Evidence mapPaperPMID 42072606Full record

Observational studyBiomolecules2026

Corneal Confocal Microscopy as a Non-Invasive Marker of Small Fiber Neuropathy and Systemic Complications in Type 2 Diabetes: A Cross-Sectional Study.

Savelia Yordanova, Diana Nikolova, Lachezar Traykov, Antoaneta Gateva, Zdravko Kamenov

Abstract readObservational Study
In one paragraph

Observational study in Biomolecules, 2026. 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
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

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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

5 authors.

Savelia YordanovaDepartment of Internal Medicine, Faculty of Medicine, Medical University-Sofia, 1431 Sofia, Bulgaria.ORCID 0009-0001-3684-9570
Diana NikolovaDepartment of Internal Medicine, Faculty of Medicine, Medical University-Sofia, 1431 Sofia, Bulgaria.ORCID 0009-0007-2730-0475
Lachezar TraykovDepartment of Neurology, Faculty of Medicine, Medical University-Sofia, 1431 Sofia, Bulgaria.ORCID 0000-0001-5377-7794
Antoaneta GatevaDepartment of Internal Medicine, Faculty of Medicine, Medical University-Sofia, 1431 Sofia, Bulgaria.ORCID 0000-0002-8030-4498
Zdravko KamenovDepartment of Internal Medicine, Faculty of Medicine, Medical University-Sofia, 1431 Sofia, Bulgaria.ORCID 0000-0002-4829-9449

Funding

European Union-NextGenerationEU project № BG-RRP-2.004-0004-C01
6 · The paper itself

Abstract

Small fiber neuropathy (SFN) is an early and common manifestation of diabetic polyneuropathy in type 2 diabetes mellitus (T2DM), often presenting with pain, dysesthesia, and autonomic dysfunction. Conventional diagnostic methods primarily assess large nerve fibers and may miss early small fiber damage, while skin biopsy, though considered the reference standard, is invasive. Corneal confocal microscopy (CCM) offers a rapid, noninvasive alternative for visualizing and quantifying small nerve fiber pathology in vivo. This was a monocentric observational study including 80 adults with T2DM (18-75 years), conducted at Alexandrovska Hospital, Sofia. Peripheral neuropathy was evaluated using a modified Neuropathy Disability Score and CCM-derived corneal nerve fiber density (CNFD), length (CNFL), and branching density (CNBD). Autonomic and sudomotor function were assessed by cardiovascular reflex tests and Sudoscan. Additional measures included vibration perception threshold, carotid intima-media thickness, body composition analysis, and laboratory parameters. Autonomic neuropathy was present in 66.7% and peripheral neuropathy in 57.5% of participants. Affected patients were older and had higher BMI and longer diabetes duration; peripheral neuropathy was additionally associated with higher HbA1c. Corneal nerve parameters negatively correlated with diabetes duration, HbA1c, intima-media thickness, and vibration threshold. Patients with diabetic retinopathy showed significantly reduced CNFD and CNFL. ROC analysis demonstrated significant discriminative ability of the HRV index for identifying peripheral neuropathy and of CNFD for detecting sudomotor dysfunction. These findings support CCM as a valuable, noninvasive marker of small fiber damage, closely linked to metabolic control, vascular impairment, and both sensory and autonomic dysfunction in T2DM.

Indexed as

CorneaDiabetes Mellitus, Type 2Diabetic NeuropathiesSmall Fiber NeuropathyAdolescentAdultAgedBiomarkersCross-Sectional StudiesFemaleHumansMaleMicroscopy, ConfocalMiddle AgedNerve FibersYoung AdultBiomarkerscorneal confocal microscopydiabetic polyneuropathysmall fiber neuropathy

Identifiers

PMID42072606
PMCPMC13113735

What Socratic 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 Socratic graph.