bioRxivBiochemistryPreprint
Identification of conserved age-associated aggregation-prone proteins for natural molecule targeting during aging in Caenorhabditis elegans
Priyanka VimaliD, Neha AgyaliD, Shagun ShaguniD, Shyam Kumar MasakapalliiD, Prasad KasturiiD
Abstract
Aging is associated with proteome remodelling and progressive accumulation of insoluble proteins. Identifying age-enriched proteins that undergo aggregation and evaluating compounds capable of modulating their behaviour may provide insights into interventions that promote healthy aging. Here, we report a proteome-guided strategy to identify age-associated aggregation-prone proteins and evaluate phytochemicals targeting conserved proteins in Caenorhabditis elegans. We identified proteins whose abundance increased more than four-fold in aged worms compared with young worms, many of which also accumulated in the age-associated insoluble proteome, and subsequently identified their human orthologs for comparative analysis. Based on biological relevance, structural conservation, and availability of high-confidence structural models, glutamine-fructose-6-phosphate aminotransferase-2 (GFAT-2) was selected for molecular docking. Screening of fifteen phytochemicals against C. elegans GFAT-2 and its human ortholog GFPT1 identified quercetin as the strongest predicted binder, exhibiting conserved interactions with both proteins. However, treatment of worms with quercetin did not significantly alter global protein insolubility during aging. This may reflect its ability to modulate inappropriate protein-protein interactions without substantially affecting the overall aggregation burden. These findings underscore the need for experimental validation of favourable in silico docking predictions. More broadly, this study provides a proteome-guided framework for prioritizing age-associated aggregation-prone proteins as candidate therapeutic targets for preserving proteostasis during aging.
- organism: C. elegans
- assay: proteomics
- research focus: drug response / drug discovery
- approach: deep learning
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Intrinsically aggregation-prone proteins form amyloid-like aggregates and contribute to tissue aging in C. elegans
C. Huang, S. Wagner-Valladolid, … D. C. David·bioRxiv·Sep 14, 2018
- Extensive remodeling of the ubiquitination landscape during aging in C. elegans
D. Vilchez, S. Koyuncu·bioRxiv·Dec 7, 2023
- Pollutants corrupt resilience pathways of aging in the nematode C. elegans
Andrea Scharf, Annette Limke, … Anna H. von Mikecz·iSciencePeer-reviewed·Aug 28, 2022
- PRO-FitS: a novel phenotypic assay to identify enhancers of proteostasis in C. elegans
Daniela Vilasboas‐Campos, Jorge H. Fernandes, … Andreia Teixeira‐Castro·bioRxiv·Jan 24, 2026
- Global proteome metastability response in isogenic animals to missense mutations and polyglutamine expansions in aging
X. Sui, M. A. Prado, … R. I. Morimoto·bioRxiv·Sep 28, 2022
- Ubiquitinated protein levels remain high during ageing in C. elegans
S. E. Daigle, S. Doucet, L. R. Lapierre·bioRxiv·Nov 7, 2023