Cosmetic Science Machine Learning some example of possible application:
The Aging Protein
Interleukin-11 (IL-11) is a cytokine that belongs to the IL-6 family. It plays a crucial role in various biological processes, including hematopoiesis, inflammation, and tissue remodeling. IL-11 is primarily produced by stromal cells, fibroblasts, and epithelial cells in response to inflammatory stimuli.
Interleukin-11 (IL-11) is a cytokine that belongs to the IL-6 family. It plays a crucial role in various biological processes, including hematopoiesis, inflammation, and tissue remodeling. IL-11 is primarily produced by stromal cells, fibroblasts, and epithelial cells in response to inflammatory stimuli.
IL-11 Pathways
1. JAK/STAT Pathway: Reactome ID: R-HSA-447115
2. MAPK/ERK Pathway: Reactome ID: R-HSA-5684996
3. PI3K/AKT Pathway: Reactome ID: R-HSA-110021
1. JAK/STAT Pathway: Reactome ID: R-HSA-447115
2. MAPK/ERK Pathway: Reactome ID: R-HSA-5684996
3. PI3K/AKT Pathway: Reactome ID: R-HSA-110021
Ceramide Biosynthesis and Transporter
Ceramide biosynthesis is a crucial process in maintaining the structural integrity and barrier function of the skin. Ceramides are a class of lipid molecules composed of sphingosine and a fatty acid, playing a key role in cellular signaling, apoptosis, and skin barrier function. The biosynthesis of ceramides involves several enzymatic steps that occur primarily in the endoplasmic reticulum and Golgi apparatus.
1. De novo synthesis: This is the primary pathway for ceramide production.
2. Salvage pathway: This pathway recycles sphingolipid metabolites back into ceramides.
3. Sphingomyelinase pathway: This pathway generates ceramides from the hydrolysis of sphingomyelin.
2. Salvage pathway: This pathway recycles sphingolipid metabolites back into ceramides.
3. Sphingomyelinase pathway: This pathway generates ceramides from the hydrolysis of sphingomyelin.
ROS Inflammation
The detoxification of reactive oxygen species (ROS) is crucial for cellular defense against oxidative damage. This pathway involves multiple antioxidant enzymes and small molecules that neutralize ROS, preventing cellular damage.
1. Superoxide Dismutases (SODs)
2. Catalase (CAT)
3. Glutathione Peroxidases (GPXs)
4. Peroxiredoxins (PRDXs)
5. Thioredoxin Reductase (TXNRD)
2. Catalase (CAT)
3. Glutathione Peroxidases (GPXs)
4. Peroxiredoxins (PRDXs)
5. Thioredoxin Reductase (TXNRD)
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- UV Protection
- Hydration
- LIps area (Lipsticks)
- Keratinocyte differentiation
- Cellulitis
- Wrinkle
- Anti-redness Rosacea
- Barrier Repair Stratum Corneum Strength
- Collagen Boost Dermal Density
- Detoxification Toxin Removal
- Elasticity Skin Flexibility
- Firmness Lifting
- Inflammation Control Anti-redness
- Matifying Oil Control
- Plumping Volume Enhancement
- Rejuvenation Cell Renewal
- Smoothing Texture Improvement
- Whitening and Hyperpigmentation
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PEC info@pec.theprophetai.com