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相关概念视频

Defense Against Bacterial Pathogens01:31

Defense Against Bacterial Pathogens

The human immune system is a complex network of cells, tissues, and organs that work together to defend the body against bacterial infections. It consists of various immune cells, each playing a specific role in the defense mechanism.
Phagocytes
Phagocytes are the frontline soldiers of the immune system. They include neutrophils and macrophages. Neutrophils are the most abundant type of white blood cell and are quickly mobilized to the site of infection. Macrophages are larger cells that patrol...
Microorganisms in Medicine and Therapeutics01:29

Microorganisms in Medicine and Therapeutics

Microorganisms play a fundamental role in vaccine development, gene therapy, and therapeutic production. Their biological properties are harnessed to advance medicine and public health. Beyond immunization, microorganisms contribute to gut health, antibiotic synthesis, and genetic disease treatment.Live Attenuated and Inactivated VaccinesLive attenuated vaccines, such as the measles, mumps, and rubella (MMR) vaccine, utilize weakened forms of pathogens to closely resemble natural infections.
Biological Methods for Microbial Control01:28

Biological Methods for Microbial Control

Biological agents offer an effective means of controlling microbial growth by leveraging natural processes like predation, competition, and the secretion of antimicrobial substances.Predatory bacteria such as Bdellovibrio species target and kill pathogens like Salmonella and E. coli. They are widely used in poultry farms to control infections. Myxococcus species help combat plant-pathogenic fungi. These naturally occurring predators serve as eco-friendly alternatives to chemical pesticides and...
iChip01:24

iChip

The cultivation of environmental microorganisms has long been hindered by the inability to replicate complex native conditions in vitro. The isolation chip (iChip) addresses this limitation by facilitating the growth of previously uncultivable microorganisms through in situ incubation. Designed for high-throughput microbial cultivation, the iChip comprises hundreds of microchambers, each capable of housing a single microbial cell. These microchambers are loaded with a mixture of molten agar and...
Microbiota Modulation by Antibiotics01:21

Microbiota Modulation by Antibiotics

Antibiotics have revolutionized modern medicine by saving countless lives from bacterial infections. However, their widespread use has inadvertently harmed the delicate balance of the human gut microbiota. The gut microbiota, a complex community of bacteria, archaea, viruses, and fungi, plays a vital role in regulating metabolism, immune responses, and maintaining intestinal health. Antibiotics, especially broad-spectrum types, disrupt this ecosystem by eradicating both harmful and beneficial...
Clinical Significance of Antibiotic Resistance01:25

Clinical Significance of Antibiotic Resistance

Methicillin-resistant Staphylococcus aureus (MRSA) presents a critical public health threat, arising from its capacity to resist β-lactam antibiotics due to acquisition of the mecA gene within the staphylococcal cassette chromosome mec (SCCmec). This gene encodes penicillin-binding protein 2a (PBP2a), which impairs binding efficacy of methicillin and other β-lactams. MRSA has evolved into distinct clonal lineages impacting humans and animals alike, reinforcing its significance within the One...

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相关实验视频

Updated: Jul 25, 2026

A New Screening Method for the Directed Evolution of Thermostable Bacteriolytic Enzymes
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A New Screening Method for the Directed Evolution of Thermostable Bacteriolytic Enzymes

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使用多种深度学习和定向进化策略选抗微生物和益生菌.

Yu Zhang1, Li-Hua Liu1,2, Bo Xu3

  • 1Tidetron Bioworks Technology (Guangzhou) Co., Ltd., Guangzhou Qianxiang Bioworks Co., Ltd., Guangzhou 510000, China.

Acta pharmaceutica Sinica. B
|September 5, 2024
PubMed
概括

这项研究引入了一种改进的抗微生物 (AMP) 预测模型COMDEL,实现了高精度. 研究还提高了AMP的生产,并确定了有前途的益生菌候选人,用于工业应用.

关键词:
抗微生物是一种抗微生物.没有细胞的合成.深度学习是一种深度学习.在L. plantarum的研究中.益生菌 益生菌 益生菌

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Establishment and Optimization of a High Throughput Setup to Study Staphylococcus epidermidis and Mycobacterium marinum Infection as a Model for Drug Discovery
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Establishment and Optimization of a High Throughput Setup to Study Staphylococcus epidermidis and Mycobacterium marinum Infection as a Model for Drug Discovery

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Screening Peptides that Activate MRGPRX2 using Engineered HEK Cells
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科学领域:

  • 生物技术是生物技术.
  • 计算生物学 计算生物学
  • 微生物学 微生物学

背景情况:

  • 目前的抗微生物 (AMP) 预测模型在准确性和适用性方面存在局限性,阻碍了工业应用.
  • 开发准确有效的AMP发现和生产方法对于打击抗菌素耐药性至关重要.

研究的目的:

  • 开发和增强AMP预测模型,以提高准确性和工业适用性.
  • 优化AMP生产产量,并确定AMP生成的新型微生物来源.

主要方法:

  • 实施了用于AMP预测的多重深度学习 (COMDEL) 算法进行比较和优化.
  • 利用高通量查,菌体辅助进化和无细胞合成来生产AMP.
  • 采用多组体分析和微滴分类来进行益生菌查和突变物选择.

主要成果:

  • 康德尔模型在测试中达到了94.8%的准确性,在实验验证中达到了88%,超过了现有的模型.
  • 开发了一种无细胞AMP合成系统,在几个小时内达到0.5-2.1g/L的产量.
  • 确定了 *Lactobacillus plantarum * 作为AMP生成的关键益生菌,并选了具有两倍抗菌能力的突变物.

结论:

  • 改进的COMDEL模型和优化的生产系统显著提升了AMP的发现和制造.
  • 鉴定到的L. plantarum*突变物为工业规模的抗微生物生成具有巨大的潜力.