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Updated: Jan 18, 2026

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Determining the Likelihood of Variant Pathogenicity Using Amino Acid-level Signal-to-Noise Analysis of Genetic Variation
Published on: January 16, 2019
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The Case for Limiting "Sequences of Concern" to Those with Demonstrated Pathogenic Function.
Gene D Godbold1, Krista L Ternus2, Kevin Flyangolts3
1Signature Science, LLC, Charlottesville, Virginia, USA.
Applied Biosafety : Journal of the American Biological Safety Association
|September 10, 2025
Summary
Screening synthetic nucleic acid orders requires evaluating sequence function, not just taxonomy, to ensure biosecurity without undue burden on providers. Nonviral sequences with unknown functions are not of concern.
Area of Science:
- Biosecurity
- Synthetic Biology
- Bioinformatics
Background:
- Screening synthetic nucleic acid orders is vital for biosecurity but incurs costs for providers.
- Current screening relies heavily on taxonomy, particularly for viral sequences.
- The debate continues on which sequence functions constitute a biosecurity concern.
Purpose of the Study:
- To evaluate the role of sequence function, beyond taxonomy, in biosecurity screening.
- To propose a framework for assessing the concern level of nonviral synthetic nucleic acid sequences.
- To differentiate between sequences with known concerning functions and those with unknown or hypothetical functions.
Main Methods:
- Analysis of existing biosecurity screening protocols for synthetic nucleic acids.
- Review of scientific literature to identify functions of concern.
- Comparative analysis of viral and nonviral sequence screening criteria.
Main Results:
- Taxonomy remains crucial, but sequence function is increasingly important for determining concern levels.
- Nonviral sequences with unknown or hypothetical functions should not be considered of concern by default.
- A sequence must have a documented concerning function in published literature to be classified as a nonviral sequence of concern.
Conclusions:
- Future biosecurity screening must integrate functional analysis with taxonomic identification.
- A clear definition of 'concerning functions' is needed for consistent screening.
- The proposed approach balances biosecurity needs with the operational realities of nucleic acid providers.
Keywords:
Framework for Nucleic Acid Synthesis ScreeningInternational Gene Synthesis Consortiumhypothetical functionsequence of concernsynthetic DNA screeningunknown functionMore Related Videos
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