Evidence map›Paper›PMID 35105883›Full record

ArticleNature communications2022

The mouse metallomic landscape of aging and metabolism.

Jean-David Morel, Lucie Sauzéat, Ludger J E Goeminne, Pooja Jha, Evan Williams, Riekelt H Houtkooper, Ruedi Aebersold, Johan Auwerx, Vincent Balter

Open access · goldAbstract read
In one paragraph

Article in Nature communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.

0numbers the graph read from it
0cells of the map it votes in
28citing papers in PubMed
5.3field-weighted citation impact, top 3% of its field
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

28 citing papers in PubMed, 49 citations in OpenAlex.

  1. Article
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  7. Review
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  11. Review
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  13. Article
  14. Unveiling the Origin of Copper Accumulation in Plasma with Aging.Environment & health (Washington, D.C.) · 2025
    Article
  15. Article
  16. Article
  17. Review
  18. Translational toxicology of metal(loid) species: linking their bioinorganic chemistry in the bloodstream to organ damage onset.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2024
    Review
  19. Impact of aging on copper isotopic composition in the murine brain.Metallomics : integrated biometal science · 2024
    Article
  20. Article
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

9 authors at 5 institutions in 4 countries.

Jean-David Morel *Laboratory of Integrative Systems Physiology, Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland.ORCID http://orcid.org/0000-0002-7122-9924
Lucie Sauzéat *Université de Lyon, Ecole Normale Supérieure de Lyon, Université de Lyon 1, CNRS, LGL-TPE, Lyon, France.ORCID http://orcid.org/0000-0001-8723-1351
Ludger J E GoeminneLaboratory of Integrative Systems Physiology, Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland.ORCID http://orcid.org/0000-0002-8285-7766
Pooja JhaLaboratory of Integrative Systems Physiology, Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland.
Evan WilliamsLaboratory of Integrative Systems Physiology, Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland.ORCID http://orcid.org/0000-0002-9746-376X
Riekelt H HoutkooperLaboratory of Integrative Systems Physiology, Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland.
Ruedi AebersoldDepartment of Biology, Institute of Molecular Systems Biology, ETH Zürich, Zürich, Switzerland.ORCID http://orcid.org/0000-0002-9576-3267
Johan AuwerxLaboratory of Integrative Systems Physiology, Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland. admin.auwerx@epfl.ch.ORCID http://orcid.org/0000-0002-5065-5393
Vincent BalterUniversité de Lyon, Ecole Normale Supérieure de Lyon, Université de Lyon 1, CNRS, LGL-TPE, Lyon, France. vincent.balter@ens-lyon.fr.ORCID http://orcid.org/0000-0002-9236-4834
École Polytechnique Fédérale de Lausanne · CHUniversité Claude Bernard Lyon 1 · FRAmsterdam University Medical Centers · NLUniversity of Luxembourg · LUUniversity of Zurich · CH

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Organic elements make up 99% of an organism but without the remaining inorganic bioessential elements, termed the metallome, no life could be possible. The metallome is involved in all aspects of life, including charge balance and electrolytic activity, structure and conformation, signaling, acid-base buffering, electron and chemical group transfer, redox catalysis energy storage and biomineralization. Here, we report the evolution with age of the metallome and copper and zinc isotope compositions in five mouse organs. The aging metallome shows a conserved and reproducible fingerprint. By analyzing the metallome in tandem with the phenome, metabolome and proteome, we show networks of interactions that are organ-specific, age-dependent, isotopically-typified and that are associated with a wealth of clinical and molecular traits. We report that the copper isotope composition in liver is age-dependent, extending the existence of aging isotopic clocks beyond bulk organic elements. Furthermore, iron concentration and copper isotope composition relate to predictors of metabolic health, such as body fat percentage and maximum running capacity at the physiological level, and adipogenesis and OXPHOS at the biochemical level. Our results shed light on the metallome as an overlooked omic layer and open perspectives for potentially modulating cellular processes using careful and selective metallome manipulation.

Indexed as

MetabolomeProteomeAgingAnimalsCopperFatty AcidsIronIsotopesMaleMetalsMiceMice, Inbred C57BLOxidation-ReductionSystems AnalysisZincCopperFatty AcidsIronIsotopesMetalsProteomeZinc

Identifiers

PMID35105883
PMCPMC8807729
OpenAlexW4210430745

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.