Background: Evidence regarding the aetiology of specific breast cancer subtypes may provide insights into the mechanisms underlying their development, and improve prevention of rarer but more aggressive subtypes. We investigated risk factor associations with surrogate molecular subtypes of breast cancer in a large cohort of UK women.
Methods: In 1.2 million postmenopausal women aged 50-64 recruited into the Million Women Study in 1996-2001, we estimated risks of breast cancer subtypes (defined by oestrogen receptor [ER], progesterone receptor [PR], and human epidermal growth factor receptor 2 [HER2] status) in relation to established risk factors for breast cancer.
Results: Among 1,228,671 eligible women, followed on average for 19.8 (SD 6.5) years, there were 58,134 incident breast cancers with known ER status and 40,627 with known surrogate molecular subtype (based on ER, PR, and HER2 status). Most established risk factors were primarily either positively (age at first birth, age at menopause, BMI, height, alcohol intake, and menopausal hormone therapy use) or inversely (parity) associated with ER+ cancer (p-value for heterogeneity by ER status < = 0.002 in each case). Only prior oral contraceptive (OC) use showed a greater association with ER than with ER+ cancer (p = 0.002). Some additional differences were observed by surrogate molecular subtype including a modest positive association of parity, and inverse association of breastfeeding, with the risk of basal-like cancer.
Conclusions: Most established risk factors for breast cancer are almost exclusively associated with hormone-sensitive cancers but some have definite associations with ER- cancers (prior OC use), or more specifically, with basal-like cancer (parity, breastfeeding).
{"title":"The aetiology of breast cancer subtypes: results from the Million Women Study.","authors":"Gillian Reeves, Kirstin Pirie, Sarah Floud, Judith Black, Krystyna Baker, Toral Gathani","doi":"10.1186/s13058-025-02197-1","DOIUrl":"10.1186/s13058-025-02197-1","url":null,"abstract":"<p><strong>Background: </strong>Evidence regarding the aetiology of specific breast cancer subtypes may provide insights into the mechanisms underlying their development, and improve prevention of rarer but more aggressive subtypes. We investigated risk factor associations with surrogate molecular subtypes of breast cancer in a large cohort of UK women.</p><p><strong>Methods: </strong>In 1.2 million postmenopausal women aged 50-64 recruited into the Million Women Study in 1996-2001, we estimated risks of breast cancer subtypes (defined by oestrogen receptor [ER], progesterone receptor [PR], and human epidermal growth factor receptor 2 [HER2] status) in relation to established risk factors for breast cancer.</p><p><strong>Results: </strong>Among 1,228,671 eligible women, followed on average for 19.8 (SD 6.5) years, there were 58,134 incident breast cancers with known ER status and 40,627 with known surrogate molecular subtype (based on ER, PR, and HER2 status). Most established risk factors were primarily either positively (age at first birth, age at menopause, BMI, height, alcohol intake, and menopausal hormone therapy use) or inversely (parity) associated with ER+ cancer (p-value for heterogeneity by ER status < = 0.002 in each case). Only prior oral contraceptive (OC) use showed a greater association with ER than with ER+ cancer (p = 0.002). Some additional differences were observed by surrogate molecular subtype including a modest positive association of parity, and inverse association of breastfeeding, with the risk of basal-like cancer.</p><p><strong>Conclusions: </strong>Most established risk factors for breast cancer are almost exclusively associated with hormone-sensitive cancers but some have definite associations with ER- cancers (prior OC use), or more specifically, with basal-like cancer (parity, breastfeeding).</p>","PeriodicalId":49227,"journal":{"name":"Breast Cancer Research","volume":" ","pages":"30"},"PeriodicalIF":5.6,"publicationDate":"2025-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12857095/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145851596","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-28DOI: 10.1186/s13058-025-02207-2
Yasmine Khan, Nick Verhaeghe, Chris Monten, Katrien Vanthomme, Sylvie Gadeyne, Brecht Devleesschauwer, Freija Verdoodt, Hanna M Peacock, Delphine De Smedt
{"title":"Subtype-specific health and economic impact of delayed breast cancer diagnosis during the early COVID-19 pandemic in Belgium: a Markov model analysis.","authors":"Yasmine Khan, Nick Verhaeghe, Chris Monten, Katrien Vanthomme, Sylvie Gadeyne, Brecht Devleesschauwer, Freija Verdoodt, Hanna M Peacock, Delphine De Smedt","doi":"10.1186/s13058-025-02207-2","DOIUrl":"10.1186/s13058-025-02207-2","url":null,"abstract":"","PeriodicalId":49227,"journal":{"name":"Breast Cancer Research","volume":" ","pages":"41"},"PeriodicalIF":5.6,"publicationDate":"2025-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12888680/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145851510","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-27DOI: 10.1186/s13058-025-02187-3
Adrien Borgel, Etienne Camenen, Catherine Miquel, Philippe Bertheau, Luis Teixeira, Jacqueline Lehmann-Che
Background: Estrogen receptor-negative breast cancers are clinically heterogeneous. Two subtypes, Luminal Androgen Receptor and Molecular Apocrine Breast Cancers, are both defined by androgen signaling but identified through distinct transcriptomic classifiers. Their relationship remains unclear despite overlapping features.
Methods: We analyzed transcriptomic and genomic data from public and institutional cohorts using two classification systems. Gene set enrichment and immune deconvolution analyses were performed to characterize differences between overlapping and discordant tumors. A four-gene signature was developed and validated using RNA sequencing and RT-qPCR on both fresh-frozen and formalin-fixed samples.
Results: Substantial overlap was observed between the two subtypes, with shared activation of androgen and PI3K/AKT/mTOR signaling pathways. Discordant tumors were enriched in immune and stromal signals. A four-gene signature (AR, FOXA1, SPDEF, TFF3) identified overlapping tumors with high sensitivity and specificity across datasets and remained accurate in RT-qPCR assays on FFPE material.
Conclusion: Luminal Androgen Receptor and Molecular Apocrine Breast Cancers constitute a single molecular entity within estrogen receptor-negative breast cancers. The validated four-gene signature enables robust clinical identification and may guide future therapeutic stratification.
{"title":"Molecular convergence of luminal androgen receptor and molecular apocrine defines a distinct entity in ER-negative breast tumors.","authors":"Adrien Borgel, Etienne Camenen, Catherine Miquel, Philippe Bertheau, Luis Teixeira, Jacqueline Lehmann-Che","doi":"10.1186/s13058-025-02187-3","DOIUrl":"10.1186/s13058-025-02187-3","url":null,"abstract":"<p><strong>Background: </strong>Estrogen receptor-negative breast cancers are clinically heterogeneous. Two subtypes, Luminal Androgen Receptor and Molecular Apocrine Breast Cancers, are both defined by androgen signaling but identified through distinct transcriptomic classifiers. Their relationship remains unclear despite overlapping features.</p><p><strong>Methods: </strong>We analyzed transcriptomic and genomic data from public and institutional cohorts using two classification systems. Gene set enrichment and immune deconvolution analyses were performed to characterize differences between overlapping and discordant tumors. A four-gene signature was developed and validated using RNA sequencing and RT-qPCR on both fresh-frozen and formalin-fixed samples.</p><p><strong>Results: </strong>Substantial overlap was observed between the two subtypes, with shared activation of androgen and PI3K/AKT/mTOR signaling pathways. Discordant tumors were enriched in immune and stromal signals. A four-gene signature (AR, FOXA1, SPDEF, TFF3) identified overlapping tumors with high sensitivity and specificity across datasets and remained accurate in RT-qPCR assays on FFPE material.</p><p><strong>Conclusion: </strong>Luminal Androgen Receptor and Molecular Apocrine Breast Cancers constitute a single molecular entity within estrogen receptor-negative breast cancers. The validated four-gene signature enables robust clinical identification and may guide future therapeutic stratification.</p>","PeriodicalId":49227,"journal":{"name":"Breast Cancer Research","volume":" ","pages":"26"},"PeriodicalIF":5.6,"publicationDate":"2025-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12853821/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145847058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Unleashing the potential role of tumor-associated NK cells as a novel immunotherapeutic target in triple-negative breast cancer.","authors":"Jianyu Pang, Yongzhi Chen, Hui Wang, Yuheng Tang, Qi Qi, Yingjie Sun, Silin Zhong, Shuxiong Luo, Jianglin Wu, Limin Xu, Xuhong Zhou, Wenru Tang","doi":"10.1186/s13058-025-02182-8","DOIUrl":"10.1186/s13058-025-02182-8","url":null,"abstract":"","PeriodicalId":49227,"journal":{"name":"Breast Cancer Research","volume":" ","pages":"11"},"PeriodicalIF":5.6,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12809976/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145844249","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-25DOI: 10.1186/s13058-025-02202-7
Inger T Gram, Song-Yi Park, Lynne R Wilkens, Christopher A Haiman, Anna H Wu, Loïc Le Marchand
{"title":"Childhood exposure to second-hand smoke (SHS) and risk of breast cancer in postmenopausal never smokers: the Multiethnic Cohort (MEC) study.","authors":"Inger T Gram, Song-Yi Park, Lynne R Wilkens, Christopher A Haiman, Anna H Wu, Loïc Le Marchand","doi":"10.1186/s13058-025-02202-7","DOIUrl":"10.1186/s13058-025-02202-7","url":null,"abstract":"","PeriodicalId":49227,"journal":{"name":"Breast Cancer Research","volume":" ","pages":"24"},"PeriodicalIF":5.6,"publicationDate":"2025-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12849113/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145835167","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-24DOI: 10.1186/s13058-025-02208-1
Miguel Castresana-Aguirre, Alexios Matikas, Linda S Lindström, Nicholas P Tobin
{"title":"Computational decoding of cell-cycle phase effects on cancer hallmarks across breast cancer subtypes.","authors":"Miguel Castresana-Aguirre, Alexios Matikas, Linda S Lindström, Nicholas P Tobin","doi":"10.1186/s13058-025-02208-1","DOIUrl":"10.1186/s13058-025-02208-1","url":null,"abstract":"","PeriodicalId":49227,"journal":{"name":"Breast Cancer Research","volume":" ","pages":"19"},"PeriodicalIF":5.6,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12849333/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145828931","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-24DOI: 10.1186/s13058-025-02205-4
Jinyuan Gu, Qi Qi, Xinrui Mao, Rong Cong, Yue Sun, Xinyu Tang, Xiaoxiang Guan, Ji Wang, Muxin Yu, Shui Wang, Hong Pan, Kai Zhang, Wen Qiu, Wei Li, Cong Wang, Wenbin Zhou
{"title":"Integrated transcriptome study reveals a stress response state CD4 +T cells related to immune tolerance in breast cancer.","authors":"Jinyuan Gu, Qi Qi, Xinrui Mao, Rong Cong, Yue Sun, Xinyu Tang, Xiaoxiang Guan, Ji Wang, Muxin Yu, Shui Wang, Hong Pan, Kai Zhang, Wen Qiu, Wei Li, Cong Wang, Wenbin Zhou","doi":"10.1186/s13058-025-02205-4","DOIUrl":"10.1186/s13058-025-02205-4","url":null,"abstract":"","PeriodicalId":49227,"journal":{"name":"Breast Cancer Research","volume":" ","pages":"20"},"PeriodicalIF":5.6,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12849589/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145828961","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-24DOI: 10.1186/s13058-025-02159-7
Nicholas Moir, Dominic A Pearce, Simon P Langdon, T Ian Simpson
{"title":"The significance of molecular heterogeneity in breast cancer batch correction and dataset integration.","authors":"Nicholas Moir, Dominic A Pearce, Simon P Langdon, T Ian Simpson","doi":"10.1186/s13058-025-02159-7","DOIUrl":"10.1186/s13058-025-02159-7","url":null,"abstract":"","PeriodicalId":49227,"journal":{"name":"Breast Cancer Research","volume":"27 1","pages":"219"},"PeriodicalIF":5.6,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12729297/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145828901","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-24DOI: 10.1186/s13058-025-02109-3
Justine Dutheil, Victor Pereira, Cyril Boisson, Laura Mansi, Marie-Justine Paillard, Fernando Bazan, Loic Chaigneau, Erion Dobi, Julien Viot, Guillaume Meynard, Morgan Goujon, Lorraine Dalens, Clément Dubourd, Sophie Marchi, Nathalie Meneveau, Dewi Vernerey, Olivier Adotévi, Aurélia Meurisse, Elsa Curtit
Context and aims: Everolimus was approved in 2012 for the treatment of advanced hormone-receptor-positive, HER2-negative metastatic breast cancer (MBC) in combination with exemestane. Since then, the first line treatment for these cancers has evolved with the development of CDK4/6 inhibitors.
Methods: Patients with histologically proved MBC and who received everolimus between 2012 and 2022 were included in a multicentric retrospective cohort. Prior exposure to CDK4/6 inhibitors was documented. The purpose of the study was to evaluate the efficacy of everolimus plus endocrine therapy in patients previously treated with CDK4/6 inhibitors and to identify factors associated with improved PFS on everolimus. The primary endpoint was PFS. Secondary outcomes included overall survival (OS), factors associated with improved efficacy, and grade III-IV toxicities.
Results: From 2012 to December 30, 2022, 325 patients were included. Of these, 75 patients (23%) had been pretreated by CDK4/6 inhibitors. In the overall population, median PFS was 6.4 months (95% CI, 5.5-7.1), with a median OS of 25 months (95% CI, 21.8-28.1). Among those previously exposed to CDK4/6 inhibitors, median PFS was 5.3 months (95% CI, 4.6-7.1), compared to 6.7 months (95% CI, 5.8-7.6) for those who had not received CDK4/6 inhibitors (p = 0.046) and the median OS was 27.3 months without CDK4/6 inhibitors before everolimus (95% CI, 23.2-30.2) versus 21.8 months (95% CI,18.5-25.5) when pretreated by CDK4/6 inhibitors (p = 0.01). Sixty-eight patients (21%) had a PFS greater than 12 months. Factors associated with an improved PFS were the lack of liver metastases (p < 0.001), no prior exposure to metastatic chemotherapy (p = 0.001), a lower tumor grade (p = 0.005), no prior treatment with CDK4/6 inhibitors (p = 0.006), and a better performance status (p = 0.008). 89 patients (28%) discontinued everolimus due to toxicity rather than disease progression or death and 23 (25%) patients treated with exemestane alone, after everolimus exposure, maintained a stable disease for at least 6 months.
Conclusion: Patients who had prior exposure to CDK4/6 inhibitors experienced a shorter median PFS benefit from everolimus based-treatment compared to those who were CDK4/6 inhibitor-naive. In this study, they also demonstrated shorter OS, likely due to a more pronounced endocrine-resistant profile. Although a reduction in PFS is expected with successive lines of therapy, the use of everolimus after exposure to CDK4/6 inhibitors and aromatase inhibitors remains an option and allows to propose another endocrine-based therapy and to postpone the use of chemotherapy. Managing endocrine resistance remains challenging and further research is needed to identify predictive biomarkers for improved outcomes.
{"title":"Efficacy of everolimus in patients with hormone receptor positive, HER2 negative, metastatic breast cancer pretreated with CDK4/6 inhibitors.","authors":"Justine Dutheil, Victor Pereira, Cyril Boisson, Laura Mansi, Marie-Justine Paillard, Fernando Bazan, Loic Chaigneau, Erion Dobi, Julien Viot, Guillaume Meynard, Morgan Goujon, Lorraine Dalens, Clément Dubourd, Sophie Marchi, Nathalie Meneveau, Dewi Vernerey, Olivier Adotévi, Aurélia Meurisse, Elsa Curtit","doi":"10.1186/s13058-025-02109-3","DOIUrl":"10.1186/s13058-025-02109-3","url":null,"abstract":"<p><strong>Context and aims: </strong>Everolimus was approved in 2012 for the treatment of advanced hormone-receptor-positive, HER2-negative metastatic breast cancer (MBC) in combination with exemestane. Since then, the first line treatment for these cancers has evolved with the development of CDK4/6 inhibitors.</p><p><strong>Methods: </strong>Patients with histologically proved MBC and who received everolimus between 2012 and 2022 were included in a multicentric retrospective cohort. Prior exposure to CDK4/6 inhibitors was documented. The purpose of the study was to evaluate the efficacy of everolimus plus endocrine therapy in patients previously treated with CDK4/6 inhibitors and to identify factors associated with improved PFS on everolimus. The primary endpoint was PFS. Secondary outcomes included overall survival (OS), factors associated with improved efficacy, and grade III-IV toxicities.</p><p><strong>Results: </strong>From 2012 to December 30, 2022, 325 patients were included. Of these, 75 patients (23%) had been pretreated by CDK4/6 inhibitors. In the overall population, median PFS was 6.4 months (95% CI, 5.5-7.1), with a median OS of 25 months (95% CI, 21.8-28.1). Among those previously exposed to CDK4/6 inhibitors, median PFS was 5.3 months (95% CI, 4.6-7.1), compared to 6.7 months (95% CI, 5.8-7.6) for those who had not received CDK4/6 inhibitors (p = 0.046) and the median OS was 27.3 months without CDK4/6 inhibitors before everolimus (95% CI, 23.2-30.2) versus 21.8 months (95% CI,18.5-25.5) when pretreated by CDK4/6 inhibitors (p = 0.01). Sixty-eight patients (21%) had a PFS greater than 12 months. Factors associated with an improved PFS were the lack of liver metastases (p < 0.001), no prior exposure to metastatic chemotherapy (p = 0.001), a lower tumor grade (p = 0.005), no prior treatment with CDK4/6 inhibitors (p = 0.006), and a better performance status (p = 0.008). 89 patients (28%) discontinued everolimus due to toxicity rather than disease progression or death and 23 (25%) patients treated with exemestane alone, after everolimus exposure, maintained a stable disease for at least 6 months.</p><p><strong>Conclusion: </strong>Patients who had prior exposure to CDK4/6 inhibitors experienced a shorter median PFS benefit from everolimus based-treatment compared to those who were CDK4/6 inhibitor-naive. In this study, they also demonstrated shorter OS, likely due to a more pronounced endocrine-resistant profile. Although a reduction in PFS is expected with successive lines of therapy, the use of everolimus after exposure to CDK4/6 inhibitors and aromatase inhibitors remains an option and allows to propose another endocrine-based therapy and to postpone the use of chemotherapy. Managing endocrine resistance remains challenging and further research is needed to identify predictive biomarkers for improved outcomes.</p>","PeriodicalId":49227,"journal":{"name":"Breast Cancer Research","volume":"27 1","pages":"220"},"PeriodicalIF":5.6,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12729565/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145828947","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}