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基于计算机的 von Hippel-Lindau 病胰腺神经内分泌肿瘤 VHL 基因突变分析与预后预测。

In silico VHL Gene Mutation Analysis and Prognosis of Pancreatic Neuroendocrine Tumors in von Hippel-Lindau Disease.

机构信息

Endocrine Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.

Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.

出版信息

J Clin Endocrinol Metab. 2018 Apr 1;103(4):1631-1638. doi: 10.1210/jc.2017-02434.

Abstract

CONTEXT

Patients with von Hippel-Lindau (vHL) disease caused by a missense VHL mutation have a more severe phenotype compared with other VHL mutation types.

OBJECTIVE

To define pancreatic neuroendocrine tumor (PNET) aggressiveness according to VHL genotype.

DESIGN

A prospective natural history study.

SETTING

The National Institutes of Health clinical center.

PATIENTS

Patients with vHL disease, pancreatic manifestations, and germline missense VHL gene mutations.

INTERVENTION

In-silico prediction of VHL mutation via five computational prediction models. Patients with >80% prediction for disease-causing mutations in all models [high predicted risk (HPR)] were compared with others [low predicted risk (LPR)].

MAIN OUTCOME MEASURE

Rates of metastases, surgical intervention, and disease progression.

RESULTS

Sixty-nine patients were included: 2 developed metastases, 12 needed surgery, and 31 had disease progression during a median follow-up of 60 months (range 13 to 84 months). Thirteen patients were excluded for low prediction reliability. In the remaining 56 patients (45 with PNETs, 11 with pancreatic cysts), the HPR group (n = 13) had a higher rate of disease progression than the LPR group (n = 43) in multivariable analysis (hazard ratio 3.6; 95% confidence interval, 1.1 to 11.9; P = 0.037). The HPR group also had a higher risk of developing metastases (P = 0.015). Among patients with codon 167 hotspot mutations (n = 26), those in the HPR group had a higher risk for disease progression (P = 0.03) than other patients.

CONCLUSIONS

Computational models for predicting the impact of missense VHL gene mutations may be used as a prognostic factor in patients with PNETs in the context of vHL disease.

摘要

背景

与其他 VHL 突变类型相比,由错义 VHL 突变引起的 von Hippel-Lindau(vHL)病患者具有更严重的表型。

目的

根据 VHL 基因型定义胰腺神经内分泌肿瘤(PNET)的侵袭性。

设计

一项前瞻性自然史研究。

地点

美国国立卫生研究院临床中心。

患者

患有 vHL 病、胰腺表现和种系错义 VHL 基因突变的患者。

干预

通过五个计算预测模型对 VHL 突变进行计算机预测。在所有模型中,预测疾病相关突变的概率>80%的患者[高预测风险(HPR)]与其他患者[低预测风险(LPR)]进行比较。

主要观察指标

转移率、手术干预和疾病进展。

结果

共纳入 69 例患者:2 例发生转移,12 例需要手术,31 例在中位随访 60 个月(范围 13 至 84 个月)期间疾病进展。由于预测可靠性低,13 例患者被排除在外。在其余 56 例患者(45 例患有 PNET,11 例患有胰腺囊肿)中,多变量分析显示 HPR 组(n = 13)比 LPR 组(n = 43)疾病进展率更高(风险比 3.6;95%置信区间,1.1 至 11.9;P = 0.037)。HPR 组发生转移的风险也更高(P = 0.015)。在 167 密码子热点突变的患者中(n = 26),HPR 组比其他患者疾病进展的风险更高(P = 0.03)。

结论

用于预测错义 VHL 基因突变影响的计算模型可作为 vHL 病患者 PNET 的预后因素。

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