Oshi Masanori, Tokumaru Yoshihisa, Patel Ankit, Yan Li, Matsuyama Ryusei, Endo Itaru, Katz Matthew H G, Takabe Kazuaki
Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine, Yokohama 236-0004, Japan.
Cancers (Basel). 2020 Dec 4;12(12):3635. doi: 10.3390/cancers12123635.
Pathologically complete (R0) resection is essential for prolonged survival in pancreatic cancer. Survival depends not only on surgical technique, but also on cancer biology. A biomarker to predict survival is a critical need in pancreatic treatment. We hypothesized that this 4-gene score, which was reported to reflect cell proliferation, is a translatable predictive biomarker for pancreatic cancer. A total of 954 pancreatic cancer patients from multiple cohorts were analyzed and validated. Pancreatic cancer had the 10th highest median score of 32 cancers in The Cancer Genome Atlas (TCGA) cohort. The four-gene score significantly correlated with pathological grade and expression. The high four-gene score enriched cell proliferation-related and cancer aggressiveness-related gene sets. The high score was associated with activation of , , transforming growth factor (TGF)-β, and E2F pathways, and with high alteration rate of and genes. The high score was also significantly associated with reduced CD8 T cell infiltration of tumors, but with high levels of interferon-γ and cytolytic activity in tumors. The four-gene score correlated with the area under the curve of irinotecan and sorafenib in primary pancreatic cancer, and with paclitaxel and doxorubicin in metastatic pancreatic cancer. The high four-gene score was associated with significantly fewer R0 resections and worse survival. The novelty of the study is in the application of the four-gene score to pancreatic cancer, rather than the bioinformatics technique itself. Future analyses of inoperable lesions are expected to clarify the utility of our score as a predictive biomarker of systemic treatments.
病理完全(R0)切除对于延长胰腺癌患者的生存期至关重要。生存期不仅取决于手术技术,还取决于癌症生物学特性。在胰腺癌治疗中,迫切需要一种能够预测生存期的生物标志物。我们假设,这个据报道可反映细胞增殖的四基因评分是一种可转化应用于胰腺癌的预测性生物标志物。我们对来自多个队列的954例胰腺癌患者进行了分析和验证。在癌症基因组图谱(TCGA)队列的32种癌症中,胰腺癌的中位评分排第10高。四基因评分与病理分级和 表达显著相关。高四基因评分富集了与细胞增殖相关和癌症侵袭性相关的基因集。高分与 、 、转化生长因子(TGF)-β和E2F信号通路的激活相关,并且与 和 基因的高改变率相关。高分还与肿瘤中CD8 T细胞浸润减少显著相关,但与肿瘤中高水平的干扰素-γ和细胞溶解活性相关。四基因评分与原发性胰腺癌中伊立替康和索拉非尼的曲线下面积相关,与转移性胰腺癌中紫杉醇和阿霉素的曲线下面积相关。高四基因评分与R0切除显著减少和生存期较差相关。本研究的新颖之处在于将四基因评分应用于胰腺癌,而非生物信息学技术本身。预计对不可切除病变的进一步分析将阐明我们的评分作为全身治疗预测生物标志物的效用。