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Videos de Conceptos Relacionados

Conserved Binding Sites01:49

Conserved Binding Sites

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Many proteins’ biological role depends on their interactions with their ligands, small molecules that bind to specific locations on the protein known as ligand-binding sites. Ligand-binding sites are often conserved among homologous proteins as these sites are critical for protein function.
Binding sites are often located in large pockets, and if their location on a protein’s surface is unknown, it can be predicted using various approaches. The energetic method computationally...
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Conserved Binding Sites01:49

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Ligand Binding Sites02:40

Ligand Binding Sites

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Proteins are dynamic macromolecules that carry out a wide variety of essential processes; however, the activities of most proteins depend on their interactions with other molecules or ions, known as ligands.
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
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Ligand Binding Sites02:40

Ligand Binding Sites

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Nucleic Acid Structure01:25

Nucleic Acid Structure

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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
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Nonsense-mediated mRNA Decay02:27

Nonsense-mediated mRNA Decay

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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,...
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Video Experimental Relacionado

Updated: Jan 13, 2026

Exploring Sequence Space to Identify Binding Sites for Regulatory RNA-Binding Proteins
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Exploring Sequence Space to Identify Binding Sites for Regulatory RNA-Binding Proteins

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CoBRA: predicción de sitios de unión de compuestos utilizando un modelo de lenguaje de ARN

Wonkyeong Jang1, Woong-Hee Shin1,2

  • 1Department of Biomedical Informatics, Korea University College of Medicine, 161 Jeongneung-ro, Seongbuk-gu, Seoul 02708, Republic of Korea.

Briefings in bioinformatics
|January 11, 2026
PubMed
Resumen
Este resumen es generado por máquina.

Una nueva herramienta de aprendizaje profundo, la predicción de sitios de unión de compuestos para ARN (CoBRA), predice con precisión las interacciones ARN-fármaco utilizando únicamente datos de secuencia. Este método supera a los enfoques basados en estructuras, ofreciendo una forma flexible de descubrir nuevas terapias dirigidas al ARN.

Sus antecedentes:

  • El ácido ribonucleico (ARN) desempeña funciones cruciales en las funciones celulares y está implicado en numerosas enfermedades humanas.; Dirigirse al ARN con moléculas pequeñas presenta una estrategia terapéutica prometedora debido a la limitada capacidad de las proteínas para ser tratadas con fármacos.
Palabras clave:
modelo de lenguaje de ARNpredicción de sitios de unión ARN-molécula pequeñared neuronal convolucionalaprendizaje profundoincrustación preentrenada

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Conclusiones:

  • CoBRA proporciona una herramienta flexible y eficaz para predecir sitios de unión de ARN-fármaco sin requerir datos estructurales.; Este enfoque basado en secuencias avanza en el desarrollo de terapias dirigidas al ARN.; Los hallazgos resaltan el potencial de los modelos de lenguaje en la comprensión de las interacciones ARN-ligando.