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Updated: Jun 24, 2026

In Silico Clinical Trials for Cardiovascular Disease
Published on: May 27, 2022
Genomics and cardiovascular drug development
1Cardiovascular Diseases, Merck Research Laboratories, Rahway, New Jersey 07065, USA. andrew_plump@merck.com
Insights
Genomic research revolutionizes cardiovascular drug development, identifying novel targets to address the 70% residual risk in atherosclerotic heart disease, a leading cause of death.
Area of Science:
- Cardiovascular Research
- Genomics
- Drug Development
Background:
- Cardiovascular disease (CVD) is the leading cause of death globally, with significant residual risk despite statin therapy.
- Few novel cardiovascular therapies have emerged since statins became available in 1987.
- A 70% residual risk in atherosclerotic heart disease highlights the urgent need for innovative treatments.
Purpose of the Study:
- To review the application of genomics in developing novel atherosclerosis therapies.
- To explore how genomic advancements can accelerate cardiovascular drug discovery.
- To discuss the potential of genomics in identifying new therapeutic targets and biomarkers.
Main Methods:
- Review of advancements in genomic research, including genome-wide genotyping and gene expression profiling.
- Integration of proteomic and metabolomic methodologies.
- Application of systems biology approaches through advanced informatics.
Main Results:
- Genomic approaches are actively identifying and validating novel targets for drug development pipelines.
- Genomics promises to enhance biomarker discovery and patient segmentation for targeted therapies.
- The genomics revolution is paving the way for next-generation cardiovascular treatments.
Conclusions:
- Genomics offers a powerful toolkit to overcome limitations of current cardiovascular therapies.
- Continued application of genomic strategies is crucial for developing effective atherosclerosis treatments.
- Future cardiovascular drug development will be significantly shaped by genomic insights.
Abstract:
In the last half century, phenomenal advances have been made in understanding the pathophysiology of cardiovascular disease and in developing therapies to reduce cardiovascular risk. Nevertheless, cardiovascular disease remains the leading cause of death and morbidity in the industrialized world, with rapidly rising prevalence in developing countries, accounting for approximately 30% of all deaths worldwide. Since the initial availability of statin drugs in 1987, few novel cardiovascular therapies have emerged. Whereas statins reduce the mortality and morbidity from atherosclerotic heart disease by approximately 30%, the staggering 70% residual cardiovascular risk underscores the persistent need for novel therapies. Substantial advances in genomic research offer promise to greatly facilitate cardiovascular drug development. Over the past decade, often termed "the genomics revolution," such advancements as the emergence of genome-wide genotyping in humans, the industrialization of messenger ribonucleic acid expression profiling, and the maturation of proteomic and metabolomic methodologies have been made. In addition, the advancement of informatics to allow the intersection of multiple complex datasets has led to the field of systems biology. Genomic approaches are already being utilized to drive novel compound pipelines by helping with the identification and validation of novel targets. In the future, the study of genomics is expected to support biomarker discovery and development and the identification of responder patient segments. The focus of the present review is the application of genomics to the development of novel atherosclerosis therapies.
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