Genetic variants in the integrin signaling pathway genes predict cutaneous melanoma survival

Int J Cancer. 2017 Mar 15;140(6):1270-1279. doi: 10.1002/ijc.30545. Epub 2016 Dec 19.

Abstract

To identify genetic variants involved in prognosis of cutaneous melanoma (CM), we investigated associations of single nucleotide polymorphisms (SNPs) of genes in the integrin signaling pathway with CM survival by re-analyzing a published genome-wide association study (GWAS) from The University of Texas M.D. Anderson Cancer Center (MDACC) and then validated significant SNPs in another GWAS from Harvard University. In the MDACC study, 1,148 SNPs were significantly associated with CM-specific survival (CMSS) (p ≤ 0.050 and false-positive report probability ≤ 0.20), and nine SNPs were validated in the Harvard study (p ≤ 0.050). Among these, three independent SNPs (i.e., DOCK1 rs11018104 T > A, rs35748949 C > T and PAK2 rs1718404 C > T) showed a predictive role in CMSS, with an effect-allele attributed adjusted hazards ratio [adjHR of 1.50 (95% confidence interval (CI) = 1.18-1.90, p = 7.46E-04), 1.53 (1.18-1.97, 1.18E-03) and 0.58 (0.45-0.76, 5.60E-05), respectively]. Haplotype analysis revealed that a haplotype carrying two risk alleles A-T in DOCK1 was associated with the poorest survival in both MDACC (adjHR = 1.73, 95% CI = 1.19-2.50, p = 0.004) and Harvard (adjHR = 1.95, 95% CI = 1.14-3.33, p = 0.010) studies. In addition, patients with an increasing number of unfavorable genotypes (NUGs) for these three SNPs had a poorer survival. Incorporating NUGs with clinical variables showed a significantly improved ability to classify CMSS (AUC increased from 86.8% to 88.6%, p = 0.031). Genetic variants in the integrin signaling pathway may independently or jointly modulate the survival of CM patients. Further large, prospective studies are needed to validate these findings.

Keywords: cutaneous melanoma; cutaneous melanoma-specific survival; genome-wide association study; integrin signaling pathway; single-nucleotide polymorphism.

Publication types

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

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Aged, 80 and over
  • Female
  • Genome-Wide Association Study*
  • Genotype
  • Haplotypes
  • Humans
  • Integrins / genetics
  • Integrins / physiology*
  • Kaplan-Meier Estimate
  • Male
  • Melanoma / genetics*
  • Melanoma / mortality
  • Middle Aged
  • Neoplasm Proteins / genetics
  • Neoplasm Proteins / physiology*
  • Polymorphism, Single Nucleotide*
  • Prognosis
  • Signal Transduction / genetics*
  • Skin Neoplasms / genetics*
  • Skin Neoplasms / mortality
  • Young Adult
  • p21-Activated Kinases / genetics
  • rac GTP-Binding Proteins / genetics

Substances

  • DOCK1 protein, human
  • Integrins
  • Neoplasm Proteins
  • PAK2 protein, human
  • p21-Activated Kinases
  • rac GTP-Binding Proteins