Inhibition of 3-phosphoinositide-dependent protein kinase 1 (PDK1) can revert cellular senescence in human dermal fibroblasts.
Sugyun AnSi-Young ChoJunsoo KangSoobeom LeeHyung-Su KimDae-Jin MinEuiDong SonKwang-Hyun ChoPublished in: Proceedings of the National Academy of Sciences of the United States of America (2020)
Cellular senescence is defined as a stable, persistent arrest of cell proliferation. Here, we examine whether senescent cells can lose senescence hallmarks and reenter a reversible state of cell-cycle arrest (quiescence). We constructed a molecular regulatory network of cellular senescence based on previous experimental evidence. To infer the regulatory logic of the network, we performed phosphoprotein array experiments with normal human dermal fibroblasts and used the data to optimize the regulatory relationships between molecules with an evolutionary algorithm. From ensemble analysis of network models, we identified 3-phosphoinositide-dependent protein kinase 1 (PDK1) as a promising target for inhibitors to convert the senescent state to the quiescent state. We showed that inhibition of PDK1 in senescent human dermal fibroblasts eradicates senescence hallmarks and restores entry into the cell cycle by suppressing both nuclear factor κB and mTOR signaling, resulting in restored skin regeneration capacity. Our findings provide insight into a potential therapeutic strategy to treat age-related diseases associated with the accumulation of senescent cells.
Keyphrases
- endothelial cells
- cell cycle arrest
- cell cycle
- cell proliferation
- dna damage
- pi k akt
- cell death
- protein kinase
- nuclear factor
- induced apoptosis
- transcription factor
- induced pluripotent stem cells
- stress induced
- stem cells
- extracellular matrix
- signaling pathway
- gene expression
- pluripotent stem cells
- deep learning
- immune response
- inflammatory response
- high resolution
- single molecule
- genome wide
- neural network
- convolutional neural network