人工智能和基因治疗中的计算生物学:一篇评论
Mohsen Danaeifar1, Ali Najafi2
1Molecular Biology Research Center, Systems Biology and Poisonings Institute, Baqiyatallah University of Medical Science, P.O. Box 19395-5487, Tehran, Iran.
Biochemical genetics
|April 18, 2024
概括
人工智能和计算生物学通过帮助基因识别,编辑和矢量设计来加速基因治疗. 这些先进的计算工具优化治疗和预测结果,提高安全性和有效性.
科学领域:
- *计算生物学和人工智能在基因治疗中的应用.
- * 在人工智能,计算生物学和医学的交叉点进行跨学科研究.
背景情况:
- *基因疗法是一个快速发展的领域,在各种科学领域都有很大的潜力.
- * 计算生物学和人工智能 (AI) 越来越多地融入到生物研究和开发中.
研究的目的:
- *强调计算生物学和人工智能在增强基因治疗中的作用.
- *概述基因疗法的关键步骤,其中人工智能和计算生物学提供了重要的贡献.
- * 展示在这个跨学科领域使用的各种工具和方法.
主要方法:
- *对基因组学,转录组学和蛋白质组学数据的分析.
- * 机器学习算法的应用用于预测建模.
- *利用分子相互作用研究来理解生物系统.
- * 用于基因传递和矢量设计的计算建模.
主要成果:
- *识别用于治疗干预的新基因标.
- * 设计创新的载体,以实现高效的基因传递.
- *优化基因治疗方案的实验条件.
- * 预测治疗结果和潜在的不良影响,如免疫反应.
结论:
- *人工智能和计算生物学为推进基因治疗提供了强大的工具.
- *这些技术使得基因识别,编辑和载体开发更加精确.
- * 计算方法的整合可以导致更安全,更有效的基因疗法治疗.
更多相关视频
06:04Author Spotlight: Advancements in Synthetic Genetic Devices for Stem Cell Fate Manipulation and Cellular Therapy Development
Published on: December 8, 2023
1.1K
07:43Author Spotlight: Addressing Regulatory Gaps in Molecular Studies by Quantifying Viral Vectors in Complex Matrices
Published on: July 14, 2023
1.9K
相关概念视频
Gene Therapy
25.4K
Gene therapy is a technique where a gene is inserted into a person’s cells to prevent or treat a serious disease. The added gene may be a healthy version of the gene that is mutated in the patient, or it could be a different gene that inactivates or compensates for the patient’s disease-causing gene. For example, in patients with severe combined immunodeficiency (SCID) due to a mutation in the gene for the enzyme adenosine deaminase, a functioning version of the gene can be...
25.4K
What is Genetic Engineering?
74.1K
Overview
74.1K
Synthetic Biology
4.7K
Synthetic biology is an interdisciplinary science that involves using principles from disciplines such as engineering, molecular biology, cell biology, and systems biology. It involves remodeling existing organisms from nature or constructing completely new synthetic organisms for applications such as protein or enzyme production, bioremediation, value-added macromolecule production, and the addition of desirable traits to crops, to name a few.
Golden rice
Golden rice is a genetically modified...
Golden rice
Golden rice is a genetically modified...
4.7K
CRISPR
50.8K
Genome editing technologies allow scientists to modify an organism’s DNA via the addition, removal, or rearrangement of genetic material at specific genomic locations. These types of techniques could potentially be used to cure genetic disorders such as hemophilia and sickle cell anemia. One popular and widely used DNA-editing research tool that could lead to safe and effective cures for genetic disorders is the CRISPR-Cas9 system. CRISPR-Cas9 stands for Clustered Regularly Interspaced...
50.8K
The Central Dogma
21.7K
The central dogma explains the flow of genetic information from DNA nucleotides to the amino acid sequence of proteins.
RNA is the Missing Link Between DNA and Proteins
In the early 1900s, scientists discovered that DNA stores all the information needed for cellular functions and that proteins perform most of these functions. However, the mechanisms of converting genetic information into functional proteins remained unknown for many years. Initially, it was believed that a single gene is...
RNA is the Missing Link Between DNA and Proteins
In the early 1900s, scientists discovered that DNA stores all the information needed for cellular functions and that proteins perform most of these functions. However, the mechanisms of converting genetic information into functional proteins remained unknown for many years. Initially, it was believed that a single gene is...
21.7K
In-vitro Mutagenesis
13.9K
To learn more about the function of a gene, researchers can observe what happens when the gene is inactivated or “knocked out,” by creating genetically engineered knockout animals. Knockout mice have been particularly useful as models for human diseases such as cancer, Parkinson’s disease, and diabetes.
13.9K
