Bioinformatics Approaches to the Understanding of Molecular Mechanisms in Antimicrobial Resistance.
Pieter-Jan Van CampDavid B HaslamAleksey PorolloPublished in: International journal of molecular sciences (2020)
Antimicrobial resistance (AMR) is a major health concern worldwide. A better understanding of the underlying molecular mechanisms is needed. Advances in whole genome sequencing and other high-throughput unbiased instrumental technologies to study the molecular pathogenicity of infectious diseases enable the accumulation of large amounts of data that are amenable to bioinformatic analysis and the discovery of new signatures of AMR. In this work, we review representative methods published in the past five years to define major approaches developed to-date in the understanding of AMR mechanisms. Advantages and limitations for applications of these methods in clinical laboratory testing and basic research are discussed.
Keyphrases
- antimicrobial resistance
- high throughput
- infectious diseases
- healthcare
- public health
- small molecule
- escherichia coli
- electronic health record
- big data
- randomized controlled trial
- biofilm formation
- gene expression
- genome wide
- staphylococcus aureus
- dna methylation
- single molecule
- cross sectional
- data analysis
- artificial intelligence
- human health