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3216 citation(s) found for "Zhang, Yi".

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.
White matter predictors of cerebellar tDCS treatment effects in aphasia rehabilitation
Keser, Zafer, Lammers, Becky , Sydnor, Myra, Murter, Jamie L., Zhang, Yiyang, Desmond, John E. , Sebastian, Rajani , Keser, Zafer , Johnson, Micah Alan , Keser, Zafer , Sadil, Patrick S. , Hillis, Argye Elizabeth , Lindquist, Martin A.

Mayo Clinic

Frontiers in Neurology | February 20, 2026 | Volume: 17 | Issue: No issue available | Pages: No page available

10.3389/fneur.2026.1659337 | PMID 41798805 Get It

Introduction Cerebellar transcranial direct current stimulation (tDCS) combined with language therapy can aid in chronic aphasia recovery, but the neural mechanisms and biomarkers of treatment efficacy remain uncertain. Methods In this secondary analysis of data from a previously conducted clinical trial, we used a randomized, double-blind, sham-controlled, within-subject crossover design with a study sample of 19 participants with post-stroke aphasia. We assessed the degree to which baseline properties of cerebro-cerebellar white matter tracts can predict or moderate longitudinal treatment effects at three time points: post-treatment, 2 weeks post-treatment, and 2 months post-treatment. Tract properties were measured by fractional anisotropy (FA) and mean diffusivity (MD) from diffusion tensor imaging (DTI). We also tested whether there are differential effects between trained and untrained language tasks and between cerebellar tDCS polarity (anodal and cathodal). Results Baseline measures of tracts connecting the left lesioned cortex to the right posterolateral cerebellum (stimulation target) influenced treatment gains for untrained tasks, relative to sham control. In contrast, for the trained task, treatment gains were influenced by baseline measures of tracts connecting the non-stimulated left cerebellum with the contralateral right cerebral cortex. Although there were no consistent effects from cerebellar tDCS polarity, a highly consistent pattern emerged across all tasks and tracts. Specifically, language improvements were predicted by a baseline tract profile (i.e., higher FA and lower MD) typically associated with higher white matter integrity, especially within the context of stroke-induced white matter decline. Discussion These findings corroborate the potential for baseline tract properties as a biomarker of treatment efficacy and support the notion that adjuvant (cerebellar tDCS + language) therapy preferentially benefits individuals with relatively preserved structural connections within functionally relevant networks. Clinical trial registration ClinicalTrials.gov , identifier (NCT02901574).
Multi-trait polygenic scores for COPD and COPD exacerbations implicate druggable proteins
Zhang, Chengyue , He, Yixuan, Zhang, Jingzhou, Feldman, William B. , Ding, Yi , Pasaniuc, Bogdan, Chang, Diana, Chen, Qingwen , Lasky-Su, Jessica, Hecker, Julian, Tobin, Martin D., Chen, Jing , Kalra, S. , Pratte, Katherine A., Im, Hae Kyung, Wan, Emily S., Manichaikul, Ani, Silverman, Edwin K., Bowler, Russell P., Lange, Leslie A., Ortega, Victor E., Cho, Michael H., Moll, Matthew R., Konigsberg, Iain R. , Zhang, Jingzhou , Chikowore, Tinashe , Hu, Xiaowei , Paşaniuc, Bogdan , Lasky‐Su, Jessica , Tobin, Martin D. , Pratte, Katherine , Wan, Emily S. , Manichaikul, Ani , Silverman, Edwin K. , Bowler, Russell P. , Lange, Leslie A., Ortega, Victor E. , Martin, Alicia R. , Cho, Michael H. , Moll, Matt

Mayo Clinic

JCI Insight | February 19, 2026 | Volume: 11 | Issue: 7 | Pages: No page available

10.1172/jci.insight.199951 | PMID 41712304 Get It

BACKGROUND We constructed multi-trait polygenic risk scores (PRSs) predicting chronic obstructive pulmonary disease (COPD) and exacerbations, validated their performance in diverse cohorts, and identified PRS-related proteins for potential therapeutic targeting. METHODS PRSmix + , a multi-trait PRS framework, is used to train a composite PRS (PRS multi ) in COPDGene non-Hispanic White participants ( n = 6,647). Associations of PRS multi with COPD status (GOLD 2–4 vs. GOLD 0 or ICD) and exacerbation frequency were tested in COPDGene African American ( n = 2,466), ECLIPSE ( n = 1,858), Mass General Brigham Biobank ( n = 15,152), and All of Us ( n = 118,566). Protein prediction models were applied to GWAS summary statistics from traits contributing to PRS multi and were validated with proteomic data in COPDGene ( n = 5,173) and UK Biobank ( n = 5,012). RESULTS PRSmix + selected 7 traits for PRS multi . In multivariable models, PRS multi was associated with COPD status (meta-analysis random effects [RE] OR 1.58 [95% CI: 1.28–1.94]) and exacerbation frequency (meta-analysis RE β 0.21 [95% CI: 0.11–0.31]), with higher effect sizes observed in smoking-enriched cohorts. PRS multi outperformed traditional single-trait PRS in all tested cohorts. Using protein prediction models, we identified 73 proteins associated with the PRSs that were also validated with measured protein levels in COPDGene and UK Biobank. Of these proteins, 25 were linked to approved or investigational drugs. Notable targets include RAGE/sRAGE, IL1RL1, and SCARF2, all implicated in COPD pathogenesis and exacerbations. CONCLUSIONS Multi-trait PRS improves prediction of COPD and exacerbation risk. Integration with proteomic data identifies druggable protein targets, offering a promising avenue for precision medicine in COPD management. TRIAL REGISTRATION COPDGene: ClinicalTrials.gov NCT00608764; ECLIPSE: ClinicalTrials.gov NCT00292552.
Abstract B005: Harnessing GD2-CAR macrophages to target high-risk neuroblastoma
Zhu, Shizhen , Tan, Ke‐En , Zhang, C., Baker, Caleb T., Sosic, Alexis M., Yuen, Eddie Lim . Yat, Ung, Choong Yong , Lin, Yi, Yeo, Kok Siong , Polites, Stephanie F. , Weiss, William A. , Li, Hu

Mayo Clinic

Cancer Immunology Research | February 18, 2026 | Volume: 14 | Issue: 2_Supplement | Pages: B005-B005

10.1158/2326-6074.io2026-b005 Get It

Abstract Neuroblastoma (NB) accounts for approximately 10% of pediatric cancer-related deaths. High-risk NB is often metastatic at diagnosis with a poor 5-year survival rate (<50%) despite intensive multimodal therapy. GD2, a disialoganglioside glycolipid expressed in nearly all NBs, is a well-validated immunotherapy target. Although GD2-CAR-T cells have been clinically evaluated, their efficacy remains limited due to poor tumor infiltration and the immunosuppressive tumor microenvironment (TME), underscoring the need for alternative immune-based approaches. Given the inherent capacity of macrophages to infiltrate solid tumors, phagocytose cancer cells, and modulate the TME, we engineered the GD2-CAR macrophage (GD2-CAR-M) as a novel therapeutic platform for NB. GD2-specific CAR constructs containing the Hu3F8 single-chain variable fragment (scFv) were designed, validated, and introduced into multiple human and murine monocyte/macrophage cell lines via lentiviral transduction. Fluorescence microscopy and flow cytometry demonstrated a significant enhancement in the phagocytosis of GD2-high NB cells and the phagocytic efficiency correlating positively with GD2 expression levels, suggesting antigen-specific phagocytosis by GD2-CAR-M. Our further in vivo studies using an immunocompetent MYCN-driven NB non-genetically engineered mouse model (MYCN-NGEMM) showed that treatment with GD2-CAR-M markedly reduced tumor burden and prolonged survival compared with controls. Notably, mice bearing GD2-high-tumors exhibited significantly improved survival, including one complete remission among ten treated animals. Histological analyses revealed increased connective tissue deposition and decreased tumor cell density, suggesting TME remodeling. Single-cell RNA sequencing and immunohistochemistry further demonstrated enhanced infiltration of macrophages, neutrophils, and T cells, indicating a shift from a “cold” to a “hot” immune TME following GD2-CAR-M treatment. Consistent antitumor effects were also observed in our dbh-MYCN transgenic zebrafish with spontaneous development of NB following GD2-CAR-M administration. Taken together, GD2-CAR-M exhibits potent antigen-specific antitumor activity and promotes favorable TME remodeling in NB models. These findings highlight GD2-CAR-M as a promising translational immunotherapy strategy for high-risk NB. Citation Format: Shizhen (Jane) Zhu, Ke-En Tan, Kok Siong Yeo, Cheng Zhang, Caleb T. Baker, Alexis M. Sosic, Eddie Lim . Yat Yuen, Choong Yong Ung, Stephanie F. Polites, Yi Lin, William A. Weiss, Hu Li. Harnessing GD2-CAR macrophages to target high-risk neuroblastoma [abstract]. In: Proceedings of the AACR Immuno-Oncology Conference (AACR IO): Discovery and Innovation in Cancer Immunology: Revolutionizing Treatment through Immunotherapy; 2026 Feb 18-21; Los Angeles, CA. Philadelphia (PA): AACR; Cancer Immunol Res 2026;14(2 Suppl):Abstract nr B005.
Hypothalamic asymmetry in hemisphere-specific neuroendocrine signaling
Watanabe, Hiroyuki , Kobikov, Yaromir, Nosova, Olga , Lukoyanova, Alisa, Lindström, Emma , Ueta, Yoichi, Maruyama, Takashi, Ferreira, Rui Francisco, Silva, Susana Maria, Lukoyanov, Nikolay, Zhang, Mengliang, Sarkisyan, Daniil , Galatenko, Vladimir Vladimirovich , Ueta, Yoichi , Maruyama, Takashi, Grönbladh, Alfhild , Hallberg, Mathias , Schouenborg, Jens , Lukoyanov, Nikolay , Lavrov, Igor , Zhang, Mengliang , Bakalkin, Georgy

Mayo Clinic

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

10.64898/2026.02.16.705997 Get It

ABSTRACT Brain lesions classically cause contralateral sensorimotor and postural deficits, attributed to the decussation of descending neural pathways. However, recent findings reveal that, beyond neural mechanisms, contralateral effects can also be mediated by the neuroendocrine system via humoral pathways. This raises the possibility that the brain regulates left- and right-sided peripheral processes through hypothalamic neurohormones released into the bloodstream. For such spatially targeted endocrine signaling to occur, hemisphere-specific neural activity must be encoded into side-specific hormonal output—requiring a lateralized organization of hypothalamic neuroendocrine systems. Here, we report molecular asymmetries in the rat hypothalamus that support this mechanism. Transcriptomic analysis revealed asymmetric expression of eleven neurohormonal genes, including Gnrh1 , Cck , and Trh , along with distinct left-right side-specific gene co-expression networks. Chemogenetic stimulation of Arg-vasopressin neurons in vasopressin-hM3Dq-mCherry transgenic rats produced generalized changes in these networks—predominantly in the right hypothalamus—suggesting that hypothalamic neurohormonal circuits function as integrated, lateralized ensembles. Stereological analysis revealed asymmetric coordination of vasopressin neurons within the paraventricular nucleus, with the left rostral region decoupled from the right rostral and caudal subregions. Functionally, gonadotropin-releasing hormone, cholecystokinin-8, and thyrotropin-releasing hormone—administered intracisternally in rats with complete spinal cord transection—elicited side-specific peripheral responses, measured as hindlimb postural asymmetry in a binary left–right output model. These neurohormonal effects were therefore transmitted via the humoral route. These findings suggest that multiple hypothalamic neurohormones and their integrated networks are asymmetrically organized, and that their lateralization may be necessary for hemisphere-specific hormonal regulation of peripheral systems.
ZFP161 promotes colorectal cancer progression by transcriptionally activating c-MYC
Christyani, Grania, Cai, Chenghui, Feng, Yening , Lee, Hyorin, Tu, Xinyi , Zhang, Chao, Lou, Zhenkun, Kim, Wootae , Kim, Wootae , Cai, Chenghui, Lou, Zhenkun

Mayo Clinic

Frontiers in Oncology | February 18, 2026 | Volume: 15 | Issue: No issue available | Pages: No page available

10.3389/fonc.2025.1680561 | PMID 41789397 Get It

Zinc Finger Protein 161 (ZFP161) is a key regulator of Ataxia Telangiectasia and Rad3-related (ATR) signaling, playing a crucial role in maintaining genomic stability. Human ZFP161 activates c-MYC , whereas its murine ortholog, ZF5, serves as a putative transcriptional repressor of c-MYC . In this study, we identified ZFP161 as a direct regulator of c-MYC. We show that ZFP161 binds to the promoter region of c-MYC , modulating its expression and downstream signaling pathways. Additionally, ZFP161 promotes cell proliferation and tumorigenesis through c-MYC regulation and contributes to the malignant transformation of non-cancerous retinal pigment epithelial (RPE-1) cells. Furthermore, high ZFP161 expression is associated with poor survival in patients with mixed colon adenocarcinoma. These findings suggest that the regulation of c-MYC by ZFP161 may represent a potential therapeutic target in c-MYC -driven cancers.
Cardiac radiotherapy–induced epigenetic memory underlies electrophysiologic and metabolic reprogramming
Jordan, Samuel D. , Fu, Shuhua, Fulkerson, Abigail, Hu, Donghua , Ng, Sherwin, Zhang, David M. , Manikandan, Sneha , Hu, Nan, Xie, Yuqian, Bedi, Anish, Tabor, James , Boggs-Bailey, Lauren, Strong, Lori, Hicks, Stephanie, Aryan, Lavanya, Gabriel, Nishanth , Hugo, Geoffrey D. , Weng, Kuo-Chan, Schwarz, Julie K. , zhang, bo , Rentschler, Stacey , Szymanski, Jeffrey, Szymanski, Jeffrey J. , Aryan, Lavanya , Huebsch, Nathaniel

Mayo Clinic

Journal of Clinical Investigation | February 17, 2026 | Volume: 136 | Issue: 7 | Pages: No page available

10.1172/jci193087 | PMID 41701534 Get It

Stereotactic arrhythmia radiotherapy (STAR) is emerging as a highly effective treatment for ventricular tachycardia (VT). Growing evidence indicates that STAR favorably reprograms the electrical substrate by speeding conduction and/or prolonging repolarization via modulation of ion channel expression, although the mechanisms by which single-fraction radiation mediates durable changes in gene expression are incompletely understood. Here, we identify dynamic changes in the cardiomyocyte epigenome and transcriptome after irradiation (IR) in vivo and in vitro, including durably increased expression and chromatin accessibility of Scn5a (encodes the α subunit of the sodium channel, Na V 1.5), demonstrating a role for epigenetic memory in conduction velocity (CV) increases observed after STAR. Transcriptomic and epigenetic sequencing further identified dynamic changes in gene expression and regulatory regions involved in cellular repolarization, calcium handling, and metabolism after IR. These changes were mirrored by dose-dependent and cell-autonomous changes in repolarization, calcium flux, and mitochondrial respiration, highlighting important cellular processes that may mediate the therapeutic effects of STAR. Overall, we found that cardiomyocytes exposed to a single fraction of high-dose IR exhibited epigenetic reprogramming that mediated broad and dynamic physiologic responses.
Longitudinal peripheral blood multi-omic profiling in seropositive individuals identifies immune endotypes and predictive models for future rheumatoid arthritis conversion
Inamo, Jun , Bylinska, Aleksandra, Smith, M. D., Wright, Christian D., Stephens, Tayte, Feser, Marie L. , Striebich, Christopher C. , O'Dell, James R., Sparks, J., Davis, J. Michael , Graf, Jonathan , McMahon, Maureen , Solow, E. Blair, Forbess, Lindsy J., Tiliakos, Athan N., Horowitz, Diane , James, Judith A., Holers, V. Michael , Deane, KD, Guthridge, Joel M., Zhang, F., Sparks, Jeffrey A. , Sparks, Jeffrey A , Guthridge, Joel M , Zhang, Fan , Smith, Miles, Vanderlinden, Lauren A. , Wright, Christian, O’Dell, James R., Davis, John M., Solow, E. Blair , Forbess, Lindsy, Fox, David A. , Danila, Maria I. , Kay, Jonathan , James, Judith A. , Guthridge, Joel M.

Mayo Clinic

No container title available | February 17, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.02.12.26346058 | PMID 41757162 Get It

Abstract Individuals who have serum elevations of anti-cyclic citrullinated protein (anti-CCP) antibodies are at risk for developing rheumatoid arthritis (RA), yet immunologic factors that lead to a transition from pre- to clinical RA remain unclear. Here, we used materials from anti-CCP antibody-positive individuals enrolled in a clinical trial that evaluated the efficacy of hydroxychloroquine to prevent clinical RA, and performed multi-modal single-cell profiling (transcriptome, surface proteins, T/B-cell receptor sequencing, and chromatin accessibility) on samples obtained at baseline and at RA onset in those who developed clinical RA (Converters) or follow-up point in matched Nonconverters. At both baseline and follow-up, Converters had expansions of peripheral helper T (Tph) cells and CD8 + T cells expressing GZMK and GZMB , along with elevated potentially autoreactive T-cell receptors in CD4 + T cells compared to Nonconverters. Induction of age-associated B cell signatures was observed in B cells of Converters prior to RA onset. Epigenetic profiling further identified chromatin accessibility changes in Converters over time, particularly within myeloid and NK cells. Lastly, predictive modeling using baseline immune features, including Tph cells, GZMK + XCL1 + CD8 + , and GZMB + CD57 + CD8 + T cells, together with clinical features such as anti-CCP3 levels, RF-positivity, and HLA shared epitope status, stratified RA risk and predicted time to onset. These findings define immune endotypes in pre-RA that could serve as targets for future preventive interventions and be used to stratify the risk of developing clinical RA in anti-CCP antibody-positive individuals.
Metabolic Heterogeneity and Niche Rewiring in Plasma Cells are Associated with Progression from MGUS to Multiple Myeloma
Walch, A, Zhang, Guoxing, Sun, Na , Chawla, Yogesh , Jevremovic, Dragan, Taro, Hitosugi, Kumar, Shaji, Gonsalves, Wilson, Jevremović, Dragan , Gonsalves, Wilson I. , Jevremovic, Dragan , Kumar, Shaji K , Gonsalves, Wilson , Sun, Na, Chawla, Yogesh , Taro, Hitosugi, Kumar, Shaji , Walch, Axel

Mayo Clinic

No container title available | February 17, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-8795835/v1 | PMID 41756448 Get It

Abstract Progression from monoclonal gammopathy of undetermined significance (MGUS) to multiple myeloma (MM) is driven by coordinated metabolic reprogramming within clonal plasma cells and the bone marrow microenvironment. We applied high-resolution MALDI–FT-ICR mass spectrometry imaging (MSI) to archived FFPE bone-marrow biopsies, integrated with matched bone marrow plasma metabolomics, to map spatial and systemic metabolic alterations. Spatial clustering delineated plasma-cell–rich niches, while Hill-based diversity and β-diversity metrics quantified intra- and inter-compartment heterogeneity. MM niches exhibited elevated 3-hydroxykynurenine, rewired tryptophan–kynurenine flux, and increased nucleotide and bioactive lipid metabolism associated with proliferation. Notably, some MGUS-like samples displayed MM-like metabolic niches undetectable in bone marrow plasma alone, underscoring spatial heterogeneity. Cross-compartment integration revealed conserved metabolic signatures and systemic redistribution of key metabolites, consistent with ecological reorganization and niche divergence during progression. These findings establish spatial metabolomics of biopsies as a framework to dissect intramedullary metabolic heterogeneity and enable metabolite-based risk stratification in plasma-cell disorders.
PS2-05-23: Immune Heterogeneity in Breast Cancer Natural History: Benign Breast Disease to Breast Cancer
Zhang, A., Cozzo, A., Olsson, L., Kirk, E., Gao, X., Nyante, S., Calhoun, B., Vierkant, Rob, Sherman, M., Troester, M., Cozzo, Alyssa J. , Olsson, L.T, Kirk, E.L., Nyante, Sarah J. , Vierkant, Robert A., Sherman, Mark E.

Mayo Clinic

Clinical Cancer Research | February 17, 2026 | Volume: 32 | Issue: 4_Supplement | Pages: PS2-05-23-PS2-05-23

10.1158/1557-3265.sabcs25-ps2-05-23 Get It

Abstract Benign breast disease (BBD) confers elevated risk for breast cancer, yet current tools lack precision in identifying lesions likely to progress. Immune mechanisms may influence progression, but the spatial and molecular features of immune responses in BBD versus invasive cancer remain poorly characterized. We applied Digital Spatial Proteomics (DSP) to evaluate immune-related protein expression across 1,540 regions of interest (ROIs) from breast tumors (n=58, Carolina Breast Cancer Study [CBCS]), a UNC BBD cohort (n=20), and a Mayo BBD cohort (n=177). Using Consensus Clustering in CBCS and UNC BBD, we identified two stable immune phenotypes: “High Immune,” enriched in tumors and high-risk benign lesions, and “Quiet Immune,” predominant in low-risk BBD. ROIs were classified by immune marker expression, and patients were labeled as “High” if ≥50% of their ROIs were High Immune. In CBCS, High Immune profiles were associated with ER-negative status (OR=2.92 [0.99-8.65] participant-level; OR=3.28 [1.34-8.04] ROI-level). In BBD, High Immune profiles trended toward higher odds of high-risk lesions (OR=1.00 [0.15-6.70] participant-level; OR=1.68 [0.57-4.97] ROI-level), though this pattern was not replicated in the Mayo cohort. BBD samples exhibited substantial spatial heterogeneity in immune expression (40% within-patient ROI agreement vs. 74% in tumors), potentially limiting biomarker reliability. Nonetheless, four immune proteins (CD44, CD80, CD14, CD66b) were significantly associated with future cancer development in the Mayo cohort, though these findings require validation due to within-person variability. Our findings highlight the challenges posed by spatial heterogeneity in assessing immune biomarkers in BBD and suggest that immune activation may emerge later in disease progression. These results raise important questions about the timing and consistency of immune responses in the natural history of breast cancer. Citation Format: A. Zhang, A. Cozzo, L. Olsson, E. Kirk, X. Gao, S. Nyante, B. Calhoun, R. Vierkant, M. Sherman, M. Troester. Immune Heterogeneity in Breast Cancer Natural History: Benign Breast Disease to 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 PS2-05-23.