发现针对RNA的小分子:挑战和未来方向
Zhengguo Cai1, Hongli Ma2, Fengcan Ye3
1DP Technology Beijing China.
MedComm
|August 27, 2025
概括
针对RNA的小分子为难以治疗的疾病提供了新的希望. 结构确定,计算方法和人工智能的进步正在加速基于RNA的新疗法的发现.
科学领域:
- 药物发现和开发
- 分子生物学
- 药物化学
背景情况:
- 针对RNA的小分子代表了药物发现的重大进步.
- 它们为以前被认为是无法治愈的疾病提供了潜在的治疗方法.
- 这一领域正在迅速发展,
研究的目的:
- 审查最近RNA结合小分子的发展进展.
- 确定当前的挑战和未来的研究方向.
- 强调人工智能和机器学习在这个领域的作用.
主要方法:
- 在RNA结构确定方面的创新 (X射线结晶学,NMR,冷EM).
- 包括深度学习和分子对接在内的计算方法.
- 选技术包括聚焦图书馆,DNA编码图书馆和基于片段的药物发现.
主要成果:
- 在基于RNA结构的合理药物设计方面取得了重大进展.
- 通过计算工具提高RNA结构预测和配体选的效率.
- 像RNA降解剂和RNA蛋白相互作用调节剂这样的新兴策略显示出治疗的前景.
结论:
- 人工智能和机器学习对于加速RNA向治疗的发现至关重要.
- 需要进一步的研究和合作来实现RNA向小分子的全部潜力.
- 这些分子可以彻底改变各种疾病的治疗模式.
相关概念视频
Experimental RNAi
6.2K
RNA interference (RNAi) is a cellular mechanism that inhibits gene expression by suppressing its transcription or activating the RNA degradation process. The mechanism was discovered by Andrew Fire and Craig Mello in 1998 in plants. Today, it is observed in almost all eukaryotes, including protozoa, flies, nematodes, insects, parasites, and mammals. This precise cellular mechanism of gene silencing has been developed into a technique that provides an efficient way to identify and determine the...
6.2K
siRNA - Small Interfering RNAs
17.0K
Small interfering RNAs, or siRNAs, are short regulatory RNA molecules that can silence genes post-transcriptionally, as well as the transcriptional level in some cases. siRNAs are important for protecting cells against viral infections and silencing transposable genetic elements.
In the cytoplasm, siRNA is processed from a double-stranded RNA, which comes from either endogenous DNA transcription or exogenous sources like a virus. This double-stranded RNA is then cleaved by the...
In the cytoplasm, siRNA is processed from a double-stranded RNA, which comes from either endogenous DNA transcription or exogenous sources like a virus. This double-stranded RNA is then cleaved by the...
17.0K
RNA Interference
26.4K
RNA interference (RNAi) is a process in which a small non-coding RNA molecule blocks the post-transcriptional expression of a gene by binding to its messenger RNA (mRNA) and preventing the protein from being translated.
This process occurs naturally in cells, often through the activity of genomically-encoded microRNAs. Researchers can take advantage of this mechanism by introducing synthetic RNAs to deactivate specific genes for research or therapeutic purposes. For example, RNAi could be used...
This process occurs naturally in cells, often through the activity of genomically-encoded microRNAs. Researchers can take advantage of this mechanism by introducing synthetic RNAs to deactivate specific genes for research or therapeutic purposes. For example, RNAi could be used...
26.4K
Types of RNA
64.8K
Overview
Three main types of RNA are involved in protein synthesis: messenger RNA (mRNA), transfer RNA (tRNA), and ribosomal RNA (rRNA). These RNAs perform diverse functions and can be broadly classified as protein-coding or non-coding RNA. Non-coding RNAs play important roles in the regulation of gene expression in response to developmental and environmental changes. Non-coding RNAs in prokaryotes can be manipulated to develop more effective antibacterial drugs for human or animal use.
RNA...
Three main types of RNA are involved in protein synthesis: messenger RNA (mRNA), transfer RNA (tRNA), and ribosomal RNA (rRNA). These RNAs perform diverse functions and can be broadly classified as protein-coding or non-coding RNA. Non-coding RNAs play important roles in the regulation of gene expression in response to developmental and environmental changes. Non-coding RNAs in prokaryotes can be manipulated to develop more effective antibacterial drugs for human or animal use.
RNA...
64.8K
Leaky Scanning
5.2K
During most eukaryotic translation processes, the small 40S ribosome subunit scans an mRNA from its 5' end until it encounters the first start AUG codon. The large 60S ribosomal subunit then joins the smaller one to initiate protein synthesis. The location of the translation initiation is largely determined by the nucleotides near the start codon as there may be multiple translation initiation sites present on the mRNA. Marilyn Kozak discovered that the sequence RCCAUGG (where R...
5.2K
Ribozymes
12.5K
The term ribozyme is used for RNA that can act as an enzyme. Ribozymes are mainly found in selected viruses, bacteria, plant organelles, and lower eukaryotes. Ribozymes were first discovered in 1982 when Tom Cech’s laboratory observed Group I introns acting as enzymes. This was shortly followed by the discovery of another ribozyme, Ribonulcease P, by Sid Altman’s laboratory. Both Cech and Altman received the Nobel Prize in chemistry in 1989 for their work on ribozymes.
Ribozymes can...
Ribozymes can...
12.5K


