DNA StairLoop: enabling high-fidelity data recovery and robust error correction in DNA-based data storage
High-throughput electrochemical synthesis is an emerging DNA synthesis technology that has attracted considerable attention due to its scalability and cost-effectiveness. However, its high error rates and poor synthesis uniformity pose significant challenges for applications in DNA data storage, where high fidelity is essential. In this study, we present StairLoop, a coding scheme designed to address these error characteristics, providing robust error-correcting capabilities. Validated through in-vitro experiments, StairLoop successfully recovers original data under harsh conditions, including nucleotide error rates exceeding 6% or dropout rates over 30% within a block, with sequencing depths of less than 3x . Moreover, the simulation results show that StairLoop can achieve an error correction capability of 10% at the mean coverage rate of 15x. These results highlight StairLoop's potential to enhance the reliability and practicality of electrochemical DNA synthesis for data storage applications.
Authors
- Gang Zheng (ORCID: https://orcid.org/0000-0003-2864-0395)
- Xin Chen (ORCID: https://orcid.org/0000-0002-5120-1983)
- Zihui Yan (ORCID: https://orcid.org/0000-0002-3229-0204)
- Guanjin Qu (ORCID: https://orcid.org/0000-0002-3475-1975)
- Huaming Wu (ORCID: https://orcid.org/0000-0002-4761-9973)
Institutions
- Tianjin University (CN)
- Tianjin Synthetic Material Research Institute (China) (CN)
- National Supercomputing Center of Tianjin (CN)
Publication Details
- Journal
- Nature Communications
- Published
- 2025-10-16
- DOI
- https://doi.org/10.1038/s41467-025-64230-3
- Citations
- 2
- Primary Topic
- DNA and Biological Computing
- Type
- article
- Field-Weighted Citation Impact
- 1.61
Funders
- China Postdoctoral Science Foundation
- Tianjin University
- National Key Research and Development Program of China
- Division of Emerging Frontiers