Related Experiment Video
Updated: Mar 29, 2026

10:41
Identifying Amino Acid Overproducers Using Rare-Codon-Rich Markers
Published on: June 24, 2019
8.9K
Unintended Creation or Insertion of Antisense Promoter Motifs During Codon Optimization: A Cyber-Biosecurity Risk
Elad Carmi1, Roni Glikman1, Yuval Dorfan1
1Faculty of Electrical Engineering, H.I.T.-Holon Institute of Technology, Holon 5810201, Israel.
Microorganisms
|March 28, 2026
Summary
Codon optimization may introduce unintended antisense promoter motifs into DNA sequences. Our software identifies and inserts these motifs silently, revealing a new cyber-biosecurity vulnerability in DNA design.
Area of Science:
- Synthetic Biology
- Molecular Biology
- Bioinformatics
Background:
- Codon optimization enhances protein expression via synonymous codon substitutions.
- Traditional methods overlook impacts on the complementary DNA strand.
- Antisense motifs, like bacterial promoters, can be inadvertently introduced.
Purpose of the Study:
- Investigate inadvertent introduction of antisense promoter motifs during codon optimization.
- Assess the feasibility of silent insertion of these motifs without altering protein output.
- Develop computational tools for scanning and defense against these vulnerabilities.
Main Methods:
- Developed a computational pipeline for scanning DNA sequences for antisense motifs.
- Implemented a silent insertion algorithm preserving amino acid sequences.
- Evaluated insertion feasibility across a large genomic dataset (484,741 sequences).
Main Results:
- 77.28% of motif-free sequences allowed silent insertion of antisense motifs.
- Only 4.8% of sequences naturally contained such motifs.
- Identified a novel cyber-biosecurity vulnerability in DNA design pipelines.
Conclusions:
- Codon optimization requires bi-directional screening for both forward and antisense strands.
- Silent insertion of antisense motifs presents a potential risk in synthetic DNA.
- Developed open-source software to mitigate these risks in academic and industrial settings.
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