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Alam U, Petropoulos IN, Ponirakis G, Ferdousi M, Asghar O, Jeziorska M, Marshall A, Boulton AJM, Efron N, Malik RA. Vitamin D deficiency is associated with painful diabetic neuropathy. Diabetes Metab Res Rev 2021; 37:e3361. [PMID: 32506740 DOI: 10.1002/dmrr.3361] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 05/12/2020] [Accepted: 05/18/2020] [Indexed: 11/11/2022]
Abstract
BACKGROUND The aetiology of painful diabetic neuropathy is unclear. We have evaluated vitamin D levels in diabetic patients with and without painful neuropathy. METHODS Forty-three patients with type 1 diabetes and painless (DPN) (n = 20) or painful (PDN) (n = 23) neuropathy and 14 non-diabetic healthy control subjects (C) underwent assessment of neurologic deficits, quantitative sensory testing (QST), electrophysiology, skin biopsy, corneal confocal microscopy (CCM) and measurement of serum 25(OH)D. RESULTS There were no significant differences for age, BMI, HbA1c , lipids, neurological deficits, QST, electrophysiology, intra-epidermal nerve fibre density (IENFD) and corneal nerve morphology between patients with DPN and PDN. Both positive (hyperalgesia and allodynia) and negative symptoms (paraesthesia and numbness) of diabetic neuropathy were greater in PDN compared with DPN (P = .009 and P = .02, respectively). Serum 25(OH)D levels were significantly lower in PDN (24.0 ± 14.1 ng/mL) compared with DPN (34.6 ± 15.0 ng/mL, P = .01) and controls (34.1 ± 8.6 ng/mL, P = .03). The odds ratio in favour of painful diabetic neuropathy was 9.8 [P = .003 (95% CI, 2.2-76.4)] for vitamin D deficiency (<20 ng/mL) and 4.4 [P = .03 (95% CI, 1.1-19.8)] for vitamin D insufficiency (<30 ng/mL). CONCLUSIONS This study suggests that vitamin D deficiency and insufficiency are associated with painful diabetic neuropathy.
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Affiliation(s)
- Uazman Alam
- Department of Cardiovascular & Metabolic Medicine and the Pain Research Institute, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK
- Department of Diabetes, Endocrinology & Gastroenterology, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | | | - Georgios Ponirakis
- Weill Cornell Medicine-Qatar, Research Division, Qatar Foundation, Doha, Qatar
| | - Maryam Ferdousi
- Institute of Cardiovascular Sciences, Cardiac Centre, Faculty of Medical and Human Sciences, University of Manchester and NIHR Clinical Research Facility, Manchester, UK
| | - Omar Asghar
- Institute of Cardiovascular Sciences, Cardiac Centre, Faculty of Medical and Human Sciences, University of Manchester and NIHR Clinical Research Facility, Manchester, UK
| | - Maria Jeziorska
- Institute of Cardiovascular Sciences, Cardiac Centre, Faculty of Medical and Human Sciences, University of Manchester and NIHR Clinical Research Facility, Manchester, UK
| | - Andrew Marshall
- Pain Research Institute, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK
| | - Andrew J M Boulton
- Institute of Cardiovascular Sciences, Cardiac Centre, Faculty of Medical and Human Sciences, University of Manchester and NIHR Clinical Research Facility, Manchester, UK
| | - Nathan Efron
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Australia
| | - Rayaz A Malik
- Weill Cornell Medicine-Qatar, Research Division, Qatar Foundation, Doha, Qatar
- Institute of Cardiovascular Sciences, Cardiac Centre, Faculty of Medical and Human Sciences, University of Manchester and NIHR Clinical Research Facility, Manchester, UK
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Jin HY, Moon SS, Calcutt NA. Lost in Translation? Measuring Diabetic Neuropathy in Humans and Animals. Diabetes Metab J 2021; 45:27-42. [PMID: 33307618 PMCID: PMC7850880 DOI: 10.4093/dmj.2020.0216] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 10/06/2020] [Indexed: 12/21/2022] Open
Abstract
The worldwide diabetes epidemic is estimated to currently afflict almost 500 million persons. Long-term diabetes damages multiple organ systems with the blood vessels, eyes, kidneys and nervous systems being particularly vulnerable. These complications of diabetes reduce lifespan, impede quality of life and impose a huge social and economic burden on both the individual and society. Peripheral neuropathy is a debilitating complication that will impact over half of all persons with diabetes. There is no treatment for diabetic neuropathy and a disturbingly long history of therapeutic approaches showing promise in preclinical studies but failing to translate to the clinic. These failures have prompted re-examination of both the animal models and clinical trial design. This review focuses on the functional and structural parameters used as indices of peripheral neuropathy in preclinical and clinical studies and the extent to which they share a common pathogenesis and presentation. Nerve conduction studies in large myelinated fibers have long been the mainstay of preclinical efficacy screening programs and clinical trials, supplemented by quantitative sensory tests. However, a more refined approach is emerging that incorporates measures of small fiber density in the skin and cornea alongside these traditional assays at both preclinical and clinical phases.
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Affiliation(s)
- Heung Yong Jin
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Jeonbuk National University Medical School, Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju,
USA
| | - Seong-Su Moon
- Department of Internal Medicine, Dongguk University College of Medicine, Gyeongju,
USA
- Division of Endocrinology, Department of Internal Medicine, Nazareth General Hospital, Daegu,
Korea,
USA
| | - Nigel A. Calcutt
- Department of Pathology, University of California San Diego, La Jolla, CA,
USA
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Ferdousi M, Kalteniece A, Azmi S, Petropoulos IN, Worthington A, D'Onofrio L, Dhage S, Ponirakis G, Alam U, Marshall A, Faber CG, Lauria G, Soran H, Malik RA. Corneal confocal microscopy compared with quantitative sensory testing and nerve conduction for diagnosing and stratifying the severity of diabetic peripheral neuropathy. BMJ Open Diabetes Res Care 2020; 8:8/2/e001801. [PMID: 33355206 PMCID: PMC7754626 DOI: 10.1136/bmjdrc-2020-001801] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 10/28/2020] [Accepted: 11/21/2020] [Indexed: 12/11/2022] Open
Abstract
INTRODUCTION Diabetic neuropathy can be diagnosed and assessed using a number of techniques including corneal confocal microscopy (CCM). RESEARCH DESIGN AND METHODS We have undertaken quantitative sensory testing, nerve conduction studies and CCM in 143 patients with type 1 and type 2 diabetes without neuropathy (n=51), mild neuropathy (n=47) and moderate to severe neuropathy (n=45) and age-matched controls (n=30). RESULTS Vibration perception threshold (p<0.0001), warm perception threshold (WPT) (p<0.001), sural nerve conduction velocity (SNCV) (p<0.001), corneal nerve fiber density (CNFD) (p<0.0001), corneal nerve branch density (CNBD) (p<0.0001), corneal nerve fiber length (CNFL) (p=0.002), inferior whorl length (IWL) (p=0.0001) and average nerve fiber length (ANFL) (p=0.0001) showed a progressive abnormality with increasing severity of diabetic neuropathy. Receiver operating characteristic curve analysis for the diagnosis of diabetic neuropathy showed comparable performance in relation to the area under the curve (AUC) but differing sensitivities and specificities for vibration perception threshold (AUC 0.79, sensitivity 55%, specificity 90%), WPT (AUC 0.67, sensitivity 50%, specificity 76%), cold perception threshold (AUC 0.64, sensitivity 80%, specificity 47%), SNCV (AUC 0.70, sensitivity 76%, specificity 54%), CNFD (AUC 0.71, sensitivity 58%, specificity 83%), CNBD (AUC 0.70, sensitivity 69%, specificity 65%), CNFL (AUC 0.68, sensitivity 64%, specificity 67%), IWL (AUC 0.72, sensitivity 70%, specificity 65%) and ANFL (AUC 0.72, sensitivity 71%, specificity 66%). CONCLUSION This study shows that CCM identifies early and progressive corneal nerve loss at the inferior whorl and central cornea and has comparable utility with quantitative sensory testing and nerve conduction in the diagnosis of diabetic neuropathy.
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Affiliation(s)
- Maryam Ferdousi
- Division of Cardiovascular Sciences, Cardiac Centre, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - Alise Kalteniece
- Division of Cardiovascular Sciences, Cardiac Centre, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - Shazli Azmi
- Division of Cardiovascular Sciences, Cardiac Centre, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | | | - Anne Worthington
- Division of Cardiovascular Sciences, Cardiac Centre, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - Luca D'Onofrio
- Department of Experimental Medicine, University of Rome La Sapienza, Roma, Lazio, Italy
| | - Shaishav Dhage
- Division of Cardiovascular Sciences, Cardiac Centre, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | | | - Uazman Alam
- Division of Cardiovascular Sciences, Cardiac Centre, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - Andrew Marshall
- Division of Cardiovascular Sciences, Cardiac Centre, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - Catharina G Faber
- Department of Neurology, Maastricht University, Maastricht, Limburg, The Netherlands
| | - Giuseppe Lauria
- Department of Clinical Neurosciences, Università di Milano - Fondazione I.R.C.C.S. Istituto Neurologico Carlo Besta, Milan, Italy
| | - Handrean Soran
- Division of Cardiovascular Sciences, Cardiac Centre, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
- University Department of Medicine, Central Manchester University Hospitals NHS Foundation Trust, Manchester, Greater Manchester, UK
| | - Rayaz A Malik
- Division of Cardiovascular Sciences, Cardiac Centre, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
- Research Division, Weill Cornell Medical College in Qatar, Doha, Qatar
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Giannaccare G, Bolognesi F, Biglioli F, Marchetti C, Mariani S, Weiss JS, Allevi F, Cazzola FE, Ponzin D, Lozza A, Bovone C, Scorcia V, Busin M, Campos EC. In Vivo and Ex Vivo Comprehensive Evaluation of Corneal Reinnervation in Eyes Neurotized With Contralateral Supratrochlear and Supraorbital Nerves. Cornea 2020; 39:210-214. [PMID: 31335523 DOI: 10.1097/ico.0000000000002083] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
PURPOSE To use an automated morphometric analysis system of in vivo confocal microscopy (IVCM) images for evaluating reinnervation occurring at the subbasal nerve plexus (SNP) after direct corneal neurotization (DCN) and to further report neurophysiological and histopathological findings. METHODS Prospective interventional case series including 3 eyes with neurotrophic keratitis that underwent DCN. Deep anterior lamellar keratoplasty was performed 18 months after DCN in patient 1. The following evaluations were performed before and at 3, 6, and 12 months after DCN: clinical evolution of keratitis; corneal sensitivity; IVCM images of the SNP analyzed with "ACCMetrics;" neurophysiological study of corneal reflex. Protein gene product 9.5 immunofluorescence staining assay and transmission electron microscopy were conducted on the neurotized button excised during deep anterior lamellar keratoplasty. RESULTS Complete healing was obtained in all patients by 3 months postoperatively. Corneal sensitivity was absent preoperatively in all eyes and improved after surgery, reaching an average value of 30 mm 1 year postoperatively. The corneal SNP was not visible at IVCM in any of the cases preoperatively and became visible by 3 months postoperatively, showing IVCM metrics comparable to normal contralateral eyes at 1 year. In all cases, neurophysiological evaluation showed a partial recovery of the electrical activity of the cornea. In patient 1, protein gene product (PGP) 9.5 staining of neurotized cornea showed nerve fascicles at the SNP, whereas transmission electron microscopy showed amyelinic nerve axons and nerve endings. CONCLUSIONS The corneal SNP exhibited IVCM metrics comparable to the normal contralateral eye 1 year after DCN. Ex vivo histopathological assessment of neurotized corneas confirmed the presence of nerves with normal ultrastructure.
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Affiliation(s)
- Giuseppe Giannaccare
- Ophthalmology Unit, DIMES, S.Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy.,Department of Ophthalmology, University "Magna Graecia," Catanzaro, Italy
| | - Federico Bolognesi
- Oral and Maxillofacial Surgery, S.Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Federico Biglioli
- Department of Maxillofacial Surgery, San Paolo Hospital, University of Milan, Milan, Italy
| | - Claudio Marchetti
- Oral and Maxillofacial Surgery, S.Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Silvia Mariani
- Ophthalmology Unit, DIMES, S.Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Jayne S Weiss
- Department of Ophthalmology, Pathology and Pharmacology, Louisiana State University Health Sciences Center, Louisiana State University Eye Center, New Orleans, LA
| | - Fabiana Allevi
- Department of Maxillofacial Surgery, San Paolo Hospital, University of Milan, Milan, Italy
| | - Federica E Cazzola
- Ophthalmology Unit, DIMES, S.Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Diego Ponzin
- International Center for Ocular Physiopathology, the Veneto Eye Bank Foundation, Venice, Italy
| | - Alessandro Lozza
- Service of Neurophysiopathology-National Neurological Institute "C. Mondino," Pavia, Italy
| | - Cristina Bovone
- Department of Ophthalmology, Ospedale Privato "Villa Igea," Forlì, Italy.,Istituto Internazionale per la Ricerca e Formazione in Oftalmologia (IRFO), Forlì, Italy; and.,Department of Morphology, Surgery and Experimental Surgery, University of Ferrara, Ferrara, Italy
| | - Vincenzo Scorcia
- Department of Ophthalmology, University "Magna Graecia," Catanzaro, Italy
| | - Massimo Busin
- Department of Ophthalmology, Ospedale Privato "Villa Igea," Forlì, Italy.,Istituto Internazionale per la Ricerca e Formazione in Oftalmologia (IRFO), Forlì, Italy; and.,Department of Morphology, Surgery and Experimental Surgery, University of Ferrara, Ferrara, Italy
| | - Emilio C Campos
- Ophthalmology Unit, DIMES, S.Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
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Wang M, Zhang C, Zuo A, Li L, Chen L, Hou X. Diagnostic utility of corneal confocal microscopy in type 2 diabetic peripheral neuropathy. J Diabetes Investig 2020; 12:574-582. [PMID: 32745370 PMCID: PMC8015829 DOI: 10.1111/jdi.13381] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 07/22/2020] [Accepted: 07/28/2020] [Indexed: 12/14/2022] Open
Abstract
Aims/Introduction The early pathological changes of diabetic peripheral neuropathy (DPN) are mainly small nerve fiber injuries. Corneal confocal microscopy (CCM) is an easy, rapid, non‐invasive and repeatable technique to detect the damage of small nerve fibers. The purpose of this study was to explore the application of CCM in DPN and other chronic complications of type 2 diabetes mellitus. Materials and Methods A total of 220 individuals (48 normal healthy control participants and 172 patients with type 2 diabetes mellitus) were included in the study. All participants were assessed and scored for neurological symptoms and neurological deficits, quantitative sensory test, neuroelectrophysiological test, and CCM. Results Corneal nerve fiber density, corneal nerve fiber length and corneal nerve branch density were significantly reduced in patients with type 2 diabetes mellitus compared with normal healthy control subjects (P < 0.001, P < 0.001 and P < 0.001, respectively). In the DPN group, corneal nerve fiber density, corneal nerve branch density and corneal nerve fiber length were significantly lower than for patients without DPN (P < 0.001, P < 0.001 and P < 0.001, respectively). Receiver operating characteristic analysis showed that the optimal cut‐off values were 24.68, 39 and 15.315, respectively, in which corneal nerve fiber density and corneal nerve fiber length had moderate sensitivity and specificity. Conclusion This study provides more support for the clinical use of CCM to diagnose type 2 diabetes mellitus‐related complications, especially DPN.
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Affiliation(s)
- Meijian Wang
- Department of Endocrinology, Qilu Hospital, Shandong University, Qingdao, Shandong, China
| | - Cong Zhang
- Department of School of Biological & Chemical Engineering, Qingdao Technical College, Qingdao, Shandong, China
| | - Anju Zuo
- Department of Endocrinology, Qilu Hospital, Shandong University, Ji'nan, Shandong, China
| | - Lili Li
- Department of Ultrasound, Qilu Hospital, Shandong University, Qingdao, Shandong, China
| | - Li Chen
- Department of Endocrinology, Qilu Hospital, Shandong University, Ji'nan, Shandong, China
| | - Xinguo Hou
- Department of Endocrinology, Qilu Hospital, Shandong University, Ji'nan, Shandong, China
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Corneal nerves in diabetes-The role of the in vivo corneal confocal microscopy of the subbasal nerve plexus in the assessment of peripheral small fiber neuropathy. Surv Ophthalmol 2020; 66:493-513. [PMID: 32961210 DOI: 10.1016/j.survophthal.2020.09.003] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Revised: 09/10/2020] [Accepted: 09/14/2020] [Indexed: 02/06/2023]
Abstract
The cornea's intense innervation is responsible for corneal trophism and ocular surface hemostasis maintenance. Corneal diabetic neuropathy affects subbasal nerve plexus, with progressive alteration of nerves' morphology and density. The quantitative analysis of nerve fibers can be performed with in vivo corneal confocal microscopy considering the main parameters such as corneal nerve fibers length, corneal nerve fibers density, corneal nerve branching density, tortuosity coefficient, and beadings frequency. As the nerve examination permits the detection of early changes occurring in diabetes, the invivo corneal confocal microscopy becomes, over time, an important tool for diabetic polyneuropathy assessment and follow-up. In this review, we summarize the actual evidence about corneal nerve changes in diabetes and the relationship between the grade of alterations and the duration and severity of the disease. We aim at understanding how diabetes impacts corneal nerves and how it correlates with sensorimotor peripheral polyneuropathy and retinal complications. We also attempt to analyze the safety of the most common surgical procedures such as cataract and refractive surgery in diabetic patients and to highlight the specific risk factors. We believe that information about the corneal nerve fibers' condition obtained from the in vivo subbasal nerve plexus investigation may be crucial in monitoring peripheral small fiber polyneuropathy and that it will help with decision-making in ophthalmic surgery in diabetic patients.
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57
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Guillon-Rolf R, Hau S, Larkin DFP. Clinical and confocal imaging findings in congenital corneal anaesthesia. Br J Ophthalmol 2020; 105:1491-1496. [PMID: 32933933 DOI: 10.1136/bjophthalmol-2020-316672] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 07/29/2020] [Accepted: 08/31/2020] [Indexed: 11/03/2022]
Abstract
BACKGROUND/AIMS Congenital corneal anaesthesia (CCA) is an uncommon cause of corneal ulceration in young patients, with a reported poor visual prognosis. We correlated clinical findings in patients with CCA with corneal sub-basal nerve plexus (SBNP) morphology and dendritiform cell density (DCD) on confocal microscopy. METHODS A prospective, case-control study was conducted at a referral clinic. History includied presenting features in patients with CCA, clinical course and examination findings. Differences in SBNP morphology and DCD on in vivo confocal microscopy (IVCM) were compared in cases and control subjects with healthy corneas. RESULTS Eight patients with CCA were examined, of which three had a diagnosis of familial dysautonomia. Age at initial diagnosis of corneal disease ranged from infancy to 22 years, the most common presentation being corneal ulceration. All patients with CCA except one with optic neuropathy had corrected visual acuity 6/18 (logMAR 0.35) or better in at least one eye. Measured corneal sensation was minimal in all patients. Major abnormalities were found on confocal microscopy in all patients with CCA, whether or not inherited, including statistically significant reduction in SBNP nerve fibre density, fibre length and branch density. Increased DCD in superficial cornea was found in all patients with CCA. CONCLUSION Good visual acuity can be maintained in eyes with corneal anaesthesia present from birth. IVCM provides direct evidence of a morphological correlate for measured corneal anaesthesia. Increased DCD may indicate an enhanced role for innate immune cells in superficial cornea in protection of the anaesthetic ocular surface.
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Affiliation(s)
| | - Scott Hau
- External Diseases Service, Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Daniel F P Larkin
- External Diseases Service, Moorfields Eye Hospital NHS Foundation Trust, London, UK
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Abstract
SIGNIFICANCE This study evaluated the effects scleral lens wear has on corneal health using fluorometry and in vivo confocal microscopy. No subclinical changes on healthy corneas of young subjects were observed during 3 months of scleral lens wear. PURPOSE This study aimed to evaluate the effects 3 months of scleral lens wear has on the corneal epithelial barrier function, dendritic cell density, and nerve fiber morphology. METHODS Twenty-seven neophytes (mean [standard deviation] age, 21.4 [3.9] years) wore scleral lenses of a fluorosilicone acrylate material bilaterally (97 Dk, 15.6 to 16.0-mm diameter) for 3 months without overnight wear. Subjects were randomized to use either Addipak (n = 12) or PuriLens Plus (n = 15) during lens insertion. Measurements of corneal epithelial permeability to fluorescein were performed with automated scanning fluorophotometer (Fluorotron Master; Ocumetrics, Mountain View, CA) on the central cornea of the right eye and the temporal corneal periphery of the left eye. Images of the distributions of corneal nerve fibers and dendritic cells and nerve fibers were captured in vivo with a confocal laser scanning microscope (Heidelberg Retina Tomograph, Rostock Cornea Module; Heidelberg Engineering, Heidelberg, Germany) on the central and inferior peripheral cornea of the left eye. Corneal measurements and imaging were performed at baseline and after 1 and 3 months of lens wear. RESULTS The corneal permeability values in natural log, dendritic cell densities, and nerve fiber morphology did not significantly change from baseline to 1 and 3 months of lens wear, for both central and peripheral corneal regions (P > .05). Dendritic cell density at the inferior cornea was higher than the central cornea throughout the study (P < .001). No relationships were observed between each outcome measurements and the saline solution groups (P > .05). CONCLUSIONS Scleral lens wear for 3 months on healthy cornea of young subjects did not affect corneal epithelial barrier function, nerve fiber, and dendritic cell densities. Buffered and nonbuffered saline solutions impacted the corneal health in similar ways.
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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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Røikjer J, Mørch CD, Ejskjaer N. Diabetic Peripheral Neuropathy: Diagnosis and Treatment. Curr Drug Saf 2020; 16:2-16. [PMID: 32735526 DOI: 10.2174/1574886315666200731173113] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 06/04/2020] [Accepted: 06/16/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND Diabetic peripheral neuropathy (DPN) is traditionally divided into large and small fibre neuropathy (SFN). Damage to the large fibres can be detected using nerve conduction studies (NCS) and often results in a significant reduction in sensitivity and loss of protective sensation, while damage to the small fibres is hard to reliably detect and can be either asymptomatic, associated with insensitivity to noxious stimuli, or often manifests itself as intractable neuropathic pain. OBJECTIVE To describe the recent advances in both detection, grading, and treatment of DPN as well as the accompanying neuropathic pain. METHODS A review of relevant, peer-reviewed, English literature from MEDLINE, EMBASE and Cochrane Library between January 1st 1967 and January 1st 2020 was used. RESULTS We identified more than three hundred studies on methods for detecting and grading DPN, and more than eighty randomised-controlled trials for treating painful diabetic neuropathy. CONCLUSION NCS remains the method of choice for detecting LFN in people with diabetes, while a gold standard for the detection of SFN is yet to be internationally accepted. In the recent years, several methods with huge potential for detecting and grading this condition have become available including skin biopsies and corneal confocal microscopy, which in the future could represent reliable endpoints for clinical studies. While several newer methods for detecting SFN have been developed, no new drugs have been accepted for treating neuropathic pain in people with diabetes. Tricyclic antidepressants, serotonin-norepinephrine reuptake inhibitors and anticonvulsants remain first line treatment, while newer agents targeting the proposed pathophysiology of DPN are being developed.
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Affiliation(s)
- Johan Røikjer
- Department of Health Science and Technology, Aalborg University Hospital, Aalborg University, Aalborg, Denmark
| | - Carsten Dahl Mørch
- Department of Health Science and Technology, Aalborg University Hospital, Aalborg University, Aalborg, Denmark
| | - Niels Ejskjaer
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
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Schaldemose EL, Hammer RE, Ferdousi M, Malik RA, Nyengaard JR, Karlsson P. An unbiased stereological method for corneal confocal microscopy in patients with diabetic polyneuropathy. Sci Rep 2020; 10:12550. [PMID: 32724219 PMCID: PMC7387541 DOI: 10.1038/s41598-020-69314-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 07/10/2020] [Indexed: 01/26/2023] Open
Abstract
Corneal confocal microscopy (CCM) derived corneal nerve measures are lower in diabetic sensorimotor polyneuropathy (DSPN). There are, however, methodological challenges in relation to adequate and unbiased sampling of images with objective corneal nerve quantification. Here we compare a new sampling method and adjusted area calculation with established methods of corneal nerve quantification in patients with and without DSPN and healthy controls. CCM images from 26 control subjects and 62 patients with type 1 diabetes with (n = 17) and without (n = 45) DSPN were analyzed. The images were randomly selected and corneal nerve fiber length (CNFL), corneal nerve fiber branch density (CNBD) and corneal nerve fiber density (CNFD) were determined in both a manual and automated manner. The new method generated 8–40% larger corneal nerve parameters compared to the standard procedure (p < 0.05). CNFL was significantly reduced using the new method for both manual and automated analysis; whilst CNFD and CNBD were significantly reduced using the automated method in both diabetic groups compared with controls. The new, objective method showed a reduction in corneal nerve parameters in diabetic patients with and without DSPN. We recommend using a randomized sampling method and area-dependent analysis to enable objective unbiased corneal nerve quantification.
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Affiliation(s)
| | - Rasmus E Hammer
- Department of Clinical Medicine - Core Centre for Molecular Morphology, Section for Stereology and Microscopy, Aarhus University, Aarhus, Denmark
| | - Maryam Ferdousi
- Centre for Endocrinology and Diabetes, Institute of Human Development, Manchester Academic Health Science Centre, Manchester, UK.,Division of Medicine, Weill Cornell Medical College in Qatar, Doha, Qatar
| | - Rayaz A Malik
- Centre for Endocrinology and Diabetes, Institute of Human Development, Manchester Academic Health Science Centre, Manchester, UK.,Division of Medicine, Weill Cornell Medical College in Qatar, Doha, Qatar
| | - Jens R Nyengaard
- Department of Clinical Medicine - Core Centre for Molecular Morphology, Section for Stereology and Microscopy, Aarhus University, Aarhus, Denmark.,Centre for Stochastic Geometry and Advanced Bioimaging, Aarhus University Hospital, Aarhus, Denmark
| | - Páll Karlsson
- Danish Pain Research Center, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine - Core Centre for Molecular Morphology, Section for Stereology and Microscopy, Aarhus University, Aarhus, Denmark
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Chin JY, Yang LWY, Ji AJS, Nubile M, Mastropasqua L, Allen JC, Mehta JS, Liu YC. Validation of the Use of Automated and Manual Quantitative Analysis of Corneal Nerve Plexus Following Refractive Surgery. Diagnostics (Basel) 2020; 10:E493. [PMID: 32708510 PMCID: PMC7400400 DOI: 10.3390/diagnostics10070493] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 07/14/2020] [Accepted: 07/15/2020] [Indexed: 11/16/2022] Open
Abstract
Following refractive surgery, the cornea is denervated and re-innervated, hence a reproducible tool to objectively quantify this change is warranted. This study aimed to determine the repeatability and reproducibility of corneal nerve quantification between automated (ACCMetrics) and manual software (CCMetrics) following refractive surgery. A total of 1007 in vivo confocal microscopy images from 20 post-small incision lenticule extraction (SMILE) or post-laser-assisted in situ keratomileusis (LASIK) patients were evaluated by two independent observers using CCMetrics for corneal nerve fibre density (CNFD), corneal nerve branch density (CNBD), and corneal nerve fibre length (CNFL). Intra-observer and inter-observer reproducibility and repeatability, as well as agreement and correlation between the measurements obtained by ACCMetrics and CCMetrics, were assessed. We found that CNFL demonstrated the best intra- and inter-observer agreement followed by CNFD (intra-class correlation coefficient (ICC) = 0.799 and 0.740, respectively for CNFL; 0.757 and 0.728 for CNFD). CNBD demonstrated poorest intra- and inter-observer ICC. There was an underestimation in ACCMetrics measurements compared to CCMetrics measurements, although the differences were not significant. Our data suggested that both automated and manual methods can be used as reliable tools for the evaluation of corneal nerve status following refractive surgery. However, the measurements obtained with different methods are not interchangeable.
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Affiliation(s)
- Jia Ying Chin
- Singapore Eye Research Institute, Singapore 168751, Singapore; (J.Y.C.); (L.W.Y.Y.); (A.J.S.J.); (J.S.M.)
- School of Medicine, Trinity College Dublin, D02 PN40 Dublin, Ireland
| | - Lily Wei Yun Yang
- Singapore Eye Research Institute, Singapore 168751, Singapore; (J.Y.C.); (L.W.Y.Y.); (A.J.S.J.); (J.S.M.)
| | - Angel Jung Se Ji
- Singapore Eye Research Institute, Singapore 168751, Singapore; (J.Y.C.); (L.W.Y.Y.); (A.J.S.J.); (J.S.M.)
| | - Mario Nubile
- Ophthalmic Clinic, University “G d’Annunzio” of Chieti-Pescara, Via dei Vestini, 66100 Chieti, Italy; (M.N.); (L.M.)
| | - Leonardo Mastropasqua
- Ophthalmic Clinic, University “G d’Annunzio” of Chieti-Pescara, Via dei Vestini, 66100 Chieti, Italy; (M.N.); (L.M.)
| | - John Carson Allen
- Department of Biostatistics, Duke-NUS Medical School, Singapore 169857, Singapore;
| | - Jodhbir S. Mehta
- Singapore Eye Research Institute, Singapore 168751, Singapore; (J.Y.C.); (L.W.Y.Y.); (A.J.S.J.); (J.S.M.)
- Department of Cornea and External Eye Disease, Singapore National Eye Centre, Singapore 168751, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore 169857, Singapore
| | - Yu-Chi Liu
- Singapore Eye Research Institute, Singapore 168751, Singapore; (J.Y.C.); (L.W.Y.Y.); (A.J.S.J.); (J.S.M.)
- Department of Cornea and External Eye Disease, Singapore National Eye Centre, Singapore 168751, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore 169857, Singapore
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63
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Potential use of corneal confocal microscopy in the diagnosis of Parkinson's disease associated neuropathy. Transl Neurodegener 2020; 9:28. [PMID: 32611440 PMCID: PMC7330988 DOI: 10.1186/s40035-020-00204-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2019] [Accepted: 06/01/2020] [Indexed: 02/07/2023] Open
Abstract
Parkinson’s disease (PD) is a chronic, progressive neurodegenerative disease affecting about 2–3% of population above the age of 65. In recent years, Parkinson’s research has mainly focused on motor and non-motor symptoms while there are limited studies on neurodegeneration which is associated with balance problems and increased incidence of falls. Corneal confocal microscopy (CCM) is a real-time, non-invasive, in vivo ophthalmic imaging technique for quantifying nerve damage in peripheral neuropathies and central neurodegenerative disorders. CCM has shown significantly lower corneal nerve fiber density (CNFD) in patients with PD compared to healthy controls. Reduced CNFD is associated with decreased intraepidermal nerve fiber density in PD. This review provides an overview of the ability of CCM to detect nerve damage associated with PD.
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Oakley JD, Russakoff DB, McCarron ME, Weinberg RL, Izzi JM, Misra SL, McGhee CN, Mankowski JL. Deep learning-based analysis of macaque corneal sub-basal nerve fibers in confocal microscopy images. EYE AND VISION (LONDON, ENGLAND) 2020; 7:27. [PMID: 32420401 PMCID: PMC7206808 DOI: 10.1186/s40662-020-00192-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Accepted: 04/16/2020] [Indexed: 02/04/2023]
Abstract
BACKGROUND To develop and validate a deep learning-based approach to the fully-automated analysis of macaque corneal sub-basal nerves using in vivo confocal microscopy (IVCM). METHODS IVCM was used to collect 108 images from 35 macaques. 58 of the images from 22 macaques were used to evaluate different deep convolutional neural network (CNN) architectures for the automatic analysis of sub-basal nerves relative to manual tracings. The remaining images were used to independently assess correlations and inter-observer performance relative to three readers. RESULTS Correlation scores using the coefficient of determination between readers and the best CNN averaged 0.80. For inter-observer comparison, inter-correlation coefficients (ICCs) between the three expert readers and the automated approach were 0.75, 0.85 and 0.92. The ICC between all four observers was 0.84, the same as the average between the CNN and individual readers. CONCLUSIONS Deep learning-based segmentation of sub-basal nerves in IVCM images shows high to very high correlation to manual segmentations in macaque data and is indistinguishable across readers. As quantitative measurements of corneal sub-basal nerves are important biomarkers for disease screening and management, the reported work offers utility to a variety of research and clinical studies using IVCM.
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Affiliation(s)
| | | | - Megan E. McCarron
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Rachel L. Weinberg
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Jessica M. Izzi
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Stuti L. Misra
- Department of Ophthalmology, Faculty of Medical and Health Sciences, New Zealand National Eye Centre, University of Auckland, Auckland, New Zealand
| | - Charles N. McGhee
- Department of Ophthalmology, Faculty of Medical and Health Sciences, New Zealand National Eye Centre, University of Auckland, Auckland, New Zealand
| | - Joseph L. Mankowski
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD USA
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66
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Williams BM, Borroni D, Liu R, Zhao Y, Zhang J, Lim J, Ma B, Romano V, Qi H, Ferdousi M, Petropoulos IN, Ponirakis G, Kaye S, Malik RA, Alam U, Zheng Y. An artificial intelligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation study. Diabetologia 2020; 63:419-430. [PMID: 31720728 PMCID: PMC6946763 DOI: 10.1007/s00125-019-05023-4] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Accepted: 08/30/2019] [Indexed: 12/31/2022]
Abstract
AIMS/HYPOTHESIS Corneal confocal microscopy is a rapid non-invasive ophthalmic imaging technique that identifies peripheral and central neurodegenerative disease. Quantification of corneal sub-basal nerve plexus morphology, however, requires either time-consuming manual annotation or a less-sensitive automated image analysis approach. We aimed to develop and validate an artificial intelligence-based, deep learning algorithm for the quantification of nerve fibre properties relevant to the diagnosis of diabetic neuropathy and to compare it with a validated automated analysis program, ACCMetrics. METHODS Our deep learning algorithm, which employs a convolutional neural network with data augmentation, was developed for the automated quantification of the corneal sub-basal nerve plexus for the diagnosis of diabetic neuropathy. The algorithm was trained using a high-end graphics processor unit on 1698 corneal confocal microscopy images; for external validation, it was further tested on 2137 images. The algorithm was developed to identify total nerve fibre length, branch points, tail points, number and length of nerve segments, and fractal numbers. Sensitivity analyses were undertaken to determine the AUC for ACCMetrics and our algorithm for the diagnosis of diabetic neuropathy. RESULTS The intraclass correlation coefficients for our algorithm were superior to those for ACCMetrics for total corneal nerve fibre length (0.933 vs 0.825), mean length per segment (0.656 vs 0.325), number of branch points (0.891 vs 0.570), number of tail points (0.623 vs 0.257), number of nerve segments (0.878 vs 0.504) and fractals (0.927 vs 0.758). In addition, our proposed algorithm achieved an AUC of 0.83, specificity of 0.87 and sensitivity of 0.68 for the classification of participants without (n = 90) and with (n = 132) neuropathy (defined by the Toronto criteria). CONCLUSIONS/INTERPRETATION These results demonstrated that our deep learning algorithm provides rapid and excellent localisation performance for the quantification of corneal nerve biomarkers. This model has potential for adoption into clinical screening programmes for diabetic neuropathy. DATA AVAILABILITY The publicly shared cornea nerve dataset (dataset 1) is available at http://bioimlab.dei.unipd.it/Corneal%20Nerve%20Tortuosity%20Data%20Set.htm and http://bioimlab.dei.unipd.it/Corneal%20Nerve%20Data%20Set.htm.
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Affiliation(s)
- Bryan M Williams
- Department of Eye and Vision Science, University of Liverpool, William Henry Duncan Building, 6 West Derby Street, Liverpool, L7 8TX, UK
- St Paul's Eye Unit, Royal Liverpool University Hospital, Liverpool, UK
- Data Science Institute, Lancaster University, Lancaster, UK
| | - Davide Borroni
- St Paul's Eye Unit, Royal Liverpool University Hospital, Liverpool, UK
- Department of Ophthalmology, Riga Stradins University, Riga, Latvia
| | - Rongjun Liu
- Department of Ophthalmology, Peking University Third Hospital, Beijing, China
| | - Yitian Zhao
- St Paul's Eye Unit, Royal Liverpool University Hospital, Liverpool, UK
- Cixi Institute of Biomedical Engineering, Ningbo Institute of Industrial Technology, Chinese Academy of Sciences, Ningbo, China
| | - Jiong Zhang
- Laboratory of Neuro Imaging, Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Jonathan Lim
- Department of Endocrinology and Diabetes, University Hospital Aintree, Longmoor Lane, Liverpool, UK
| | - Baikai Ma
- Department of Ophthalmology, Peking University Third Hospital, Beijing, China
| | - Vito Romano
- Department of Eye and Vision Science, University of Liverpool, William Henry Duncan Building, 6 West Derby Street, Liverpool, L7 8TX, UK
- St Paul's Eye Unit, Royal Liverpool University Hospital, Liverpool, UK
| | - Hong Qi
- Department of Ophthalmology, Peking University Third Hospital, Beijing, China
| | - Maryam Ferdousi
- Department of Endocrinology and Diabetes, University Hospital Aintree, Longmoor Lane, Liverpool, UK
| | | | | | - Stephen Kaye
- Department of Eye and Vision Science, University of Liverpool, William Henry Duncan Building, 6 West Derby Street, Liverpool, L7 8TX, UK
- St Paul's Eye Unit, Royal Liverpool University Hospital, Liverpool, UK
| | | | - Uazman Alam
- Diabetes and Neuropathy Research, Department of Eye and Vision Sciences and Pain Research Institute, Institute of Ageing and Chronic Disease, University of Liverpool and Aintree University Hospital NHS Foundation Trust, William Henry Duncan Building, 6 West Derby Street, Liverpool, L7 8TX, UK.
- Department of Diabetes and Endocrinology, Royal Liverpool and Broadgreen University NHS Hospital Trust, Liverpool, UK.
- Division of Endocrinology, Diabetes and Gastroenterology, University of Manchester, Manchester, UK.
| | - Yalin Zheng
- Department of Eye and Vision Science, University of Liverpool, William Henry Duncan Building, 6 West Derby Street, Liverpool, L7 8TX, UK.
- St Paul's Eye Unit, Royal Liverpool University Hospital, Liverpool, UK.
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67
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Kamran S, Khan A, Salam A, Akhtar N, Petropoulos I, Ponirakis G, Babu B, George P, Shuaib A, Malik RA. Cornea: A Window to White Matter Changes in Stroke; Corneal Confocal Microscopy a Surrogate Marker for the Presence and Severity of White Matter Hyperintensities in Ischemic Stroke. J Stroke Cerebrovasc Dis 2020; 29:104543. [PMID: 31902645 DOI: 10.1016/j.jstrokecerebrovasdis.2019.104543] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 10/14/2019] [Accepted: 11/18/2019] [Indexed: 12/13/2022] Open
Abstract
PURPOSE The presence of white matter hyperintensities (WMH) on MRI imaging confers an increased risk of stroke, dementia, and death. Corneal confocal microscopy (CCM) can detect nerve injury non-invasively and may be a useful surrogate marker for WMH. The objective is to determine whether corneal nerve pathology identified using CCM is associated with the presence of WMH in patients with acute ischemic stroke. METHODS This is a cross-sectional study where 196 consecutive individuals with acute ischemic stroke were enrolled and underwent neurological examination, MRI brain imaging and CCM. Participants underwent blinded quantification of WMH and corneal nerve fiber density (CNFD), corneal nerve branch density (CNBD) and corneal nerve fiber length (CNFL). RESULTS The prevalence of hypertension [P = .013] was significantly higher and CNFD [P = .031] was significantly lower in patients with WMH compared to those without WMH. CNFD and CNFL were significantly lower in patients with DM without WMH [P = .008, P = .019] and in patients with DM and WMH [P = .042, P = .024] compared to patients without DM or WMH, respectively. In a multivariate model, a 1-unit decrease in the CNFD increased the risk of WMH by 6%, after adjusting for age, DM, gender, dyslipidemia, metabolic syndrome, smoking, and HbA1c. DM was associated with a decrease in all CCM parameters but was not a significant independent factor associated with WMH. CONCLUSIONS CCM demonstrates corneal nerve pathology, which is associated with the presence of WMH in participants with acute ischemic stroke. CCM may be a useful surrogate imaging marker for the presence and severity of WMHs.
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Affiliation(s)
- Saadat Kamran
- Neuroscience Institute, Hamad General Hospital, Doha, Qatar; Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar.
| | - Adnan Khan
- Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar
| | - Abdul Salam
- Neuroscience Institute, Hamad General Hospital, Doha, Qatar
| | - Naveed Akhtar
- Neuroscience Institute, Hamad General Hospital, Doha, Qatar; Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar
| | | | - Georgios Ponirakis
- Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar
| | - Blessy Babu
- Neuroscience Institute, Hamad General Hospital, Doha, Qatar
| | - Pooja George
- Neuroscience Institute, Hamad General Hospital, Doha, Qatar
| | - Ashfaq Shuaib
- Neuroscience Institute, Hamad General Hospital, Doha, Qatar
| | - Rayaz A Malik
- Weill Cornell Medicine-Qatar, Qatar Foundation, Education City, Doha, Qatar
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Hafner J, Zadrazil M, Grisold A, Ricken G, Krenn M, Kitzmantl D, Pollreisz A, Gleiss A, Schmidt-Erfurth U. Retinal and Corneal Neurodegeneration and Their Association with Systemic Signs of Peripheral Neuropathy in Type 2 Diabetes. Am J Ophthalmol 2020; 209:197-205. [PMID: 31542341 DOI: 10.1016/j.ajo.2019.09.010] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2019] [Revised: 09/10/2019] [Accepted: 09/11/2019] [Indexed: 12/28/2022]
Abstract
PURPOSE To determine the extent of retinal and corneal neurodegeneration and investigate the association with intraepidermal neuronal loss and diabetic peripheral neuropathy (DPN) in type 2 diabetes. DESIGN Prospective, cross-sectional study. METHODS Single-center study of 94 patients with type 2 diabetes patients (157 eyes), divided into groups: the groups without diabetic retinopathy (DR) (n = 68); the nonproliferative DR (NPDR) group (n = 48); and the proliferative DR (PDR) group (n = 41). Patients were imaged with optical coherence tomography and confocal microscopy for macular and peripapillary neuroretinal layer thicknesses and corneal nerve length/density, respectively. Distal leg skin punch biopsies and 2 neurological scores were used to depict intraepidermal nerve fiber density (IENFD) and clinical DPN. RESULTS Among neuroretinal layers, solely the peripapillary retinal nerve fiber layer was decreased in PDR (96 μm; 95% confidence interval [CI], 92-100 μm) versus no DR (103 μm; 95% CI, 100-106 μm) eyes and only after exclusion of outliers (P = .01). Corneal nerve fiber length and density were statistically significantly reduced in the NPDR group (23.0 mm/mm2; 95% CI, 20.0-26.00 mm/mm2 and 14.3 mm; 95% CI, 14.5-16.63 mm, respectively) and the PDR group (18.6 mm/mm2; 95% CI, 14.9-22.30 mm/mm2 and 11.7 mm; 95% CI, 10.2-13-3 mm, respectively) versus the no DR group (25.5 mm/mm2; 95% CI, 23.3-27.70 mm/mm2 and 15.6 mm; 95% CI, 14.5-16.6 mm, respectively), and in the PDR versus the NPDR group. IENFD was statistically significantly reduced in the NPDR (2.0/mm; 95% CI, 1.4-2.7/mm) and PDR stage (1.4/mm; 95% CI, 0.9-2.1/mm) versus in eyes without DR (3.6/mm; 95% CI, 2.9-4.6/mm). A low correlation between intraepidermal and corneal fiber loss was found with both neurological scores (P < .05). CONCLUSIONS Retinal neurodegenerative changes may develop independently of the microvascular alterations defining DR. Corneal and intraepidermal neuronal loss is more pronounced in advanced stages of DR, indicating a positive severity correlation between DR and DPN.
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Affiliation(s)
- Julia Hafner
- Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Markus Zadrazil
- Department of Anesthesiology, General Intensive Care and Pain Control, Medical University of Vienna, Vienna, Austria
| | - Anna Grisold
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Gerda Ricken
- Institute of Neurology, Medical University of Vienna, Vienna, Austria
| | - Martin Krenn
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Daniela Kitzmantl
- Institute of Neurology, Medical University of Vienna, Vienna, Austria
| | - Andreas Pollreisz
- Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Andreas Gleiss
- Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Vienna, Austria
| | - Ursula Schmidt-Erfurth
- Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria.
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Tummanapalli SS, Issar T, Kwai N, Pisarcikova J, Poynten AM, Krishnan AV, Willcox MDP, Markoulli M. A Comparative Study on the Diagnostic Utility of Corneal Confocal Microscopy and Tear Neuromediator Levels in Diabetic Peripheral Neuropathy. Curr Eye Res 2019; 45:921-930. [DOI: 10.1080/02713683.2019.1705984] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Affiliation(s)
| | - Tushar Issar
- Prince of Wales Clinical School, University of New South Wales, Sydney, Australia
| | - Natalie Kwai
- Prince of Wales Clinical School, University of New South Wales, Sydney, Australia
| | - Jana Pisarcikova
- School of Optometry & Vision Science, University of New South Wales, Sydney, Australia
| | - Ann M. Poynten
- Department of Endocrinology, Prince of Wales Hospital, Sydney, Australia
| | - Arun V. Krishnan
- Prince of Wales Clinical School, University of New South Wales, Sydney, Australia
| | - Mark D. P. Willcox
- School of Optometry & Vision Science, University of New South Wales, Sydney, Australia
| | - Maria Markoulli
- School of Optometry & Vision Science, University of New South Wales, Sydney, Australia
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Williams SM, Eleftheriadou A, Alam U, Cuthbertson DJ, Wilding JPH. Cardiac Autonomic Neuropathy in Obesity, the Metabolic Syndrome and Prediabetes: A Narrative Review. Diabetes Ther 2019; 10:1995-2021. [PMID: 31552598 PMCID: PMC6848658 DOI: 10.1007/s13300-019-00693-0] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Indexed: 12/19/2022] Open
Abstract
Cardiac autonomic neuropathy (CAN) is a major complication of type 1 and type 2 diabetes mellitus (T1DM and T2DM). The increased morbidity, cardiovascular and all-cause mortality associated with CAN is established from numerous epidemiological studies. However, CAN is increasingly recognised in people with prediabetes (pre-DM) and the metabolic syndrome (MetS) with a reported prevalence up to 11% and 24% respectively. CAN is associated with components of MetS including hypertension and obesity, predating hyperglycaemia. The aetiology of CAN is multifactorial and there is a reciprocal relationship with insulin resistance and MetS. Obstructive sleep apnoea (OSA) is also associated with CAN possibly through MetS and an independent mechanism. An estimated global prevalence of the impaired glucose tolerance (IGT) form of pre-DM of 587 million people by 2045 means CAN will become a major clinical problem. CAN is independently associated with silent myocardial ischaemia, major cardiovascular events, myocardial dysfunction and cardiovascular mortality. Screening for CAN in pre-DM using risk scores with analysis of heart rate variability (HRV) or Sudoscan is important to allow earlier treatment at a reversible stage. The link between obesity and CAN highlights the therapeutic potential of lifestyle interventions including diet and physical activity to reverse MetS and prevent CAN. Weight loss achieved using these dietary and exercise lifestyle interventions improves the sympathetic and parasympathetic HRV indices of cardiac autonomic function. Further research is needed to identify high-risk populations of people with pre-DM or obesity that might benefit from targeted pharmacotherapy including metformin, sodium/glucose cotransporter 2 (SGLT2) inhibitors and glucagon-like peptide 1 (GLP-1) analogues. Bariatric surgery also improves HRV through weight loss which might also prevent CAN in severe obesity. This article reviews the literature on CAN in obesity, pre-DM and MetS, to help determine a rationale for screening, early intervention treatment and formulate future research questions in this highly prevalent condition.
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Affiliation(s)
| | | | - Uazman Alam
- Diabetes and Neuropathy Research, Department of Eye and Vision Sciences and Pain Research Institute, Institute of Ageing and Chronic Disease, University of Liverpool and Aintree University Hospital NHS Foundation Trust, Liverpool, UK
- Royal Liverpool and Broadgreen University NHS Hospital Trust, Liverpool, UK
- Division of Endocrinology, Diabetes and Gastroenterology, University of Manchester, Manchester, UK
| | - Daniel J Cuthbertson
- Obesity and Endocrinology Research, Institute of Ageing and Chronic Disease, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, UK
| | - John P H Wilding
- Obesity and Endocrinology Research, Institute of Ageing and Chronic Disease, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, UK
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Selvarajah D, Kar D, Khunti K, Davies MJ, Scott AR, Walker J, Tesfaye S. Diabetic peripheral neuropathy: advances in diagnosis and strategies for screening and early intervention. Lancet Diabetes Endocrinol 2019; 7:938-948. [PMID: 31624024 DOI: 10.1016/s2213-8587(19)30081-6] [Citation(s) in RCA: 226] [Impact Index Per Article: 45.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2017] [Revised: 01/02/2019] [Accepted: 01/03/2019] [Indexed: 12/13/2022]
Abstract
Diabetic peripheral neuropathy (DPN) is a common complication of both type 1 and 2 diabetes. It is a leading cause of lower-limb amputation and disabling neuropathic pain. Amputations in patients with diabetes have a devastating effect on quality of life and are associated with an alarmingly low life expectancy (on average only 2 years from the amputation). Amputation also places a substantial financial burden on health-care systems and society in general. With the introduction of national diabetes eye screening programmes, the prevalence of blindness in working-age adults is falling. This is not the case, however, with diabetes related amputations. In this Review, we appraise innovative point-of-care devices that enable the early diagnosis of DPN and assess the evidence for early risk factor-based management strategies to reduce the incidence and slow the progression of DPN. We also propose a framework for screening and early multifactorial interventions as the best prospect for preventing or halting DPN and its devastating sequelae.
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Affiliation(s)
- Dinesh Selvarajah
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK.
| | - Debasish Kar
- Derbyshire Community Health Services NHS Foundation Trust, Bakewell, UK; Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Kamlesh Khunti
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Melanie J Davies
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Adrian R Scott
- Academic Unit of Diabetes and Endocrinology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Jeremy Walker
- Department of Podiatry Services, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Solomon Tesfaye
- Academic Unit of Diabetes and Endocrinology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
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Corneal nerve fiber loss in diabetes with chronic kidney disease. Ocul Surf 2019; 18:178-185. [PMID: 31770601 DOI: 10.1016/j.jtos.2019.11.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2019] [Revised: 11/15/2019] [Accepted: 11/22/2019] [Indexed: 12/19/2022]
Abstract
AIMS Patients with chronic kidney disease (CKD) in type 2 diabetes typically manifest with severe peripheral neuropathy. Corneal confocal microscopy is a novel technique that may serve as a marker of nerve injury in peripheral neuropathy. This study examines the changes that occur in corneal nerve morphology as a result of peripheral neuropathy due to renal dysfunction in people with type 2 diabetes. METHODS Sixty-two participants (mean age, 62 ± 12 years) with type 2 diabetes and 25 age-matched healthy controls underwent a comprehensive assessment of neuropathy using the total neuropathy score (TNS). The corneal sub-basal nerve plexus was imaged using corneal confocal microscopy. Corneal nerve fiber length, fiber density, branch density, total branch density, nerve fractal dimension, inferior whorl length and inferior whorl nerve fractal dimension were quantified. Based on the eGFR, participants were classified into those with diabetic CKD (eGFR < 60; n = 22) and those without CKD (eGFR ≥ 60; n = 40). RESULTS Participants with diabetic CKD had significantly lower corneal nerve fiber density (P = 0.037), length (P = 0.036) and nerve fractal dimension (P = 0.036) compared to those without CKD. Multiple linear regression analysis revealed that reduced corneal nerve fiber density (ß coefficient = 0.098, P = 0.017), length (ß coefficient = 0.006, P = 0.008) and nerve fractal dimension (ß coefficient = 0.001, P = 0.007) was associated with low eGFR levels when adjusted for age, duration of diabetes and severity of neuropathy. CONCLUSION Corneal confocal microscopy detects corneal nerve loss in patients with diabetic CKD and reduction in corneal nerve parameters is associated with the decline of kidney function.
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Danileviciene V, Zemaitiene R, Gintauskiene VM, Nedzelskiene I, Zaliuniene D. The Role of C21orf91 in Herpes Simplex Virus Keratitis. ACTA ACUST UNITED AC 2019; 55:medicina55120753. [PMID: 31757016 PMCID: PMC6956000 DOI: 10.3390/medicina55120753] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Revised: 10/10/2019] [Accepted: 11/19/2019] [Indexed: 12/11/2022]
Abstract
Background and Objectives: This paper aims to describe the single nucleotide polymorphisms (SNPs) of C21orf91 rs1062202 and rs10446073 in patients with herpetic keratitis by evaluating corneal sub-basal nerves, as well as the density of Langerhans cells (LC) and endothelium cells (EC) during the acute phase of the disease. Materials and Methods: A prospective clinical study included 260 subjects: 70 with herpetic eye disease, 101 with previous history of herpes labialis—but no history of herpetic eye disease—and 89 with no history of any herpes simplex virus (HSV) diseases. All subjects underwent a complete ophthalmological examination including in vivo laser scanning confocal microscopy (LSCM) of the central cornea. C21orf91 rs1062202 and rs10446073 were genotyped using the real-time polymerase chain reaction (PCR) method with the Rotor-Gene Q real-time PCR quantification system. SNPs were determined using TaqMan genotyping assay, according to the manufacturer’s manual. Results: The C21orf91 rs10446073 genotype GT was more frequent in the HSV keratitis group, compared with healthy controls (20.0% vs. 7.9%), OR 2.929[1.11–7.716] (p < 0.05). The rs10446073 genotype TT was more frequent in healthy controls (12.4% vs. 1.4%), OR 22.0[2.344–260.48] (p < 0.05). The rs10446073 genotype GT increased the risk of EC density being less than 2551.5 cell/mm2, OR 2.852[1.248–6.515] (p < 0.05). None of the SNPs and their genotypes influenced the LC density and corneal sub-basal nerve parameters (p > 0.05). Conclusions: Our study reports a new association between herpetic keratitis and human gene C21orf91, with the rs10446073 genotype GT being more common in herpetic keratitis patients and increasing the risk for the disease by a factor of 2.9.
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Affiliation(s)
- Vilija Danileviciene
- Department of Ophthalmology, Medical Academy, Lithuanian University of Health Sciences, LT-44307 Kaunas, Lithuania; (R.Z.); (D.Z.)
- Correspondence: ; Tel.: +370-6709-6084
| | - Reda Zemaitiene
- Department of Ophthalmology, Medical Academy, Lithuanian University of Health Sciences, LT-44307 Kaunas, Lithuania; (R.Z.); (D.Z.)
| | - Vilte Marija Gintauskiene
- Department of Immunology and Allergology, Medical Academy, Lithuanian University of Health Sciences, LT-44307 Kaunas, Lithuania;
| | - Irena Nedzelskiene
- Department of Dental and Oral Pathology, Medical Academy, Lithuanian University of Health Sciences, LT-44307 Kaunas, Lithuania;
| | - Dalia Zaliuniene
- Department of Ophthalmology, Medical Academy, Lithuanian University of Health Sciences, LT-44307 Kaunas, Lithuania; (R.Z.); (D.Z.)
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Tummanapalli SS, Willcox MDP, Issar T, Kwai N, Poynten AM, Krishnan AV, Pisarcikova J, Markoulli M. The Effect of Age, Gender and Body Mass Index on Tear Film Neuromediators and Corneal Nerves. Curr Eye Res 2019; 45:411-418. [DOI: 10.1080/02713683.2019.1666998] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
| | - Mark D. P. Willcox
- School of Optometry & Vision Science, University of New South Wales, Sydney, Australia
| | - Tushar Issar
- Prince of Wales Clinical School, University of New South Wales, Sydney, Australia
| | - Natalie Kwai
- Prince of Wales Clinical School, University of New South Wales, Sydney, Australia
| | - Ann M. Poynten
- Department of Endocrinology, Prince of Wales Hospital, Sydney, Australia
| | - Arun V. Krishnan
- Prince of Wales Clinical School, University of New South Wales, Sydney, Australia
| | - Jana Pisarcikova
- School of Optometry & Vision Science, University of New South Wales, Sydney, Australia
| | - Maria Markoulli
- School of Optometry & Vision Science, University of New South Wales, Sydney, Australia
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Ponirakis G, Petropoulos IN, Alam U, Ferdousi M, Asghar O, Marshall A, Azmi S, Jeziorska M, Mahfoud ZR, Boulton AJM, Efron N, Nukada H, Malik RA. Hypertension Contributes to Neuropathy in Patients With Type 1 Diabetes. Am J Hypertens 2019; 32:796-803. [PMID: 31013342 PMCID: PMC6636691 DOI: 10.1093/ajh/hpz058] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2019] [Revised: 04/10/2019] [Accepted: 04/15/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Diabetic peripheral neuropathy (DPN) can lead to foot ulceration and amputation. There are currently no disease-modifying therapies for DPN. The aim of this study was to determine if hypertension contributes to DPN in patients with type 1 diabetes mellitus (T1DM). METHODS Subjects with T1DM (n = 70) and controls (n = 78) underwent a comprehensive assessment of DPN. RESULTS Hypertension was present in 40 of 70 T1DM subjects and 20 of 78 controls. Hypertension was associated with abnormal nerve conduction parameters (P = 0.03 to <0.001), increased vibration perception threshold (P = 0.01) and reduced corneal nerve fiber density and length (P = 0.02) in subjects with T1DM. However, after adjusting for confounding factors only tibial compound motor action potential and nerve conduction velocity were associated with hypertension (P = 0.03) and systolic blood pressure (P < 0.01 to <0.0001). Hypertension had no effect on neuropathy in subjects without diabetes. CONCLUSIONS This study shows that hypertension is associated with impaired nerve conduction in T1DM. It supports previous small trials showing that angiotensin-converting enzyme inhibitors improve nerve conduction and advocates the need for larger clinical trials with blood pressure lowering agents in DPN.
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Affiliation(s)
- Georgios Ponirakis
- Weill Cornell Medicine–Qatar, Qatar Foundation, Education City, Doha, Qatar
| | | | - Uazman Alam
- Institute of Cardiovascular Science, University of Manchester, Manchester, UK
- Eye and Vision Sciences, Institute of Ageing and Chronic Disease, University of Liverpool, UK
| | - Maryam Ferdousi
- Institute of Cardiovascular Science, University of Manchester, Manchester, UK
| | - Omar Asghar
- Institute of Cardiovascular Science, University of Manchester, Manchester, UK
| | - Andrew Marshall
- Institute of Cardiovascular Science, University of Manchester, Manchester, UK
| | - Shazli Azmi
- Institute of Cardiovascular Science, University of Manchester, Manchester, UK
| | - Maria Jeziorska
- Institute of Cardiovascular Science, University of Manchester, Manchester, UK
| | - Ziyad R Mahfoud
- Weill Cornell Medicine–Qatar, Qatar Foundation, Education City, Doha, Qatar
| | - Andrew J M Boulton
- Centre for Endocrinology and Diabetes, Institute of Human Development, Faculty of Medical and Human Sciences, University of Manchester and NIHR/Wellcome Trust Clinical Research Facility, Manchester, UK
| | - Nathan Efron
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Queensland, Australia
| | - Hitoshi Nukada
- Nukada Institute for Medical and Biological Research, Chiba, Japan
| | - Rayaz A Malik
- Weill Cornell Medicine–Qatar, Qatar Foundation, Education City, Doha, Qatar
- Institute of Cardiovascular Science, University of Manchester, Manchester, UK
- Faculty of Science and Engineering, Manchester Metropolitan University, Manchester, UK
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Giannaccare G, Pellegrini M, Taroni L, Bernabei F, Bolognesi F, Biglioli F, Sebastiani S, Moscardelli F, Cazzola FE, Campos EC. Longitudinal Morphometric Analysis of Sub-Basal Nerve Plexus in Contralateral Eyes of Patients with Unilateral Neurotrophic Keratitis. Curr Eye Res 2019; 44:1047-1053. [DOI: 10.1080/02713683.2019.1623899] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Giuseppe Giannaccare
- Ophthalmology Unit, DIMES, S.Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Marco Pellegrini
- Ophthalmology Unit, DIMES, S.Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Leonardo Taroni
- Ophthalmology Unit, DIMES, S.Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Federico Bernabei
- Ophthalmology Unit, DIMES, S.Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Federico Bolognesi
- Oral and Maxillofacial Surgery, S.Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Federico Biglioli
- Department of Maxillofacial Surgery, San Paolo Hospital, University of Milan, Milan, Italy
| | - Stefano Sebastiani
- Ophthalmology Unit, DIMES, S.Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Fabiana Moscardelli
- Ophthalmology Unit, DIMES, S.Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Federica E. Cazzola
- Ophthalmology Unit, DIMES, S.Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Emilio C. Campos
- Ophthalmology Unit, DIMES, S.Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
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Hafner J, Karst S, Sacu S, Scholda C, Pablik E, Schmidt‐Erfurth U. Correlation between corneal and retinal neurodegenerative changes and their association with microvascular perfusion in type II diabetes. Acta Ophthalmol 2019; 97:e545-e550. [PMID: 30311432 DOI: 10.1111/aos.13938] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Accepted: 09/14/2018] [Indexed: 12/30/2022]
Abstract
PURPOSE The pathophysiology of diabetic neurodegeneration and microvasculopathy remains controversial. Neurosensory layer thickness and corneal nerve fibre loss represent potential biomarkers of neuropathy. The purpose of this cross-sectional study was to determine the correlation between these neurodegenerative features and their association with retinal microvascular integrity in patients with type II diabetes without retinopathy. METHODS Nerve fibre length (NFL), density (NFD) and branch density (NBD) were assessed using corneal confocal microscopy. Spectralis optical coherence tomography (OCT) was used for peripapillary retinal nerve fibre layer (RNFL), and macular RNFL, ganglion cell (GCL), inner plexiform (IPL) and inner nuclear layer (INL) thicknesses. Parafoveal vessel density (PVD) was determined using OCT angiography. RESULTS We analysed 118 eyes of 61 patients. Peripapillary RNFL, macular RNFL, GCL, IPL and INL were 101 ± 8, 29 ± 3, 43 ± 4, 36 ± 3 and 36 ± 3 μm. NFL, NFD and NBD were 12.3 ± 4.4 mm/mm2 , 17.8 ± 7.4/mm2 and 26.7 ± 15.2/mm2 . Corneal nerve fibre variables were neither associated with inner retinal thicknesses nor PVD. A significant positive correlation was found between macular GCL, IPL and peripapillary RNFL with deep capillary plexus PVD (p ≤ 0.05). CONCLUSION Our results indicate that corneal and retinal neurodegeneration are independent changes early in type II diabetes and that distinct retinal, but not corneal neurodegenerative features, are associated with retinal microvascular perfusion.
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Affiliation(s)
- Julia Hafner
- Department of Ophthalmology and Optometry Medical University of Vienna Vienna Austria
| | - Sonja Karst
- Department of Ophthalmology and Optometry Medical University of Vienna Vienna Austria
| | - Stefan Sacu
- Department of Ophthalmology and Optometry Medical University of Vienna Vienna Austria
- Vienna Clinical Trial Center Medical University of Vienna Vienna Austria
| | - Christoph Scholda
- Department of Ophthalmology and Optometry Medical University of Vienna Vienna Austria
| | - Eleonore Pablik
- CeMSIIS Institute for Medical Statistics Medical University of Vienna Vienna Austria
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Corneal Sub-Basal Nerve Changes in Patients with Herpetic Keratitis During Acute Phase and after 6 Months. ACTA ACUST UNITED AC 2019; 55:medicina55050214. [PMID: 31137905 PMCID: PMC6572578 DOI: 10.3390/medicina55050214] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2019] [Revised: 05/20/2019] [Accepted: 05/21/2019] [Indexed: 11/16/2022]
Abstract
Background and objectives: The purpose of this study was to describe corneal sensitivity and the morphological changes of sub-basal corneal nerves using in vivo laser scanning confocal microscopy (LSCM) in herpes simplex virus (HSV) keratitis-affected eyes, and to compare with both contralateral eyes and with the eyes of patients with a previous history of herpes labialis but no history of herpetic eye disease, and with healthy patients with no history of any HSV diseases, during the acute phase of the disease and after six months. Materials and Methods: A prospective clinical study included 269 patients. All of them underwent a complete ophthalmological examination, Cochet-Bonnet aesthesiometry and LSCM within the central 5 mm of the cornea. After six months, all the patients with herpetic eye disease underwent the same examination. Serology tests of the serum to detect HSV 1/2 IgG and IgM were performed. Results: HSV-affected eyes compared with contralateral eyes, herpes labialis and healthy control group eyes demonstrated a significant decrease in corneal sensitivity, corneal nerve fibre density, corneal nerve branch density, corneal nerve fibre length and corneal nerve total branch density (p < 0.05). During follow up after six months, corneal sensitivity and sub-basal nerve parameters had increased but did not reach the parameters of contralateral eyes (p < 0.05). Previous herpes labialis did not influence corneal sensitivity and was not a risk factor for herpetic eye disease. Conclusions: Corneal sensitivity and sub-basal nerve changes in HSV-affected eyes revealed a significant decrease compared with contralateral eyes, and with the eyes of patients with a previous history of herpes labialis, and of healthy controls. Following six months, corneal sensitivity and sub-basal nerve parameters increased; however, they did not reach the parameters of contralateral eyes and the eyes of healthy controls. The best recovery of corneal sensitivity was seen in patients with epithelial keratitis. Herpes labialis was not a risk factor for herpetic eye disease.
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In Vivo Confocal Microscopy Automated Morphometric Analysis of Corneal Subbasal Nerve Plexus in Patients With Dry Eye Treated With Different Sources of Homologous Serum Eye Drops. Cornea 2019; 38:1412-1417. [DOI: 10.1097/ico.0000000000002005] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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80
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Li Q, Zhong Y, Zhang T, Zhang R, Zhang Q, Zheng H, Ji L, Sun W, Zhu X, Zhang S, Liu X, Lu B, Xiong Q. Quantitative analysis of corneal nerve fibers in type 2 diabetics with and without diabetic peripheral neuropathy: Comparison of manual and automated assessments. Diabetes Res Clin Pract 2019; 151:33-38. [PMID: 30935930 DOI: 10.1016/j.diabres.2019.03.039] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Revised: 02/22/2019] [Accepted: 03/27/2019] [Indexed: 01/30/2023]
Abstract
AIMS To examine and compare fully-automated and manually measured corneal nerve fiber parameters in type 2 diabetes mellitus (T2DM) patients with and without diabetic peripheral neuropathy (DPN). METHODS A total of 128 T2DM subjects and 24 healthy controls underwent neuropathy assessment and bilateral corneal confocal microscopy (CCM). Five representative nerve fiber images were selected for each participant and analyzed manually and with fully-automated software. Corneal nerve fiber length (CNFL), branch density (CNBD), and fiber density (CNFD) were examined. RESULTS Manual and full-automated methods for the whole cohort were significantly positive correlated for CNFL, CNBD and CNFD (r = 0.818, 0.845, 0.457, all P < 0.001). Analysis of agreement between the two measurements using Bland-Altman method showed a bias of 2.05 mm/mm2 (95% limits of agreement: -2.03 mm/mm2, 6.13 mm/mm2), 1.62 no./mm2 (95% limits of agreement: -17.92 no./mm2, 21.17 no./mm2), and 16.0 no./mm2 (95% limits of agreement: -0.14 no./mm2, 32.14 no./mm2) for CNFL, CNBD and CNFD respectively. A progressive decrease in manual and full-automated CNFL, CNBD and CNFD accompanied with the occurrence of DPN, The fully-automated method slightly underestimated corneal nerve fiber parameters. CONCLUSIONS This study demonstrated strong correlations between manual and fully-automated CNFL and CNBD, but not CNFD. Fully-automated corneal nerve fiber parameter quantification may be a fast, objective way to detect DPN.
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Affiliation(s)
- Qingchun Li
- Department of Endocrinology, Shanghai Jing'an District Central Hospital, Fudan University, Shanghai 200040, China
| | - Ying Zhong
- Department of Endocrinology, Shanghai Gonghui Hospital, Shanghai 200040, China
| | - Tiansong Zhang
- Department of Endocrinology, Shanghai Jing'an District Central Hospital, Fudan University, Shanghai 200040, China
| | - Ruiyun Zhang
- Jing'an Temple Street Community Health Service Center, Shanghai 200040, China
| | - Qi Zhang
- Department of Endocrinology and Metabolism, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Hangping Zheng
- Department of Endocrinology and Metabolism, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Lijin Ji
- Department of Endocrinology and Metabolism, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Wanwan Sun
- Department of Endocrinology and Metabolism, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Xiaoming Zhu
- Department of Endocrinology and Metabolism, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Shuo Zhang
- Department of Endocrinology and Metabolism, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Xiaoxia Liu
- Department of Endocrinology and Metabolism, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Bin Lu
- Department of Endocrinology and Metabolism, Huashan Hospital, Fudan University, Shanghai 200040, China.
| | - Qian Xiong
- Department of Endocrinology, Shanghai Jing'an District Central Hospital, Fudan University, Shanghai 200040, China.
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Implementation of a Quality Index for Improvement of Quantification of Corneal Nerves in Corneal Confocal Microscopy Images: A Multicenter Study. Cornea 2019; 38:921-926. [DOI: 10.1097/ico.0000000000001949] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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82
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Petropoulos IN, Ponirakis G, Khan A, Gad H, Almuhannadi H, Brines M, Cerami A, Malik RA. Corneal confocal microscopy: ready for prime time. Clin Exp Optom 2019; 103:265-277. [PMID: 30834591 DOI: 10.1111/cxo.12887] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2018] [Revised: 01/28/2019] [Accepted: 01/28/2019] [Indexed: 12/13/2022] Open
Abstract
Corneal confocal microscopy is a non-invasive ophthalmic imaging modality, which was initially used for the diagnosis and management of corneal diseases. However, over the last 20 years it has come to the forefront as a rapid, non-invasive, reiterative, cost-effective imaging biomarker for neurodegeneration. The human cornea is endowed with the densest network of sensory unmyelinated axons, anywhere in the body. A robust body of evidence shows that corneal confocal microscopy is a reliable and reproducible method to quantify corneal nerve morphology. Changes in corneal nerve morphology precede or relate to clinical manifestations of peripheral and central neurodegenerative conditions. Moreover, in clinical intervention trials, corneal nerve regeneration occurs early and predicts functional gains in trials of neuroprotection. In view of these findings, it is timely to summarise the knowledge in this area of research and to explain why the case for corneal confocal microscopy is sufficiently compelling to argue for its inclusion as a Food and Drug Administration endpoint in clinical trials of peripheral and central neurodegenerative conditions.
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Affiliation(s)
| | - Georgios Ponirakis
- Division of Research, Qatar Foundation, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Adnan Khan
- Division of Research, Qatar Foundation, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Hoda Gad
- Division of Research, Qatar Foundation, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Hamad Almuhannadi
- Division of Research, Qatar Foundation, Weill Cornell Medicine-Qatar, Doha, Qatar
| | | | | | - Rayaz A Malik
- Division of Research, Qatar Foundation, Weill Cornell Medicine-Qatar, Doha, Qatar
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83
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Ponirakis G, Al Hamad H, Sankaranarayanan A, Khan A, Chandran M, Ramadan M, Tosino R, Gawhale PV, Alobaidi M, AlSulaiti E, Elsotouhy A, Elorrabi M, Khan S, Nadukkandiyil N, Osman S, Thodi N, Almuhannadi H, Gad H, Mahfoud ZR, Al‐Shibani F, Petropoulos IN, Own A, Al Kuwari M, Shuaib A, Malik RA. Association of corneal nerve fiber measures with cognitive function in dementia. Ann Clin Transl Neurol 2019; 6:689-697. [PMID: 31019993 PMCID: PMC6469344 DOI: 10.1002/acn3.746] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Revised: 02/05/2019] [Accepted: 02/06/2019] [Indexed: 12/13/2022] Open
Abstract
Objectives Corneal confocal microscopy (CCM) is a noninvasive ophthalmic technique that identifies corneal nerve degeneration in a range of peripheral neuropathies and in patients with multiple sclerosis, Parkinson's disease, and amyotrophic lateral sclerosis. We sought to determine whether there is any association of corneal nerve fiber measures with cognitive function and functional independence in patients with MCI and dementia. Methods In this study, 76 nondiabetic participants with MCI (n = 30), dementia (n = 26), and healthy age‐matched controls (n = 20) underwent assessment of cognitive and physical function and CCM. Results There was a progressive reduction in corneal nerve fiber density (CNFD), branch density (CNBD), and fiber length (CNFL) (P < 0.0001) in patients with MCI and dementia compared to healthy controls. Adjusted for confounders, all three corneal nerve fiber measures were significantly associated with cognitive function (P < 0.05) and functional independence (P < 0.01) in MCI and dementia. The area under the ROC curve to distinguish MCI with CNFD, CNBD, and CNFL was 69.1%, 73.2%, and 73.0% and for dementia it was 84.8%, 84.2%, and 86.2%, respectively. Interpretation CCM demonstrates corneal nerve fiber loss, which is associated with a decline in cognitive function and functional independence in patients with MCI and dementia.
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Affiliation(s)
| | - Hanadi Al Hamad
- Geriatric & Memory ClinicRumailah HospitalHamad Medical CorporationDohaQatar
| | | | - Adnan Khan
- Weill Cornell Medicine‐QatarQatar FoundationEducation CityDohaQatar
| | - Mani Chandran
- Geriatric & Memory ClinicRumailah HospitalHamad Medical CorporationDohaQatar
| | - Marwan Ramadan
- Geriatric & Memory ClinicRumailah HospitalHamad Medical CorporationDohaQatar
| | - Rhia Tosino
- Geriatric & Memory ClinicRumailah HospitalHamad Medical CorporationDohaQatar
| | | | - Maryam Alobaidi
- Geriatric & Memory ClinicRumailah HospitalHamad Medical CorporationDohaQatar
| | - Essa AlSulaiti
- Geriatric & Memory ClinicRumailah HospitalHamad Medical CorporationDohaQatar
| | - Ahmed Elsotouhy
- NeuroradiologyHamad General HospitalHamad Medical CorporationDohaQatar
| | - Marwa Elorrabi
- Geriatric & Memory ClinicRumailah HospitalHamad Medical CorporationDohaQatar
| | - Shafi Khan
- Geriatric & Memory ClinicRumailah HospitalHamad Medical CorporationDohaQatar
| | - Navas Nadukkandiyil
- Geriatric & Memory ClinicRumailah HospitalHamad Medical CorporationDohaQatar
| | - Susan Osman
- Geriatric & Memory ClinicRumailah HospitalHamad Medical CorporationDohaQatar
| | - Noushad Thodi
- MRI UnitRumailah HospitalHamad Medical CorporationDohaQatar
| | | | - Hoda Gad
- Weill Cornell Medicine‐QatarQatar FoundationEducation CityDohaQatar
| | - Ziyad R. Mahfoud
- Weill Cornell Medicine‐QatarQatar FoundationEducation CityDohaQatar
| | | | | | - Ahmed Own
- NeuroradiologyHamad General HospitalHamad Medical CorporationDohaQatar
| | - Maryam Al Kuwari
- Geriatric & Memory ClinicRumailah HospitalHamad Medical CorporationDohaQatar
| | - Ashfaq Shuaib
- Neuroscience InstituteHamad General HospitalHamad Medical CorporationDohaQatar
- Department of MedicineUniversity of AlbertaEdmontonCanada
| | - Rayaz A. Malik
- Weill Cornell Medicine‐QatarQatar FoundationEducation CityDohaQatar
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In vivo confocal microscopy morphometric analysis of corneal subbasal nerve plexus in dry eye disease using newly developed fully automated system. Graefes Arch Clin Exp Ophthalmol 2019; 257:583-589. [PMID: 30637452 DOI: 10.1007/s00417-018-04225-7] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 12/07/2018] [Accepted: 12/18/2018] [Indexed: 01/19/2023] Open
Abstract
PURPOSE To evaluate in vivo confocal microscopy (IVCM) features of corneal subbasal nerve plexus (SNP) in the setting of dry eye disease (DED) using fully automated software "ACCMetrics," and to further investigate its diagnostic performance in discriminating DED patients. METHODS IVCM exams of SNP in DED patients and matched control subjects were performed using Heidelberg Retina Tomograph with the Rostock Cornea Module. The following parameters were obtained with ACCMetrics: corneal nerve fiber density (CNFD), corneal nerve branch density (CNBD), corneal nerve fiber length (CNFL), corneal nerve total branch density (CTBD), corneal nerve fiber area (CNFA), corneal nerve fiber width (CNFW), and corneal nerve fractal dimension (CNFrD). The Mann-Whitney U test was used to compare variables. Receiver operating characteristic curves with calculations of the area under the curve (AUC) were used to describe the accuracy of IVCM parameters for discriminating DED patients from controls. RESULTS Thirty-nine DED patients and 30 control subjects were included. Significantly, lower values of CNFD, CNBD, and CNFL and higher value of CNFW were found in DED patients compared to controls (respectively, 20.5 ± 8.7 vs 25.4 ± 6.7 n/mm2; 25.6 ± 20.1 vs 37.6 ± 21.5 n/mm2; 12.6 ± 4.4 vs 14.5 ± 2.9 mm/mm2; 0.021 ± 0.001 vs 0.019 ± 0.001 mm/mm2; always p < 0.024). CNFW value had the highest diagnostic power in discriminating DED patients (AUC = 0.828). When the diagnosis of DED was made based on either CNFW or CNBD, the sensitivity was 97.4% and the specificity 46.7%. CONCLUSIONS The software ACCMetrics was able to rapidly detect SNP alterations occurring in the setting of DED and showed good diagnostic performance in discriminating DED patients.
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85
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Sopacua M, Hoeijmakers JGJ, Merkies ISJ, Lauria G, Waxman SG, Faber CG. Small‐fiber neuropathy: Expanding the clinical pain universe. J Peripher Nerv Syst 2019; 24:19-33. [DOI: 10.1111/jns.12298] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 11/27/2018] [Accepted: 12/14/2018] [Indexed: 12/11/2022]
Affiliation(s)
- Maurice Sopacua
- Department of Neurology, School of Mental Health and NeuroscienceMaastricht University Medical Centre+ Maastricht The Netherlands
| | - Janneke G. J. Hoeijmakers
- Department of Neurology, School of Mental Health and NeuroscienceMaastricht University Medical Centre+ Maastricht The Netherlands
| | - Ingemar S. J. Merkies
- Department of Neurology, School of Mental Health and NeuroscienceMaastricht University Medical Centre+ Maastricht The Netherlands
- Department of NeurologySt. Elisabeth Hospital Willemstad Curaçao
| | - Giuseppe Lauria
- Neuroalgology UnitIRCCS Foundation, “Carlo Besta” Neurological Institute Milan Italy
- Department of Biomedical and Clinical Sciences “Luigi Sacco”University of Milan Milan Italy
| | - Stephen G. Waxman
- Department of NeurologyYale University School of Medicine New Haven Connecticut
- Center for Neuroscience and Regeneration ResearchVA Connecticut Healthcare System West Haven Connecticut
| | - Catharina G. Faber
- Department of Neurology, School of Mental Health and NeuroscienceMaastricht University Medical Centre+ Maastricht The Netherlands
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86
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Bikbov MM, Surkova VK. [Prognostic value of changes in the cornea and conjunctiva in diabetes mellitus]. Vestn Oftalmol 2019; 135:90-97. [PMID: 30830080 DOI: 10.17116/oftalma201913501190] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Diabetes mellitus (DM) is the most common endocrine disease, and therefore a pressing medical and social problem. In many cases, ocular manifestations of DM are considered the particular cause of patients' disability. The review presents an analysis of morphological, experimental and clinical studies of the cornea in patients with diabetes mellitus - full articles, reviews and monographs of Russian and foreign authors, mostly those published in the recent years. Among the considered topics are modern methods of examining conjunctiva and cornea, clinical and morphological changes in these tissues, and the early diabetic changes in all their structural layers. The review also describes the importance of diabetes-related changes in the conjunctival vessels and corneal nerve fibers and shows the correlation between the densities of corneal nerve fibers and epidermal nerve fibers.
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Affiliation(s)
- M M Bikbov
- Ufa Eye Research Institute, 90 Pushkina St., Ufa, Republic of Bashkortostan, Russian Federation, 450008
| | - V K Surkova
- Ufa Eye Research Institute, 90 Pushkina St., Ufa, Republic of Bashkortostan, Russian Federation, 450008
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87
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Vaishnav YJ, Rucker SA, Saharia K, McNamara NA. Rapid, automated mosaicking of the human corneal subbasal nerve plexus. ACTA ACUST UNITED AC 2018; 62:609-613. [PMID: 28258973 DOI: 10.1515/bmt-2016-0148] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Accepted: 01/12/2017] [Indexed: 01/02/2023]
Abstract
Corneal confocal microscopy (CCM) is an in vivo technique used to study corneal nerve morphology. The largest proportion of nerves innervating the cornea lie within the subbasal nerve plexus, where their morphology is altered by refractive surgery, diabetes and dry eye. The main limitations to clinical use of CCM as a diagnostic tool are the small field of view of CCM images and the lengthy time needed to quantify nerves in collected images. Here, we present a novel, rapid, fully automated technique to mosaic individual CCM images into wide-field maps of corneal nerves. We implemented an OpenCV image stitcher that accounts for corneal deformation and uses feature detection to stitch CCM images into a montage. The method takes 3-5 min to process and stitch 40-100 frames on an Amazon EC2 Micro instance. The speed, automation and ease of use conferred by this technique is the first step toward point of care evaluation of wide-field subbasal plexus (SBP) maps in a clinical setting.
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88
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Lee OL, Tepelus TC, Huang J, Irvine AG, Irvine C, Chiu GB, Sadda SR. Evaluation of the corneal epithelium in non-Sjögren's and Sjögren's dry eyes: an in vivo confocal microscopy study using HRT III RCM. BMC Ophthalmol 2018; 18:309. [PMID: 30514255 PMCID: PMC6278105 DOI: 10.1186/s12886-018-0971-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Accepted: 11/13/2018] [Indexed: 01/09/2023] Open
Abstract
Background The corneal epithelium is directly affected in dry eye syndrome. Thus, we attempted to describe the morphological features and evaluate the cellular density within the corneal epithelial layers in patients with non-Sjögren’s (NSDE) and Sjögren’s syndrome dry eyes (SSDE) by in vivo confocal microscopy (IVCM). Methods Central cornea was prospectively imaged by IVCM in 68 clinically diagnosed aqueous tear-deficient dry eyes and 10 healthy age-matched control eyes. Morphological characteristics of corneal epithelial layers and cellular densities were evaluated by four trained graders from the Doheny Eye Institute. Results Corneal epithelium in dry eyes presents morphological changes such as areas of enlarged and irregular shaped cells. In comparison with controls, the density of superficial epithelial cells was decreased in both the NSDE (P < 0.05) and SSDE groups (P < 0.01); the density of the outer layer of wing cells was smaller but not significantly different in NSDE (P > 0.05), but was lower in the SSDE group (P < 0.01); the density of the inner layer of wing cells was decreased in both the NSDE (P < 0.05) and SSDE groups (P < 0.01) and the density of basal epithelial cells was lower in both the NSDE (P < 0.01) and SSDE groups (P = 0.01). For all cell counts, the interclass correlation coefficient showed good agreement between graders (ICC =0.75 to 0.93). Conclusions IVCM represents a reliable technique for examining the corneal epithelial microstructural changes associated with dry eyes, as well as for objectively and reproducibly quantifying cell densities within all corneal epithelial layers.
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Affiliation(s)
- Olivia L Lee
- Doheny Image Reading Center, Doheny Eye Institute, 1355 San Pablo Street, Los Angeles, CA, 90033, USA. .,Department of Ophthalmology, David Geffen School of Medicine at UCLA, Los Angeles, CA, 91105, USA.
| | - Tudor C Tepelus
- Doheny Image Reading Center, Doheny Eye Institute, 1355 San Pablo Street, Los Angeles, CA, 90033, USA.,Department of Ophthalmology, David Geffen School of Medicine at UCLA, Los Angeles, CA, 91105, USA
| | - Jianyan Huang
- Doheny Image Reading Center, Doheny Eye Institute, 1355 San Pablo Street, Los Angeles, CA, 90033, USA.,Department of Ophthalmology, David Geffen School of Medicine at UCLA, Los Angeles, CA, 91105, USA
| | - Anne G Irvine
- Doheny Image Reading Center, Doheny Eye Institute, 1355 San Pablo Street, Los Angeles, CA, 90033, USA.,Universidad Autonoma de Guadalajara, Lomas del Valle, 45129, Zapopan, Jalisco, Mexico
| | - Christopher Irvine
- Doheny Image Reading Center, Doheny Eye Institute, 1355 San Pablo Street, Los Angeles, CA, 90033, USA.,Universidad Autonoma de Guadalajara, Lomas del Valle, 45129, Zapopan, Jalisco, Mexico
| | - Gloria B Chiu
- Keck School of Medicine, Roski Eye Institute, 1450 San Pablo Street, Los Angeles, CA, 90033, USA
| | - SriniVas R Sadda
- Doheny Image Reading Center, Doheny Eye Institute, 1355 San Pablo Street, Los Angeles, CA, 90033, USA.,Department of Ophthalmology, David Geffen School of Medicine at UCLA, Los Angeles, CA, 91105, USA
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89
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Andersen ST, Grosen K, Tankisi H, Charles M, Andersen NT, Andersen H, Petropoulos IN, Malik RA, Jensen TS, Karlsson P. Corneal confocal microscopy as a tool for detecting diabetic polyneuropathy in a cohort with screen-detected type 2 diabetes: ADDITION-Denmark. J Diabetes Complications 2018; 32:1153-1159. [PMID: 30309785 DOI: 10.1016/j.jdiacomp.2018.09.016] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Revised: 09/10/2018] [Accepted: 09/26/2018] [Indexed: 12/26/2022]
Abstract
AIMS In this cross-sectional study, we explored the utility of corneal confocal microscopy (CCM) measures for detecting diabetic polyneuropathy (DPN) and their association with clinical variables, in a cohort with type 2 diabetes. METHODS CCM, nerve conduction studies, and assessment of symptoms and clinical deficits of DPN were undertaken in 144 participants with type 2 diabetes and 25 controls. DPN was defined according to the Toronto criteria for confirmed DPN. RESULTS Corneal nerve fiber density (CNFD) was lower both in participants with confirmed DPN (n = 27) and in participants without confirmed DPN (n = 117) compared with controls (P = 0.04 and P = 0.01, respectively). No differences were observed for CNFD (P = 0.98) between participants with and without DPN. There were no differences in CNFL and CNBD between groups (P = 0.06 and P = 0.29, respectively). CNFD was associated with age, height, total- and LDL cholesterol. CONCLUSIONS CCM could not distinguish patients with and without neuropathy, but CNFD was lower in patients with type 2 diabetes compared to controls. Age may influence the level of CCM measures.
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Affiliation(s)
- Signe T Andersen
- Research Unit for General Practice & Section for General Medical Practice, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Kasper Grosen
- Danish Pain Research Center, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Hatice Tankisi
- Department of Clinical Neurophysiology, Aarhus University Hospital, Aarhus, Denmark
| | - Morten Charles
- Research Unit for General Practice & Section for General Medical Practice, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Niels T Andersen
- Department of Public Health, Section for Biostatistics, Aarhus University, Aarhus, Denmark
| | - Henning Andersen
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
| | - Ioannis N Petropoulos
- Weill Cornell Medicine-Qatar, Education City, Doha, Qatar; Central Manchester University Hospitals Foundation Trust, Manchester, UK
| | - Rayaz A Malik
- Weill Cornell Medicine-Qatar, Education City, Doha, Qatar; Central Manchester University Hospitals Foundation Trust, Manchester, UK
| | - Troels S Jensen
- Danish Pain Research Center, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Pall Karlsson
- Danish Pain Research Center, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.
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90
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Abstract
PURPOSE To study sub-basal corneal nerve plexus (SCNP) parameters by in vivo corneal confocal microscopy using a new software technology and examine the effect of demographics and diabetes mellitus (DM) on corneal nerves morphology. METHODS A Confoscan 4 (Nidek Technologies) was used in this cross-sectional study to image the SCNP in 84 right eyes at the Miami Veterans Affairs eye clinic. Images were analyzed using a new semiautomated nerve analysis software program (The Corneal Nerve Analysis tool) which evaluated 9 parameters including nerve fibers length (NFL) and nerve fibers length density (NFLD). The main outcome measure was the examination of SCNP morphology by demographics, comorbidities, and HbA1c level. RESULTS Interoperator and intraoperator reproducibility were good for the 9 parameters studied (Intraclass Correlations [ICCs] 0.73-0.97). Image variability between two images within the same scan was good for all parameters (ICC 0.66-0.80). Older individuals had lower SCNP parameters with NFL and NFLD negatively correlating with age (r=-0.471, and -0.461, respectively, P<0.01 for all). Patients with diabetes had lower mean NFLD 10987.6 μm/mm (±3,284.6) and NFL 1,289.5 μm/frame (±387.2) compared with patients without diabetes (mean NFLD 15077.1 μm/mm [±4,261.3] and NFL 1750.0 μm/frame [±540.7]) (P<0.05 for all). HbA1c levels in patients with diabetes were inversely correlated with NFL and NFLD (r= -0.568, and -0.569, respectively, P<0.05 for all). CONCLUSIONS The Corneal Nerve Analysis tool is a reproducible diagnostic software technique for the analysis of the SCNP with confocal microscopy. Older age, DM, and higher level of HbA1c were associated with a significant reduction in SCNP parameters.
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91
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Grayston R, Czanner G, Elhadd K, Goebel A, Frank B, Üçeyler N, Malik RA, Alam U. A systematic review and meta-analysis of the prevalence of small fiber pathology in fibromyalgia: Implications for a new paradigm in fibromyalgia etiopathogenesis. Semin Arthritis Rheum 2018; 48:933-940. [PMID: 30314675 DOI: 10.1016/j.semarthrit.2018.08.003] [Citation(s) in RCA: 109] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Revised: 08/01/2018] [Accepted: 08/14/2018] [Indexed: 12/23/2022]
Abstract
OBJECTIVES Fibromyalgia is a condition which exhibits chronic widespread pain with neuropathic pain features and has a major impact on health-related quality of life. The pathophysiology remains unclear, however, there is increasing evidence for involvement of the peripheral nervous system with a high prevalence of small fiber pathology (SFP). The aim of this systematic literature review is to establish the prevalence of SFP in fibromyalgia. METHODS An electronic literature search was performed using MEDLINE, EMBASE, PubMed, Web of Science, CINAHL and the Cochrane Library databases. Published full-text, English language articles that provide SFP prevalence data in studies of fibromyalgia of patients over 18years old were included. All articles were screened by two independent reviewers using a priori criteria. Methodological quality and risk of bias were evaluated using the critical appraisal tool by Munn et al. Overall and subgroup pooled prevalence were calculated by random-effects meta-analysis with 95% CI. RESULTS Database searches found 935 studies; 45 articles were screened of which 8 full text articles satisfied the inclusion criteria, providing data from 222 participants. The meta-analysis demonstrated the pooled prevalence of SFP in fibromyalgia is 49% (95% CI: 38-60%) with a moderate degree of heterogeneity, (I2 = 68%). The prevalence estimate attained by a skin biopsy was 45% (95% CI: 32-59%, I2 = 70%) and for corneal confocal microscopy it was 59% (95% CI: 40-78%, I2 = 51%). CONCLUSION There is a high prevalence of SFP in fibromyalgia. This study provides compelling evidence of a distinct phenotype involving SFP in fibromyalgia. Identifying SFP will aid in determining its relationship to pain and potentially facilitate the development of future interventions and pharmacotherapy.
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Affiliation(s)
- Rebecca Grayston
- Department of Eye & Vision Sciences, Institute of Ageing and Chronic Disease, University of Liverpool and Aintree University Hospital NHS Foundation Trust, Liverpool, UK
| | - Gabriela Czanner
- Department of Eye & Vision Sciences, Institute of Ageing and Chronic Disease, University of Liverpool and Aintree University Hospital NHS Foundation Trust, Liverpool, UK; Department of Biostatistics, University of Liverpool, Liverpool, UK
| | - Kareim Elhadd
- The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Andreas Goebel
- The Pain Research Institute, University of Liverpool and The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Bernhard Frank
- The Pain Research Institute, University of Liverpool and The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Nurcan Üçeyler
- Department of Neurology, University of Würzburg, Würzburg, Germany
| | | | - Uazman Alam
- Department of Eye & Vision Sciences, Institute of Ageing and Chronic Disease, University of Liverpool and Aintree University Hospital NHS Foundation Trust, Liverpool, UK; Diabetes & Endocrinology Research & Pain Research Institute, Department of Eye & Vision Sciences, Institute of Ageing and Chronic Disease, University of Liverpool and Aintree University Hospital NHS Foundation Trust, Liverpool, UK; Department of Diabetes and Endocrinology, Royal Liverpool and Broadgreen University NHS Hospital Trust, Liverpool, UK; Division of Endocrinology, Diabetes and Gastroenterology, University of Manchester, Manchester, UK.
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92
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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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93
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Petropoulos IN, Ponirakis G, Khan A, Almuhannadi H, Gad H, Malik RA. Diagnosing Diabetic Neuropathy: Something Old, Something New. Diabetes Metab J 2018; 42:255-269. [PMID: 30136449 PMCID: PMC6107364 DOI: 10.4093/dmj.2018.0056] [Citation(s) in RCA: 68] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Accepted: 05/28/2018] [Indexed: 12/13/2022] Open
Abstract
There are potentially many ways of assessing diabetic peripheral neuropathy (DPN). However, they do not fulfill U.S. Food and Drug Administration (FDA) requirements in relation to their capacity to assess therapeutic benefit in clinical trials of DPN. Over the past several decades symptoms and signs, quantitative sensory and electrodiagnostic testing have been strongly endorsed, but have consistently failed as surrogate end points in clinical trials. Therefore, there is an unmet need for reliable biomarkers to capture the onset and progression and to facilitate drug discovery in DPN. Corneal confocal microscopy (CCM) is a non-invasive ophthalmic imaging modality for in vivo evaluation of sensory C-fibers. An increasing body of evidence from multiple centers worldwide suggests that CCM fulfills the FDA criteria as a surrogate endpoint of DPN.
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Affiliation(s)
| | | | - Adnan Khan
- Division of Research, Weill Cornell Medicine Qatar, Doha, Qatar
| | | | - Hoda Gad
- Division of Research, Weill Cornell Medicine Qatar, Doha, Qatar
| | - Rayaz A Malik
- Division of Research, Weill Cornell Medicine Qatar, Doha, Qatar.
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94
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Sharma S, Tobin V, Vas PRJ, Rayman G. The LDIFLARE and CCM Methods Demonstrate Early Nerve Fiber Abnormalities in Untreated Hypothyroidism: A Prospective Study. J Clin Endocrinol Metab 2018; 103:3094-3102. [PMID: 29860452 DOI: 10.1210/jc.2018-00671] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Accepted: 05/25/2018] [Indexed: 11/19/2022]
Abstract
CONTEXT Recent studies using skin biopsy suggest presence of small-fiber neuropathy in subclinical hypothyroidism. This study uses two noninvasive methods-the laser Doppler imager flare technique (LDIFLARE) and corneal confocal microscopy (CCM)-to assess small-fiber function (SFF) and small-fiber structure (SFS), respectively, in newly diagnosed hypothyroidism (HT) before and after adequate treatment. DESIGN AND SETTING Single-center, prospective, intervention-based cohort study. PATIENTS AND PARTICIPANTS Twenty patients with newly diagnosed HT (15 with primary HT and 5 with post-radioiodine HT) along with 20 age-matched healthy controls (HCs). INTERVENTIONS Patients with HT and HCs were assessed neurologically at diagnosis and baseline, respectively. The HT group was reassessed after optimal replacement (defined as TSH level of 0.27 to 4.20 mIU/L) with levothyroxine (LT4) and HCs were reviewed after 1 year. MAIN OUTCOME MEASURES Neurologic assessment for small fibers was performed by using LDIFLARE for SFF and CCM for SFS; large fibers were studied by sural nerve conduction velocity (SNCV) and sural nerve amplitude (SNAP). RESULTS At baseline, both LDIFLARE (mean ± SD) (6.74 ± 1.20 vs 8.90 ± 1.75 cm2; P = 0.0002) and CCM nerve fiber density (CNFD) (expressed as number of fibers per mm2: 50.77 ± 6.54 vs 58.32 ± 6.54; P = 0.002) were significantly reduced in the HT group compared with HCs whereas neither SNCV nor SNAP was different (P ≥ 0.05). After optimal LT4 treatment, both LDIFLARE (7.72 ± 1.12 vs 6.74 ± 1.20 cm2; P ≤ 0.0001) and CNFD (54.43 ± 5.70 vs 50.77 ± 6.54 no./mm2; P = 0.02) improved significantly but remained significantly reduced compared to HCs (P = 0.008 and P = 0.01, respectively) despite normalization of TSH. CONCLUSIONS This study demonstrates that dysfunction of small fibers precedes large neural fiber abnormalities in early HT. This can be reversed by replacement therapy to achieve a biochemically euthyroid state, but small-fiber neural outcomes continued to remain low compared with values in HCs.
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Affiliation(s)
- Sanjeev Sharma
- Endocrine & Diabetes Research Unit, The Ipswich Hospital NHS Trust, Ipswich, Suffolk, United Kingdom
| | - Victoria Tobin
- Endocrine & Diabetes Research Unit, The Ipswich Hospital NHS Trust, Ipswich, Suffolk, United Kingdom
| | - Prashant R J Vas
- Kings College Hospitals NHS Foundation Trust, London, United Kingdom
| | - Gerry Rayman
- Endocrine & Diabetes Research Unit, The Ipswich Hospital NHS Trust, Ipswich, Suffolk, United Kingdom
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95
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Short-Term Effects of Overnight Orthokeratology on Corneal Sub-basal Nerve Plexus Morphology and Corneal Sensitivity. Eye Contact Lens 2018; 44:77-84. [PMID: 27243354 DOI: 10.1097/icl.0000000000000282] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To assess the effects of a short period of orthokeratology (OK) on corneal sub-basal nerve plexus (SBNP) morphology and corneal sensitivity. METHODS Measurements were made in 56 right eyes of 56 subjects with low-to-moderate myopia who wore 2 OK lens designs (Group CRT: HDS 100 Paragon CRT, n=35; Group SF: Seefree; n=21) for a period of 1 month and in 15 right eyes of noncontact lens wearers as controls. The variables determined in each participant were corneal sensitivity using a Cochet-Bonnet esthesiometer and 12 SBNP variables determined on laser scanning confocal microscopy images using 3 different software packages. Correlation between SBNP architecture and corneal sensitivity was also examined. RESULTS Few changes were observed over the 1-month period in the variables examined in the OK treatment and control groups. However, significant reductions were detected over time in the number of nerves in the central cornea in the groups CRT (P=0.029) and SF (P=0.043) and in central corneal sensitivity in CRT (P=0.047) along with significant increases in central and midperipheral corneal Langerhans cell counts in SF (P=0.001 and 0.048, respectively). CONCLUSIONS This study provides useful data to better understand the anatomical changes induced by OK in corneal SBNP. The different response observed to the 2 OK lens designs requires further investigation.
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96
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Kokot J, Wylęgała A, Wowra B, Wójcik Ł, Dobrowolski D, Wylęgała E. Corneal confocal sub-basal nerve plexus evaluation: a review. Acta Ophthalmol 2018; 96:232-242. [PMID: 28741902 DOI: 10.1111/aos.13518] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2016] [Accepted: 06/01/2017] [Indexed: 12/12/2022]
Abstract
The aim of this study was to review the most recent data about corneal sub-basal nerve plexus (SNP) evaluated with the use of corneal confocal microscopy (CCM). For this purpose, an electronic search was conducted based on PubMed and Google Scholar and Web of Science databases from 2008 up to the end of 2016. Ninety-eight articles in English were cited, as well as abstracts in other languages, concerning the morphology and function of corneal SNP in various diseases. Changes in corneal SNP as a result of local treatment were also introduced. Figures with scans from confocal microscopy from our Department were included. The main conclusion of this review was that both corneal SNP diminishment and high tortuosity as well as low sensitivity are in principle related to the presence or level of pathology. In addition, increased nerve tortuosity may represent a morphological determinant of nerve regeneration. However, the presented literature shows that SNP changes are not characteristic for one unified corneal pathology; rather, they reflect the non-specific pathological process present in many diseases. Future studies should use automatized biometric software and also examine the effects of new treatments on SNP.
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Affiliation(s)
- Joanna Kokot
- Ophthalmology Department; Railway Hospital Katowice; II School of Medicine with the Division of Dentistry in Zabrze; Medical University of Silesia; Katowice Poland
| | - Adam Wylęgała
- Ophthalmology Department; Railway Hospital Katowice; II School of Medicine with the Division of Dentistry in Zabrze; Medical University of Silesia; Katowice Poland
| | - Bogumił Wowra
- Ophthalmology Department; Railway Hospital Katowice; II School of Medicine with the Division of Dentistry in Zabrze; Medical University of Silesia; Katowice Poland
| | - Łukasz Wójcik
- Ophthalmology Department; Railway Hospital Katowice; II School of Medicine with the Division of Dentistry in Zabrze; Medical University of Silesia; Katowice Poland
| | - Dariusz Dobrowolski
- Ophthalmology Department; Railway Hospital Katowice; II School of Medicine with the Division of Dentistry in Zabrze; Medical University of Silesia; Katowice Poland
| | - Edward Wylęgała
- Ophthalmology Department; Railway Hospital Katowice; II School of Medicine with the Division of Dentistry in Zabrze; Medical University of Silesia; Katowice Poland
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97
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Iqbal Z, Azmi S, Yadav R, Ferdousi M, Kumar M, Cuthbertson DJ, Lim J, Malik RA, Alam U. Diabetic Peripheral Neuropathy: Epidemiology, Diagnosis, and Pharmacotherapy. Clin Ther 2018; 40:828-849. [PMID: 29709457 DOI: 10.1016/j.clinthera.2018.04.001] [Citation(s) in RCA: 251] [Impact Index Per Article: 41.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2018] [Revised: 03/26/2018] [Accepted: 04/02/2018] [Indexed: 12/18/2022]
Abstract
PURPOSE Diabetic peripheral neuropathy (DPN) is the commonest cause of neuropathy worldwide, and its prevalence increases with the duration of diabetes. It affects approximately half of patients with diabetes. DPN is symmetric and predominantly sensory, starting distally and gradually spreading proximally in a glove-and-stocking distribution. It causes substantial morbidity and is associated with increased mortality. The unrelenting nature of pain in this condition can negatively affect a patient's sleep, mood, and functionality and result in a poor quality of life. The purpose of this review was to critically review the current literature on the diagnosis and treatment of DPN, with a focus on the treatment of neuropathic pain in DPN. METHODS A comprehensive literature review was undertaken, incorporating article searches in electronic databases (EMBASE, PubMed, OVID) and reference lists of relevant articles with the authors' expertise in DPN. This review considers seminal and novel research in epidemiology; diagnosis, especially in relation to novel surrogate end points; and the treatment of neuropathic pain in DPN. We also consider potential new pharmacotherapies for painful DPN. FINDINGS DPN is often misdiagnosed and inadequately treated. Other than improving glycemic control, there is no licensed pathogenetic treatment for diabetic neuropathy. Management of painful DPN remains challenging due to difficulties in personalizing therapy and ascertaining the best dosing strategy, choice of initial pharmacotherapy, consideration of combination therapy, and deciding on defining treatment for poor analgesic responders. Duloxetine and pregabalin remain first-line therapy for neuropathic pain in DPN in all 5 of the major published guidelines by the American Association of Clinical Endocrinologists, American Academy of Neurology, European Federation of Neurological Societies, National Institute of Clinical Excellence (United Kingdom), and the American Diabetes Association, and their use has been approved by the US Food and Drug Administration. IMPLICATIONS Clinical recognition of DPN is imperative for allowing timely symptom management to reduce the morbidity associated with this condition.
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Affiliation(s)
- Zohaib Iqbal
- Department of Endocrinology, Pennine Acute Hospitals NHS Trust, Greater Manchester, United Kingdom
| | - Shazli Azmi
- Institute of Cardiovascular Science, University of Manchester and the Manchester Royal Infirmary, Central Manchester Hospital Foundation Trust, Manchester, United Kingdom
| | - Rahul Yadav
- Department of Endocrinology, Warrington and Halton Hospitals NHS Foundation Trust, Warrington, United Kingdom
| | - Maryam Ferdousi
- Institute of Cardiovascular Science, University of Manchester and the Manchester Royal Infirmary, Central Manchester Hospital Foundation Trust, Manchester, United Kingdom
| | - Mohit Kumar
- Department of Endocrinology, Wrightington, Wigan and Leigh NHS Foundation Trust, Wigan, United Kingdom
| | - Daniel J Cuthbertson
- Diabetes and Endocrinology Research, Department of Eye and Vision Sciences and Pain Research Institute, Institute of Ageing and Chronic Disease, University of Liverpool and Aintree University Hospital NHS Foundation Trust, Liverpool, United Kingdom
| | - Jonathan Lim
- Diabetes and Endocrinology Research, Department of Eye and Vision Sciences and Pain Research Institute, Institute of Ageing and Chronic Disease, University of Liverpool and Aintree University Hospital NHS Foundation Trust, Liverpool, United Kingdom
| | - Rayaz A Malik
- Institute of Cardiovascular Science, University of Manchester and the Manchester Royal Infirmary, Central Manchester Hospital Foundation Trust, Manchester, United Kingdom; Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Uazman Alam
- Diabetes and Endocrinology Research, Department of Eye and Vision Sciences and Pain Research Institute, Institute of Ageing and Chronic Disease, University of Liverpool and Aintree University Hospital NHS Foundation Trust, Liverpool, United Kingdom; Department of Diabetes and Endocrinology, Royal Liverpool and Broadgreen University NHS Hospital Trust, Liverpool, United Kingdom; Division of Endocrinology, Diabetes and Gastroenterology, University of Manchester, Manchester, United Kingdom.
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98
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Annunziata R, Kheirkhah A, Hamrah P, Trucco E. Combining efficient hand-crafted features with learned filters for fast and accurate corneal nerve fibre centreline detection. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2018; 2015:5655-8. [PMID: 26737575 DOI: 10.1109/embc.2015.7319675] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
We propose a new approach to corneal nerve fibre centreline detection for in vivo confocal microscopy images. Relying on a combination of efficient hand-crafted features and learned filters, our method offers an excellent compromise between accuracy and running time. Unlike previous solutions using sparse coding to learn small filter banks, we employ K-means to efficiently learn the high amount of filters needed to cope with the multiple challenges involved, e.g., low contrast and resolution, non-uniform illumination, tortuosity and confounding non-target structures. The use of K-means for dictionary learning allows us to learn banks of 100 filters in less than 30 seconds compared to several days needed when using sparse coding. Experimental results using a dataset including 100 images show that our approach outperforms significantly state-of-the-art methods in terms of precision-recall curves.
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99
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Bitirgen G, Tinkir Kayitmazbatir E, Satirtav G, Malik RA, Ozkagnici A. In Vivo Confocal Microscopic Evaluation of Corneal Nerve Fibers and Dendritic Cells in Patients With Behçet's Disease. Front Neurol 2018; 9:204. [PMID: 29643833 PMCID: PMC5882821 DOI: 10.3389/fneur.2018.00204] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Accepted: 03/15/2018] [Indexed: 12/13/2022] Open
Abstract
Central and peripheral nervous system involvement may occur during the course of Behçet’s disease (BD). In vivo corneal confocal microscopy (CCM) can detect corneal small fiber damage and immune cell density. The aim of this study was to assess central corneal sensitivity, corneal subepithelial nerve plexus morphology and dendritic cell (DC) density in patients with BD. Forty-nine consecutive patients with BD and 30 healthy control subjects were included in this cross-sectional study conducted at a tertiary referral university hospital. Central corneal sensitivity was measured using the contact corneal esthesiometer (Cochet-Bonnet; Luneau, France). The laser scanning CCM (Heidelberg, Germany) was used to quantify corneal nerve fiber density (NFD), nerve branch density (NBD), nerve fiber length (NFL), and DC density. There was a significant reduction in NFD (P = 0.001) and NFL (P = 0.031) and an increase in DC density (P = 0.038) in patients with BD compared to healthy controls, whereas corneal sensitivity (P = 0.066) and NBD (P = 0.067) did not differ significantly. There was no difference in corneal sensitivity, corneal nerve parameters, or DC density between BD patients with [n = 18 (36.7%)] and without a previous history of uveitis (P > 0.05 for all). Disease duration [median (IQR), 6.5 (4.0–14.5) years] correlated with corneal sensitivity (ρ = −0.463; P = 0.001) and NFD (ρ = −0.304; P = 0.034) and corneal sensitivity correlated with NFD (ρ = 0.411; P = 0.003) and NFL (ρ = 0.295; P = 0.039) in patients with BD. CCM demonstrates corneal sub-basal nerve fiber loss and increased DC density, providing a non-invasive ophthalmic means to identify peripheral neuropathy and inflammation in patients with BD.
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Affiliation(s)
- Gulfidan Bitirgen
- Department of Ophthalmology, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
| | | | - Gunhal Satirtav
- Department of Ophthalmology, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
| | - Rayaz A Malik
- Weill Cornell Medicine-Qatar, Education City, Doha, Qatar.,Central Manchester University Teaching Hospitals Foundation Trust and Division of Cardiovascular Sciences, University of Manchester, Manchester, United Kingdom
| | - Ahmet Ozkagnici
- Department of Ophthalmology, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
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100
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Sharma S, Tobin V, Vas PRJ, Malik RA, Rayman G. The influence of age, anthropometric and metabolic variables on LDIFLARE and corneal confocal microscopy in healthy individuals. PLoS One 2018. [PMID: 29518115 PMCID: PMC5843248 DOI: 10.1371/journal.pone.0193452] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Introduction The laser Doppler imaging (LDI) FLARE and corneal confocal microscopy (CCM) are reliable markers of small fibre function (SFF) and structure (SFS), respectively, but the impact of potential confounding variables needs to be defined. The objective of this study was to determine the influence of age, anthropometric and biochemical variables on LDI and CCM. Methods 80 healthy volunteers (43 males) (age: 39.7±15.2 yrs.) underwent LDIFLARE and CCM assessment and the effect of age, anthropometric and biochemical variables was determined using multivariate analysis. Results There was an age-related decline in LDIFLARE (0.07cm2/yr; R2 = 0.669; p = <0.0001) and CCM parameters (CNFD: 0.05 fibres/mm2 /yr; R2 = 0.590; p = <0.0001, CNBD: 0.06 branches/mm2/yr; R2 = 0.549; p = 0.001and CNFL 0.07 mm/mm2/yr; R2 = 0.369; p = 0.009). BMI did not influence SFF (p = 0.08) but had a significant independent association with CNFD (p = 0.01). Fasting triglycerides (TG) independently influenced the LDIFLARE (βc:-0.204; p = 0.008) and all CCM indices (βc:-0.191 to -0.243; p = <0.05). HbA1c was significantly associated with CNFD only (p = 0.001) but not with LDIFLARE, CNBD or CNFL (p = ≥0.05). Blood pressure and total cholesterol were not associated with LDIFLARE or any CCM parameters. There was a significant correlation between LDIFLARE and all CCM parameters (p = ≤0.01). Conclusions This study shows that in healthy controls, both SFF measured by LDIFLARE and SFS assessed by CCM showed a significant inverse correlation with age and triglycerides, perhaps suggesting the use of age-specific normative values when interpreting these outcomes. Furthermore, this study shows that in healthy controls, despite measuring different neural parameters, both methods correlated significantly with each other.
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Affiliation(s)
- Sanjeev Sharma
- Diabetes Research Unit, The Ipswich Hospital NHS Trust, Ipswich, United Kingdom
| | - Victoria Tobin
- Diabetes Research Unit, The Ipswich Hospital NHS Trust, Ipswich, United Kingdom
| | - Prashanth R. J. Vas
- Department of Diabetes, The Kings College NHS Foundation Trust, London, United Kingdom
| | - Rayaz A. Malik
- Weill Cornell Medicine-Qatar, Doha, Qatar & Institute of Cardiovascular Medicine, University of Manchester, Manchester, United Kingdom
| | - Gerry Rayman
- Diabetes Research Unit, The Ipswich Hospital NHS Trust, Ipswich, United Kingdom
- * E-mail:
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