Evidence map›Paper›PMID 41158618›Full record

ArticleFrontiers in pain research (Lausanne, Switzerland)2025

Metabolic resilience governs sex-specific pain recovery during hormonal aging: a multi-omics study of neuropathy in mice.

Sara Marinelli, Claudia Rossi, Luisa Pieroni, Giacomo Giacovazzo, Valentina Vacca, Federica De Angelis, Ilaria Cicalini, Valentina Mastrorilli, Chiara Parisi, Zuleyha Nihan Yurtsever and 2 more

Abstract read
In one paragraph

Article in Frontiers in pain research (Lausanne, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Sara MarinelliNational Research Council of Italy (CNR), Institute of Biochemistry and Cell Biology, Monterotondo, Italy.
Claudia RossiCenter for Advanced Studies and Technology (CAST), "G. d'Annunzio" University of Chieti-Pescara, Chieti, Italy.
Luisa PieroniDepartmental Faculty of Medicine and Surgery, UniCamillus-Saint Camillus International University of Health Sciences, Rome, Italy.
Giacomo GiacovazzoThe Department of Veterinary Medicine, European Center for Brain Research/Institute for Research and Health Care (IRCCS) Santa Lucia Foundation, Rome, Italy.
Valentina VaccaNational Research Council of Italy (CNR), Institute of Biochemistry and Cell Biology, Monterotondo, Italy.
Federica De AngelisNational Research Council of Italy (CNR), Institute of Biochemistry and Cell Biology, Monterotondo, Italy.
Ilaria CicaliniCenter for Advanced Studies and Technology (CAST), "G. d'Annunzio" University of Chieti-Pescara, Chieti, Italy.
Valentina MastrorilliNational Research Council of Italy (CNR), Institute of Biochemistry and Cell Biology, Monterotondo, Italy.
Chiara ParisiNational Research Council of Italy (CNR), Institute of Biochemistry and Cell Biology, Monterotondo, Italy.
Zuleyha Nihan YurtseverThe Department of Veterinary Medicine, European Center for Brain Research/Institute for Research and Health Care (IRCCS) Santa Lucia Foundation, Rome, Italy.
Domenico CiavardelliSchool of Medicine and Surgery, "Kore" University of Enna, Enna, Italy.
Roberto CoccurelloThe Department of Veterinary Medicine, European Center for Brain Research/Institute for Research and Health Care (IRCCS) Santa Lucia Foundation, Rome, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Biological aging and sex interact to shape systemic metabolism, yet their role in chronic pain resolution remains unexplored. We hypothesized that metabolic resilience-the ability to flexibly switch fuel sources and maintain energy homeostasis-rules successful recovery from nerve injury in a sex-dependent manner during aging. Methods: In 12-month-old male and female mice, corresponding to the perimenopausal phase in females and the onset of hormonal decline in both sexes, we induced sciatic nerve chronic constriction injury and performed multi-omics profiling during Wallerian degeneration, a phase known to trigger long-term neurobiological remodeling. Results: Aging females exhibited early activation of fatty acid oxidation, increased resting energy expenditure, upregulation of mitochondrial redox enzymes and circulating progesterone and corticosterone. Proteomic and metabolomic analysis revealed pentose phosphate pathway enrichment and gluconeogenesis, supporting redox balance and metabolic flexibility. Conversely, males displayed persistent glycolytic reliance, long-chain acylcarnitine accumulation, suppression of adiponectin and PPARγ, indicating metabolic inflexibility. Longitudinal behavioral analysis revealed that aging females recovered earlier and more fully than aging males, reversing the pattern previously shown in our adult mouse study, where females developed persistent pain and males recovered rapidly. Discussion: These patterns highlight a non-linear, sex-specific interaction between biological aging and injury response, where hormonal decline reprograms the metabolic trajectory and reshapes pain outcomes. Metabolic resilience governs sex-specific recovery following nerve injury by directing early systemic adaptations that precede and predict long-term pain trajectories. These results define mechanistically anchored, sex- and age-specific biomarkers, and propose preclinical targets for timely, personalized interventions in age-associated neuropathic pain.

Indexed as

acylcarnitinesadipose tissueagingallodyniaenergy metabolismneuropathic painproteomicsex differences

Identifiers

PMID41158618
PMCPMC12554762

What Socratic holds

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LicenceCC BY
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Registered trials

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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 Socratic graph.