Artificial intelligence accelerates efficient mining of functional peptides

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

doi:10.1093/lifemedi/lnad005

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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

Xudong Zhang¹^,² ,
Cesar de la Fuente-Nunez³^,⁴^,⁵ ,
Jun Wang¹^,²

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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 https://doi.org/10.1093/lifemedi/lnad005

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

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

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

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

[5]	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. CrossRef Google scholar