From Genome to Drugs: New Approaches in Antimicrobial Discovery
Decades of successful use of antibiotics is currently challenged by the emergence of increasingly resistant bacterial strains. Novel drugs are urgently required but, in a scenario where private investment in the development of new antimicrobials is declining, efforts to combat drug-resistant infections become a worldwide public health problem. Reasons behind unsuccessful new antimicrobial development projects range from inadequate selection of the molecular targets to a lack of innovation. In this context, increasingly available omics data for multiple pathogens has created new drug discovery and development opportunities to fight infectious diseases. Identification of an appropriate molecular target is currently accepted as a critical step of the drug discovery process. Here, we review how diverse layers of multi-omics data in conjunction with structural/functional analysis and systems biology can be used to prioritize the best candidate proteins. Once the target is selected, virtual screening can be used as a robust methodology to explore molecular scaffolds that could act as inhibitors, guiding the development of new drug lead compounds. This review focuses on how the advent of omics and the development and application of bioinformatics strategies conduct a “big-data era” that improves target selection and lead compound identification in a cost-effective and shortened timeline.
Top-30
Journals
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Frontiers in Microbiology
3 publications, 6.98%
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Drug Target Selection and Validation
3 publications, 6.98%
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Frontiers in Drug Discovery
2 publications, 4.65%
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Microorganisms
2 publications, 4.65%
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Antibiotics
2 publications, 4.65%
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Microbial Pathogenesis
2 publications, 4.65%
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Journal of Computational Biophysics and Chemistry
1 publication, 2.33%
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Frontiers in Pharmacology
1 publication, 2.33%
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Mendeleev Communications
1 publication, 2.33%
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ACS Nano
1 publication, 2.33%
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Nature Reviews Drug Discovery
1 publication, 2.33%
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Computers in Biology and Medicine
1 publication, 2.33%
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PeerJ
1 publication, 2.33%
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Current Research in Biotechnology
1 publication, 2.33%
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Journal of Medical Systems
1 publication, 2.33%
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Infection and Drug Resistance
1 publication, 2.33%
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Colloids and Surfaces B: Biointerfaces
1 publication, 2.33%
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Bioorganic and Medicinal Chemistry Letters
1 publication, 2.33%
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Advanced Drug Delivery Reviews
1 publication, 2.33%
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Probiotics and Antimicrobial Proteins
1 publication, 2.33%
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Cureus
1 publication, 2.33%
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Gastrointestinal Disorders
1 publication, 2.33%
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Heliyon
1 publication, 2.33%
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Next Research
1 publication, 2.33%
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BioNanoScience
1 publication, 2.33%
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Journal of Drug Delivery Science and Technology
1 publication, 2.33%
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Molecular Diversity
1 publication, 2.33%
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Antimicrobial Resistance and Infection Control
1 publication, 2.33%
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BMC Infectious Diseases
1 publication, 2.33%
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Publishers
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Elsevier
13 publications, 30.23%
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Springer Nature
12 publications, 27.91%
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Frontiers Media S.A.
7 publications, 16.28%
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MDPI
5 publications, 11.63%
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World Scientific
1 publication, 2.33%
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OOO Zhurnal "Mendeleevskie Soobshcheniya"
1 publication, 2.33%
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American Chemical Society (ACS)
1 publication, 2.33%
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PeerJ
1 publication, 2.33%
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Taylor & Francis
1 publication, 2.33%
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Cold Spring Harbor Laboratory
1 publication, 2.33%
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- We do not take into account publications without a DOI.
- Statistics recalculated weekly.