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一种用于预测雌激素受体阳性/人表皮生长因子受体2阴性乳腺癌新辅助化疗完全病理缓解的新型五基因评分。

A novel five-gene score to predict complete pathological response to neoadjuvant chemotherapy in ER-positive/HER2-negative breast cancer.

作者信息

Oshi Masanori, Gandhi Shipra, Angarita Fernando A, Kim Tae Hee, Tokumaru Yoshihisa, Yan Li, Matsuyama Ryusei, Endo Itaru, Takabe Kazuaki

机构信息

Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center Buffalo, New York, USA.

Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine Yokohama, Kanagawa, Japan.

出版信息

Am J Cancer Res. 2021 Jul 15;11(7):3611-3627. eCollection 2021.

Abstract

Neoadjuvant Chemotherapy (NAC) is not frequently used in ER-positive/HER2-negative breast cancer (BC) because around 10% patients achieve pathological complete response (pCR). Since NAC can result in cancer downstaging both in the breast and axilla and prevent a morbid surgery, thus a score to predict pCR in this population will be crucial to identify patients who can benefit from this approach. A total of 4038 patients from cohorts; GSE25066, GSE20194, Hess, GSE20181, TCGA-BRCA and METBRIC were analyzed. The score was generated by the 5 most highly expressed genes in the Hallmark E2F targets gene set amongst patients in the GSE25066 cohort with ER-positive/HER2-negative BC who achieved pCR. The area under the curve was significantly higher in the score than that for the E2F targets score. High score ER-positive/HER2-negative BCs were significantly associated with higher Nottingham pathological grade, AJCC cancer stage, expression levels, intratumor heterogeneity, homologous recombination defects, mutation burden, neoantigen load, and infiltration of anti-cancer immune cells (CD4, T helper type1, plasmacytoid dendritic cells, M1 macrophages). They also expressed lower abundance of stromal cells including fibroblasts, lymphatic endothelial cells, pericytes and adipocytes consistently in GSE25066, TCGA and METABRIC cohorts. All cell proliferation-related gene sets, G2M checkpoint, E2F targets, MYC targets v1 and v2, Mitotic Spindle, were strongly enriched in high score BCs consistently in 3 cohorts. The gene score was significantly associated with high pCR rate consistently in the GSE25066 (38%, < 0.001), GSE20194 (16%, = 0.006), and Hess cohort (23%, = 0.037). In conclusion, the 5-gene score reflects cancer cell proliferation and immune cell infiltration, and predicts pCR after NAC in ER-positive/HER2-negative breast cancer.

摘要

新辅助化疗(NAC)在雌激素受体阳性/人表皮生长因子受体2阴性乳腺癌(BC)中并不常用,因为大约10%的患者能达到病理完全缓解(pCR)。由于NAC可使乳腺和腋窝的癌症分期降低,并避免进行致残性手术,因此,预测该人群pCR的评分对于识别能从这种治疗方法中获益的患者至关重要。对来自GSE25066、GSE20194、Hess、GSE20181、TCGA - BRCA和METBRIC队列的总共4038例患者进行了分析。该评分由GSE25066队列中达到pCR的雌激素受体阳性/人表皮生长因子受体2阴性BC患者中,在标志性E2F靶基因集中表达最高的5个基因生成。该评分的曲线下面积显著高于E2F靶标评分。高分的雌激素受体阳性/人表皮生长因子受体2阴性BC与更高的诺丁汉病理分级、美国癌症联合委员会(AJCC)癌症分期、[此处原文缺失具体内容]表达水平、肿瘤内异质性、同源重组缺陷、突变负担、新抗原负荷以及抗癌免疫细胞(CD4、1型辅助性T细胞、浆细胞样树突状细胞、M1巨噬细胞)浸润显著相关。在GSE25066、TCGA和METABRIC队列中,它们还一致地表现出包括成纤维细胞、淋巴管内皮细胞、周细胞和脂肪细胞在内的基质细胞丰度较低。在3个队列中,所有与细胞增殖相关的基因集,即G2M检查点、E2F靶标、MYC靶标v1和v2、有丝分裂纺锤体,在高分BC中均强烈富集。在GSE25066队列(38%,<0.001)、GSE20194队列(16%,=0.006)和Hess队列(23%,=0.037)中,该基因评分均与高pCR率显著相关。总之,这个5基因评分反映了癌细胞增殖和免疫细胞浸润,并可预测雌激素受体阳性/人表皮生长因子受体2阴性乳腺癌患者接受NAC后的pCR情况。

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