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Britten-Jones AC, Wu M, Roberts LJ, MacIsaac RJ, Jiao H, Craig JP, Chinnery HR, Downie LE. Tear neuropeptide Y as a non-invasive marker of peripheral microvascular complications in type 1 diabetes. Ocul Surf 2024:S1542-0124(24)00091-0. [PMID: 39153598 DOI: 10.1016/j.jtos.2024.08.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 07/30/2024] [Accepted: 08/13/2024] [Indexed: 08/19/2024]
Abstract
AIMS To investigate tear neuropeptide Y (NPY) and substance P concentrations in individuals with type 1 diabetes, comparing those with and without both diabetic retinopathy (DR) and peripheral neuropathy. METHODS This cross-sectional study involved 41 participants with type 1 diabetes and none to moderate DR, and 22 healthy controls. Assessments included clinical ocular surface parameters, quantification of corneal nerve attributes (based on in vivo confocal microscopy imaging), DR grading, and evaluation for small and large fibre neuropathy. Concentrations of NPY and substance P in tear samples were measured using enzyme-linked immunosorbent assay. RESULTS Mean (±standard deviation) tear NPY concentrations in participants with type 1 diabetes and length-dependent small fibre neuropathy (SFN) was lower than in controls (10.84±4.10 ng/mL vs 14.72±3.12 ng/mL; p=0.004), but not significantly different from type 1 diabetes participants without SFN (13.39±4.66 ng/mL; p=0.11). Tear NPY levels were lower in individuals with type 1 diabetes and mild/moderate non-proliferative DR (10.44±3.46 ng/mL) compared to none/minimal DR (13.79±4.76 ng/mL; p=0.0005) and controls. In separate linear regression models, both the presence of SFN ((β=-0.75, p=0.02) and the presence of mild/moderate DR (β=-0.84, p=0.009) were significantly associated with tear NPY levels relative to controls, after adjusting for participant age, sex, and dry eye disease. There were no inter-group differences for tear substance P concentrations. CONCLUSIONS Tear NPY has potential utility as an indicator of peripheral microvascular complications associated with type 1 diabetes.
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Affiliation(s)
| | - Mengliang Wu
- Department of Optometry and Vision Sciences, The University of Melbourne, Parkville, VIC, Australia
| | - Leslie J Roberts
- Department of Medicine, St Vincent's Hospital Melbourne, University of Melbourne, Fitzroy, VIC, Australia; Centre for Clinical Neurosciences and Neurological Research, St Vincent's Hospital Melbourne, Fitzroy, Australia
| | - Richard J MacIsaac
- Department of Medicine, St Vincent's Hospital Melbourne, University of Melbourne, Fitzroy, VIC, Australia; Department of Diabetes & Endocrinology, St Vincent's Hospital Melbourne, Fitzroy, VIC, Australia; Australian Centre for Accelerating Diabetes Innovations (ACADI), University of Melbourne, Parkville, VIC Australia
| | - Haihan Jiao
- Department of Optometry and Vision Sciences, The University of Melbourne, Parkville, VIC, Australia; Department of Anatomy and Physiology, The University of Melbourne, Parkville, VIC, Australia
| | - Jennifer P Craig
- Department of Ophthalmology, New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand
| | - Holly R Chinnery
- Department of Optometry and Vision Sciences, The University of Melbourne, Parkville, VIC, Australia
| | - Laura E Downie
- Department of Optometry and Vision Sciences, The University of Melbourne, Parkville, VIC, Australia.
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Misra SL, Slater JA, Makam R, Braatvedt GD, Beban G, Pradhan M, Mankowski JL, Oakley JD, McGhee CNJ. Remission of corneal and peripheral neuropathy after bariatric surgery in people with diabetes. Ocul Surf 2024; 34:140-145. [PMID: 39053583 DOI: 10.1016/j.jtos.2024.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 07/09/2024] [Accepted: 07/22/2024] [Indexed: 07/27/2024]
Abstract
PURPOSE Diabetic peripheral neuropathy can be detected using non-invasive in vivo confocal microscopy of the cornea (IVCM) and such abnormalities may precede the development of clinical neuropathy. The current study aimed to assess any progression or remission of corneal and peripheral neuropathy in patients with type 2 diabetes undergoing bariatric surgery. METHODS People with known type 2 diabetes for at least five years and listed for bariatric surgery were recruited. Participants were assessed before, and 12, 26, and 52 weeks following bariatric surgery. IVCM and corneal sensitivity measurements were performed. A modified total neuropathy score (mTNS) was obtained from neuropathy questionnaire, clinical assessment and biothesiometry. RESULTS Twenty-nine participants (M:F, 11:18) with mean BMI of 44.7 ± 6.4 kg/m2, and 11 ± 7.6 years duration of diabetes, were assessed. Corneal sub-basal nerve fibre length (CNFL), displayed an increase from a baseline mean of 12.20 ± 1.00 to 17.48 ± 0.92 mm/mm2 at 52 weeks (p < 0.0001). Corneal sensitivity threshold displayed a decrease over time, thus corneal sensitivity improved, falling from a mean of 1.11 ±0 .15 to 0.62 ± 0.11 (mBAR) (p < 0.0001). Clinical neuropathy scores demonstrated significant improvements from baseline, displaying a decrease in average mTNS score from 3.29 ± 0.68 to 0.76 ± 0.30 (p < 0.0001). A significant inverse relationship was shown between CNFL and sensitivity (β coefficient = -0.047, p < 0.001), and CNFL and mTNS (β coefficient = -0.178, p < 0.001). CONCLUSION Bariatric surgery led to an improvement in metabolic control of diabetes and weight loss, along with improvement in corneal nerve microstructure, corneal sensitivity, and neuropathic symptoms, suggesting a reversal of both small and large fibre neuropathy.
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Affiliation(s)
- Stuti L Misra
- Department of Ophthalmology, Faculty of Medical and Health Sciences, New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand.
| | - James A Slater
- Department of Ophthalmology, Faculty of Medical and Health Sciences, New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand
| | - Rahul Makam
- Department of Ophthalmology, Faculty of Medical and Health Sciences, New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand
| | - Geoffrey D Braatvedt
- Department of Endocrinology, Greenlane Clinical Centre, Auckland District Health Board, Te Whatu Ora, Auckland, New Zealand
| | - Grant Beban
- Department of Surgery, Auckland Hospital, Auckland District Health Board, Te Whatu Ora, Auckland, New Zealand
| | - Monika Pradhan
- Department of Ophthalmology, Faculty of Medical and Health Sciences, New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand
| | - Joseph L Mankowski
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University, Baltimore, MD, USA
| | | | - Charles N J McGhee
- Department of Ophthalmology, Faculty of Medical and Health Sciences, New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand
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Ghenciu LA, Hațegan OA, Bolintineanu SL, Dănilă AI, Faur AC, Prodan-Bărbulescu C, Stoicescu ER, Iacob R, Șișu AM. Immune-Mediated Ocular Surface Disease in Diabetes Mellitus-Clinical Perspectives and Treatment: A Narrative Review. Biomedicines 2024; 12:1303. [PMID: 38927510 PMCID: PMC11201425 DOI: 10.3390/biomedicines12061303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 06/06/2024] [Accepted: 06/10/2024] [Indexed: 06/28/2024] Open
Abstract
Diabetes mellitus (DM) is a chronic metabolic disorder marked by hyperglycemia due to defects in insulin secretion, action, or both, with a global prevalence that has tripled in recent decades. This condition poses significant public health challenges, affecting individuals, healthcare systems, and economies worldwide. Among its numerous complications, ocular surface disease (OSD) is a significant concern, yet understanding its pathophysiology, diagnosis, and management remains challenging. This review aims to explore the epidemiology, pathophysiology, clinical manifestations, diagnostic approaches, and management strategies of diabetes-related OSD. The ocular surface, including the cornea, conjunctiva, and associated structures, is vital for maintaining eye health, with the lacrimal functional unit (LFU) playing a crucial role in tear film regulation. In DM, changes in glycosaminoglycan metabolism, collagen synthesis, oxygen consumption, and LFU dysfunction contribute to ocular complications. Persistent hyperglycemia leads to the expression of cytokines, chemokines, and cell adhesion molecules, resulting in neuropathy, tear film abnormalities, and epithelial lesions. Recent advances in molecular research and therapeutic modalities, such as gene and stem cell therapies, show promise for managing diabetic ocular complications. Future research should focus on pathogenetically oriented therapies for diabetic neuropathy and keratopathy, transitioning from animal models to clinical trials to improve patient outcomes.
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Affiliation(s)
- Laura Andreea Ghenciu
- Department of Functional Sciences, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square No. 2, 300041 Timisoara, Romania;
| | - Ovidiu Alin Hațegan
- Discipline of Anatomy and Embriology, Medicine Faculty, ‘Vasile Goldis’ Western University of Arad, Revolution Boulevard 94, 310025 Arad, Romania
| | - Sorin Lucian Bolintineanu
- Department of Anatomy and Embriology, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square No. 2, 300041 Timisoara, Romania; (S.L.B.); (A.-I.D.); (A.C.F.); (C.P.-B.); (R.I.); (A.M.Ș.)
| | - Alexandra-Ioana Dănilă
- Department of Anatomy and Embriology, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square No. 2, 300041 Timisoara, Romania; (S.L.B.); (A.-I.D.); (A.C.F.); (C.P.-B.); (R.I.); (A.M.Ș.)
| | - Alexandra Corina Faur
- Department of Anatomy and Embriology, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square No. 2, 300041 Timisoara, Romania; (S.L.B.); (A.-I.D.); (A.C.F.); (C.P.-B.); (R.I.); (A.M.Ș.)
| | - Cătălin Prodan-Bărbulescu
- Department of Anatomy and Embriology, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square No. 2, 300041 Timisoara, Romania; (S.L.B.); (A.-I.D.); (A.C.F.); (C.P.-B.); (R.I.); (A.M.Ș.)
- Doctoral School, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square No. 2, 300041 Timisoara, Romania
- IInd Surgery Clinic, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square No. 2, 300041 Timisoara, Romania
| | - Emil Robert Stoicescu
- Field of Applied Engineering Sciences, Specialization Statistical Methods and Techniques in Health and Clinical Research, Faculty of Mechanics, ‘Politehnica’ University Timisoara, Mihai Viteazul Boulevard No. 1, 300222 Timisoara, Romania;
- Department of Radiology and Medical Imaging, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square No. 2, 300041 Timisoara, Romania
- Research Center for Pharmaco-Toxicological Evaluations, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square No. 2, 300041 Timisoara, Romania
| | - Roxana Iacob
- Department of Anatomy and Embriology, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square No. 2, 300041 Timisoara, Romania; (S.L.B.); (A.-I.D.); (A.C.F.); (C.P.-B.); (R.I.); (A.M.Ș.)
- Doctoral School, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square No. 2, 300041 Timisoara, Romania
- Field of Applied Engineering Sciences, Specialization Statistical Methods and Techniques in Health and Clinical Research, Faculty of Mechanics, ‘Politehnica’ University Timisoara, Mihai Viteazul Boulevard No. 1, 300222 Timisoara, Romania;
| | - Alina Maria Șișu
- Department of Anatomy and Embriology, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square No. 2, 300041 Timisoara, Romania; (S.L.B.); (A.-I.D.); (A.C.F.); (C.P.-B.); (R.I.); (A.M.Ș.)
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Lin L, Peng L, He H, Cheng P, Wu J, Wong KKY, Tang X. YoloCurvSeg: You only label one noisy skeleton for vessel-style curvilinear structure segmentation. Med Image Anal 2023; 90:102937. [PMID: 37672901 DOI: 10.1016/j.media.2023.102937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Revised: 06/30/2023] [Accepted: 08/16/2023] [Indexed: 09/08/2023]
Abstract
Weakly-supervised learning (WSL) has been proposed to alleviate the conflict between data annotation cost and model performance through employing sparsely-grained (i.e., point-, box-, scribble-wise) supervision and has shown promising performance, particularly in the image segmentation field. However, it is still a very challenging task due to the limited supervision, especially when only a small number of labeled samples are available. Additionally, almost all existing WSL segmentation methods are designed for star-convex structures which are very different from curvilinear structures such as vessels and nerves. In this paper, we propose a novel sparsely annotated segmentation framework for curvilinear structures, named YoloCurvSeg. A very essential component of YoloCurvSeg is image synthesis. Specifically, a background generator delivers image backgrounds that closely match the real distributions through inpainting dilated skeletons. The extracted backgrounds are then combined with randomly emulated curves generated by a Space Colonization Algorithm-based foreground generator and through a multilayer patch-wise contrastive learning synthesizer. In this way, a synthetic dataset with both images and curve segmentation labels is obtained, at the cost of only one or a few noisy skeleton annotations. Finally, a segmenter is trained with the generated dataset and possibly an unlabeled dataset. The proposed YoloCurvSeg is evaluated on four publicly available datasets (OCTA500, CORN, DRIVE and CHASEDB1) and the results show that YoloCurvSeg outperforms state-of-the-art WSL segmentation methods by large margins. With only one noisy skeleton annotation (respectively 0.14%, 0.03%, 1.40%, and 0.65% of the full annotation), YoloCurvSeg achieves more than 97% of the fully-supervised performance on each dataset. Code and datasets will be released at https://github.com/llmir/YoloCurvSeg.
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Affiliation(s)
- Li Lin
- Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China; Department of Electrical and Electronic Engineering, the University of Hong Kong, Hong Kong, China; Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China
| | - Linkai Peng
- Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China
| | - Huaqing He
- Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China; Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China
| | - Pujin Cheng
- Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China; Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China
| | - Jiewei Wu
- Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China
| | - Kenneth K Y Wong
- Department of Electrical and Electronic Engineering, the University of Hong Kong, Hong Kong, China
| | - Xiaoying Tang
- Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China; Jiaxing Research Institute, Southern University of Science and Technology, Jiaxing, China.
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Banerjee M, Mukhopadhyay P, Ghosh S, Basu M, Pandit A, Malik R, Ghosh S. Corneal Confocal Microscopy Abnormalities in Children and Adolescents With Type 1 Diabetes. Endocr Pract 2023; 29:692-698. [PMID: 37343765 DOI: 10.1016/j.eprac.2023.06.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 06/09/2023] [Accepted: 06/13/2023] [Indexed: 06/23/2023]
Abstract
OBJECTIVE Utility of corneal confocal microscopy (CCM) in children and adolescents with type 1 diabetes mellitus (T1DM) without neuropathic symptoms or signs and minimal abnormality in large and small nerve fiber function tests remains largely undetermined. This study aimed to evaluate the performance of CCM in comparison to thermal detection thresholds (TDT) testing and nerve conduction studies (NCS) for detecting neuropathy in children with T1DM. METHODS A cohort of children and adolescents with T1DM (n = 51) and healthy controls (n = 50) underwent evaluation for symptoms and signs of neurological deficits, including warm detection threshold, cold detection threshold, vibration perception threshold, NCS, and CCM. RESULTS Children with T1DM had no or very minimal neuropathic symptoms and deficits based on the Toronto Clinical Neuropathy Score, yet NCS abnormalities were present in 18 (35%), small fiber dysfunction defined by an abnormal TDT was found in 13 (25.5%) and CCM abnormalities were present in 25 (49%). CCM was abnormal in a majority of T1DM children with abnormal TDT (12/13, 92%) and abnormal NCS (16/18, 88%). CCM additionally was able to detect small fiber abnormalities in 13/38 (34%) in T1DM with a normal TDT and in 9/33 (27%) with normal NCS. CONCLUSION CCM was able to detect corneal nerve loss in children with and without abnormalities in TDT and NCS.
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Affiliation(s)
- Mainak Banerjee
- Department of Endocrinology, Senior Resident, Institute of Post Graduate Medical Education & Research, Kolkata, India
| | - Pradip Mukhopadhyay
- Department of Endocrinology, Institute of Post Graduate Medical Education & Research, Kolkata, India
| | - Shatabdi Ghosh
- Department of Endocrinology, Institute of Post Graduate Medical Education & Research, Kolkata, India
| | - Madhurima Basu
- Department of Endocrinology, Institute of Post Graduate Medical Education & Research, Kolkata, India
| | - Alak Pandit
- Department of Neurology, Bangur Institute of Neurology, Kolkata, India
| | - Rayaz Malik
- Weill Cornell Medicine-Qatar, Qatar Foundation, Doha, Qatar; Division of Cardiovascular Sciences, Cardiac Centre, Faculty of Biology, Medicine and Health, University of Manchester, United Kingdom
| | - Sujoy Ghosh
- Department of Endocrinology, Institute of Post Graduate Medical Education & Research, Kolkata, India.
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6
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Guldiken YC, Petropoulos IN, Malik A, Malik RA, Yüksel R, Budak F, Selekler HM. Corneal confocal microscopy identifies corneal nerve fiber loss in patients with migraine. Cephalalgia 2023; 43:3331024231170810. [PMID: 37177828 DOI: 10.1177/03331024231170810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
BACKGROUND/HYPOTHESIS Migraine affects >1 billion people but its pathophysiology remains poorly understood. Alterations in the trigeminovascular system play an important role. We have compared corneal nerve morphology in patients with migraine to healthy controls. METHODS Sixty patients with episodic (n = 32) or chronic (n = 28) migraine and 20 age-matched healthy control subjects were studied cross-sectionally. Their migraine characteristics and signs and symptoms of dry eyes were assessed. Manual and automated quantification of corneal nerves was undertaken by corneal confocal microscopy. RESULTS In patients with migraine compared to controls, manual corneal nerve fiber density (P < 0.001), branch density (P = 0.015) and length (P < 0.001); and automated corneal nerve fiber density (P < 0.001), branch density (P < 0.001), length (P < 0.001), total branch density (P < 0.001), nerve fiber area (P < 0.001), nerve fiber width (P = 0.045) and fractal dimension (P < 0.001) were lower. Automated corneal nerve fiber density was higher in patients with episodic migraine and aura (P = 0.010); and fractal dimension (P = 0.029) was lower in patients with more headache days in the last three months. Automated corneal nerve fiber density predicted a significant amount of the observed variance in pain intensity (adjusted r2 = 0.14, partial r = -0.37, P = 0.004) in patients with migraine. CONCLUSIONS Corneal confocal microscopy reveals corneal nerve loss in patients with migraine. It may serve as an objective imaging biomarker of neurodegeneration in migraine.
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Affiliation(s)
- Yigit Can Guldiken
- Department of Neurology, Kocaeli University Research and Application Hospital, İzmit/Kocaeli, Turkey
| | | | - Ayesha Malik
- Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar
| | - Rayaz A Malik
- Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar
| | - Refref Yüksel
- Department of Ophthalmology, Kocaeli University Research and Application Hospital, İzmit/Kocaeli, Turkey
| | - Faik Budak
- Department of Neurology, Kocaeli University Research and Application Hospital, İzmit/Kocaeli, Turkey
| | - Hamit Macit Selekler
- Department of Neurology, Kocaeli University Research and Application Hospital, İzmit/Kocaeli, Turkey
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So WZ, Qi Wong NS, Tan HC, Yu Lin MT, Yu Lee IX, Mehta JS, Liu YC. Diabetic corneal neuropathy as a surrogate marker for diabetic peripheral neuropathy. Neural Regen Res 2022; 17:2172-2178. [PMID: 35259825 PMCID: PMC9083173 DOI: 10.4103/1673-5374.327364] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Diabetic neuropathy is a prevalent microvascular complication of diabetes mellitus, affecting nerves in all parts of the body including corneal nerves and peripheral nervous system, leading to diabetic corneal neuropathy and diabetic peripheral neuropathy, respectively. Diabetic peripheral neuropathy is diagnosed in clinical practice using electrophysiological nerve conduction studies, clinical scoring, and skin biopsies. However, these diagnostic methods have limited sensitivity in detecting small-fiber disease, hence they do not accurately reflect the status of diabetic neuropathy. More recently, analysis of alterations in the corneal nerves has emerged as a promising surrogate marker for diabetic peripheral neuropathy. In this review, we will discuss the relationship between diabetic corneal neuropathy and diabetic peripheral neuropathy, elaborating on the foundational aspects of each: pathogenesis, clinical presentation, evaluation, and management. We will further discuss the relevance of diabetic corneal neuropathy in detecting the presence of diabetic peripheral neuropathy, particularly early diabetic peripheral neuropathy; the correlation between the severity of diabetic corneal neuropathy and that of diabetic peripheral neuropathy; and the role of diabetic corneal neuropathy in the stratification of complications of diabetic peripheral neuropathy.
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Affiliation(s)
- Wei Zheng So
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore; Singapore Eye Research Institute, Singapore, Singapore
| | - Natalie Shi Qi Wong
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore; Singapore Eye Research Institute, Singapore, Singapore
| | - Hong Chang Tan
- Department of Endocrinology, Singapore General Hospital, Singapore, Singapore
| | | | | | - Jodhbir S Mehta
- Singapore Eye Research Institute; Department of Cornea and External Eye Disease, Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore
| | - Yu-Chi Liu
- Singapore Eye Research Institute; Department of Cornea and External Eye Disease, Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore
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8
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Britten-Jones AC, Craig JP, Anderson AJ, Downie LE. Association between systemic omega-3 polyunsaturated fatty acid levels, and corneal nerve structure and function. Eye (Lond) 2022:10.1038/s41433-022-02259-0. [PMID: 36163491 DOI: 10.1038/s41433-022-02259-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 08/23/2022] [Accepted: 09/09/2022] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Omega-3 polyunsaturated fatty acids (PUFAs), eicosapentaenoic acid (EPA) and docosahexaenoic acid (DHA), have anti-inflammatory and neuroprotective properties. This study sought to determine the relationship between corneal parameters and systemic omega-3 fatty acid levels. METHODS Forty-seven participants with no/mild peripheral neuropathy (26 with diabetes and 21 without) underwent comprehensive ocular surface and systemic PUFA assessments. Corneal anatomical parameters were assessed using in vivo confocal microscopy. Corneal sensitivity was measured using non-contact esthesiometry. Relationships between systemic PUFA levels and corneal parameters were evaluated with multiple linear regression, adjusted for age, sex, neuropathy symptom score, and presence of diabetes and dry eye disease. The relationship between corneal nerve fibre length (CNFL) and corneal sensitivity threshold was evaluated. RESULTS The median Omega-3 Index, a measure of erythrocyte EPA and DHA, was 5.21% (interquartile range: 4.44-5.94%) in the study population. Mean ( ± SD) CNFL was 13.53 ± 3.37 mm/mm2. Multiple linear regression showed that Omega-3 Index (β = 0.33; p = 0.02), age (β = -0.46; p = 0.001) and diabetes (β = -0.30; p = 0.03) were independently associated with CNFL (R2 = 0.39, p = 0.002). In a separate model, DHA (β = 0.32; p = 0.027) and age (β = -0.41; p = 0.003) were associated with CNFL (R2 = 0.37, p = 0.003). Neither systemic EPA nor omega-6 fatty acid levels correlated with CNFL. There was no association between PUFA levels and corneal sensitivity or corneal immune cell density. A negative correlation was found between CNFL and corneal sensation thresholds to a cooled stimulus in diabetes participants, in the central (ρ = -0.50; p = 0.009) and peripheral (ρ = -0.50; p = 0.01) cornea. CONCLUSIONS A positive relationship between the systemic Omega-3 Index and corneal nerve parameters suggests omega-3 PUFA intake may influence corneal nerve architecture.
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Affiliation(s)
| | - Jennifer P Craig
- Department of Ophthalmology, New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand
| | - Andrew J Anderson
- Department of Optometry and Vision Sciences, The University of Melbourne, Parkville, Australia
| | - Laura E Downie
- Department of Optometry and Vision Sciences, The University of Melbourne, Parkville, Australia.
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Cosmo E, Midena G, Frizziero L, Bruno M, Cecere M, Midena E. Corneal Confocal Microscopy as a Quantitative Imaging Biomarker of Diabetic Peripheral Neuropathy: A Review. J Clin Med 2022; 11:jcm11175130. [PMID: 36079060 PMCID: PMC9457345 DOI: 10.3390/jcm11175130] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 08/26/2022] [Accepted: 08/29/2022] [Indexed: 11/16/2022] Open
Abstract
Distal symmetric polyneuropathy (DPN), particularly chronic sensorimotor DPN, represents one of the most frequent complications of diabetes, affecting 50% of diabetic patients and causing an enormous financial burden. Whilst diagnostic methods exist to detect and monitor this condition, they have significant limitations, mainly due to their high subjectivity, invasiveness, and non-repeatability. Corneal confocal microscopy (CCM) is an in vivo, non-invasive, and reproducible diagnostic technique for the study of all corneal layers including the sub-basal nerve plexus, which represents part of the peripheral nervous system. We reviewed the current literature on the use of CCM as an instrument in the assessment of diabetic patients, particularly focusing on its role in the study of sub-basal nerve plexus alterations as a marker of DPN. CCM has been demonstrated to be a valid in vivo tool to detect early sub-basal nerve plexus damage in adult and pediatric diabetic patients, correlating with the severity of DPN. Despite its great potential, CCM has still limited application in daily clinical practice, and more efforts still need to be made to allow the dissemination of this technique among doctors taking care of diabetic patients.
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Affiliation(s)
| | | | - Luisa Frizziero
- Department of Neuroscience-Ophthalmology, University of Padova, 35128 Padova, Italy
| | | | | | - Edoardo Midena
- IRCCS—Fondazione Bietti, 00198 Rome, Italy
- Department of Neuroscience-Ophthalmology, University of Padova, 35128 Padova, Italy
- Correspondence: ; Tel.: +39-049-821-2110
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10
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Rozema JJ, Khan A, Atchison DA. Modelling ocular ageing in adults with well-controlled type I diabetes. ADVANCES IN OPHTHALMOLOGY PRACTICE AND RESEARCH 2022; 2:100048. [PMID: 37846385 PMCID: PMC10577873 DOI: 10.1016/j.aopr.2022.100048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 03/03/2022] [Accepted: 03/22/2022] [Indexed: 10/18/2023]
Abstract
Purpose To develop a paraxial eye model based on a previously collected cohort of adults with well-controlled type 1 diabetes mellitus (DM1) and a limited range of refractive errors. Methods The study used the previously published biometric data of 72 participants (Age: 41.5 ± 12.4 years) with DM1. Measurements included objective refraction, anterior and posterior corneal radii of curvatures, and internal distances. Moreover, phakometry was used to determine the lens radii of curvature and lens equivalent indices, from which the lens powers were calculated. A multivariate linear regression was performed for each biometric parameter with respect to current age (Age), the time since the onset of diabetes (Tdb), and current levels of glycated hemoglobin (HbA1c). The vitreous chamber depth was determined from other distances, and lens equivalent index was chosen to balance the models. These were compared with an existing model for non-diabetic eyes. Results Some dependent parameters were not affected by the independent variables (spherical equivalent, anterior corneal radius of curvature, central corneal thickness), some were affected by time since onset (the lens radii of curvatures, anterior chamber depth) and others were affected by both age and time since onset (posterior corneal radius of curvature, lens thickness, axial length). None of the dependent parameters were affected by current levels of HbA1c. Conclusions The proposed model accurately describes the age-related changes in the eyes of people with DM1. In this description the age of diabetes onset plays an important role, especially if the diabetes onset occurred during childhood.
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Affiliation(s)
- Jos J. Rozema
- Visual Optics Lab Antwerp (VOLANTIS), Faculty of Medicine and Health Sciences, Antwerp University, Wilrijk, Belgium
- Department of Ophthalmology, Antwerp University Hospital, Edegem, Belgium
| | - Adnan Khan
- Research Division, Weill Cornell Medicine – Qatar, Doha, Qatar
- Faculty of Health Sciences, Khyber Medical University, Peshawar, Pakistan
| | - David A. Atchison
- Centre for Vision and Eye Research, Queensland University of Technology, Kelvin Grove, Australia
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11
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Gu Y, Liu X, Yu X, Qin Q, Yu N, Ke W, Wang K, Chen M. Corneal in vivo Confocal Microscopy for Assessment of Non-Neurological Autoimmune Diseases: A Meta-Analysis. Front Med (Lausanne) 2022; 9:809164. [PMID: 35372389 PMCID: PMC8965464 DOI: 10.3389/fmed.2022.809164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 02/07/2022] [Indexed: 11/24/2022] Open
Abstract
Purpose This study aimed to evaluate the features of corneal nerve with in vivo confocal microscopy (IVCM) among patients with non-neurological autoimmune (NNAI) diseases. Methods We systematically searched PubMed, Web of Science, and Cochrane Central Register of Controlled Trials for studies published until May 2021. The weighted mean differences (WMDs) of corneal nerve fiber length (CNFL), corneal nerve fiber density (CNFD), corneal nerve branch density (CNBD), tortuosity, reflectivity, and beadings per 100 μm with a 95% CI between NNAI and control group were analyzed using a random-effects model. Results The results showed 37 studies involving collective totals of 1,423 patients and 1,059 healthy controls were ultimately included in this meta-analysis. The pooled results manifested significantly decreased CNFL (WMD: −3.94, 95% CI: −4.77–−3.12), CNFD (WMD: −6.62, 95% CI: −8.4–−4.85), and CNBD (WMD: −9.89, 95% CI: −14–−5.79) in NNAI patients. In addition, the NNAI group showed more tortuous corneal nerve (WMD: 1.19, 95% CI:0.57–1.81). The comparison between NNAI patients and healthy controls in beadings per 100 μm corneal nerve length was inconsistent. No significant difference was found in the corneal nerve fiber reflectivity between NNAI and the control group (WMD: −0.21, 95% CI: −0.65–0.24, P = 0.361). Conclusions The parameters and morphology of corneal nerves observed by IVCM proved to be different in NNAI patients from healthy controls, suggesting that IVCM may be a non-invasive technique for identification and surveillance of NNAI diseases.
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Affiliation(s)
- Yuxiang Gu
- Eye Center of the Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Zhejiang Provincial Key Lab of Ophthalmology, Hangzhou, China
| | - Xin Liu
- Eye Center of the Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Zhejiang Provincial Key Lab of Ophthalmology, Hangzhou, China
| | - Xiaoning Yu
- Eye Center of the Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Zhejiang Provincial Key Lab of Ophthalmology, Hangzhou, China
| | - Qiyu Qin
- Eye Center of the Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Zhejiang Provincial Key Lab of Ophthalmology, Hangzhou, China
| | - Naiji Yu
- Eye Center of the Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Zhejiang Provincial Key Lab of Ophthalmology, Hangzhou, China
| | - Weishaer Ke
- Eye Center of the Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Zhejiang Provincial Key Lab of Ophthalmology, Hangzhou, China
| | - Kaijun Wang
- Eye Center of the Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Zhejiang Provincial Key Lab of Ophthalmology, Hangzhou, China
| | - Min Chen
- Eye Center of the Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China.,Zhejiang Provincial Key Lab of Ophthalmology, Hangzhou, China
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12
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Midena E, Cosmo E, Cattelan AM, Briani C, Leoni D, Capizzi A, Tabacchi V, Parrozzani R, Midena G, Frizziero L. Small Fibre Peripheral Alterations Following COVID-19 Detected by Corneal Confocal Microscopy. J Pers Med 2022; 12:jpm12040563. [PMID: 35455679 PMCID: PMC9030195 DOI: 10.3390/jpm12040563] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Revised: 03/30/2022] [Accepted: 03/31/2022] [Indexed: 12/07/2022] Open
Abstract
A large spectrum of neurological manifestations has been associated with coronavirus disease 2019 (COVID-19), and recently, the involvement of small fibers has been suggested. This study aims to investigate the involvement of small peripheral nervous fibers in recovered COVID-19 patients using in-vivo corneal confocal microscopy (CCM). Patients recovered from COVID-19 and a control group of healthy subjects underwent in-vivo CCM. Corneal nerve fiber density (CNFD), corneal nerve branch density (CNBD), corneal nerve fiber length (CNFL), corneal nerve fiber total branch density (CTBD), corneal nerve fiber area (CNFA), corneal nerve fiber width (CNFW), fiber tortuosity (FT), number of beadings (NBe), and dendritic cells (DC) density were quantified. We enrolled 302 eyes of 151 patients. CNBD and FT were significantly higher (p = 0.0131, p < 0.0001), whereas CNFW and NBe were significantly lower (p = 0.0056, p = 0.0045) in the COVID-19 group compared to controls. Only CNBD and FT resulted significantly correlated to antiviral drugs (increased) and corticosteroids (decreased). No significant relationship with disease severity parameters was found. COVID-19 may induce peripheral neuropathy in small fibers even months after recovery, regardless of systemic conditions and therapy, and CCM may be a useful tool to identify and monitor these morphological changes.
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Affiliation(s)
- Edoardo Midena
- Ophthalmology Unit, Department of Neuroscience, University of Padova, 35128 Padova, Italy; (V.T.); (R.P.); (L.F.)
- IRCCS—Fondazione Bietti, 00198 Rome, Italy; (E.C.); (G.M.)
- Correspondence: ; Tel.: +39-049-821-2110
| | - Eleonora Cosmo
- IRCCS—Fondazione Bietti, 00198 Rome, Italy; (E.C.); (G.M.)
| | - Anna Maria Cattelan
- Unit of Infectious Disease, Department of Internal Medicine, University of Padova, 35128 Padova, Italy; (A.M.C.); (D.L.)
| | - Chiara Briani
- Neurology Unit, Department of Neuroscience, University of Padova, 35128 Padova, Italy;
| | - Davide Leoni
- Unit of Infectious Disease, Department of Internal Medicine, University of Padova, 35128 Padova, Italy; (A.M.C.); (D.L.)
| | - Alfio Capizzi
- Department of Directional Hospital Management, University of Padova, 35128 Padova, Italy;
| | - Vanessa Tabacchi
- Ophthalmology Unit, Department of Neuroscience, University of Padova, 35128 Padova, Italy; (V.T.); (R.P.); (L.F.)
| | - Raffaele Parrozzani
- Ophthalmology Unit, Department of Neuroscience, University of Padova, 35128 Padova, Italy; (V.T.); (R.P.); (L.F.)
| | - Giulia Midena
- IRCCS—Fondazione Bietti, 00198 Rome, Italy; (E.C.); (G.M.)
| | - Luisa Frizziero
- Ophthalmology Unit, Department of Neuroscience, University of Padova, 35128 Padova, Italy; (V.T.); (R.P.); (L.F.)
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13
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Newlin Lew K, Arnold T, Cantelmo C, Jacque F, Posada-Quintero H, Luthra P, Chon KH. Diabetes Distal Peripheral Neuropathy: Subtypes and Diagnostic and Screening Technologies. J Diabetes Sci Technol 2022; 16:295-320. [PMID: 34994241 PMCID: PMC8861801 DOI: 10.1177/19322968211035375] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Diabetes distal symmetrical peripheral neuropathy (DSPN) is the most prevalent form of neuropathy in industrialized countries, substantially increasing risk for morbidity and pre-mature mortality. DSPN may manifest with small-fiber disease, large-fiber disease, or a combination of both. This review summarizes: (1) DSPN subtypes (small- and large-fiber disease) with attention to clinical signs and patient symptoms; and (2) technological diagnosis and screening for large- and small-fiber disease with inclusion of a comprehensive literature review of published studies from 2015-present (N = 66). Review findings, informed by the most up-to-date research, advance critical understanding of DSPN large- and small-fiber screening technologies, including those designed for point-of-care use in primary care and endocrinology practices.
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Affiliation(s)
- Kelley Newlin Lew
- School of Nursing, University of
Connecticut (UConn), Storrs, CT, USA
- Kelley Newlin Lew, School of Nursing,
University of Connecticut (UConn), 231 Glenbrook Road, Storrs, CT 06269, USA.
| | - Tracey Arnold
- School of Nursing, University of
Connecticut (UConn), Storrs, CT, USA
| | | | - Francky Jacque
- Hispanic Alliance of Southeastern
Connecticut, New London, CT, USA
| | - Hugo Posada-Quintero
- Biomedical Engineering Department,
University of Connecticut (UConn), Storrs, CT, USA
| | - Pooja Luthra
- Division of Endocrinology and
Metabolism, UConn Health, Farmington, CT, USA
| | - Ki H. Chon
- Biomedical Engineering Department,
University of Connecticut (UConn), Storrs, CT, USA
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14
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Misra SL, Slater JA, McGhee CNJ, Pradhan M, Braatvedt GD. Corneal Confocal Microscopy in Type 1 Diabetes Mellitus: A Six-Year Longitudinal Study. Transl Vis Sci Technol 2022; 11:17. [PMID: 35024785 PMCID: PMC8762696 DOI: 10.1167/tvst.11.1.17] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Purpose The current study describes corneal nerve morphology using in vivo confocal microscopy (IVCM) in patients with type 1 diabetes (T1D) who were followed up for 6 years, and it examines the relationship between corneal parameters and metabolic control of glucose and peripheral neuropathy. Methods Sixty-two participants (37 with T1D and 25 control participants) were assessed in 2011 and 2017. Participants with bilateral cataract surgery or controls who developed diabetes were excluded. All underwent HbA1c, IVCM, and central corneal sensitivity measurements at both time points in the eye previously examined. A modified total neuropathy score was obtained. Results Participants were age and sex matched. The mean duration of diabetes was 32.1 ± 12.0 years at the follow-up visit. The sub-basal nerve density in participants with T1D was lower than that of the controls and did not change (mean ± SD, 11.07 ± 4.0 to 11.41 ± 4.1 mm/mm2; P = 0.71), but it showed a marginal change in controls (19.5 ± 3.7 to 21.63 ± 4.03 mm/mm2; P = 0.06). The corneal sensitivity in T1D did not change (1.3 ± 1.5 to 1.4 ± 1.0 mbar; P = 0.8), and it declined in the controls (0.2 ± 0.3 to 0.6 ± 0.3 mbar; P < 0.001). There were no significant changes in HbA1c (60.5 ± 12.5 to 61.6 ± 13.7 mmol/mol) or in modified total neuropathy scores (2.4 ± 3.2 to 3.4 ± 3.8; P = 0.2). Conclusions The corneal nerve damage and poorer corneal sensitivity reported in the patients with T1D did not change and displayed improvement with good glycemic control. Translational Relevance The corneal nerve changes may be of more value in those with a shorter duration of diabetes for the timely prediction of at-risk individuals likely to develop peripheral neuropathy, particularly in type 1 diabetes.
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Affiliation(s)
- Stuti L Misra
- Department of Ophthalmology, New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand
| | - James A Slater
- Department of Ophthalmology, New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand
| | - Charles N J McGhee
- Department of Ophthalmology, New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand
| | - Monika Pradhan
- Department of Ophthalmology, New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand
| | - Geoffrey D Braatvedt
- Department of Endocrinology, Greenlane Clinical Centre, Auckland District Health Board, Auckland, New Zealand
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15
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Zhou Q, Yang L, Wang Q, Li Y, Wei C, Xie L. Mechanistic investigations of diabetic ocular surface diseases. Front Endocrinol (Lausanne) 2022; 13:1079541. [PMID: 36589805 PMCID: PMC9800783 DOI: 10.3389/fendo.2022.1079541] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 12/02/2022] [Indexed: 12/23/2022] Open
Abstract
With the global prevalence of diabetes mellitus over recent decades, more patients suffered from various diabetic complications, including diabetic ocular surface diseases that may seriously affect the quality of life and even vision sight. The major diabetic ocular surface diseases include diabetic keratopathy and dry eye. Diabetic keratopathy is characterized with the delayed corneal epithelial wound healing, reduced corneal nerve density, decreased corneal sensation and feeling of burning or dryness. Diabetic dry eye is manifested as the reduction of tear secretion accompanied with the ocular discomfort. The early clinical symptoms include dry eye and corneal nerve degeneration, suggesting the early diagnosis should be focused on the examination of confocal microscopy and dry eye symptoms. The pathogenesis of diabetic keratopathy involves the accumulation of advanced glycation end-products, impaired neurotrophic innervations and limbal stem cell function, and dysregulated growth factor signaling, and inflammation alterations. Diabetic dry eye may be associated with the abnormal mitochondrial metabolism of lacrimal gland caused by the overactivation of sympathetic nervous system. Considering the important roles of the dense innervations in the homeostatic maintenance of cornea and lacrimal gland, further studies on the neuroepithelial and neuroimmune interactions will reveal the predominant pathogenic mechanisms and develop the targeting intervention strategies of diabetic ocular surface complications.
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Affiliation(s)
- Qingjun Zhou
- State Key Laboratory Cultivation Base, Eye Institute of Shandong First Medical University, Qingdao, China
- Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao, China
| | - Lingling Yang
- State Key Laboratory Cultivation Base, Eye Institute of Shandong First Medical University, Qingdao, China
- Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao, China
| | - Qun Wang
- State Key Laboratory Cultivation Base, Eye Institute of Shandong First Medical University, Qingdao, China
- Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao, China
| | - Ya Li
- State Key Laboratory Cultivation Base, Eye Institute of Shandong First Medical University, Qingdao, China
- Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao, China
| | - Chao Wei
- State Key Laboratory Cultivation Base, Eye Institute of Shandong First Medical University, Qingdao, China
- Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao, China
| | - Lixin Xie
- State Key Laboratory Cultivation Base, Eye Institute of Shandong First Medical University, Qingdao, China
- Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao, China
- *Correspondence: Lixin Xie,
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16
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Gad H, Petropoulos IN, Khan A, Ponirakis G, MacDonald R, Alam U, Malik RA. Corneal confocal microscopy for the diagnosis of diabetic peripheral neuropathy: A systematic review and meta-analysis. J Diabetes Investig 2022; 13:134-147. [PMID: 34351711 PMCID: PMC8756328 DOI: 10.1111/jdi.13643] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 07/12/2021] [Accepted: 07/15/2021] [Indexed: 01/01/2023] Open
Abstract
INTRODUCTION Corneal confocal microscopy (CCM) is a rapid non-invasive ophthalmic imaging technique that identifies corneal nerve fiber damage. Small studies suggest that CCM could be used to assess patients with diabetic peripheral neuropathy (DPN). AIM To undertake a systematic review and meta-analysis assessing the diagnostic utility of CCM for sub-clinical DPN (DPN- ) and established DPN (DPN+ ). DATA SOURCES Databases (PubMed, Embase, Central, ProQuest) were searched for studies using CCM in patients with diabetes up to April 2020. STUDY SELECTION Studies were included if they reported on at least one CCM parameter in patients with diabetes. DATA EXTRACTION Corneal nerve fiber density (CNFD), corneal nerve branch density (CNBD), corneal nerve fiber length (CNFL), and inferior whorl length (IWL) were compared between patients with diabetes with and without DPN and controls. Meta-analysis was undertaken using RevMan V.5.3. DATA SYNTHESIS Thirty-eight studies including ~4,000 participants were included in this meta-analysis. There were significant reductions in CNFD, CNBD, CNFL, and IWL in DPN- vs controls (P < 0.00001), DPN+ vs controls (P < 0.00001), and DPN+ vs DPN- (P < 0.00001). CONCLUSION This systematic review and meta-analysis shows that CCM detects small nerve fiber loss in subclinical and clinical DPN and concludes that CCM has good diagnostic utility in DPN.
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Affiliation(s)
- Hoda Gad
- Department of MedicineWeill Cornell Medicine‐QatarDohaQatar
| | | | - Adnan Khan
- Department of MedicineWeill Cornell Medicine‐QatarDohaQatar
| | | | | | - Uazman Alam
- Diabetes and Neuropathy ResearchDepartment of Eye and Vision Sciences and Pain Research InstituteInstitute of Ageing and Chronic DiseaseUniversity of Liverpool and Aintree University Hospital NHS Foundation TrustLiverpoolUK
- Department of Diabetes and EndocrinologyRoyal Liverpool and Broadgreen University NHS Hospital TrustLiverpoolUK
- Division of Endocrinology, Diabetes and GastroenterologyUniversity of ManchesterManchesterUK
| | - Rayaz A Malik
- Department of MedicineWeill Cornell Medicine‐QatarDohaQatar
- Institute of Cardiovascular MedicineUniversity of ManchesterManchesterUK
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17
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Schenk MS, Wartak A, Buehler V, Zhao J, Tearney GJ, Birngruber R, Kassumeh S. Advances in Imaging of Subbasal Corneal Nerves With Micro-Optical Coherence Tomography. Transl Vis Sci Technol 2021; 10:22. [PMID: 34779835 PMCID: PMC8606792 DOI: 10.1167/tvst.10.13.22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Purpose To investigate the most peripheral corneal nerve plexus using high-resolution micro-optical coherence tomography (µOCT) imaging and to assess µOCT's clinical potential as a screening tool for corneal and systemic diseases. Methods An experimental high-resolution (1.5 × 1.5 × 1 µm) µOCT setup was applied for three-dimensional imaging of the subbasal nerve plexus in nonhuman primates (NHPs) and swine within 3 hours postmortem. Morphologic features of subbasal nerves in µOCT were compared to β3 tubulin-stained fluorescence confocal microscopy (FCM). Parameters such as nerve density, nerve distribution, and imaging repeatability were evaluated, using semiautomatic image analysis in form of a custom corneal surface segmentation algorithm and NeuronJ. Results Swine and NHP corneas showed the species-specific nerve morphology in both imaging modalities. Most fibers showed a linear course, forming a highly parallel pattern, converging in a vortex with overall nerve densities varying between 9.51 and 24.24 mm/mm2. The repeatability of nerve density quantification of the µOCT scans as approximately 88% in multiple image recordings of the same cornea. Conclusions Compared to the current gold standard of FCM, µOCT's larger field of view of currently 1 × 1 mm increases the conclusiveness of density measurements, which, coupled with µOCT's feature of not requiring direct contact, shows promise for future clinical application. The nerve density quantification may be relevant for screening for systemic disease (e.g., peripheral neuropathy). Translational Relevance Technological advances in OCT technology may enable a quick assessment of corneal nerve density, which could be valuable evaluating ophthalmic and systemic peripheral innervation.
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Affiliation(s)
- Merle S Schenk
- Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA, USA.,Department of Ophthalmology, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Andreas Wartak
- Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA, USA.,Department of Dermatology, Harvard Medical School, Harvard University, Boston, MA, USA
| | - Verena Buehler
- Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA, USA.,Institute of Biomedical Optics, University of Luebeck, Luebeck, Germany
| | - Jie Zhao
- Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA, USA
| | - Guillermo J Tearney
- Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA, USA.,Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.,Harvard-MIT Division of Health Sciences and Technology, Cambridge, MA, USA
| | - Reginald Birngruber
- Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA, USA.,Institute of Biomedical Optics, University of Luebeck, Luebeck, Germany
| | - Stefan Kassumeh
- Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA, USA.,Department of Ophthalmology, Ludwig-Maximilians-University Munich, Munich, Germany
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18
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Piona C, Ventrici C, Marcovecchio L, Chiarelli F, Maffeis C, Bonfanti R, Rabbone I. Long-term complications of type 1 diabetes: what do we know and what do we need to understand? Minerva Pediatr (Torino) 2021; 73:504-522. [PMID: 34530587 DOI: 10.23736/s2724-5276.21.06545-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Long-term complications of type 1 diabetes (T1D) include microvascular complications and macrovascular disease. Despite the important advances in the treatment of T1D of the last decades, these complications still represent the leading cause of morbidity and mortality in patients with T1D. Extensive evidence indicates that structural and functional alterations of the kidney, retina, nerves and large arteries occur already in the first years after the onset of diabetes. We performed a comprehensive review of the available evidence on screening, diagnosis, prevention and treatment of vascular complications of T1D. In particular, we focused on three major challenges related to long-term complications of T1D: 1) finding of new biomarkers and diagnostic methods able to identify early signs of complications; 2) identifying specific risk factors for the development of these complications; 3) identifying and implementing new therapeutic strategies able to prevent the development and progression of vascular complications.
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Affiliation(s)
- Claudia Piona
- Paediatric Diabetes and Metabolic Disorders Unit, Regional Center for Paediatric Diabetes, University City Hospital of Verona, Italy
| | - Claudia Ventrici
- Paediatric Unit, Hospital of Polistena, Polistena, Reggio Calabria, Italy
| | | | | | - Claudio Maffeis
- Paediatric Diabetes and Metabolic Disorders Unit, Regional Center for Paediatric Diabetes, University City Hospital of Verona, Italy
| | - Riccardo Bonfanti
- Diabetes Research Institute, Department of Pediatrics, IRCCS San Raffaele Scientific Institute, Milano, Italy
| | - Ivana Rabbone
- Division of Paediatrics, Department of Health Sciences, University of Piemonte Orientale, Novara, Italy -
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19
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Cozzini T, Piona C, Marchini G, Merz T, Brighenti T, Bonetto J, Marigliano M, Olivieri F, Maffeis C, Pedrotti E. In vivo confocal microscopy study of corneal nerve alterations in children and youths with Type 1 diabetes. Pediatr Diabetes 2021; 22:780-786. [PMID: 33934464 PMCID: PMC8360056 DOI: 10.1111/pedi.13219] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 03/13/2021] [Accepted: 04/16/2021] [Indexed: 01/18/2023] Open
Abstract
OBJECTIVE To determine whether children and youths with Type 1 diabetes (T1D) have early alterations of the corneal subbasal nerve plexus detectable with in vivo confocal microscopy (IVCM) and to investigate the role of longitudinally measured major risk factors for diabetes complications associated with these alterations. METHODS One hundred and fifty children and youths with T1D and 51 age-matched controls were enrolled and underwent IVCM. Corneal nerve fiber length (CNFL), corneal nerve fiber density (CNFD), corneal nerve branch density (CNBD), corneal fiber total branch density (CTBD), and corneal fiber fractal dimension (CNFrD) were measured. Risk factors for diabetes complications (blood pressure, BMI, HbA1c, lipoproteins, urinary albumin-creatinine ratio) were recorded at IVCM and longitudinally since T1D onset. Unpaired t-test was used to compare variables between the groups. Multiple regression models were calculated using IVCM parameters as dependent variables and risk factors as independent variables. RESULTS All IVCM parameters, except CTBD, were significantly lower in the T1D patients. Glycometabolic control (HbA1c, visit-to-visit HbA1c variability, and mean HbA1c), and blood pressure were inversely correlated with IVCM parameters. Multiple regression showed that part of the variability in CNFL, CNFD, CTBD, and CNFraD was explained by HbA1c, blood pressure percentiles and age at IVCM examination, independent of diabetes duration, BMI percentile and LDL cholesterol. Comparable results were obtained using the mean value of risk factors measured longitudinally since T1D onset. CONCLUSIONS Early signs of corneal nerve degeneration were found in children and youths with T1D. Glycometabolic control and blood pressure were the major risk factors for these alterations.
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Affiliation(s)
- Tiziano Cozzini
- Department of Neuroscience, Biomedicine and Movement SciencesEye Clinic, University of VeronaVeronaItaly
| | - Claudia Piona
- Pediatric Diabetes and Metabolic Disorders Unit, Regional Center for Pediatric DiabetesUniversity City Hospital of VeronaVeronaItaly
| | - Giorgio Marchini
- Department of Neuroscience, Biomedicine and Movement SciencesEye Clinic, University of VeronaVeronaItaly
| | - Tommaso Merz
- Department of Neuroscience, Biomedicine and Movement SciencesEye Clinic, University of VeronaVeronaItaly
| | - Tommaso Brighenti
- Department of Neuroscience, Biomedicine and Movement SciencesEye Clinic, University of VeronaVeronaItaly
| | - Jacopo Bonetto
- Department of Neuroscience, Biomedicine and Movement SciencesEye Clinic, University of VeronaVeronaItaly
| | - Marco Marigliano
- Pediatric Diabetes and Metabolic Disorders Unit, Regional Center for Pediatric DiabetesUniversity City Hospital of VeronaVeronaItaly
| | - Francesca Olivieri
- Pediatric Diabetes and Metabolic Disorders Unit, Regional Center for Pediatric DiabetesUniversity City Hospital of VeronaVeronaItaly
| | - Claudio Maffeis
- Pediatric Diabetes and Metabolic Disorders Unit, Regional Center for Pediatric DiabetesUniversity City Hospital of VeronaVeronaItaly
| | - Emilio Pedrotti
- Department of Neuroscience, Biomedicine and Movement SciencesEye Clinic, University of VeronaVeronaItaly
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20
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D'Onofrio L, Kalteniece A, Ferdousi M, Azmi S, Petropoulos IN, Ponirakis G, Alam U, Asghar O, Marshall A, Boulton AJM, Efron N, Buzzetti R, Soran H, Malik RA. Small Nerve Fiber Damage and Langerhans Cells in Type 1 and Type 2 Diabetes and LADA Measured by Corneal Confocal Microscopy. Invest Ophthalmol Vis Sci 2021; 62:5. [PMID: 33944892 PMCID: PMC8107645 DOI: 10.1167/iovs.62.6.5] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 04/05/2021] [Indexed: 11/24/2022] Open
Abstract
Purpose Increased corneal and epidermal Langerhans cells (LCs) have been reported in patients with diabetic neuropathy. The aim of this study was to quantify the density of LCs in relation to corneal nerve morphology and the presence of diabetic neuropathy and to determine if this differed in patients with type 1 diabetes mellitus (T1DM), type 2 diabetes mellitus (T2DM), and latent autoimmune diabetes of adults (LADA). Methods Patients with T1DM (n = 25), T2DM (n = 36), or LADA (n = 23) and control subjects (n = 23) underwent detailed assessment of peripheral neuropathy and corneal confocal microscopy. Corneal nerve fiber density (CNFD), branch density (CNBD), length (CNFL) and total, immature and mature LC densities were quantified. Results Lower CNFD (P < 0.001), CNBD (P < 0.0001), and CNFL (P < 0.0001) and higher LC density (P = 0.03) were detected in patients with T1DM, T2DM, and LADA compared to controls. CNBD was inversely correlated with mature (r = -0.5; P = 0.008), immature (r = -0.4; P = 0.02) and total (r = -0.5; P = 0.01) LC density, and CNFL was inversely correlated with immature LC density (r = -0.4; P = 0.03) in patients with T1DM but not in patients with T2DM and LADA. Conclusions This study shows significant corneal nerve loss and an increase in LC density in patients with T1DM, T2DM, and LADA. Furthermore, increased LC density correlated with corneal nerve loss in patients with T1DM.
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Affiliation(s)
- Luca D'Onofrio
- Department of Experimental Medicine, Sapienza University, Rome, Italy
| | - Alise Kalteniece
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, United Kingdom
| | - Maryam Ferdousi
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, United Kingdom
| | - Shazli Azmi
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, United Kingdom
| | - Ioannis N. Petropoulos
- Weill Cornell Medicine-Qatar, Research Division, Qatar Foundation, Education City, Doha, Qatar
| | - Georgios Ponirakis
- Weill Cornell Medicine-Qatar, Research Division, Qatar Foundation, Education City, Doha, Qatar
| | - Uazman Alam
- Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Omar Asghar
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, United Kingdom
| | - Andrew Marshall
- Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Andrew J M. Boulton
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, United Kingdom
| | - Nathan Efron
- Queensland University of Technology, School of Optometry and Vision Science, Brisbane, Australia
| | | | - Handrean Soran
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, United Kingdom
| | - Rayaz A. Malik
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, United Kingdom
- Weill Cornell Medicine-Qatar, Research Division, Qatar Foundation, Education City, Doha, Qatar
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21
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Celiker H, Erekul G, Turhan SA, Kokar S, Yavuz DG, Gunduz OH, Tavakoli M, Toker E. Early detection of neuropathy in patients with type 2 diabetes with or without microalbuminuria in the absence of peripheral neuropathy and retinopathy. J Fr Ophtalmol 2021; 44:485-493. [PMID: 33648764 DOI: 10.1016/j.jfo.2020.09.027] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 09/17/2020] [Accepted: 09/18/2020] [Indexed: 10/22/2022]
Abstract
PURPOSE Our goal is early detection of neuropathy in patients with type 2 diabetes with or without microalbuminuria in the absence of diabetic retinopathy and peripheral neuropathy by using in vivo corneal confocal microscopy (IVCCM). METHODS A total of 60 type-2 diabetic patients, assigned to either a diabetes mellitus (DM) with microalbuminuria group (DM/MA+, n=30) or a DM without microalbuminuria group (DM/MA-, n=30), and 30 age-matched control subjects were enrolled in this study. All cases underwent evaluation of blood glucose level, HbA1c, lipid fractions, body mass index (BMI), and corneal sensitivity (CS). Corneal nerve fiber length (NFL), nerve fiber density (NFD), nerve branch density (NBD), and tortuosity coefficient (TC) were quantified by IVCCM. None of the patients had peripheral neuropathy or retinopathy. RESULTS Compared with the healthy subjects, NFL and NFD were reduced in both diabetic groups (P<0.0001), while NBD was significantly reduced in the DM/MA+ group. Between the diabetic groups, NFL, NFD, and NBD were significantly higher in the DM/MA- group (all P's<0.001). CS was significantly lower in DM/MA+ compared with DM/MA- and controls (both P's<0.0001). NFD and NFL were inversely correlated with age, triglyceride level, and BMI. CONCLUSION These results indicate that significant damage to small nerves, quantified using IVCCM, can be detected in the absence of retinopathy, peripheral neuropathy or microalbuminuria in type 2 diabetic patients. The severity of corneal nerve involvement may further increase in the presence of nephropathy. This feature may also be valuable for early detection of microvascular complications of DM, allowing for the prevention of progression of life threatening microvascular complications.
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Affiliation(s)
- Hande Celiker
- Department of Ophthalmology, Marmara University School of Medicine, Istanbul, Turkey.
| | - Gozde Erekul
- Department of Ophthalmology, Marmara University School of Medicine, Istanbul, Turkey
| | - Semra Akkaya Turhan
- Department of Ophthalmology, Marmara University School of Medicine, Istanbul, Turkey
| | - Serdar Kokar
- Section of Pain Medicine, Department of Physical Medicine and Rehabilitation, Marmara University School of Medicine, Istanbul, Turkey
| | - Dilek Gogas Yavuz
- Section of Endocrinology and Metabolism, Department of Internal Medicine, Marmara University School of Medicine, Istanbul, Turkey
| | - Osman Hakan Gunduz
- Section of Pain Medicine, Department of Physical Medicine and Rehabilitation, Marmara University School of Medicine, Istanbul, Turkey
| | - Mitra Tavakoli
- College of Medicine and Health, University of Exeter, Exeter, UK
| | - Ebru Toker
- Department of Ophthalmology, Marmara University School of Medicine, Istanbul, Turkey
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22
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The Relationship between Corneal Nerve Morphology and Inflammatory Mediators and Neuropeptides in Healthy Individuals. Optom Vis Sci 2021; 97:145-153. [PMID: 32168236 DOI: 10.1097/opx.0000000000001484] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
SIGNIFICANCE This study set out to explore the relationship between the ocular surface immune and nervous systems by exploring corneal nerve structure and the presence of inflammatory mediators and neuropeptides in the tear film. PURPOSE The purpose of this study was to determine the association between corneal nerve morphology and tear film inflammatory mediators and a neuropeptide in healthy individuals. METHODS Flush tears were collected from both eyes of 21 healthy participants aged 39.7 ± 9.9 years (10 females, 11 males) and analyzed for substance P, matrix metalloproteinase-9, tissue inhibitor of matrix metalloproteinase-1 (TIMP-1), tumor necrosis factor α, and interleukin 6. In vivo central corneal confocal microscopy was performed on the right eye, and eight images were captured. Variables measured were corneal nerve fiber length (CNFL), corneal nerve density (CNFD), corneal nerve branch density, fiber total branch density, corneal nerve fiber area, corneal nerve fiber width (CNFW), and corneal nerve fractal dimension (CNFrac). For each eye, the average across the images and the maximum and minimum values were determined for each variable. Pearson correlation analysis was performed to test for associations. RESULTS Substance P correlated with CNFrac (max) (r = -0.48, P = .03) and CNFW (min) (r = -0.52, P = .02). TIMP-1 correlated with CNFD (average) (r = -0.53, P = .03), CNFL (average) (r = -0.49, P = .05), CNFrac (max) (r = -0.49, P = .05), and CNFD (min) (r = -0.55, P = .02). Interleukin 6 correlated with CNFW (average) (r = -0.49, P = .05), the standard deviation of CNFL (r = -0.51, P = .04), CNFL (max) (r = -0.50, P = .04), CNFrac (max) (r = -0.50, P = .04), and CNFW (min) (r = -0.55, P = .02). Tumor necrosis factor α, matrix metalloproteinase-9, and its ratio with TIMP-1 did not correlate with any corneal nerve parameters. CONCLUSIONS Both inflammatory mediators and neuropeptides correlated with measures of corneal nerve morphology, supporting the link between the inflammatory and nervous systems.
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Ferdousi M, Azmi S, Kalteniece A, Petropoulos IN, Ponirakis G, Asghar O, Alam U, Marshall A, Boulton AJM, Efron N, Soran H, Jeziorska M, Malik RA. Greater small nerve fibre damage in the skin and cornea of type 1 diabetic patients with painful compared to painless diabetic neuropathy. Eur J Neurol 2021; 28:1745-1751. [PMID: 33523534 DOI: 10.1111/ene.14757] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 01/17/2021] [Accepted: 01/18/2021] [Indexed: 01/11/2023]
Abstract
BACKGROUND AND AIM Damage to small nociceptive fibres may contribute to painful diabetic neuropathy. We aimed to compare large and small nerve fibre measurements together with skin biopsy and corneal confocal microscopy in patients with type 1 diabetes and painful or painless diabetic neuropathy. METHODS We have assessed the McGill pain questionnaire, neuropathy disability score, vibration perception threshold, warm and cold sensation thresholds, electrophysiology, corneal confocal microscopy and skin biopsy in participants with type 1 diabetes and painful (n = 41) or painless (n = 50) diabetic neuropathy and control subjects (n = 50). RESULTS The duration of diabetes, body mass index, glycated haemoglobin (HbA1c), blood pressure and lipid profile did not differ between subjects with painful and painless neuropathy. Neuropathy disability score and vibration perception threshold were higher and sural nerve conduction velocity was lower, but sural nerve amplitude, peroneal nerve amplitude and conduction velocity and cold and warm sensation thresholds did not differ between patients with painful compared to painless diabetic neuropathy. However, intraepidermal nerve fibre density, corneal nerve fibre density, corneal nerve branch density and corneal nerve fibre length were significantly lower in subjects with painful compared to painless diabetic neuropathy. CONCLUSIONS There is evidence of more severe neuropathy, particularly small fibre damage in the skin and cornea, of patients with painful compared to painless diabetic neuropathy.
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Affiliation(s)
- Maryam Ferdousi
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, UK
| | - Shazli Azmi
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, UK
| | - Alise Kalteniece
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, UK
| | | | | | - Omar Asghar
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, UK
| | - Uazman Alam
- Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK
| | - Andrew Marshall
- Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK
| | - Andrew J M Boulton
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, UK
| | - Nathan Efron
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Qld, Australia
| | - Handrean Soran
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, UK
| | - Maria Jeziorska
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, UK
| | - Rayaz A Malik
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, UK.,Division of Medicine, Weill Cornell Medicine-Qatar, Doha, Qatar
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24
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Carmichael J, Fadavi H, Ishibashi F, Shore AC, Tavakoli M. Advances in Screening, Early Diagnosis and Accurate Staging of Diabetic Neuropathy. Front Endocrinol (Lausanne) 2021; 12:671257. [PMID: 34122344 PMCID: PMC8188984 DOI: 10.3389/fendo.2021.671257] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Accepted: 03/17/2021] [Indexed: 12/14/2022] Open
Abstract
The incidence of both type 1 and type 2 diabetes is increasing worldwide. Diabetic peripheral neuropathy (DPN) is among the most distressing and costly of all the chronic complications of diabetes and is a cause of significant disability and poor quality of life. This incurs a significant burden on health care costs and society, especially as these young people enter their peak working and earning capacity at the time when diabetes-related complications most often first occur. DPN is often asymptomatic during the early stages; however, once symptoms and overt deficits have developed, it cannot be reversed. Therefore, early diagnosis and timely intervention are essential to prevent the development and progression of diabetic neuropathy. The diagnosis of DPN, the determination of the global prevalence, and incidence rates of DPN remain challenging. The opinions vary about the effectiveness of the expansion of screenings to enable early diagnosis and treatment initiation before disease onset and progression. Although research has evolved over the years, DPN still represents an enormous burden for clinicians and health systems worldwide due to its difficult diagnosis, high costs related to treatment, and the multidisciplinary approach required for effective management. Therefore, there is an unmet need for reliable surrogate biomarkers to monitor the onset and progression of early neuropathic changes in DPN and facilitate drug discovery. In this review paper, the aim was to assess the currently available tests for DPN's sensitivity and performance.
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Affiliation(s)
- Josie Carmichael
- Diabetes and Vascular Research Centre, National Institute for Health Research, Exeter Clinical Research Facility, University of Exeter Medical School, Exeter, United Kingdom
| | - Hassan Fadavi
- Peripheral Neuropathy Group, Imperial College, London, United Kingdom
| | - Fukashi Ishibashi
- Internal Medicine, Ishibashi Medical and Diabetes Centre, Hiroshima, Japan
| | - Angela C Shore
- Diabetes and Vascular Research Centre, National Institute for Health Research, Exeter Clinical Research Facility, University of Exeter Medical School, Exeter, United Kingdom
| | - Mitra Tavakoli
- Diabetes and Vascular Research Centre, National Institute for Health Research, Exeter Clinical Research Facility, University of Exeter Medical School, Exeter, United Kingdom
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25
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Performance analysis of noninvasive electrophysiological methods for the assessment of diabetic sensorimotor polyneuropathy in clinical research: a systematic review and meta-analysis with trial sequential analysis. Sci Rep 2020; 10:21770. [PMID: 33303857 PMCID: PMC7730399 DOI: 10.1038/s41598-020-78787-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 11/12/2020] [Indexed: 12/13/2022] Open
Abstract
Despite the availability of various clinical trials that used different diagnostic methods to identify diabetic sensorimotor polyneuropathy (DSPN), no reliable studies that prove the associations among diagnostic parameters from two different methods are available. Statistically significant diagnostic parameters from various methods can help determine if two different methods can be incorporated together for diagnosing DSPN. In this study, a systematic review, meta-analysis, and trial sequential analysis (TSA) were performed to determine the associations among the different parameters from the most commonly used electrophysiological screening methods in clinical research for DSPN, namely, nerve conduction study (NCS), corneal confocal microscopy (CCM), and electromyography (EMG), for different experimental groups. Electronic databases (e.g., Web of Science, PubMed, and Google Scholar) were searched systematically for articles reporting different screening tools for diabetic peripheral neuropathy. A total of 22 studies involving 2394 participants (801 patients with DSPN, 702 controls, and 891 non-DSPN patients) were reviewed systematically. Meta-analysis was performed to determine statistical significance of difference among four NCS parameters, i.e., peroneal motor nerve conduction velocity, peroneal motor nerve amplitude, sural sensory nerve conduction velocity, and sural sensory nerve amplitude (all p < 0.001); among three CCM parameters, including nerve fiber density, nerve branch density, and nerve fiber length (all p < 0.001); and among four EMG parameters, namely, time to peak occurrence (from 0 to 100% of the stance phase) of four lower limb muscles, including the vastus lateralis (p < 0.001), tibialis anterior (p = 0.63), lateral gastrocnemius (p = 0.01), and gastrocnemius medialis (p = 0.004), and the vibration perception threshold (p < 0.001). Moreover, TSA was conducted to estimate the robustness of the meta-analysis. Most of the parameters showed statistical significance between each other, whereas some were statistically nonsignificant. This meta-analysis and TSA concluded that studies including NCS and CCM parameters were conclusive and robust. However, the included studies on EMG were inconclusive, and additional clinical trials are required.
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26
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Dehghani C, Frost S, Jayasena R, Fowler C, Masters CL, Kanagasingam Y, Jiao H, Lim JKH, Chinnery HR, Downie LE. Morphometric Changes to Corneal Dendritic Cells in Individuals With Mild Cognitive Impairment. Front Neurosci 2020; 14:556137. [PMID: 33362451 PMCID: PMC7755610 DOI: 10.3389/fnins.2020.556137] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 11/09/2020] [Indexed: 11/13/2022] Open
Abstract
Purpose There has been increasing interest in identifying non-invasive, imaging biomarkers for neurodegenerative disorders of the central nervous system (CNS). The aim of this proof-of-concept study was to investigate whether corneal sensory nerve and dendritic cell (DC) parameters, captured using in vivo confocal microscopy (IVCM), are altered in individuals with mild cognitive impairment (MCI) and Alzheimer’s disease (AD). Methods Fifteen participants were recruited from the Australian Imaging Biomarkers and Lifestyle (AIBL) study in Melbourne, VIC, Australia. The cohort consisted of cognitively normal (CN) individuals (n = 5), and those with MCI (n = 5) and AD (n = 5). Participants underwent a slit lamp examination of the anterior segment, followed by corneal imaging using laser-scanning in vivo confocal microscopy (IVCM) of the central and inferior whorl regions. Corneal DC density, field area, perimeter, circularity index, aspect ratio, and roundness were quantified using Image J. Quantitative data were derived for corneal nerve parameters, including nerve fiber length (CNFL), fiber density (CNFD), branch density (CNBD), and diameter. Results Corneal DC field area and perimeter were greater in individuals with MCI, relative to CN controls, in both the central and inferior whorl regions (p < 0.05 for all comparisons). In addition, corneal DCs in the whorl region of MCI eyes had lower circularity and roundness indices and a higher aspect ratio relative to CNs (p < 0.05 for all comparisons). DC density was similar across participant groups in both corneal regions. There was a trend toward lower quantitative parameters for corneal nerve architecture in the AD and MCI groups compared with CN participants, however, the inter-group differences did not reach statistical significance. Central corneal nerve diameters were similar between groups. Conclusion This study is the first to report morphological differences in corneal DCs in humans with MCI. These differences were evident in both the central and mid-peripheral cornea, and in the absence of significant nerve abnormalities or a difference in DC density. These findings justify future large-scale studies to assess the utility of corneal IVCM and DC analysis for identifying early stage pathology in neurodegenerative disorders of the CNS.
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Affiliation(s)
- Cirous Dehghani
- Department of Optometry and Vision Sciences, University of Melbourne, Parkville, VIC, Australia.,CSIRO, Australian e-Health Research Centre (AEHRC), Parkville, VIC, Australia.,Discipline of Optometry, University of Canberra, Canberra, ACT, Australia
| | - Shaun Frost
- CSIRO, Australian e-Health Research Centre (AEHRC), Floreat, WA, Australia
| | - Rajiv Jayasena
- CSIRO, Australian e-Health Research Centre (AEHRC), Parkville, VIC, Australia
| | - Christopher Fowler
- The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC, Australia
| | - Colin L Masters
- The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC, Australia
| | | | - Haihan Jiao
- Department of Optometry and Vision Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Jeremiah K H Lim
- Department of Optometry and Vision Sciences, University of Melbourne, Parkville, VIC, Australia.,Optometry and Vision Science, College of Nursing and Health Sciences, Flinders University, Adelaide, SA, Australia
| | - Holly R Chinnery
- Department of Optometry and Vision Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Laura E Downie
- Department of Optometry and Vision Sciences, University of Melbourne, Parkville, VIC, Australia
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27
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Mansoor H, Tan HC, Lin MTY, Mehta JS, Liu YC. Diabetic Corneal Neuropathy. J Clin Med 2020; 9:jcm9123956. [PMID: 33291308 PMCID: PMC7762152 DOI: 10.3390/jcm9123956] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Revised: 11/26/2020] [Accepted: 12/03/2020] [Indexed: 12/14/2022] Open
Abstract
Diabetic keratopathy (DK) is a common, but underdiagnosed, ocular complication of diabetes mellitus (DM) that has a significant economic burden. It is characterised by progressive damage of corneal nerves, due to DM-induced chronic hyperglycaemia and its associated metabolic changes. With advances in corneal nerve imaging and quantitative analytic tools, studies have shown that the severity of diabetic corneal neuropathy correlates with the status of diabetic peripheral neuropathy. The corneal nerve plexus is, therefore, considered as an important surrogate marker of diabetic peripheral neuropathy and helps in the evaluation of interventional efficacy in the management of DM. The clinical manifestations of DK depend on the disease severity and vary from decreased corneal sensitivity to sight-threatening corneal infections and neurotrophic ulcers. The severity of diabetic corneal neuropathy and resultant DK determines its management plan, and a step-wise approach is generally suggested. Future work would focus on the exploration of biomarkers for diabetic corneal neuropathy, the development of new treatment for corneal nerve protection, and the improvement in the clinical assessment, as well as current imaging technique and analysis, to help clinicians detect diabetic corneal neuropathy earlier and monitor the sub-clinical progression more reliably.
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Affiliation(s)
- Hassan Mansoor
- Al Shifa Trust Eye Hospital, Rawalpindi 44000, Pakistan;
| | - Hong Chang Tan
- Department of Endocrinology, Singapore General Hospital, Singapore 169608, Singapore;
| | - Molly Tzu-Yu Lin
- Tissue Engineering and Cell Therapy Group, Singapore Eye Research Institute, Singapore 169856, Singapore; (M.T.-Y.L.); (J.S.M.)
| | - Jodhbir S. Mehta
- Tissue Engineering and Cell Therapy Group, Singapore Eye Research Institute, Singapore 169856, Singapore; (M.T.-Y.L.); (J.S.M.)
- Cornea and External Eye Diseases, Singapore National Eye Centre, Singapore 168751, Singapore
- Eye-Academic Clinical Program, Duke-National University Singapore Graduate Medical School, Singapore 169857, Singapore
| | - Yu-Chi Liu
- Tissue Engineering and Cell Therapy Group, Singapore Eye Research Institute, Singapore 169856, Singapore; (M.T.-Y.L.); (J.S.M.)
- Cornea and External Eye Diseases, Singapore National Eye Centre, Singapore 168751, Singapore
- Eye-Academic Clinical Program, Duke-National University Singapore Graduate Medical School, Singapore 169857, Singapore
- Correspondence: ; Tel.: +65-65-767-246; Fax: +65-62-277-290
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28
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De Clerck EE, Schouten JS, Berendschot TT, Koolschijn RS, Nuijts RM, Schram MT, Schaper NC, Henry RM, Dagnelie PC, Ruggeri A, Guimarães P, Stehouwer CD, Webers CA. Reduced corneal nerve fibre length in prediabetes and type 2 diabetes: The Maastricht Study. Acta Ophthalmol 2020; 98:485-491. [PMID: 32017403 PMCID: PMC7496813 DOI: 10.1111/aos.14359] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2019] [Accepted: 01/04/2020] [Indexed: 02/06/2023]
Abstract
PURPOSE In individuals with diabetes, injury to the corneal nerve fibres predisposes to delayed corneal epithelial healing, reduced corneal sensitivity and corneal erosion. We investigated to what extent a reduction in corneal nerve fibre length (CNFL) is present in individuals with prediabetes or type 2 diabetes (DM2) compared with individuals with normal glucose metabolism (NGM). METHODS Using composite images acquired by corneal confocal microscopy, we assessed total CNFL per mm2 in the subbasal nerve plexus of the cornea in 134 participants (mean age 59 ± 8 years, 49% men, 87 NGM, 20 prediabetes, 27 DM2). Multivariable linear regression was used to assess the association between CNFL and glucose metabolism status, adjusted for age and sex. RESULTS In individuals with type 2 diabetes, the mean CNFL was significantly reduced [β = -1.86 mm/mm2 (95% CI -3.64 to -0.08), p = 0.04], as compared with individuals with normal glucose metabolism after adjustment for age and sex. Part of the reduction was present in individuals with prediabetes [β = -0.96 mm/mm2 (95% CI -2.91 to 0.99), p = 0.34], with a linear trend of corneal nerve fibre reduction with severity of glucose metabolism status (p trend = 0.04). CONCLUSIONS A significant reduction in CNFL was found in individuals with DM2 compared with individuals with NGM. A trend of reduction in CNFL was observed between individuals with NGM and prediabetes. The reduction in corneal nerve fibre length could contribute to a delayed corneal healing and an increased risk for corneal complications after surgery.
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Affiliation(s)
- Eline E.B. De Clerck
- University Eye Clinic MaastrichtMaastricht University Medical Center +Maastrichtthe Netherlands
| | - Jan S.A.G. Schouten
- University Eye Clinic MaastrichtMaastricht University Medical Center +Maastrichtthe Netherlands
| | - Tos T.J.M. Berendschot
- University Eye Clinic MaastrichtMaastricht University Medical Center +Maastrichtthe Netherlands
| | - Renée S. Koolschijn
- University Eye Clinic MaastrichtMaastricht University Medical Center +Maastrichtthe Netherlands
| | - Rudy M.M.A. Nuijts
- University Eye Clinic MaastrichtMaastricht University Medical Center +Maastrichtthe Netherlands
| | - Miranda T. Schram
- Department of Internal MedicineMaastricht University Medical Center +Maastrichtthe Netherlands,CARIM School for Cardiovascular DiseasesMaastricht UniversityMaastrichtthe Netherlands
| | - Nicolaas C. Schaper
- Department of Internal MedicineMaastricht University Medical Center +Maastrichtthe Netherlands,CARIM School for Cardiovascular DiseasesMaastricht UniversityMaastrichtthe Netherlands,CAPHRI School for Public Health and Primary CareMaastricht UniversityMaastrichtthe Netherlands
| | - Ronald M.A. Henry
- Department of Internal MedicineMaastricht University Medical Center +Maastrichtthe Netherlands,CARIM School for Cardiovascular DiseasesMaastricht UniversityMaastrichtthe Netherlands
| | - Pieter C. Dagnelie
- CARIM School for Cardiovascular DiseasesMaastricht UniversityMaastrichtthe Netherlands,CAPHRI School for Public Health and Primary CareMaastricht UniversityMaastrichtthe Netherlands,Department of EpidemiologyMaastricht UniversityMaastrichtthe Netherlands
| | - Alfredo Ruggeri
- Department of Information EngineeringUniversity of PaduaPaduaItaly
| | - Pedro Guimarães
- Department of Information EngineeringUniversity of PaduaPaduaItaly
| | - Coen D.A. Stehouwer
- Department of Internal MedicineMaastricht University Medical Center +Maastrichtthe Netherlands,CARIM School for Cardiovascular DiseasesMaastricht UniversityMaastrichtthe Netherlands
| | - Carroll A.B. Webers
- University Eye Clinic MaastrichtMaastricht University Medical Center +Maastrichtthe Netherlands
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Ferdousi M, Kalteniece A, Petropoulos I, Azmi S, Dhage S, Marshall A, Boulton AJM, Efron N, Faber CG, Lauria G, Soran H, Malik RA. Diabetic Neuropathy Is Characterized by Progressive Corneal Nerve Fiber Loss in the Central and Inferior Whorl Regions. Invest Ophthalmol Vis Sci 2020; 61:48. [PMID: 32232351 PMCID: PMC7401481 DOI: 10.1167/iovs.61.3.48] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Purpose We hypothesized that longitudinal changes in corneal nerve morphology would differ between the central cornea and inferior whorl in relation to other measures of diabetic neuropathy. Methods Thirty patients with diabetes (age: 54.08 ± 15.86, duration: 23.95 ± 14.2, HbA1c: 7.51 ± 1.37) and 19 age-matched healthy controls (age: 49.47 ± 13.25) underwent assessment of neuropathy disability score (NDS), vibration perception threshold (VPT), cold (CPT) and warm (WPT) perception thresholds, peroneal motor nerve conduction velocity (PMNCV), corneal nerve fiber density (CNFD), branch density (CNBD), fiber length (CNFL), inferior whorl length (IWL), and the average of CNFL and IWL (ANFL) at baseline and after 1 to 8 years. Results In patients with diabetes, between baseline and follow-up, there was a significant reduction in CNBD (57.72 ± 30.08 vs. 44.04 ± 23.69; P = 0.02), CNFL (21.77 ± 5.19 vs. 15.65 ± 4.7; P < 0.0001), IWL (24.69 ± 8.67 vs. 14.23 ± 6.13; P < 0.0001), ANFL (23.26 ± 5.53 vs. 15.09 ± 4.48; P < 0.0001), and WPT (43.56 ± 4.43 vs. 40.78 ± 4.93; P = 0.01), and an increase in VPT (12.9 ± 8.96 vs. 13.78 ± 8.99; P = 0.02). There was no significant change in CNFD (27.12 ± 8.2 vs. 25.43 ± 7.11; P = 0.2), NDS (3.38 ± 3.35 vs. 2.61 ± 2.8; P = 0.08), CPT (17.7 ± 10.59 vs. 22.45 ± 9.23; P = 0.06), or PMNCV (42.4 ± 4.21 vs. 42.16 ± 6.3; P = 0.2). Conclusions There is evidence of corneal nerve loss in patients with diabetes, particularly at the inferior whorl during follow-up.
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Jan RL, Tai MC, Ho CH, Chu CC, Wang JJ, Tseng SH, Chang YS. Risk of recurrent corneal erosion in patients with diabetes mellitus in Taiwan: a population-based cohort study. BMJ Open 2020; 10:e035933. [PMID: 32565466 PMCID: PMC7311018 DOI: 10.1136/bmjopen-2019-035933] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
OBJECTIVE To investigate the risk of recurrent corneal erosion (RCE) in patients with diabetes mellitus (DM). DESIGN, SETTING AND PARTICIPANTS This retrospective, nationwide, matched cohort study included 239 854 patients with DM recruited between 2003 and 2005 from the Longitudinal Cohort of Diabetes Patients database. The control group included the same number of age-matched and sex-matched patients without DM selected from the Taiwan Longitudinal Health Insurance Database, 2000. Data for each patient were collected from the index date until December 2013. MAIN OUTCOMES AND MEASURES The incidence and risk of RCE were compared between the two groups. Cox proportional hazards regression was used to calculate the HR for RCE after adjustment for potential confounders. The cumulative RCE incidence rate was calculated using Kaplan-Meier analysis. RESULTS In total, 1236 patients with DM and 884 controls developed RCE during the follow-up period, resulting in an incidence rate of RCE in patients with DM (5.87/10 000 person-years (PY)) higher than that in the controls (4.23/10 000 PY). After adjustment for potential confounders, including hypertension, hyperlipidaemia, chronic renal disease and keratoconjunctivitis sicca, patients with DM were 1.35 times (95% CI, 1.24 to 1.48) more likely to develop RCE than the total sample cohort. CONCLUSIONS DM increases the risk of RCE, which is an interdisciplinary issue. Therefore, close collaboration between endocrinologists and ophthalmologists is important in managing RCE following DM.
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Affiliation(s)
- Ren-Long Jan
- Department of Pediatrics, Chi Mei Medical Center, Liouying, Tainan, Taiwan
- Graduate Institute of Medical Science, College of Health Science, Chang Jung Christian University, Tainan, Taiwan
| | - Ming-Cheng Tai
- Department of Ophthalmology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Chung-Han Ho
- Department of Medical Research, Chi Mei Medical Center, Tainan, Taiwan
- Department of Hospital and Health Care Administration, Chia Nan University of Pharmacy and Science, Tainan, Taiwan
| | - Chin-Chen Chu
- Department of Anesthesiology, Chi Mei Medical Center, Tainan, Taiwan
- Department of Recreation and Health-Care Management, Chia-Nan University of Pharmacy and Science, Tainan, Taiwan
| | - Jhi-Joung Wang
- Department of Medical Research, Chi Mei Medical Center, Tainan, Taiwan
- Department of Anesthesiology, Chi Mei Medical Center, Tainan, Taiwan
| | - Sung-Huei Tseng
- Department of Ophthalmology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Ophthalmology, Chi Mei Medical Center, Tainan, Taiwan
| | - Yuh-Shin Chang
- Graduate Institute of Medical Science, College of Health Science, Chang Jung Christian University, Tainan, Taiwan
- Department of Ophthalmology, Chi Mei Medical Center, Tainan, Taiwan
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31
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Yan A, Issar T, Tummanapalli SS, Markoulli M, Kwai NCG, Poynten AM, Krishnan AV. Relationship between corneal confocal microscopy and markers of peripheral nerve structure and function in Type 2 diabetes. Diabet Med 2020; 37:326-334. [PMID: 30897245 DOI: 10.1111/dme.13952] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/18/2019] [Indexed: 01/03/2023]
Abstract
AIMS To investigate changes in corneal nerve morphology in Type 2 diabetes and to establish relationships between in vivo corneal confocal microscopy and markers of peripheral nerve structure and function. PARTICIPANTS AND METHODS We recruited 57 participants with Type 2 diabetes and 26 healthy controls of similar age and sex distribution. We also recruited a disease control group of 54 participants with Type 1 diabetes. All participants were assessed for distal symmetrical polyneuropathy using the Total Neuropathy Score. In vivo corneal confocal microscopy was used to assess corneal nerve fibre length, corneal nerve fibre density, corneal nerve branch density and inferior whorl length. Peripheral nerve structure was assessed using median nerve ultrasonography. Large fibre function was assessed according to median nerve axonal excitability. Small fibre function was assessed using SudoscanTM and the Survey of Autonomic Symptoms. RESULTS Corneal nerve fibre length, fibre density and branch density and inferior whorl length were significantly lower in individuals with Type 2 diabetes compared to controls (P<0.001 for all). In the Type 2 diabetes cohort, correlations were observed between neuropathy severity and corneal nerve fibre density (P=0.004), corneal nerve branch density (P=0.003), corneal nerve fibre length (P=0.002) and inferior whorl length (P=0.01). Significant correlations were observed between corneal confocal outcomes and axonal excitability measurements. No association was found between corneal confocal microscopy and median nerve cross-sectional area, Sudoscan measurements or the Survey of Autonomic Symptoms. CONCLUSIONS This study demonstrated significant changes in corneal nerves in individuals with Type 2 diabetes. Reductions in corneal nerve measures correlated with increasing neuropathy severity. Associations were found between corneal confocal microscopy and markers of voltage-gated potassium channel function.
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Affiliation(s)
- A Yan
- Prince of Wales Clinical School, University of New South Wales, Sydney, NSW, Australia
| | - T Issar
- Prince of Wales Clinical School, University of New South Wales, Sydney, NSW, Australia
| | - S S Tummanapalli
- School of Optometry and Vision Science, University of New South Wales, Sydney, NSW, Australia
| | - M Markoulli
- School of Optometry and Vision Science, University of New South Wales, Sydney, NSW, Australia
| | - N C G Kwai
- School of Medical Sciences, University of New South Wales, Sydney, NSW, Australia
| | - A M Poynten
- Department of Endocrinology, Prince of Wales Hospital, Sydney, NSW, Australia
| | - A V Krishnan
- Prince of Wales Clinical School, University of New South Wales, Sydney, NSW, Australia
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Abstract
PURPOSE The purpose of this study was to establish an age-dependent normative range and factors affecting the migration rate of the corneal subbasal nerve plexus in a healthy control population. METHODS Corneal nerve migration rate was measured in 60 healthy participants grouped by age: A, aged 20 to 39 years (n = 20); B, 40 to 59 years (n = 20); and C, 60 to 79 years (n = 20). Laser-scanning corneal confocal microscopy was performed on the right eye of all participants at baseline and again after 3 weeks. Fully automated software was used to montage the frames. Distinctive nerve landmarks were manually reidentified between the two montages, and a software program was developed to measure the migration of these landmark points to determine corneal nerve migration rate in micrometers per week (μm/wk). RESULTS The mean ± SD age of all participants in the study was 47.5 ± 15.5 years; 62% of participants were male. The average corneal nerve migration rates of groups A, B, and C were 42.0 ± 14.0, 42.3 ± 15.5, and 42.0 ± 10.8 μm/wk, respectively (P = .99). There was no difference in corneal nerve migration rate between male (41.1 ± 13.5 μm/wk) and female (43.7 ± 13.2 μm/wk) participants (P = .47). There was no significant correlation between age (P = .97), smoking (P = .46), alcohol use (P = .61), and body mass index (P = .49, respectively) with corneal nerve migration rate. However, exercise frequency correlated significantly (P = .04) with corneal nerve migration rate. CONCLUSIONS Corneal nerve migration rate varies in healthy individuals and is not affected by age, sex, or body mass index but is related to physical activity.
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Early Alterations of Corneal Subbasal Plexus in Uncomplicated Type 1 Diabetes Patients. J Ophthalmol 2019; 2019:9818217. [PMID: 31341662 PMCID: PMC6636466 DOI: 10.1155/2019/9818217] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Accepted: 06/17/2019] [Indexed: 12/18/2022] Open
Abstract
Purpose The purpose of our study is to describe the in vivo corneal confocal microscopy characteristics of subbasal nerve plexus in a highly selected population of patients affected by type 1 diabetes mellitus (T1DM) without any microvascular diabetes complications. Methods We included 19 T1DM patients without diabetic peripheral neuropathy, diabetic autonomic neuropathy, diabetic retinopathy, and microalbuminuria. All patients underwent in vivo corneal confocal microscopy and blood analysis to determine subbasal nerve plexus parameters and their correlation with clinical data. We compared the results with 19 healthy controls. Results The T1DM group showed a significant decrease of the nerve fiber length (P=0.032), the nerve fiber length density (P=0.034), the number of fibers (P=0.005), and the number of branchings (P=0.028), compared to healthy subjects. The nerve fiber length, nerve fiber length density, and number of fibers were directly related to the age at onset of diabetes and inversely to the duration of DM. BMI (body mass index) was highly related to the nerve fiber length (r = −0.6, P=0.007), to the nerve fiber length density (r = −0.6, P=0.007), and to the number of fibers (r = −0.587, P=0.008). No significant correlations were found between the corneal parameters and HbA1c. Conclusions Early subclinical fiber corneal variation could be easily detected using in vivo corneal confocal microscopy, even in type 1 diabetes without any microvascular diabetes complications, including diabetic peripheral neuropathy, diabetic autonomic neuropathy, diabetic retinopathy, and microalbuminuria.
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Adeno-associated virus neutralising antibodies in type 1 diabetes mellitus. Gene Ther 2019; 26:250-263. [PMID: 30962537 DOI: 10.1038/s41434-019-0076-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Revised: 03/07/2019] [Accepted: 03/13/2019] [Indexed: 12/26/2022]
Abstract
Recombinant Adeno-associated viruses (AAVs) are an attractive vector for gene therapy delivery which may be blocked by AAV neutralising antibodies (NAbs). As Type 1 Diabetes (T1DM) is an endocrine disease of immunological origin, it is likely that NAb profiles are altered in the disease. In this study NAb to AAV2, AAV5, AAV6, and AAV8 in 72 subjects with T1DM and 45 non-diabetic patients were measured over a 4-year follow-up period. AAV2 NAb titres were significantly lower in non-diabetic subjects (P = 0.036). The T1DM group had more AAV8 NAb activity at baseline (P = 0.019), whilst after 4 years follow-up the T1DM group displayed developed increased AAV 5 (P = 0.03), 6 (P = 0.03) and 8 (P = 0.002) activity relative to the control group, however, overall AAV5 and 8 NAb levels were very low in patients <40. AAV NAb titre activity and prevalence generally appears higher in T1DM, however, low levels of AAV 5 and 8, particular in younger adult age groups at which T1DM can be targeted, could make these attractive vectors to target the disease.
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Dehghani C, Frost S, Jayasena R, Masters CL, Kanagasingam Y. Ocular Biomarkers of Alzheimer's Disease: The Role of Anterior Eye and Potential Future Directions. Invest Ophthalmol Vis Sci 2019; 59:3554-3563. [PMID: 30025102 DOI: 10.1167/iovs.18-24694] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Globally, Alzheimer's disease (AD) is a growing health and economic challenge that has no effective cure. Recent clinical trials indicate that preclinical treatment may be required but a routine screening tool for AD has been elusive. Hence, a simple, yet sensitive biomarker for preclinical AD, when the disease is most likely to be amenable to treatment, is lacking. Due to several features, the eye has been explored for this purpose and, among the ocular tissues, the retina has received the most attention. Currently, major works investigating the potential AD diagnosis by detecting amyloid-β (Aβ) signatures in the retinal tissue are underway, while the anterior eye is more accessible for in vivo imaging and examination. This report provides a concise review of current literature on the anterior eye components, including the crystalline lens, cornea, and aqueous humor, in AD. We also discuss the potential for assessment of the corneal nerve structure and regeneration as well as conjunctival tissue for AD-related alterations. The crystalline lens has received considerable attention, but further research is required to confirm whether Aβ accumulates in the lens and whether it mirrors brain neuropathologic changes, particularly in preclinical AD. The rich corneal neural network and conjunctival vasculature also merit exploration in future studies to shed light on their potential association with AD pathologic changes.
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Affiliation(s)
- Cirous Dehghani
- Australian e-Health Research Center, CSIRO, Parkville, Australia
| | - Shaun Frost
- Australian e-Health Research Center, CSIRO, Perth, Australia
| | - Rajiv Jayasena
- Australian e-Health Research Center, CSIRO, Parkville, Australia
| | - Colin L Masters
- The Florey Institute, The University of Melbourne, Parkville, Australia
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Azmi S, Petropoulos IN, Ferdousi M, Ponirakis G, Alam U, Malik RA. An update on the diagnosis and treatment of diabetic somatic and autonomic neuropathy. F1000Res 2019; 8. [PMID: 30828432 PMCID: PMC6381801 DOI: 10.12688/f1000research.17118.1] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/07/2019] [Indexed: 12/30/2022] Open
Abstract
Diabetic peripheral neuropathy (DPN) is the most common chronic complication of diabetes. It poses a significant challenge for clinicians as it is often diagnosed late when patients present with advanced consequences such as foot ulceration. Autonomic neuropathy (AN) is also a frequent and under-diagnosed complication unless it is overtly symptomatic. Both somatic and autonomic neuropathy are associated with increased mortality. Multiple clinical trials have failed because of limited efficacy in advanced disease, inadequate trial duration, lack of effective surrogate end-points and a lack of deterioration in the placebo arm in clinical trials of DPN. Multifactorial risk factor reduction, targeting glycaemia, blood pressure and lipids can reduce the progression of DPN and AN. Treatment of painful DPN reduces painful symptoms by about 50% at best, but there is limited efficacy with any single agent. This reflects the complex aetiology of painful DPN and argues for improved clinical phenotyping with the use of targeted therapy, taking into account co-morbid conditions such as anxiety, depression and sleep disturbance.
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Affiliation(s)
- Shazli Azmi
- Institute of Cardiovascular Sciences, University of Manchester and Central Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK.,Manchester Diabetes Centre, Manchester University Foundation Trust, Manchester, UK
| | | | - Maryam Ferdousi
- Institute of Cardiovascular Sciences, University of Manchester and Central Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Georgios Ponirakis
- Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, Doha, Qatar
| | - Uazman Alam
- Department of Eye and Vision Science, Institute of Ageing and Chronic Disease, University of Liverpool, Liverpool, UK.,Department of Diabetes and Endocrinology, Royal Liverpool and Broadgreen University NHS Hospital Trust, Liverpool, UK
| | - Rayaz A Malik
- Institute of Cardiovascular Sciences, University of Manchester and Central Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK.,Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, Doha, Qatar
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Abstract
Diabetes mellitus (DM) has been emerging as one of the most serious health problems worldwide. Ocular complications of DM are currently one of the major causes of blindness in developed countries, among which diabetic retinopathy is relatively well studied and understood. However, although ocular surface complications of DM are common, diabetic complications of anterior segment of the eye, such as, cornea, conjunctiva, and lacrimal glands, are often overlooked. DM is associated with progressive damage to corneal nerves and epithelial cells, which increases the risk of anterior segment disorders including dry eye disease, corneal erosion, persistent epithelial defects, and even sight-threatening corneal ulcer. In this review, the authors will discuss the association of DM with disorders of anterior segment of the eye. Studies indicating the value of corneal nerve assessment as a sensitive, noninvasive, and repeatable biomarker for diabetic neuropathy will also be introduced. In addition, treatment modalities of anterior segment disorders associated with DM is discussed. The studies introduced in this review suggest that early and periodic screening of the anterior segment of the eye, as well as the retina, is important for the optimal treatment of DM.
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Affiliation(s)
- Sang Beom Han
- Department of Ophthalmology, School of Medicine, Kangwon National University, Kangwon National University Hospital, Chuncheon, Korea,
| | - Hee Kyung Yang
- Department of Ophthalmology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Joon Young Hyon
- Department of Ophthalmology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
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ČESKÁ BURDOVÁ M, KULICH M, DOTŘELOVÁ D, MAHELKOVÁ G. Effect of Diabetes Mellitus Type 1 Diagnosis on the Corneal Cell Densities and Nerve Fibers. Physiol Res 2018; 67:963-974. [DOI: 10.33549/physiolres.933899] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Relation of diabetes mellitus (DM) to the various stages of corneal nerve fiber damage is well accepted. A possible association between changes in the cornea of diabetic patients and diabetic retinopathy (DR), DM duration, and age at the time of DM diagnosis were evaluated. The study included 60 patients with DM type 1 (DM1) and 20 healthy control subjects. The density of basal epithelial cells, keratocytes and endothelial cells, and the status of the subbasal nerve fibers were evaluated using in vivo corneal confocal microscopy. Basal epithelial cell density increased with age (p=0.026), while stromal and endothelial cell density decreased with age (p=0.003, p=0.0005, p<0.0001). After the DM1 diagnosis was established, this association with age weaken. We showed nerve fiber damage in DM1 patients (p˂0.0001). The damage correlated with the degree of DR. DM1 patients with higher age at DM1 diagnosis had a higher nerve fiber density (p=0.0021). These results indicated that age at DM1 diagnosis potentially has an important effect on final nerve fiber and corneal cell density.
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Affiliation(s)
| | | | | | - G. MAHELKOVÁ
- Department of Ophthalmology, Second Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic
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Baltrusch S. [Confocal microscope examination of the corneal nerve plexus as biomarker for systemic diseases : View from the corneal nerve plexus on diabetes mellitus disease]. Ophthalmologe 2018; 114:592-600. [PMID: 28378047 DOI: 10.1007/s00347-017-0480-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
It is estimated that approximately 50% of patients with diabetes mellitus suffer from polyneuropathy, which is frequently diagnosed too late. Consequently, the question arises whether imaging procedures of the eye, namely optical coherence tomography of the retina and confocal microscopy of the cornea are suitable for the diagnostics and follow-up control of neurodegenerative changes in patients with diabetes mellitus. De Clerck and co-workers could demonstrate this by a systematic review of studies. Of these studies 11 were further evaluated with respect to corneal confocal microscopy. Approximately 15 years after juvenile type 1 diabetes a reduction of corneal nerve fiber length and density was observed, although clinical signs of neuropathy were absent. At this stage an examination seems reasonable. Type 2 diabetes mellitus in the elderly is often associated with a metabolic syndrome and its time of manifestation remains unknown; therefore, corneal confocal microscopy should be implemented at the time of diagnosis of type 2 diabetes. Patients with long disease duration and significant changes in the corneal nerve plexus already showed clinical signs of polyneuropathy and often suffered from proliferative retinopathy. The accessibility of the eye for non-invasive optical modalities should be used more often in the treatment of patients with diabetes mellitus for early identification of patients at risk. Further longitudinal studies are highly necessary.
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Affiliation(s)
- S Baltrusch
- Institut für Medizinische Biochemie und Molekularbiologie, Universitätsmedizin, Universität Rostock, Schillingallee 70, 18057, Rostock, Deutschland.
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Chen X, Graham J, Petropoulos IN, Ponirakis G, Asghar O, Alam U, Marshall A, Ferdousi M, Azmi S, Efron N, Malik RA. Corneal Nerve Fractal Dimension: A Novel Corneal Nerve Metric for the Diagnosis of Diabetic Sensorimotor Polyneuropathy. Invest Ophthalmol Vis Sci 2018; 59:1113-1118. [PMID: 29490348 PMCID: PMC5830988 DOI: 10.1167/iovs.17-23342] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Objective Corneal confocal microscopy (CCM), an in vivo ophthalmic imaging modality, is a noninvasive and objective imaging biomarker for identifying small nerve fiber damage. We have evaluated the diagnostic performance of previously established CCM parameters to a novel automated measure of corneal nerve complexity called the corneal nerve fiber fractal dimension (ACNFrD). Methods A total of 176 subjects (84 controls and 92 patients with type 1 diabetes) with and without diabetic sensorimotor polyneuropathy (DSPN) underwent CCM. Fractal dimension analysis was performed on CCM images using purpose-built corneal nerve analysis software, and compared with previously established manual and automated corneal nerve fiber measurements. Results Manual and automated subbasal corneal nerve fiber density (CNFD) (P < 0.0001), length (CNFL) (P < 0.0001), branch density (CNBD) (P < 0.05), and ACNFrD (P < 0.0001) were significantly reduced in patients with DSPN compared to patients without DSPN. The areas under the receiver operating characteristic curves for identifying DSPN were comparable: 0.77 for automated CNFD, 0.74 for automated CNFL, 0.69 for automated CNBD, and 0.74 for automated ACNFrD. Conclusions ACNFrD shows comparable diagnostic efficiency to identify diabetic patients with and without DSPN.
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Affiliation(s)
- Xin Chen
- School of Computer Science, University of Nottingham, Nottingham, United Kingdom
| | - Jim Graham
- Centre for Imaging Sciences, Institute of Population Health, University of Manchester, Manchester, United Kingdom
| | | | | | - Omar Asghar
- Cardiovascular Sciences, Institute of Cardiovascular Sciences, University of Manchester, Manchester, United Kingdom
| | - Uazman Alam
- Department of Eye and Vision Sciences, Institute of Ageing and Chronic Disease, University of Liverpool, Liverpool, United Kingdom.,Diabetes and Endocrinology Research, Clinical Sciences Centre, Aintree University Hospital, Liverpool, United Kingdom
| | - Andrew Marshall
- Department of Clinical Neurophysiology, Central Manchester NHS Foundation Trust, Manchester, United Kingdom
| | - Maryam Ferdousi
- Cardiovascular Sciences, Institute of Cardiovascular Sciences, University of Manchester, Manchester, United Kingdom
| | - Shazli Azmi
- Cardiovascular Sciences, Institute of Cardiovascular Sciences, University of Manchester, Manchester, United Kingdom
| | - Nathan Efron
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Australia
| | - Rayaz A Malik
- Weill Cornell Medicine-Qatar, Division of Medicine, Doha, Qatar.,Cardiovascular Sciences, Institute of Cardiovascular Sciences, University of Manchester, Manchester, United Kingdom
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Mahelková G, Burdová MC, Malá Š, Hoskovcová L, Dotrelová D, Štechová K. Higher Total Insulin Dose Has Positive Effect on Corneal Nerve Fibers in DM1 Patients. ACTA ACUST UNITED AC 2018; 59:3800-3807. [DOI: 10.1167/iovs.18-24265] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Affiliation(s)
- Gabriela Mahelková
- Department of Ophthalmology, Charles University, 2nd Faculty of Medicine, Motol University Hospital, Prague, Czech Republic
- Department of Physiology, Charles University, 2nd Faculty of Medicine, Prague, Czech Republic
| | - Marie Ceská Burdová
- Department of Ophthalmology, Charles University, 2nd Faculty of Medicine, Motol University Hospital, Prague, Czech Republic
- Department of Physiology, Charles University, 2nd Faculty of Medicine, Prague, Czech Republic
| | - Šárka Malá
- Department of Internal Medicine, Charles University, 2nd Faculty of Medicine, Motol University Hospital, Prague, Czech Republic
| | - Lucie Hoskovcová
- Department of Internal Medicine, Charles University, 2nd Faculty of Medicine, Motol University Hospital, Prague, Czech Republic
| | - Dagmar Dotrelová
- Department of Ophthalmology, Charles University, 2nd Faculty of Medicine, Motol University Hospital, Prague, Czech Republic
| | - Katerina Štechová
- Department of Internal Medicine, Charles University, 2nd Faculty of Medicine, Motol University Hospital, Prague, Czech Republic
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42
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Lv Y, Zhao S. What is the best strategy on detection of cornea neuropathy in people with diabetes? Recent advances in potential measurements. Diabetes Res Clin Pract 2018; 142:203-212. [PMID: 29596948 DOI: 10.1016/j.diabres.2018.03.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2017] [Revised: 02/24/2018] [Accepted: 03/06/2018] [Indexed: 12/15/2022]
Abstract
There are well-acknowledged clinical or pre-clinical measurements concerning diabetic peripheral neuropathy (DPN). The current gold standard for diagnosis of diabetic peripheral neuropathy is nerve conduction suitable for detecting large nerve fiber function and intraepidermal nerve fiber density assessment for small fiber damage evaluation [2]. The lack of a sensitive, non-invasive, and repeatable endpoint to measure changes in small nerve fibers is a major factor holding back clinical trials for the treatment of diabetic peripheral neuropathy. As cornea is the most densely innerved tissue, assessing corneal nerves' structure and function will be promising to predict and assess the degree of DPN. In the diabetic micro-environment, damaged corneal nerves lead to decreased corneal sensitivity, both of which resulting in abnormal tear function. According to this theory, the measurements of nerve structure, corneal sensitivity, tear secretion and tear components, to some extent, can reveal and assess the state of corneal neuropathy. This review focuses on summarizing the knowledge of the latest detective methods of diabetic corneal neuropathy, popular in use or possible to further in study and be applied into clinical practice.
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Affiliation(s)
- Ying Lv
- Tianjin Medical University Eye Hospital, Tianjin Medical University Eye Institute & School of Optometry and Ophthalmology, Tianjin Medical University, Tianjin 300384, China.
| | - Shaozhen Zhao
- Tianjin Medical University Eye Hospital, Tianjin Medical University Eye Institute & School of Optometry and Ophthalmology, Tianjin Medical University, Tianjin 300384, China.
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Bikbova G, Oshitari T, Baba T, Bikbov M, Yamamoto S. Diabetic corneal neuropathy: clinical perspectives. Clin Ophthalmol 2018; 12:981-987. [PMID: 29872257 PMCID: PMC5973365 DOI: 10.2147/opth.s145266] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Diabetic keratopathy is characterized by impaired innervation of the cornea that leads to decreased sensitivity, with resultant difficulties with epithelial wound healing. These difficulties in wound healing put patients at risk for ocular complications such as surface irregularities, corneal infections, and stromal opacification. Pathological changes in corneal innervations in diabetic patients are an important early indicator of diabetic neuropathy. The decrease in corneal sensitivity is strongly correlated with the duration of diabetes as well as the severity of the neuropathy. This review presents recent findings in assessing the ocular surface as well as the recent therapeutic strategies for optimal management of individuals with diabetes who are susceptible to developing diabetic neuropathy.
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Affiliation(s)
- Guzel Bikbova
- Department of Ophthalmology and Visual Science, Chiba University Graduate School of Medicine, Chiba, Japan.,Cornea and Refractive Surgery Department, Ufa Eye Research Institute, Ufa, Russia
| | - Toshiyuki Oshitari
- Department of Ophthalmology and Visual Science, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Takayuki Baba
- Department of Ophthalmology and Visual Science, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Mukharram Bikbov
- Cornea and Refractive Surgery Department, Ufa Eye Research Institute, Ufa, Russia
| | - Shuichi Yamamoto
- Department of Ophthalmology and Visual Science, Chiba University Graduate School of Medicine, Chiba, Japan
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3D confocal laser-scanning microscopy for large-area imaging of the corneal subbasal nerve plexus. Sci Rep 2018; 8:7468. [PMID: 29749384 PMCID: PMC5945773 DOI: 10.1038/s41598-018-25915-6] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 04/30/2018] [Indexed: 11/24/2022] Open
Abstract
The capability of corneal confocal microscopy (CCM) to acquire high-resolution in vivo images of the densely innervated human cornea has gained considerable interest in using this non-invasive technique as an objective diagnostic tool for staging peripheral neuropathies. Morphological alterations of the corneal subbasal nerve plexus (SNP) assessed by CCM have been shown to correlate well with the progression of neuropathic diseases and even predict future-incident neuropathy. Since the field of view of single CCM images is insufficient for reliable characterisation of nerve morphology, several image mosaicking techniques have been developed to facilitate the assessment of the SNP in large-area visualisations. Due to the limited depth of field of confocal microscopy, these approaches are highly sensitive to small deviations of the focus plane from the SNP layer. Our contribution proposes a new automated solution, combining guided eye movements for rapid expansion of the acquired SNP area and axial focus plane oscillations to guarantee complete imaging of the SNP. We present results of a feasibility study using the proposed setup to evaluate different oscillation settings. By comparing different image selection approaches, we show that automatic tissue classification algorithms are essential to create high-quality mosaic images from the acquired 3D datasets.
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Zhang AC, MacIsaac RJ, Roberts L, Kamel J, Craig JP, Busija L, Downie LE. Omega-3 polyunsaturated fatty acid supplementation for improving peripheral nerve health: protocol for a systematic review. BMJ Open 2018; 8:e020804. [PMID: 29581208 PMCID: PMC5875591 DOI: 10.1136/bmjopen-2017-020804] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
INTRODUCTION Damage to peripheral nerves occurs in a variety of health conditions. Preserving nerve integrity, to prevent progressive nerve damage, remains a clinical challenge. Omega-3 polyunsaturated fatty acids (PUFAs) are implicated in the development and maintenance of healthy nerves and may be beneficial for promoting peripheral nerve health. The aim of this systematic review is to assess the effects of oral omega-3 PUFA supplementation on peripheral nerve integrity, including both subjective and objective measures of peripheral nerve structure and/or function. METHODS AND ANALYSIS A systematic review of randomised controlled trials that have evaluated the effects of omega-3 PUFA supplementation on peripheral nerve assessments will be conducted. Comprehensive electronic database searches will be performed in Ovid MEDLINE, Embase, the Cochrane Central Register of Controlled Trials (CENTRAL), US National Institutes of Health Clinical Trials Registry and the WHO International Clinical Trials Registry Platform. The title, abstract and keywords of identified articles will be assessed for eligibility by two reviewers. Full-text articles will be obtained for all studies judged as eligible or potentially eligible; these studies will be independently assessed by two reviewers to determine eligibility. Disagreements will be resolved by consensus. Risk of bias assessment will be performed using the Cochrane Collaboration risk of bias tool to appraise the quality of included studies. If clinically meaningful, and there are a sufficient number of eligible studies, a meta-analysis will be conducted and a summary of findings table will be provided. ETHICS AND DISSEMINATION This is a systematic review that will involve the analysis of previously published data, and therefore ethics approval is not required. A manuscript reporting the results of this systematic review will be published in a peer-reviewed journal and may also be presented at relevant scientific conferences. PROSPERO REGISTRATION NUMBER CRD42018086297.
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Affiliation(s)
- Alexis Ceecee Zhang
- Department of Optometry and Vision Sciences, University of Melbourne, Parkville, Victoria, Australia
| | - Richard J MacIsaac
- Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Fitzroy, Victoria, Australia
- Department of Medicine, University of Melbourne, Parkville, Victoria, Australia
| | - Leslie Roberts
- Department of Medicine, University of Melbourne, Parkville, Victoria, Australia
- Centre for Clinical Neurosciences and Neurological Research, St Vincent's Hospital Melbourne, Fitzroy, Victoria, Australia
| | - Jordan Kamel
- Department of Medicine, University of Melbourne, Parkville, Victoria, Australia
- Centre for Clinical Neurosciences and Neurological Research, St Vincent's Hospital Melbourne, Fitzroy, Victoria, Australia
| | - Jennifer P Craig
- Department of Ophthalmology, New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand
| | - Lucy Busija
- Institute for Health and Ageing, Australian Catholic University, Fitzroy, Victoria, Australia
| | - Laura E Downie
- Department of Optometry and Vision Sciences, University of Melbourne, Parkville, Victoria, Australia
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The corneal subbasal nerve plexus and thickness of the retinal layers in pediatric type 1 diabetes and matched controls. Sci Rep 2018; 8:14. [PMID: 29311586 PMCID: PMC5758564 DOI: 10.1038/s41598-017-18284-z] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 12/05/2017] [Indexed: 11/08/2022] Open
Abstract
Optical coherence tomography (OCT) of the retina and corneal confocal laser scanning microscopy (CLSM) of the subbasal nerve plexus (SBP) are noninvasive techniques for quantification of the ocular neurodegenerative changes in individuals with type 1 diabetes mellitus (T1DM). In adult T1DM patients these changes are hardly related to T1DM only. Instead, ageing and/or lifestyle associated comorbidities have to be considered as putative confounding variables. Therefore, we investigated pediatric T1DM patients (n = 28; 14.2 ± 2.51 y; duration of disease: 5.39 ± 4.16 y) without clinical signs of diabetic retina disease, neuropathy, vasculopathy or nephropathy and compared our findings with those obtained in healthy controls (n = 46; 14.8 ± 1.89 y). The SBP was characterized by the averaged length, thickness, and tortuosity of nerve fibers as well as the number of branching and connecting points. OCT was used to determine the total thickness of the retina (ALL) and the thickness of each retinal layer. Both methods revealed signs of early neurodegenerative changes, e.g. thinning of distinct retinal layers at the pericentral ring and shortening of corneal nerve fibers that are already present in pediatric T1DM patients. Standardization of instruments and algorithms are urgently required to enable uniform comparison between different groups and define normative values to introduce in the clinical setting.
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47
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The impact of diabetes on corneal nerve morphology and ocular surface integrity. Ocul Surf 2018; 16:45-57. [DOI: 10.1016/j.jtos.2017.10.006] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Revised: 10/03/2017] [Accepted: 10/26/2017] [Indexed: 12/11/2022]
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48
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Kalteniece A, Ferdousi M, Adam S, Schofield J, Azmi S, Petropoulos I, Soran H, Malik RA. Corneal confocal microscopy is a rapid reproducible ophthalmic technique for quantifying corneal nerve abnormalities. PLoS One 2017; 12:e0183040. [PMID: 28817609 PMCID: PMC5560560 DOI: 10.1371/journal.pone.0183040] [Citation(s) in RCA: 74] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2016] [Accepted: 07/28/2017] [Indexed: 02/02/2023] Open
Abstract
PURPOSE To assess the effect of applying a protocol for image selection and the number of images required for adequate quantification of corneal nerve pathology using in vivo corneal confocal microscopy (IVCCM). METHODS IVCCM was performed in 35 participants by a single examiner. For each participant, 4 observers used a standardized protocol to select 6 central corneal nerve images to assess the inter-observer variability. Furthermore, images were selected by a single observer on two occasions to assess intra-observer variability and the effect of sample size was assessed by comparing 6 with 12 images. Corneal nerve fiber density (CNFD), branch density (CNBD) and length (CNFL) were quantified using fully automated software. The data were compared using the intra class correlation coefficient (ICC) and Bland-Altman agreement plots for all experiments. RESULTS The ICC values for CNFD, CNBD and CNFL were 0.93 (P<0.0001), 0.96 (P<0.0001) and 0.95 (P<0.0001) for inter-observer variability and 0.95 (P<0.0001), 0.97 (P<0.001) and 0.97 (P<0.0001) for intra-observer variability. For sample size variability, ICC values were 0.94 (P<0.0001), 0.95 (P<0.0001), and 0.96 (P<0.0001) for CNFD, CNBD and CNFL. Bland-Altman plots showed excellent agreement for all parameters. CONCLUSIONS This study shows that implementing a standardized protocol to select IVCCM images results in high intra and inter-observer reproducibility for all corneal nerve parameters and 6 images are adequate for analysis. IVCCM could therefore be deployed in large multicenter clinical trials with confidence.
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Affiliation(s)
- Alise Kalteniece
- Institute of Cardiovascular Sciences, Cardiac Centre, Faculty of Medical and Human Sciences, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, United Kingdom
| | - Maryam Ferdousi
- Institute of Cardiovascular Sciences, Cardiac Centre, Faculty of Medical and Human Sciences, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, United Kingdom
| | - Safwaan Adam
- Institute of Cardiovascular Sciences, Cardiac Centre, Faculty of Medical and Human Sciences, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, United Kingdom
| | - Jonathan Schofield
- Institute of Cardiovascular Sciences, Cardiac Centre, Faculty of Medical and Human Sciences, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, United Kingdom
| | - Shazli Azmi
- Institute of Cardiovascular Sciences, Cardiac Centre, Faculty of Medical and Human Sciences, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, United Kingdom
| | - Ioannis Petropoulos
- Weill Cornell Medicine-Qatar, Research Division, Qatar Foundation, Education City, Doha, Qatar
| | - Handrean Soran
- Institute of Cardiovascular Sciences, Cardiac Centre, Faculty of Medical and Human Sciences, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, United Kingdom
| | - Rayaz A. Malik
- Institute of Cardiovascular Sciences, Cardiac Centre, Faculty of Medical and Human Sciences, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, United Kingdom
- Weill Cornell Medicine-Qatar, Research Division, Qatar Foundation, Education City, Doha, Qatar
- * E-mail: ,
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Edwards K, Pritchard N, Dehghani C, Vagenas D, Russell A, Malik RA, Efron N. Corneal confocal microscopy best identifies the development and progression of neuropathy in patients with type 1 diabetes. J Diabetes Complications 2017; 31:1325-1327. [PMID: 28551295 DOI: 10.1016/j.jdiacomp.2017.04.025] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2016] [Revised: 02/02/2017] [Accepted: 04/11/2017] [Indexed: 11/25/2022]
Abstract
A sub-set of 38 individuals with type 1 diabetes that fulfilled a strict criterion of "normal" classification for all 7 measures of neuropathy at baseline, were identified and followed. Corneal nerve morphology, as captured with corneal confocal microscopy demonstrated the greatest, and most sustained degeneration over a 4 year period.
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Affiliation(s)
- Katie Edwards
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Queensland, Australia.
| | - Nicola Pritchard
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Queensland, Australia
| | - Cirous Dehghani
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Queensland, Australia
| | - Dimitrios Vagenas
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Queensland, Australia
| | - Anthony Russell
- School of Medicine, University of Queensland, Queensland, Australia; Department of Diabetes and Endocrinology, Princess Alexandra Hospital, Woolloongabba, Queensland, Australia
| | - Rayaz A Malik
- Center for Endocrinology and Diabetes, Institute of Human Development, University of Manchester, Manchester, United Kingdom; Weill Cornell Medical College in Qatar, Doha, Qatar
| | - Nathan Efron
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Queensland, Australia
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50
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Srinivasan S, Dehghani C, Pritchard N, Edwards K, Russell AW, Malik RA, Efron N. Optical coherence tomography predicts 4-year incident diabetic neuropathy. Ophthalmic Physiol Opt 2017; 37:451-459. [DOI: 10.1111/opo.12391] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Accepted: 04/06/2017] [Indexed: 12/19/2022]
Affiliation(s)
- Sangeetha Srinivasan
- Institute of Health and Biomedical Innovation; Queensland University of Technology; Brisbane Australia
| | - Cirous Dehghani
- Institute of Health and Biomedical Innovation; Queensland University of Technology; Brisbane Australia
| | - Nicola Pritchard
- Institute of Health and Biomedical Innovation; Queensland University of Technology; Brisbane Australia
| | - Katie Edwards
- Institute of Health and Biomedical Innovation; Queensland University of Technology; Brisbane Australia
| | - Anthony W. Russell
- Princess Alexandra Hospital; Woolloongabba, Brisbane Australia
- School of Medicine; University of Queensland; Woolloongabba, Brisbane Australia
| | - Rayaz A. Malik
- Weill Cornell Medicine-Qatar; Doha Qatar
- Central Manchester University Hospitals Foundation Trust; Manchester UK
| | - Nathan Efron
- Institute of Health and Biomedical Innovation; Queensland University of Technology; Brisbane Australia
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