Fibroblast mechanotransduction network predicts targets for mechano-adaptive infarct therapies.
Jesse D RogersWilliam J RichardsonPublished in: eLife (2022)
Regional control of fibrosis after myocardial infarction is critical for maintaining structural integrity in the infarct while preventing collagen accumulation in non-infarcted areas. Cardiac fibroblasts modulate matrix turnover in response to biochemical and biomechanical cues, but the complex interactions between signaling pathways confound efforts to develop therapies for regional scar formation. We employed a logic-based ordinary differential equation model of fibroblast mechano-chemo signal transduction to predict matrix protein expression in response to canonical biochemical stimuli and mechanical tension. Functional analysis of mechano-chemo interactions showed extensive pathway crosstalk with tension amplifying, dampening, or reversing responses to biochemical stimuli. Comprehensive drug target screens identified 13 mechano-adaptive therapies that promote matrix accumulation in regions where it is needed and reduce matrix levels in regions where it is not needed. Our predictions suggest that mechano-chemo interactions likely mediate cell behavior across many tissues and demonstrate the utility of multi-pathway signaling networks in discovering therapies for context-specific disease states.
Keyphrases
- photodynamic therapy
- cancer therapy
- acute myocardial infarction
- signaling pathway
- combination therapy
- locally advanced
- wound healing
- gene expression
- single cell
- high throughput
- genome wide
- left ventricular
- oxidative stress
- heart failure
- bone mineral density
- dna methylation
- coronary artery disease
- stem cells
- quality improvement
- mesenchymal stem cells
- atrial fibrillation
- electronic health record