A network-centric approach to drugging TNF-induced NF-κB signaling.
Nicolas A PabonQiuhong ZhangJ Agustin CruzDavid L SchipperCarlos J CamachoRobin E C LeePublished in: Nature communications (2019)
Target-centric drug development strategies prioritize single-target potency in vitro and do not account for connectivity and multi-target effects within a signal transduction network. Here, we present a systems biology approach that combines transcriptomic and structural analyses with live-cell imaging to predict small molecule inhibitors of TNF-induced NF-κB signaling and elucidate the network response. We identify two first-in-class small molecules that inhibit the NF-κB signaling pathway by preventing the maturation of a rate-limiting multiprotein complex necessary for IKK activation. Our findings suggest that a network-centric drug discovery approach is a promising strategy to evaluate the impact of pharmacologic intervention in signaling.
Keyphrases
- signaling pathway
- pi k akt
- small molecule
- drug discovery
- lps induced
- diabetic rats
- oxidative stress
- rheumatoid arthritis
- high glucose
- randomized controlled trial
- epithelial mesenchymal transition
- nuclear factor
- induced apoptosis
- high resolution
- single cell
- network analysis
- endothelial cells
- photodynamic therapy
- protein protein
- immune response
- white matter