Key Laboratory of Breast Cancer in Shanghai, Department of Breast Surgery, Fudan University Shanghai Cancer Center; Fudan University, Shanghai, 200032, P.R. China.
Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, P.R. China.
Brief Bioinform. 2024 Mar 27;25(3). doi: 10.1093/bib/bbae151.
Breast cancer is a highly heterogeneous disease with varied subtypes, prognoses and therapeutic responsiveness. Human leukocyte antigen class I (HLA-I) shapes the immunity and thereby influences the outcome of breast cancer. However, the implications of HLA-I variations in breast cancer remain poorly understood. In this study, we established a multiomics cohort of 1156 Chinese breast cancer patients for HLA-I investigation. We calculated four important HLA-I indicators in each individual, including HLA-I expression level, somatic HLA-I loss of heterozygosity (LOH), HLA-I evolutionary divergence (HED) and peptide-binding promiscuity (Pr). Then, we evaluated their distribution and prognostic significance in breast cancer subtypes. We found that the four breast cancer subtypes had distinct features of HLA-I indicators. Increased expression of HLA-I and LOH were enriched in triple-negative breast cancer (TNBC), while Pr was relatively higher in hot tumors within TNBCs. In particular, a higher Pr indicated a better prognosis in TNBCs by regulating the infiltration of immune cells and the expression of immune molecules. Using the matched genomic and transcriptomic data, we found that mismatch repair deficiency-related mutational signature and pathways were enriched in low-Pr TNBCs, suggesting that targeting mismatch repair deficiency for synthetic lethality might be promising therapy for these patients. In conclusion, we presented an overview of HLA-I indicators in breast cancer and provided hints for precision treatment for low-Pr TNBCs.
乳腺癌是一种高度异质性疾病,具有不同的亚型、预后和治疗反应。人类白细胞抗原 I 类 (HLA-I) 塑造了免疫,从而影响了乳腺癌的结局。然而,HLA-I 变异在乳腺癌中的意义仍知之甚少。在这项研究中,我们建立了一个包含 1156 名中国乳腺癌患者的多组学队列,用于 HLA-I 研究。我们计算了每个个体的四个重要 HLA-I 指标,包括 HLA-I 表达水平、体细胞 HLA-I 杂合性丢失 (LOH)、HLA-I 进化分歧 (HED) 和肽结合混杂性 (Pr)。然后,我们评估了它们在乳腺癌亚型中的分布和预后意义。我们发现,四种乳腺癌亚型具有不同的 HLA-I 指标特征。HLA-I 的高表达和 LOH 在三阴性乳腺癌 (TNBC) 中更为丰富,而 Pr 在 TNBC 中的热肿瘤中相对较高。特别是,Pr 较高表明通过调节免疫细胞浸润和免疫分子表达,TNBC 的预后更好。利用匹配的基因组和转录组数据,我们发现低 Pr TNBC 中富含错配修复缺陷相关的突变特征和途径,表明针对这些患者的错配修复缺陷进行合成致死可能是一种有前途的治疗方法。总之,我们全面介绍了乳腺癌中的 HLA-I 指标,并为低 Pr TNBC 的精准治疗提供了线索。