Department of Breast Surgery, The Second Hospital of Shandong University, Jinan, 250033, China.
Institute of Translational Medicine of Breast Disease Prevention and Treatment, Shandong University, Jinan, 250033, China.
Genome Med. 2024 Jan 12;16(1):11. doi: 10.1186/s13073-024-01286-8.
Neoadjuvant chemotherapy (NAC) has become a standard treatment strategy for breast cancer (BC). However, owing to the high heterogeneity of these tumors, it is unclear which patient population most likely benefit from NAC. Multi-omics offer an improved approach to uncovering genomic and transcriptomic changes before and after NAC in BC and to identifying molecular features associated with NAC sensitivity.
We performed whole-exome and RNA sequencing on 233 samples (including matched pre- and post-treatment tumors) from 50 BC patients with rigorously defined responses to NAC and analyzed changes in the multi-omics landscape. Molecular features associated with NAC response were identified and validated in a larger internal, and two external validation cohorts, as well as in vitro experiments.
The most frequently altered genes were TP53, TTN, and MUC16 in both pre- and post-treatment tumors. In comparison with pre-treatment tumors, there was a significant decrease in C > A transversion mutations in post-treatment tumors (P = 0.020). NAC significantly decreased the mutation rate (P = 0.006) of the DNA repair pathway and gene expression levels (FDR = 0.007) in this pathway. NAC also significantly changed the expression level of immune checkpoint genes and the abundance of tumor-infiltrating immune and stroma cells, including B cells, activated dendritic cells, γδT cells, M2 macrophages and endothelial cells. Furthermore, there was a higher rate of C > T substitutions in NAC nonresponsive tumors than responsive ones, especially when the substitution site was flanked by C and G. Importantly, there was a unique amplified region at 8p11.23 (containing ADGRA2 and ADRB3) and a deleted region at 3p13 (harboring FOXP1) in NAC nonresponsive and responsive tumors, respectively. Particularly, the CDKAL1 missense variant P409L (p.Pro409Leu, c.1226C > T) decreased BC cell sensitivity to docetaxel, and ADGRA2 or ADRB3 gene amplifications were associated with worse NAC response and poor prognosis in BC patients.
Our study has revealed genomic and transcriptomic landscape changes following NAC in BC, and identified novel biomarkers (CDKAL1, ADGRA2 and ADRB3) underlying chemotherapy resistance and poor prognosis, which could guide the development of personalized treatments for BC.
新辅助化疗(NAC)已成为乳腺癌(BC)的标准治疗策略。然而,由于这些肿瘤的高度异质性,尚不清楚哪些患者人群最有可能从 NAC 中获益。多组学为揭示 BC 患者 NAC 前后的基因组和转录组变化,并鉴定与 NAC 敏感性相关的分子特征提供了一种改进的方法。
我们对 50 例 BC 患者的 233 个样本(包括匹配的治疗前和治疗后肿瘤)进行了全外显子组和 RNA 测序,并分析了多组学图谱的变化。在更大的内部和两个外部验证队列以及体外实验中,鉴定和验证了与 NAC 反应相关的分子特征。
最常改变的基因是治疗前和治疗后肿瘤中的 TP53、TTN 和 MUC16。与治疗前肿瘤相比,治疗后肿瘤中 C > A 颠换突变显著减少(P = 0.020)。NAC 显著降低了 DNA 修复途径的突变率(P = 0.006)和该途径中基因表达水平(FDR = 0.007)。NAC 还显著改变了免疫检查点基因的表达水平和肿瘤浸润免疫和基质细胞的丰度,包括 B 细胞、激活的树突状细胞、γδT 细胞、M2 巨噬细胞和内皮细胞。此外,NAC 无反应肿瘤中的 C > T 取代率高于反应性肿瘤,尤其是取代位点被 C 和 G 包围时。重要的是,在 NAC 无反应和反应性肿瘤中分别存在 8p11.23 上的独特扩增区域(包含 ADGRA2 和 ADRB3)和 3p13 上的缺失区域(包含 FOXP1)。特别是 CDKAL1 错义变体 P409L(p.Pro409Leu,c.1226C > T)降低了 BC 细胞对多西他赛的敏感性,ADGRA2 或 ADRB3 基因扩增与 BC 患者较差的 NAC 反应和不良预后相关。
我们的研究揭示了 BC 患者 NAC 后的基因组和转录组景观变化,并鉴定了新的生物标志物(CDKAL1、ADGRA2 和 ADRB3),这些标志物与化疗耐药和不良预后相关,可为 BC 的个体化治疗提供指导。