A cis-regulatory-directed pipeline for the identification of genes involved in cardiac development and disease

Genome Biol. 2021 Dec 15;22(1):335. doi: 10.1186/s13059-021-02539-0.

Abstract

Background: Congenital heart diseases are the major cause of death in newborns, but the genetic etiology of this developmental disorder is not fully known. The conventional approach to identify the disease-causing genes focuses on screening genes that display heart-specific expression during development. However, this approach would have discounted genes that are expressed widely in other tissues but may play critical roles in heart development.

Results: We report an efficient pipeline of genome-wide gene discovery based on the identification of a cardiac-specific cis-regulatory element signature that points to candidate genes involved in heart development and congenital heart disease. With this pipeline, we retrieve 76% of the known cardiac developmental genes and predict 35 novel genes that previously had no known connectivity to heart development. Functional validation of these novel cardiac genes by RNAi-mediated knockdown of the conserved orthologs in Drosophila cardiac tissue reveals that disrupting the activity of 71% of these genes leads to adult mortality. Among these genes, RpL14, RpS24, and Rpn8 are associated with heart phenotypes.

Conclusions: Our pipeline has enabled the discovery of novel genes with roles in heart development. This workflow, which relies on screening for non-coding cis-regulatory signatures, is amenable for identifying developmental and disease genes for an organ without constraining to genes that are expressed exclusively in the organ of interest.

Keywords: Computational genomics; Congenital heart disease; Drosophila; Heart development; RNAi; Regulatory elements; Tissue-specific expression.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Computational Biology
  • Drosophila / genetics
  • Drosophila / physiology
  • Gene Expression Regulation, Developmental*
  • Genetic Testing
  • Genome
  • Genomics
  • Heart / growth & development*
  • Heart Defects, Congenital / genetics*
  • RNA Interference
  • Regulatory Elements, Transcriptional
  • Ribosomal Proteins / genetics

Substances

  • Ribosomal Proteins
  • ribosomal protein L14