Genetic variants in TKT and DERA in the nicotinamide adenine dinucleotide phosphate pathway predict melanoma survival

Eur J Cancer. 2020 Sep:136:84-94. doi: 10.1016/j.ejca.2020.04.049. Epub 2020 Jul 10.

Abstract

Background: Cutaneous melanoma (CM) is the most lethal type of skin cancers. Nicotinamide adenine dinucleotide phosphate (NADPH) plays an important role in anabolic reactions and tumorigenesis, but many genes are involved in the NADPH system.

Methods: We used 10,912 single-nucleotide polymorphisms (SNPs) (2018 genotyped and 8894 imputed) in 134 NADPH-related genes from a genome-wide association study (GWAS) of 858 patients from The University of Texas MD Anderson Cancer Center (MDACC) in a single-locus analysis to predict CM survival. We then replicated the results in another GWAS data set of 409 patients from the Nurses' Health Study (NHS) and the Health Professionals Follow-up Study (HPFS).

Results: There were 95 of 858 (11.1%) and 48 of 409 (11.7%) patients who died of CM, respectively. In multivariable Cox regression analyses, we identified two independent SNPs (TKT rs9864057 G > A and deoxyribose phosphate aldolase (DERA) rs12297652 A > G) to be significantly associated with CM-specific survival [hazards ratio (HR) of 1.52, 95% confidence interval (CI) = 1.18-1.96, P = 1.06 × 10-3 and 1.51 (1.19-1.91, 5.89 × 10-4)] in the meta-analysis, respectively. Furthermore, an increasing number of risk genotypes of these two SNPs was associated with a higher risk of death in the MDACC, the NHS/HPFS, and their combined data sets (Ptrend<0.001, = 0.004 and <0.001, respectively). In the expression quantitative trait loci analysis, TKT rs9864057 G > A and DERA rs12297652 A > G were also significantly associated with higher mRNA expression levels in sun-exposed lower-leg skin (P = 0.043 and 0.006, respectively).

Conclusions: These results suggest that these two potentially functional SNPs may be valuable prognostic biomarkers for CM survival, but larger studies are needed to validate these findings.

Keywords: Cutaneous melanoma; Genome-wide association study; Melanoma-specific survival; Nicotinamide adenine dinucleotide phosphate; Single-nucleotide polymorphism.

Publication types

  • Meta-Analysis
  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Aldehyde-Lyases / genetics*
  • Cohort Studies
  • Female
  • Follow-Up Studies
  • Genetic Predisposition to Disease
  • Genome-Wide Association Study
  • Genotype
  • Humans
  • Male
  • Melanoma / diagnosis
  • Melanoma / genetics
  • Melanoma / mortality*
  • Metabolic Networks and Pathways / genetics
  • Middle Aged
  • NADP / metabolism*
  • Polymorphism, Single Nucleotide*
  • Prognosis
  • Skin Neoplasms / diagnosis
  • Skin Neoplasms / genetics
  • Skin Neoplasms / mortality*
  • Survival Analysis
  • Transketolase / genetics*

Substances

  • NADP
  • Transketolase
  • Aldehyde-Lyases
  • deoxyribose-phosphate aldolase