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Deep learning unlocks antimicrobial self-assembling peptides

delete2025-07-21
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PRE
AI
X
Xiaoqiong Xia
C
César de la Fuente‐Núñez *
DOI:10.1038/s41563-025-02299-3delete
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Abstract

Abstract

En 中文
A deep-learning framework identifies peptides that show antimicrobial activity against multidrug-resistant bacteria, eradicate biofilms, and treat intestinal bacterial infection in mice.

Journal

Nature Materials cover
Nature Materials
IF:
38.5
Papers:
6.8K
Citations:
11.5W

Organization

P
Perelman School of Medicine
Scholars:
711
Papers: 267
Citations: 1
Cited Papers

Cited Papers

Self-assembled short peptides: Recent advances and strategies for potential pharmaceutical applications
err2023-06-01
err23
errOAAI
errYang, Shihua; Wang, Mingge; Wang, Tianye; Sun, Mengchi; Huang, Hanwei; Shi, Xianbao; Duan, Shijie; Wu, Ying; Zhu, Jiaming; Liu, Funan
errShare
errSave
Bacterial biofilm development as a multicellular adaptation: antibiotic resistance and new therapeutic strategies
err2013-10-01
err629
PREAI
errde la Fuente-Nunez, Cesar; Reffuveille, Fany; Fernandez, Lucia; Hancock, Robert E. W.
errShare
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Mining human microbiomes reveals an untapped source of peptide antibiotics
errCell
IF0
err2024-09-01
err0
errOAAI
errMarcelo D.T. Torres; Erin F. Brooks; Angela Cesaro; Hila Sberro; Matthew O. Gill; Cosmos Nicolaou; Ami S. Bhatt; Cesar de la Fuente-Nunez
errShare
errSave
Machine learning for antimicrobial peptide identification and design
err2024-02-26
err0
PREAI
errFangping Wan; Felix Wong; James J. Collins; Cesar de la Fuente-Nunez
errShare
errSave
De novo design of self-assembling peptides with antimicrobial activity guided by deep learning
err2025-03-14
err1
PREAI
errLiu, Huayang; Song, Zilin; Zhang, Yu; Wu, Bihan; Chen, Dinghao; Zhou, Ziao; Zhang, Hongyue; Li, Sangshuang; Feng, Xinping
errShare
errSave
Leveraging artificial intelligence in the fight against infectious diseases
err2023-07-14
err0
errOAAI
errFelix Wong; Cesar de la Fuente-Nunez; James J. Collins
errShare
errSave
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