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.

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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

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article

DNA StairLoop: enabling high-fidelity data recovery and robust error correction in DNA-based data storage

Gang Zheng, Xin Chen, Zihui Yan, Guanjin Qu et al.
2 citations
Nature Communications
DNA and Biological Computing
1.61
article

DNA StairLoop: enabling high-fidelity data recovery and robust error correction in DNA-based data storage

Gang Zheng, Xin Chen, Zihui Yan, Guanjin Qu, Huaming Wu
article en
2 citations

Abstract

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.

Nature CommunicationsVol. 16(1)
Tianjin University (CN), Tianjin Synthetic Material Research Institute (China) (CN), National Supercomputing Center of Tianjin (CN)
China Postdoctoral Science Foundation, Tianjin University, National Key Research and Development Program of China, Division of Emerging Frontiers
Openalex Percentile: Top 14%
DNA and Biological Computing
1.61
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DNA StairLoop: enabling high-fidelity data recovery and robust error correction in DNA-based data storage — Gang Zheng, Xin Chen, et al. · Nature Communications (2025) | TGRS Research Map | TGRS