Pub Date : 2026-02-20DOI: 10.1158/1557-3265.sabcs25-ps3-08-03
S. M. Doss, P. Raval
Background: The existence of estrogen receptor-negative (ER-), progesterone receptor-positive (PR+) breast cancer is rare, biologically confusing, and often attributed to technical artifact. Previous national analyses found no benefit from endocrine therapy (ET) in ER-/PR+ tumors, but more recent data suggest a survival benefit. To explore this inconsistency, we analyzed the association between receiving ET and survival in ER-/PR+ early-stage breast cancer treated with chemotherapy over time. Methods: We used the National Cancer Database (NCDB) to identify women age 40 and older diagnosed with stage I-III, ER-/PR+ breast cancer from 2010 to 2020 who received chemotherapy. Multivariate logistic regression evaluated factors associated with ET omission. Multivariate Cox regression analyzed the association between ET receipt and three-year overall survival (OS), stratified by diagnosis period (2010-2017 vs. 2018-2020) based on 2018 changes for prognostic staging and NCDB site-specific factors. Analyses adjusted for stage at diagnosis, age, comorbidity, HER2 status, race/ethnicity, grade, facility type, and zip code income. Robustness was tested using propensity score matching (PSM), landmark analysis, and HER2-negative subgroup analysis. Results: We identified 24,198 (0.94%) cases of ER-/PR+ breast cancer, of which 18,788 (77.6%) were stage I-III at diagnosis. Of these, 13,957 (74.3%) received chemotherapy, and 11,558 with complete covariate data were analyzed. Most cases were HER2-negative (60.2%) and high grade (75.1%). Stage distribution was 38.5% stage I, 43.5% stage II, and 18.0% stage III. Two-year overall survival was 93.3% for patients diagnosed from 2010-2017 and 92.9% for 2018-2020. ET was omitted in 33.8% of patients (median age 58 vs. 57 among ET recipients). In multivariate logistic regression, factors associated with omission of ET were diagnosis from 2018-2020 (adjusted odds ratio [aOR] 1.95, 95% CI 1.75-2.17, p<0.001), increasing age (age 70-80 vs. 40-50: aOR 1.34, 95% CI 1.16-1.55, p<0.001), and high grade (aOR 1.15, 95% CI 1.03-1.28, p=0.02). In multivariate Cox regression, receiving ET was associated with improved three-year OS for patients diagnosed from 2010-2017 (n=7,517; adjusted hazard ratio [aHR] 0.54, 95% CI 0.47-0.62, p<0.001) and 2018-2020 (n=4,041; aHR 0.60, 95% CI 0.48-0.77, p<0.001). Interaction testing for diagnosis period and ET benefit was not significant (p=0.59). After PSM by all covariates, OS benefit remained for both 2010-2017 (n=5,696; aHR 0.55, 95% CI 0.47-0.65, p<0.001) and 2018-2020 (n=2,344; aHR 0.64, 95% CI 0.48-0.86, p=0.003). Conclusions: Omission of ET in ER-/PR+ early-stage breast cancer treated with chemotherapy was associated with worse overall survival, both before and after 2018. The biological and technical uncertainty of this subtype remains unresolved, but these findings warrant further investigation. Citation Format: S. M. Doss, P. Raval. The mystery of ER-neg
背景:雌激素受体阴性(ER-),孕激素受体阳性(PR+)乳腺癌的存在是罕见的,生物学上令人困惑,通常归因于技术人为因素。先前的国家分析发现,内分泌治疗(ET)对ER-/PR+肿瘤没有益处,但最近的数据表明,内分泌治疗对生存有好处。为了探究这种不一致性,我们分析了接受ET治疗与接受化疗的ER-/PR+早期乳腺癌患者生存率之间的关系。方法:我们使用国家癌症数据库(NCDB)来识别2010年至2020年期间诊断为I-III期,ER-/PR+乳腺癌的40岁及以上接受化疗的女性。多元逻辑回归评估与ET遗漏相关的因素。多变量Cox回归分析了ET治疗与三年总生存期(OS)之间的关系,根据2018年预后分期和NCDB部位特异性因素的变化,按诊断期(2010-2017 vs. 2018-2020)分层。分析调整了诊断阶段、年龄、合并症、HER2状态、种族/民族、年级、设施类型和邮政编码收入。采用倾向评分匹配(PSM)、里程碑分析和her2阴性亚组分析来检验稳健性。结果:我们发现24,198例(0.94%)ER-/PR+乳腺癌,其中18,788例(77.6%)在诊断时为I-III期。其中,13957例(74.3%)接受了化疗,11558例有完整的协变量数据分析。大多数病例为her2阴性(60.2%)和高分级(75.1%)。分期分布为:一期38.5%,二期43.5%,三期18.0%。2010-2017年诊断的患者两年总生存率为93.3%,2018-2020年为92.9%。33.8%的患者未接受ET治疗(接受ET治疗的患者中位年龄为58岁对57岁)。在多因素logistic回归中,与ET遗漏相关的因素是2018-2020年的诊断(校正优势比[aOR] 1.95, 95% CI 1.75-2.17, p= 0.001)、年龄增加(70-80岁vs. 40-50岁:aOR 1.34, 95% CI 1.16-1.55, p= 0.001)和高分级(aOR 1.15, 95% CI 1.03-1.28, p=0.02)。在多变量Cox回归中,2010-2017年(n=7,517;校正风险比[aHR] 0.54, 95% CI 0.47-0.62, p<0.001)和2018-2020年(n=4,041; aHR 0.60, 95% CI 0.48-0.77, p<0.001)诊断的患者接受ET治疗与改善三年OS相关。诊断期与ET获益的交互作用测试无显著性意义(p=0.59)。在所有协变量的PSM后,2010-2017年(n=5,696; aHR 0.55, 95% CI 0.47-0.65, p<0.001)和2018-2020年(n=2,344; aHR 0.64, 95% CI 0.48-0.86, p=0.003)的OS获益仍然存在。结论:2018年前后,接受化疗的ER-/PR+早期乳腺癌患者遗漏ET与总生存率降低相关。该亚型的生物学和技术不确定性仍未得到解决,但这些发现值得进一步调查。引文格式:S. M. Doss, P. Raval。er阴性/ pr阳性乳腺癌的奥秘:利用国家数据重新审视内分泌治疗争议[摘要]。摘自:《2025年圣安东尼奥乳腺癌研讨会论文集》;2025年12月9-12日;费城(PA): AACR;临床癌症杂志2026;32(4增刊):nr PS3-08-03。
{"title":"Abstract PS3-08-03: The mystery of ER-negative/PR-positive breast cancer: revisiting the endocrine therapy controversy using national data","authors":"S. M. Doss, P. Raval","doi":"10.1158/1557-3265.sabcs25-ps3-08-03","DOIUrl":"https://doi.org/10.1158/1557-3265.sabcs25-ps3-08-03","url":null,"abstract":"Background: The existence of estrogen receptor-negative (ER-), progesterone receptor-positive (PR+) breast cancer is rare, biologically confusing, and often attributed to technical artifact. Previous national analyses found no benefit from endocrine therapy (ET) in ER-/PR+ tumors, but more recent data suggest a survival benefit. To explore this inconsistency, we analyzed the association between receiving ET and survival in ER-/PR+ early-stage breast cancer treated with chemotherapy over time. Methods: We used the National Cancer Database (NCDB) to identify women age 40 and older diagnosed with stage I-III, ER-/PR+ breast cancer from 2010 to 2020 who received chemotherapy. Multivariate logistic regression evaluated factors associated with ET omission. Multivariate Cox regression analyzed the association between ET receipt and three-year overall survival (OS), stratified by diagnosis period (2010-2017 vs. 2018-2020) based on 2018 changes for prognostic staging and NCDB site-specific factors. Analyses adjusted for stage at diagnosis, age, comorbidity, HER2 status, race/ethnicity, grade, facility type, and zip code income. Robustness was tested using propensity score matching (PSM), landmark analysis, and HER2-negative subgroup analysis. Results: We identified 24,198 (0.94%) cases of ER-/PR+ breast cancer, of which 18,788 (77.6%) were stage I-III at diagnosis. Of these, 13,957 (74.3%) received chemotherapy, and 11,558 with complete covariate data were analyzed. Most cases were HER2-negative (60.2%) and high grade (75.1%). Stage distribution was 38.5% stage I, 43.5% stage II, and 18.0% stage III. Two-year overall survival was 93.3% for patients diagnosed from 2010-2017 and 92.9% for 2018-2020. ET was omitted in 33.8% of patients (median age 58 vs. 57 among ET recipients). In multivariate logistic regression, factors associated with omission of ET were diagnosis from 2018-2020 (adjusted odds ratio [aOR] 1.95, 95% CI 1.75-2.17, p&lt;0.001), increasing age (age 70-80 vs. 40-50: aOR 1.34, 95% CI 1.16-1.55, p&lt;0.001), and high grade (aOR 1.15, 95% CI 1.03-1.28, p=0.02). In multivariate Cox regression, receiving ET was associated with improved three-year OS for patients diagnosed from 2010-2017 (n=7,517; adjusted hazard ratio [aHR] 0.54, 95% CI 0.47-0.62, p&lt;0.001) and 2018-2020 (n=4,041; aHR 0.60, 95% CI 0.48-0.77, p&lt;0.001). Interaction testing for diagnosis period and ET benefit was not significant (p=0.59). After PSM by all covariates, OS benefit remained for both 2010-2017 (n=5,696; aHR 0.55, 95% CI 0.47-0.65, p&lt;0.001) and 2018-2020 (n=2,344; aHR 0.64, 95% CI 0.48-0.86, p=0.003). Conclusions: Omission of ET in ER-/PR+ early-stage breast cancer treated with chemotherapy was associated with worse overall survival, both before and after 2018. The biological and technical uncertainty of this subtype remains unresolved, but these findings warrant further investigation. Citation Format: S. M. Doss, P. Raval. The mystery of ER-neg","PeriodicalId":10279,"journal":{"name":"Clinical Cancer Research","volume":"66 1","pages":""},"PeriodicalIF":11.5,"publicationDate":"2026-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146231084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-20DOI: 10.1158/1557-3265.sabcs25-ps3-01-09
G. Pourali, L. Lyu, X. Guo, A. Toriola
Background: Genome-wide association studies (GWAS) have identified genetic loci associated with mammographic breast density (MBD) and breast cancer risk, but the mechanisms underlying these associations remain unclear. Metabolite quantitative trait loci (mQTL) analyses can map genetic loci associated with metabolites, potentially offering insight into mechanisms involved in risk, but there is limited data on how genetically predicted metabolites are associated with MBD and breast cancer risk in premenopausal women. To address this, we performed mQTL analyses in non-Hispanic White (NHW) and non-Hispanic Black (NHB) women and examined their overlap with established GWAS loci for MBD and breast cancer. Methods: Our analysis included 494 NHW and 163 NHB women who had screening mammograms at Washington University in St. Louis. Plasma metabolomic profiling (Metabolon®) identified 1,074 metabolites, and genotyping (Infinium microarray, Illumina) covered 2,028,571 loci. Metabolite data were batch-normalized, metabolites with >10% missingness were excluded, and remaining missing values were imputed. We conducted mQTL mapping using linear regression in PLINK 2.0, stratified by race and adjusted for age, body mass index, alcohol use, oral contraceptive use, and first five genotype principal components. Significant mQTLs (FDR-p<0.05) were compared to GWAS loci for breast cancer, two fine mapping studies, and GWAS of MBD. Results: In NHW women, 30 mQTLs were associated with 54 metabolites overlapping breast cancer GWAS loci. Key pathways included xenobiotics (anti-inflammatory/immunosuppressant drugs, chemicals, tobacco metabolites), lipid (fatty acid, corticosteroid, bile acid metabolism), and amino acid (tryptophan, methionine/cysteine, tyrosine metabolism). In NHB women, 2 mQTLs were associated with 3 metabolites overlapping breast cancer GWAS loci: rs16866849 (diltiazem, ß =0.2, FDR-p=1.6×10-6, cardiovascular drug), and rs9397068 with two metabolites (2-hydroxyibuprofen, ß=5.3, FDR-p=9.6×10-3, analgesics; and 2,2'-methylenebis(6-tert-butyl-p-cresol), ß=14.6, FDR-p=9.6×10-3, chemical). Additionally, in NHW women, 5 mQTLs were associated with 5 metabolites overlapping GWAS loci of MBD. For dense area, these included rs150249911 (levulinate (4-oxovalerate), ß=6.5, FDR-p=2.3×10-7, food component/plant), rs150249911 (N-acetyltyrosine, ß=5.0, FDR-p=3.3×10-4, tyrosine metabolism), rs2042239 (5-acetylamino-6-formylamino-3-methyluracil, ß=1.3, FDR-p=3.3×10-2, xanthine metabolism), and rs833472 (3-hydroxystachydrine, ß=11.0, FDR-p=2.5×10-3, food component/plant). For percent mammographic density, rs61941038 (3-hydroxystachydrine, ß=10.4, FDR-p=7.4×10-3, food component/plant) was associated. For non-dense area, rs78395856 (taurochenodeoxycholic acid 3-sulfate, ß=3.7, FDR-p=3.3×10-2, bile acid metabolism) was associated. Conclusions: Our novel study identified genetic loci associated with metabolites that overlap with established MBD and breast cancer r
{"title":"Abstract PS3-01-09: Associations of genetically predicted metabolites with mammographic breast density and breast cancer risk in premenopausal women","authors":"G. Pourali, L. Lyu, X. Guo, A. Toriola","doi":"10.1158/1557-3265.sabcs25-ps3-01-09","DOIUrl":"https://doi.org/10.1158/1557-3265.sabcs25-ps3-01-09","url":null,"abstract":"Background: Genome-wide association studies (GWAS) have identified genetic loci associated with mammographic breast density (MBD) and breast cancer risk, but the mechanisms underlying these associations remain unclear. Metabolite quantitative trait loci (mQTL) analyses can map genetic loci associated with metabolites, potentially offering insight into mechanisms involved in risk, but there is limited data on how genetically predicted metabolites are associated with MBD and breast cancer risk in premenopausal women. To address this, we performed mQTL analyses in non-Hispanic White (NHW) and non-Hispanic Black (NHB) women and examined their overlap with established GWAS loci for MBD and breast cancer. Methods: Our analysis included 494 NHW and 163 NHB women who had screening mammograms at Washington University in St. Louis. Plasma metabolomic profiling (Metabolon®) identified 1,074 metabolites, and genotyping (Infinium microarray, Illumina) covered 2,028,571 loci. Metabolite data were batch-normalized, metabolites with &gt;10% missingness were excluded, and remaining missing values were imputed. We conducted mQTL mapping using linear regression in PLINK 2.0, stratified by race and adjusted for age, body mass index, alcohol use, oral contraceptive use, and first five genotype principal components. Significant mQTLs (FDR-p&lt;0.05) were compared to GWAS loci for breast cancer, two fine mapping studies, and GWAS of MBD. Results: In NHW women, 30 mQTLs were associated with 54 metabolites overlapping breast cancer GWAS loci. Key pathways included xenobiotics (anti-inflammatory/immunosuppressant drugs, chemicals, tobacco metabolites), lipid (fatty acid, corticosteroid, bile acid metabolism), and amino acid (tryptophan, methionine/cysteine, tyrosine metabolism). In NHB women, 2 mQTLs were associated with 3 metabolites overlapping breast cancer GWAS loci: rs16866849 (diltiazem, ß =0.2, FDR-p=1.6×10-6, cardiovascular drug), and rs9397068 with two metabolites (2-hydroxyibuprofen, ß=5.3, FDR-p=9.6×10-3, analgesics; and 2,2'-methylenebis(6-tert-butyl-p-cresol), ß=14.6, FDR-p=9.6×10-3, chemical). Additionally, in NHW women, 5 mQTLs were associated with 5 metabolites overlapping GWAS loci of MBD. For dense area, these included rs150249911 (levulinate (4-oxovalerate), ß=6.5, FDR-p=2.3×10-7, food component/plant), rs150249911 (N-acetyltyrosine, ß=5.0, FDR-p=3.3×10-4, tyrosine metabolism), rs2042239 (5-acetylamino-6-formylamino-3-methyluracil, ß=1.3, FDR-p=3.3×10-2, xanthine metabolism), and rs833472 (3-hydroxystachydrine, ß=11.0, FDR-p=2.5×10-3, food component/plant). For percent mammographic density, rs61941038 (3-hydroxystachydrine, ß=10.4, FDR-p=7.4×10-3, food component/plant) was associated. For non-dense area, rs78395856 (taurochenodeoxycholic acid 3-sulfate, ß=3.7, FDR-p=3.3×10-2, bile acid metabolism) was associated. Conclusions: Our novel study identified genetic loci associated with metabolites that overlap with established MBD and breast cancer r","PeriodicalId":10279,"journal":{"name":"Clinical Cancer Research","volume":"8 1","pages":""},"PeriodicalIF":11.5,"publicationDate":"2026-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146231086","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-20DOI: 10.1158/1557-3265.sabcs25-ps3-06-16
Y. Xu, D. Ma, X. Wu, Z. Qiu, L. Dai, H. Zhang, S. Zhao, Y. Xiao, Y. Jiang, Z. Shao
Background: Neutrophils are increasingly recognized as a key component of the tumor microenvironment. However, their spatial organization and interactions with other cells remain poorly characterized. The clinical and biological significance of these spatial patterns requires further exploration. Our study aims to identify clinically relevant neutrophil spatial architectures in breast cancer and elucidate their biological underpinnings. Methods: We established a large-scale breast cancer cohort covering all standard therapeutic regimens (adjuvant setting, n = 629; neoadjuvant setting, n = 381), with matched hematoxylin and eosin (H&E)-stained whole slide images (WSIs). We refined an artificial intelligence-based computational pathology framework we had proposed1 to identify neutrophils in WSIs and characterize their spatial patterns (i.e., their spatial relationships with neighboring cell types). Then we studied the correlation between these patterns and patient outcomes. To investigate the biology basis of distinct neutrophil spatial patterns, we performed single-cell spatial transcriptomics profiling (n = 104) and integrative analysis, with functional validation using patient-derived organoids (PDOs). Results: We found neutrophil spatial architectures demonstrated significant prognostic and predictive value, particularly in triple-negative breast cancer (TNBC). Specifically, we identified two clinically relevant patterns in TNBC: (1) Neutrophils in closer proximity to tumor cells predicted improved prognosis, which was validated in independent cohorts. Mechanistically, neutrophils upregulated MHC class I on tumor cells via secreted factors (e.g., TNFα), thereby enhancing CD8+ T cell-mediated recognition and cytotoxicity. This process was further corroborated by evidence from a neutrophil-PDO-CD8+ T cell co-culture system. (2) Neutrophils neighboring immune cells correlated with superior response to neoadjuvant immunotherapy. These neutrophils developed potent antigen-presenting capabilities through concurrent upregulation of MHC class I and II molecules. They primed CD4+ naive T cells and expanded CD8+ effector/memory T cells, thus fostering an immunotherapy-responsive microenvironment. Conclusion: Our study delineates the spatial heterogeneity of neutrophils, mapping their functional plasticity to spatial patterns with clinical relevance. These findings may inform the development of clinically actionable biomarkers for prognosis stratification and treatment response prediction in breast cancer patients. References 1Zhao, S. et al. Single-cell morphological and topological atlas reveals the ecosystem diversity of human breast cancer. Nat Commun 14, 6796, doi:10.1038/s41467-023-42504-y (2023). Citation Format: Y. Xu, D. Ma, X. Wu, Z. Qiu, L. Dai, H. Zhang, S. Zhao, Y. Xiao, Y. Jiang, Z. Shao. Mapping neutrophil architecture with integrative spatial analysis to reveal clinically relevant functional heterogeneity [abstract]. In: Proceedings of
{"title":"Abstract PS3-06-16: Mapping neutrophil architecture with integrative spatial analysis to reveal clinically relevant functional heterogeneity","authors":"Y. Xu, D. Ma, X. Wu, Z. Qiu, L. Dai, H. Zhang, S. Zhao, Y. Xiao, Y. Jiang, Z. Shao","doi":"10.1158/1557-3265.sabcs25-ps3-06-16","DOIUrl":"https://doi.org/10.1158/1557-3265.sabcs25-ps3-06-16","url":null,"abstract":"Background: Neutrophils are increasingly recognized as a key component of the tumor microenvironment. However, their spatial organization and interactions with other cells remain poorly characterized. The clinical and biological significance of these spatial patterns requires further exploration. Our study aims to identify clinically relevant neutrophil spatial architectures in breast cancer and elucidate their biological underpinnings. Methods: We established a large-scale breast cancer cohort covering all standard therapeutic regimens (adjuvant setting, n = 629; neoadjuvant setting, n = 381), with matched hematoxylin and eosin (H&E)-stained whole slide images (WSIs). We refined an artificial intelligence-based computational pathology framework we had proposed1 to identify neutrophils in WSIs and characterize their spatial patterns (i.e., their spatial relationships with neighboring cell types). Then we studied the correlation between these patterns and patient outcomes. To investigate the biology basis of distinct neutrophil spatial patterns, we performed single-cell spatial transcriptomics profiling (n = 104) and integrative analysis, with functional validation using patient-derived organoids (PDOs). Results: We found neutrophil spatial architectures demonstrated significant prognostic and predictive value, particularly in triple-negative breast cancer (TNBC). Specifically, we identified two clinically relevant patterns in TNBC: (1) Neutrophils in closer proximity to tumor cells predicted improved prognosis, which was validated in independent cohorts. Mechanistically, neutrophils upregulated MHC class I on tumor cells via secreted factors (e.g., TNFα), thereby enhancing CD8+ T cell-mediated recognition and cytotoxicity. This process was further corroborated by evidence from a neutrophil-PDO-CD8+ T cell co-culture system. (2) Neutrophils neighboring immune cells correlated with superior response to neoadjuvant immunotherapy. These neutrophils developed potent antigen-presenting capabilities through concurrent upregulation of MHC class I and II molecules. They primed CD4+ naive T cells and expanded CD8+ effector/memory T cells, thus fostering an immunotherapy-responsive microenvironment. Conclusion: Our study delineates the spatial heterogeneity of neutrophils, mapping their functional plasticity to spatial patterns with clinical relevance. These findings may inform the development of clinically actionable biomarkers for prognosis stratification and treatment response prediction in breast cancer patients. References 1Zhao, S. et al. Single-cell morphological and topological atlas reveals the ecosystem diversity of human breast cancer. Nat Commun 14, 6796, doi:10.1038/s41467-023-42504-y (2023). Citation Format: Y. Xu, D. Ma, X. Wu, Z. Qiu, L. Dai, H. Zhang, S. Zhao, Y. Xiao, Y. Jiang, Z. Shao. Mapping neutrophil architecture with integrative spatial analysis to reveal clinically relevant functional heterogeneity [abstract]. In: Proceedings of","PeriodicalId":10279,"journal":{"name":"Clinical Cancer Research","volume":"5 1","pages":""},"PeriodicalIF":11.5,"publicationDate":"2026-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146230760","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-20DOI: 10.1158/1557-3265.sabcs25-ps3-06-15
Y. Yuan, A. Yuan, W. Wang, Z. Hu, C. Zheng, Z. Zheng, W. Liang, Y. Zhang, Y. Pan, C. Zhang
Background: In survival analysis tasks, DeepSurv, DeepHit, etc., are deep learning-based models designed to handle one-dimensional time series data. Their primary objective is to predict an individual's survival probability and its relationship with time. However, traditional one-dimensional data processing methods may overlook certain spatial structural information inherent in the data—a limitation that is particularly significant for specific types of biomedical or clinical data. Therefore, we propose an innovative approach: converting one-dimensional data into grayscale images. This conversion introduces additional spatial features, enabling the model to better capture complex patterns in the data. Our aim is to develop a predictive analysis model for the impact of atmospheric environment on breast cancer prognosis. Methods: This study is a multi-center retrospective cohort study on breast cancer, involving 17,438 breast cancer patients. The endpoint outcome is disease-free survival (DFS). The features include age, gender, HDI, history of malignant tumors, family history of breast cancer, ki67, pathological type, molecular subtype, TNM staging, O3, PM2.5, monthly average precipitation, monthly average wind speed, and monthly average temperature. Firstly, we expand the dimensionality of one-dimensional survival data by mapping it to grayscale images, making it compatible with the input format of convolutional neural networks (CNNs) for processing image data. Through this conversion, we can effectively extract spatial features using convolutional operations, thereby enhancing the model's predictive capability. Subsequently, we develop a CNN-based deep neural network model that incorporates convolutional layers to process these grayscale image data while retaining the core concepts of survival analysis. This model aims to predict an individual's relative risk value by learning deep patterns in the data and can handle prognostic data with high complexity and non-linear relationships. Citation Format: Y. Yuan, A. Yuan, W. Wang, Z. Hu, C. Zheng, Z. Zheng, W. Liang, Y. Zhang, Y. Pan, C. Zhang. A Retrospective Study on a Predictive Model to Probe the Impact of Atmospheric Environment on Breast Cancer Prognosis: A Cohort of 17,438 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): nr PS3-06-15.
{"title":"Abstract PS3-06-15: A Retrospective Study on a Predictive Model to Probe the Impact of Atmospheric Environment on Breast Cancer Prognosis: A Cohort of 17,438 Patients","authors":"Y. Yuan, A. Yuan, W. Wang, Z. Hu, C. Zheng, Z. Zheng, W. Liang, Y. Zhang, Y. Pan, C. Zhang","doi":"10.1158/1557-3265.sabcs25-ps3-06-15","DOIUrl":"https://doi.org/10.1158/1557-3265.sabcs25-ps3-06-15","url":null,"abstract":"Background: In survival analysis tasks, DeepSurv, DeepHit, etc., are deep learning-based models designed to handle one-dimensional time series data. Their primary objective is to predict an individual's survival probability and its relationship with time. However, traditional one-dimensional data processing methods may overlook certain spatial structural information inherent in the data—a limitation that is particularly significant for specific types of biomedical or clinical data. Therefore, we propose an innovative approach: converting one-dimensional data into grayscale images. This conversion introduces additional spatial features, enabling the model to better capture complex patterns in the data. Our aim is to develop a predictive analysis model for the impact of atmospheric environment on breast cancer prognosis. Methods: This study is a multi-center retrospective cohort study on breast cancer, involving 17,438 breast cancer patients. The endpoint outcome is disease-free survival (DFS). The features include age, gender, HDI, history of malignant tumors, family history of breast cancer, ki67, pathological type, molecular subtype, TNM staging, O3, PM2.5, monthly average precipitation, monthly average wind speed, and monthly average temperature. Firstly, we expand the dimensionality of one-dimensional survival data by mapping it to grayscale images, making it compatible with the input format of convolutional neural networks (CNNs) for processing image data. Through this conversion, we can effectively extract spatial features using convolutional operations, thereby enhancing the model's predictive capability. Subsequently, we develop a CNN-based deep neural network model that incorporates convolutional layers to process these grayscale image data while retaining the core concepts of survival analysis. This model aims to predict an individual's relative risk value by learning deep patterns in the data and can handle prognostic data with high complexity and non-linear relationships. Citation Format: Y. Yuan, A. Yuan, W. Wang, Z. Hu, C. Zheng, Z. Zheng, W. Liang, Y. Zhang, Y. Pan, C. Zhang. A Retrospective Study on a Predictive Model to Probe the Impact of Atmospheric Environment on Breast Cancer Prognosis: A Cohort of 17,438 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): nr PS3-06-15.","PeriodicalId":10279,"journal":{"name":"Clinical Cancer Research","volume":"5 1","pages":""},"PeriodicalIF":11.5,"publicationDate":"2026-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146230769","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-20DOI: 10.1158/1557-3265.sabcs25-ps3-07-01
L. Fontannaz, J. Sauser, B. Bisig, N. Dris, A. Kakourou, B. Giacomuzzi-Moore, A. Stravodimou, A. Liapi, C. Perrinjaquet, A. Dolcan, B. Wolf, E. Dubruc, D. Hastir, K. Zaman
Background: Change in Ki67 expression between diagnostic biopsy and surgery of a breast cancer (BC) - the so-called window of opportunity - is commonly used as a surrogate marker of treatment response or to assess endocrine sensitivity as in the WSG-ADAPT HR+/HER2- trial. HRT-HC were shown to increase BC risk and are typically discontinued at BC diagnosis. Whether this withdrawal alone influences Ki67 dynamics remains unclear and may represent a potential confounding factor in the window of opportunity studies. Methods: This retrospective study included 382 female patients (pts) who underwent primary surgery at our breast center over a 4-year period (2020-2023). Clinical and tumor characteristics, including Ki67 levels at biopsy and surgery, were extracted from our institutional database. The primary objective was to compare the change in log Ki67 levels between the initial biopsy and the surgical specimen in pts with vs. without HRT-HC in HR+/HER2- BC (n=308). For this comparison, a linear regression adjusting for log Ki67 level at biopsy, HRT-HC use, age, menopausal status, year, stage, grade, expression levels of progesterone (PgR) and estrogen receptors, and histology was considered using the ratio of geometric means as an estimate of the effect of hormonal treatment. Results: Among patients with HR+/HER2- BC, 38% were premenopausal and 62% postmenopausal. At diagnosis, 27.9% of patients were receiving HRT-HC (39.3% of premenopausal and 20.9% of postmenopausal women). The distribution of Ki67 levels remained stable across the four years of assessment. Ki67 level was significantly correlated with the BC grade (1 vs. 2 vs. 3) and stage (I vs. II-III), at biopsy and at surgery. The correlation with menopausal status was significant only at surgery. No correlation was observed with PgR < vs. > 20%. Median time from biopsy to surgery was 39 days. Ki67 level was 9.2% lower at surgery than at biopsy (p=0.025). There was no significant difference in terms of Ki67 level at biopsy in pts with HRT-HC vs. without. However, the geometric mean of Ki67 at surgery for pts with HRT-HC was 29% lower than for pts without HRT-HC, adjusted for Ki67 level at biopsy (p=0.007). They also had a higher likelihood to present a Ki67 level <10% at surgery (estimate 0.52, p=0.015). This difference stayed significant in multivariable analysis (p<0.001). Conclusion: HR+/HER2- BC pts who interrupt HRT-HC upon BC diagnosis present a statistically significant drop in Ki67 level between diagnostic biopsy and surgery; a change which is not observed in patients HRT-HC naive. A significantly higher proportion of pts with HRT-HC also achieved a Ki67 level below 10% at surgery, a commonly used cutoff for decision. Thus, HRT-HC may act as a confounder factor when administrating a window of opportunity treatment to guide adjuvant systemic treatment or to predict a treatment efficacy based on Ki67 levels. These findings and their potential clinical relevance
背景:Ki67在乳腺癌(BC)诊断活检和手术之间的表达变化——所谓的机会之窗——通常被用作治疗反应的替代标志物或评估内分泌敏感性,如WSG-ADAPT HR+/HER2-试验。HRT-HC显示增加了BC的风险,通常在诊断为BC时停止使用。这种退出是否会单独影响Ki67动力学尚不清楚,并且可能在机会之窗研究中代表潜在的混淆因素。方法:这项回顾性研究纳入了382名女性患者(pts),这些患者在4年(2020-2023年)期间在我们的乳房中心接受了初级手术。临床和肿瘤特征,包括活检和手术时的Ki67水平,从我们的机构数据库中提取。主要目的是比较HR+/HER2- BC患者HRT-HC与未HRT-HC患者初始活检和手术标本之间log Ki67水平的变化(n=308)。为了进行比较,采用线性回归调整活检、HRT-HC使用、年龄、绝经状态、年份、分期、分级、孕激素(PgR)和雌激素受体表达水平以及组织学的对数Ki67水平,使用几何平均比率作为激素治疗效果的估计。结果:在HR+/HER2- BC患者中,38%为绝经前,62%为绝经后。在诊断时,27.9%的患者接受了HRT-HC治疗(绝经前妇女为39.3%,绝经后妇女为20.9%)。Ki67水平的分布在四年的评估中保持稳定。Ki67水平与活检和手术时的BC分级(1 vs. 2 vs. 3)和分期(I vs. II-III)显著相关。与绝经状态的相关性仅在手术时显著。与PgR &;lt;与和gt;20%。从活检到手术的中位时间为39天。手术时Ki67水平比活检时低9.2% (p=0.025)。HRT-HC患者与非HRT-HC患者活检时Ki67水平无显著差异。然而,经活检Ki67水平调整后,HRT-HC患者手术时Ki67的几何平均值比未HRT-HC患者低29% (p=0.007)。他们也更有可能出现Ki67水平。10%在手术中(估计0.52,p=0.015)。在多变量分析中,这一差异仍然显著(p<0.001)。结论:在诊断为BC后中断HRT-HC的HR+/HER2- BC患者在诊断活检和手术期间Ki67水平有统计学意义的下降;这种变化在HRT-HC初始患者中未观察到。HRT-HC患者在手术时Ki67水平低于10%的比例也明显更高,这是一个常用的决策截止点。因此,HRT-HC在指导辅助全身治疗或基于Ki67水平预测治疗效果时,可能是一个混杂因素。这些发现及其潜在的临床相关性值得在更大的多中心队列中验证。引用格式:L. Fontannaz, J. Sauser, B. Bisig, N. Dris, A. Kakourou, B. giacomzzi - moore, A. Stravodimou, A. Liapi, C. Perrinjaquet, A. Dolcan, B. Wolf, E. Dubruc, D. Hastir, K. Zaman。诊断活检和手术之间的Ki67变化:激素替代治疗或避孕(HRT-HC)停药对乳腺癌诊断的影响[摘要]。摘自:《2025年圣安东尼奥乳腺癌研讨会论文集》;2025年12月9-12日;费城(PA): AACR;临床癌症杂志2026;32(4增刊):nr PS3-07-01。
{"title":"Abstract PS3-07-01: Ki67 change between diagnostic biopsy and surgery: impact of hormonal replacement therapy or contraception (HRT-HC) withdrawal at breast cancer diagnosis","authors":"L. Fontannaz, J. Sauser, B. Bisig, N. Dris, A. Kakourou, B. Giacomuzzi-Moore, A. Stravodimou, A. Liapi, C. Perrinjaquet, A. Dolcan, B. Wolf, E. Dubruc, D. Hastir, K. Zaman","doi":"10.1158/1557-3265.sabcs25-ps3-07-01","DOIUrl":"https://doi.org/10.1158/1557-3265.sabcs25-ps3-07-01","url":null,"abstract":"Background: Change in Ki67 expression between diagnostic biopsy and surgery of a breast cancer (BC) - the so-called window of opportunity - is commonly used as a surrogate marker of treatment response or to assess endocrine sensitivity as in the WSG-ADAPT HR+/HER2- trial. HRT-HC were shown to increase BC risk and are typically discontinued at BC diagnosis. Whether this withdrawal alone influences Ki67 dynamics remains unclear and may represent a potential confounding factor in the window of opportunity studies. Methods: This retrospective study included 382 female patients (pts) who underwent primary surgery at our breast center over a 4-year period (2020-2023). Clinical and tumor characteristics, including Ki67 levels at biopsy and surgery, were extracted from our institutional database. The primary objective was to compare the change in log Ki67 levels between the initial biopsy and the surgical specimen in pts with vs. without HRT-HC in HR+/HER2- BC (n=308). For this comparison, a linear regression adjusting for log Ki67 level at biopsy, HRT-HC use, age, menopausal status, year, stage, grade, expression levels of progesterone (PgR) and estrogen receptors, and histology was considered using the ratio of geometric means as an estimate of the effect of hormonal treatment. Results: Among patients with HR+/HER2- BC, 38% were premenopausal and 62% postmenopausal. At diagnosis, 27.9% of patients were receiving HRT-HC (39.3% of premenopausal and 20.9% of postmenopausal women). The distribution of Ki67 levels remained stable across the four years of assessment. Ki67 level was significantly correlated with the BC grade (1 vs. 2 vs. 3) and stage (I vs. II-III), at biopsy and at surgery. The correlation with menopausal status was significant only at surgery. No correlation was observed with PgR &lt; vs. &gt; 20%. Median time from biopsy to surgery was 39 days. Ki67 level was 9.2% lower at surgery than at biopsy (p=0.025). There was no significant difference in terms of Ki67 level at biopsy in pts with HRT-HC vs. without. However, the geometric mean of Ki67 at surgery for pts with HRT-HC was 29% lower than for pts without HRT-HC, adjusted for Ki67 level at biopsy (p=0.007). They also had a higher likelihood to present a Ki67 level &lt;10% at surgery (estimate 0.52, p=0.015). This difference stayed significant in multivariable analysis (p&lt;0.001). Conclusion: HR+/HER2- BC pts who interrupt HRT-HC upon BC diagnosis present a statistically significant drop in Ki67 level between diagnostic biopsy and surgery; a change which is not observed in patients HRT-HC naive. A significantly higher proportion of pts with HRT-HC also achieved a Ki67 level below 10% at surgery, a commonly used cutoff for decision. Thus, HRT-HC may act as a confounder factor when administrating a window of opportunity treatment to guide adjuvant systemic treatment or to predict a treatment efficacy based on Ki67 levels. These findings and their potential clinical relevance","PeriodicalId":10279,"journal":{"name":"Clinical Cancer Research","volume":"10 1","pages":""},"PeriodicalIF":11.5,"publicationDate":"2026-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146230798","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-20DOI: 10.1158/1557-3265.sabcs25-ps1-04-17
H. S. Rugo, M. Chase, M. Rutt, M. Smith, S. Weldon, E. Pain, G. Vadnerkar, T. Sen, S. Padhi, N. Nadimpalli, L. Santarsiero, C. Auld, N. Harbeck, A. B. Chagpar
Background: While most new HR+/HER2− BC cases are diagnosed (dx) as early BC (EBC), recurrences are an urgent concern as approximately 50% of recurrences occur in ≤5 years despite standard-of-care endocrine therapy and this risk can persist for decades after dx. Little has been published on the awareness and understanding of BC ROR from the pt and caregiver perspective and how this may influence shared decision-making and quality of life (QoL). Here, we present the results of an online survey of pts and subsequent social media analysis (SMA) of pts and caregivers including important insights on ROR. Methods: Female pts from France, Germany, Italy, the UK, and the US were invited to participate in a survey developed with input from medical experts and pt advocates on the Carenity platform, an online pt community, between Dec 1, 2021 and Jan 24, 2022; results from the US are presented. Additionally, deidentified data from publicly available posts by US pts and caregivers on social media sites, forums, and blogs between Apr 1, 2023 and Mar 31, 2025 were analyzed using the Sprinklr social media aggregator. Results: Of 220 US pts who responded to the Carenity survey, 57 (26%) reported being dx with HR+/HER2− BC, 39% with HER2+, and 22% with triple negative BC (TNBC). Among pts with HR+/HER2− BC, 38 pts (67%) were initially dx with EBC (stage I-III); of those, 11 pts (29%) recurred as metastatic BC (MBC). In the SMA, a screen of 3440 posts found 1622 relevant to EBC and ROR; 82% of conversations were driven by pts. In the Carenity survey, many pts initially dx with HR+/HER2− EBC wished they had received more relevant information on chances/duration of survival (32%) or emotional support options (26%) from their healthcare provider (HCP) at the time of dx, some of whom indicated they received no information at dx (chances/duration of survival: 22%; emotional support options: 67%). Many pts who reflected back on initial dx and wanted but had not received information on chances/duration of survival (75%) or emotional support options (40%) experienced a metastatic recurrence. This was reinforced by the SMA which identified recurrence rate and peer support as topics pts were seeking more information on. Posts related to ROR highlight pt and caregiver concerns about late recurrences, limited long-term monitoring, and persistent worries about unexpected recurrences. Pts also expressed feelings of being overwhelmed by the fear of BC recurrence. Within the Carenity survey, limiting risk of cancer metastasis and living as long as possible ranked high among treatment (tx) expectations. Similar themes emerged from the SMA, in which ROR was identified as one of the top aspects leading to positive perceptions of available tx. Surveyed pts with HR+/HER2− BC felt they had less access to services and support programs compared to pts with HER2+ or TNBC. In the SMA, pts discussed challenges and stressors associated with the lack of ROR knowledge within their support syst
背景:虽然大多数新的HR+/HER2 - BC病例被诊断为早期BC (EBC),但复发是一个迫切关注的问题,因为尽管进行了标准护理内分泌治疗,但大约50%的复发发生在≤5年,并且这种风险可能在dx后持续数十年。从患者和照护者的角度对BC ROR的认识和理解以及这如何影响共同决策和生活质量(QoL)的研究很少。在这里,我们展示了对患者的在线调查结果,以及随后对患者和护理人员的社会媒体分析(SMA),包括对ROR的重要见解。方法:在2021年12月1日至2022年1月24日期间,来自法国、德国、意大利、英国和美国的女性患者被邀请参加了一项调查,该调查由医学专家和在线pt社区careity平台上的pt倡导者提供意见;介绍了美国的研究结果。此外,2023年4月1日至2025年3月31日期间,美国患者和护理人员在社交媒体网站、论坛和博客上公开发布的未识别数据,使用Sprinklr社交媒体聚合器进行分析。结果:在接受carrenity调查的220名美国患者中,57名(26%)报告为HR+/HER2 - BC, 39%为HER2+, 22%为三阴性BC (TNBC)。在HR+/HER2 - BC患者中,38名患者(67%)最初诊断为EBC (I-III期);其中11例(29%)复发为转移性BC (MBC)。在SMA中,3440个帖子的屏幕发现1622个与EBC和ROR相关;82%的谈话是由pts驱动的。在arenity的调查中,许多最初接受HR+/HER2 - EBC的患者希望他们在接受dx时能从医疗保健提供者(HCP)那里得到更多有关生存机会/持续时间(32%)或情感支持选项(26%)的相关信息,其中一些人表示他们在dx时没有得到任何信息(机会/生存时间:22%;情感支持选项:67%)。许多回想起最初的诊断并希望但没有获得生存机会/持续时间信息(75%)或情感支持选择(40%)的患者经历了转移性复发。SMA将复发率和同伴支持确定为患者寻求更多信息的主题,从而加强了这一点。与ROR相关的帖子强调了患者和护理人员对晚期复发的担忧,有限的长期监测,以及对意外复发的持续担忧。患者也表达了对BC复发的恐惧。在carrenity的调查中,限制癌症转移的风险和尽可能长时间地生活在治疗(tx)期望中名列前茅。SMA中也出现了类似的主题,其中ROR被确定为导致对可用治疗的积极看法的首要方面之一。与HER2+或TNBC患者相比,受访的HR+/HER2 - BC患者认为他们获得服务和支持计划的机会较少。在SMA中,患者讨论了与支持系统中ROR知识缺乏相关的挑战和压力源。结论:患者在对治疗方案进行排序时优先考虑降低ROR,但对ROR缺乏足够的信息和理解。这对于HR+/HER2−EBC患者尤其重要,其风险包括早期和晚期复发,其中大多数是转移性复发。医护人员与患者之间的对话可能很复杂,由于医护人员向单个患者传达ROR的数量、患者健康素养的不同程度以及对患者生活质量的影响,情况进一步复杂化。这些分析揭示了对ROR的更多知识和教育的需求,同时也确保为患者提供支持服务,以帮助解决ROR对患者及其亲人的生活质量的影响,从最初的dx到整个tx,以及以后。引文格式:H. S. Rugo, M. Chase, M. Rutt, M. Smith, S. Weldon, E. Pain, G. Vadnerkar, T. Sen, S. Padhi, N. Nadimpalli, L. Santarsiero, C. Auld, N. Harbeck, A. B. Chagpar。现实世界患者(pt)和护理者在美国乳腺癌(BC)复发风险(ROR)的经历:在线调查和社交媒体分析的结果[摘要]。摘自:《2025年圣安东尼奥乳腺癌研讨会论文集》;2025年12月9-12日;费城(PA): AACR;临床癌症杂志2026;32(4增刊):nr PS1-04-17。
{"title":"Abstract PS1-04-17: Real-world patient (pt) and caregiver experiences with breast cancer (BC) risk of recurrence (ROR) in the US: Results of an Online Survey and Social Media Analysis","authors":"H. S. Rugo, M. Chase, M. Rutt, M. Smith, S. Weldon, E. Pain, G. Vadnerkar, T. Sen, S. Padhi, N. Nadimpalli, L. Santarsiero, C. Auld, N. Harbeck, A. B. Chagpar","doi":"10.1158/1557-3265.sabcs25-ps1-04-17","DOIUrl":"https://doi.org/10.1158/1557-3265.sabcs25-ps1-04-17","url":null,"abstract":"Background: While most new HR+/HER2− BC cases are diagnosed (dx) as early BC (EBC), recurrences are an urgent concern as approximately 50% of recurrences occur in ≤5 years despite standard-of-care endocrine therapy and this risk can persist for decades after dx. Little has been published on the awareness and understanding of BC ROR from the pt and caregiver perspective and how this may influence shared decision-making and quality of life (QoL). Here, we present the results of an online survey of pts and subsequent social media analysis (SMA) of pts and caregivers including important insights on ROR. Methods: Female pts from France, Germany, Italy, the UK, and the US were invited to participate in a survey developed with input from medical experts and pt advocates on the Carenity platform, an online pt community, between Dec 1, 2021 and Jan 24, 2022; results from the US are presented. Additionally, deidentified data from publicly available posts by US pts and caregivers on social media sites, forums, and blogs between Apr 1, 2023 and Mar 31, 2025 were analyzed using the Sprinklr social media aggregator. Results: Of 220 US pts who responded to the Carenity survey, 57 (26%) reported being dx with HR+/HER2− BC, 39% with HER2+, and 22% with triple negative BC (TNBC). Among pts with HR+/HER2− BC, 38 pts (67%) were initially dx with EBC (stage I-III); of those, 11 pts (29%) recurred as metastatic BC (MBC). In the SMA, a screen of 3440 posts found 1622 relevant to EBC and ROR; 82% of conversations were driven by pts. In the Carenity survey, many pts initially dx with HR+/HER2− EBC wished they had received more relevant information on chances/duration of survival (32%) or emotional support options (26%) from their healthcare provider (HCP) at the time of dx, some of whom indicated they received no information at dx (chances/duration of survival: 22%; emotional support options: 67%). Many pts who reflected back on initial dx and wanted but had not received information on chances/duration of survival (75%) or emotional support options (40%) experienced a metastatic recurrence. This was reinforced by the SMA which identified recurrence rate and peer support as topics pts were seeking more information on. Posts related to ROR highlight pt and caregiver concerns about late recurrences, limited long-term monitoring, and persistent worries about unexpected recurrences. Pts also expressed feelings of being overwhelmed by the fear of BC recurrence. Within the Carenity survey, limiting risk of cancer metastasis and living as long as possible ranked high among treatment (tx) expectations. Similar themes emerged from the SMA, in which ROR was identified as one of the top aspects leading to positive perceptions of available tx. Surveyed pts with HR+/HER2− BC felt they had less access to services and support programs compared to pts with HER2+ or TNBC. In the SMA, pts discussed challenges and stressors associated with the lack of ROR knowledge within their support syst","PeriodicalId":10279,"journal":{"name":"Clinical Cancer Research","volume":"7 1","pages":""},"PeriodicalIF":11.5,"publicationDate":"2026-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146231075","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-20DOI: 10.1158/1557-3265.sabcs25-ps2-13-08
C. Geng, L. Zhang, C. Yang, T. Zhou, L. Ma, R. Luo, Z. Song, Y. Qi, J. Yang, X. Wang, J. Han, J. Ma, Z. Zhang, Y. Li, C. Gao, L. Yang, J. Yu
Background: Dalpiciclib, a cyclin-dependent kinase 4/6 (CDK4/6) inhibitor, has shown significant efficacy and a favorable safety profile when combined with endocrine therapy for advanced hormone receptor-positive (HR+)/human epidermal growth factor receptor 2-negative (HER2-) breast cancer. Building on this evidence, the present study evaluated the efficacy and safety of neoadjuvant dalpiciclib plus letrozole compared with standard chemotherapy in patients with high-risk HR+/HER2- early breast cancer. Methods: DARLING-02 was a multicenter, randomized, phase II non-inferiority trial (NCT06107673). Key eligibility criteria included women aged ≥18 years; Eastern Cooperative Oncology Group performance status 0-1; clinical stage T1c-2N1-2 or T3-4N0-2; estrogen receptor (ER) expression ≥50%; HER2- status; and Ki-67 level ≤30%. Patients were randomized 1:1 to receive 24-week treatment. The experimental arm received dalpiciclib 150 mg orally once daily (3 weeks on, 1 week off) plus letrozole 2.5 mg orally once daily. The control arm received epirubicin 100 mg/m2 plus cyclophosphamide 500 mg/m2 intravenously on day 1 every 3 weeks for 4 cycles, followed by docetaxel 100 mg/m2 intravenously on day 1 every 3 weeks for 4 cycles. The primary endpoint was objective response rate (ORR), assessed per Response Evaluation Criteria in Solid Tumors, version 1.1. Results: Between August 2023 and April 2025, 170 patients were screened; 158 met the eligibility criteria and were randomized to the dalpiciclib-letrozole (n = 80) or chemotherapy (n = 78) group. At the data cut-off date (September 17, 2025), 9 patients in the experimental arm and 10 in the control arm were still on neoadjuvant therapy. Among patients with completed short-term efficacy assessment, the ORR was 69.0% (49/71) with dalpiciclib-letrozole and 70.5% (48/68) with chemotherapy; total pathological complete response (tpCR) rate was 5.6% (4/71) and 1.5% (1/68), respectively. The proportion of patients with Preoperative Endocrine Prognostic Index (PEPI) score ≥4 was higher in the chemotherapy group (74.6% [44/59]) than in the dalpiciclib-letrozole group (53.3% [32/60]). Grade ≥3 adverse events were predominantly hematological toxicities and occurred less frequently with dalpiciclib-letrozole than with chemotherapy (decreased white blood cell count: 36.4% [28/77] vs 64.0% [39/61]; decreased neutrophil count: 74.0% [57/77] vs 86.9% [53/61]). Conclusions: These findings support dalpiciclib plus letrozole as a promising neoadjuvant option for patients with high-risk HR+/HER2- early breast cancer and warrant confirmation in phase III trials. Citation Format: C. Geng, L. Zhang, C. Yang, T. Zhou, L. Ma, R. Luo, Z. Song, Y. Qi, J. Yang, X. Wang, J. Han, J. Ma, Z. Zhang, Y. Li, C. Gao, L. Yang, J. Yu. Neoadjuvant Dalpiciclib Plus Letrozole Versus Standard Chemotherapy in High-Risk HR+/HER2- Negative Breast Cancer (DARLING-02): A Randomized Phase II Trial [abstract]. In: Proceedings of the San Antonio Breast Cance
{"title":"Abstract PS2-13-08: Neoadjuvant Dalpiciclib Plus Letrozole Versus Standard Chemotherapy in High-Risk HR+/HER2- Negative Breast Cancer (DARLING-02): A Randomized Phase II Trial","authors":"C. Geng, L. Zhang, C. Yang, T. Zhou, L. Ma, R. Luo, Z. Song, Y. Qi, J. Yang, X. Wang, J. Han, J. Ma, Z. Zhang, Y. Li, C. Gao, L. Yang, J. Yu","doi":"10.1158/1557-3265.sabcs25-ps2-13-08","DOIUrl":"https://doi.org/10.1158/1557-3265.sabcs25-ps2-13-08","url":null,"abstract":"Background: Dalpiciclib, a cyclin-dependent kinase 4/6 (CDK4/6) inhibitor, has shown significant efficacy and a favorable safety profile when combined with endocrine therapy for advanced hormone receptor-positive (HR+)/human epidermal growth factor receptor 2-negative (HER2-) breast cancer. Building on this evidence, the present study evaluated the efficacy and safety of neoadjuvant dalpiciclib plus letrozole compared with standard chemotherapy in patients with high-risk HR+/HER2- early breast cancer. Methods: DARLING-02 was a multicenter, randomized, phase II non-inferiority trial (NCT06107673). Key eligibility criteria included women aged ≥18 years; Eastern Cooperative Oncology Group performance status 0-1; clinical stage T1c-2N1-2 or T3-4N0-2; estrogen receptor (ER) expression ≥50%; HER2- status; and Ki-67 level ≤30%. Patients were randomized 1:1 to receive 24-week treatment. The experimental arm received dalpiciclib 150 mg orally once daily (3 weeks on, 1 week off) plus letrozole 2.5 mg orally once daily. The control arm received epirubicin 100 mg/m2 plus cyclophosphamide 500 mg/m2 intravenously on day 1 every 3 weeks for 4 cycles, followed by docetaxel 100 mg/m2 intravenously on day 1 every 3 weeks for 4 cycles. The primary endpoint was objective response rate (ORR), assessed per Response Evaluation Criteria in Solid Tumors, version 1.1. Results: Between August 2023 and April 2025, 170 patients were screened; 158 met the eligibility criteria and were randomized to the dalpiciclib-letrozole (n = 80) or chemotherapy (n = 78) group. At the data cut-off date (September 17, 2025), 9 patients in the experimental arm and 10 in the control arm were still on neoadjuvant therapy. Among patients with completed short-term efficacy assessment, the ORR was 69.0% (49/71) with dalpiciclib-letrozole and 70.5% (48/68) with chemotherapy; total pathological complete response (tpCR) rate was 5.6% (4/71) and 1.5% (1/68), respectively. The proportion of patients with Preoperative Endocrine Prognostic Index (PEPI) score ≥4 was higher in the chemotherapy group (74.6% [44/59]) than in the dalpiciclib-letrozole group (53.3% [32/60]). Grade ≥3 adverse events were predominantly hematological toxicities and occurred less frequently with dalpiciclib-letrozole than with chemotherapy (decreased white blood cell count: 36.4% [28/77] vs 64.0% [39/61]; decreased neutrophil count: 74.0% [57/77] vs 86.9% [53/61]). Conclusions: These findings support dalpiciclib plus letrozole as a promising neoadjuvant option for patients with high-risk HR+/HER2- early breast cancer and warrant confirmation in phase III trials. Citation Format: C. Geng, L. Zhang, C. Yang, T. Zhou, L. Ma, R. Luo, Z. Song, Y. Qi, J. Yang, X. Wang, J. Han, J. Ma, Z. Zhang, Y. Li, C. Gao, L. Yang, J. Yu. Neoadjuvant Dalpiciclib Plus Letrozole Versus Standard Chemotherapy in High-Risk HR+/HER2- Negative Breast Cancer (DARLING-02): A Randomized Phase II Trial [abstract]. In: Proceedings of the San Antonio Breast Cance","PeriodicalId":10279,"journal":{"name":"Clinical Cancer Research","volume":"30 1","pages":""},"PeriodicalIF":11.5,"publicationDate":"2026-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146231104","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-20DOI: 10.1158/1557-3265.sabcs25-ps2-09-30
M. Mughees, R. Pathania, N. Fowlkes, J. Wang, S. Krishnamurthy, S. Damodaran, W. Woodward, K. Hunt, A. Sahin, K. Dalby, B. Chandra
Background Patients with highly aggressive breast cancers, such as triple-negative breast cancer (TNBC) and inflammatory breast cancer (IBC)—face clinical challenges, due to advanced stage at diagnosis, high risk for development of metastasis, and limited treatment options. Therefore, the development of novel treatment strategies is an urgent unmet need. We previously demonstrated that MELK is highly expressed in TNBC and IBC, and plays a key role in promoting stemness, epithelial-mesenchymal transition (EMT), and metastasis in a xenograft model. The inhibition of MELK reduced fibronectin (FN1) expression in vitro and in a xenograft mouse model, impairing the formation of extracellular fibronectin fibrils and ultimately decreasing cancer cell motility in TNBC/IBC cells. In the current study, we extended our investigation to patient samples to assess MELK expression, EMT markers, and macrophage infiltration in the tumor microenvironment. Additionally, to support clinical translation, we evaluated the efficacy of MELK inhibitors in combination with standard-of-care agents—paclitaxel (PT) and eribulin (ERB) in TNBC/IBC xenograft models. Materials and Methods We evaluated the efficacy and toxicity of MELK-inhibitors (MELK-In-17, MELK-In-30e, and OTS167), alone or in combination with paclitaxel or eribulin, using the 4T1(TNBC) and SUM149 (TN-IBC) mouse models. The multiplex immunofluorescence (mIF) staining was performed on tissue microarrays from 179-TNBC and 278-invasive breast cancer samples from the MD Anderson Breast Tumor Tissue Bank. The panel of markers included MELK, N-cadherin, E-cadherin, vimentin, fibronectin, PANCK, arginase1, CD163, IBA-1, CD206, and PD-L1. Results In the 4T1 model, MELK inhibitors alone or in combination with paclitaxel significantly reduced tumor growth compared to vehicle. MELK-In-30e was more effective than OTS167, though no synergistic effect was observed with paclitaxel combinations. All treatment groups showed reduction in FN1 and Ki67expression, with the greatest decrease in 30e and 30e+paclitaxel groups. In the SUM149 tumor model, treatment with 30e plus eribulin resulted in significantly greater tumor suppression compared to 30e alone (p = 0.02), while 30e plus paclitaxel did not demonstrate synergy. OTS167 showed modest tumor growth inhibition as a monotherapy and in combination with paclitaxel or eribulin showed limited effect. Survival was improved with 30e+paclitaxel and 30e+eribulin combinations. Ki-67 expression was reduced across all treatment groups, with the most substantial decrease in the 30e+eribulin group. 30e alone or 30e+eribulin also led to decreased expression of MELK, FN1, and vimentin. No significant toxicity was observed in the monotherapy or combination treatments. mIF staining of patient tissues revealed variable expression of MELK and EMT markers, with consistent moderate to high PDL1 expression and frequent infiltration of macrophages exhibiting immunosuppressive “M2”-like phenotypes fre
高侵袭性乳腺癌,如三阴性乳腺癌(TNBC)和炎症性乳腺癌(IBC),由于诊断阶段较晚,转移风险高,治疗选择有限,患者面临临床挑战。因此,开发新的治疗策略是一个迫切的未满足的需求。我们之前证明MELK在TNBC和IBC中高表达,并在异种移植模型中促进干细胞、上皮-间质转化(EMT)和转移中起关键作用。在体外和异种移植小鼠模型中,MELK的抑制降低了纤维连接蛋白(FN1)的表达,损害了细胞外纤维连接蛋白原纤维的形成,最终降低了TNBC/IBC细胞的癌细胞运动。在本研究中,我们将研究扩展到患者样本,以评估肿瘤微环境中MELK表达、EMT标志物和巨噬细胞浸润情况。此外,为了支持临床转化,我们评估了MELK抑制剂与标准治疗药物紫杉醇(PT)和伊瑞布林(ERB)在TNBC/IBC异种移植模型中的疗效。材料和方法采用4T1(TNBC)和SUM149 (TN-IBC)小鼠模型,评估melk -抑制剂(MELK-In-17、MELK-In-30e和OTS167)单独或与紫杉醇或伊瑞布林联合使用的疗效和毒性。对来自MD安德森乳腺肿瘤组织库的179-TNBC和278例浸润性乳腺癌样本的组织微阵列进行多重免疫荧光(mIF)染色。标记物包括MELK、N-cadherin、E-cadherin、vimentin、纤维连接蛋白、PANCK、精氨酸酶1、CD163、IBA-1、CD206和PD-L1。结果在4T1模型中,与对照药相比,MELK抑制剂单独使用或与紫杉醇联合使用可显著降低肿瘤生长。MELK-In-30e比OTS167更有效,但与紫杉醇联合治疗未观察到协同作用。各治疗组FN1和ki67表达均降低,以30e和30e+紫杉醇组降低幅度最大。在SUM149肿瘤模型中,与单独使用30e相比,30e联合伊瑞布林治疗的肿瘤抑制效果显著增强(p = 0.02),而30e联合紫杉醇没有表现出协同作用。OTS167作为单一疗法显示出适度的肿瘤生长抑制,与紫杉醇或艾瑞布林联合治疗显示出有限的效果。30e+紫杉醇和30e+伊瑞布林联合用药可提高生存率。Ki-67的表达在所有治疗组均有所降低,其中30e+埃瑞布林组的降低幅度最大。30e单独或30e+eribulin也导致MELK、FN1和vimentin的表达降低。单药或联合治疗均未见明显毒性。患者组织的mIF染色显示MELK和EMT标志物的表达变化,PDL1持续中高表达,巨噬细胞频繁浸润,经常出现免疫抑制的“M2”样表型。结论及未来方向MELK-In-30e联合伊瑞布林可显著抑制肿瘤生长,抑制EMT和增殖标志物。患者样本的mIF分析显示肿瘤微环境富集PD-L1表达和M2巨噬细胞,提示免疫逃避机制。这些发现为进一步研究以melk为靶点的联合疗法以增强现有疗法和免疫激活在侵袭性癌症中的疗效提供了理论依据。我们计划基于患者样本的mIF分析来评估MELK、EMT和免疫标记物的预后价值。引用格式:M. Mughees, R. Pathania, N. Fowlkes, J. Wang, S. Krishnamurthy, S. Damodaran, W. Woodward, K. Hunt, A. Sahin, K. Dalby, B. Chandra。在三阴性炎性乳腺癌异种移植模型中,一种新型MELK抑制剂与标准护理治疗相结合可使肿瘤消退并提高生存率[摘要]。摘自:《2025年圣安东尼奥乳腺癌研讨会论文集》;2025年12月9-12日;费城(PA): AACR;临床癌症杂志2026;32(4增刊):nr PS2-09-30。
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Pub Date : 2026-02-20DOI: 10.1158/1557-3265.sabcs25-ps5-10-22
J. Chi, F. Wang, Y. Zong, M. Pennell, M. Yu, V. Nair, A. Vasbinder, D. Lane, A. Shadyab, C. Valencia, N. Saquib, J. Wactawski-Wende, P. Richey, M. Skiba, M. Simon
Allostatic Load and Risk of Obesity-Related and Total Cancer in Postmenopausal Women: Insights from the Women’s Health InitiativeBackground: Allostatic load (AL), a composite biomarker of physiological stress, has been associated with chronic disease, but its relationship with cancer—particularly obesity-related cancers—remains understudied in large, diverse populations. In this analysis, we investigated the association between baseline AL and the incidence of obesity-related cancers and total cancer risk, among postmenopausal women in the Women’s Health Initiative (WHI). Methods: Among 161,805 WHI participants, we identified a final cohort of 28,102 women with information on AL after excluding individuals with delayed biomarker collection, or prior cancer diagnosis. AL was calculated using eight biomarkers (pulse, systolic and diastolic blood pressure, body mass index (BMI), waist circumference, C-reactive protein (CRP), fasting glucose, and total cholesterol). Participants were stratified into tertiles of AL (low: 0–2, medium: 3–5, and high: 6–8). Cox proportional hazards and Fine-Gray models were used to assess associations between AL and incident cancers, separately looking at the risk of 13 obesity related cancers and total cancer risk, and adjusting for sociodemographic, behavioral, and reproductive factors. Results: Over median follow up of 18. 64 years, 14.1% of participants developed obesity-related cancers and 22.3% developed any cancer. In fully adjusted models, women in the highest AL tertile at WHI enrollment had significantly elevated risk of obesity-related cancer compared to the lowest tertile (HR 1.20; 95% CI: 1.01–1.42; p=0.044). A 1-point increase in AL score was associated with a 4% higher risk (HR 1.04; 95% CI: 1.00–1.07; p=0.028). Total cancer risk did not increase significantly with higher AL score (HR for high vs. low: 1.07; 95% CI: 0.92–1.24; p=0.388; per point: HR 1.02; 95% CI: 1.00–1.05; p=0.079). These associations did not differ significantly by race, ethnicity or income. Conclusions: Elevated allostatic load is independently associated with increased risk of obesity-related cancer among postmenopausal women in the WHI. These findings highlight the potential role of cumulative physiological stress in in cancer risk beyond obesity alone and suggest that AL may be a valuable biomarker incorporating social and metabolic stressors for cancer risk stratification in older women. Citation Format: J. Chi, F. Wang, Y. Zong, M. Pennell, M. Yu, V. Nair, A. Vasbinder, D. Lane, A. Shadyab, C. Valencia, N. Saquib, J. Wactawski-Wende, P. Richey, M. Skiba, M. Simon. Allostatic Load and Risk of Obesity Related and Total Cancer in Postmenopausal Women [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): nr PS5-10-22.
背景:适应负荷(AL)是一种生理应激的复合生物标志物,与慢性疾病有关,但其与癌症(尤其是与肥胖相关的癌症)的关系在大量不同人群中仍未得到充分研究。在这项分析中,我们调查了妇女健康倡议(WHI)中绝经后妇女的基线AL与肥胖相关癌症发病率和总癌症风险之间的关系。方法:在161,805名WHI参与者中,我们确定了一个最终队列,包括28,102名具有AL信息的女性,排除了生物标志物收集延迟或既往癌症诊断的个体。AL采用8种生物标志物(脉搏、收缩压和舒张压、体重指数(BMI)、腰围、c反应蛋白(CRP)、空腹血糖和总胆固醇)计算。参与者被分层成AL的三分位数(低:0-2,中:3-5,高:6-8)。Cox比例风险和Fine-Gray模型用于评估AL与癌症发生率之间的关系,分别观察13种肥胖相关癌症的风险和总癌症风险,并对社会人口、行为和生殖因素进行调整。结果:中位随访18例。64岁时,14.1%的参与者患上了与肥胖有关的癌症,22.3%患上了任何癌症。在完全调整后的模型中,在WHI入组时,AL值最高的女性患肥胖相关癌症的风险明显高于AL值最低的女性(HR 1.20; 95% CI: 1.01-1.42; p=0.044)。AL评分每增加1分,风险增加4% (HR 1.04; 95% CI: 1.00-1.07; p=0.028)。AL评分越高,总癌症风险没有显著增加(高危险度比低:1.07;95% CI: 0.92-1.24; p=0.388;每分危险度比1.02;95% CI: 1.00-1.05; p=0.079)。这些关联在种族、民族或收入方面没有显著差异。结论:WHI中绝经后妇女适应负荷升高与肥胖相关癌症风险增加独立相关。这些发现强调了累积生理压力在癌症风险中的潜在作用,而不仅仅是肥胖,并表明AL可能是老年妇女癌症风险分层的有价值的生物标志物,结合了社会和代谢压力因素。引用格式:J. Chi, F. Wang, Y. Zong, M. Pennell, M. Yu, V. Nair, A. Vasbinder, D. Lane, A. Shadyab, C. Valencia, N. Saquib, J. Wactawski-Wende, P. Richey, M. Skiba, M. Simon。绝经后妇女的适应负荷与肥胖相关和总癌症的风险[摘要]。摘自:《2025年圣安东尼奥乳腺癌研讨会论文集》;2025年12月9-12日;费城(PA): AACR;临床癌症杂志2026;32(4增刊):nr PS5-10-22。
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Pub Date : 2026-02-20DOI: 10.1158/1557-3265.sabcs25-ps3-01-04
H. Chiang, R. Araya, L. Qi, H. Arestake, S. Martinez, A. Sanchez, I. Kalia, Y. Hu, A. Horvath, R. Li
Women harboring germline mutations in BRCA1 have an approximately 80% lifetime risk of developing breast cancer. Extensive research on the breast epithelium, the cell of origin for BRCA1-related tumors, has shed light on the molecular functions of BRCA1 in tumor suppression. However, all somatic cells in a germline BRCA1 mutation carrier contain the same mutant allele, yet it remains unclear whether BRCA1 heterozygosity in stromal compartments could also contributes to the increased risk of BRCA1-associated cancer. To determine the impact of BRCA1 heterozygosity on T cells at the transcriptional and functional levels, we first investigated a cohort of T cells isolated from healthy individuals who are BRCA1 mutation carriers (BRCA1 mut/+ ) and non-carriers, using single cell RNA sequencing (scRNA-seq) and high-parametric spectral flow cytometry. Single-cell transcriptomic analysis revealed a significant enrichment of a gamma-delta (γδ) T cell subpopulation in BRCA1 mut/+ samples. A similar trend, albeit not statistically significant, was observed for a SOX4high T cell subpopulation. Functionally, BRCA1 mut/+ T cells exhibited a delayed response to CD3/CD28 costimulation and showed an enrichment of naïve cells in the CD4 compartment. In addition, the production of cytokine IL-17 is significantly reduced in BRCA1 mut/+ T cells after 24 hours of activation. To determine a causal effect of T-cell BRCA1 heterozygosity on tumorigenesis, we next deleted one allele Brca1 in mouse T lymphocytes. Implanted mammary tumors grew more robustly in T cell-specific Brca1 -/+ mice than their Brca +/+ counterparts, supporting the notion that Brca1 heterozygosity in mouse T lymphocytes compromises the antitumor immunity. Furthermore, mechanistic studies indicate that BRCA1 regulates T cell-related gene expression in conjunction with other transcriptional coregulators. In summary, our data from clinical samples and preclinical models suggest that the heterozygous BRCA1 mutation status leads to T cell-intrinsic functional alterations and compromised antitumor immunity. We propose that germline BRCA1 mutations exert a “double whammy” effect—contributing to elevated cancer risk through their presence in both the cell of origin and the surrounding stromal compartments. Citation Format: H. Chiang, R. Araya, L. Qi, H. Arestake, S. Martinez, A. Sanchez, I. Kalia, Y. Hu, A. Horvath, R. Li. Single-cell transcriptomic and phenotypic profiling reveals T cell dysfunction in cancer-free BRCA1 germline mutation carriers [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): nr PS3-01-04.
携带BRCA1种系突变的女性一生中患乳腺癌的风险约为80%。乳腺上皮是BRCA1相关肿瘤的起源细胞,对乳腺上皮的广泛研究揭示了BRCA1在肿瘤抑制中的分子功能。然而,生殖系BRCA1突变携带者的所有体细胞都含有相同的突变等位基因,但基质室中BRCA1的杂合性是否也可能导致BRCA1相关癌症的风险增加尚不清楚。为了确定BRCA1杂合性在转录和功能水平上对T细胞的影响,我们首先使用单细胞RNA测序(scRNA-seq)和高参数光谱流式细胞术研究了从BRCA1突变携带者(BRCA1 mut/+)和非携带者的健康个体中分离的一组T细胞。单细胞转录组学分析显示,在BRCA1 mut/+样本中,γδ (γδ) T细胞亚群显著富集。在sox4高T细胞亚群中观察到类似的趋势,尽管没有统计学意义。在功能上,BRCA1 mut/+ T细胞对CD3/CD28共刺激表现出延迟反应,并在CD4细胞室中显示naïve细胞的富集。此外,激活BRCA1 mut/+ T细胞24小时后,细胞因子IL-17的产生显著降低。为了确定T细胞BRCA1杂合性对肿瘤发生的因果影响,我们接下来删除了小鼠T淋巴细胞中的一个等位基因BRCA1。植入乳腺肿瘤在T细胞特异性Brca1 -/+小鼠中比在Brca +/+小鼠中生长得更强,这支持了小鼠T淋巴细胞中Brca1杂合性损害抗肿瘤免疫的观点。此外,机制研究表明,BRCA1与其他转录共调节因子一起调节T细胞相关基因的表达。总之,我们来自临床样本和临床前模型的数据表明,杂合BRCA1突变状态导致T细胞内在功能改变和抗肿瘤免疫功能受损。我们认为,种系BRCA1突变发挥了“双重打击”效应——通过它们同时存在于起源细胞和周围的间质室中,导致癌症风险升高。引用格式:H. Chiang, R. Araya, L. Qi, H. Arestake, S. Martinez, A. Sanchez, I. Kalia, Y. Hu, A. Horvath, R. Li。单细胞转录组和表型分析揭示了无癌BRCA1种系突变携带者的T细胞功能障碍[摘要]。摘自:《2025年圣安东尼奥乳腺癌研讨会论文集》;2025年12月9-12日;费城(PA): AACR;临床癌症杂志2026;32(4增刊):nr PS3-01-04。
{"title":"Abstract PS3-01-04: Single-cell transcriptomic and phenotypic profiling reveals T cell dysfunction in cancer-free BRCA1 germline mutation carriers","authors":"H. Chiang, R. Araya, L. Qi, H. Arestake, S. Martinez, A. Sanchez, I. Kalia, Y. Hu, A. Horvath, R. Li","doi":"10.1158/1557-3265.sabcs25-ps3-01-04","DOIUrl":"https://doi.org/10.1158/1557-3265.sabcs25-ps3-01-04","url":null,"abstract":"Women harboring germline mutations in BRCA1 have an approximately 80% lifetime risk of developing breast cancer. Extensive research on the breast epithelium, the cell of origin for BRCA1-related tumors, has shed light on the molecular functions of BRCA1 in tumor suppression. However, all somatic cells in a germline BRCA1 mutation carrier contain the same mutant allele, yet it remains unclear whether BRCA1 heterozygosity in stromal compartments could also contributes to the increased risk of BRCA1-associated cancer. To determine the impact of BRCA1 heterozygosity on T cells at the transcriptional and functional levels, we first investigated a cohort of T cells isolated from healthy individuals who are BRCA1 mutation carriers (BRCA1 mut/+ ) and non-carriers, using single cell RNA sequencing (scRNA-seq) and high-parametric spectral flow cytometry. Single-cell transcriptomic analysis revealed a significant enrichment of a gamma-delta (γδ) T cell subpopulation in BRCA1 mut/+ samples. A similar trend, albeit not statistically significant, was observed for a SOX4high T cell subpopulation. Functionally, BRCA1 mut/+ T cells exhibited a delayed response to CD3/CD28 costimulation and showed an enrichment of naïve cells in the CD4 compartment. In addition, the production of cytokine IL-17 is significantly reduced in BRCA1 mut/+ T cells after 24 hours of activation. To determine a causal effect of T-cell BRCA1 heterozygosity on tumorigenesis, we next deleted one allele Brca1 in mouse T lymphocytes. Implanted mammary tumors grew more robustly in T cell-specific Brca1 -/+ mice than their Brca +/+ counterparts, supporting the notion that Brca1 heterozygosity in mouse T lymphocytes compromises the antitumor immunity. Furthermore, mechanistic studies indicate that BRCA1 regulates T cell-related gene expression in conjunction with other transcriptional coregulators. In summary, our data from clinical samples and preclinical models suggest that the heterozygous BRCA1 mutation status leads to T cell-intrinsic functional alterations and compromised antitumor immunity. We propose that germline BRCA1 mutations exert a “double whammy” effect—contributing to elevated cancer risk through their presence in both the cell of origin and the surrounding stromal compartments. Citation Format: H. Chiang, R. Araya, L. Qi, H. Arestake, S. Martinez, A. Sanchez, I. Kalia, Y. Hu, A. Horvath, R. Li. Single-cell transcriptomic and phenotypic profiling reveals T cell dysfunction in cancer-free BRCA1 germline mutation carriers [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): nr PS3-01-04.","PeriodicalId":10279,"journal":{"name":"Clinical Cancer Research","volume":"73 1","pages":""},"PeriodicalIF":11.5,"publicationDate":"2026-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146230840","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}