Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Breast Cancer Res. 2024 Jun 17;26(1):102. doi: 10.1186/s13058-024-01839-0.
Early menarche is an established risk factor for breast cancer but its molecular contribution to tumor biology and prognosis remains unclear.
We profiled transcriptome-wide gene expression in breast tumors (N = 846) and tumor-adjacent normal tissues (N = 666) from women in the Nurses' Health Studies (NHS) to investigate whether early menarche (age < 12) is associated with tumor molecular and prognostic features in women with breast cancer. Multivariable linear regression and pathway analyses using competitive gene set enrichment analysis were conducted in both tumor and adjacent-normal tissue and externally validated in TCGA (N = 116). Subgroup analyses stratified on ER-status based on the tumor were also performed. PAM50 signatures were used for tumor molecular subtyping and to generate proliferation and risk of recurrence scores. We created a gene expression score using LASSO regression to capture early menarche based on 28 genes from FDR-significant pathways in breast tumor tissue in NHS and tested its association with 10-year disease-free survival in both NHS (N = 836) and METABRIC (N = 952).
Early menarche was significantly associated with 369 individual genes in adjacent-normal tissues implicated in extracellular matrix, cell adhesion, and invasion (FDR ≤ 0.1). Early menarche was associated with upregulation of cancer hallmark pathways (18 significant pathways in tumor, 23 in tumor-adjacent normal, FDR ≤ 0.1) related to proliferation (e.g. Myc, PI3K/AKT/mTOR, cell cycle), oxidative stress (e.g. oxidative phosphorylation, unfolded protein response), and inflammation (e.g. pro-inflammatory cytokines IFN and IFN ). Replication in TCGA confirmed these trends. Early menarche was associated with significantly higher PAM50 proliferation scores (β = 0.082 [0.02-0.14]), odds of aggressive molecular tumor subtypes (basal-like, OR = 1.84 [1.18-2.85] and HER2-enriched, OR = 2.32 [1.46-3.69]), and PAM50 risk of recurrence score (β = 4.81 [1.71-7.92]). Our NHS-derived early menarche gene expression signature was significantly associated with worse 10-year disease-free survival in METABRIC (N = 952, HR = 1.58 [1.10-2.25]).
Early menarche is associated with more aggressive molecular tumor characteristics and its gene expression signature within tumors is associated with worse 10-year disease-free survival among women with breast cancer. As the age of onset of menarche continues to decline, understanding its relationship to breast tumor characteristics and prognosis may lead to novel secondary prevention strategies.
初潮早是乳腺癌的既定风险因素,但它对肿瘤生物学和预后的分子贡献仍不清楚。
我们对护士健康研究(NHS)中 846 例乳腺癌肿瘤和 666 例肿瘤旁正常组织中的转录组进行了基因表达谱分析,以调查初潮早(年龄<12 岁)是否与乳腺癌女性的肿瘤分子和预后特征相关。使用竞争基因集富集分析(competitive gene set enrichment analysis)在肿瘤和相邻正常组织中进行了多变量线性回归和通路分析,并在 TCGA(N=116)中进行了外部验证。还根据肿瘤的 ER 状态进行了基于亚组的分析。使用 PAM50 特征对肿瘤进行分子亚型分类,并生成增殖和复发风险评分。我们使用 NHS 中肿瘤组织中 FDR 显著的 28 个基因的 LASSO 回归来创建一个基于基因表达的评分,以捕获初潮早,并在 NHS(N=836)和 METABRIC(N=952)中测试其与 10 年无病生存率的相关性。
初潮早与相邻正常组织中 369 个涉及细胞外基质、细胞黏附和侵袭的个体基因显著相关(FDR≤0.1)。初潮早与癌症特征途径的上调有关(肿瘤中有 18 个显著途径,肿瘤旁正常组织中有 23 个,FDR≤0.1),与增殖(如 Myc、PI3K/AKT/mTOR、细胞周期)、氧化应激(如氧化磷酸化、未折叠蛋白反应)和炎症(如促炎细胞因子 IFN 和 IFN)有关。在 TCGA 中的复制证实了这些趋势。初潮早与 PAM50 增殖评分显著升高相关(β=0.082[0.02-0.14])、侵袭性分子肿瘤亚型的几率增加(基底样,OR=1.84[1.18-2.85]和 HER2 富集,OR=2.32[1.46-3.69])和 PAM50 复发风险评分(β=4.81[1.71-7.92])。我们从 NHS 中获得的初潮早基因表达特征与 METABRIC 中较差的 10 年无病生存率显著相关(N=952,HR=1.58[1.10-2.25])。
初潮早与更具侵袭性的肿瘤分子特征相关,其肿瘤内的基因表达特征与乳腺癌女性的 10 年无病生存率较差相关。随着初潮年龄的持续下降,了解其与乳腺癌肿瘤特征和预后的关系可能会导致新的二级预防策略。