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Updated: Jan 6, 2026

Author Spotlight: Impact of Intergenic Interactions on Disease-Identifying Dark Biomarkers
Published on: March 1, 2024
A pediatric perspective on genomics and prevention in the twenty-first century
Bimal P Chaudhari1,2,3,4, Kandamurugu Manickam5,6, Kim L McBride5,7,8
1Division of Genetic and Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA. Bimal.Chaudhari@NationwideChildrens.org.
Insights
Genomics offers new ways to prevent diseases in both individuals and populations. However, challenges exist, especially with newborn screening, requiring careful consideration for future genomic applications in health.
Area of Science:
- Genomics and Public Health
- Preventive Medicine
- Genetic Screening
Background:
- Genomic applications in disease prevention are expanding.
- Understanding the role of genomics in medical and public health is crucial.
- Current challenges and potential risks of increased genomic use need evaluation.
Purpose of the Study:
- To explore the current and emerging roles of genomics in disease prevention.
- To compare genomic screening in healthy versus symptomatic populations.
- To examine the utility of pharmacogenomics and polygenic risk scores for broader prevention.
Main Methods:
- Comparative analysis of screening approaches (newborn vs. symptomatic).
- Review of evidence on secondary findings and population testing.
- Examination of pharmacogenomics and polygenic risk scores.
Main Results:
- Variants for secondary findings are more common than anticipated.
- Population testing can identify specific groups for targeted prevention.
- Next-generation sequencing for newborn screening faces significant barriers.
Conclusions:
- Genomics shows promise for targeted prevention strategies.
- Pharmacogenomics and polygenic risk scores offer broader population benefits.
- Further research is needed to address unresolved questions in genomic disease prevention.
Abstract:
We present evidence from diverse disciplines and populations to identify the current and emerging role of genomics in prevention from both medical and public health perspectives as well as key challenges and potential untoward consequences of increasing the role of genomics in these endeavors. We begin by comparing screening in healthy populations (newborn screening), with testing in symptomatic populations, which may incidentally identify secondary findings and at-risk relatives. Emerging evidence suggests that variants in genes subject to the reporting of secondary findings are more common than expected in patients who otherwise would not meet the criteria for testing and population testing for variants in these genes may more precisely identify discrete populations to target for various prevention strategies starting in childhood. Conversely, despite its theoretical promise, recent studies attempting to demonstrate benefits of next-generation sequencing for newborn screening have instead demonstrated numerous barriers and pitfalls to this approach. We also examine the special cases of pharmacogenomics and polygenic risk scores as examples of ways genomics can contribute to prevention amongst a broader population than that affected by rare Mendelian disease. We conclude with unresolved questions which will benefit from future investigations of the role of genomics in disease prevention.
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