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Blockchain-inspired DNA storage codec recovers data from heavily damaged sequences

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Blockchain-inspired DNA storage codec recovers data from heavily damaged sequences

Gaby Clark

Scientific Editor

Robert Egan

Senior Editor

HKU researchers develop blockchain-inspired Gungnir codec for long-term DNA data storage
Gungnir codec overview and its encoding algorithm. Credit: The University of Hong Kong

A research team at the Faculty of Engineering at The University of Hong Kong (HKU), led by professor Ruibang Luo of the School of Computing and Data Science and professor Can Li of the Department of Electrical and Computer Engineering, has developed Gungnir, a blockchain-inspired DNA data storage codec. The framework improves digital information recovery from severely damaged DNA sequences, potentially extending the practical lifespan of DNA data archives from less than a decade to centuries. The paper is published in the journal Nature Communications.

DNA is a promising medium for long-term archival storage. It can hold vast amounts of information in a small physical volume, remain stable for millennia under suitable conditions and require no energy during storage. However, DNA molecules can gradually degrade and accumulate damage over time, making the original files increasingly difficult to recover. Existing codecs work best with newly synthesized DNA. They are less effective at correcting errors that build up during long-term storage.

Gungnir takes a new approach to error correction by applying blockchain-based computing techniques to DNA data storage. It uses substantial computing power to generate possible reconstructions of the original data and verify them until it identifies the correct information. In other words, greater computing power gives Gungnir stronger error correction capabilities. The design enables a DNA drive to tolerate error rates of up to 20%, a fourfold improvement over existing methods.

HKU researchers develop blockchain-inspired Gungnir codec for long-term DNA data storage
Error tolerance performance of Gungnir. Credit: The University of Hong Kong

The technique makes it possible to recover data even from heavily damaged DNA. In extreme testing, Gungnir achieved lossless data recovery from DNA with damage levels expected after around 400 years of archival storage. This could extend the practical lifespan of a DNA drive from less than a decade to several centuries. As computing power grows, Gungnir’s performance could improve, potentially making it possible to preserve digital information in DNA for millennia.

Gungnir is open source and available at https://github.com/HKU-BAL/Gungnir.

Publication details

Jingcheng Zhang et al, Gungnir codec enabling high error-tolerance and low-redundancy DNA storage through substantial computing power, Nature Communications (2026). DOI: 10.1038/s41467-026-71485-x

Journal information:
Nature Communications

Who’s behind this story?

Gaby Clark

Gaby Clark

MA in English, copy editor since 2021 with experience in higher education and health content. Dedicated to trustworthy science news.

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Robert Egan

Robert Egan

Bachelor’s in mathematical biology, Master’s in creative writing. Well-traveled with unique perspectives on science and language.

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Blockchain-inspired DNA storage codec recovers data from heavily damaged sequences (2026, September 23)
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