Diabetes Metab J.  2021 Jan;45(1):27-42. 10.4093/dmj.2020.0216.

Lost in Translation? Measuring Diabetic Neuropathy in Humans and Animals

Affiliations
  • 1Division of Endocrinology and Metabolism, Department of Internal Medicine, Jeonbuk National University Medical School, Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Korea
  • 2Department of Internal Medicine, Dongguk University College of Medicine, Gyeongju, Korea
  • 3Division of Endocrinology, Department of Internal Medicine, Nazareth General Hospital, Daegu, Korea
  • 4Department of Pathology, University of California San Diego, La Jolla, CA, USA

Abstract

The worldwide diabetes epidemic is estimated to currently afflict almost 500 million persons. Long-term diabetes damages multiple organ systems with the blood vessels, eyes, kidneys and nervous systems being particularly vulnerable. These complications of diabetes reduce lifespan, impede quality of life and impose a huge social and economic burden on both the individual and society. Peripheral neuropathy is a debilitating complication that will impact over half of all persons with diabetes. There is no treatment for diabetic neuropathy and a disturbingly long history of therapeutic approaches showing promise in preclinical studies but failing to translate to the clinic. These failures have prompted re-examination of both the animal models and clinical trial design. This review focuses on the functional and structural parameters used as indices of peripheral neuropathy in preclinical and clinical studies and the extent to which they share a common pathogenesis and presentation. Nerve conduction studies in large myelinated fibers have long been the mainstay of preclinical efficacy screening programs and clinical trials, supplemented by quantitative sensory tests. However, a more refined approach is emerging that incorporates measures of small fiber density in the skin and cornea alongside these traditional assays at both preclinical and clinical phases.

Keyword

Diabetic neuropathies; Electrophysiology; Microscopy, confocal; Models, animal; Neuralgia; Peripheral nervous system

Figure

  • Fig. 1 Dermal and epidermal nerves identified using anti-protein gene product 9.5 antibody in human (A, B), rat (C), and mouse (D) skin. Tissue was prepared as either 50 μm frozen sections (A, B) or 6 μm sections cut from paraffin blocks (C, D) with visualization using birghtfield (A, B, D) or immunofluorescence (C) microscopy. (A, B) Image-Pro Plus software (Media Cybernetics Inc.) was used to generate a composite of serial images, alllowing tracking of nerves across multiple planes of section in the dermis and epidermis (A) and around a dermal sweat gland (B). White arrows indicate dermal nerves and yellow arrows indicate epidermal nerves (IENF). Yellow circles surround Langerhans cells and their processes. Images courtesy of Katie Frizzi and Lucie Guernsey.

  • Fig. 2 Images of the corneal sub-basal nerve plexus in a human (A) and a BALB/c mouse (B) taken using a corneal confocal microscope (HRT 3 with Rostock Corneal Module; Heidelberg Engineering). The relatively broad and well-defined nerves of the human allow automated image analysis of total nerve length, nerve density and branch points whereas the finer mouse nerves are not accurately detected by current imaging systems and require image enhancement and tracing by hand. Images courtesy of Katie Frizzi and Morgan Cundiff.

  • Fig. 3 Therapeutic development funnel designed to identify neuroprotective and regenerative agents for use against diabetic neuropathy. Progression of guaifenesin and M1 receptor (M1R) antagonists through the funnel is indicated by arrows.


Cited by  2 articles

Lost in Translation? Measuring Diabetic Neuropathy in Humans and Animals (Diabetes Metab J 2021;45:27-42)
Otto Jesus Hernandez Fustes
Diabetes Metab J. 2021;45(3):452-453.    doi: 10.4093/dmj.2021.0020.

Lost in Translation? Measuring Diabetic Neuropathy in Humans and Animals (Diabetes Metab J 2021;45:27-42)
Heung Yong Jin, Seong-Su Moon, Nigel A. Calcutt
Diabetes Metab J. 2021;45(3):457-458.    doi: 10.4093/dmj.2021.0034.


Reference

1. International Diabetes Federation. Diabetes Atlas 2019. 9th ed. Brussels: IDF;2019.
2. Pirart J. Diabetes mellitus and its degenerative complications: a prospective study of 4,400 patients observed between 1947 and 1973. Diabete Metab. 1977; 3:97–107.
Article
3. Velayudhan L, Poppe M, Archer N, Proitsi P, Brown RG, Lovestone S. Risk of developing dementia in people with diabetes and mild cognitive impairment. Br J Psychiatry. 2010; 196:36–40.
Article
4. Pop-Busui R, Martin C. Neuropathy in the DCCT/EDIC: what was done then and what we would do better now. Int Rev Neurobiol. 2016; 127:9–25.
5. Alam U, Sloan G, Tesfaye S. Treating pain in diabetic neuropathy: current and developmental drugs. Drugs. 2020; 80:363–84.
Article
6. Rodriguez-Gutierrez R, Montori VM. Glycemic control for patients with type 2 diabetes mellitus: our evolving faith in the face of evidence. Circ Cardiovasc Qual Outcomes. 2016; 9:504–12.
Article
7. Fernyhough P, Calcutt NA. An introduction to the history and controversies of the pathogenesis of diabetic neuropathy. Int Rev Neurobiol. 2016; 127:115–20.
Article
8. Calcutt NA, Fernyhough P. An introduction to the history and controversies of animal models of diabetic neuropathy. Int Rev Neurobiol. 2016; 127:45–52.
Article
9. Yagihashi S. Glucotoxic mechanisms and related therapeutic approaches. Int Rev Neurobiol. 2016; 127:121–49.
Article
10. Zochodne DW. Sensory neurodegeneration in diabetes: beyond glucotoxicity. Int Rev Neurobiol. 2016; 127:151–80.
11. Bril V. The perfect clinical trial. Int Rev Neurobiol. 2016; 127:27–41.
Article
12. Vinik AI, Casellini C, Nevoret ML. Alternative quantitative tools in the assessment of diabetic peripheral and autonomic neuropathy. Int Rev Neurobiol. 2016; 127:235–85.
Article
13. Pop-Busui R, Boulton AJ, Feldman EL, Bril V, Freeman R, Malik RA, et al. Diabetic neuropathy: a position statement by the American Diabetes Association. Diabetes Care. 2017; 40:136–54.
Article
14. Dyck PJ, Albers JW, Andersen H, Arezzo JC, Biessels GJ, Bril V, et al. Diabetic polyneuropathies: update on research definition, diagnostic criteria and estimation of severity. Diabetes Metab Res Rev. 2011; 27:620–8.
Article
15. Zilliox LA, Ruby SK, Singh S, Zhan M, Russell JW. Clinical neuropathy scales in neuropathy associated with impaired glucose tolerance. J Diabetes Complications. 2015; 29:372–7.
Article
16. Kalichman MW, Chalk CH, Mizisin AP. Classification of teased nerve fibers for multicenter clinical trials. J Peripher Nerv Syst. 1999; 4:233–44.
17. Lauria G, Hsieh ST, Johansson O, Kennedy WR, Leger JM, Mellgren SI, et al. 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; 17:903–12.
18. Petropoulos IN, Ponirakis G, Khan A, Almuhannadi H, Gad H, Malik RA. Diagnosing diabetic neuropathy: something old, something new. Diabetes Metab J. 2018; 42:255–69.
Article
19. Malik RA. Wherefore art thou, o treatment for diabetic neuropathy? Int Rev Neurobiol. 2016; 127:287–317.
Article
20. Kennedy WR, Wendelschafer-Crabb G, Johnson T. Quantitation of epidermal nerves in diabetic neuropathy. Neurology. 1996; 47:1042–8.
Article
21. Malik RA, Tesfaye S, Newrick PG, Walker D, Rajbhandari SM, Siddique I, et al. Sural nerve pathology in diabetic patients with minimal but progressive neuropathy. Diabetologia. 2005; 48:578–85.
Article
22. Quattrini C, Tavakoli M, Jeziorska M, Kallinikos P, Tesfaye S, Finnigan J, et al. Surrogate markers of small fiber damage in human diabetic neuropathy. Diabetes. 2007; 56:2148–54.
Article
23. Tavakoli M, Quattrini C, Abbott C, Kallinikos P, Marshall A, Finnigan J, et al. Corneal confocal microscopy: a novel noninvasive test to diagnose and stratify the severity of human diabetic neuropathy. Diabetes Care. 2010; 33:1792–7.
Article
24. Tavee J. Nerve conduction studies: basic concepts. Handb Clin Neurol. 2019; 160:217–24.
Article
25. Perkins B, Bril V. Electrophysiologic testing in diabetic neuropathy. Handb Clin Neurol. 2014; 126:235–48.
Article
26. Carrington AL, Shaw JE, Van Schie CH, Abbott CA, Vileikyte L, Boulton AJ. Can motor nerve conduction velocity predict foot problems in diabetic subjects over a 6-year outcome period? Diabetes Care. 2002; 25:2010–5.
Article
27. Gibbons CH, Freeman R, Tecilazich F, Dinh T, Lyons TE, Gnardellis C, et al. The evolving natural history of neurophysiologic function in patients with well-controlled diabetes. J Peripher Nerv Syst. 2013; 18:153–61.
Article
28. Davis TM, Yeap BB, Davis WA, Bruce DG. Lipid-lowering therapy and peripheral sensory neuropathy in type 2 diabetes: the Fremantle Diabetes Study. Diabetologia. 2008; 51:562–6.
Article
29. Malik RA, Williamson S, Abbott C, Carrington AL, Iqbal J, Schady W, et al. Effect of angiotensin-converting-enzyme (ACE) inhibitor trandolapril on human diabetic neuropathy: randomised double-blind controlled trial. Lancet. 1998; Dec. 352:1978–81.
Article
30. Polydefkis M, Arezzo J, Nash M, Bril V, Shaibani A, Gordon RJ, et al. Safety and efficacy of ranirestat in patients with mild-to-moderate diabetic sensorimotor polyneuropathy. J Peripher Nerv Syst. 2015; 20:363–71.
Article
31. Javed S, Petropoulos IN, Tavakoli M, Malik RA. Clinical and diagnostic features of small fiber damage in diabetic polyneuropathy. Handb Clin Neurol. 2014; 126:275–90.
Article
32. Lee-Kubli C, Marshall AG, Malik RA, Calcutt NA. The H-reflex as a biomarker for spinal disinhibition in painful diabetic neuropathy. Curr Diab Rep. 2018; 18:1.
Article
33. Ishikawa K, Ott K, Porter RW, Stuart D. Low frequency depression of the H wave in normal and spinal man. Exp Neurol. 1966; 15:140–56.
Article
34. Kakinohana O, Hefferan MP, Nakamura S, Kakinohana M, Galik J, Tomori Z, et al. Development of GABA-sensitive spasticity and rigidity in rats after transient spinal cord ischemia: a qualitative and quantitative electrophysiological and histopathological study. Neuroscience. 2006; 141:1569–83.
Article
35. Jolivalt CG, Lee CA, Ramos KM, Calcutt NA. Allodynia and hyperalgesia in diabetic rats are mediated by GABA and depletion of spinal potassium-chloride co-transporters. Pain. 2008; 140:48–57.
Article
36. Lee-Kubli CA, Calcutt NA. Altered rate-dependent depression of the spinal H-reflex as an indicator of spinal disinhibition in models of neuropathic pain. Pain. 2014; 155:250–60.
Article
37. Marshall AG, Lee-Kubli C, Azmi S, Zhang M, Ferdousi M, Mixcoatl-Zecuatl T, et al. Spinal disinhibition in experimental and clinical painful diabetic neuropathy. Diabetes. 2017; 66:1380–90.
Article
38. Serra J. Microneurography: towards a biomarker of spontaneous pain. Pain. 2012; 153:1989–90.
Article
39. Kleggetveit IP, Namer B, Schmidt R, Helas T, Ruckel M, Orstavik K, et al. High spontaneous activity of C-nociceptors in painful polyneuropathy. Pain. 2012; 153:2040–7.
Article
40. Ochoa JL, Campero M, Serra J, Bostock H. Hyperexcitable polymodal and insensitive nociceptors in painful human neuropathy. Muscle Nerve. 2005; 32:459–72.
Article
41. Serra J. Microneurography: an opportunity for translational drug development in neuropathic pain. Neurosci Lett. 2010; 470:155–7.
Article
42. Serra J, Duan WR, Locke C, Sola R, Liu W, Nothaft W. Effects of a T-type calcium channel blocker, ABT-639, on spontaneous activity in C-nociceptors in patients with painful diabetic neuropathy: a randomized controlled trial. Pain. 2015; 156:2175–83.
43. Dyck PJ, Dyck PJ, Larson TS, O’Brien PC, Velosa JA. Patterns of quantitative sensation testing of hypoesthesia and hyperalgesia are predictive of diabetic polyneuropathy: a study of three cohorts. Nerve growth factor study group. Diabetes Care. 2000; 23:510–7.
Article
44. Backonja MM, Attal N, Baron R, Bouhassira D, Drangholt M, Dyck PJ, et al. Value of quantitative sensory testing in neurological and pain disorders: NeuPSIG consensus. Pain. 2013; 154:1807–19.
Article
45. Bird SJ, Brown MJ, Spino C, Watling S, Foyt HL. Value of repeated measures of nerve conduction and quantitative sensory testing in a diabetic neuropathy trial. Muscle Nerve. 2006; 34:214–24.
Article
46. Gelber DA, Pfeifer MA, Broadstone VL, Munster EW, Peterson M, Arezzo JC, et al. Components of variance for vibratory and thermal threshold testing in normal and diabetic subjects. J Diabetes Complications. 1995; 9:170–6.
Article
47. Shy ME, Frohman EM, So YT, Arezzo JC, Cornblath DR, Giuliani MJ, et al. Quantitative sensory testing: report of the Therapeutics and Technology Assessment Subcommittee of the American Academy of Neurology. Neurology. 2003; 60:898–904.
Article
48. Devigili G, Tugnoli V, Penza P, Camozzi F, Lombardi R, Melli G, et al. The diagnostic criteria for small fibre neuropathy: from symptoms to neuropathology. Brain. 2008; 131(Pt 7):1912–25.
Article
49. Wahren J, Foyt H, Daniels M, Arezzo JC. Long-acting C-peptide and neuropathy in type 1 diabetes: a 12-month clinical trial. Diabetes Care. 2016; 39:596–602.
Article
50. Melzack R. The short-form McGill Pain Questionnaire. Pain. 1987; 30:191–7.
Article
51. Zelman DC, Gore M, Dukes E, Tai KS, Brandenburg N. Validation of a modified version of the Brief Pain Inventory for painful diabetic peripheral neuropathy. J Vasc Nurs. 2005; 23:97–104.
Article
52. Bouhassira D, Attal N, Fermanian J, Alchaar H, Gautron M, Masquelier E, et al. Development and validation of the Neuropathic Pain Symptom Inventory. Pain. 2004; 108:248–57.
Article
53. Feldman EL, Stevens MJ, Thomas PK, Brown MB, Canal N, Greene DA. A practical two-step quantitative clinical and electrophysiological assessment for the diagnosis and staging of diabetic neuropathy. Diabetes Care. 1994; 17:1281–9.
Article
54. Abraham A, Barnett C, Katzberg HD, Lovblom LE, Perkins BA, Bril V. Toronto Clinical Neuropathy Score is valid for a wide spectrum of polyneuropathies. Eur J Neurol. 2018; 25:484–90.
Article
55. Powell HC, Rosoff J, Myers RR. Microangiopathy in human diabetic neuropathy. Acta Neuropathol. 1985; 68:295–305.
Article
56. Kalichman MW, Powell HC, Mizisin AP. Reactive, degenerative, and proliferative Schwann cell responses in experimental galactose and human diabetic neuropathy. Acta Neuropathol. 1998; 95:47–56.
Article
57. Llewelyn JG, Gilbey SG, Thomas PK, King RH, Muddle JR, Watkins PJ. Sural nerve morphometry in diabetic autonomic and painful sensory neuropathy. A clinicopathological study. Brain. 1991; 114(Pt 2):867–92.
58. Mizisin AP, Nelson RW, Sturges BK, Vernau KM, Lecouteur RA, Williams DC, et al. Comparable myelinated nerve pathology in feline and human diabetes mellitus. Acta Neuropathol. 2007; 113:431–42.
Article
59. Sima AA, Bril V, Nathaniel V, McEwen TA, Brown MB, Lattimer SA, et al. Regeneration and repair of myelinated fibers in sural-nerve biopsy specimens from patients with diabetic neuropathy treated with sorbinil. N Engl J Med. 1988; 319:548–55.
Article
60. Sima AA, Greene DA, Brown MB, Hohman TC, Hicks D, Graepel GJ, et al. Effect of hyperglycemia and the aldose reductase inhibitor tolrestat on sural nerve biochemistry and morphometry in advanced diabetic peripheral polyneuropathy. The Tolrestat Study Group. J Diabetes Complications. 1993; 7:157–69.
61. 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; 37:1418–24.
Article
62. Lauria G, Bakkers M, Schmitz C, Lombardi R, Penza P, Devigili G, et al. Intraepidermal nerve fiber density at the distal leg: a worldwide normative reference study. J Peripher Nerv Syst. 2010; 15:202–7.
Article
63. Pittenger GL, Mehrabyan A, Simmons K, Amandarice , Dublin C, Barlow P, et al. Small fiber neuropathy is associated with the metabolic syndrome. Metab Syndr Relat Disord. 2005; 3:113–21.
Article
64. Azmi S, Jeziorska M, Ferdousi M, Petropoulos IN, Ponirakis G, Marshall A, et al. Early nerve fibre regeneration in individuals with type 1 diabetes after simultaneous pancreas and kidney transplantation. Diabetologia. 2019; 62:1478–87.
Article
65. Joint Task Force of the EFNS and the PNS. 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. J Peripher Nerv Syst. 2010; 15:79–92.
66. Doss AL, Smith PG. Nerve-Langerhans cell interactions in diabetes and aging. Histol Histopathol. 2012; 27:1589–98.
67. Collongues N, Samama B, Schmidt-Mutter C, Chamard-Witkowski L, Debouverie M, Chanson JB, et al. Quantitative and qualitative normative dataset for intraepidermal nerve fibers using skin biopsy. PLoS One. 2018; 13:e0191614.
Article
68. Cheng HT, Dauch JR, Porzio MT, Yanik BM, Hsieh W, Smith AG, et al. Increased axonal regeneration and swellings in intraepidermal nerve fibers characterize painful phenotypes of diabetic neuropathy. J Pain. 2013; 14:941–7.
Article
69. Cheung A, Podgorny P, Martinez JA, Chan C, Toth C. Epidermal axonal swellings in painful and painless diabetic peripheral neuropathy. Muscle Nerve. 2015; 51:505–13.
Article
70. Lauria G, Morbin M, Lombardi R, Borgna M, Mazzoleni G, Sghirlanzoni A, et al. Axonal swellings predict the degeneration of epidermal nerve fibers in painful neuropathies. Neurology. 2003; 61:631–6.
Article
71. Khoshnoodi M, Truelove S, Polydefkis M. Effect of diabetes type on long-term outcome of epidermal axon regeneration. Ann Clin Transl Neurol. 2019; 6:2088–96.
Article
72. Wang N, Gibbons CH. Skin biopsies in the assessment of the autonomic nervous system. Handb Clin Neurol. 2013; 117:371–8.
Article
73. Smith AG, Ramachandran P, Tripp S, Singleton JR. Epidermal nerve innervation in impaired glucose tolerance and diabetes-associated neuropathy. Neurology. 2001; 57:1701–4.
Article
74. Kluding PM, Pasnoor M, Singh R, Jernigan S, Farmer K, Rucker J, et al. The effect of exercise on neuropathic symptoms, nerve function, and cutaneous innervation in people with diabetic peripheral neuropathy. J Diabetes Complications. 2012; 26:424–9.
Article
75. Singleton JR, Marcus RL, Jackson JE, Lessard MK, Graham TE, Smith AG. Exercise increases cutaneous nerve density in diabetic patients without neuropathy. Ann Clin Transl Neurol. 2014; 1:844–9.
Article
76. Smith AG, Russell J, Feldman EL, Goldstein J, Peltier A, Smith S, et al. Lifestyle intervention for pre-diabetic neuropathy. Diabetes Care. 2006; 29:1294–9.
Article
77. Perkins BA, Lovblom LE, Bril V, Scarr D, Ostrovski I, Orszag A, et al. Corneal confocal microscopy for identification of diabetic sensorimotor polyneuropathy: a pooled multinational consortium study. Diabetologia. 2018; 61:1856–61.
Article
78. 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; 15:738–47.
Article
79. Williams BM, Borroni D, Liu R, Zhao Y, Zhang J, Lim J, et al. An artificial intelligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation study. Diabetologia. 2020; 63:419–30.
Article
80. Malik RA, Kallinikos P, Abbott CA, van Schie CH, Morgan P, Efron N, et al. Corneal confocal microscopy: a non-invasive surrogate of nerve fibre damage and repair in diabetic patients. Diabetologia. 2003; 46:683–8.
Article
81. Petropoulos IN, Alam U, Fadavi H, Marshall A, Asghar O, Dabbah MA, et al. Rapid automated diagnosis of diabetic peripheral neuropathy with in vivo corneal confocal microscopy. Invest Ophthalmol Vis Sci. 2014; 55:2071–8.
Article
82. Petropoulos IN, Manzoor T, Morgan P, Fadavi H, Asghar O, Alam U, et al. Repeatability of in vivo corneal confocal microscopy to quantify corneal nerve morphology. Cornea. 2013; 32:e83–9.
Article
83. Chen X, Graham J, Dabbah MA, Petropoulos IN, Ponirakis G, Asghar O, et al. Small nerve fiber quantification in the diagnosis of diabetic sensorimotor polyneuropathy: comparing corneal confocal microscopy with intraepidermal nerve fiber density. Diabetes Care. 2015; 38:1138–44.
Article
84. Dehghani C, Pritchard N, Edwards K, Russell AW, Malik RA, Efron N. Risk factors associated with corneal nerve alteration in type 1 diabetes in the absence of neuropathy: a longitudinal in vivo corneal confocal microscopy study. Cornea. 2016; 35:847–52.
85. Jia X, Wang X, Wang X, Pan Q, Xian T, Yu X, et al. In vivo corneal confocal microscopy detects improvement of corneal nerve parameters following glycemic control in patients with type 2 diabetes. J Diabetes Res. 2018; 2018:8516276.
Article
86. Jolivalt CG, Frizzi KE, Guernsey L, Marquez A, Ochoa J, Rodriguez M, et al. Peripheral neuropathy in mouse models of diabetes. Curr Protoc Mouse Biol. 2016; 6:223–55.
Article
87. Gardiner NJ, Freeman OJ. Can diabetic neuropathy be modeled in vitro? Int Rev Neurobiol. 2016; 127:53–87.
Article
88. Goncalves NP, Vaegter CB, Andersen H, Ostergaard L, Calcutt NA, Jensen TS. Schwann cell interactions with axons and microvessels in diabetic neuropathy. Nat Rev Neurol. 2017; 13:135–47.
Article
89. Hadimani MB, Purohit MK, Vanampally C, Van der Ploeg R, Arballo V, Morrow D, et al. Guaifenesin derivatives promote neurite outgrowth and protect diabetic mice from neuropathy. J Med Chem. 2013; 56:5071–8.
Article
90. Habash T, Saleh A, Roy Chowdhury SK, Smith DR, Fernyhough P. The proinflammatory cytokine, interleukin-17A, augments mitochondrial function and neurite outgrowth of cultured adult sensory neurons derived from normal and diabetic rats. Exp Neurol. 2015; 273:177–89.
Article
91. Takaku S, Yako H, Niimi N, Akamine T, Kawanami D, Utsunomiya K, et al. Establishment of a myelinating co-culture system with a motor neuron-like cell line NSC-34 and an adult rat Schwann cell line IFRS1. Histochem Cell Biol. 2018; 149:537–43.
Article
92. Urban MJ, Li C, Yu C, Lu Y, Krise JM, McIntosh MP, et al. Inhibiting heat-shock protein 90 reverses sensory hypoalgesia in diabetic mice. ASN Neuro. 2010; 2:e00040.
Article
93. Biessels GJ, Bril V, Calcutt NA, Cameron NE, Cotter MA, Dobrowsky R, et al. Phenotyping animal models of diabetic neuropathy: a consensus statement of the diabetic neuropathy study group of the EASD (Neurodiab). J Peripher Nerv Syst. 2014; 19:77–87.
Article
94. Beiswenger KK, Calcutt NA, Mizisin AP. Epidermal nerve fiber quantification in the assessment of diabetic neuropathy. Acta Histochem. 2008; 110:351–62.
Article
95. Chen DK, Frizzi KE, Guernsey LS, Ladt K, Mizisin AP, Calcutt NA. Repeated monitoring of corneal nerves by confocal microscopy as an index of peripheral neuropathy in type-1 diabetic rodents and the effects of topical insulin. J Peripher Nerv Syst. 2013; 18:306–15.
Article
96. Jakobsen J. Axonal dwindling in early experimental diabetes. II. A study of isolated nerve fibres. Diabetologia. 1976; 12:547–53.
Article
97. Jakobsen J. Axonal dwindling in early experimental diabetes. I. A study of cross sectioned nerves. Diabetologia. 1976; 12:539–46.
Article
98. Jakobsen J, Sidenius P, Gundersen HJ, Osterby R. Quantitative changes of cerebral neocortical structure in insulin-treated long-term streptozocin-induced diabetes in rats. Diabetes. 1987; 36:597–601.
Article
99. Sidenius P, Jakobsen J. Reduced perikaryal volume of lower motor and primary sensory neurons in early experimental diabetes. Diabetes. 1980; 29:182–6.
Article
100. Thomas PK, Fraher JP, O’Leary D, Moran MA, Cole M, King RH. Relative growth and maturation of axon size and myelin thickness in the tibial nerve of the rat. 2. Effect of streptozotocin-induced diabetes. Acta Neuropathol. 1990; 79:375–86.
101. Anderson NJ, King MR, Delbruck L, Jolivalt CG. Role of insulin signaling impairment, adiponectin and dyslipidemia in peripheral and central neuropathy in mice. Dis Model Mech. 2014; 7:625–33.
Article
102. Sima AA. Encephalopathies: the emerging diabetic complications. Acta Diabetol. 2010; 47:279–93.
Article
103. Biessels GJ, Nobili F, Teunissen CE, Simo R, Scheltens P. Understanding multifactorial brain changes in type 2 diabetes: a biomarker perspective. Lancet Neurol. 2020; 19:699–710.
Article
104. Kennedy JM, Zochodne DW. Experimental diabetic neuropathy with spontaneous recovery: is there irreparable damage? Diabetes. 2005; 54:830–7.
Article
105. Mattingly GE, Fischer VW. Peripheral neuropathy following prolonged exposure to streptozotocin-induced diabetes in rats: a teased nerve fiber study. Acta Neuropathol. 1983; 59:133–8.
Article
106. Powell HC, Myers RR. Axonopathy and microangiopathy in chronic alloxan diabetes. Acta Neuropathol. 1984; 65:128–37.
Article
107. Robertson DM, Sima AA. Diabetic neuropathy in the mutant mouse [C57BL/ks(db/db)]: a morphometric study. Diabetes. 1980; 29:60–7.
Article
108. Wada R, Koyama M, Mizukami H, Odaka H, Ikeda H, Yagihashi S. Effects of long-term treatment with alpha-glucosidase inhibitor on the peripheral nerve function and structure in Goto-Kakizaki rats: a genetic model for type 2 diabetes. Diabetes Metab Res Rev. 1999; 15:332–7.
109. Yagihashi S, Nishihira M, Baba M. Morphometrical analysis of the peripheral nerve lesions in experimental diabetes rats. Tohoku J Exp Med. 1979; 129:139–49.
Article
110. Gregory JA, Jolivalt CG, Goor J, Mizisin AP, Calcutt NA. Hypertension-induced peripheral neuropathy and the combined effects of hypertension and diabetes on nerve structure and function in rats. Acta Neuropathol. 2012; 124:561–73.
Article
111. Forrest KY, Maser RE, Pambianco G, Becker DJ, Orchard TJ. Hypertension as a risk factor for diabetic neuropathy: a prospective study. Diabetes. 1997; 46:665–70.
Article
112. Romanovsky D, Hastings SL, Stimers JR, Dobretsov M. Relevance of hyperglycemia to early mechanical hyperalgesia in streptozotocin-induced diabetes. J Peripher Nerv Syst. 2004; 9:62–9.
Article
113. Romanovsky D, Cruz NF, Dienel GA, Dobretsov M. Mechanical hyperalgesia correlates with insulin deficiency in normoglycemic streptozotocin-treated rats. Neurobiol Dis. 2006; 24:384–94.
Article
114. Romanovsky D, Dobretsov M. Pressure-induced pain: early sign of diabetes-associated impairment of insulin production in rats. Neurosci Lett. 2010; 483:110–3.
Article
115. Pabbidi RM, Cao DS, Parihar A, Pauza ME, Premkumar LS. Direct role of streptozotocin in inducing thermal hyperalgesia by enhanced expression of transient receptor potential vanilloid 1 in sensory neurons. Mol Pharmacol. 2008; 73:995–1004.
Article
116. Andersson DA, Filipovic MR, Gentry C, Eberhardt M, Vastani N, Leffler A, et al. Streptozotocin stimulates the ion channel TRPA1 directly: involvement of peroxynitrite. J Biol Chem. 2015; 290:15185–96.
117. Karunanayake EH, Hearse DJ, Mellows G. The synthesis of [14C] streptozotocin and its distribution and excretion in the rat. Biochem J. 1974; 142:673–83.
118. Davidson E, Coppey L, Lu B, Arballo V, Calcutt NA, Gerard C, et al. The roles of streptozotocin neurotoxicity and neutral endopeptidase in murine experimental diabetic neuropathy. Exp Diabetes Res. 2009; 2009:431980.
Article
119. Yorek MA. Alternatives to the streptozotocin-diabetic rodent. Int Rev Neurobiol. 2016; 127:89–112.
Article
120. Walker D, Carrington A, Cannan SA, Sawicki D, Sredy J, Boulton AJ, et al. Structural abnormalities do not explain the early functional abnormalities in the peripheral nerves of the streptozotocin diabetic rat. J Anat. 1999; 195(Pt 3):419–27.
Article
121. Tomlinson DR, Moriarty RJ, Mayer JH. Prevention and reversal of defective axonal transport and motor nerve conduction velocity in rats with experimental diabetes by treatment with the aldose reductase inhibitor sorbinil. Diabetes. 1984; 33:470–6.
Article
122. Oates PJ. Aldose reductase, still a compelling target for diabetic neuropathy. Curr Drug Targets. 2008; 9:14–36.
Article
123. Coderre TJ, Laferriere A. The emergence of animal models of chronic pain and logistical and methodological issues concerning their use. J Neural Transm (Vienna). 2020; 127:393–406.
Article
124. Le Bars D, Gozariu M, Cadden SW. Animal models of nociception. Pharmacol Rev. 2001; 53:597–652.
125. Lee-Kubli CA, Calcutt NA. Painful neuropathy: mechanisms. Handb Clin Neurol. 2014; 126:533–57.
126. Calcutt NA, Malmberg AB, Yamamoto T, Yaksh TL. Tolrestat treatment prevents modification of the formalin test model of prolonged pain in hyperglycemic rats. Pain. 1994; 58:413–20.
Article
127. Ohsawa M, Kashiwazaki T, Kamei J. Modulation of the formalin-induced nociceptive response by diabetes: possible involvement of protein kinase C. Brain Res. 1998; 803:198–203.
Article
128. Calcutt NA. Modeling diabetic sensory neuropathy in rats. Methods Mol Med. 2004; 99:55–65.
Article
129. Themistocleous AC, Ramirez JD, Shillo PR, Lees JG, Selvarajah D, Orengo C, et al. The Pain in Neuropathy Study (PiNS): a cross-sectional observational study determining the somatosensory phenotype of painful and painless diabetic neuropathy. Pain. 2016; 157:1132–45.
130. Jourdan D, Ardid D, Eschalier A. Analysis of ultrasonic vocalisation does not allow chronic pain to be evaluated in rats. Pain. 2002; 95:165–73.
Article
131. Chen X, Levine JD. Hyper-responsivity in a subset of C-fiber nociceptors in a model of painful diabetic neuropathy in the rat. Neuroscience. 2001; 102:185–92.
Article
132. Khan GM, Chen SR, Pan HL. Role of primary afferent nerves in allodynia caused by diabetic neuropathy in rats. Neuroscience. 2002; 114:291–9.
Article
133. Schuelert N, Gorodetskaya N, Just S, Doods H, Corradini L. Electrophysiological characterization of spinal neurons in different models of diabetes type 1- and type 2-induced neuropathy in rats. Neuroscience. 2015; 291:146–54.
Article
134. Chen SR, Pan HL. Hypersensitivity of spinothalamic tract neurons associated with diabetic neuropathic pain in rats. J Neurophysiol. 2002; 87:2726–33.
Article
135. Tan AM, Samad OA, Fischer TZ, Zhao P, Persson AK, Waxman SG. Maladaptive dendritic spine remodeling contributes to diabetic neuropathic pain. J Neurosci. 2012; 32:6795–807.
Article
136. Pertovaara A, Wei H, Kalmari J, Ruotsalainen M. Pain behavior and response properties of spinal dorsal horn neurons following experimental diabetic neuropathy in the rat: modulation by nitecapone, a COMT inhibitor with antioxidant properties. Exp Neurol. 2001; 167:425–34.
Article
137. Calcutt NA, Stiller C, Gustafsson H, Malmberg AB. Elevated substance-P-like immunoreactivity levels in spinal dialysates during the formalin test in normal and diabetic rats. Brain Res. 2000; 856:20–7.
Article
138. Malmberg AB, O’Connor WT, Glennon JC, Cesena R, Calcutt NA. Impaired formalin-evoked changes of spinal amino acid levels in diabetic rats. Brain Res. 2006; 1115:48–53.
Article
139. Wei H, Viisanen H, Amorim D, Koivisto A, Pertovaara A. Dissociated modulation of conditioned place-preference and mechanical hypersensitivity by a TRPA1 channel antagonist in peripheral neuropathy. Pharmacol Biochem Behav. 2013; 104:90–6.
Article
140. Wagner K, Lee KS, Yang J, Hammock BD. Epoxy fatty acids mediate analgesia in murine diabetic neuropathy. Eur J Pain. 2017; 21:456–65.
Article
141. Wagner K, Yang J, Inceoglu B, Hammock BD. Soluble epoxide hydrolase inhibition is antinociceptive in a mouse model of diabetic neuropathy. J Pain. 2014; 15:907–14.
Article
142. Agarwal N, Helmstadter J, Rojas DR, Bali KK, Gangadharan V, Kuner R. Evoked hypoalgesia is accompanied by tonic pain and immune cell infiltration in the dorsal root ganglia at late stages of diabetic neuropathy in mice. Mol Pain. 2018; 14:17448–06918817975.
Article
143. Davidson EP, Coppey LJ, Holmes A, Yorek MA. Changes in corneal innervation and sensitivity and acetylcholine-mediated vascular relaxation of the posterior ciliary artery in a type 2 diabetic rat. Invest Ophthalmol Vis Sci. 2012; 53:1182–7.
Article
144. Beiswenger KK, Calcutt NA, Mizisin AP. Dissociation of thermal hypoalgesia and epidermal denervation in streptozotocin-diabetic mice. Neurosci Lett. 2008; 442:267–72.
Article
145. Calcutt NA, Chen P, Hua XY. Effects of diabetes on tissue content and evoked release of calcitonin gene-related peptide-like immunoreactivity from rat sensory nerves. Neurosci Lett. 1998; 254:129–32.
Article
146. Tomlinson DR, Fernyhough P, Diemel LT. Neurotrophins and peripheral neuropathy. Philos Trans R Soc Lond B Biol Sci. 1996; 351:455–62.
147. Fernyhough P, Calcutt NA. New directions in diabetic neuropathy: evolution or extinction? Int Rev Neurobiol. 2016; 127:229–34.
148. Davidson EP, Coppey LJ, Shevalye H, Obrosov A, Kardon RH, Yorek MA. Impaired corneal sensation and nerve loss in a type 2 rat model of chronic diabetes is reversible with combination therapy of menhaden oil, α-lipoic acid, and enalapril. Cornea. 2017; 36:725–31.
Article
149. Calcutt NA, Smith DR, Frizzi K, Sabbir MG, Chowdhury SK, Mixcoatl-Zecuatl T, et al. Selective antagonism of muscarinic receptors is neuroprotective in peripheral neuropathy. J Clin Invest. 2017; 127:608–22.
Article
Full Text Links
  • DMJ
Actions
Cited
CITED
export Copy
Close
Share
  • Twitter
  • Facebook
Similar articles
Copyright © 2024 by Korean Association of Medical Journal Editors. All rights reserved.     E-mail: koreamed@kamje.or.kr