CMC: constrained mixed-radix coding tools for DNA storage of Chinese text

Liuming SHI , Ziqi LI , Yanfen ZHENG , Xue LI , Ziniu MU , Shihua ZHOU , Ben CAO , Bin WANG , Edmund Ming Kit LAI

Front. Comput. Sci. ›› 2026, Vol. 20 ›› Issue (12) : 2012910

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Front. Comput. Sci. ›› 2026, Vol. 20 ›› Issue (12) :2012910 DOI: 10.1007/s11704-026-60971-6
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CMC: constrained mixed-radix coding tools for DNA storage of Chinese text
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Liuming SHI, Ziqi LI, Yanfen ZHENG, Xue LI, Ziniu MU, Shihua ZHOU, Ben CAO, Bin WANG, Edmund Ming Kit LAI. CMC: constrained mixed-radix coding tools for DNA storage of Chinese text. Front. Comput. Sci., 2026, 20 (12) : 2012910 DOI:10.1007/s11704-026-60971-6

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References

[1]

Yang S, Bögels B W A, Wang F, Xu C, Dou H J, Mann S, Fan C H, De Greef T F A . DNA as a universal chemical substrate for computing and data storage. Nature Reviews Chemistry, 2024, 8( 3): 179–194

[2]

Doricchi A, Platnich C M, Gimpel A, Horn F, Earle M, Lanzavecchia G, Cortajarena A L, Liz-Marzán L M, Liu N, Heckel R, Grass R N, Krahne R, Keyser U F, Garoli D . Emerging approaches to DNA data storage: challenges and prospects. ACS Nano, 2022, 16( 11): 17552–17571

[3]

Welzel M, Schwarz P M, Löchel H F, Kabdullayeva T, Clemens S, Becker A, Freisleben B, Heider D . DNA-Aeon provides flexible arithmetic coding for constraint adherence and error correction in DNA storage. Nature Communications, 2023, 14( 1): 628

[4]

Yang X, Lai L, Qiang X, Deng M, Xie Y, Shi X, Kou Z . Towards Chinese text and DNA shift encoding scheme based on biomass plasmid storage. Frontiers in Bioinformatics, 2023, 3: 1276934

[5]

Kang J, Sun L, Liu X, Yang Z, Wang B, Zhou S, Cao B, Zheng P. . Directly encrypting DNA sequences for secure DNA storage via automata cryptography. IEEE Transactions on NanoBioscience, 2026,

[6]

Wang J, Wang B, Zhou S, Cao B, Li W, Zheng P . DNACSE: enhancing genomic LLMs with contrastive learning for DNA barcode identification. Journal of Chemical Information and Modeling, 2026, 66( 2): 976–993

[7]

Li X, Qiao S, Li Z, Zhou S, Wang J, Wang B, Song T, Cao B . Predicting protein−protein interaction sites based on dynamic perception mechanism within a hierarchical E(n)-equivariant graph. Briefings in Bioinformatics, 2026, 27( 3): bbag304

[8]

Anavy L, Vaknin I, Atar O, Amit R, Yakhini Z . Data storage in DNA with fewer synthesis cycles using composite DNA letters. Nature Biotechnology, 2019, 37( 10): 1229–1236

[9]

Ping Z, Chen S, Zhou G, Huang X, Zhu S J, Zhang H, Lee H H, Lan Z, Cui J, Chen T, Zhang W, Yang H, Xu X, Church G M, Shen Y . Towards practical and robust DNA-based data archiving using the yin–yang codec system. Nature Computational Science, 2022, 2( 4): 234–242

[10]

Erlich Y, Zielinski D . DNA Fountain enables a robust and efficient storage architecture. Science, 2017, 355( 6328): 950–954

[11]

Press W H, Hawkins J A, Jones S K Jr, Schaub J M, Finkelstein I J . HEDGES error-correcting code for DNA storage corrects indels and allows sequence constraints. Proceedings of the National Academy of Sciences of the United States of America, 2020, 117( 31): 18489–18496

[12]

Zhang X, Qi B, Niu Y . A dual-rule encoding DNA storage system using chaotic mapping to control GC content. Bioinformatics, 2024, 40( 3): btae113

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