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通过深度学习设计的针对Cutibacterium acnes的新型抗菌

Qichang Dong1, Shaohua Wang1, Ying Miao2

  • 1Shanghai MetaNovas Biotech Co., Ltd, Shanghai, 200120, China.

Scientific reports
|February 24, 2024
PubMed
概括

在Cutibacterium的抗生素耐药性需要新的治疗方法. 研究人员使用深度学习设计了新型抗微生物 (AMP),确定了五种对抗C. acnes.有效的强有力的候选者.

关键词:
抗微生物是一种抗微生物.这种细菌是Cutibacterium acnes.深度学习是一种深度学习.预先训练的蛋白质语言嵌入.转移学习转移学习

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Antimicrobial Proteins01:23

Antimicrobial Proteins

Antimicrobial proteins are important components of the immune system. They aid the body in combating pathogens by either killing them directly or hindering their replication processes. Four main types of antimicrobial substances are interferons, the complement system, iron-binding proteins, and antimicrobial proteins.
Interferons
Interferons (IFNs) are proteins produced by lymphocytes, macrophages, and fibroblasts infected with viruses. While IFNs cannot prevent viruses from entering and...
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