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Crohn’s disease is a chronic, relapsing form of inflammatory bowel disease characterized by segmental, transmural inflammation that can affect any part of the gastrointestinal tract. Its pathogenesis arises from a combination of genetic susceptibility, environmental exposures, epithelial barrier dysfunction, and immune dysregulation. Together, these factors lead to an exaggerated immune response against components of the gut microbiome.Genetic and Environmental InfluencesMultiple genetic...

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A Mouse Model for Pathogen-induced Chronic Inflammation at Local and Systemic Sites
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用空间基因组学重新定义粘膜炎症

A J Caetano1, P T Sharpe2

  • 1Centre for Oral Immunobiology and Regenerative Medicine, Barts Centre for Squamous Cancer, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, UK.

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|January 3, 2024
PubMed
概括
此摘要是机器生成的。

空间转录学揭示了人类口腔粘膜的复杂细胞网络. 这些先进的技术保留了组织结构,为细胞状态和疾病社区提供了新的见解,以改善粘膜质平衡的理解.

关键词:
生物信息学是一种生物信息学.粘膜免疫学 粘膜免疫学多体经济学,机器学习.在口腔的粘膜.牙周疾病 牙周疾病

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科学领域:

  • 口腔生物学 口腔生物学
  • 分子生物学分子生物学
  • 基因组学就是基因组学.

背景情况:

  • 人口粘膜是一个复杂的细胞系统,对生理学和病原体防御至关重要.
  • 单细胞RNA测序 (scRNA-seq) 已经有了先进的理解,但失去了空间上下文.
  • 在scRNA-seq中组织样本的解离破坏了细胞的相互关系.

研究的目的:

  • 讨论空间技术对了解口腔粘膜的贡献.
  • 探索空间转录学如何影响疾病细胞社区的识别.
  • 检查空间信息如何定义口腔粘膜内的细胞状态.

主要方法:

  • 空间转录技术的审查及其在口腔粘膜研究中的应用.
  • 机器学习与空间测序数据的整合取得了进展.
  • 在组织结构组织的背景下对基因表达的分析.

主要成果:

  • 空间转录学保留了在组织解离中丢失的关键空间信息.
  • 这些方法可以在现场评估成千上万个细胞的基因表达.
  • 空间上下文是定义细胞状态和识别与疾病相关的细胞社区的关键.

结论:

  • 空间技术正在彻底改变对口腔粘膜复杂细胞网络的研究.
  • 了解空间关系对于理解粘膜平衡和疾病至关重要.
  • 未来的方向包括利用机器学习来解决粘膜生物学中的开放问题.