A novel molecular signature for elevated tricuspid regurgitation velocity in sickle cell disease

Am J Respir Crit Care Med. 2012 Aug 15;186(4):359-68. doi: 10.1164/rccm.201201-0057OC. Epub 2012 Jun 7.

Abstract

Rationale: An increased tricuspid regurgitation jet velocity (TRV > 2.5 m/s) and pulmonary hypertension defined by right heart catheterization both independently confer increased mortality in sickle cell disease (SCD).

Objectives: We explored the usefulness of peripheral blood mononuclear cell-derived gene signatures as biomarkers for an elevated TRV in SCD.

Methods: Twenty-seven patients with SCD underwent echocardiography and peripheral blood mononuclear cell isolation for expression profiling and 112 patients with SCD were genotyped for single-nucleotide polymorphisms.

Measurements and main results: Genome-wide gene and miRNA expression profiles were correlated against TRV, yielding 631 transcripts and 12 miRNAs. Support vector machine analysis identified a 10-gene signature including GALNT13 (encoding polypeptide N-acetylgalactosaminyltransferase 13) that discriminates patients with and without increased TRV with 100% accuracy. This finding was then validated in a cohort of patients with SCD without (n = 10) and with pulmonary hypertension (n = 10, 90% accuracy). Increased TRV-related miRNAs revealed strong in silico binding predictions of miR-301a to GALNT13 corroborated by microarray analyses demonstrating an inverse correlation between their expression. A genetic association study comparing patients with an elevated (n = 49) versus normal (n = 63) TRV revealed five significant single-nucleotide polymorphisms within GALNT13 (P < 0.005), four trans-acting (P < 2.1 × 10(-7)) and one cis-acting (P = 0.6 × 10(-4)) expression quantitative trait locus upstream of the adenosine-A2B receptor gene (ADORA2B).

Conclusions: These studies validate the clinical usefulness of genomic signatures as potential biomarkers and highlight ADORA2B and GALNT13 as potential candidate genes in SCD-associated elevated TRV.

Publication types

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

MeSH terms

  • Adult
  • Anemia, Sickle Cell / diagnostic imaging
  • Anemia, Sickle Cell / genetics*
  • Anemia, Sickle Cell / physiopathology*
  • Cardiac Catheterization
  • Cohort Studies
  • Echocardiography, Doppler / methods
  • Female
  • Gene Expression Profiling / methods
  • Genetic Markers / genetics
  • Genome-Wide Association Study / methods
  • Humans
  • Hypertension, Pulmonary / diagnostic imaging
  • Hypertension, Pulmonary / genetics
  • Hypertension, Pulmonary / physiopathology
  • Male
  • Microarray Analysis / methods
  • N-Acetylgalactosaminyltransferases / genetics*
  • Polymorphism, Single Nucleotide / genetics
  • Polypeptide N-acetylgalactosaminyltransferase
  • Pulmonary Artery / diagnostic imaging
  • Pulmonary Artery / physiopathology
  • Receptor, Adenosine A2B / genetics*
  • Reproducibility of Results
  • Support Vector Machine
  • Tricuspid Valve Insufficiency / diagnostic imaging
  • Tricuspid Valve Insufficiency / genetics*
  • Tricuspid Valve Insufficiency / physiopathology*

Substances

  • Genetic Markers
  • Receptor, Adenosine A2B
  • N-Acetylgalactosaminyltransferases