How does chronic UV exposure degrade extracellular matrix proteins, and how do targeted cosmeceuticals attempt to halt this degradation?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does chronic UV exposure degrade extracellular matrix proteins, and how do targeted cosmeceuticals attempt to halt this degradation?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT2 real searches · gpt-6
UV photoaging extracellular matrix MMP collagen degradation cosmeceuticals retinoids antioxidants review Google ↗
topical retinoids vitamin C niacinamide peptides photodamage collagen MMP clinical evidence review Google ↗
- Pathophysiology of Premature Skin Aging Induced by Ultraviolet Light · nejm.org
- Photoaging: Update on Pathogenesis, Prevention, and Treatment · pmc.ncbi.nlm.nih.gov
- Daily photoprotection to prevent photoaging - Krutmann - 2021 - Photodermatology, Photoimmunology & Photomedicine · doi.org
- Ultraviolet radiation and skin aging: roles of reactive oxygen species, inflammation and protease activation, and strategies for prevention of inflammation-induced matrix degradation - a review · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
UV photoaging extracellular matrix MMP collagen degradation cosmeceuticals retinoids antioxidants review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
topical retinoids vitamin C niacinamide peptides photodamage collagen MMP clinical evidence review OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |