What specific lifestyle factors and dietary supplements have the strongest clinical backing for naturally supporting skin elasticity and slowing cellular senescence?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific lifestyle factors and dietary supplements have the strongest clinical backing for naturally supporting skin elasticity and slowing cellular senescence?
4 real searches · 1 real-search pass
systematic review randomized controlled trials oral collagen peptides skin elasticity hydration 2024 meta-analysisGoogle ↗
OBSERVEDReason
clinical evidence lifestyle skin aging sunscreen smoking exercise sleep diet cellular senescence human trials reviewGoogle ↗
OBSERVEDReason
senolytics supplements fisetin quercetin human clinical trials cellular senescence evidence reviewGoogle ↗
OBSERVEDReason
nicotinamide riboside NMN human clinical trials cellular senescence aging evidence reviewGoogle ↗
OBSERVEDReason
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
systematic review randomized controlled trials oral collagen peptides skin elasticity hydration 2024 meta-analysis Google ↗
clinical evidence lifestyle skin aging sunscreen smoking exercise sleep diet cellular senescence human trials review Google ↗
senolytics supplements fisetin quercetin human clinical trials cellular senescence evidence review Google ↗
nicotinamide riboside NMN human clinical trials cellular senescence aging evidence review Google ↗
- The impact of the six pillars of lifestyle medicine on the biology of skin aging · pmc.ncbi.nlm.nih.gov
- A Review of the Effects of Lifestyle Factors on Skin Aging · pmc.ncbi.nlm.nih.gov
- Effects of Collagen Supplements on Skin Aging: A Systematic Review and Meta-Analysis of Randomized Controlled Trials · pubmed.ncbi.nlm.nih.gov
- Effects of Oral Collagen for Skin Anti-Aging: A Systematic Review and Meta-Analysis · pubmed.ncbi.nlm.nih.gov
- Fisetin is a senotherapeutic that extends health and lifespan · pubmed.ncbi.nlm.nih.gov
- NAD⁺ supplementation for anti-aging and wellness: A PRISMA-guided systematic review of preclinical and clinical evidence · pubmed.ncbi.nlm.nih.gov
- Sustained NAD⁺ augmentation by high-dose nicotinamide mononucleotide supplementation in older adults: a 24-week randomized, double-blind, placebo-controlled trial · nature.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
systematic review randomized controlled trials oral collagen peptides skin elasticity hydration 2024 meta-analysis OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
clinical evidence lifestyle skin aging sunscreen smoking exercise sleep diet cellular senescence human trials review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
senolytics supplements fisetin quercetin human clinical trials cellular senescence evidence review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
nicotinamide riboside NMN human clinical trials cellular senescence aging evidence review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |