Robinson Timothy J, Liveringhouse Casey L, Wilson Christopher, Friedman Sam, Nakashima Justyn, Mills Matthew N, Purcell Jacob D, Figura Nicholas B, Dongliang Du, Thapa Ram, Welsh Eric, Ahmed Kamran A, Grass G Daniel, Fridley Brooke L, Diaz Roberto
Department of Therapeutic Radiology, Yale School of Medicine, New Haven, CT, USA.
Department of Radiation Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA.
Breast Cancer Res. 2025 May 13;27(1):77. doi: 10.1186/s13058-025-01987-x.
Transcriptomic features of breast cancer locoregional recurrence (LRR) remain poorly understood. We therefore sought to investigate transcriptomic features associated with LRR in newly diagnosed invasive breast tumors from our institutional dataset.
Transcriptomic profiling was performed on 632 tumors from consecutive patients treated within our health system for newly diagnosed non-metastatic breast cancer. Univariable Cox models identified genes whose expression was associated with LRR (q-value < 0.05). Up-regulated (UR) genes were defined as hazard ratio (HR) > 1 and down-regulated (DR) genes were defined as HR < 1. Gene set enrichment analyses were performed for UR and DR gene sets and validated within two external cohorts of ER- tumors.
With a median follow-up of 7.6 years, we observed 38 LRRs: 28/481 (5.8%) in ER + and 10/151 (6.6%) in ER-. There were 43 UR and 7 DR genes associated with LRR in ER + tumors, while 417 UR and 1150 DR genes were associated with LRR in ER- tumors. UR genes in ER + tumors were enriched for roles in cell proliferation (q < 0.05). In contrast, LRR in ER- tumors was most strongly associated with DR genes enriched for MHC-II-mediated antigen presentation and T cell activation (q < 0.05). In external cohorts of ER- tumors, 97 significant DR genes (p < 0.05) were enriched for 18 pathways, including 5 pathways involved in MHC-II signaling, antigen presentation and T-cell activation.
Transcriptomic patterns associated with LRR appear distinct between ER + and ER- tumors. In ER + tumors, LRR appears predominantly associated with proliferation, whereas ER- LRR suggests a robust pattern of suppressed antigen presentation via MHC-II.
乳腺癌局部区域复发(LRR)的转录组特征仍了解甚少。因此,我们试图从我们机构的数据集中研究新诊断的浸润性乳腺肿瘤中与LRR相关的转录组特征。
对在我们医疗系统中接受治疗的连续患者的632例新诊断为非转移性乳腺癌的肿瘤进行转录组分析。单变量Cox模型确定其表达与LRR相关的基因(q值<0.05)。上调(UR)基因定义为风险比(HR)>1,下调(DR)基因定义为HR<1。对UR和DR基因集进行基因集富集分析,并在两个ER-肿瘤外部队列中进行验证。
中位随访7.6年,我们观察到38例LRR:ER+肿瘤中28/481例(5.8%),ER-肿瘤中10/151例(6.6%)。ER+肿瘤中有43个UR基因和7个DR基因与LRR相关,而ER-肿瘤中有417个UR基因和1150个DR基因与LRR相关。ER+肿瘤中的UR基因在细胞增殖中富集(q<0.05)。相比之下,ER-肿瘤中的LRR与DR基因最密切相关,这些基因在MHC-II介导的抗原呈递和T细胞活化中富集(q<0.05)。在ER-肿瘤的外部队列中,97个显著的DR基因(p<0.05)在18条通路中富集,包括5条参与MHC-II信号传导、抗原呈递和T细胞活化的通路。
ER+和ER-肿瘤中与LRR相关的转录组模式似乎不同。在ER+肿瘤中,LRR似乎主要与增殖相关,而ER- LRR提示通过MHC-II抑制抗原呈递的强烈模式。