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Updated: Jul 12, 2026

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Generating the Transcriptional Regulation View of Transcriptomic Features for Prediction Task and Dark Biomarker Detection on Small Datasets
Published on: March 1, 2024
The dark genome in cardiovascular medicine
Despoina Kesidou1, Simon D Brown1, Lars Maegdefessel2,3
1Institute for Neuroscience and Cardiovascular Research, Queens Medical Research Institute, University of Edinburgh, 47 Little France Crescent, Edinburgh EH16 4TJ, UK.
European Heart Journal
|July 9, 2026
Summary
The human
Area of Science:
- Genomics and Cardiovascular Medicine
Background:
- Only 1%-2% of the human genome codes for proteins; the rest is non-coding DNA, termed the 'dark genome'.
- The dark genome includes regulatory elements, repetitive sequences, and non-coding RNA (ncRNA) genes, increasingly recognized for regulating gene expression and disease.
- ncRNAs are emerging as key regulators of cardiovascular health and disease.
Purpose of the Study:
- To review major dark genome components implicated in cardiovascular disease.
- To emphasize elements with emerging mechanistic understanding and translational relevance.
Main Methods:
- Review of current literature on dark genome elements and cardiovascular disease.
- Analysis of advances in genome analysis technologies.
Main Results:
- The dark genome plays a significant role in cardiovascular traits and disease.
- Specific dark genome elements, particularly ncRNAs, are critical regulators.
- Advances in genomic analysis are clarifying the dark genome's role in cardiovascular conditions.
Conclusions:
- Understanding the dark genome offers new therapeutic targets for cardiovascular disease prevention and management.
- Further mechanistic insight into the dark genome will drive innovation in cardiovascular therapeutics.
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