Evidence map›Paper›PMID 42174345›Full record

ReviewGeroScience2026

Molecular predictors of incident frailty: a systematic review and critical appraisal of longitudinal evidence.

João Antunes, Rita Ferreira, Lúcio Lara Santos, Daniel Moreira-Gonçalves

Abstract readReview
PubMed Publisher
In one paragraph

Review in GeroScience, 2026. 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
–field-weighted citation impact
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.

João AntunesExperimental Pathology and Therapeutics Group, Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Centre (Porto.CCC) & RISE@CI-IPOP (Health Research Network), Porto, Portugal. antunes.joao@ua.pt.ORCID http://orcid.org/0000-0002-9904-5115
Rita FerreiraAssociated Laboratory for Green Chemistry of the Network of Chemistry and Technology (LAQV-REQUIMTE), Department of Chemistry, University of Aveiro, Aveiro, Portugal.
Lúcio Lara SantosExperimental Pathology and Therapeutics Group, Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Centre (Porto.CCC) & RISE@CI-IPOP (Health Research Network), Porto, Portugal.
Daniel Moreira-GonçalvesResearch Centre in Physical Activity, Health and Leisure (CIAFEL), Faculty of Sport, University of Porto, Rua Dr. Plácido Costa 91, 4200-450, Porto, Portugal.

Funding

Fundação para a Ciência e a Tecnologia PTDC/SAU-DES/7945/2020Fundação para a Ciência e a Tecnologia SFRH/BD/147776/2019
6 · The paper itself

Abstract

Frailty is a multisystemic syndrome that significantly compromises quality of life. Current management strategies are largely reactive, often leading to suboptimal mitigation outcomes. Identifying predictors of incident frailty is therefore critical to shift this paradigm. This systematic review conducted in PubMed, Scopus and Web of Science (on 3 October 2023) included 45 longitudinal studies analysing biomarkers in human biological fluids and their associations with widely established frailty assessment tools. A total of 80 candidate biomarkers were identified, 20 of which were investigated in multiple studies. Notably, only one biomarker analysed in multiple studies was found to have broadly similar directionality in adjusted analyses, but overall certainty remains limited. While our findings suggest that some progress has been made towards the discovery of molecular predictors of incident frailty, a reliable biomarker set remains elusive, hindered by several methodological limitations. Nevertheless, frailty assessment has shown tremendous promise in the clinical setting, warranting further efforts to integrate existing tools with biomarkers. This systematic review highlights the untapped potential of biomarker discovery, as well as the current shortcomings in the field of frailty prediction, and offers direction for improving study design and reproducibility in future studies.

Indexed as

BiomarkersIncident frailtyOnsetPredictors

Identifiers

What OpenQuestion holds

Textmetadata
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.