ArticleFrontiers in endocrinology2022
Implementation of corneal confocal microscopy for screening and early detection of diabetic neuropathy in primary care alongside retinopathy screening: Results from a feasibility study.
Article in Frontiers in endocrinology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
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Who cites it
11 citing papers in PubMed, 1 synthesis or guideline pooled it, 14 citations in OpenAlex.
- Artificial intelligence for detection, prediction, and severity classification of diabetic peripheral neuropathy: a systematic review.BMC medical informatics and decision making · 2026Pooled it
- Corneal Confocal Microscopy as a Non-Invasive Marker of Small Fiber Neuropathy and Systemic Complications in Type 2 Diabetes: A Cross-Sectional Study.Biomolecules · 2026Observational
- Diabetic keratopathy and nuclear proteins (Review).Molecular medicine reports · 2026Review
- Methods for the evaluation of corneal nerve fibres in diabetes mellitus by in vivo confocal microscopy: a scoping review.BMJ open · 2025Article
- Development of Diagnostic Nomograms Using Corneal Nerve Parameters for Diabetic Peripheral Neuropathy in Type 2 Diabetes Mellitus.Translational vision science & technology · 2025Article
- Association of serum magnesium level with small fiber neuropathy in patients with type 2 diabetes.Frontiers in medicine · 2025Article
- Development of a transformer-based deep learning algorithm for diabetic peripheral neuropathy classification using corneal confocal microscopy images.Frontiers in cell and developmental biology · 2024Article
- Is the 10 g monofilament fit for purpose for diagnosing DPN?BMJ open diabetes research & care · 2023Article
- Disrupted Neural Regeneration in Dry Eye Secondary to Ankylosing Spondylitis-With a Theoretical Link between Piezo2 Channelopathy and Gateway Reflex, WDR Neurons, and Flare-Ups.International journal of molecular sciences · 2023Article
- Screening for diabetic peripheral neuropathy in resource-limited settings.Diabetology & metabolic syndrome · 2023Review
- Update on Corneal Confocal Microscopy Imaging.Diagnostics (Basel, Switzerland) · 2022Review
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Authors and funding
7 authors at 4 institutions in 1 country.
Funding
Abstract
Objective: Screening for diabetic peripheral neuropathy (DPN) is essential for early detection and timely intervention. Quantitative assessment of small nerve fiber damage is key to the early diagnosis and assessment of its progression. Corneal confocal microscopy (CCM) is a non-invasive, in-vivo diagnostic technique that provides an accurate surrogate biomarker for small-fiber neuropathy. In this novel study for the first time, we introduced CCM to primary care as a screening tool for DPN alongside retinopathy screening to assess the level of neuropathy in this novel cohort. Research design and methods: 450 consecutive subjects with type 1 or type 2 diabetes attending for annual eye screening in primary care optometry settings underwent assessment with CCM to establish the prevalence of sub-clinical diabetic peripheral neuropathy. Subjects underwent assessment for neurological and ocular symptoms of diabetes and a history of diabetic foot disease, neuropathy and diabetic retinopathy (DR). Results: CCM examination was completed successfully in 427 (94.9%) subjects, 22% of whom had neuropathy according to Diabetic Neuropathy Symptom (DNS) score. The prevalence of sub-clinical neuropathy as defined by abnormal corneal nerve fiber length (CNFL) was 12.9%. In the subjects with a short duration of type 2 diabetes, 9.2% had abnormal CNFL. CCM showed significant abnormalities in corneal nerve parameters in this cohort of subjects with reduction of corneal nerve fiber density (CNFD, p<0.001), CNFL (p<0.001) and corneal nerve branch density (CNBD, p<0.001) compared to healthy subjects. In subjects who had no evidence of DR (67% of all subjects), 12.0% had abnormal CNFL. Conclusions: CCM may be a sensitive biomarker for early detection and screening of DPN in primary care alongside retinopathy screening.
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