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Published on: October 17, 2025
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Systematic design and comparison of expanded carrier screening panels
Kyle A Beauchamp1, Dale Muzzey1, Kenny K Wong1
1Counsyl, South San Francisco, California, USA.
Summary
Expanded carrier screening (ECS) panels can be systematically designed and evaluated. This method maximizes sensitivity and specificity for Mendelian disorders, improving detection of at-risk couples.
Area of Science:
- Genetics
- Reproductive Medicine
- Bioinformatics
Background:
- Pan-ethnic expanded carrier screening (ECS) is growing, necessitating systematic design and evaluation methods.
- Current ECS panel design lacks standardized principles, impacting clinical utility and couple counseling.
- Objective criteria are needed to guide the selection of diseases and methodologies for ECS.
Purpose of the Study:
- To propose a systematic method for designing expanded carrier screening (ECS) panels.
- To maximize aggregate and per-disease sensitivity and specificity across Mendelian disorders.
- To facilitate objective discussions regarding ECS panel selection.
Main Methods:
- Developed a design method for ECS panels guided by medical-society statements.
- Proposed a systematic classification scheme for serious Mendelian disorders.
- Retrospectively evaluated the method using 474,644 de-identified carrier screens.
- Constructed idealized panels to assess strengths and limitations of different methodologies.
Main Results:
- Modeled fetal risks indicated a commercial ECS panel could detect 183 affected conceptuses per 100,000 US births.
- Screen sensitivity is significantly influenced by methodology (e.g., full-exon sequencing vs. targeted genotyping).
- Detection rates for high-prevalence, complex genetic disorders (e.g., fragile X syndrome) critically impact overall sensitivity.
Conclusions:
- The proposed approaches enable principled, quantitative evaluation of ECS.
- This framework aids in selecting appropriate diseases and methodologies for pan-ethnic expanded carrier screening.
- Systematic evaluation improves the clinical utility and reliability of carrier screening panels.

