Evidence map›Paper›PMID 40867830›Full record

ArticleAntioxidants (Basel, Switzerland)2025

Causal Inference Approaches Reveal Associations Between LDL Oxidation, NO Metabolism, Telomere Length and DNA Integrity Within the MARK-AGE Study.

Andrei Valeanu, Denisa Margina, María Moreno-Villanueva, María Blasco, Ewa Sikora, Grazyna Mosieniak, Miriam Capri, Nicolle Breusing, Jürgen Bernhardt, Christiane Schön and 21 more

Abstract read
In one paragraph

Article in Antioxidants (Basel, 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

31 authors.

Andrei ValeanuFaculty of Pharmacy, Carol Davila University of Medicine and Pharmacy, 6 Traian Vuia Street, 020956 Bucharest, Romania.
Denisa MarginaFaculty of Pharmacy, Carol Davila University of Medicine and Pharmacy, 6 Traian Vuia Street, 020956 Bucharest, Romania.ORCID 0000-0003-3289-147X
María Moreno-VillanuevaMolecular Toxicology Group, Department of Biology, University of Konstanz, 78457 Konstanz, Germany.ORCID 0000-0002-7143-0871
María BlascoSpanish National Cancer Research Centre (CNIO), 28029 Madrid, Spain.
Ewa SikoraLaboratory of the Molecular Bases of Ageing, Nencki Institute of Experimental Biology, Polish Academy of Sciences, 3 Pasteur Street, 02-093 Warsaw, Poland.
Grazyna MosieniakLaboratory of the Molecular Bases of Ageing, Nencki Institute of Experimental Biology, Polish Academy of Sciences, 3 Pasteur Street, 02-093 Warsaw, Poland.ORCID 0000-0001-7957-1241
Miriam CapriDepartment of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy.ORCID 0000-0001-9077-0401
Nicolle BreusingDepartment of Applied Nutritional Science/Dietetics, Institute of Nutritional Medicine, University of Hohenheim, 70599 Stuttgart, Germany.
Jürgen BernhardtBioTeSys GmbH, Schelztorstr. 54-56, 73728 Esslingen, Germany.
Christiane SchönBioTeSys GmbH, Schelztorstr. 54-56, 73728 Esslingen, Germany.ORCID 0000-0003-3787-5268
Olivier ToussaintResearch Unit on Cellular Biology, University of Namur (URBC-NARILIS), University of Namur, Rue de Bruxelles, 61, 5000 Namur, Belgium.
Florence Debacq-ChainiauxResearch Unit on Cellular Biology, University of Namur (URBC-NARILIS), University of Namur, Rue de Bruxelles, 61, 5000 Namur, Belgium.ORCID 0000-0003-3949-395X
Beatrix Grubeck-LoebensteinResearch Institute for Biomedical Aging Research, Universität Innsbruck, Rennweg, 10, 6020 Innsbruck, Austria.
Birgit WeinbergerResearch Institute for Biomedical Aging Research, Universität Innsbruck, Rennweg, 10, 6020 Innsbruck, Austria.ORCID 0000-0002-7084-946X
Simone FieglInstitute for Nutritional Sciences and Physiology, Private University for Health Sciences, Medical Informatics and Technology (UMIT TIROL), Eduard-Wallnöfer-Zentrum 1, 6060 Hall in Tyrol, Austria.
Efstathios S GonosNational Hellenic Research Foundation, Institute of Biology, Medicinal Chemistry and Biotechnology, 116 35 Athens, Greece.
Antti HervonenMedical School, University of Tampere, 33014 Tampere, Finland.
Eline P SlagboomSection of Molecular Epidemiology, Leiden University Medical Centre, 2333 ZG Leiden, The Netherlands.ORCID 0000-0002-2875-4723
Anton de CraenDepartment of Gerontology and Geriatrics, Leiden University Medical Center, 2333 ZG Leiden, The Netherlands.
Martijn E T DolléCentre for Health Protection, National Institute for Public Health and the Environment, P.O. Box 1, 3720 BA Bilthoven, The Netherlands.ORCID 0000-0001-6137-6544
Eugène H J M JansenCentre for Health Protection, National Institute for Public Health and the Environment, P.O. Box 1, 3720 BA Bilthoven, The Netherlands.ORCID 0000-0002-3151-5897
Eugenio MocchegianiAdvanced Technology Center for Aging Research and Geriatric Mouse Clinic, IRCCS INRCA, 60121 Ancona, Italy.
Robertina GiacconiAdvanced Technology Center for Aging Research and Geriatric Mouse Clinic, IRCCS INRCA, 60121 Ancona, Italy.ORCID 0000-0002-1468-2140
Francesco PiacenzaAdvanced Technology Center for Aging Research and Geriatric Mouse Clinic, IRCCS INRCA, 60121 Ancona, Italy.ORCID 0000-0001-7440-804X
Marco MalavoltaAdvanced Technology Center for Aging Research and Geriatric Mouse Clinic, IRCCS INRCA, 60121 Ancona, Italy.ORCID 0000-0002-8442-1763
Daniela WeberDepartment of Molecular Toxicology, German Institute of Human Nutrition, Potsdam-Rehbrücke, 14558 Nuthetal, Germany.ORCID 0000-0002-2054-6233
Wolfgang StuetzDepartment of Food Biofunctionality, Institute of Nutritional Sciences (140), University of Hohenheim, 70599 Stuttgart, Germany.ORCID 0000-0002-8011-5849
Tilman GruneDepartment of Molecular Toxicology, German Institute of Human Nutrition, Potsdam-Rehbrücke, 14558 Nuthetal, Germany.ORCID 0000-0003-4775-9973
Claudio FranceschiDepartment of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy.ORCID 0000-0001-9841-6386
Alexander BürkleMolecular Toxicology Group, Department of Biology, University of Konstanz, 78457 Konstanz, Germany.ORCID 0000-0003-1069-2656
Daniela GradinaruFaculty of Pharmacy, Carol Davila University of Medicine and Pharmacy, 6 Traian Vuia Street, 020956 Bucharest, Romania.ORCID 0000-0001-7666-3108

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Genomic instability markers are important hallmarks of aging, as previously evidenced within the European study of biomarkers of human aging, MARK-AGE; however, establishing the specific metabolic determinants of vascular aging is challenging. The objective of the present study was to evaluate the impact of the susceptibility to oxidation of serum LDL particles (LDLox) and the plasma metabolization products of nitric oxide (NOx) on relevant genomic instability markers. The analysis was performed on a MARK-AGE cohort of 1326 subjects (635 men and 691 women, 35-75 years old) randomly recruited from the general population. The Inverse Probability of Treatment Weighting causal inference algorithm was implemented in order to assess the potential causal relationship between the LDLox and NOx octile-based thresholds and three genomic instability markers measured in mononuclear leukocytes: the percentage of telomeres shorter than 3 kb, the initial DNA integrity, and the DNA damage after irradiation with 3.8 Gy. The results showed statistically significant telomere shortening for LDLox, while NOx yielded a significant impact on DNA integrity. Overall, the effect on the genomic instability markers was higher than for the confirmed vascular aging determinants, such as low HDL cholesterol levels, indicating a meaningful impact even for small changes in LDLox and NOx values.

Indexed as

causal analysisgenomic instability markersLDL oxidationMARK-AGEnitric oxidevascular aging

Identifiers

PMID40867830
PMCPMC12383079

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