Surgical Oncology Service, Department of General Surgery, Wake Forest School of Medicine, Winston-Salem, NC, USA.
Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, NC, USA.
Ann Surg Oncol. 2020 Dec;27(13):5016-5023. doi: 10.1245/s10434-020-08841-8. Epub 2020 Jul 23.
Clinical decision-making is challenging in patients who undergo cytoreductive surgery/hyperthermic intraperitoneal chemotherapy (CRS/HIPEC) when complete cytoreduction is not feasible. Nevertheless, some patients still benefit with long-term survival after incomplete CRS/HIPEC. There is currently no robust predictive tool that can assist clinical decision-making in this setting.
We quantified gene expression of 79 appendiceal mucinous neoplasms (AMN) from patients with incomplete CRS/HIPEC (R2 resection) using a custom NanoString gene panel. Using our previously defined, prognostic subtype classification algorithm based on signed nonnegative matrix factorization, we classified AMN cases into three molecular subtypes termed: immune enriched (IE), mixed (M), and oncogene enriched (OE). Kaplan-Meier and Cox proportional hazards analyses were used to associate subtypes and individual genes with overall survival (OS).
Median overall survival (OS) was 7.7 years for IE, 3.6 years for M, and 1.4 years for OE. Compared with IE, OE was associated with significantly lower survival [hazard ratio (HR) 3.64, 95% confidence interval (CI) 1.63-8.13; p = 0.0017]. The differences were observed in both low-grade and high-grade tumors. While only two genes were identified to be associated with OS in low-grade tumors, multiple genes were identified to be associated with OS in high-grade tumors, particularly genes with functions in cell cycle/proliferation, mucin production, immune pathways, and cell adhesion/migration.
Genetic signatures have prognostic value in patients with incomplete cytoreduction and provide valuable information to assist clinical and operative decision-making. Unraveling genetic alterations and involved pathways can direct efforts to design novel therapeutic modalities.
在无法进行完全细胞减灭术的情况下,接受细胞减灭术/腹腔热灌注化疗(CRS/HIPEC)的患者的临床决策极具挑战性。然而,一些患者在接受不完全 CRS/HIPEC 后仍能长期生存获益。目前尚无强大的预测工具可以辅助该情况下的临床决策。
我们使用定制的 NanoString 基因芯片对 79 例接受不完全 CRS/HIPEC(R2 切除术)的阑尾黏液性肿瘤(AMN)患者的基因表达进行了定量。使用我们之前基于有符号非负矩阵分解定义的预后亚型分类算法,将 AMN 病例分为三种分子亚型:免疫富集(IE)、混合(M)和致癌基因富集(OE)。使用 Kaplan-Meier 和 Cox 比例风险分析将亚型和单个基因与总生存期(OS)相关联。
IE 组的中位总生存期(OS)为 7.7 年,M 组为 3.6 年,OE 组为 1.4 年。与 IE 相比,OE 与明显较低的生存率相关[风险比(HR)3.64,95%置信区间(CI)1.63-8.13;p=0.0017]。这些差异在低级别和高级别肿瘤中均观察到。虽然仅在低级别肿瘤中发现两个基因与 OS 相关,但是在高级别肿瘤中发现了多个基因与 OS 相关,特别是与细胞周期/增殖、粘蛋白产生、免疫途径和细胞黏附/迁移相关的基因。
遗传特征在不完全细胞减灭的患者中具有预后价值,并为辅助临床和手术决策提供了有价值的信息。揭示遗传改变和涉及的途径可以指导设计新的治疗方式。