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Comparative metabolomics identifies recurrent age-associated pathway remodeling across species

Early results, not yet checked by other scientists · bioRxiv · Oct 24, 2026

What this means

Aging is accompanied by widespread metabolic change, but it remains unclear which features are shared across species with different physiology, lifespan, and sampling contexts. To address this, we employed a pathway-centered comparative metabolomics framework to evaluate age-associated metabolic remodeling across wild African savanna elephant, mouse, and Drosophila melanogaster.

A plain-English summary is on its way. Until then, this is the start of the authors' own summary.

Tested inNot stated
Who it was tested in
Not stated
Kind of research
Early results, not yet checked by other scientists

The science

Original title
Comparative metabolomics identifies recurrent age-associated pathway remodeling across species
Authors
Mortensen, G. A., Montgomery, E., Ng'Ombwa, I. et al.
Journal
bioRxiv (preprint, not yet peer reviewed)
Published
Oct 24, 2026
Study type
Preprint

Abstract

Aging is accompanied by widespread metabolic change, but it remains unclear which features are shared across species with different physiology, lifespan, and sampling contexts. To address this, we employed a pathway-centered comparative metabolomics framework to evaluate age-associated metabolic remodeling across wild African savanna elephant, mouse, and Drosophila melanogaster. Drosophila provided a controlled adult time course to map age-associated metabolite trajectories, while mouse and elephant plasma datasets allowed us to test whether these pathway signatures extended to mammalian aging. Adult Drosophila showed extensive metabolomic remodeling, with significant metabolites organizing into distinct temporal trajectory classes. Cross-species aging-associated metabolic correspondence was more apparent at the pathway level than at the level of individual metabolites. Pathway scores derived from Drosophila increased progressively with fly age, successfully distinguished young and old mice, and captured age-associated stratification across the elephant lifespan. Notably, lipid metabolism, particularly carnitine and fatty acid metabolism, together with nucleotide-related pathways, consistently emerged as the core features of aging across analyses. These findings suggest pathway-level metabolic remodeling is a recurrent feature of cross-species aging.

Read it on bioRxiv ↗

Mortensen, G. A., Montgomery, E., Ng'Ombwa, I. et al. Comparative metabolomics identifies recurrent age-associated pathway remodeling across species. bioRxiv. 2026. doi:10.64898/2026.06.23.733839. https://doi.org/10.64898/2026.06.23.733839

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