系统级应激反应数据分析中的计算策略
相关实验视频
Updated: Sep 18, 2025

10:36
Measurements of Physiological Stress Responses in C. Elegans
Published on: May 21, 2020
14.2K
Felix Jung1, David Zimmer1, Timo Mühlhaus1
1Computational Systems Biology, 26562 RPTU University of Kaiserslautern , Paul-Ehrlich-Strasse 23, D-67663 Kaiserslautern, Germany.
Biological chemistry
|June 26, 2025
概括
计算方法通过分析分子相互作用和网络来揭示生物系统如何适应压力. 这些策略有助于通过数据分析和网络建模来理解细胞平衡和应激弹性.
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
- 生物信息学是一种生物信息学.
背景情况:
- 生物应激反应涉及基因,蛋白质和代谢物之间的复杂相互作用.
- 了解细胞平衡需要分析分子组织成通路和网络.
研究的目的:
- 审查用于分析应激适应过程中的动态分子变化的计算策略.
- 重点介绍了将分子变化置于环境中的方法,并建立了应激特异性网络.
主要方法:
- 数据分析技术包括经典 (ANOVA,t测试) 和先进的 (聚类,平滑线条) 方法.
- 丰富分析将分子变化与生物功能联系起来.
- 基于网络的建模,包括新的网络构建和机器学习的多omics数据集成.
主要成果:
- 计算方法可以检查动态分子变化及其组织成网络.
- 网络分析识别了压力特定的监管机制以及跨条件的保留/独特特征.
- 先进的方法整合了多学科数据和文献知识,以构建强大的网络.
结论:
- 计算策略对于剖析生物系统中复杂的应激反应至关重要.
- 网络建模为细胞弹性和适应机制提供了洞察力.
- 计算方法的持续进步将增强对细胞应激检测和对抗的理解.
相关概念视频
Applications of Stress
409
Consider a structure made of a boom and a rod designed to support a load. These two components are connected by a pin and stabilized by brackets and pins. The boom and the rod are detached from their supports to assess the different stresses imposed on this structure, and a free-body diagram is drawn. Then, all the forces applied, including the load acting on the structure, are identified. The reaction forces exerted on both the boom and the rod are computed using the equilibrium equations.
The...
The...
409
Stress Response System
215
The stress response system, also known as the fight-or-flight response, is the body's automatic physiological reaction to perceived threats. Hans Selye introduced the concept of General Adaptation Syndrome (GAS) to describe the predictable pattern of changes that occur in response to stress. GAS consists of three sequential stages: alarm, resistance, and exhaustion. This model helps explain how chronic stress can contribute to health problems.
Alarm stage
In the alarm stage, the body's...
Alarm stage
In the alarm stage, the body's...
215
Other Stress Responses in Bacteria
70
Bacteria have global regulatory systems that control several types of stress mechanisms. These include Pho regulon and the heat shock response, which are essential systems for environmental adaptation, such as nutrient limitation and proteotoxic stress. The Pho regulon and the heat shock response exemplify bacterial resilience, enabling rapid adaptation to fluctuating environmental conditions.Pho RegulonBacteria require phosphorus for essential cellular processes, including nucleic acid...
70
Stress: General Loading Conditions
383
To grasp the intricacy of real-world conditions where multiple loads are applied simultaneously to a structure, one might visualize a section passing through a specific point within a body, aligned parallel to the xy plane. This section is subjected to various forces, including original loads, normal forces, and shearing forces.
The shearing force, possessing potential directionality within the plane of the section, is simplified into two component forces running parallel to the x and y axes....
The shearing force, possessing potential directionality within the plane of the section, is simplified into two component forces running parallel to the x and y axes....
383
Physiological Foundation of Stress
170
Stress triggers a coordinated physiological response involving the sympathetic nervous system (SNS) and the hypothalamic-pituitary-adrenal (HPA) axis. This dual activation ensures that the body is prepared for both immediate and prolonged stress management. The process begins with the perception of a stressor. This initial phase activates the SNS, leading to the rapid release of adrenaline (epinephrine) from the adrenal glands.
Role of the Sympathetic Nervous System
Adrenaline triggers the...
Role of the Sympathetic Nervous System
Adrenaline triggers the...
170
Stress Concentrations
315
The concept of stress concentration is crucial for understanding how materials respond under bending stresses, particularly when there are irregularities or discontinuities in the material's geometry. Normally, stress in a symmetric member subjected to pure bending is assumed to be uniformly distributed across the entire cross-section. However, this assumption does not hold when there are variations in the cross-sectional geometry or the presence of notches and holes.
The stress...
The stress...
315

