Corneal confocal microscopy predicts 4-year incident peripheral neuropathy in type 1 diabetes
- PMID: 25573881
- DOI: 10.2337/dc14-2114
Corneal confocal microscopy predicts 4-year incident peripheral neuropathy in type 1 diabetes
Abstract
Objective: This study determined if deficits in corneal nerve fiber length (CNFL) assessed using corneal confocal microscopy (CCM) can predict future onset of diabetic peripheral neuropathy (DPN).
Research design and methods: CNFL and a range of other baseline measures were compared between 90 nonneuropathic patients with type 1 diabetes who did or did not develop DPN after 4 years. The receiver operator characteristic (ROC) curve was used to determine the capability of single and combined measures of neuropathy to predict DPN.
Results: DPN developed in 16 participants (18%) after 4 years. Factors predictive of 4-year incident DPN were lower CNFL (P = 0.041); longer duration of diabetes (P = 0.002); higher triglycerides (P = 0.023); retinopathy (higher on the Early Treatment of Diabetic Retinopathy Study scale) (P = 0.008); nephropathy (higher albumin-to-creatinine ratio) (P = 0.001); higher neuropathy disability score (P = 0.037); lower cold sensation (P = 0.001) and cold pain (P = 0.027) thresholds; higher warm sensation (P = 0.008), warm pain (P = 0.024), and vibration (P = 0.003) thresholds; impaired monofilament response (P = 0.003); and slower peroneal (P = 0.013) and sural (P = 0.002) nerve conduction velocity. CCM could predict the 4-year incident DPN with 63% sensitivity and 74% specificity for a CNFL threshold cutoff of 14.1 mm/mm(2) (area under ROC curve = 0.66, P = 0.041). Combining neuropathy measures did not improve predictive capability.
Conclusions: DPN can be predicted by various demographic, metabolic, and conventional neuropathy measures. The ability of CCM to predict DPN broadens the already impressive diagnostic capabilities of this novel ophthalmic marker.
© 2015 by the American Diabetes Association. Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered.
Similar articles
-
The Inferior Whorl For Detecting Diabetic Peripheral Neuropathy Using Corneal Confocal Microscopy.Invest Ophthalmol Vis Sci. 2015 Apr;56(4):2498-504. doi: 10.1167/iovs.14-15919. Invest Ophthalmol Vis Sci. 2015. PMID: 25783609 Free PMC article.
-
Corneal confocal microscopy detects neuropathy in patients with type 1 diabetes without retinopathy or microalbuminuria.PLoS One. 2015 Apr 8;10(4):e0123517. doi: 10.1371/journal.pone.0123517. eCollection 2015. PLoS One. 2015. PMID: 25853247 Free PMC article.
-
Standardizing corneal nerve fibre length for nerve tortuosity increases its association with measures of diabetic neuropathy.Diabet Med. 2014 Oct;31(10):1205-9. doi: 10.1111/dme.12466. Epub 2014 May 24. Diabet Med. 2014. PMID: 24750318
-
Corneal confocal microscopy for assessment of diabetic peripheral neuropathy: a meta-analysis.Br J Ophthalmol. 2016 Jan;100(1):9-14. doi: 10.1136/bjophthalmol-2014-306038. Epub 2015 Feb 12. Br J Ophthalmol. 2016. PMID: 25677672 Review.
-
Application and progress of corneal confocal microscopy in the evaluation of diabetes-related peripheral neuropathy.Endokrynol Pol. 2024;75(4):395-402. doi: 10.5603/ep.99842. Endokrynol Pol. 2024. PMID: 39279308 Review.
Cited by
-
Development of a transformer-based deep learning algorithm for diabetic peripheral neuropathy classification using corneal confocal microscopy images.Front Cell Dev Biol. 2024 Oct 14;12:1484329. doi: 10.3389/fcell.2024.1484329. eCollection 2024. Front Cell Dev Biol. 2024. PMID: 39469112 Free PMC article.
-
Global hotspots and trends in diabetic peripheral neuropathy research from 2011 to 2023.Medicine (Baltimore). 2024 Aug 9;103(32):e39295. doi: 10.1097/MD.0000000000039295. Medicine (Baltimore). 2024. PMID: 39121272 Free PMC article.
-
Sustained corneal nerve loss predicts the development of diabetic neuropathy in type 2 diabetes.Front Neurosci. 2024 Jul 2;18:1393105. doi: 10.3389/fnins.2024.1393105. eCollection 2024. Front Neurosci. 2024. PMID: 39015377 Free PMC article.
-
Corneal Confocal Microscopy Predicts Cardiovascular and Cerebrovascular Events and Demonstrates Greater Peripheral Neuropathy in Patients with Type 1 Diabetes and Foot Ulcers.Diagnostics (Basel). 2023 Aug 29;13(17):2793. doi: 10.3390/diagnostics13172793. Diagnostics (Basel). 2023. PMID: 37685330 Free PMC article.
-
Effect of repeated intravitreal anti-vascular endothelial growth factor drugs on corneal nerves.Medicine (Baltimore). 2023 Jul 21;102(29):e34210. doi: 10.1097/MD.0000000000034210. Medicine (Baltimore). 2023. PMID: 37478270 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical