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445 citation(s) found for "Goetz, MP".

A pilot study on AI-based voice analysis for monitoring patients hospitalized with acute decompensated heart failure
Riehle, Leonhard , Fouad, Mariam , Hott, Marcus, Heil, Emanuel , Lee, Chong Bin, Schoenrath, F., Vungarala, Soumya , Johnson, Bruce, Olson, L. J., Goetz, A, Hindricks, Gerhard, Hohendanner, Felix , Schoenrath, Felix , Olson, Lyle, Barata, Filipe , Cummins, Nicholas , Hindricks, Gerhard , Hohendanner, Felix , Hott, Marcus, Lee, Chong Bin , Goetz, Aurèle

Mayo Clinic

European Heart Journal - Digital Health | March 27, 2026 | Volume: 7 | Issue: 6 | Pages: No page available

10.1093/ehjdh/ztag052 | PMID 42396380 Get It

Abstract Aims Monitoring pulmonary congestion in chronic heart failure (HF) reduces decompensation and hospitalization, but conventional methods such as weight and symptom tracking are often unreliable. As fluid accumulation affects the lungs and vocal tract, subtle voice alterations may serve as a non-invasive signal for early detection of worsening HF. Methods and results The Voice Analysis for Monitoring Patients with HF trial (VAMP-HF, NCT06566911) prospectively enrolled 104 patients hospitalized with acute decompensated HF (ADHF) across two academic centres in the USA and Germany. Daily voice recordings were collected from admission to discharge, with breathing features extracted from speech and acoustic features from sustained vowels. A machine-learning model was trained to classify recordings as admission-phase vs. discharge-phase using leave-one-patient-out. Patients with clinical deterioration, insufficient audio quality, or short length of stay were excluded. Seventy-nine patients were included in the final dataset. The model classified admission and discharge with an F1-score of 0.83 (95% CI: 0.77–0.90; AUC = 0.90). In patients with higher audio volume (N = 54), performance reached 0.89 (95% CI: 0.82–0.94; AUC = 0.91). When applied to intermediate hospitalization days, model-predicted scores showed progressive increases from admission towards discharge. Performance remained robust irrespective of significant weight loss during hospitalization. Conclusion In this pilot study, structured voice and breathing analysis discriminated hospitalization phase from admission through discharge in patients with ADHF. This non-invasive approach captured progressive changes during the hospital course and warrants further investigation with concurrent objective congestion markers to establish physiological specificity.
Abstract PS3-07-28: Prognostic performance of Breast Cancer Index in patients with early-stage HR+ HER2+ breast cancer (BC) treated with adjuvant trastuzumab: NCCTG N9831 (Alliance)
Chumsri, S., Liu, E, Edwards, Kelly K., Wen, Y., Zhang, Y. K., Anderson, A. K., Partridge, A. H., Carey, L. A., Ballman, K., Perez, E., Treuner, Kai , Goetz, M. P., Thompson, E., Chumsri, S., Liu, E., Partridge, Ann H. , Goetz, M. P., Thompson, E. Aubrey

Mayo Clinic

Clinical Cancer Research | February 20, 2026 | Volume: 32 | Issue: 4_Supplement | Pages: PS3-07-28-PS3-07-28

10.1158/1557-3265.sabcs25-ps3-07-28 Get It

Abstract Background: The Breast Cancer Index (BCI) is clinically validated to stratify patients with hormone receptor-positive (HR+), early-stage BC based on the risk of overall (0-10 years [y]) and late (5-10 y) distant recurrence (DR) with N0/N1 lymph node involvement. Validation of BCI in patients with HR+ HER2+ BC has been limited, especially in patients treated with adjuvant trastuzumab-based chemotherapy. The HOXB13 and IL17BR genes constitute the predictive component of BCI and are known to exhibit an ER-dependent correlation pattern with HER2. We evaluated the prognostic performance of BCI in patients with HR+ HER2+ disease enrolled in the NCCTG N9831 (Alliance) trial treated with the combination of chemotherapy and trastuzumab. Methods: All available tumor specimens from patients with HR+ HER2+ N0/N1 BC in arms B (sequential trastuzumab) and C (concurrent trastuzumab) of the trial were included. BCI testing was performed blinded to clinical outcomes. The primary endpoint was distant recurrence-free interval (DRFI). BCI (N0) and BCIN+ (N1) risk groups were calculated based on prespecified cut points. Kaplan-Meier analysis and log-rank testing were used to assess the prognostic significance of BCI/BCIN+ risk groups based on DR. Cox proportional hazard models with and without clinical covariates were used to estimate hazard ratios (HRs), and the associated 95% confidence intervals (CIs). Results: A total of 454 HR+ patients (234 arm B, 220 arm C), including 69 N0 and 385 N1 patients, were analyzed (median age was 47 y, 85% N1, 55% T2, 63% G3). BCIN+ scores were available for 378 of the 385 N1 patients due to missing tumor grade for 7 patients. The median follow-up was 12.7 years. In the overall cohort, BCI/BCIN+ stratified 51 (11%), 24 (5%) and 372 (83%) patients as low-, intermediate- and high-risk with 10-y DRFI rates of 96% (95% CI: 84-99%), 100% (100-100%) and 89% (86-92%), respectively. Since the low and intermediate risk groups had few patients and a similar risk of 10-y DRFI, they are combined into a single low-risk group hereafter. Thus, for overall 10-y DR, 75 (17%) and 372 (83%) of patients were classified by BCI/BCIN+ as low and high risk with 10-y DRFI rates of 97% (95% CI: 89-99%) and 89% (95% CI: 86-92%), respectively (HR=4.50, 95% CI: 1.09-18.61; p = 0.038). BCI/BCIN+ remained statistically significant in the multivariable analysis, adjusting for age, treatment, and nodal status (HR=7.54, 95% CI: 1.34-42.64; p = 0.022). For 69 N0 patients, BCI stratified 54 (78%) and 15 (22%) patients as low and high risk with 10-y DRFI rates of 100% (95% CI, 100-100%) and 77% (95% CI, 44-92%), respectively (p = 0.012). For 378 N1 patients, BCIN+ stratified 21 (6%) and 357 (94%) of patients as low and high risk with 10-y DRFI of 90% (95% CI, 66-97%) and 90% (95% CI, 86-93%), respectively (p = 0.07). Of the 21 patients classified as BCIN+ low-risk, two had BCIN+ scores of 6.75 and 6.73 in close proximity to the cut point (6.93) and experienced DR after 5 years, resulting in the same 10-y DRFI for both BCIN+ low- and high-risk patients. Conclusions: BCI is significantly prognostic for the risk of overall DR (0-10 y) in patients with HR+ HER2+ disease treated with adjuvant trastuzumab-based chemotherapy. Optimization of BCI cut points may further improve prognostic performance in HR+ HER2+. Additional validation in other HR+ HER2+ cohorts treated in the modern setting with anti-HER2-based therapy is warranted, given the small sample size of N0 patients and relatively low DR rate in the late recurrence cohort. In summary, these results provide further evidence of BCI’s utility to support clinical decision-making for adjuvant endocrine therapies for HR+ HER2+ BC. Support: U10CA180821, U10CA180882, U24CA196171, Genentech; Clinicaltrials.gov Id: NCT00005970; https://acknowledgments.alliancefound.org. Citation Format: S. Chumsri, E. Liu, K. Edwards, Y. Wen, Y. Zhang, A. K. Anderson, A. H. Partridge, L. Carey, K. Ballman, E. Perez, K. Treuner, M. Goetz, E. Thompson. Prognostic performance of Breast Cancer Index in patients with early-stage HR+ HER2+ breast cancer (BC) treated with adjuvant trastuzumab: NCCTG N9831 (Alliance) [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 PS3-08-08.
Abstract PS3-07-22: Correlation between MRI background parenchymal enhancement and serum estradiol in premenopausal patients on neoadjuvant endocrine therapy for breast cancer
Choi, S., Onishi, N., Mukhtar, R. M., Goetz, M. P., Huppert, L., Elias, A., Olopade, O. I., Group, I-SPY2 Imaging Working, Network, I-SPY2 Investigator, Esserman, L. J., Chien, J., Hylton, N., Onishi, N., Metanat, Pouya , Mukhtar, R., Giridhar, Karthik V. , Goetz, M. P., Huppert, L. A., Elias, A., Olopade, O. I., Network, I-SPY 2 Investigator, Esserman, L. J., Chien, J., Hylton, N. M.

Mayo Clinic

Clinical Cancer Research | February 20, 2026 | Volume: 32 | Issue: 4_Supplement | Pages: PS3-07-22-PS3-07-22

10.1158/1557-3265.sabcs25-ps3-07-22 Get It

Abstract Purpose Background parenchymal enhancement (BPE), the contrast enhancement of normal fibroglandular tissue on dynamic contrast-enhanced breast MRI, is hormonally dependent and fluctuates with the menstrual cycle, lactation, and pregnancy. In patients with breast cancer, both endocrine therapy and chemotherapy can decrease BPE levels during treatment. Notably, a lack of BPE suppression was associated with inferior response after neoadjuvant chemotherapy in hormone receptor-positive (HR+) cancer. In HR+ breast cancer, BPE may be particularly relevant as estrogen fuels the tumor’s growth. However, there is limited clinical research directly comparing BPE and serum estradiol levels. This study aimed to investigate 1) the correlation between BPE and serum estradiol levels in treatment-naïve premenopausal patients with HR+ breast cancer and 2) the association between BPE suppression and serum estradiol suppression during neoadjuvant endocrine therapy (NET). Methods We retrospectively reviewed data from premenopausal patients enrolled in the Endocrine Optimization Pilot (EOP), a sub-study of the I-SPY 2 TRIAL, which tests new endocrine strategies in patients with stage 2/3, MammaPrint (MP) low-risk (index 0 to 1), HR+/HER2-negative (HER2-) breast cancer. Patients with MP High1 (index -0.57 to 0) tumors were eligible if clinically node negative. This study included 58 EOP patients who had both serial serum estradiol levels (drawn monthly) and BPE data available. These patients started ovarian function suppression (OFS) at various times based on their assigned treatment regimen: before NET start, n=28; at cycle 1, n=16; at cycle 2, n=14. The average estradiol levels over six months on NET were categorized into two groups: suppressed to the postmenopausal range (<10 pg/mL) or non-suppressed (≥10 pg/mL). MRI scans at baseline (before NET) and pre-surgery (after six months of NET) were analyzed. BPE was calculated on the contralateral breast as the mean early (∼150s post-contrast injection) percent enhancement of the central 50% of the axial slices. The Spearman’s correlation coefficient and the Wilcoxon rank-sum test were used to examine the relationship between BPE and estradiol. Results Treatment-naïve estradiol levels were available for 25 of the 58 patients, with the median [1st, 3rd quartile] of 82.7 [32.4, 250] pg/mL. A positive correlation was observed between treatment-naïve estradiol and baseline BPE, with a correlation coefficient of ρ = 0.74 (p < 10-5). There was no significant difference in the treatment-naïve estradiol levels between patients who later showed estradiol suppression to the menopausal range during NET (n=14 [56 %]) and those who did not (n=11 [44 %]) (81.3 pg/mL versus 86.5 pg/mL, respectively (p=0.39)). During NET, estradiol levels were suppressed to the postmenopausal range in 26 of the 58 patients (45%). Estradiol suppression was significantly associated with greater reduction in post-treatment BPE: -42.7% [-54.3, -21.8] BPE reduction for the suppressed estradiol group versus -15.0% [-40.6, 6.85] for the non-suppressed estradiol group (p=0.002). Conclusion This study demonstrates the estrogen dependency of BPE in premenopausal patients with HR+/HER2- breast cancer. Baseline estradiol levels positively correlated with baseline BPE, and the suppression of on-treatment estradiol was associated with greater BPE suppression following NET. Our findings further support exploration of the use of BPE as a reflection of estradiol level under NET and OFS in addition to other MRI biomarkers such as functional tumor volume. These complementary imaging biomarkers could independently reflect both non-malignant and tumor-specific biological processes to improve predicted performance. Citation Format: S. Choi, N. Onishi, P. Metanat, R. Mukhtar, K. Giridhar, M. P. Goetz, L. Huppert, A. Elias, O. Olopade, I-SPY2 Imaging Working Group, I-SPY2 Investigator Network, L. Esserman, J. Chien, N. Hylton. Correlation between MRI background parenchymal enhancement and serum estradiol in premenopausal patients on neoadjuvant endocrine therapy for breast cancer [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 PS3-07-22.
Abstract PS3-07-10: Low dose (Z)-endoxifen in the I-SPY2 Endocrine Optimization Pilot
Giridhar, K. V., Goetz, M. P., Yau, C., Wallace, A. M., Boughey, J., Arora, M., Stringer-Reasor, E., Nangia, C., Gallagher, C., Elias, A., Trivedi, M. S., Omene, Coral , Veer, L. van 't, Swigart, L. Brown, Hirst, G. L., Symmans, W. F., Borowsky, A. D., Hylton, N., Vakalvas, C., Wei, M., Reid, J. M., Alhafaji, S., Chen, N., Mukhtar, R. M., Huppert, L., Opopade, O., Esserman, L. J., Chein, Aung, Giridhar, K. V., Goetz, M. P., Yau, C., Wallace, A.M., Falkson, Carla I. , Boughey, J. C., Stringer-Reasor, Erica , Nangia, C., Elias, A., Zimmer, Alexandra S. , Trivedi, M. S., Veer, L. J. van 't, Swigart, Lamorna Brown , Hirst, G. L., Symmans, W. Fraser , Borowsky, A. D., Onishi, Natsuko , Hylton, N. M., Wei, M., Reid, J. M., Alkhafaji, Silver , Chen, N., Mukhtar, R., Huppert, L. A., Esserman, L. J.

Mayo Clinic

Clinical Cancer Research | February 20, 2026 | Volume: 32 | Issue: 4_Supplement | Pages: PS3-07-10-PS3-07-10

10.1158/1557-3265.sabcs25-ps3-07-10 Get It

Abstract Background: (Z)-endoxifen (ENDX) is an oral SERM that dually targets ERα (> 5 ng/ml) and PKCβ1 (>500 ng/ml). It has been tested in the endocrine resistant setting at doses of 20-360 mg/day; however, the optimal dose in an endocrine naïve population is not defined. We explored 10 mg/day dose of neoadjuvant ENDX in the Endocrine Optimization Pilot (EOP) of I-SPY2. Methods: EOP eligibility included pts with Stage II/III HR+ HER2- breast cancer, MammaPrint (MP) low. Pts with MP High1 scores were eligible if clinically node-negative. Pts received ENDX 10 mg orally once daily for 6 cycles (each cycle = 28 days). Premenopausal pts started ovarian function suppression on cycle 2, day 1. ENDX was continued until the day prior to surgery. The primary study endpoint was feasibility, defined as >75% of pts completing >75% of ENDX. Baseline (T0), 3-wk (T1) biopsies, and the surgical specimen (T3) were assessed centrally for Ki-67. Rates of modified preoperative endocrine prognostic index (mPEPI) 0 were reported, defined as pT1-2 pN0, Ki67< 2.7%, or pathologic complete response. A genomic index for sensitivity to endocrine therapy (SET) index was done at T0. Breast MRI measurement of functional tumor volume (FTV) was performed at T0, T1, 12 weeks (T2), and pre-operatively (T3). Blood was collected for tumor informed ctDNA at T0, T1, T2, T3 and for pharmacokinetic (PK) steady state concentrations (Css) at T1. Safety data using CTCAE V5 is reported. Results: Between March 2023 and May 2024, 20 pts were enrolled in this arm. The median age was 52.5 years (range 32 -73), 13 (65%) were premenopausal, and 55% had clinically positive lymph nodes. Tumors were MPHigh1 in 3 pts (15%) and SET2,3 index high in 16 pts (80%). The primary endpoint was met with 95% of study participants completing ≥75% of therapy. The T0 median Ki-67 was 10.5% (range 2-60%). At T1 (n=19) and T3 (n=18), median Ki-67 was 5% (range 0-35%) and 5% (range 0-45%), respectively. The 3-week rate of Ki-67 ≤10% at T1 was 61.5% in premenopausal and 71.4% in postmenopausal women. The rate of Ki-67 ≤10% at surgery was 81.8% in premenopausal and 57.1% in postmenopausal women. An mPEPI score of 0 was observed in 1 (5%) of participants. The median T0 FTV was 8.9 ccs (range 0.9 to 251.1). The median T3 FTV was 1.3 ccs (range 0 to 11.2) and the median change in FTV from T0 to T3 was -72.0% (range -88.5% to -61.6%). ctDNA analysis was performed in 17 pts longitudinally across 64 blood samples.10 pts had positive ctDNA at T0, with 7 converting to ctDNA undetectable during treatment with ENDX. 1/7 pts who was ctDNA negative at T0 became positive at T1 and then reverted to undetectable ctDNA. The other 6 pts remained ctDNA negative at all timepoints. The median ENDX T1 Css was 79.3 ng/mL (range 73.6 - 906.4 ng /mL). The most common side effects reported were Grade 1 hot flush (70%), nausea (40%), fatigue (40%), and insomnia (35%). Grade 2 side effects included fatigue (15%) and night sweats (5%). No dose reductions or discontinuations due to toxicity occurred. Conclusions: ENDX at 10 mg was well tolerated and demonstrated reductions in Ki-67, MRI FTV, and ctDNA. The ISPY2 EOP is currently enrolling patients to ENDX 40 mg/day (intended to dually target ERα and PKCβ1) in combination with abemaciclib (with and without OFS). Citation Format: K. V. Giridhar, M. P. Goetz, C. Yau, A. M. Wallace, C. Falkson, J. Boughey, M. Arora, E. Stringer-Reasor, C. Nangia, C. Gallagher, A. Elias, A. Zimmer, M. S. Trivedi, C. Omene, L. van 't Veer, L. Brown Swigart, G. L. Hirst, W. Symmans, A. D. Borowsky, N. Onishi, N. Hylton, C. Vakalvas, M. Wei, J. M. Reid, S. Alhafaji, N. Chen, R. M. Mukhtar, L. Huppert, O. Opopade, L. J. Esserman, A. Chein. Low dose (Z)-endoxifen in the I-SPY2 Endocrine Optimization Pilot [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 PS3-07-10.
Abstract PS2-08-25: Endocrine Sensitivity and Predicted Benefit of Extended Endocrine Therapy based on Breast Cancer Index (BCI) in BRCA1, BRCA2 and CHEK2 Pathogenic Variant Carriers with ER+/HER2- Breast Cancer
Yadav, S., O'Neal, B., Yasir, Saba , Siuliukina, N., Karki, Arya, Zhang, Y. K., Anderson, A. K., Treuner, Kai , Goetz, M. P., Couch, F. J., Yadav, S., O'Neal, Brandon, Siuliukina, Natalia, Karki, A., Goetz, M. P., Couch, F.J.

Mayo Clinic

Clinical Cancer Research | February 20, 2026 | Volume: 32 | Issue: 4_Supplement | Pages: PS2-08-25-PS2-08-25

10.1158/1557-3265.sabcs25-ps2-08-25 Get It

Abstract Introduction: Patients with ER+/HER2- breast cancer associated with germline pathogenic variants (PVs) in BRCA1, BRCA2 and CHEK2 exhibit distinct clinicopathological features compared to sporadic cases. However, the optimal endocrine therapy strategies for these patients remain undefined. The Breast Cancer Index (BCI) is a validated gene expression-based signature that stratifies patients based on the risk of overall (0-10 years) and late (post-5 years) distant recurrence and predicts the likelihood of benefit from extended endocrine therapy (EET) in early-stage, HR+ breast cancer. Here we utilize BCI to investigate endocrine sensitivity and the predicted EET benefit in a cohort of ER+/HER2- breast cancer patients with BRCA1, BRCA2 and CHEK2 PVs. Methods: BRCA1, BRCA2 and CHEK2 PV carriers with ER+/HER2- breast cancer diagnosed at Mayo Clinic between 1996 and 2024 at Mayo Clinic were identified from a registry tracking germline test result. For comparison, we utilized the BCI Registry, a prospective, multi-institutional tumor registry of patients with early-stage ER+/HER2- breast cancer undergoing BCI testing, regardless of germline PV status. The analysis was restricted to women with invasive, early-stage locoregional breast cancer and available pre-treatment tumor specimens. BCI testing was performed by RT-PCR blinded to clinical outcome. BCI prognostic and BCI predictive categories were compared between the Mayo Clinic germline PV cohort and the BCI Registry using descriptive statistics and Fisher’s exact test. Results: The final analysis included 123 PVcarriers (BRCA1: 36; BRCA2: 40; CHEK2: 47) from the MayoClinic cohort and 2,563 women from the BCI Registry. The proportion of patientsdiagnosed before age 50 was higher among PV carriers—52.8% in BRCA1,50.0% in BRCA2, and 21.3% in CHEK2—compared to 7.0% in the BCIRegistry. PV carriers were also more likely to be premenopausal andnode-positive at diagnosis. Based on BCI score, a significant higher proportionof BRCA1 (75.0%, p=0.002) andBRCA2 (70.0%, p=0.01) PV carriers wereclassified as high risk, compared to 48.5% of patients in the BCI Registry, butno significant difference was seen for CHEK2 PV carriers (46.8%,p=0.88). A significantly higher proportion of BRCA1 PV carriers werepredicted to benefit from EET compared to the BCI Registry cohort (77.8% vs.33.9%, p<0.001), whereas no significant differences in BCI Predictivecategories were observed for BRCA2 or CHEK2 PV carriers. Overall,compared to breast cancer cases in the BCI registry, a significant differencein the distribution of the combined BCI prognostic and predictive categorieswas noted for BRCA1 (p<0.001)and BRCA2 (p=0.02) PV carriers,but not for CHEK2 PV carriers (p=0.66). In particular, BRCA1 andBRCA2 PV carriers were enriched for high-risk tumors with a high likelihoodof EET benefit (66.7% and 37.5%, respectively vs 25.1%, p<0.001 and p=0.02),whereas only a small non-significant increase was observed for CHEK2 PVcarriers (29.8% vs 25.1%, p=0.66) compared to breast cancer cases in the BCIRegistry. Conclusions: Genomicclassification by BCI reveals distinct patterns of endocrine sensitivity andpredicted EET benefit among germline PV carriers, particularly in BRCA1and BRCA2 PV carriers. These findings warrant further investigation andmay inform personalized endocrine therapy strategies for women with germlinePV-associated ER+/HER2- breast cancer. Citation Format: S. Yadav, B. O'Neal, S. Yasir, N. Siuliukina, A. Karki, Y. Zhang, A. K. Anderson, K. Treuner, M. P. Goetz, F. J. Couch. Endocrine Sensitivity and Predicted Benefit of Extended Endocrine Therapy based on Breast Cancer Index (BCI) in BRCA1, BRCA2 and CHEK2 Pathogenic Variant Carriers with ER+/HER2- Breast Cancer [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 PS2-08-25.
Collaborative large language models (LLMs) are all you need for screening in systematic reviews
Parmar, Mihir, Naqvi, Syed Arsalan Ahmed , Warraich, Kainat , Saeidi, Amir, Rawal, Samarth, Faisal, Kunwer Sufyan , Kazmi, Syeda Zainab , Fatima, Maurish , He, Huan, Safdar, Mohammad, Liu, Wei, Haddad, Tufia C., Wang, Zhen , Murad, Mohammad Hassan, Baral, Chitta, Haddad, Tufia, Riaz, Irbaz Bin , Saeidi, Amir, Haddad, Tufia C.

Mayo Clinic

No container title available | February 18, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.02.07.26345640 | PMID 41757212 Get It

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 PS5-01-16: Phase II Trial of the FASN Inhibitor, Denifanstat (TVB-2640), Plus Trastuzumab in Combination with Paclitaxel or Endocrine Therapy (ET) in Patients with HER2+ Metastatic Breast Cancer (MBC) Resistant to Trastuzumab
Haddad, T. C., Suman, V. J., Roa, R. R., Ernst, B. J., Lupu, Ruth , Steen, Travis Vander, Solanki, M. H., Keeney, Matthew E., Northfelt, D. W., Anderson, K. S., Hobday, T. J., Chumsri, S., Hoppenworth, J. E., Carroll, J. L., Giridhar, K. V., O’Sullivan, C. C., Leon-Ferre, R. A., Goetz, M. P., Haddad, T. C., Northfelt, Donald W. , Hobday, Timothy J. , Hoppenworth, Jenna, Giridhar, K. V., O’Sullivan, C. C., Leon‐Ferre, Roberto A.

Mayo Clinic

Clinical Cancer Research | February 17, 2026 | Volume: 32 | Issue: 4_Supplement | Pages: PS5-01-16-PS5-01-16

10.1158/1557-3265.sabcs25-ps5-01-16 Get It

Abstract Background: Fatty Acid Synthase (FASN) is a key lipogenic enzyme co-regulated with HER2 and highly expressed in ER+ and HER2+ BC. Its targeting downregulates HER2 expression. Our preclinical studies revealed that FASN inhibition can sensitize or restore sensitivity to trastuzumab, paclitaxel and ET in HER2+ BC models. Denifanstat (deni, formerly TVB-2640) is a novel FASN inhibitor that demonstrated promising clinical activity and safety in a prior phase I trial as either monotherapy or in combination with paclitaxel. The primary objective of this study was to evaluate the objective tumor response rate (ORR) of deni plus trastuzumab (H) in combination with paclitaxel (T) or ET. Methods: Two independent, phase II clinical trials were initiated to assess the efficacy and safety of deni plus H in combination with T (Cohort A) or ET (Cohort B). Key inclusion criteria included HER2+ MBC resistant to HER2-directed therapy, measurable disease, unlimited ET, ≤6 prior chemotherapy or antibody drug conjugate regimens, and confirmation of HER2+ MBC on a pre-registration biopsy. Deni was administered 100 mg/m2 orally once daily. HP or H plus ET (fulvestrant or aromatase inhibitor) was administered at standard dose and schedule. Blood was collected on Cycle 1 Day 1 (C1D1), C1D8 and C2D1 for serum FASN analysis. An additional MBC tumor biopsy was collected on C2D1 for correlative studies. A 2-stage Simon design with a safety-run in was used to test the null hypothesis that the true ORR is at most 5% against the alternative it is at least 20%. With a sample size of 32 patients (pts) per cohort, if ≥4 responses are seen, this design has a 90% chance of rejecting the true ORR is <5% when the true ORR is ≥20% at a 0.10 level of significance. The decision to close both trials to enrollment early was multifactorial. Results: From August 2017 - February 2024, 33 pts with HER2+ MBC pre-registered, among which 17 were eligible and 16 were evaluable (15 pts in Cohort A and 1 pt in Cohort B). The most common reason for ineligibility was HER2-negative status on central review of the pre-registration biopsy. Median age was 57 years (range 35-80). All pts were non-Hispanic and 13 (81.3%) were White. Median prior lines of therapy was 5 (range 0 - 11). In Cohort A, there were 5 partial responses; thus, the primary endpoint was met with the ORR estimated to be 33.3% (90% CI: 14.2-57.7%). The median PFS time was 7.0 months (95 %CI: 3.7 - 11.3), and median OS was 25.7 months (95%CI: 10.2 - NE). No dose limiting toxicities were observed during the C1 safety run-in (6 pts). In Cohort A, 7 (46.7%) developed a grade 3 or 4 adverse event (AE) attributed to combination therapy. Grade ≥2 AEs regardless of attribution occurring in ≥20% of all pts included anemia, fatigue, neutropenia, palmar plantar erythrodysesthesia (PPE), and peripheral neuropathy. Treatment was discontinued due to progression (12; 80%) or AE (3; 20% - pneumonitis; neuropathy; PPE). In Cohort B, the pt maintained stable disease through 8 cycles with grade 3 ALT increase, and she remained alive 31.2 months post-registration. Median C1D1 FASN level was 32.7 ng/mL (IQR: 18.7 - 49.6 ng/mL). There was minimal association between C1D8 and C2D1 FASN levels and time to disease progression (C1D8 n=9, Spearman rank correlation coefficient (r s) = 0.040; C2D1 n=13, r s = -0.019). Analyses of changes in MBC tumor expression of FASN, phospho-AKT, and phospho-S6 are in progress. Conclusion: Deni combined with HP provided clinical antitumor activity in pts with HER2+ MBC resistant to trastuzumab. Expected paclitaxel-associated AEs were observed. Nearly half of pts experienced a grade 3 or 4 AE attributed to the combination therapy, and 20% stopped treatment due to AE. Further study of deni, H plus ET is necessary to draw safety and efficacy conclusions. Citation Format: T. C. Haddad, V. J. Suman, R. R. Roa, B. J. Ernst, R. Lupu, T. Vander Steen, M. H. Solanki, M. Keeney, D. W. Northfelt, K. S. Anderson, T. J. Hobday, S. Chumsri, J. E. Hoppenworth, J. L. Carroll, K. V. Giridhar, C. C. O’Sullivan, R. A. Leon-Ferre, M. P. Goetz. Phase II Trial of the FASN Inhibitor, Denifanstat (TVB-2640), Plus Trastuzumab in Combination with Paclitaxel or Endocrine Therapy (ET) in Patients with HER2+ Metastatic Breast Cancer (MBC) Resistant to Trastuzumab [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 PS5-01-16.
Abstract PS5-05-09: Treatment Persistence and Dose Modifications in US Patients with HR+, HER2-, Node-Positive, Early Breast Cancer Treated with Adjuvant Abemaciclib
Soliman, H., Dent, S., Liepa, A., Stefaniak, Victoria Jennifer, Huang, M., Sugihara, Tomoko, Moreira, Kíria Karolline Gomes , Hudson, Kathryn Elizabeth , Goetz, M. P., Dent, Susan , Liepa, AM, Moreira, K., Goetz, Matthew P.

Mayo Clinic

Clinical Cancer Research | February 17, 2026 | Volume: 32 | Issue: 4_Supplement | Pages: PS5-05-09-PS5-05-09

10.1158/1557-3265.sabcs25-ps5-05-09 Get It

Abstract Background: Two years of adjuvant abemaciclib plus endocrine therapy is approved and guideline-recommended in patients (pts) with HR+, HER2-, node-positive, early breast cancer (EBC) at high risk of recurrence. In initial real-world studies, the high rate (>85%) of treatment (tx) persistence beyond 3 months suggests that adjuvant abemaciclib is well-tolerated in routine clinical practice.1,2 Dose reductions were associated with higher persistence in prior studies and clinical trial data have shown that efficacy of abemaciclib was maintained with dose reductions. This study describes 6-month tx persistence and dosing patterns in pts with HR+, HER2-, node-positive EBC initiating abemaciclib 150 mg twice daily (BID). Methods: Retrospective data were accessed from the US de-identified Flatiron Health Research Database. Adults with HR+, HER2-, node-positive, EBC, who initiated abemaciclib 150 mg BID from Jan 2022-Jun 2024 were eligible and further characterized by ≥1 vs no dose reduction. Data cut-off was Dec 2024. Persistence rate was the proportion of pts on abemaciclib >6 months, allowing for ≤60-day medication gap within this period. Time to dose modifications and reasons for discontinuation (DC) were summarized. Subgroup analyses were conducted in pts confirmed as meeting the monarchE high-risk criteria (N2, N3, or N1 plus Grade 3 and/or tumor >5 cm). All analyses were descriptive. Results: Of 1063 eligible pts, median age was 56 years (IQR 47, 65). Most had N1 (48%) or N2 (34%) disease. Median follow-up was 17.5 months (IQR 11, 25). Tx persistence at 6 months was 75%. DC was mostly due to adverse events (AEs; 19%) and <1% due to recurrence. Approximately 50% of pts had ≥1 dose reduction. Persistence was 85% in pts with ≥1 dose reduction and 64% in pts with no dose reductions. 70% of pts who DC’d by 6 months did not have a dose reduction. Median time from start of abemaciclib to first dose change and/or hold was 49 days (IQR 23, 111). During the first 30 days of tx and Days 31-90, DCs due to AEs were lower in pts with dose reductions vs pts with no dose reductions (Table). Persistence and use of dose reductions were similar in pts confirmed as meeting the monarchE high-risk criteria. Conclusion: In US clinical practice, a majority (75%) who initiated adjuvant abemaciclib continued abemaciclib beyond 6 months. Tx persistence was higher among pts with dose reductions relative to those with no dose reductions, and rates of early DCs due to AEs were low in pts with dose reductions. Given that dose reductions in monarchE were not associated with reduced efficacy, these additional real-world data support the use of early dose modifications to improve tolerability and tx persistence for adjuvant abemaciclib in pts with high risk of recurrence. Citation Format: H. Soliman, S. Dent, A. Liepa, V. Stefaniak, M. Huang, T. Sugihara, K. Moreira, K. Hudson, M. Goetz. Treatment Persistence and Dose Modifications in US Patients with HR+, HER2-, Node-Positive, Early Breast Cancer Treated with Adjuvant Abemaciclib [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 PS5-05-09.
Abstract PS5-07-20: Trial in progress: Phase 1 Study Targeting DNA Methyltransferases in Metastatic Triple-Negative Breast Cancer (NCI Protocol #10546)
Leon-Ferre, R. A., Zahrieh, D. M., Advani, P. P., Giridhar, K. V., Dizona, P. J., Stover, D. G., Wang, X. , Tevaarwerk, A. J., Choong, G. M., Yasir, S., Kalari, K. R., Foldi, Julia , Parajuli, R., Hackney, Mary Helen , Chew, H. K., Wajeeha, R., Bear, H., Sharon, E., Ko, B., Shapiro, G. I., Gore, S., Pelosof, Lorraine, Wang, L., Goetz, M. P., Leon‐Ferre, Roberto A. , Zahrieh, David , Advani, P. P., Quiroga, Dionisia , Tevaarwerk, Amye J., Kalari, Krishna R. , Razaq, Wajeeha, Gore, Steven D. , Goetz, Matthew P.

Mayo Clinic

Clinical Cancer Research | February 17, 2026 | Volume: 32 | Issue: 4_Supplement | Pages: PS5-07-20-PS5-07-20

10.1158/1557-3265.sabcs25-ps5-07-20 Get It

Abstract Background: DNA methyltransferase (DNMT) isoforms 1, 3A and 3B are enzymes that regulate DNA methylation, controlling gene expression, chromatin stability and genetic imprinting. We have previously shown that DNMT3A protein expression in early triple negative breast cancer (TNBC) is associated with more aggressive clinicopathologic features (higher tumor grade, tumor proliferation and frequency of nodal metastases) and worse clinical outcomes in the absence of chemotherapy (Leon-Ferre et al, SABCS 2024). Pre-clinically, we have shown that DNMT3A protein expression predicts sensitivity to DNMT inhibitors (Yu J et al., J Clin Invest 2018), and that DNMT inhibitor treatment leads to downregulation of DNMT3A, enhanced expression of immune-related pathways, and halted tumor growth, particularly in combination with immunotherapy and paclitaxel. Methods: This is a phase 1, open-label, multicenter study evaluating the safety and recommended phase 2 dose (RP2D) of the oral DNMT inhibitor ASTX727 + paclitaxel + pembrolizumab in metastatic TNBC. ASTX727 is an oral fixed dose combination (FDC) tablet of 35 mg decitabine (active agent) and 100 mg cedazuridine (a cytidine deaminase inhibitor that prevents decitabine degradation in the bowel and liver, allowing oral delivery). The study consists of two parts: Part 1 is a dose-finding cohort, using a 3+3 design, with 5 dose levels (Table), and its primary objective is to determine the RP2D. Part 2 is an expansion cohort (n=6), with the primary objective to confirm tolerability of the regimen at the RP2D. Secondary objectives are to record the antitumor activity of the regimen, describe the AE profile, explore the association of baseline gene expression profiles with clinical benefit, and to evaluate impact of treatment on tumor and ctDNA methylation. Exploratory objectives will evaluate the association of baseline DNMT3A protein expression and antitumor activity, and the impact of treatment on the tumor and peripheral blood immune phenotype. Eligible patients are adults 18 years or older with metastatic TNBC (ER/PR ≤10%, and HER2-negative per ASCO/CAP guidelines), independent of PD-L1 expression. Patients are allowed to have received 0-3 prior lines of systemic therapy in the metastatic setting, including prior immune checkpoint inhibitors in the early and/or metastatic settings. Patients must be eligible for taxanes and have adequate organ and bone marrow function. Patients with treated brain metastases are eligible if previously treated without evidence of progression after 4 weeks. Leptomeningeal carcinomatosis is not allowed. Patients must have an ECOG performance status of ≤2 and have no gastrointestinal disorders impacting absorption of oral medications. As of June 20, 2025, the study is enrolling patients, with 10 patients dosed in the dose-finding phase. Citation Format: R. Leon-Ferre, D. M. Zahrieh, P. P. Advani, D. Quiroga, K. V. Giridhar, P. J. Dizona, D. Stover, X. Wang, A. J. Tevaarwerk, G. M. Choong, S. Yasir, K. R. Kalari, J. Foldi, R. Parajuli, M. H. Hackney, H. K. Chew, R. Wajeeha, H. Bear, E. Sharon, B. Ko, G. I. Shapiro, S. Gore, L. Pelosof, L. Wang, M. P. Goetz. Trial in progress: Phase 1 Study Targeting DNA Methyltransferases in Metastatic Triple-Negative Breast Cancer (NCI Protocol #10546) [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 PS5-07-20.
Abstract PS5-07-30: Open-label, randomized, multicenter, phase 3, ELAINE 3 study of the efficacy and safety of lasofoxifene plus abemaciclib for treating ER+/HER2-, locally advanced or metastatic breast cancer with an ESR1 mutation
Goetz, M. P., Wander, S. A., Bachelot, T., Curigliano, G., Gal-Yam, E. Nili, Jhaveri, K. L., Sammons, S. L., Shen, S., Twelves, C. J., Gasper, G., Plourde, P. V., Portman, D. J., Damodaran, S., Bachelot, Thomas , Curigliano, Giuseppe , Nonneville, Alexandre Tassin de , Gal‐Yam, Einav Nili , Jhaveri, Komal , Sammons, Sarah , Twelves, C.J., Plourde, Paul V., Portman, David, Damodaran, Senthil

Mayo Clinic

Clinical Cancer Research | February 17, 2026 | Volume: 32 | Issue: 4_Supplement | Pages: PS5-07-30-PS5-07-30

10.1158/1557-3265.sabcs25-ps5-07-30 Get It

Abstract Background: Most patients with estrogen receptor-positive (ER+), metastatic breast cancer (mBC) treated with endocrine therapy (ET) will ultimately develop resistance. A large unmet need exists especially when resistance occurs following treatment with a cyclin-dependent kinase 4/6 inhibitor (CDK4/6i), which is potentially driven by a mutation in the ERα-coding gene, ESR1. Lasofoxifene (LAS), an oral, next-generation ET and ER breast antagonist, was evaluated in two phase 2 studies of women with ER+/HER2- mBC and an ESR1 mutation who had disease progression on previous ET and CDK4/6i. In the ELAINE 1 trial, LAS monotherapy provided numerically greater progression-free survival (PFS, median 5.6 mos vs 3.7 mos; HR: 0.669 [95% CI, 0.445‒1.125], P=0.138), objective response rate (ORR, 13% vs 3%; P=0.124), and clinical benefit rate (CBR, 37% vs 22%; P=0.117) compared with the ER degrader fulvestrant (fulv), with a favorable safety profile (Goetz MP et al. Ann Oncol 2023;34:1141‒51). The single-arm, ELAINE 2 trial showed that LAS combined with abemaciclib (Abema) was well tolerated with a median PFS of ∼13 mos, ORR of 56%, and CBR of 66% (Damodaran S et al. Ann Oncol 2023;34:1131‒40). The phase 3, registrational, ELAINE 3 trial was initiated based on these promising earlier-phase data. Recent results from postMONARCH confirmed superior efficacy of fulv/Abema over fulv/placebo (mPFS 6.0 mos vs 5.3 mos, HR 0.73 [0.57‒0.95], nominal P-value 0.017) in non-biomarker‒selected, mBC patients after progression on a prior CDK4/6i and aromatase inhibitor (AI), with similar HR in an ESR1-mutated cohort (Kalinsky K et al. J Clin Oncol 2025;43:1101‒12). Additionally, recent data from EMBER-3 demonstrated meaningful PFS with a novel ET combined with abemaciclib after progression on AI/CDK4/6i (Jhaveri KL et al. N Engl J Med 2025;392:1189‒202). The ELAINE 3, global trial will compare LAS/Abema with fulv/Abema in a post-CDK4/6i, ESR1-mutation‒selected, mBC population. Methods: ELAINE 3 (NCT05696626) is an open-label, phase 3, multicenter study evaluating the efficacy, safety, and tolerability of LAS plus Abema versus fulv plus Abema. Patients are being enrolled at approximately 152 sites in 13 countries (Australia, Belgium, Canada, China, France, Italy, Israel, Poland, Romania, Spain, Taiwan, United Kingdom, United States). Key inclusion criteria are pre- and postmenopausal women and men aged ≥18 yrs; ER+/HER2-, locally advanced and/or mBC (measurable and/or non-measurable disease); ≥1 acquired ESR1 mutation; progression on an AI plus palbociclib or ribociclib as their first hormonal treatment for advanced/mBC; and ≤1 line of chemotherapy in the advanced/metastatic setting. Patients will be randomized 1:1 to receive LAS 5 mg/day plus Abema 150 mg BID, or fulv 500 mg IM (days 1, 15, and 29, then once monthly) plus Abema 150 mg BID. Treatment will continue until progression, death, unacceptable toxicity, or withdrawal from the study. The primary endpoint is PFS per RESIST 1.1 by blinded independent central review (BICR); key secondary endpoints are ORR, overall survival, CBR, duration of response, and time to response. Safety, time to cytotoxic chemotherapy, and quality of life (including vaginal health) will also be evaluated. Blood samples for circulating tumor DNA (ctDNA) will be collected for genomic analyses at screening, at weeks 4 and 8 and every 8 weeks thereafter, and at the final visit. Outcomes with LAS/Abema and fulv/Abema will be compared using a stratified Cox proportional hazards model and stratified logrank test with an expected PFS hazard ratio of 0.68 at final analysis. Enrollment is currently ongoing to meet the target sample size of 500 patients. Citation Format: M. P. Goetz, S. A. Wander, T. Bachelot, G. Curigliano, A. de Nonneville, E. N. Gal-Yam, K. Jhaveri, S. L. Sammons, S. Shen, C. J. Twelves, G. Gasper, P. V. Plourde, D. J. Portman, S. Damodaran. Open-label, randomized, multicenter, phase 3, ELAINE 3 study of the efficacy and safety of lasofoxifene plus abemaciclib for treating ER+/HER2-, locally advanced or metastatic breast cancer with an ESR1 mutation [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 PS5-07-30.