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经细胞减灭术和腹腔内热化疗治疗的阑尾黏液性肿瘤的预后分子分类。

Prognostic Molecular Classification of Appendiceal Mucinous Neoplasms Treated with Cytoreductive Surgery and Hyperthermic Intraperitoneal Chemotherapy.

机构信息

Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, NC, USA.

Wake Forest Baptist Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA.

出版信息

Ann Surg Oncol. 2020 May;27(5):1439-1447. doi: 10.1245/s10434-020-08210-5. Epub 2020 Jan 24.

Abstract

BACKGROUND

Appendiceal mucinous neoplasm (AMN) with peritoneal metastasis is a rare but deadly disease with few prognostic or therapy-predictive biomarkers to guide treatment decisions. Here, we investigated the prognostic and biological attributes of gene expression-based AMN molecular subtypes.

METHODS

AMN specimens (n = 138) derived from a population-based subseries of patients treated at our institution with cytoreductive surgery and hyperthermic intraperitoneal chemotherapy (CRS/HIPEC) between 05/2000 and 05/2013 were analyzed for gene expression using a custom-designed NanoString 148-gene panel. Signed non-negative matrix factorization (sNMF) was used to define a gene signature capable of delineating robustly-classified AMN molecular subtypes. The sNMF class assignments were evaluated by topology learning, reverse-graph embedding and cross-cohort performance analysis.

RESULTS

Three molecular subtypes of AMN were discerned by the expression patterns of 17 genes with roles in cancer progression or anti-tumor immunity. Tumor subtype assignments were confirmed by topology learning. AMN subtypes were termed immune-enriched (IE), oncogene-enriched (OE) and mixed (M) as evidenced by their gene expression patterns, and exhibited significantly different post-treatment survival outcomes. Genes with specialized immune functions, including markers of T-cells, natural killer cells, B-cells, and cytolytic activity showed increased expression in the low-risk IE subtype, while genes implicated in the promotion of cancer growth and progression were more highly expressed in the high-risk OE subtype. In multivariate analysis, the subtypes demonstrated independent prediction power for post-treatment survival.

CONCLUSIONS

Our findings suggest a greater role for the immune system in AMN than previously recognized. AMN subtypes may have clinical utility for predicting CRS/HIPEC treatment outcomes.

摘要

背景

阑尾黏液性肿瘤(AMN)伴腹膜转移是一种罕见但致命的疾病,目前尚无预后或治疗预测的生物标志物来指导治疗决策。在这里,我们研究了基于基因表达的 AMN 分子亚型的预后和生物学特征。

方法

对本机构于 2000 年 5 月至 2013 年 5 月期间接受细胞减灭术和腹腔热灌注化疗(CRS/HIPEC)治疗的患者的人群亚系列 AMN 标本(n=138)进行了基因表达分析,使用了定制设计的 NanoString 148 基因芯片。采用有符号非负矩阵分解(sNMF)来定义一个能够明确分类 AMN 分子亚型的基因特征。通过拓扑学习、反向图嵌入和跨队列性能分析来评估 sNMF 分类的分配。

结果

通过对 17 个基因的表达模式进行分析,发现了三种 AMN 分子亚型,这些基因在癌症进展或抗肿瘤免疫中发挥作用。肿瘤亚型的分配通过拓扑学习得到证实。AMN 亚型被命名为免疫富集型(IE)、癌基因富集型(OE)和混合型(M),这是由它们的基因表达模式决定的,并且表现出明显不同的治疗后生存结果。具有特殊免疫功能的基因,包括 T 细胞、自然杀伤细胞、B 细胞和细胞溶解活性的标志物,在低风险的 IE 亚型中表达增加,而参与促进癌症生长和进展的基因在高风险的 OE 亚型中表达更高。在多变量分析中,这些亚型对治疗后生存具有独立的预测能力。

结论

我们的研究结果表明,免疫系统在 AMN 中发挥的作用比以前认识到的更为重要。AMN 亚型可能对预测 CRS/HIPEC 治疗结果具有临床应用价值。

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