Section of Medical Oncology, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut.
Department of Computer Science, Yale University, New Haven, Connecticut.
Clin Cancer Res. 2022 Jun 13;28(12):2587-2597. doi: 10.1158/1078-0432.CCR-21-3215.
We examined gene expression, germline variant, and somatic mutation features associated with pathologic response to neoadjuvant durvalumab plus chemotherapy in basal-like triple-negative breast cancer (bTNBC).
Germline and somatic whole-exome DNA and RNA sequencing, programmed death ligand 1 (PD-L1) IHC, and stromal tumor-infiltrating lymphocyte scoring were performed on 57 patients. We validated our results using 162 patients from the GeparNuevo randomized trial.
Gene set enrichment analysis showed that pathways involved in immunity (adaptive, humoral, innate), JAK-STAT signaling, cancer drivers, cell cycle, apoptosis, and DNA repair were enriched in cases with pathologic complete response (pCR), whereas epithelial-mesenchymal transition, extracellular matrix, and TGFβ pathways were enriched in cases with residual disease (RD). Immune-rich bTNBC with RD was enriched in CCL-3, -4, -5, -8, -23, CXCL-1, -3, -6, -10, and IL1, -23, -27, -34, and had higher expression of macrophage markers compared with immune-rich cancers with pCR that were enriched in IFNγ, IL2, -12, -21, chemokines CXCL-9, -13, CXCR5, and activated T- and B-cell markers (GZMB, CD79A). In the validation cohort, an immune-rich five-gene signature showed higher expression in pCR cases in the durvalumab arm (P = 0.040) but not in the placebo arm (P = 0.923) or in immune-poor cancers. Independent of immune markers, tumor mutation burden was higher, and PI3K, DNA damage repair, MAPK, and WNT/β-catenin signaling pathways were enriched in germline and somatic mutations in cases with pCR.
The TGFβ pathway is associated with immune-poor phenotype and RD in bTNBC. Among immune-rich bTNBC RD, macrophage/neutrophil chemoattractants dominate the cytokine milieu, and IFNγ and activated B cells and T cells dominate immune-rich cancers with pCR.
我们研究了与新辅助 durvalumab 联合化疗后基底样三阴性乳腺癌(bTNBC)病理缓解相关的基因表达、种系变异和体细胞突变特征。
对 57 例患者进行种系和体细胞全外显子 DNA 和 RNA 测序、程序性死亡配体 1(PD-L1)免疫组化和基质肿瘤浸润淋巴细胞评分。我们使用来自 GeparNuevo 随机试验的 162 例患者验证了我们的结果。
基因集富集分析显示,与病理完全缓解(pCR)相关的通路包括参与免疫(适应性、体液、先天)、JAK-STAT 信号、癌症驱动、细胞周期、凋亡和 DNA 修复的通路富集,而与残留疾病(RD)相关的通路包括上皮-间充质转化、细胞外基质和 TGFβ通路。富含免疫的 RD bTNBC 中 CCL-3、-4、-5、-8、-23、CXCL-1、-3、-6、-10 和 IL1、-23、-27、-34 表达丰富,与富含免疫的 pCR 癌症相比,巨噬细胞标志物表达更高,后者富含 IFNγ、IL2、-12、-21、趋化因子 CXCL-9、-13、CXCR5 和激活的 T 和 B 细胞标志物(GZMB、CD79A)。在验证队列中,在 durvalumab 组中,富含免疫的五个基因特征在 pCR 病例中表达更高(P=0.040),但在安慰剂组(P=0.923)或免疫贫乏癌症中表达没有差异。独立于免疫标志物,肿瘤突变负担更高,在 pCR 病例中,PI3K、DNA 损伤修复、MAPK 和 WNT/β-catenin 信号通路在种系和体细胞突变中富集。
TGFβ 通路与 bTNBC 中的免疫贫乏表型和 RD 相关。在富含免疫的 bTNBC RD 中,巨噬细胞/中性粒细胞趋化因子占据细胞因子环境,而 IFNγ 和激活的 B 细胞和 T 细胞则占据 pCR 中富含免疫的癌症。