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.
| Original language | English |
|---|---|
| Article number | 335 |
| Journal | Genome Biology (Online Edition) |
| Volume | 22 |
| Issue number | 1 |
| Pages (from-to) | 1-21 |
| Number of pages | 21 |
| ISSN | 1474-760X |
| DOIs | |
| Publication status | Published - 15 Dec 2021 |
Keywords
- Computational genomics
- Congenital heart disease
- Drosophila
- Heart development
- Regulatory elements
- RNAi
- Tissue-specific expression
- Heart Defects, Congenital/genetics
- Ribosomal Proteins/genetics
- Genetic Testing
- Heart/growth & development
- Genomics
- Computational Biology
- Drosophila/genetics
- Animals
- RNA Interference
- Gene Expression Regulation, Developmental
- Regulatory Elements, Transcriptional
- Genome
Fingerprint
Dive into the research topics of 'A cis-regulatory-directed pipeline for the identification of genes involved in cardiac development and disease'. Together they form a unique fingerprint.Cite this
- APA
- Standard
- Harvard
- Vancouver
- Author
- BIBTEX
- RIS