: 1.334 (1.270-1.400)], osteoporosis [RR: 1.110 (1.026-1.201)], and depression [RR: 1.536 (1.413-1.670)]. No significant differences were noted in VTE and EC risk. Conclusion: This real-world analysis demonstrates that GLP-1RA use is associated with a significant reduction in all-cause mortality among obese BC patients undergoing ET. However, GLP-1 RA exposure appears to exacerbate several ET-related adverse effects. Future prospective studies are needed to determine these associations as they may warrant clinical consideration. Citation Format: C. Jones, J. Michalek, E. Obomanu, Y. Arya, A. Syal, S. Haddad, V. Kaklamani, S. Shaikh. Real-world Analysis on the Impact of GLP-1 Receptor Agonists on All-cause Mortality and Endocrine Therapy-Tolerability in Obese Breast Cancer Patients [abstract]. In: Proceedings of the San Antonio Breast Cancer Symposium 2025; 2025 Dec 9-12; San Antonio, TX. Philadelphia (PA): AACR; Clin Cancer Res 2026;32(4 Suppl):Abstract nr PD8-06.

ImportanceYoung women with breast cancer who have germline pathogenic variants in BRCA1 or BRCA2 face unique challenges regarding fertility. Previous studies demonstrating the feasibility and safety of pregnancy in breast cancer survivors included limited data regarding BRCA carriers.ObjectiveTo investigate cumulative incidence of pregnancy and disease-free survival in young women who are BRCA carriers.Design, Setting, and ParticipantsInternational, multicenter, hospital-based, retrospective cohort study conducted at 78 participating centers worldwide. The study included female participants diagnosed with invasive breast cancer at age 40 years or younger between January 2000 and December 2020 carrying germline pathogenic variants in BRCA1 and/or BRCA2. Last delivery was October 7, 2022; last follow-up was February 20, 2023.ExposurePregnancy after breast cancer.Main Outcomes and MeasuresPrimary end points were cumulative incidence of pregnancy after breast cancer and disease-free survival. Secondary end points were breast cancer–specific survival, overall survival, pregnancy, and fetal and obstetric outcomes.ResultsOf 4732 BRCA carriers included, 659 had at least 1 pregnancy after breast cancer and 4073 did not. Median age at diagnosis in the overall cohort was 35 years (IQR, 31-38 years). Cumulative incidence of pregnancy at 10 years was 22% (95% CI, 21%-24%), with a median time from breast cancer diagnosis to conception of 3.5 years (IQR, 2.2-5.3 years). Among the 659 patients who had a pregnancy, 45 (6.9%) and 63 (9.7%) had an induced abortion or a miscarriage, respectively. Of the 517 patients (79.7%) with a completed pregnancy, 406 (91.0%) delivered at term (≥37 weeks) and 54 (10.4%) had twins. Among the 470 infants born with known information on pregnancy complications, 4 (0.9%) had documented congenital anomalies. Median follow-up was 7.8 years (IQR, 4.5-12.6 years). No significant difference in disease-free survival was observed between patients with or without a pregnancy after breast cancer (adjusted hazard ratio, 0.99; 95% CI, 0.81-1.20). Patients who had a pregnancy had significantly better breast cancer–specific survival and overall survival.Conclusions and RelevanceIn this global study, 1 in 5 young BRCA carriers conceived within 10 years after breast cancer diagnosis. Pregnancy following breast cancer in BRCA carriers was not associated with decreased disease-free survival.Trial RegistrationClinicalTrials.gov Identifier: NCT03673306

Abstract Purpose: To determine if the degree of estrogen suppression with aromatase inhibitors (AI: anastrozole, exemestane, letrozole) is associated with efficacy in early-stage breast cancer, and to examine for differences in the mechanism of action between the three AIs. Experimental Design: Matched case–control studies [247 matched sets from MA.27 (anastrozole vs. exemestane) and PreFace (letrozole) trials] were undertaken to assess whether estrone (E1) or estradiol (E2) concentrations after 6 months of adjuvant therapy were associated with risk of an early breast cancer event (EBCE). Preclinical laboratory studies included luciferase activity, cell proliferation, radio-labeled ligand estrogen receptor binding, surface plasmon resonance ligand receptor binding, and nuclear magnetic resonance assays. Results: Women with E1 ≥1.3 pg/mL and E2 ≥0.5 pg/mL after 6 months of AI treatment had a 2.2-fold increase in risk (P = 0.0005) of an EBCE, and in the anastrozole subgroup, the increase in risk of an EBCE was 3.0-fold (P = 0.001). Preclinical laboratory studies examined mechanisms of action in addition to aromatase inhibition and showed that only anastrozole could directly bind to estrogen receptor α (ERα), activate estrogen response element-dependent transcription, and stimulate growth of an aromatase-deficient CYP19A1−/− T47D breast cancer cell line. Conclusions: This matched case–control clinical study revealed that levels of estrone and estradiol above identified thresholds after 6 months of adjuvant anastrozole treatment were associated with increased risk of an EBCE. Preclinical laboratory studies revealed that anastrozole, but not exemestane or letrozole, is a ligand for ERα. These findings represent potential steps towards individualized anastrozole therapy.

Abstract Purpose: Hyperactivation of AKT is common and associated with endocrine resistance in estrogen receptor–positive (ER+) breast cancer. The allosteric pan-AKT inhibitor MK-2206 induced apoptosis in PIK3CA-mutant ER+ breast cancer under estrogen-deprived condition in preclinical studies. This neoadjuvant phase II trial was therefore conducted to test the hypothesis that adding MK-2206 to anastrozole induces pathologic complete response (pCR) in PIK3CA mutant ER+ breast cancer. Experimental Design: Potential eligible patients with clinical stage II/III ER+/HER2− breast cancer were preregistered and received anastrozole (goserelin if premenopausal) for 28 days in cycle 0 pending tumor PIK3CA sequencing. Patients positive for PIK3CA mutation in the tumor were eligible to start MK-2206 (150 mg orally weekly, with prophylactic prednisone) on cycle 1 day 2 (C1D2) and to receive a maximum of four 28-day cycles of combination therapy before surgery. Serial biopsies were collected at preregistration, C1D1 and C1D17. Results: Fifty-one patients preregistered and 16 of 22 with PIK3CA-mutant tumors received study drug. Three patients went off study due to C1D17 Ki67 >10% (n = 2) and toxicity (n = 1). Thirteen patients completed neoadjuvant therapy followed by surgery. No pCRs were observed. Rash was common. MK-2206 did not further suppress cell proliferation and did not induce apoptosis on C1D17 biopsies. Although AKT phosphorylation was reduced, PRAS40 phosphorylation at C1D17 after MK-2206 persisted. One patient acquired an ESR1 mutation at surgery. Conclusions: MK-2206 is unlikely to add to the efficacy of anastrozole alone in PIK3CA-mutant ER+ breast cancer and should not be studied further in the target patient population. Clin Cancer Res; 23(22); 6823–32. ©2017 AACR.