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

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.

Publication types

  • Research Support, N.I.H., Intramural

MeSH terms

  • Adrenal Gland Neoplasms / genetics
  • Adrenal Gland Neoplasms / pathology
  • Adult
  • Carcinoma, Renal Cell / genetics
  • Carcinoma, Renal Cell / pathology
  • Computer Simulation
  • DNA Mutational Analysis / methods*
  • Disease Progression
  • Female
  • Hemangioblastoma / genetics
  • Hemangioblastoma / pathology
  • Humans
  • Male
  • Middle Aged
  • Mutation*
  • Pancreas / pathology
  • Pancreatic Neoplasms / genetics*
  • Pancreatic Neoplasms / pathology
  • Pheochromocytoma / genetics
  • Pheochromocytoma / pathology
  • Prognosis
  • Prospective Studies
  • Reproducibility of Results
  • Von Hippel-Lindau Tumor Suppressor Protein / genetics*
  • von Hippel-Lindau Disease / genetics*
  • von Hippel-Lindau Disease / pathology

Substances

  • Von Hippel-Lindau Tumor Suppressor Protein
  • VHL protein, human