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相关概念视频

Genomics02:02

Genomics

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Genomics is the science of genomes: it is the study of all the genetic material of an organism. In humans, the genome consists of information carried in 23 pairs of chromosomes in the nucleus, as well as mitochondrial DNA. In genomics, both coding and non-coding DNA is sequenced and analyzed. Genomics allows a better understanding of all living things, their evolution, and their diversity. It has a myriad of uses: for example, to build phylogenetic trees, to improve productivity and...
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Updated: May 1, 2026

Combining Laser Capture Microdissection and Microfluidic qPCR to Analyze Transcriptional Profiles of Single Cells: A Systems Biology Approach to Opioid Dependence
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从采样到模拟:系统病理生理学建模中的单细胞多组学

Alexandra Manchel1, Michelle Gee1,2, Rajanikanth Vadigepalli1

  • 1Daniel Baugh Institute of Functional Genomics/Computational Biology, Department of Pathology and Genomic Medicine, Thomas Jefferson University, Philadelphia, PA, USA.

iScience
|December 4, 2024
PubMed
概括
此摘要是机器生成的。

单细胞奥米克数据使生物系统的高分辨率计算模型成为可能. 将这些数据与生理学结合起来,可以为临床应用创建患者特定的模型.

关键词:
生物约束 生物约束系统生物学中的数据处理.在 silico 生物学.俄米克斯 (Omics) 是一个电子游戏.系统生物学 系统生物学

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科学领域:

  • 计算生物学是一种计算生物学.
  • 系统生物学 系统生物学
  • 基因组学就是基因组学.

背景情况:

  • 快速积累单细胞数据需要先进的分析管道.
  • 现有的管道推断细胞类型,状态,过渡和相互作用.
  • 这为高保真度计算建模创造了机会.

研究的目的:

  • 审查用于构建计算模型的单细胞欧米克数据的使用.
  • 建议将单细胞数据与器官特异性和多器官模型的生理信息整合起来.
  • 讨论将这些模型转化为患者特定的临床应用.

主要方法:

  • 审查现有的单细胞欧米克数据分析管道.
  • 整合单细胞数据与生理信息的概念框架.
  • 讨论多器官系统建模和针对患者的模型生成.

主要成果:

  • 单细胞的奥米克数据可以生成高分辨率的计算模型.
  • 特定器官模型可以组装成多器官病理生理学模型.
  • 模型可以根据患者个性化进行临床使用.

结论:

  • 单细胞欧米克数据是计算建模的强大资源.
  • 综合的多器官模型对理解复杂疾病充满希望.
  • 针对患者的特定计算模型可以推进精准医学.