Evidence map›Paper›PMID 42496925›Full record

ReviewActa diabetologica2026

Molecular biomarkers in diabetes-related neurological complications: current evidence and translational challenges.

Athena Myrou, Christos Voucharas, Christos Savopoulos

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In one paragraph

Review in Acta diabetologica, 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

3 authors.

Athena Myrou1st Propaedeutic Department of Internal Medicine, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece. taniamyrou@gmail.com.ORCID http://orcid.org/0000-0002-2629-1841
Christos VoucharasCardiothoracic Department, School of Medicine, Aristotle University of Thessaloniki, AHEPA University Hospital of Thessaloniki, Thessaloniki, Greece.
Christos Savopoulos1st Propaedeutic Department of Internal Medicine, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Diabetes mellitus is increasingly recognized as a systemic disorder associated with a broad spectrum of neurological complications, including diabetic peripheral neuropathy, autonomic neuropathy, cerebrovascular disease, cognitive impairment, and neurodegenerative disorders. Because neurological injury may develop before the onset of overt clinical manifestations, the identification of reliable biomarkers for early risk assessment remains an important challenge in diabetes care. This narrative review summarizes current evidence regarding molecular biomarkers implicated in diabetes-related neurological complications. A literature search was conducted using major biomedical databases, with emphasis on human studies, systematic reviews, prospective cohorts, and clinically relevant translational research. Biomarker categories reviewed include inflammatory mediators, oxidative stress markers, advanced glycation end-products, neuronal injury proteins, metabolomic signatures, circulating microRNAs, extracellular vesicles, and multi-omics approaches. Current evidence suggests that several biomarkers are associated with neurological injury and adverse neurological outcomes in patients with diabetes. However, the strength of evidence varies substantially across biomarker classes. While some biomarkers demonstrate biological plausibility and consistent associations with disease burden, most remain at an exploratory stage and lack sufficient prospective validation for routine clinical implementation. Major barriers include study heterogeneity, assay variability, limited reproducibility, uncertainty regarding incremental predictive value, and insufficient evaluation in diabetes-specific populations. Future research should focus on rigorous validation of candidate biomarkers, standardization of analytical methods, and assessment of their added value beyond established clinical risk factors. The integration of molecular biomarkers with clinical variables, neuroimaging findings, and advanced analytical approaches may contribute to future risk stratification strategies; however, substantial validation is required before clinical implementation can be considered.

Indexed as

BiomarkersCognitive impairmentDiabetes mellitusDiabetic neuropathyMulti-omicsNeurodegenerationNeurological complicationsRisk stratification

Identifiers

What OpenQuestion holds

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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 OpenQuestion graph.