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

  • Ankit A. Desai
  • , Tong Zhou
  • , Homaa Ahmad
  • , Wei Zhang
  • , Wenbo Mu
  • , Sharon Trevino
  • , Michael S. Wade
  • , Nalini Raghavachari
  • , Gregory J. Kato
  • , Marlene H. Peters-Lawrence
  • , Tejas Thiruvoipati
  • , Kristin Turner
  • , Nicole Artz
  • , Yong Huang
  • , Amit R. Patel
  • , Jason X.J. Yuan
  • , Victor R. Gordeuk
  • , Roberto M. Lang
  • , Joe G.N. Garcia
  • , Roberto F. Machado

Research output: Contribution to journalArticlepeer-review

38 Scopus citations

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 patientswith 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.

Original languageEnglish (US)
Pages (from-to)359-368
Number of pages10
JournalAmerican journal of respiratory and critical care medicine
Volume186
Issue number4
DOIs
StatePublished - Aug 15 2012
Externally publishedYes

Keywords

  • Candidate gene approach
  • Microarray
  • Pulmonary hypertension
  • eQTL

ASJC Scopus subject areas

  • Pulmonary and Respiratory Medicine
  • Critical Care and Intensive Care Medicine

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