Targeting Quorum Sensing: High-Throughput Screening to Identify Novel LsrK Inhibitors.
Viviana GattaPolina IlinaAlison PorterStuart McElroyPäivi TammelaPublished in: International journal of molecular sciences (2019)
Since quorum sensing (QS) is linked to the establishment of bacterial infection, its inactivation represents one of the newest strategies to fight bacterial pathogens. LsrK is a kinase playing a key role in the processing of autoinducer-2 (AI-2), a quorum-sensing mediator in gut enteric bacteria. Inhibition of LsrK might thus impair the quorum-sensing cascade and consequently reduce bacterial pathogenicity. Aiming for the development of a target-based assay for the discovery of LsrK inhibitors, we evaluated different assay set-ups based on ATP detection and optimized an automation-compatible method for the high-throughput screening of chemical libraries. The assay was then used to perform the screening of a 2000-compound library, which provided 12 active compounds with an IC50 ≤ 10 µM confirming the effectiveness and sensitivity of our assay. Follow-up studies on the positive hits led to the identification of two compounds, harpagoside and rosolic acid, active in a cell-based AI-2 QS interference assay, which are at the moment the most promising candidates for the development of a new class of antivirulence agents based on LsrK inhibition.
Keyphrases
- high throughput
- single cell
- randomized controlled trial
- artificial intelligence
- systematic review
- small molecule
- stem cells
- machine learning
- staphylococcus aureus
- protein kinase
- quantum dots
- cancer therapy
- mesenchymal stem cells
- multidrug resistant
- bone marrow
- gram negative
- loop mediated isothermal amplification
- antimicrobial resistance
- real time pcr
- sensitive detection