Evidence map›Paper›PMID 41201232›Full record

SynthesisEuropean journal of neurology2025

Corneal Confocal Microscopy to Diagnose Peripheral Neuropathy: A Systematic Review and Meta-Analysis.

Ioannis N Petropoulos, Omar A Madani, Hoda Y Gad, Ziyad R Mahfoud, Georgios Ponirakis, Ross MacDonald, Rayaz A Malik

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in European journal of neurology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
–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

7 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Review
  4. Article
  5. Article
  6. Article
  7. Review
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

7 authors.

Ioannis N PetropoulosResearch Division, Weill Cornell Medicine-Qatar, Doha, Qatar.
Omar A MadaniResearch Division, Weill Cornell Medicine-Qatar, Doha, Qatar.
Hoda Y GadResearch Division, Weill Cornell Medicine-Qatar, Doha, Qatar.
Ziyad R MahfoudDivision of Medical Education, Weill Cornell Medicine, Doha, Qatar.
Georgios PonirakisResearch Division, Weill Cornell Medicine-Qatar, Doha, Qatar.ORCID 0000-0002-6936-1248
Ross MacDonaldHealth Sciences Library, Weill Cornell Medicine-Qatar, Doha, Qatar.
Rayaz A MalikResearch Division, Weill Cornell Medicine-Qatar, Doha, Qatar.ORCID 0000-0002-7188-8903

Funding

Qatar National Research Fund BMRP20038654
6 · The paper itself

Abstract

BACKGROUND AND

objectivesPeripheral neuropathy (PN) may be diagnosed late or may remain undiagnosed. Studies have shown that measurement of corneal nerve fiber length (CNFL) using corneal confocal microscopy (CCM) may have diagnostic utility in diabetic and other peripheral neuropathies.

methodsThe main databases [CENTRAL, Embase (Ovid), and PubMed] were searched for peer-reviewed literature. Gray literature searching was undertaken using the ProQuest Dissertations & Theses database. The updated Preferred Reporting Items for Systematic Reviews and Meta-Analysis guidelines were used by two authors independently for screening and data extraction. The primary outcome of CNFL was represented by the standardized mean difference and 95% confidence interval, and differences between healthy controls (HC), patients with sub-clinical (PN-), and clinical (PN+) peripheral neuropathy were assessed. Sensitivity analysis was performed to assess the risk of bias.

resultsWe identified n = 52 eligible studies (n = 2995 participants) reporting CNFL across 34 different conditions associated with PN. CNFL was significantly lower in PN+ patients compared to HC (standardized mean difference -1.12, 95% confidence interval -1.32 to -0.33, p < 0.00001), in PN- patients compared to HC (-0.78, -0.99 to -0.57, p < 0.00001), and in PN+ compared to PN- patients (-0.93, -1.53 to -0.33, p = 0.002). The results remained significant following sensitivity analysis to adjust for the risk of potential detection bias. The results remained significant independent of the choice of a random or fixed effects model.

conclusionsThis systematic review and meta-analysis shows that CNFL has utility in the diagnosis of peripheral neuropathies.

Indexed as

CorneaPeripheral Nervous System DiseasesHumansMicroscopy, ConfocalNerve Fibersbiomarkersdiagnosisneurologyneuropathologyneuropathy

Identifiers

PMID41201232
PMCPMC12593550

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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.