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Recent Advances in Biological Omics Databases and Tools in Human Health

  • Poonam Kaithal,
  • Swarna Kanchan,
  • Minu Kesheri

摘要

Recent advances in biological omics databases and tools have revolutionized the field of human health research and enabled us to get a comprehensive understanding of complex biological processes and the development of personalized medicine approaches. The present abstract provides a concise overview of the key advancements in this rapidly evolving field of biological omics database. Huge volumes of data have been produced as a result of the development of high-throughput technologies including genomics, transcriptomics, proteomics, metabolomics, and epigenomics. To effectively analyze and manage these data, various tools and databases have been developed. These resources enable researchers with access to a wealth of information, which include gene expression profiles, genetic variations, metabolic pathways and protein interactions, among others. In recent years, the integration of multi-omics data has become a prominent focus, facilitating a more holistic understanding of the identification of potential therapeutic targets and disease mechanisms. In addition to that, machine learning techniques and advanced computational algorithms have been applied to omics data, enabling the discovery of disease subtypes, biomarkers, and novel drug candidates. Furthermore, the emergence of data-sharing initiatives and cloud computing platforms has enhanced data accessibility, fostering accelerated scientific discoveries, collaboration among researchers globally, and breakthroughs in human health. All in all, late advances in biological omics data databases and tools have fundamentally added to propelling comprehension we might interpret human well-being. By bridging the force of big data, advanced computational techniques, and integration, scientists are ready to unravel the complexities of illnesses and prepare for more exact and customized medical care strategies.