Epigenome-Wide Association Study for All-Cause Mortality in a Cardiovascular Cohort Identifies Differential Methylation in Castor Zinc Finger 1 (CASZ1)

J Am Heart Assoc. 2019 Nov 5;8(21):e013228. doi: 10.1161/JAHA.119.013228. Epub 2019 Oct 23.

Abstract

Background DNA methylation is implicated in many chronic diseases and may contribute to mortality. Therefore, we conducted an epigenome-wide association study (EWAS) for all-cause mortality with whole-transcriptome data in a cardiovascular cohort (CATHGEN [Catheterization Genetics]). Methods and Results Cases were participants with mortality≥7 days postcatheterization whereas controls were alive with≥2 years of follow-up. The Illumina Human Methylation 450K and EPIC arrays (Illumina, San Diego, CA) were used for the discovery and validation sets, respectively. A linear model approach with empirical Bayes estimators adjusted for confounders was used to assess difference in methylation (Δβ). In the discovery set (55 cases, 49 controls), 25 629 (6.5%) probes were differently methylated (P<0.05). In the validation set (108 cases, 108 controls), 3 probes were differentially methylated with a false discovery rate-adjusted P<0.10: cg08215811 (SLC4A9; log2 fold change=-0.14); cg17845532 (MATK; fold change=-0.26); and cg17944110 (castor zinc finger 1 [CASZ1]; FC=0.26; P<0.0001; false discovery rate-adjusted P=0.046-0.080). Meta-analysis identified 6 probes (false discovery rate-adjusted P<0.05): the 3 above, cg20428720 (intergenic), cg17647904 (NCOR2), and cg23198793 (CAPN3). Messenger RNA expression of 2 MATK isoforms was lower in cases (fold change=-0.24 [P=0.007] and fold change=-0.61 [P=0.009]). The CASZ1, NCOR2, and CAPN3 transcripts did not show differential expression (P>0.05); the SLC4A9 transcript did not pass quality control. The cg17944110 probe is located within a potential regulatory element; expression of predicted targets (using GeneHancer) of the regulatory element, UBIAD1 (P=0.01) and CLSTN1 (P=0.03), were lower in cases. Conclusions We identified 6 novel methylation sites associated with all-cause mortality. Methylation in CASZ1 may serve as a regulatory element associated with mortality in cardiovascular patients. Larger studies are necessary to confirm these observations.

Keywords: cardiac biomarkers; epigenetics; mortality; outcome; transcriptome.

Publication types

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

MeSH terms

  • Aged
  • Calpain / genetics
  • Calpain / metabolism
  • Cardiovascular Diseases / genetics*
  • Cardiovascular Diseases / mortality*
  • Case-Control Studies
  • Chloride-Bicarbonate Antiporters / genetics
  • Chloride-Bicarbonate Antiporters / metabolism
  • CpG Islands
  • DNA Methylation*
  • DNA Probes
  • DNA-Binding Proteins / genetics*
  • Epigenome
  • Female
  • Follow-Up Studies
  • Gene Expression Profiling
  • Genome-Wide Association Study*
  • Humans
  • Male
  • Muscle Proteins / genetics
  • Muscle Proteins / metabolism
  • Nuclear Receptor Co-Repressor 2 / genetics
  • Nuclear Receptor Co-Repressor 2 / metabolism
  • Protein Isoforms / genetics
  • Protein Isoforms / metabolism
  • Proto-Oncogene Proteins pp60(c-src) / genetics
  • Proto-Oncogene Proteins pp60(c-src) / metabolism
  • RNA, Messenger / metabolism
  • Transcription Factors / genetics*

Substances

  • CASZ1 protein, human
  • Chloride-Bicarbonate Antiporters
  • DNA Probes
  • DNA-Binding Proteins
  • Muscle Proteins
  • NCOR2 protein, human
  • Nuclear Receptor Co-Repressor 2
  • Protein Isoforms
  • RNA, Messenger
  • SLC4A9 protein, human
  • Transcription Factors
  • MATK protein, human
  • Proto-Oncogene Proteins pp60(c-src)
  • CAPN3 protein, human
  • Calpain