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结直肠来源的减瘤手术和热灌注化疗患者的基因聚类分析:KRAS而非TP53聚类改变与不良预后相关。

Genetic Clustering of Cytoreductive Surgery and Hyperthermic Intraperitoneal Chemotherapy Patients of Colorectal Origin: KRAS and Not TP53 Cluster Alterations are Associated with Poor Outcomes.

作者信息

Yu Allen T, Hanna David N, Li Thomas M, Sarfaty Elad, Khajoueinejad Nazanin, Li Judy, Golas Benjamin, Hiotis Spiros, Labow Daniel, Sarpel Umut, Magge Deepa R, Cohen Noah A

机构信息

Division of Surgical Oncology, Department of Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Division of Surgical Oncology, Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA.

出版信息

Ann Surg Oncol. 2024 Sep;31(9):6252-6261. doi: 10.1245/s10434-024-15786-9. Epub 2024 Jul 13.

Abstract

BACKGROUND

The prognostic impact of genetic mutations for patients who undergo cytoreductive surgery (CRS) with hyperthermic intraperitoneal chemotherapy (HIPEC) of colorectal origin (CRC) is not well defined.

OBJECTIVE

We aimed to describe the genetic classifications in an unsupervised fashion, and the outcomes of this patient population.

METHODS

A retrospective, bi-institutional study was performed on patients who underwent CRS-HIPEC with targeted mutation data with a median follow-up time of 61 months. Functional link analysis was performed using STRING v11.5. Genes with similar functional significance were clustered using unsupervised k-means clustering. Chi-square, Kaplan-Meier, and the log-rank test were used for comparative statistics.

RESULTS

Sixty-four patients with peritoneal carcinomatosis from CRC origin underwent CRS-HIPEC between 2007 and 2022 and genetic mutation data were extracted. We identified 19 unique altered genes, with KRAS (56%), TP53 (33%), and APC (22%) being the most commonly altered; 12.5% had co-altered KRAS/TP53. After creating an interactome map, k-means clustering revealed three functional clusters. Reactome Pathway analysis on three clusters showed unique pathways (1): Ras/FGFR3 signaling; (2) p53 signaling; and (3): NOTCH signaling. Seventy-one percent of patients in cluster 1 had KRAS mutations and a median overall survival of 52.3 months (p < 0.05).

CONCLUSIONS

Patients with peritoneal carcinomatosis (PC) of CRC origin who underwent CRS-HIPEC and with tumors that harbored mutations in cluster 1 (Ras/FGFR3 signaling) had worse outcomes. Pathway disruption and a cluster-centric perspective may affect prognosis more than individual genetic alterations in patients with PC of CRC origin.

摘要

背景

对于接受结直肠来源(CRC)的细胞减灭术(CRS)联合热灌注化疗(HIPEC)的患者,基因突变的预后影响尚未明确。

目的

我们旨在以无监督方式描述基因分类以及该患者群体的预后情况。

方法

对接受CRS-HIPEC且有靶向突变数据的患者进行了一项回顾性、双机构研究,中位随访时间为61个月。使用STRING v11.5进行功能链接分析。具有相似功能意义的基因通过无监督k均值聚类进行分组。采用卡方检验、Kaplan-Meier法和对数秩检验进行比较统计。

结果

2007年至2022年间,64例结直肠癌来源的腹膜癌患者接受了CRS-HIPEC,并提取了基因突变数据。我们鉴定出19个独特的改变基因,其中KRAS(56%)、TP53(33%)和APC(22%)是最常发生改变的;12.5%的患者同时发生KRAS/TP53改变。构建相互作用组图谱后,k均值聚类显示出三个功能簇。对三个簇进行Reactome通路分析显示出独特的通路:(1)Ras/FGFR3信号传导;(2)p53信号传导;(3)NOTCH信号传导。第1簇中71%的患者有KRAS突变,中位总生存期为52.3个月(p<0.05)。

结论

接受CRS-HIPEC且肿瘤具有第1簇(Ras/FGFR3信号传导)突变的结直肠癌来源的腹膜癌(PC)患者预后较差。通路破坏和以簇为中心的观点可能比结直肠癌来源的PC患者个体基因改变对预后的影响更大。

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