Evidence map›Paper›PMID 40418402›Full record

ArticleBiogerontology2025

Blood-based biomarkers in centenarians and non-centenarians: a matched, population-based retrospective cohort study using primary care records in Catalonia, Spain.

Manuel A Moreno, Josep Vidal-Alaball, Marc Saez, Maria A Barceló

Abstract read
In one paragraph

Article in Biogerontology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

4 authors.

Manuel A MorenoResearch Group On Statistics, Econometrics and Health (GRECS), University of Girona, Carrer de La Universitat de Girona 10, Campus de Montilivi, 17003, Girona, Spain.ORCID 0000-0002-9813-6912
Josep Vidal-AlaballInstitut Català de La Salut. Gerència d'Atenció Primària I a La Comunitat de La Catalunya Central, Unitat de Recerca I Innovació, 08242, Manresa, Spain.ORCID 0000-0002-3527-4242
Marc SaezResearch Group On Statistics, Econometrics and Health (GRECS), University of Girona, Carrer de La Universitat de Girona 10, Campus de Montilivi, 17003, Girona, Spain. marc.saez@udg.edu.ORCID 0000-0003-1882-0157
Maria A BarcelóResearch Group On Statistics, Econometrics and Health (GRECS), University of Girona, Carrer de La Universitat de Girona 10, Campus de Montilivi, 17003, Girona, Spain.ORCID 0000-0001-9720-690X

Funding

Agència de Gestió d'Ajuts Universitaris i de Recerca DI 2021Departament de Salut, Generalitat de Catalunya SLT021/21/000002
6 · The paper itself

Abstract

The global increase in life expectancy has sparked growing interest in the factors that contribute to exceptional longevity. Between 1990 and 2015, the number of centenarians worldwide more than quadrupled. This study aimed to analyse the relationship between blood-based biomarkers and the likelihood of reaching 100 years of age in Catalonia (2015-2022), and to examine how biomarker variations during COVID-19 affected longevity. Using a retrospective cohort study based on primary care electronic health records from Catalonia, we compared centenarians with individuals aged 92 or older who died before reaching 100 years of age. We analysed anaemia, cholesterol, glycemia, kidney function, and liver function biomarkers. We employed multiple strategies to control for confounding including matching without replacement, adjusting for both observed confounders at both the individual and contextual level, and unobserved confounders, in particular spatial dependence. Our findings reveal that centenarians exhibit higher rates of chronic conditions, greater socioeconomic disadvantage, and increased neighbourhood inequality in urban areas. Biologically, longevity was linked to intermediate levels of ferritin and cholesterol, alongside lower glucose, creatinine, and uric acid levels. Glycaemic balance, indicated by HbA1c and fasting glucose, emerged as a key factor in survival to extreme old age. Additionally, biomarker improvements during the pandemic correlated with an increased likelihood of reaching centenarian age. These results emphasize the complex interplay between biological, behavioural, and contextual factors in determining longevity. While biomarkers provide valuable insights, they are insufficient indicators of healthy ageing. Future research should integrate multiple dimensions, among them, environmental, and social determinants for uncovering the mechanisms of longevity.

Indexed as

BiomarkersCOVID-19LongevityAged, 80 and overBlood GlucoseCholesterolFemaleHumansMalePrimary Health CareRetrospective StudiesSARS-CoV-2SpainBiomarkersBlood GlucoseCholesterolBlood-based biomarkersCentenariansContextual levelCOVID-19Spatial dependence

Identifiers

PMID40418402
PMCPMC12106579

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.