V00403 - Introduction to Bioinformatics and Omics

Bioinformatics is the essential intersection of computational science and molecular biology used to decode complex biological information systems. Multi-omics integration combines multiple layers of biological insight—including the genome, transcriptome, and proteome—to reveal the intricate mechanisms of life and disease. Genomics investigates the structure and function of coded information in genomes, while proteomics examines the dynamic set of proteins responsible for cellular tasks. Metabolomics acts as the "superglue" of these sciences, providing a direct biochemical link between molecular processes and an organism's observable phenotype. Artificial Intelligence and Machine Learning are now fundamental pillars in this field, utilized for data imputation, joint embedding creation, and accelerating drug discovery. Margaret Dayhoff, often called the "mother of bioinformatics," pioneered this field by creating the first protein sequence databases and computer-generated phylogenetic trees. Modern breakthroughs like AlphaFold have further revolutionized the landscape by providing accurate structural predictions for virtually the entire known protein universe. These advancements collectively drive precision medicine, enabling personalized treatments tailored to a patient's unique genetic and molecular profile. #Bioinformatics #MultiOmics #Genomics #Proteomics #Metabolomics #Transcriptomics #SystemsBiology #AIinBiotech #DrugDiscovery #PrecisionMedicine #MargaretDayhoff #AlphaFold #DigitalBiology #DataIntegration #SingleCell #Epigenomics #ComputationalBiology

Видео V00403 - Introduction to Bioinformatics and Omics канала Computational GenomeBiology