Cited by 148Pain Mechanisms and TreatmentsOcular Surface and Contact LensPeripheral Neuropathies and Disorders

Corneal Confocal Microscopy Identifies Small-Fiber Neuropathy in Subjects With Impaired Glucose Tolerance Who Develop Type 2 Diabetes

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Azmi, Shazli, Ferdousi, Maryam, Petropoulos, Ioannis N., Ponirakis, Georgios, Alam, Uazman, Fadavi, Hassan, Asghar, Omar, Marshall, Andrew +6 more·2015·Diabetes Care

Abstract

OBJECTIVE: Impaired glucose tolerance (IGT) through to type 2 diabetes is thought to confer a continuum of risk for neuropathy. Identification of subjects at high risk of developing type 2 diabetes and, hence, worsening neuropathy would allow identification and risk stratification for more aggressive management. RESEARCH DESIGN AND METHODS: Thirty subjects with IGT and 17 age-matched control subjects underwent an oral glucose tolerance test, assessment of neuropathic symptoms and deficits, quantitative sensory testing, neurophysiology, skin biopsy, and corneal confocal microscopy (CCM) to quantify corneal nerve fiber density (CNFD), branch density (CNBD), and fiber length (CNFL) at baseline and annually for 3 years. RESULTS: Ten subjects who developed type 2 diabetes had a significantly lower CNFD (P = 0.003), CNBD (P = 0.04), and CNFL (P = 0.04) compared with control subjects at baseline and a further reduction in CNFL (P = 0.006), intraepidermal nerve fiber density (IENFD) (P = 0.02), and mean dendritic length (MDL) (P = 0.02) over 3 years. Fifteen subjects who remained IGT and 5 subjects who returned to normal glucose tolerance had no significant baseline abnormality on CCM or IENFD but had a lower MDL (P < 0.0001) compared with control subjects. The IGT subjects showed a significant decrease in IENFD (P = 0.02) but no change in MDL or CCM over 3 years. Those who returned to NGT showed an increase in CNFD (P = 0.05), CNBD (P = 0.04), and CNFL (P = 0.05), but a decrease in IENFD (P = 0.02), over 3 years. CONCLUSIONS: CCM and skin biopsy detect a small-fiber neuropathy in subjects with IGT who develop type 2 diabetes and also show a dynamic worsening or improvement in corneal and intraepidermal nerve morphology in relation to change in glucose tolerance status.

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  • There are data showing a relationship between glucose tolerance and alterations in IENFD as well as corneal nerve fiber morphology.

    “However, there are data showing a relationship between glucose tolerance and alterations in IENFD as well as corneal nerve fiber morphology.3”

    From Pain and small fiber pathology in men with fibromyalgia syndrome (2024) · cites this paper as [3]

    The Results section (“Change in Neuropathy Measures in Relation to Change in Glucose Tolerance”) reports that corneal nerve morphology worsened in subjects who developed type 2 diabetes and improved in those who returned to normal glucose tolerance. It also reports decreased IENFD in all three groups, including those who returned to normal glucose tolerance. The Conclusions section therefore describes corneal morphology, but not IENFD, as responsive to changes in glucose-tolerance status. (LLM, conf=0.83)

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  1. [2]Yudkin JS, Montori VM The epidemic of pre-diabetes: the medicine and the politics. BMJ 2014; 349: g4485 25028385 PMC4707710
  2. [3]Edelstein SL, Knowler WC, Bain RP, Predictors of progression from impaired glucose tolerance to NIDDM: an analysis of six prospective studies. Diabetes 1997; 46: 701– 710 9075814 PMC2517225
  3. [5]Manley S, Meyer L, Neil H, Ross I, Turner R, Holman R UK Prospective Diabetes Study 6. Complications in newly diagnosed type 2 diabetic patients and their association with different clinical and biochemical risk factors. Diabetes Res 1990; 13: 1– 11 2097090
  4. [7]Ziegler D, Papanas N, Zhivov A,.; German Diabetes Study (GDS) Group Early detection of nerve fiber loss by corneal confocal microscopy and skin biopsy in recently diagnosed type 2 diabetes. Diabetes 2014; 63: 2454– 2463 24574045
  5. [8]Putz Z, Tabák ÁG, Tóth N, Noninvasive evaluation of neural impairment in subjects with impaired glucose tolerance. Diabetes Care 2009; 32: 181– 183 18835942 PMC2606810
  6. [9]Smith AG Impaired glucose tolerance and metabolic syndrome in idiopathic neuropathy. J Peripher Nerv Syst 2012; 17(Suppl. 2): 15– 21 22548618
  7. [13]Dahlin LB, Thrainsdottir S, Cederlund R, Vibrotactile sense in median and ulnar nerve innervated fingers of men with Type 2 diabetes, normal or impaired glucose tolerance. Diabet Med 2008; 25: 543– 549 18346156
  8. [14]Sundkvist G, Dahlin LB, Nilsson H, Sorbitol and myo-inositol levels and morphology of sural nerve in relation to peripheral nerve function and clinical neuropathy in men with diabetic, impaired, and normal glucose tolerance. Diabet Med 2000; 17: 259– 268 10821291
  9. [15]Pourhamidi K, Dahlin LB, Englund E, Rolandsson O No difference in small or large nerve fiber function between individuals with normal glucose tolerance and impaired glucose tolerance. Diabetes Care 2013; 36: 962– 964 23223347 PMC3609489
  10. [16]Asghar O, Petropoulos IN, Alam U, Corneal confocal microscopy detects neuropathy in subjects with impaired glucose tolerance. Diabetes Care 2014; 37: 2643– 2646 24969581 PMC4140158
  11. [17]Müller G, Parfentyeva E, Olschewsky J, Bornstein SR, Schwarz PE Assessment of small fiber neuropathy to predict future risk of type 2 diabetes. Prim Care Diabetes 2013; 7: 269– 273 24076379
  12. [18]Singleton JR, Marcus RL, Lessard MK, Jackson JE, Smith AG Supervised exercise improves cutaneous reinnervation capacity in metabolic syndrome patients. Ann Neurol 2015; 77: 146– 153 25388934 PMC4293306
  13. [19]Tavakoli M, Kallinikos P, Iqbal A, Corneal confocal microscopy detects improvement in corneal nerve morphology with an improvement in risk factors for diabetic neuropathy. Diabet Med 2011; 28: 1261– 1267 21699561 PMC3181044
  14. [20]Tavakoli M, Mitu-Pretorian M, Petropoulos IN, Corneal confocal microscopy detects early nerve regeneration in diabetic neuropathy after simultaneous pancreas and kidney transplantation. Diabetes 2013; 62: 254– 260 23002037 PMC3526062
  15. [21]Azmi S, Ferdousi M, Petropoulos IN, et al. Corneal confocal microscopy shows an improvement in small-fiber neuropathy in subjects with type 1 diabetes on continuous subcutaneous insulin infusion compared with multiple daily injection. Diabetes Care 2015;38:e3–e4 25538321
  16. [22]Lauria G, Hsieh ST, Johansson O, et al.; European Federation of Neurological Societies; Peripheral Nerve Society. European Federation of Neurological Societies/Peripheral Nerve Society Guideline on the use of skin biopsy in the diagnosis of small fiber neuropathy. Report of a joint task force of the European Federation of Neurological Societies and the Peripheral Nerve Society. Eur J Neurol 2010;17:903–912, e44–9
  17. [23]Petropoulos IN, Alam U, Fadavi H, Rapid automated diagnosis of diabetic peripheral neuropathy with in vivo corneal confocal microscopy. Invest Ophthalmol Vis Sci 2014; 55: 2071– 2078 24569580 PMC3979234
  18. [24]Dabbah MA, Graham J, Petropoulos IN, Tavakoli M, Malik RA Automatic analysis of diabetic peripheral neuropathy using multi-scale quantitative morphology of nerve fibres in corneal confocal microscopy imaging. Med Image Anal 2011; 15: 738– 747 21719344
  19. [25]Hughes RA, Umapathi T, Gray IA, A controlled investigation of the cause of chronic idiopathic axonal polyneuropathy. Brain 2004; 127: 1723– 1730 15201191
  20. [26]Fujimoto WY, Leonetti DL, Kinyoun JL, Shuman WP, Stolov WC, Wahl PW Prevalence of complications among second-generation Japanese-American men with diabetes, impaired glucose tolerance, or normal glucose tolerance. Diabetes 1987; 36: 730– 739 3569672
  21. [27]Dyck PJ, Clark VM, Overland CJ, Impaired glycemia and diabetic polyneuropathy: the OC IG Survey. Diabetes Care 2012; 35: 584– 591 22355020 PMC3322692
  22. [28]Ziegler D, Rathmann W, Dickhaus T, Meisinger C, Mielck A; KORA Study Group Prevalence of polyneuropathy in pre-diabetes and diabetes is associated with abdominal obesity and macroangiopathy: the MONICA/KORA Augsburg Surveys S2 and S3. Diabetes Care 2008; 31: 464– 469 18039804
  23. [29]Dyck PJ, Dyck PJ, Klein CJ, Weigand SD Does impaired glucose metabolism cause polyneuropathy? Review of previous studies and design of a prospective controlled population-based study. Muscle Nerve 2007; 36: 536– 541 17626290
  24. [30]Ziegler D, Rathmann W, Dickhaus T, Meisinger C, Mielck A; KORA Study Group. Neuropathic pain in diabetes, prediabetes and normal glucose tolerance: the MONICA/KORA Augsburg Surveys S2 and S3. Pain Med 2009;10:393–400 19207236
  25. [31]Ziegler D, Rathmann W, Meisinger C, Dickhaus T, Mielck A; KORA Study Group Prevalence and risk factors of neuropathic pain in survivors of myocardial infarction with pre-diabetes and diabetes. The KORA Myocardial Infarction Registry. Eur J Pain 2009; 13: 582– 587 18782673
  26. [32]Rajabally YA Neuropathy and impaired glucose tolerance: an updated review of the evidence. Acta Neurol Scand 2011; 124: 1– 8 20868430
  27. [33]Breiner A, Lovblom LE, Perkins BA, Bril V Does the prevailing hypothesis that small-fiber dysfunction precedes large-fiber dysfunction apply to type 1 diabetic patients? Diabetes Care 2014; 37: 1418– 1424 24574353
  28. [35]Boyd AL, Barlow PM, Pittenger GL, Simmons KF, Vinik AI. Topiramate improves neurovascular function, epidermal nerve fiber morphology, and metabolism in patients with type 2 diabetes mellitus. Diabetes Metab Syndr Obes 2010;3:431 PMC3047986 21437113
  29. [37]Mehra S, Tavakoli M, Kallinikos PA, Corneal confocal microscopy detects early nerve regeneration after pancreas transplantation in patients with type 1 diabetes. Diabetes Care 2007; 30: 2608– 2612 17623821

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Authors
Azmi, S., Ferdousi, M., Petropoulos, I. N., Ponirakis, G., Alam, U., Fadavi, H., Asghar, O., Marshall, A., Atkinson, A. J., Jones, W., Boulton, A. J. M., Tavakoli, M., Jeziorska, M., & Malik, R. A.
Affiliations
  • Manchester Academic Health Science Centre (GB)
  • Department of Clinical Neurophysiology, Central Manchester NHS Foundation Trust, Manchester, U.K.
Corresponding author
Malik, Rayaz A.
Venue
Diabetes Care
Published
2015-04-15
Volume
38
Issue
8
Pages
1502-1508
ISSN
  • 0149-5992 (ISSN-L)
  • 1935-5548
OpenAlex
W2123471547
Cited by
148
References
7
Citations by year
2026: 7 · 2025: 13 · 2024: 8 · 2023: 10 · 2022: 16 · 2021: 20 · 2020: 23 · 2019: 18 · 2018: 13 · 2017: 8 · 2016: 9 · 2015: 2
FWCI
7.86
Type
journal article
Language
en
Open access
Locations
  • Diabetes Care (publishedVersion)
  • Europe PMC (PubMed Central) (publishedVersion)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
  • Research Explorer (The University of Manchester) (submittedVersion, other-oa)
Funders
National Institute for Health Research (R1-05991)
Topics
  • Health Sciences › Medicine › Physiology › Pain Mechanisms and Treatments
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Ocular Surface and Contact Lens
  • Health Sciences › Medicine › Neurology › Peripheral Neuropathies and Disorders
Keywords
corneal confocal microscopy, small fiber neuropathy, impaired glucose tolerance, type 2 diabetes, corneal nerve fiber density, intraepidermal nerve fiber density, diabetic neuropathy, risk stratification
MeSH terms
Biopsy, Needle, Blood Glucose, Cornea, Diabetes Mellitus, Type 2, Diabetic Neuropathies, Erythromelalgia, Female, Glucose Tolerance Test, Humans, Male, Middle Aged, Nerve Fibers, Prediabetic State, Prospective Studies, Skin, Case-Control Studies, Glucose Intolerance, Microscopy, Confocal

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