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Updated: May 30, 2025

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将CRISPR-Cas9与先进的人工智能和机器学习协同用于精确的药物输送:技术纽带和监管洞察力

Amrita Arup Roy¹, Rahul Pokale², Anoushka Mukharya²

¹Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal 576104, Karnataka, Indi.

Current gene therapy

|January 28, 2025

概括

基因研究已经在CRISPR-Cas9基因编辑方面取得了进展,使得精确的DNA改变成为疾病治疗的途径. 计算工具增强了CRISPR实验,但伦理和安全方面的挑战仍然需要广泛采用.

科学领域:

遗传学和分子生物学
生物技术是生物技术.
生物信息学是一种生物信息学.

背景情况:

遗传研究从辐射诱导的突变演变为复杂的基因编辑工具.
2012年开发的CRISPR-Cas9彻底改变了DNA改变和基因功能研究.
基础技术包括指核酶 (ZFNs) 和转录激活器样效应核酶 (TALENs).

研究的目的:

审查基因编辑技术的演变和影响,特别是CRISPR-Cas9.
突出计算工具在优化CRISPR应用中的作用.
讨论CRISPR-Cas9技术的临床潜力和挑战.

主要方法:

克里斯普尔-Cas9系统利用Cas9酶和指导RNA (gRNA) 进行向的DNA裂变.
DNA修复机制包括非同源端结合 (NHEJ) 和同源导向修复 (HDR).
计算工具 (E-CRISP, Azimuth 2.0) 和深度学习模型 (DeepCRISPR) 在实验设计和结果预测方面有所帮助.

主要成果:

克里斯普尔-Cas9可用于研究和治疗开发的精确基因编辑.
计算工具可以提高gRNA的效率,并预测实验结果.
对于像状细胞病和β-thalassemia这样的遗传疾病有前途的临床应用.

结论:

克里斯普尔-Cas9技术在医学,农业和合成生物学方面提供了巨大的潜力.
解决诸如非目标效应,免疫反应和道德问题等挑战至关重要.
负责任的发展需要强大的监管框架,以确保安全和有益的利用.

关键词:

阿齐木斯 2.0 版本在CRISPR-Cas9系统中.卡斯9蛋白质是Cas9蛋白质中的一种.这就是DeepCRISPR.在E-CRISP上使用.计算工具是计算工具.在gRNARNA中.基因编辑基因编辑原太空体相邻动图 (PAM)

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