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Kalinsky, K. M.

Mayo Clinic

Emory University

Citations 2

Abstract PS2-08-14: Chemokine signatures improve PD-L1-based prediction of pembrolizumab response in triple-negative breast cancer
Deshmukh, S. Kumar, Wu, S., Xiu, Joanne , Sledge, G. W., Trapani, D., Leone, J., Chumsri, S., Lustberg, M. B., Hong, C., Yao, S., Ernstoff, M., Paulos, C. M., Lesinski, G. B., Madabhushi, A., Badve, S., Kalinsky, K., Kalinski, P., Gandhi, Shipra , Trapani, Dario , Leone, J. P. , Chumsri, S., Lustberg, Maryam , Hong, Chi‐Chen , Takabe, Kazuaki , Opyrchal, Mateusz , Chalasani, Pavani , Paulos, Chrystal M. , Lesinski, Gregory B , Badve, Sunil , Kalinsky, K. M.

Clinical Cancer Research | February 20, 2026 | Volume: 32 | Issue: 4_Supplement | Pages: PS2-08-14-PS2-08-14

10.1158/1557-3265.sabcs25-ps2-08-14 Get It

Abstract Background: Triple-negative breast cancer (TNBC) is an aggressive yet immunogenic subtype of breast cancer (BC) and the only one with FDA-approved immune checkpoint inhibitor (ICI) - pembrolizumab. Currently, PD-L1 (22C3) is the companion biomarker for predicting pembrolizumab benefit, but its utility is limited by spatial/temporal heterogeneity, assay variability, and modest correlation with treatment response. Chemokines such as CXCL9, CXCL10, and CCL5 recruit CD8+ T cells into the tumor microenvironment and have been associated with improved response to ICI, but their predictive value alongside PD-L1 remains unclear. Here, we examined the relationship between these chemokines, PD-L1, and pembrolizumab efficacy in TNBC. Methods: We analyzed 3662 TNBC tumors profiled by NGS (592, NextSeq; WES/WTS, NovaSeq; Caris Life Sciences). Immune cells were estimated using WTS deconvolution (Quantiseq). PD-L1 positivity was defined as >10% CPS (PharmDx 22C3). CXCL9/CXCL10/CCL5-high (H) and -low (L) TNBC were classified by RNA expression above or below 50th percentile. Real-world median overall survival (mOS) was derived from insurance claims and calculated from start of pembrolizumab to last contact using Kaplan-Meier. Statistical significance was assessed by chi-square and Mann-Whitney U with multiple comparison adjustments (q<0.05). Results: TNBC expressed higher levels of CXCL9, CXCL10, and CCL5 (N = 3662, median TPM: 5.3, 14.8, and 15.1) compared to HER2+ (N = 1344; 4.8, 10.1, 10.6) and HR+HER2- BC (N = 6097; 2.7, 6.6, 9.4), all q<0.05. Moderate correlations were observed between PD-L1 CPS and each chemokine (r = 0.41, p<.01). PD-L1-positive tumors had better mOS (24.3 months (m) vs 18.6 m, HR 0.75, 95% CI 0.6-0.92, p=0.007) compared to PD-L1-negative TNBC post-pembrolizumab. Among PD-L1-negative tumors, those with CXCL9-H had better mOS (26.9 m vs 15.8 m for CXCL9-L, HR 0.61, 95% CI 0.45-0.82, p=0.001) post-pembrolizumab. Among PD-L1-positive tumors, CXCL10-H and CCL5-H was associated with improved mOS (CXCL10-H: 25.7 m vs. 20.7 m for CXC10-L, p = 0.03; CCL5-H: 26.7 vs. 18.5 m for CCL5-L, p = 0.03) post-pembrolizumab. PD-L1 negative CXCL9-H, PD-L1 positive CXCL10-H and PD-L1 positive CCL5-H groups showed higher infiltration of CD8+ T cell, B cells, M1/M2 macrophages, Tregs. They also exhibited higher T cell inflamed score, IFNy score and MAPK activation score vs. CXCL9-L, CXCL10-L and CCL5-L groups (Table). Conclusions: In TNBC, a chemokine signature comprising CXCL9, CXCL10 and CCL5 refines PD-L1 based prediction of pembrolizumab benefit. Specifically, high CXCL10 or CCL5 expression in PD-L1-positive tumors, and high CXCL9 expression in PD-L1-negative tumors, were associated with improved survival post pembrolizumab and immune-rich microenvironment. These findings support the use of chemokine profiling to complement PD-L1 and enhance patient selection for ICI therapy in TNBC. Citation Format: S. Gandhi, S. Deshmukh, S. Wu, J. Xiu, G. Sledge Jr., D. Trapani, J. Leone, S. Chumsri, M. Lustberg, C. Hong, S. Yao, K. Takabe, M. Ernstoff, M. Opyrchal, P. Chalasani, C. Paulos, G. Lesinski, A. Madabhushi, S. Badve, K. Kalinsky, P. Kalinski. Chemokine signatures improve PD-L1-based prediction of pembrolizumab response in triple-negative 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 PS2-08-14.
Abstract PS1-01-09: Real-time monitoring for drug-induced interstitial lung disease with Trastuzumab Deruxtecan and Rilvegostomig combination therapy prevents persistent, symptomatic disease: Safety insights from the I-SPY2.2 platform trial
Kulkarni, Tejaswini , Nanda, R., Rugo, H. S., OSullivan, C. C., Kalinsky, K. M., Boughey, J. C., Pohlmann, P. R., Perlmutter, Jane , Yee, D., Borowsky, A. D., Symmans, F, Hylton, N., Veer, L. Van ‘t, Yau, C., Esserman, L. J., Rugo, Hope S. , OSullivan, C. C., Kalinsky, K. M., Boughey, J. C., Pohlmann, P. R., Yee, D., Symmans, W. Fraser , Hylton, N. M., Veer, L. J. van 't, Esserman, L. J.

Clinical Cancer Research | February 17, 2026 | Volume: 32 | Issue: 4_Supplement | Pages: PS1-01-09-PS1-01-09

10.1158/1557-3265.sabcs25-ps1-01-09 Get It

Abstract Background: Combinations of antibody-drug conjugates and immunotherapy, such as trastuzumab deruxtecan (T-DXd) and rilvegostomig (rilve), respectively, offer promising efficacy but are associated with a heightened risk of drug-induced interstitial lung disease (ILD)/pneumonitis. Early detection and management are critical for optimizing patient safety, yet there are no standard protocols for real-time evaluation. We hypothesized that vigilant monitoring would enable early detection, prevent symptoms, and minimize the chance of treatment delays while testing novel therapeutic combinations that have a potential risk of ILD. Methods: We tested the combination of T-DXd and rilve administered every 3 weeks in the I-SPY2.2 phase 2 platform trial (NCT01042379), which enrolls patients with clinical stage II/III breast cancer commencing neoadjuvant systemic therapy. Given the potential risk of overlapping pulmonary toxicity of these two agents, we added rigorous monitoring with pulmonary function tests (PFTs), six-minute walk test (6MWT), and high-resolution chest CT (HRCT) scanning pretreatment and every 6 weeks thereafter. A real-time safety workflow was implemented, with pre-specified criteria for halting treatment and escalation to the next block of treatment. All abnormal findings reported on chest CT by site radiologist were centrally reviewed in real time by the study pulmonologist (T.K.) and cases of suspected ILD were adjudicated promptly by a safety committee consisting of the pulmonologist and several medical oncologists, enabling early study drug interruption and therapeutic interventions. Toxicity data were evaluated in the first 51 patients treated with T-DXd plus rilve, and a preplanned hold was initiated until safety was ascertained by the data and safety monitoring board. Results: Safety data were evaluated in the first 51 patients receiving T-DXd plus rilve. Eight ILD events were confirmed (15.68% incidence): 5 grade 1, 2 grade 2, and 1 grade 3. One patient had an early chest CT scan because of dyspnea. All cases were identified by HRCT scans; PFTs and 6MWT did not enhance early detection and were subsequently dropped from the monitoring protocol. No patient was symptomatic for more than 24 hours. Radiographic findings resolved within 14-55 days. Patients with grade 2 & 3 ILD were treated with corticosteroids. No cases of ILD required intensive care or escalated therapy beyond steroids. Early treatment escalation to the subsequent block of therapy occurred in 3 patients; all 3 patients were subsequently able to receive appropriate therapy. At the meeting, safety data from all 100 patients treated with this combination will be reported. Conclusion: Real-time, centralized monitoring and adjudication allowed for early detection and prompt management of ILD, which both mitigated severity and supported timely therapeutic management. Among the monitoring tools studied, HRCT scanning performed every 6 weeks proved most effective for early ILD identification; PFT and 6MWT did not enhance early detection. This approach offers a potential framework for future studies assessing pulmonary safety in regimens combining agents that have a known risk for inducing ILD. Citation Format: T. Kulkarni, R. Nanda, H. S. Rugo, C. C. OSullivan, K. M. Kalinsky, J. C. Boughey, P. R. Pohlmann, J. Perlmutter, D. Yee, A. Borowsky, F. Symmans, N. Hylton, L. Van ‘t Veer, C. Yau, L. Esserman. Real-time monitoring for drug-induced interstitial lung disease with Trastuzumab Deruxtecan and Rilvegostomig combination therapy prevents persistent, symptomatic disease: Safety insights from the I-SPY2.2 platform trial [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 PS1-01-09.