从时钟到时钟:对衰老和与年龄有关的疾病的治疗目标的发现
Jianjiu Chen1, Geoffrey Ho Duen Leung1, Howell Leung1
1Insilico Medicine Hong Kong Ltd, Unit 310, 3/F, Building 8W, Hong Kong Science and Technology Park, Hong Kong, China.
Ageing research reviews
|August 14, 2025
概括
由机器学习驱动的老龄化时钟正在成为识别新药标的强大工具,以打击与年龄相关的疾病并改善健康状况. 这种方法有助于为日益增长的全球老年人群开发新型治疗方法.
科学领域:
- 老年学和生物信息学
- 计算生物学和药物发现
背景情况:
- 全球人口老龄化需要针对与年龄相关疾病的新疗法.
- 确定解决衰老和疾病的治疗目标至关重要.
研究的目的:
- 审查老龄化和与年龄有关的疾病的双重目的目标识别策略.
- 突出老化时钟在识别治疗点中的作用.
主要方法:
- 评估衰老的标志,以确定目标.
- 利用机器学习 (ML) 和人工智能 (AI) 模型用于老化的时钟开发.
- 识别与时钟相关的基因以验证已知的药物标.
主要成果:
- 老化的时钟,最初是生物标志物,显示出治疗标识的巨大潜力.
- 通过识别与时钟相关的基因,大量已知的药物标被重新确立.
- 衰老时钟可以应用于人口分层和疾病/治疗监测.
结论:
- 由多omics数据和人工智能推动的老龄化时钟研究正在迅速推进.
- 这一进步有望为全球老龄化人口的医疗保健需求提供创新的治疗方法.
- 双重目的的目标识别策略是开发有效的抗衰老疗法的关键.
更多相关视频
11:44Cellular Membrane Affinity Chromatography Columns to Identify Specialized Plant Metabolites Interacting with Immobilized Tropomyosin Kinase Receptor B
Published on: January 19, 2022
2.6K
09:37A Phenotyping Regimen for Genetically Modified Mice Used to Study Genes Implicated in Human Diseases of Aging
Published on: July 14, 2016
8.4K
相关概念视频
Aging
182
Aging is a complex biological phenomenon influenced by various processes that affect cellular and systemic functions. Several prominent theories attempt to explain its mechanisms, highlighting cellular limitations, oxidative damage, and hormonal changes as central factors in aging.
Cellular Clock Theory
The cellular clock theory posits that the human lifespan is closely tied to the finite capacity of cells to divide, a phenomenon governed by telomeres, which are protective caps at the ends of...
Cellular Clock Theory
The cellular clock theory posits that the human lifespan is closely tied to the finite capacity of cells to divide, a phenomenon governed by telomeres, which are protective caps at the ends of...
182
The Effect of Aging on Tissues
2.4K
Several body functions deteriorate with age. The external signs of aging are easily identifiable. For example, the skin becomes dry, less elastic, and thins out, forming wrinkles. The skin of the face begins to appear looser due to a decrease in the levels of elastic and collagen fibers in the connective tissue. Additionally, melanin production in the hair follicle decreases with age, resulting in gray hair. Moreover, the senses of sight and hearing decline, so glasses and hearing aids may...
2.4K
Drug Discovery: Overview
8.7K
Drug discovery is a multifaceted process involving extensive screening, testing, and optimization of lead compounds to identify potential new drugs for therapeutic use. It combines several approaches, including screening large numbers of natural products, chemical modification of known active molecules, identification of new drug targets, and rational design based on biological mechanisms and drug-receptor structure. These approaches are carried out in both academic research laboratories and...
8.7K
Targets for Drug Action: Overview
7.4K
Drugs target macromolecules to modify ongoing cellular processes. Primary drug targets include receptors, ion channels, transporters, and enzymes.
Receptors are either membrane-spanning or intracellular proteins, which upon binding a ligand, get activated and transmit the signal downstream to elicit a response. Drugs bind receptors, either mimicking the action of endogenous ligands or blocking the receptor activity to bring about a modified response. Nearly 35% of approved drugs target the G...
Receptors are either membrane-spanning or intracellular proteins, which upon binding a ligand, get activated and transmit the signal downstream to elicit a response. Drugs bind receptors, either mimicking the action of endogenous ligands or blocking the receptor activity to bring about a modified response. Nearly 35% of approved drugs target the G...
7.4K
Mitochondria
14.9K
Mitochondria are eukaryotic cellular organelles that are known to produce energy through a process called oxidative phosphorylation. Besides their primary function, mitochondria are involved in various cellular processes, including cell growth, differentiation, signaling, metabolism, and senescence. Age-related changes cause a decline in mitochondrial quality and integrity due to increased mitochondrial mutations and oxidative damage. Thus, aging can severely impact mitochondrial functions,...
14.9K
Electron Transport Chain: Complex I and II
15.0K
The mitochondrial electron transport chain (ETC) is the main energy generation system in the eukaryotic cells. However, mitochondria also produce cytotoxic reactive oxygen species (ROS) due to the large electron flow during oxidative phosphorylation. While Complex I is one of the primary sources of superoxide radicals, ROS production by Complex II is uncommon and may only be observed in cancer cells with mutated complexes.
ROS generation is regulated and maintained at moderate levels necessary...
ROS generation is regulated and maintained at moderate levels necessary...
15.0K
