Artificial intelligence accelerates efficient mining of functional peptides

Xudong Zhang , Cesar de la Fuente-Nunez , Jun Wang

Life Medicine ›› 2023, Vol. 2 ›› Issue (2) : 2

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Life Medicine ›› 2023, Vol. 2 ›› Issue (2) : 2 DOI: 10.1093/lifemedi/lnad005
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Artificial intelligence accelerates efficient mining of functional peptides

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Xudong Zhang, Cesar de la Fuente-Nunez, Jun Wang. Artificial intelligence accelerates efficient mining of functional peptides. Life Medicine, 2023, 2(2): 2 DOI:10.1093/lifemedi/lnad005

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References

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Stokes JM, Yang K, Swanson K, et al. A deep learning approach to antibiotic discovery. Cell 2020;180:688–702.e13.

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Zagribelnyy BA, Zhavoronkov A, Aliper A, et al. Deep learning enables rapid identification of potent DDR1 kinase inhibitors. Nat Biotechnol 2019;37:1038–40.

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Mejía-Pitta A, Broset E, Fuente-Nunez C. Probiotic engineering strategies for heterologous production of antimicrobial peptides. Adv Drug Deliv Rev 2021;176:113863.

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Torres MDT, Melo MCR, Crescenzi O, et al. Mining for encrypted peptide antibiotics in the human proteome. Nat Biomed Eng 2022;6:67–75.

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Ma Y, Guo Z, Xia B, et al. Identification of antimicrobial peptides from the human gut microbiome using deep learning. Nat Biotechnol 2022;40:921–31.

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The Author(s) 2023. Published by Oxford University Press on behalf of Higher Education Press.

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