创新的目标挖矿策略,以导航药物重新定位的努力
Kamatchi Sundara Saravanan1, Kshreeraja S Satish2, Ganesan Rajalekshmi Saraswathy2
1Department of Pharmacognosy, Faculty of Pharmacy, M.S. Ramaiah University of Applied Sciences, Bangalore, Karnataka, India.
概括
药物重定向从单基因转向多基因方法,以获得更好的成功. 目标识别是关键,利用以疾病为中心,以药物为中心和人工智能为导向的新疗法方法.
科学领域:
- 药理学 药理学是指药理学的学科.
- 遗传学 是一个遗传学.
- 计算生物学 计算生物学
背景情况:
- 由于单基因关联,传统的药物发现面临着不断下降的成功率.
- 药物重新定位,确定现有药物的新用途,提供更高的成功率.
- 目标识别是药物重定向策略中的一个关键瓶.
研究的目的:
- 探索药物重用中目标识别的当代策略.
- 为有效的药物重用提供多样化的框架.
- 突出人工智能在现代药物发现中的作用.
主要方法:
- 以疾病为中心的方法,重点关注病态生物分子.
- 以药物为中心的方法分析药物不良反应的治疗潜力.
- 整合人工智能,大数据分析和临床数据.
主要成果:
- 当代策略增强了用于药物重新利用的目标识别.
- 人工智能和多omics数据集成提高了分子目标提取的精度.
- 案例研究表明,在神经退行性疾病,癌症和其他疾病中,成功地进行了重新定位.
结论:
- 转向基于多基因和途径的方法的模式转变对于药物发现至关重要.
- 先进的计算工具和综合数据分析对于成功的药物重定向至关重要.
- 药物再利用对治疗各种治疗领域的复杂疾病具有重大前景.
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