人工智能验证的大脑 向mRNA 脂质纳米颗粒与神经热带
Mor Sela1, Gal Chen1,2, Haim Kadosh1,2
1The Louis Family Laboratory for Targeted Drug Delivery and Personalized Medicine Technologies, Department of Chemical Engineering, Technion─Israel Institute of Technology, Haifa 3200003, Israel.
ACS nano
|September 16, 2025
概括
研究人员开发了乙胆结合脂质纳米颗粒 (LNP) 来增强大脑输送. 这些向的LNP改善了中枢神经系统 (CNS) 中的基因表达,克服了血脑屏障的挑战.
科学领域:
- 神经科学是一个神经科学.
- 生物技术是生物技术.
- 纳米医学是一种纳米医学.
背景情况:
- 血脑屏障 (BBB) 限制了治疗药物的输送到大脑.
- 开发针对大脑药物和基因输送的有效策略对于治疗神经系统疾病至关重要.
研究的目的:
- 设计带有信使RNA的脂质纳米粒子 (mRNA-LNPs),与小分子功能化,以增强大脑传递和基因表达.
- 为了确定最佳的小分子配体,以改善大脑的热流和转移效率.
主要方法:
- 用包括乙胆在内的各种小分子功能化mRNA-LNP,并进行了体外和体内查.
- 一个AI模型被开发来预测小分子干的BBB透性.
- 使用各种模型评估了生物分布,神经元和天体细胞中的传染效率以及BBB透率,包括人体BBB-on-a-chip和大脑器官.
主要成果:
- 与其他测试的修改相比,乙胆结合的LNP表现出优越的脑热带和基因表达.
- 人工智能模型准确地预测了实验BBB透性结果.
- 乙胆-LNP优先传染了神经元和星体细胞,并成功穿越了人类BBB模型,使转基因表达成为可能.
结论:
- 乙胆功能化的LNP提供了一个有前途的策略,用于在BBB的向基因传递.
- 开发的框架提供了一个预测和模块化方法,用于为脑疾病设计中枢神经系统向的LNP.
- 这一进步有可能用于治疗中枢神经系统疾病的精确基因传递.
相关概念视频
The Central Dogma
Overview
pre-mRNA Processing
In eukaryotic cells, transcripts made by RNA polymerase are modified and processed before exiting the nucleus. Unprocessed RNA is called precursor mRNA or pre-mRNA to distinguish it from mature mRNA.
Once about 20-40 ribonucleotides have been joined together by RNA polymerase, a group of enzymes adds a “cap” to the 5’ end of the growing transcript. In this process, a 5’ phosphate is replaced by modified guanosine that has a methyl group attached to it (7-Methyl guanosine). This 5’ cap helps the...
Once about 20-40 ribonucleotides have been joined together by RNA polymerase, a group of enzymes adds a “cap” to the 5’ end of the growing transcript. In this process, a 5’ phosphate is replaced by modified guanosine that has a methyl group attached to it (7-Methyl guanosine). This 5’ cap helps the...
tRNA Activation
Aminoacyl-tRNA synthetases are present in both eukaryotes and bacteria. Though eukaryotes have 20 different aminoacyl-tRNA synthetases to couple to 20 amino acids, many bacteria do not have genes for all of these aminoacyl-tRNA synthetases. Despite this, they still use all 20 amino acids to synthesize their proteins. For instance, some bacteria do not have the gene encoding the enzyme that couples glutamine with its partner tRNA. In these organisms, one enzyme adds glutamic acid to all of the...
Nonsense-mediated mRNA Decay
The Upf proteins that carry out nonsense-mediated decay (NMD) are found in all eukaryotic organisms, including humans. Each protein has an individual role, but they need to work in collaboration. Upf1 is an ATP-dependent RNA helicase that unwinds the RNA helix. Because Upf1 can unwind any RNA, Upf2 and Upf3 are required to help Upf1 discriminate between nonsense and normal mRNAs.
Usually, Upf3 binds to an Exon Junction Complex (EJC) at mRNA splice sites. If a ribosome fully translates the mRNA,...
Usually, Upf3 binds to an Exon Junction Complex (EJC) at mRNA splice sites. If a ribosome fully translates the mRNA,...
Leaky Scanning
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 stands for...
Nucleic Acid Structure
The pentose sugar in DNA is deoxyribose, while in RNA the pentose sugar is ribose. The difference between the sugars is the presence of the hydroxyl group on the ribose's second carbon and a hydrogen on the deoxyribose's second carbon. The phosphate residue attaches to the hydroxyl group of the 5′ carbon of one sugar and the hydroxyl group of the 3′ carbon of the sugar of the next nucleotide, which forms a 5′ to 3′ phosphodiester linkage.
DNA Structure
DNA has a double-helix structure. The...
DNA Structure
DNA has a double-helix structure. The...


