ArticleAging2016
In search for geroprotectors: in silico screening and in vitro validation of signalome-level mimetics of young healthy state.
Article in Aging, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
37 citing papers in PubMed.
- Potential dietary geroprotectors and their impact on key mechanisms of aging.Biogerontology · 2025Review
- Structure-based machine learning screening identifies natural product candidates as potential geroprotectors.Journal of cheminformatics · 2025Article
- Review
- Deep learning and generative artificial intelligence in aging research and healthy longevity medicine.Aging · 2025Review
- Article
- Article
- Discovery of senolytics using machine learning.Nature communications · 2023Article
- Nutritional components as mitigators of cellular senescence in organismal aging: a comprehensive review.Food science and biotechnology · 2022Review
- Article
- Article
- Aging delay: of mice and men.Acta bio-medica : Atenei Parmensis · 2021Article
- Algorithmic Annotation of Functional Roles for Components of 3,044 Human Molecular Pathways.Frontiers in genetics · 2021Article
- System, Method and Software for Calculation of a Cannabis Drug Efficiency Index for the Reduction of Inflammation.International journal of molecular sciences · 2020Article
- The Resistance ofAntioxidants (Basel, Switzerland) · 2020Article
- Article
- The quest to slow ageing through drug discovery.Nature reviews. Drug discovery · 2020Review
- Review
- Human geroprotector discovery by targeting the converging subnetworks of aging and age-related diseases.GeroScience · 2020Article
- Review
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Populations in developed nations throughout the world are rapidly aging, and the search for geroprotectors, or anti-aging interventions, has never been more important. Yet while hundreds of geroprotectors have extended lifespan in animal models, none have yet been approved for widespread use in humans. GeroScope is a computational tool that can aid prediction of novel geroprotectors from existing human gene expression data. GeroScope maps expression differences between samples from young and old subjects to aging-related signaling pathways, then profiles pathway activation strength (PAS) for each condition. Known substances are then screened and ranked for those most likely to target differential pathways and mimic the young signalome. Here we used GeroScope and shortlisted ten substances, all of which have lifespan-extending effects in animal models, and tested 6 of them for geroprotective effects in senescent human fibroblast cultures. PD-98059, a highly selective MEK1 inhibitor, showed both life-prolonging and rejuvenating effects. Natural compounds like N-acetyl-L-cysteine, Myricetin and Epigallocatechin gallate also improved several senescence-associated properties and were further investigated with pathway analysis. This work not only highlights several potential geroprotectors for further study, but also serves as a proof-of-concept for GeroScope, Oncofinder and other PAS-based methods in streamlining drug prediction, repurposing and personalized medicine.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.