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Öcal H, Seven E, Tekin S, Batur M. In vivo corneal confocal microscopy findings in cases with pterygium: a case-control study. Med Mol Morphol 2025; 58:100-105. [PMID: 39630225 DOI: 10.1007/s00795-024-00412-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Accepted: 11/14/2024] [Indexed: 05/25/2025]
Abstract
This study aimed to evaluate corneal findings of pterygium cases using in vivo confocal microscopy (IVCM) which is a non-invasive and repeatable method. In this case-control study, 54 patients diagnosed with pterygium and 50 healthy controls were investigated, between 2020 and 2021. After a comprehensive ophthalmological examination, the central corneas of all participants were evaluated by corneal IVCM. Surface epithelial cell, wing cells, basal epithelial cells, nerve fiber density, nerve branch density, anterior and posterior stroma keratocyte densities were measured. Corneas from cases with and without pterygium were similar in terms of age (p = 0.306) and gender (p = 0.564). No statistically significant differences were found in the epithelium cell counts including surface, wing, and basal cells between the two groups (p = 0.950, p = 0.334, and p = 0.624, respectively). No statistically significant differences were observed in subepithelial nerve fiber density (p = 0.849), nerve branch density (p = 0.752), and posterior stromal keratocyte density (p = 0.683) between corneas from cases with and without pterygium. However, corneas from cases with pterygium had significantly higher scores in anterior stromal keratocyte density than those from cases without pterygium (p = 0.045). Corneas from grades 1, 2, and 3 pterygium were similar in cell counts, anterior and posterior stromal keratocyte densities (p > 0.05). However, patients with grade 1 had significantly increased nerve fiber density (p = 0.015) and nerve branch density (p = 0.001) than those with grade 2 and grade 3 pterygium. Corneal IVCM may be useful to better understand the corneal microstructure in cases with pterygium. Comprehensive research on the subject is needed.
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Affiliation(s)
- Halit Öcal
- SBÜ. Van Eğitim Ve Araştırma Hastanesi, Van, Turkey.
| | - Erbil Seven
- SBÜ. Van Eğitim Ve Araştırma Hastanesi, Van, Turkey
| | - Serek Tekin
- SBÜ. Van Eğitim Ve Araştırma Hastanesi, Van, Turkey
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Valencia-Nieto L, Edwards K, Tavakoli A, González-García MJ, López-Miguel A, Dando S, Hui A, Markoulli M, Papas EB, Colorado LH. The association between corneal immune cell dynamics and comfort in silicone hydrogel contact lens wearers. Cont Lens Anterior Eye 2025:102424. [PMID: 40374433 DOI: 10.1016/j.clae.2025.102424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Revised: 04/12/2025] [Accepted: 04/30/2025] [Indexed: 05/17/2025]
Abstract
PURPOSE To study the association between corneal immune cell dynamics and contact lens (CL) comfort, as well as tear film inflammatory mediators in established CL wearers. METHODS A prospective, cross-sectional study including existing CL wearers was conducted. Symptoms were assessed with a comfort visual analog scale (VAS) and the Contact Lens Dry Eye Questionnaire-8. In-vivo corneal confocal microscopy was used to track immune cell dynamics over 3 timepoints at 5-minute intervals. Trajectory speed was calculated as the total length travelled by cells divided by time; displacement speed as the straight-line distance between the start and end positions of a cell divided by time; and persistence ratio as the ratio of displacement speed and trajectory speed. Measurements were performed for 1-3 cells per participant, and the minimum, maximum, and average values were analyzed. Tear film samples were collected to assess matrix metalloproteinase (MMP)-9, tissue inhibitor of metalloproteinase (TIMP)-1, and the MMP-9/TIMP-1 ratio. Correlations between immune cell dynamics, symptoms, and tear inflammatory mediators, were analyzed. RESULTS Nineteen CL wearers (4 men and 15 women) aged 30 ± 5 years were included. Participants wore silicone hydrogel CLs for 8-10 h before clinical assessment. There was a significant association between comfort VAS and the maximum (rho = 0.533; p = 0.019) and average (rho = 0.506; p = 0.027) values of immune cell displacement speed. The concentration of MMP-9 was associated with the minimum value of trajectory speed (rho = 0.621; p = 0.031). Finally, the MMP-9/TIMP-1 ratio was associated with the maximum value of trajectory speed (rho = -0.717; p = 0.030), and the maximum (rho = -0.720; p = 0.008) and average (rho = -0.678; p = 0.015) values of displacement speed. CONCLUSION Corneal immune cell dynamics is related to sensations of discomfort in silicone hydrogel CL wearers, with cell speed possibly being regulated by inflammatory mediators assessed from the tear film. These observations may aid in understanding the mechanisms underlying the discomfort response.
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Affiliation(s)
- Laura Valencia-Nieto
- Instituto de Oftalmobiología Aplicada (IOBA), University of Valladolid, Valladolid, Spain; Departamento de Física Teórica, Atómica y Óptica, Facultad de Ciencias, University of Valladolid, Valladolid, Spain
| | - Katie Edwards
- Centre for Vision and Eye Research, Optometry and Vision Science, School of Clinical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | - Azadeh Tavakoli
- School of Optometry and Vision Science, University of New South Wales, Sydney, Australia
| | - María J González-García
- Instituto de Oftalmobiología Aplicada (IOBA), University of Valladolid, Valladolid, Spain; Departamento de Física Teórica, Atómica y Óptica, Facultad de Ciencias, University of Valladolid, Valladolid, Spain; Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Valladolid, Spain
| | - Alberto López-Miguel
- Instituto de Oftalmobiología Aplicada (IOBA), University of Valladolid, Valladolid, Spain; Departamento de Cirugía, Oftalmología, Otorrinolaringología y Fisioterapia, Facultad de Medicina, University of Valladolid, Valladolid, Spain
| | - Samantha Dando
- Centre for Immunology and Infection Control, School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | - Alex Hui
- School of Optometry and Vision Science, University of New South Wales, Sydney, Australia
| | - Maria Markoulli
- School of Optometry and Vision Science, University of New South Wales, Sydney, Australia
| | - Eric B Papas
- School of Optometry and Vision Science, University of New South Wales, Sydney, Australia
| | - Luisa H Colorado
- Centre for Vision and Eye Research, Optometry and Vision Science, School of Clinical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, Australia.
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Koseoglu ND, Chen E, Tuwani R, Kompa B, Cox SM, Cuneyt Ozmen M, Massaro-Giordano M, Beam AL, Hamrah P. Development and validation of a deep learning model for diagnosing neuropathic corneal pain via in vivo confocal microscopy. NPJ Digit Med 2025; 8:277. [PMID: 40369269 PMCID: PMC12078480 DOI: 10.1038/s41746-025-01577-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 03/20/2025] [Indexed: 05/16/2025] Open
Abstract
Neuropathic corneal pain (NCP) is an underdiagnosed ocular disorder caused by aberrant nociception and hypersensitivity of corneal nerves, often resulting in chronic pain and discomfort even in the absence of noxious stimuli. Recently, microneuromas (aberrant growth and swelling of the corneal nerve endings) detected using in vivo confocal microscopy (IVCM) have emerged as a promising biomarker for NCP. However, this process is time-intensive and error-prone, limiting its clinical use and availability. In this work, we present a new NCP screening system based on a deep learning model trained to detect microneuromas using a multisite dataset with a combined total of 103,168 IVCM images. Our model showed excellent discriminative ability detecting microneuromas (AuROC: 0.97) and the ability to generalize to data from a new institution (AuROC: 0.90). Additionally, our pipeline provides an uncertainty quantification mechanism that allows it to communicate when its predictions are reliable, further increasing its clinical relevance.
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Affiliation(s)
- Neslihan Dilruba Koseoglu
- Center for Translational Ocular Immunology and Cornea Service, New England Eye Center, Department of Ophthalmology, Tufts Medical Center, Tufts University School of Medicine, Boston, MA, USA
| | - Eric Chen
- Harvard-MIT Program in Health Sciences and Technology, Boston, MA, USA
| | - Rudraksh Tuwani
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Benjamin Kompa
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - Stephanie M Cox
- Center for Translational Ocular Immunology and Cornea Service, New England Eye Center, Department of Ophthalmology, Tufts Medical Center, Tufts University School of Medicine, Boston, MA, USA
| | - M Cuneyt Ozmen
- Center for Translational Ocular Immunology and Cornea Service, New England Eye Center, Department of Ophthalmology, Tufts Medical Center, Tufts University School of Medicine, Boston, MA, USA
| | - Mina Massaro-Giordano
- Scheie Eye Institute, Department of Ophthalmology, University of Pennsylvania, Philadelphia, PA, USA
| | - Andrew L Beam
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
| | - Pedram Hamrah
- Center for Translational Ocular Immunology and Cornea Service, New England Eye Center, Department of Ophthalmology, Tufts Medical Center, Tufts University School of Medicine, Boston, MA, USA.
- Department of Neuroscience, Tufts University School of Medicine, Boston, MA, USA.
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Park R, Spritz S, Zeng AY, Erukulla R, Zavala D, Merchant T, Gascon A, Jung R, Bigit B, Azar DT, Chang JH, Jalilian E, Djalilian AR, Guaiquil VH, Rosenblatt MI. Corneal Sensory Receptors and Pharmacological Therapies to Modulate Ocular Pain. Int J Mol Sci 2025; 26:4663. [PMID: 40429806 PMCID: PMC12111238 DOI: 10.3390/ijms26104663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2025] [Revised: 05/06/2025] [Accepted: 05/09/2025] [Indexed: 05/29/2025] Open
Abstract
Nociceptors respond to noxious stimuli and transmit pain signals to the central nervous system. In the cornea, the nociceptors located in the most external layer provide a myriad of sensation modalities. Damage to these corneal nerve fibers can induce neuropathic pain. In response, corneal nerves become sensitized to previously non-noxious stimuli. Assessing corneal pain origin is a complex ophthalmic challenge due to variations in its causes and manifestations. Current FDA-approved therapies for corneal nociceptive pain, such as acetaminophen and NSAIDs, provide only broad-acting relief with unwanted side effects, highlighting the need for precision medicine for corneal nociceptive pain. A few targeted treatments, including perfluorohexyloctane (F6H8) eye drops and Optive Plus (TRPV1 antagonist), are FDA-approved, while others are in preclinical development. Treatments that target signaling pathways related to neurotrophic factors, such as nerve growth factors and ion channels, such as the transient receptor potential (TRP) family or tropomyosin receptor kinase A, may provide a potential combinatory therapeutic approach. This review describes the roles of nociceptors in corneal pain. In addition, it evaluates molecules within nociceptor signaling pathways for their potential to serve as targets for efficient therapeutic strategies for corneal nociceptive pain aimed at modulating neurotrophic factors and nociceptive channel sensitivity.
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Affiliation(s)
- Ryan Park
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, College of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (R.P.); (S.S.); (D.Z.); (B.B.); (E.J.)
| | - Samantha Spritz
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, College of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (R.P.); (S.S.); (D.Z.); (B.B.); (E.J.)
| | - Anne Y. Zeng
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, College of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (R.P.); (S.S.); (D.Z.); (B.B.); (E.J.)
| | - Rohith Erukulla
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, College of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (R.P.); (S.S.); (D.Z.); (B.B.); (E.J.)
| | - Deneb Zavala
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, College of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (R.P.); (S.S.); (D.Z.); (B.B.); (E.J.)
| | - Tasha Merchant
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, College of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (R.P.); (S.S.); (D.Z.); (B.B.); (E.J.)
| | - Andres Gascon
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, College of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (R.P.); (S.S.); (D.Z.); (B.B.); (E.J.)
| | - Rebecca Jung
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, College of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (R.P.); (S.S.); (D.Z.); (B.B.); (E.J.)
| | - Bianca Bigit
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, College of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (R.P.); (S.S.); (D.Z.); (B.B.); (E.J.)
| | - Dimitri T. Azar
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, College of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (R.P.); (S.S.); (D.Z.); (B.B.); (E.J.)
| | - Jin-Hong Chang
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, College of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (R.P.); (S.S.); (D.Z.); (B.B.); (E.J.)
- Jesse Brown Veterans Affairs Medical Center, Chicago, IL 60612, USA
| | - Elmira Jalilian
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, College of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (R.P.); (S.S.); (D.Z.); (B.B.); (E.J.)
- Richard and Loan Hill Department of Bioengineering, University of Illinois Chicago, Chicago, IL 60607, USA
| | - Ali R. Djalilian
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, College of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (R.P.); (S.S.); (D.Z.); (B.B.); (E.J.)
| | - Victor H. Guaiquil
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, College of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (R.P.); (S.S.); (D.Z.); (B.B.); (E.J.)
| | - Mark I. Rosenblatt
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, College of Medicine, University of Illinois Chicago, Chicago, IL 60612, USA; (R.P.); (S.S.); (D.Z.); (B.B.); (E.J.)
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Vázquez A, Blanco-Vázquez M, Martínez-Plaza E, Sobas EM, González-García MJ, López-Miguel A, Ortega E, Enríquez-de-Salamanca A, Calonge M. Corneal Sensory Changes and Nerve Plexus Abnormalities in Chronic Neuropathic Ocular Pain and Dry Eye Postrefractive Surgery. Am J Ophthalmol 2025; 276:170-185. [PMID: 40252945 DOI: 10.1016/j.ajo.2025.04.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Revised: 03/30/2025] [Accepted: 04/01/2025] [Indexed: 04/21/2025]
Abstract
PURPOSE Chronic neuropathic ocular pain (NOP) can develop alongside chronic dry eye (DE) post-laser-assisted in-situ keratomileusis (LASIK), yet its specific characteristics remain poorly understood. This study aims to compare the clinical characteristics of patients who developed both DE and NOP after LASIK to those with only DE and to asymptomatic LASIK patients, to facilitate the diagnosis of NOP. METHODS Prospective, cross-sectional "case-control" comparison study. An 89-subject post-LASIK study comprised 3 groups: 34 patients developing NOP and DE (NOP-DE group), 25 patients developing only DE (DE group), and 30 asymptomatic subjects (control group). Assessments included clinical history and symptom questionnaires (OSDI, mSIDEQ, NRS, WFPRS), anxiety and depression evaluation (HADS), tear film stability (osmolarity and TBUT) and production (Schirmer), and ocular surface integrity. Corneal mechanical and thermal sensitivity thresholds were measured using Belmonte's noncontact esthesiometer, whereas tactile sensitivity threshold was assessed pre-/post-topical anesthesia using the Cochet-Bonnet esthesiometer. In vivo confocal microscopy (IVCM) was used to evaluate the sub-basal nerve plexus characteristics and dendritic cell density in the central cornea. Group comparisons and correlations were conducted. RESULTS Compared with DE group, patients in the NOP-DE group exhibited significantly more DE symptoms with mSIDEQ (P = .019) higher level of pain with NRS and WFPRS, increased use of ocular lubrication (P = .003), greater frequency of patients with pathological results on anxiety and depression questionnaires (P < .001), and a higher prevalence of central sensitization syndromes (P < .001). Additionally, NOP-DE patients demonstrated higher tactile corneal sensitivity post-topical anesthesia (P = .002). IVCM revealed lower nerve density (P = .049) and higher microneuroma density (P = .008) in the sub-basal nerve plexus of NOP-DE patients compared to DE patients without NOP (P = .008). Most nerve metrics correlated moderately to strongly with clinical parameters. CONCLUSIONS Persistent high corneal tactile sensitivity postanesthesia, reduced nerve density, and increased microneuroma density in the central cornea may serve as diagnostic indicators for confirming NOP in patients experiencing chronic DE post-LASIK. These findings underscore the potential utility of incorporating these measures into clinical assessments to improve diagnostic accuracy and guide management strategies in this patient population.
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Affiliation(s)
- Amanda Vázquez
- From the IOBA (Institute of Applied Ophthalmobiology) (A.V., M.B.V., E.M.P., E.M.S., M.J.G.G., A.L.M., E.O., A.E.S., M.C.), Universidad de Valladolid (UVa), Valladolid, Spain; UDOVA (Pain Unit of Valladolid HURH-HCUV) (A.V., E.O.), National Health System, Castilla y Leon, Spain.
| | - Marta Blanco-Vázquez
- From the IOBA (Institute of Applied Ophthalmobiology) (A.V., M.B.V., E.M.P., E.M.S., M.J.G.G., A.L.M., E.O., A.E.S., M.C.), Universidad de Valladolid (UVa), Valladolid, Spain
| | - Elena Martínez-Plaza
- From the IOBA (Institute of Applied Ophthalmobiology) (A.V., M.B.V., E.M.P., E.M.S., M.J.G.G., A.L.M., E.O., A.E.S., M.C.), Universidad de Valladolid (UVa), Valladolid, Spain
| | - Eva M Sobas
- From the IOBA (Institute of Applied Ophthalmobiology) (A.V., M.B.V., E.M.P., E.M.S., M.J.G.G., A.L.M., E.O., A.E.S., M.C.), Universidad de Valladolid (UVa), Valladolid, Spain
| | - María J González-García
- From the IOBA (Institute of Applied Ophthalmobiology) (A.V., M.B.V., E.M.P., E.M.S., M.J.G.G., A.L.M., E.O., A.E.S., M.C.), Universidad de Valladolid (UVa), Valladolid, Spain; CIBER-BBN (Biomedical Research Networking Center Bioengineering, Biomaterials and Nanomedicine) (M.J.G.G., A.E.S., M.C.), Carlos III National Institute of Health, Madrid, Spain
| | - Alberto López-Miguel
- From the IOBA (Institute of Applied Ophthalmobiology) (A.V., M.B.V., E.M.P., E.M.S., M.J.G.G., A.L.M., E.O., A.E.S., M.C.), Universidad de Valladolid (UVa), Valladolid, Spain
| | - Enrique Ortega
- From the IOBA (Institute of Applied Ophthalmobiology) (A.V., M.B.V., E.M.P., E.M.S., M.J.G.G., A.L.M., E.O., A.E.S., M.C.), Universidad de Valladolid (UVa), Valladolid, Spain; UDOVA (Pain Unit of Valladolid HURH-HCUV) (A.V., E.O.), National Health System, Castilla y Leon, Spain
| | - Amalia Enríquez-de-Salamanca
- From the IOBA (Institute of Applied Ophthalmobiology) (A.V., M.B.V., E.M.P., E.M.S., M.J.G.G., A.L.M., E.O., A.E.S., M.C.), Universidad de Valladolid (UVa), Valladolid, Spain; CIBER-BBN (Biomedical Research Networking Center Bioengineering, Biomaterials and Nanomedicine) (M.J.G.G., A.E.S., M.C.), Carlos III National Institute of Health, Madrid, Spain
| | - Margarita Calonge
- From the IOBA (Institute of Applied Ophthalmobiology) (A.V., M.B.V., E.M.P., E.M.S., M.J.G.G., A.L.M., E.O., A.E.S., M.C.), Universidad de Valladolid (UVa), Valladolid, Spain; CIBER-BBN (Biomedical Research Networking Center Bioengineering, Biomaterials and Nanomedicine) (M.J.G.G., A.E.S., M.C.), Carlos III National Institute of Health, Madrid, Spain.
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Font CS, Cortina MS. Neurotrophic keratopathy: Update in diagnosis and management. Indian J Ophthalmol 2025; 73:483-495. [PMID: 40146136 PMCID: PMC12097415 DOI: 10.4103/ijo.ijo_2963_24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2024] [Revised: 02/25/2025] [Accepted: 03/02/2025] [Indexed: 03/28/2025] Open
Abstract
The cornea is the most densely sensory innervated tissue in the body. Sensory corneal nerves are essential to maintain ocular surface homeostasis and are involved in the blink reflex, tear production, and the release of trophic factors that are key in the wound healing process. Compromise of corneal sensory nerves leads to neurotrophic keratopathy (NK), an uncommon degenerative disorder that may lead to corneal epithelial breakdown, ulceration, corneal opacification, and even perforation. Management of this condition is difficult and visual disability often ensues in affected patients. While treatment has been traditionally focused in promoting epithelial healing, the past decade has seen a breakthrough in new medical and surgical therapies geared toward promoting corneal reinnervation. This review presents a comprehensive update on NK, focusing on current as well as potential new strategies for its diagnosis and management.
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Affiliation(s)
| | - Maria Soledad Cortina
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, University of Illinois College of Medicine, Chicago, Illinois, USA
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Cantrell C, Rilinger R, Stallkamp Tidd SJ, Wilson R. Corneal Confocal Microscopy in Postural Orthostatic Tachycardia Syndrome (POTS) as a Diagnostic Tool for Small Fiber Neuropathy. Cureus 2025; 17:e82781. [PMID: 40271232 PMCID: PMC12015762 DOI: 10.7759/cureus.82781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/17/2025] [Indexed: 04/25/2025] Open
Abstract
OBJECTIVE Postural orthostatic tachycardia syndrome (POTS) is a debilitating condition characterized by autonomic dysregulation. Patients with this disorder may experience orthostatic intolerance, palpitations, fatigue, and a wide variety of other symptoms. The neuropathic symptoms of POTS may be caused by small fiber neuropathy (SFN), which is currently diagnosed using skin nerve biopsy. Corneal confocal microscopy (CCM) is an imaging modality that allows visualization of the corneal nerve layer. Our study aimed to determine whether CCM could detect differences in small nerve fiber parameters between POTS patients with and without signs or symptoms of SFN. MATERIALS AND METHODS CCM was performed on nine patients, along with a neurological examination. Participants were also asked about neuropathic symptoms by a researcher. Based on examination findings and/or reported symptoms, patients were categorized into SFN+ and SFN- groups for comparison. A chart review was conducted to gather demographic data, medications, autonomic testing results, and medical history, including common POTS comorbidities. RESULTS Comparison of nerve fiber parameters using CCM did not reveal a statistically significant difference between the groups. However, valuable insights were gained regarding the logistics of conducting this type of study in POTS patients, including adapting to challenges and improving coordination between the neurology and ophthalmology departments. CONCLUSIONS CCM may one day replace skin nerve biopsy as a diagnostic tool for SFN in POTS patients. Although this preliminary analysis did not demonstrate significant findings, likely due to the small sample size, we believe CCM may still have a role in POTS research and could eventually become a diagnostic tool used in autonomic clinics.
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Affiliation(s)
| | - Ryan Rilinger
- Cleveland Clinic Lerner College of Medicine, Cleveland Clinic, Cleveland, USA
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Liu Y, Ma B, Zhao L, Li H, Li W, Sun Z, Duan H, Zhao Y, Qi H. Influence of dendritic cells on corneal nerve morphological analysis and clinical relevance in chronic dry eye disease after femtosecond laser-assisted laser in situ keratomileusis. Front Med (Lausanne) 2025; 12:1568787. [PMID: 40231078 PMCID: PMC11994687 DOI: 10.3389/fmed.2025.1568787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2025] [Accepted: 03/03/2025] [Indexed: 04/16/2025] Open
Abstract
Purpose This study aims to investigate the influence of dendritic cells (DCs) on corneal nerve morphology and the clinical significance in chronic Femtosecond Laser-Assisted Laser in Situ Keratomileusis (FS-LASIK) related dry eye disease (DED). Methods The cross-sectional study was conducted involving healthy control, DED without FS-LASIK group, and DED after FS-LASIK group. Clinical parameters such as ocular surface disease index (OSDI), fluorescein tear breakup time (FBUT), corneal fluorescein staining (CFS) scores, Schirmer I test (SIt), Cochet-Bonnet esthesiometer (C-BE) were recorded. DCs of in vivo confocal microscopy images were included or excluded during corneal nerve segmentation. Key morphological parameters, including corneal nerve fiber density (CNFD), corneal nerve branch density (CNBD), tortuosity, and box-count fractal dimension (Boxdim), were measured. The impact of DCs on nerve metrics and clinical parameters and the correlations between each other were assessed. Results The significant reduce in key morphological parameters was observed after eliminating DCs. Significant differences of morphological parameters were observed in DED after FS-LASIK group compared with other two groups. With the increased presence of DCs density in DED especially in DED after FS-LASIK group, the presence of DCs introduced false positives in the correlation analysis of DCs density with corneal morphology in DED after FS-LASIK and in the correlation analysis of corneal morphology with clinical characteristics in DED without FS-LASIK. Conclusion The presence of DCs introduces significant biases in the assessments of corneal nerve morphology, primarily false-positive results in DED especially chronic FS-LASIK related DED. Their exclusion improves the precision of nerve measurements, which may enhance the clinical evaluation of corneal nerve morphology. These findings highlight the importance of precise segmentation techniques to minimize DCs related interference in clinical practice.
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Affiliation(s)
- Yilin Liu
- Department of Ophthalmology, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China
| | - Baikai Ma
- Department of Ophthalmology, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China
| | - Lu Zhao
- Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing Ophthalmic and Visual Science Key Laboratory, Beijing, China
| | - Hongshuo Li
- Cixi Institute of BioMedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China
| | - Wenlong Li
- Department of Ophthalmology, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China
| | - Zhengze Sun
- Department of Ophthalmology, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China
| | - Hongyu Duan
- Department of Ophthalmology, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China
| | - Yitian Zhao
- Cixi Institute of BioMedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China
| | - Hong Qi
- Department of Ophthalmology, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China
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9
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Yan C, Jin L, Zhang Q, Liu X, Yu T, Zhao F, Mu Y, Xu J, Zhang L. Management of delayed corneal epithelial healing after refractive surgery: five case reports. Front Med (Lausanne) 2025; 12:1517403. [PMID: 40103788 PMCID: PMC11913852 DOI: 10.3389/fmed.2025.1517403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2024] [Accepted: 01/31/2025] [Indexed: 03/20/2025] Open
Abstract
Background Transepithelial photorefractive keratectomy using Smart Pulse Technology (SPT-TransPRK) is currently the leading method for superficial refractive surgery, offering advantages such as a non-contact procedure, shorter operation times, and excellent patient cooperation. Laser ablation of the corneal epithelium, Bowman's membrane, and the stroma can effectively correct refractive errors. Thus, the complete healing of the corneal epithelium post-surgery is essential for ensuring good vision. Refractive surgeons should enhance their understanding of corneal wound healing mechanisms and focus on the repair of the corneal epithelium following refractive surgery to ensure the quality of visual health of patients. Case presentation A total of five patients experienced varying degrees of delayed corneal epithelial healing following refractive surgery. In Case 1, unhealthy corneal epithelial debris was removed, and ophthalmic ointment was applied to cover the eyes instead of using bandage contact lenses (BCLs) to reconstruct the corneal epithelial barrier. This approach was also successfully implemented in Case 2. Furthermore, amniotic membrane transplantation (AMT) can quickly establish a corneal barrier and promote corneal epithelial regeneration, especially in cases of extensive corneal epithelial detachment. The remaining three patients were suspected of having corneal viral infections based on their medical history and the observation of corneal pathology using a slit lamp microscope. To prevent further infection and promote regeneration, topical steroid drops were discontinued early, and topical antiviral and corneal epithelial regeneration medications were administered alongside systemic antiviral therapy. Steroid drops were resumed after corneal epithelial healing to effectively prevent post-refractive haze. Conclusion Delays in corneal epithelial healing after refractive surgery should be taken seriously. BCLs, steroids, and both topical and systemic antiviral therapies should be properly utilized when there is a delay in corneal epithelial healing.
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Affiliation(s)
- Chunxiao Yan
- Department of Ophthalmology, The Third People's Hospital of Dalian, Dalian Municipal Eye Hospital, Dalian Municipal Cancer Hospital, Liaoning Provincial Key Laboratory of Cornea and Ocular Surface Diseases, Liaoning Provincial Optometry Technology Engineering Research Center, National Clinical Research Center for Eye Diseases, Dalian, Liaoning, China
- Dalian Medical University, Dalian, Liaoning, China
| | - Lin Jin
- Department of Ophthalmology, The Third People's Hospital of Dalian, Dalian Municipal Eye Hospital, Dalian Municipal Cancer Hospital, Liaoning Provincial Key Laboratory of Cornea and Ocular Surface Diseases, Liaoning Provincial Optometry Technology Engineering Research Center, National Clinical Research Center for Eye Diseases, Dalian, Liaoning, China
| | - Qiaosi Zhang
- Department of Ophthalmology, The Third People's Hospital of Dalian, Dalian Municipal Eye Hospital, Dalian Municipal Cancer Hospital, Liaoning Provincial Key Laboratory of Cornea and Ocular Surface Diseases, Liaoning Provincial Optometry Technology Engineering Research Center, National Clinical Research Center for Eye Diseases, Dalian, Liaoning, China
| | - Xiaoyu Liu
- Department of Ophthalmology, The Third People's Hospital of Dalian, Dalian Municipal Eye Hospital, Dalian Municipal Cancer Hospital, Liaoning Provincial Key Laboratory of Cornea and Ocular Surface Diseases, Liaoning Provincial Optometry Technology Engineering Research Center, National Clinical Research Center for Eye Diseases, Dalian, Liaoning, China
| | - Taorui Yu
- Department of Ophthalmology, The Third People's Hospital of Dalian, Dalian Municipal Eye Hospital, Dalian Municipal Cancer Hospital, Liaoning Provincial Key Laboratory of Cornea and Ocular Surface Diseases, Liaoning Provincial Optometry Technology Engineering Research Center, National Clinical Research Center for Eye Diseases, Dalian, Liaoning, China
- Dalian Medical University, Dalian, Liaoning, China
| | - Fangkun Zhao
- Department of Ophthalmology, The Fourth Affiliated Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yanan Mu
- Department of Ophthalmology, The Third People's Hospital of Dalian, Dalian Municipal Eye Hospital, Dalian Municipal Cancer Hospital, Liaoning Provincial Key Laboratory of Cornea and Ocular Surface Diseases, Liaoning Provincial Optometry Technology Engineering Research Center, National Clinical Research Center for Eye Diseases, Dalian, Liaoning, China
| | - Jun Xu
- Department of Ophthalmology, The Third People's Hospital of Dalian, Dalian Municipal Eye Hospital, Dalian Municipal Cancer Hospital, Liaoning Provincial Key Laboratory of Cornea and Ocular Surface Diseases, Liaoning Provincial Optometry Technology Engineering Research Center, National Clinical Research Center for Eye Diseases, Dalian, Liaoning, China
| | - Lijun Zhang
- Department of Ophthalmology, The Third People's Hospital of Dalian, Dalian Municipal Eye Hospital, Dalian Municipal Cancer Hospital, Liaoning Provincial Key Laboratory of Cornea and Ocular Surface Diseases, Liaoning Provincial Optometry Technology Engineering Research Center, National Clinical Research Center for Eye Diseases, Dalian, Liaoning, China
- Dalian Medical University, Dalian, Liaoning, China
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10
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Feng Z, Yu K, Chen Y, Wang G, Deng Y, Wang W, Xu R, Zhang Y, Xiao P, Yuan J. Geometrical Features of Subbasal Corneal Whorl-like Nerve Patterns in Dry Eye Disease: An In Vivo Confocal Microscopy Study. OPHTHALMOLOGY SCIENCE 2025; 5:100669. [PMID: 39896423 PMCID: PMC11787521 DOI: 10.1016/j.xops.2024.100669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2024] [Revised: 11/03/2024] [Accepted: 12/02/2024] [Indexed: 02/04/2025]
Abstract
Purpose To investigate the geometrical feature of the whorl-like corneal nerve in dry eye disease (DED) across different severity levels and subtypes and preliminarily explore its diagnostic ability. Design Cross-sectional study. Participants The study included 29 healthy subjects (51 eyes) and 62 DED patients (95 eyes). Methods All subjects underwent comprehensive ophthalmic examinations, dry eye tests, and in vivo confocal microscopy to visualize the whorl-like corneal nerve at the inferior whorl (IW) region and the straight nerve at the central cornea. The structure of the corneal nerve was extracted and characterized using the fractal dimension (CNDf), multifractal dimension (CND0), tortuosity (CNTor), fiber length (CNFL), and numbers of branching points. Main Outcome Measures The characteristics of quantified whorl-like corneal nerve metrics in different groups of severity and subtype defined by symptoms and signs of DED. Results Compared with the healthy controls, the CNDf, CND0, and CNFL of the IW decreased significantly as early as grade 1 DED (P < 0.05), whereas CNTor increased (P < 0.05). These parameters did not change significantly in the straight nerve. As the DED severity increased, CNDf and CNFL in the whorl-like nerve further decreased in grade 3 DED compared with grade 1. Significant nerve fiber loss was observed in aqueous-deficient DED compared with evaporative DED (P < 0.05). Whorl-like nerve metrics correlated with ocular discomfort, tear film break-up time, tear secretion, and corneal fluorescein staining, respectively (P < 0.05). Furthermore, merging parameters of whorl-like and linear nerve showed an area under the curve value of 0.910 in diagnosing DED. Conclusions Geometrical parameters of IW could potentially allow optimization of the staging of DED. Reliable and objective measurements for the whorl-like cornea nerve might facilitate patient stratification and diagnosis of DED. Financial Disclosures Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Ziqing Feng
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Centre, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Kang Yu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Centre, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Yupei Chen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Centre, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Gengyuan Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Centre, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Yuqing Deng
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Centre, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Wei Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Centre, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Ruiwen Xu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Centre, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Yimin Zhang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Centre, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Peng Xiao
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Centre, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Jin Yuan
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Centre, Sun Yat-Sen University, Guangzhou, Guangdong, China
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11
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Leccisotti A, Fields SV, De Bartolo G, Crudale C, Posarelli M. Optical Coherence Tomography in Infectious Keratitis After Femtosecond Keratorefractive Surgery. J Clin Med 2025; 14:1067. [PMID: 40004598 PMCID: PMC11856634 DOI: 10.3390/jcm14041067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2024] [Revised: 01/21/2025] [Accepted: 02/02/2025] [Indexed: 02/27/2025] Open
Abstract
Objectives: Anterior Segment Optical coherence tomography (AS-OCT) can help in the diagnosis and treatment of infectious keratitis, but it has not been studied in cases occurring after corneal refractive surgery procedures such as femtosecond laser in situ keratomileusis (FS-LASIK) and keratorefractive lenticule extraction (KLEx). In these procedures, a surgical interface is created, where infections usually start, thus determining a different AS-OCT pattern compared to non-surgical infections, which begin on the corneal surface. Methods: We retrospectively reviewed 22,756 eyes of 13,564 patients who underwent FS-LASIK and KLEx at our surgical center. Results: Four cases of post-refractive surgery infectious keratitis were included (two after FS-LASIK and two after KLEx), in which the AS-OCT identified an initial infiltrate in the interface, followed by interface inflammation. In one case, after FS-LASIK, interface fluid accumulation occurred. In one case, after KLEx, diffuse interface inflammation led to stromal reabsorption, later compensated by stromal reformation and epithelial hyperplasia, well documented by OCT. Conclusions: AS-OCT represents a useful tool for assessing corneal infections after refractive surgery, guiding the treatment, and evaluating the healing process and residual corneal scarring.
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Affiliation(s)
- Antonio Leccisotti
- Siena Eye Laser, 53036 Poggibonsi, Italy; (S.V.F.); (G.D.B.); (C.C.); (M.P.)
- School of Biomedical Sciences, Ulster University, Coleraine BT52 1SA, UK
- Centre for Research in Refractive Surgery, 53035 Siena, Italy
| | - Stefania V. Fields
- Siena Eye Laser, 53036 Poggibonsi, Italy; (S.V.F.); (G.D.B.); (C.C.); (M.P.)
- Centre for Research in Refractive Surgery, 53035 Siena, Italy
| | - Giuseppe De Bartolo
- Siena Eye Laser, 53036 Poggibonsi, Italy; (S.V.F.); (G.D.B.); (C.C.); (M.P.)
- Centre for Research in Refractive Surgery, 53035 Siena, Italy
| | - Christian Crudale
- Siena Eye Laser, 53036 Poggibonsi, Italy; (S.V.F.); (G.D.B.); (C.C.); (M.P.)
- Centre for Research in Refractive Surgery, 53035 Siena, Italy
| | - Matteo Posarelli
- Siena Eye Laser, 53036 Poggibonsi, Italy; (S.V.F.); (G.D.B.); (C.C.); (M.P.)
- Centre for Research in Refractive Surgery, 53035 Siena, Italy
- Department of Ophthalmology, Liverpool University, Liverpool L3 5TR, UK
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12
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McPheeters MT, Blackburn BJ, Lu EY, Widjaja-Adhi MAK, Rollins AM, Golczak M, Dupps WJ, Jenkins MW. Non-contact confocal calcium imaging of in vivo murine corneal nerves. BIOMEDICAL OPTICS EXPRESS 2025; 16:1-11. [PMID: 39816143 PMCID: PMC11729291 DOI: 10.1364/boe.543333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Revised: 10/24/2024] [Accepted: 10/30/2024] [Indexed: 01/18/2025]
Abstract
Abnormal corneal nerve function and associated disease is a significant public health concern. It is associated with prevalent ocular surface diseases, including dry eye disease. Corneal nerve dysfunction is also a common side effect of refractive surgeries, as well as a symptom of diseases that cause peripheral neuropathies. Here, we demonstrate in vivo calcium imaging of mouse corneal nerves expressing GCaMP6f, a genetically encoded calcium indicator. A custom fluorescence imaging and stereotactic system was designed, allowing for non-contact imaging of the mouse cornea with an air objective. Dynamic imaging of neuronal activity is demonstrated in the various layers of the cornea and in response to local anesthetic administration. This approach demonstrates a less invasive means of assessing corneal nerve function than has been previously used, and has significant potential for studying the effects of ocular diseases, refractive surgeries, and peripheral neuropathies on corneal nerve function, as well as the effectiveness of various therapies to treat corneal nerve dysfunction.
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Affiliation(s)
- Matthew T. McPheeters
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Brecken J. Blackburn
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Eric Y. Lu
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA
| | | | - Andrew M. Rollins
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Marcin Golczak
- Department of Pharmacology, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, USA
- Cleveland Center for Membrane and Structural Biology, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, USA
| | - William J. Dupps
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA
- Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, OH 44106, USA
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH 44106, USA
| | - Michael W. Jenkins
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA
- Department of Pediatrics, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, USA
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13
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Klimas R, Sturm D, Altenborg A, Stylianou N, Huckemann S, Gasz Z, Grüter T, Philipps J, Greiner T, Maier C, Eitner L, Enax-Krumova E, Vorgerd M, Schwenkreis P, Gold R, Fisse AL, Motte J, Pitarokoili K. Assessing axonal pathology and disease progression in chronic inflammatory demyelinating polyneuropathy using corneal confocal microscopy. J Neurol 2024; 272:51. [PMID: 39666102 PMCID: PMC11638281 DOI: 10.1007/s00415-024-12812-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Revised: 09/15/2024] [Accepted: 09/29/2024] [Indexed: 12/13/2024]
Abstract
OBJECTIVE Chronic inflammatory demyelinating polyradiculoneuropathy (CIDP) is an autoimmune neuropathy characterized by progressive or relapsing-remitting weakness and sensory deficits. This study aims to evaluate the utility of corneal confocal microscopy (CCM) in diagnosing and monitoring CIDP. METHODS We analysed 100 CIDP patients and 31 healthy controls using CCM to measure corneal nerve fiber density (CNFD), length (CNFL), and branch density (CNBD). Standardized clinical and electroneurographic evaluation were conducted, and statistical analyses were performed to compare CCM parameters between groups and across disease stages. RESULTS CIDP patients and subgroups exhibited significant reduction in CNFD, CNFL, and CNBD compared to controls. This reduction was observed in late disease stages and severe overall disability sum score (ODSS), and Inflammatory Neuropathy Cause and Treatment Sensory Sum Score (ISS). CCM parameters correlated with axonal pathology in electroneurography of sensory, but not motor nerves. Despite the significant differences, the diagnostic sensitivity (41%) and specificity (77%) of CCM parameters were limited. CONCLUSION While CCM effectively differentiates CIDP patients from healthy controls and was associated with disease severity, its diagnostic accuracy for routine clinical use is a posteriori. However, CCM shows promise as a non-invasive tool for monitoring sensory axonal pathology in CIDP.
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Affiliation(s)
- Rafael Klimas
- Department of Neurology, St. Josef-Hospital, Ruhr-University, Gudrunstrasse 56, 44791, Bochum, Germany.
- Immunmediated Neuropathies Biobank (INHIBIT), Ruhr-University, Bochum, Germany.
| | - Dietrich Sturm
- Immunmediated Neuropathies Biobank (INHIBIT), Ruhr-University, Bochum, Germany
- Department of Neurology, Agaplesion Bethesda Hospital, Wuppertal, Germany
- Department of Neurology, BG University-Hospital Bergmannsheil Bochum, Ruhr-University, Bochum, Germany
| | - Annika Altenborg
- Department of Neurology, St. Josef-Hospital, Ruhr-University, Gudrunstrasse 56, 44791, Bochum, Germany
- Immunmediated Neuropathies Biobank (INHIBIT), Ruhr-University, Bochum, Germany
| | - Nayia Stylianou
- Department of Neurology, St. Josef-Hospital, Ruhr-University, Gudrunstrasse 56, 44791, Bochum, Germany
- Immunmediated Neuropathies Biobank (INHIBIT), Ruhr-University, Bochum, Germany
| | - Sophie Huckemann
- Department of Neurology, St. Josef-Hospital, Ruhr-University, Gudrunstrasse 56, 44791, Bochum, Germany
- Immunmediated Neuropathies Biobank (INHIBIT), Ruhr-University, Bochum, Germany
| | - Zornitsa Gasz
- Department of Neurology, St. Josef-Hospital, Ruhr-University, Gudrunstrasse 56, 44791, Bochum, Germany
- Immunmediated Neuropathies Biobank (INHIBIT), Ruhr-University, Bochum, Germany
| | - Thomas Grüter
- Department of Neurology, St. Josef-Hospital, Ruhr-University, Gudrunstrasse 56, 44791, Bochum, Germany
- Immunmediated Neuropathies Biobank (INHIBIT), Ruhr-University, Bochum, Germany
- Department of Neurology and Stroke Unit, Evangelical Hospital Lippstadt, Lippstadt, Germany
| | - Jörg Philipps
- Department of Neurology and Neurogeriatrics, Johannes-Wesling-Klinikum Minden, Ruhr-University, Bochum, Germany
| | - Tineke Greiner
- Department of Neurology, BG University-Hospital Bergmannsheil Bochum, Ruhr-University, Bochum, Germany
| | - Christoph Maier
- Department of Pediatrics, St. Josef-Hospital, Ruhr-University Bochum, Bochum, Germany
| | - Lynn Eitner
- Department of Pediatrics, St. Josef-Hospital, Ruhr-University Bochum, Bochum, Germany
| | - Elena Enax-Krumova
- Department of Neurology, BG University-Hospital Bergmannsheil Bochum, Ruhr-University, Bochum, Germany
| | - Matthias Vorgerd
- Department of Neurology, BG University-Hospital Bergmannsheil Bochum, Ruhr-University, Bochum, Germany
| | - Peter Schwenkreis
- Department of Neurology, BG University-Hospital Bergmannsheil Bochum, Ruhr-University, Bochum, Germany
| | - Ralf Gold
- Department of Neurology, St. Josef-Hospital, Ruhr-University, Gudrunstrasse 56, 44791, Bochum, Germany
- Immunmediated Neuropathies Biobank (INHIBIT), Ruhr-University, Bochum, Germany
| | - Anna Lena Fisse
- Department of Neurology, St. Josef-Hospital, Ruhr-University, Gudrunstrasse 56, 44791, Bochum, Germany
- Immunmediated Neuropathies Biobank (INHIBIT), Ruhr-University, Bochum, Germany
| | - Jeremias Motte
- Department of Neurology, St. Josef-Hospital, Ruhr-University, Gudrunstrasse 56, 44791, Bochum, Germany
- Immunmediated Neuropathies Biobank (INHIBIT), Ruhr-University, Bochum, Germany
| | - Kalliopi Pitarokoili
- Department of Neurology, St. Josef-Hospital, Ruhr-University, Gudrunstrasse 56, 44791, Bochum, Germany
- Immunmediated Neuropathies Biobank (INHIBIT), Ruhr-University, Bochum, Germany
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14
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Huang D, Li Z. Multidimensional immunotherapy for dry eye disease: current status and future directions. FRONTIERS IN OPHTHALMOLOGY 2024; 4:1449283. [PMID: 39554604 PMCID: PMC11564177 DOI: 10.3389/fopht.2024.1449283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Accepted: 10/10/2024] [Indexed: 11/19/2024]
Abstract
Dry Eye Disease (DED) is a multifactorial condition driven by tear film hyperosmolarity, immune dysregulation, and neuro-immune interactions. The immune system plays a central role in its pathogenesis, influencing both inflammation and ocular surface damage. While traditional immunotherapies like anti-inflammatory agents and immunosuppressants offer symptom relief, their long-term use is limited by side effects. This review focuses on emerging immunotherapies, including biologics, stem cell therapy, gene therapy, nanotechnology, and exosome-based treatments, all of which hold promise in modulating immune responses and promoting tissue repair. The relationship between the ocular microbiome and DED is also explored, with an emphasis on personalized immunotherapy. Key challenges for future research include identifying novel therapeutic targets, optimizing clinical translation, and evaluating the long-term efficacy of these innovative treatments.
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Affiliation(s)
- Duliurui Huang
- Department of Ophthalmology, People’s Hospital of Zhengzhou University, Henan Provincial People’s Hospital, Zhengzhou, China
- Henan Eye Institute, Henan Eye Hospital, Henan Provincial People’s Hospital, People’s Hospital of Henan University, People’s Hospital of Zhengzhou University, Zhengzhou, China
| | - Zhijie Li
- Department of Ophthalmology, People’s Hospital of Zhengzhou University, Henan Provincial People’s Hospital, Zhengzhou, China
- Henan Eye Institute, Henan Eye Hospital, Henan Provincial People’s Hospital, People’s Hospital of Henan University, People’s Hospital of Zhengzhou University, Zhengzhou, China
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15
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Maher C, Chen Z, Zhou Y, You J, Sutton G, Wallace G. Innervation in corneal bioengineering. Acta Biomater 2024; 189:73-87. [PMID: 39393658 DOI: 10.1016/j.actbio.2024.10.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 09/24/2024] [Accepted: 10/06/2024] [Indexed: 10/13/2024]
Abstract
Given the crucial role nerves play in maintaining corneal function and integrity, the ability of bioengineered cornea to demonstrate functional nerve regeneration directly influences their longevity and stability. Despite advances in biofabrication techniques and an increasing appreciation of the importance of neural innervation, to this day none have completely replicated the complexity and functionality of the cornea with successful innervation. This review evaluates the materials and fabrication techniques used to produce and enhance innervation in bioengineered cornea. Approaches to facilitating innervation are discussed and methods of assessing innervation compared. Finally, current challenges and future directions for innervated bioengineered cornea are presented, providing guidance for future work. STATEMENT OF SIGNIFICANCE: The functional nerve regeneration in bioengineered corneas directly influences their longevity and stability. Despite advancements in biofabrication techniques and growing recognition of the importance of neural innervation for bioengineered cornea, there remains a lack of comprehensive reviews on this topic. This review addresses the critical gap by evaluating the materials and fabrication techniques employed to promote innervation in bioengineered corneas. Additionally, we discuss various approaches to enhancing innervation, compare assessment methods, and examine both in vitro and in vivo responses. By providing a comprehensive overview of the current state of research and highlighting challenges and future directions, this review aims to provide guidance for inducing innervation of bioengineered cornea.
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Affiliation(s)
- Clare Maher
- Intelligent Polymer Research Institute, AIIM Facility, Innovation Campus, University of Wollongong, Fairy Meadow, New South Wales, Australia; School of Medicine, University of Notre Dame, Sydney, NSW, Australia
| | - Zhi Chen
- Intelligent Polymer Research Institute, AIIM Facility, Innovation Campus, University of Wollongong, Fairy Meadow, New South Wales, Australia.
| | - Ying Zhou
- Intelligent Polymer Research Institute, AIIM Facility, Innovation Campus, University of Wollongong, Fairy Meadow, New South Wales, Australia
| | - Jingjing You
- Save Sight Institute, University of Sydney, Sydney, New South Wales 2000, Australia
| | - Gerard Sutton
- Save Sight Institute, University of Sydney, Sydney, New South Wales 2000, Australia; Lions New South Wales Eye Bank and New South Wales Bone Bank, New South Wales Organ and Tissue Donation Service, GPO Box 1614, Sydney, New South Wales 2000, Australia; Sydney Medical School, University of Sydney, Sydney, New South Wales 2006, Australia
| | - Gordon Wallace
- Intelligent Polymer Research Institute, AIIM Facility, Innovation Campus, University of Wollongong, Fairy Meadow, New South Wales, Australia.
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Singh RB, Koh S, Sharma N, Woreta FA, Hafezi F, Dua HS, Jhanji V. Keratoconus. Nat Rev Dis Primers 2024; 10:81. [PMID: 39448666 DOI: 10.1038/s41572-024-00565-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/25/2024] [Indexed: 10/26/2024]
Abstract
Keratoconus is a progressive eye disorder primarily affecting individuals in adolescence and early adulthood. The ectatic changes in the cornea cause thinning and cone-like steepening leading to irregular astigmatism and reduced vision. Keratoconus is a complex disorder with a multifaceted aetiology and pathogenesis, including genetic, environmental, biomechanical and cellular factors. Environmental factors, such as eye rubbing, UV light exposure and contact lens wearing, are associated with disease progression. On the cellular level, a complex interplay of hormonal changes, alterations in enzymatic activity that modify extracellular membrane stiffness, and changes in biochemical and biomechanical signalling pathways disrupt collagen cross-linking within the stroma, contributing to structural integrity loss and distortion of normal corneal anatomy. Clinically, keratoconus is diagnosed through clinical examination and corneal imaging. Advanced imaging platforms have improved the detection of keratoconus, facilitating early diagnosis and monitoring of disease progression. Treatment strategies for keratoconus are tailored to disease severity and progression. In early stages, vision correction with glasses or soft contact lenses may suffice. As the condition advances, rigid gas-permeable contact lenses or scleral lenses are prescribed. Corneal cross-linking has emerged as a pivotal treatment aimed at halting the progression of corneal ectasia. In patients with keratoconus with scarring or contact lens intolerance, surgical interventions are performed.
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Affiliation(s)
- Rohan Bir Singh
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
- Department of Ophthalmology, Leiden University Medical Center, Leiden, Netherlands
| | - Shizuka Koh
- Department of Innovative Visual Science, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Namrata Sharma
- Dr. Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India
| | - Fasika A Woreta
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Farhad Hafezi
- ELZA Institute, Zurich, Switzerland
- EMAGine AG, Zug, Switzerland
- Department of Ophthalmology, NYU Grossman School of Medicine, New York, NY, USA
| | - Harminder S Dua
- Department of Ophthalmology, University of Nottingham, Nottingham, UK
| | - Vishal Jhanji
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
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Mohamed MT, Inoue D, Yoshimura S, Uematsu M, Mohamed YH, Kusano M, Tang D, Oishi A, Kitaoka T, Takeo G, Ohira A. Neuronal Intranuclear Inclusion Disease with a Corneal Disorder: A Case Report. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:1730. [PMID: 39596915 PMCID: PMC11595896 DOI: 10.3390/medicina60111730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Revised: 10/16/2024] [Accepted: 10/17/2024] [Indexed: 11/29/2024]
Abstract
Background: Neuronal intranuclear inclusion disease (NIID) is a progressive neurodegenerative disorder characterized by the formation of intranuclear inclusions in cells. Adult-type NIID usually develops in elderly patients with various clinical manifestations and is sometimes accompanied by ocular symptoms. A case of adult-onset NIID with early and unique manifestations, including a progressive corneal defect and retinal changes, which are concerning at a young age, is reported. Case Presentation: A 29-year-old woman with adult sporadic NIID presented to our department with a progressive corneal disorder. Her neurological symptoms started at the age of 22 years, and she was diagnosed with NIID by skin biopsy and genetic testing. Ocular examination revealed bilateral corneal superficial punctate keratitis, right corneal opacity, decreased vision, nocturnal lagophthalmos, and early retinal changes. Corneal nerve fiber atrophy was detected by in vivo confocal microscopy. With a Cochet-Bonnet aesthesiometer, the progression of NIID and decreased corneal sensation were confirmed. Findings consistent with neurotrophic keratitis and keratoconjunctivitis due to nocturnal lagophthalmos were both suggested as being complications of her underlying NIID. Treatment with punctal plugs, sodium hyaluronate eye drops, diquafosol sodium eye drops, systemic and local antivirals, and local steroid medications resulted in the gradual improvement in the irregularity and opacity of the epithelium. Conclusions: NIID may lead to neurotrophic keratopathy due to impairment of the corneal sensory nerves. Nocturnal lagophthalmos is a remarkable finding in a case of NIID. The findings in the present case highlight the complex and multifaceted nature of NIID, with neurological and ocular manifestations requiring a multidisciplinary approach to management.
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Affiliation(s)
- Mohamed Talaat Mohamed
- Department of Ophthalmology and Visual Sciences, Graduate School of Biomedical Sciences, Nagasaki University, 1-7-1 Sakamoto, Nagasaki City 852-8501, Japan; (M.T.M.); (M.U.); (Y.H.M.); (M.K.); (D.T.); (A.O.); (T.K.); (A.O.)
| | - Daisuke Inoue
- Department of Ophthalmology and Visual Sciences, Graduate School of Biomedical Sciences, Nagasaki University, 1-7-1 Sakamoto, Nagasaki City 852-8501, Japan; (M.T.M.); (M.U.); (Y.H.M.); (M.K.); (D.T.); (A.O.); (T.K.); (A.O.)
| | - Shunsuke Yoshimura
- Department of Neurology and Strokology, Nagasaki University Hospital, 1-7-1 Sakamoto, Nagasaki City 852-8501, Japan
| | - Masafumi Uematsu
- Department of Ophthalmology and Visual Sciences, Graduate School of Biomedical Sciences, Nagasaki University, 1-7-1 Sakamoto, Nagasaki City 852-8501, Japan; (M.T.M.); (M.U.); (Y.H.M.); (M.K.); (D.T.); (A.O.); (T.K.); (A.O.)
| | - Yasser Helmy Mohamed
- Department of Ophthalmology and Visual Sciences, Graduate School of Biomedical Sciences, Nagasaki University, 1-7-1 Sakamoto, Nagasaki City 852-8501, Japan; (M.T.M.); (M.U.); (Y.H.M.); (M.K.); (D.T.); (A.O.); (T.K.); (A.O.)
| | - Mao Kusano
- Department of Ophthalmology and Visual Sciences, Graduate School of Biomedical Sciences, Nagasaki University, 1-7-1 Sakamoto, Nagasaki City 852-8501, Japan; (M.T.M.); (M.U.); (Y.H.M.); (M.K.); (D.T.); (A.O.); (T.K.); (A.O.)
| | - Diya Tang
- Department of Ophthalmology and Visual Sciences, Graduate School of Biomedical Sciences, Nagasaki University, 1-7-1 Sakamoto, Nagasaki City 852-8501, Japan; (M.T.M.); (M.U.); (Y.H.M.); (M.K.); (D.T.); (A.O.); (T.K.); (A.O.)
| | - Akio Oishi
- Department of Ophthalmology and Visual Sciences, Graduate School of Biomedical Sciences, Nagasaki University, 1-7-1 Sakamoto, Nagasaki City 852-8501, Japan; (M.T.M.); (M.U.); (Y.H.M.); (M.K.); (D.T.); (A.O.); (T.K.); (A.O.)
| | - Takashi Kitaoka
- Department of Ophthalmology and Visual Sciences, Graduate School of Biomedical Sciences, Nagasaki University, 1-7-1 Sakamoto, Nagasaki City 852-8501, Japan; (M.T.M.); (M.U.); (Y.H.M.); (M.K.); (D.T.); (A.O.); (T.K.); (A.O.)
| | - Gou Takeo
- Department of Neurology, Sasebo Chuo Hospital, 15 Yamatocho, Sasebo City 857-1195, Japan;
| | - Akihiro Ohira
- Department of Ophthalmology and Visual Sciences, Graduate School of Biomedical Sciences, Nagasaki University, 1-7-1 Sakamoto, Nagasaki City 852-8501, Japan; (M.T.M.); (M.U.); (Y.H.M.); (M.K.); (D.T.); (A.O.); (T.K.); (A.O.)
- Department of Ophthalmology, Sasebo Chuo Hospital, 15 Yamatocho, Sasebo City 857-1195, Japan
- Department of Ophthalmology, School of Medicine, Shimane University, 89-1 Enya-cho, Izumo 693-8501, Japan
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Yavuz Saricay L, Surico PL, Tandias R, Jurkunas UV, Dana R. Concurrent Limbal Stem Cell Deficiency and Mild Neurotrophic Keratopathy in Graft-Vs-Host Disease. Cornea 2024:00003226-990000000-00710. [PMID: 39565363 DOI: 10.1097/ico.0000000000003722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Accepted: 09/05/2024] [Indexed: 11/21/2024]
Abstract
PURPOSE The purpose of this study was to delineate the concurrence of limbal stem cell deficiency (LSCD) and neurotrophic keratopathy in patients with ocular graft-vs-host disease (oGVHD). METHODS Medical records of patients with oGVHD were reviewed. Parameters collected included corneal sensitivity measured by using a noncontact esthesiometer, corneal fluorescein staining score (National Eye Institute grading scale), tear volume (Schirmer I test), and subbasal nerve density and limbal structure assessed by in vivo confocal microscopy. RESULTS Twenty-eight patients (mean age: 60.8 ± 10.4 years) with oGVHD were included; 50% (n = 14) had partial LSCD (P-LSCD), and 32% (n = 9) had complete LSCD (C-LSCD). Patients with C-LSCD showed significantly reduced total nerve density and branch nerve density compared with those with P-LSCD ( P < 0.02, P < 0.04) and no LSCD ( P < 0.01, P = 0.02). Dendritic cell density was significantly higher in the C-LSCD group compared with the no LSCD group ( P < 0.05). Corneal sensitivity was significantly reduced in patients with C-LSCD compared with those with P-LSCD ( P = 0.01) and no LSCD ( P < 0.02). Patients with C-LCSD had higher corneal fluorescein staining scores than patients with P-LSCD ( P < 0.01) and no LSCD ( P = 0.02). CONCLUSIONS This study highlights a significant concurrence of LSCD and neurotrophic keratopathy in patients with oGVHD, underscoring the link between inflammation, neurodegeneration, and loss of stem cell function.
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Affiliation(s)
- Leyla Yavuz Saricay
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA
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Yu K, Chen Y, Feng Z, Wang G, Deng Y, Li J, Ling L, Xu R, Xiao P, Yuan J. Segmentation and multiparametric evaluation of corneal whorl-like nerves for in vivo confocal microscopy images in dry eye disease. BMJ Open Ophthalmol 2024; 9:e001861. [PMID: 39375151 PMCID: PMC11459327 DOI: 10.1136/bmjophth-2024-001861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Accepted: 09/15/2024] [Indexed: 10/09/2024] Open
Abstract
OBJECTIVE To establish an automated corneal nerve analysis system for corneal in vivo confocal microscopy (IVCM) images from both the whorl-like corneal nerves in the inferior whorl (IW) region and the straight ones in the central cornea and to characterise the geometric features of cornea nerves in dry eye disease (DED). METHODS AND ANALYSIS An encoder-decoder-based semi-supervised method was proposed for corneal nerve segmentation. This model's performance was compared with the ground truth provided by experienced clinicians, using Dice similarity coefficient (DSC), mean intersection over union (mIoU), accuracy (Acc), sensitivity (Sen) and specificity (Spe). The corneal nerve total length (CNFL), tortuosity (CNTor), fractal dimension (CNDf) and number of branching points (CNBP) were used for further analysis in an independent DED dataset including 50 patients with DED and 30 healthy controls. RESULTS The model achieved 95.72% Acc, 97.88% Spe, 80.61% Sen, 75.26% DSC, 77.57% mIoU and an area under the curve value of 0.98. For clinical evaluation, the CNFL, CNBP and CNDf for whorl-like and straight nerves showed a significant decrease in DED patients compared with healthy controls (p<0.05). Additionally, significantly elevated CNTor was detected in the IW in DED patients (p<0.05). The CNTor for straight corneal nerves, however, showed no significant alteration in DED patients (p>0.05). CONCLUSION The proposed method segments both whorl-like and straight corneal nerves in IVCM images with high accuracy and offered parameters to objectively quantify DED-induced corneal nerve injury. The IW is an effective region to detect alterations of multiple geometric indices in DED patients.
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Affiliation(s)
- Kang Yu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Yupei Chen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Ziqing Feng
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Gengyuan Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Yuqing Deng
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Jiaxiong Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Lirong Ling
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Ruiwen Xu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Peng Xiao
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Jin Yuan
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
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Ruiz-Lozano RE, Soifer M, Zemborain ZZ, Azar NS, Quiroga-Garza ME, Murillo S, Ma S, Komai S, Horne A, Khodor A, Rodriguez-Gutierrez LA, Stinnett SS, Farsiu S, Perez VL. Deep-learning based analysis of in-vivo confocal microscopy images of the subbasal corneal nerve plexus' inferior whorl in patients with neuropathic corneal pain and dry eye disease. Ocul Surf 2024; 34:241-246. [PMID: 39098764 PMCID: PMC11625616 DOI: 10.1016/j.jtos.2024.08.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2024] [Revised: 07/08/2024] [Accepted: 08/01/2024] [Indexed: 08/06/2024]
Abstract
PURPOSE To evaluate and compare subbasal corneal nerve parameters of the inferior whorl in patients with dry eye disease (DED), neuropathic corneal pain (NCP), and controls using a novel deep-learning-based algorithm to analyze in-vivo confocal microscopy (IVCM) images. METHODS Subbasal nerve plexus (SNP) images of the inferior whorl of patients with DED (n = 49, 77 eyes), NCP (n = 14, 24 eyes), and controls (n = 41, 59 eyes) were taken with IVCM and further analyzed using an open-source artificial intelligence (AI)-based algorithm previously developed by our group. This algorithm automatically segments nerves, immune cells, and neuromas in the SNP. The following parameters were compared between groups: nerve area density, average nerve thickness, average nerve segment tortuosity, junction point density, neuroma density, and immune cell density. RESULTS 160 eyes of 104 patients (63 % females), aged 56.8 ± 15.4 years, were included. The mean nerve area density was significantly lower in the DED (P = 0.012) and NCP (P < 0.001) groups compared to the control group. The junction point density was lower in the NCP group compared with control (P = 0.001) and DED (P = 0.004) groups. The immune cell density was higher in the DED group compared with controls (P < 0.001). CONCLUSIONS Deep-learning-based analysis of IVCM images of the corneal SNP inferior whorl distinguished a decreased mean nerve area density in patients with DED and NCP compared with controls and an increased immune cell density in patients with oGVHD- and SS-associated DED. These findings suggest that the inferior whorl could be used as landmark to distinguish between patients with DED and NCP.
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Affiliation(s)
- Raul E Ruiz-Lozano
- Department of Ophthalmology, Foster Center for Ocular Immunology at Duke Eye Center, Duke University School of Medicine, Durham, NC, USA; Bascom Palmer Eye Institute, University of Miami, Miami, FL, USA
| | - Matias Soifer
- Department of Ophthalmology, Foster Center for Ocular Immunology at Duke Eye Center, Duke University School of Medicine, Durham, NC, USA; Bascom Palmer Eye Institute, University of Miami, Miami, FL, USA
| | - Zane Z Zemborain
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Nadim S Azar
- Department of Ophthalmology, Foster Center for Ocular Immunology at Duke Eye Center, Duke University School of Medicine, Durham, NC, USA
| | - Manuel E Quiroga-Garza
- Department of Ophthalmology, Foster Center for Ocular Immunology at Duke Eye Center, Duke University School of Medicine, Durham, NC, USA; Bascom Palmer Eye Institute, University of Miami, Miami, FL, USA
| | - Sofia Murillo
- Department of Ophthalmology, Foster Center for Ocular Immunology at Duke Eye Center, Duke University School of Medicine, Durham, NC, USA
| | - Symon Ma
- Department of Ophthalmology, Foster Center for Ocular Immunology at Duke Eye Center, Duke University School of Medicine, Durham, NC, USA; Bascom Palmer Eye Institute, University of Miami, Miami, FL, USA
| | - Seitaro Komai
- Department of Ophthalmology, Foster Center for Ocular Immunology at Duke Eye Center, Duke University School of Medicine, Durham, NC, USA; Bascom Palmer Eye Institute, University of Miami, Miami, FL, USA
| | - Anupama Horne
- Department of Ophthalmology, Ophthalmology, Duke University School of Medicine, Durham, NC, USA
| | - Ali Khodor
- Bascom Palmer Eye Institute, University of Miami, Miami, FL, USA
| | | | - Sandra S Stinnett
- Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA
| | - Sina Farsiu
- Department of Biomedical Engineering, Duke University, Durham, NC, USA; Department of Ophthalmology, Ophthalmology, Duke University School of Medicine, Durham, NC, USA
| | - Victor L Perez
- Department of Ophthalmology, Foster Center for Ocular Immunology at Duke Eye Center, Duke University School of Medicine, Durham, NC, USA; Bascom Palmer Eye Institute, University of Miami, Miami, FL, USA.
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21
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Norris MR, Katelaris C, Rosario N, Delgado L, Leonardi A, Bielory L. Ocular surface disorders: office procedures for the allergist/clinical immunologist. Curr Opin Allergy Clin Immunol 2024; 24:375-379. [PMID: 39133190 DOI: 10.1097/aci.0000000000001022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/13/2024]
Abstract
PURPOSE OF REVIEW Ocular surface disorders (OSDs) are a prevalent and often debilitating condition encountered in clinical practice, particularly by allergists and clinical immunologists. RECENT FINDINGS A comprehensive guide to office procedures for evaluating and managing OSDs, with a specific focus on ocular allergies, would assist in the evaluation process that begins with an initial patient assessment utilizing standardized forms to systematically gather detailed medical history, symptomatology, and environmental exposure data. This structured approach ensures a thorough understanding of the patient's condition and facilitates targeted interventions. In addition to allergy testing, the assessment of the tear film is essential for a comprehensive evaluation of OSDs. The Schirmer test is employed to quantify tear production, providing objective data on tear film adequacy and guiding interventions for tear film deficiencies. SUMMARY This multifaceted diagnostic approach ensures that all contributing factors to OSDs are identified and appropriately managed. By integrating these office procedures, allergists and clinical immunologists can enhance their diagnostic accuracy and therapeutic efficacy, ultimately improving patient outcomes. This manuscript provides a practical resource, outlining some of the methodologies and clinical applications of each procedure, and highlighting their role in the holistic management of OSDs in allergic patients.
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Affiliation(s)
| | - Constance Katelaris
- Western Sydney University, Campbelltown Hospital, Clinical Immunology and Allergy, Sydney, New South Wales, Australia
| | - Nelson Rosario
- Department of Pediatrics, Federal University of Parana, Curitiba, Brazil
| | - Luis Delgado
- Basic and Clinical Immunology Unit, Department of Pathology, Faculty of Medicine, and CINTESIS - Center for Health Technology and Services Research, University of Porto, Porto, Portugal
| | - Andrea Leonardi
- Department of Neurosciences & Ophthalmology, University of Padua, Padua, Italy
| | - Leonard Bielory
- Department of Medicine and Ophthalmology, Hackensack Meridian School of Medicine, Nutley, New Jersey, USA
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Saini M, Jain A, Vanathi M, Kalia A, Saini K, Gupta P, Gaur N. Current perspectives and concerns in corneal neurotization. Indian J Ophthalmol 2024; 72:1404-1411. [PMID: 39331430 PMCID: PMC11573042 DOI: 10.4103/ijo.ijo_195_24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 03/27/2024] [Accepted: 04/17/2024] [Indexed: 09/28/2024] Open
Abstract
This study aimed to comprehensively explore the intricacies of corneal neurotization (CN) and the nuanced factors that set it apart from routine clinical practice, exerting a substantial influence on its success. A symbiotic relationship is evident between corneal innervation and ocular surface health. The loss of corneal innervation results in a potentially challenging corneal condition known as neurotrophic keratopathy (NK). The majority of treatments are primarily focused on preventing epithelial breakdown rather than addressing the underlying pathogenesis. Consequently, to address the impaired corneal sensation (underlying etiology), a novel surgical approach has emerged, namely CN, which involves transferring healthy sensory nerve axons to the affected cornea. This review offers valuable insights into the existing body of supporting evidence for CN, meticulously examining clinical studies, case reports, and experimental findings. The aim is to enhance our understanding of the effectiveness and potential outcomes associated with this innovative surgical technique. The exploration of innovative therapeutic avenues holds promise for revolutionizing the management of NK, offering a potentially permanent solution to a condition once deemed incurable and severely debilitating.
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Affiliation(s)
- Manu Saini
- Department of Ophthalmology, Advanced Eye Centre, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Arun Jain
- Department of Ophthalmology, Advanced Eye Centre, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Murugesan Vanathi
- Dr R P Centre for Ophthalmic Sciences - Cornea and Ocular Surface, Cataract and Refractive Services, All India Institute of Medical Sciences, New Delhi, India
| | - Aman Kalia
- Department of Ophthalmology, Advanced Eye Centre, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Kulbhushan Saini
- Department of Anaesthesia and Critical Care, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Parul Gupta
- Department of Ophthalmology, Advanced Eye Centre, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Nripen Gaur
- Department of Ophthalmology, AIIMS, Bilaspur, Himachal Pradesh, India
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Liu C, Lin MTY, Lee IXY, Wong JHF, Lu D, Lam TC, Zhou L, Mehta JS, Ong HS, Ang M, Tong L, Liu YC. Neuropathic Corneal Pain: Tear Proteomic and Neuromediator Profiles, Imaging Features, and Clinical Manifestations. Am J Ophthalmol 2024; 265:6-20. [PMID: 38521157 DOI: 10.1016/j.ajo.2024.03.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 01/05/2024] [Accepted: 03/15/2024] [Indexed: 03/25/2024]
Abstract
PURPOSE To investigate the tear proteomic and neuromediator profiles, in vivo confocal microscopy (IVCM) imaging features, and clinical manifestations in neuropathic corneal pain (NCP) patients. DESIGN Cross-sectional study. METHODS A total of 20 NCP patients and 20 age-matched controls were recruited. All subjects were evaluated by corneal sensitivity, Schirmer test, tear break-up time, and corneal and ocular surface staining, Ocular Surface Disease Index and Ocular Pain Assessment Survey questionnaires were administered, as well as IVCM examinations for corneal nerves, microneruomas, and epithelial and dendritic cells. Tears were collected for neuromediator and proteomic analysis using enzyme-linked immunosorbent assay and data-independent acquisition mass spectrometry. RESULTS Burning and sensitivity to light were the 2 most common symptoms in NCP. A total of 188 significantly dysregulated proteins, such as elevated metallothionein-2, creatine kinases B-type, vesicle-associated membrane protein 2, neurofilament light polypeptide, and myelin basic protein, were identified in the NCP patients. The top 10 dysregulated biological pathways in NCP include neurotoxicity, axonal signaling, wound healing, neutrophil degradation, apoptosis, thrombin signaling mitochondrial dysfunction, and RHOGDI and P70S6K signaling pathways. Compared to controls, the NCP cohort presented with significantly decreased corneal sensitivity (P < .001), decreased corneal nerve fiber length (P = .003), corneal nerve fiber density (P = .006), and nerve fiber fractal dimension (P = .033), as well as increased corneal nerve fiber width (P = .002), increased length, total area and perimeter of microneuromas (P < .001, P < .001, P = .019), smaller corneal epithelial size (P = .017), and higher nerve growth factor level in tears (P = .006). CONCLUSIONS These clinical manifestations, imaging features, and molecular characterizations would contribute to the diagnostics and potential therapeutic targets for NCP.
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Affiliation(s)
- Chang Liu
- From Tissue Engineering and Cell Therapy Group (C.L., M.T.-Y.L., I.X.Y.L., J.S.M., H.S.O., Y.-C.L.), Singapore Eye Research Institute, Singapore; Cornea and Refractive Surgery Group (C.L., J.S.M., H.S.O., Y.-C.L.), Singapore Eye Research Institute, Singapore
| | - Molly Tzu-Yu Lin
- From Tissue Engineering and Cell Therapy Group (C.L., M.T.-Y.L., I.X.Y.L., J.S.M., H.S.O., Y.-C.L.), Singapore Eye Research Institute, Singapore
| | - Isabelle Xin Yu Lee
- From Tissue Engineering and Cell Therapy Group (C.L., M.T.-Y.L., I.X.Y.L., J.S.M., H.S.O., Y.-C.L.), Singapore Eye Research Institute, Singapore
| | - Jipson Hon Fai Wong
- Clinical Research Platform (J.H.F.W.), Singapore Eye Research Institute, Singapore
| | - Daqian Lu
- Centre for Myopia Research (D.L., T.C.L.), School of Optometry, Hong Kong Polytechnic University, Hong Kong
| | - Thomas Chuen Lam
- Centre for Myopia Research (D.L., T.C.L.), School of Optometry, Hong Kong Polytechnic University, Hong Kong; Centre for Eye and Vision Research (CEVR) (T.C.L.), Hong Kong
| | - Lei Zhou
- School of Optometry (L.Z.), Department of Applied Biology and Chemical Technology, Research Centre for SHARP Vision (RCSV); The Hong Kong Polytechnic University, Hong Kong
| | - Jodhbir S Mehta
- From Tissue Engineering and Cell Therapy Group (C.L., M.T.-Y.L., I.X.Y.L., J.S.M., H.S.O., Y.-C.L.), Singapore Eye Research Institute, Singapore; Cornea and Refractive Surgery Group (C.L., J.S.M., H.S.O., Y.-C.L.), Singapore Eye Research Institute, Singapore; Department of Cornea and External Eye Disease (J.S.M., H.S.O., M.A., L.T., Y.-C.L.), Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program (J.S.M., H.S.O., M.A., Y.-C.L.), Duke-NUS Medical School, Singapore
| | - Hon Shing Ong
- From Tissue Engineering and Cell Therapy Group (C.L., M.T.-Y.L., I.X.Y.L., J.S.M., H.S.O., Y.-C.L.), Singapore Eye Research Institute, Singapore; Cornea and Refractive Surgery Group (C.L., J.S.M., H.S.O., Y.-C.L.), Singapore Eye Research Institute, Singapore; Department of Cornea and External Eye Disease (J.S.M., H.S.O., M.A., L.T., Y.-C.L.), Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program (J.S.M., H.S.O., M.A., Y.-C.L.), Duke-NUS Medical School, Singapore
| | - Marcus Ang
- Department of Cornea and External Eye Disease (J.S.M., H.S.O., M.A., L.T., Y.-C.L.), Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program (J.S.M., H.S.O., M.A., Y.-C.L.), Duke-NUS Medical School, Singapore
| | - Louis Tong
- Department of Cornea and External Eye Disease (J.S.M., H.S.O., M.A., L.T., Y.-C.L.), Singapore National Eye Centre, Singapore; Ocular Surface Research Group (L.T.), Singapore Eye Research Institute, Singapore; Eye Academic Clinical Program (L.T.), Duke-NUS Medical School, Singapore; Department of Ophthalmology (L.T.), Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Yu-Chi Liu
- From Tissue Engineering and Cell Therapy Group (C.L., M.T.-Y.L., I.X.Y.L., J.S.M., H.S.O., Y.-C.L.), Singapore Eye Research Institute, Singapore; Cornea and Refractive Surgery Group (C.L., J.S.M., H.S.O., Y.-C.L.), Singapore Eye Research Institute, Singapore; Department of Cornea and External Eye Disease (J.S.M., H.S.O., M.A., L.T., Y.-C.L.), Singapore National Eye Centre, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program (J.S.M., H.S.O., M.A., Y.-C.L.), Duke-NUS Medical School, Singapore; Department of Ophthalmology (Y.-C.L.), National Taiwan University, Taiwan.
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Fontana L, di Geronimo N, Cennamo M, Mencucci R, Versura P, Moramarco A. Early Outcomes of an Artificial Endothelial Replacement Membrane Implantation After Failed Repeat Endothelial Keratoplasty. Cornea 2024; 43:1088-1094. [PMID: 38015948 PMCID: PMC11296283 DOI: 10.1097/ico.0000000000003433] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 09/23/2023] [Accepted: 09/28/2023] [Indexed: 11/30/2023]
Abstract
PURPOSE The purpose of this study was to report the outcomes of a novel artificial endothelial replacement membrane implant for treating corneal edema after failed repeat endothelial keratoplasty (EK). DESIGN This was a retrospective interventional case series. METHODS Patients with chronic corneal edema underwent removal of the EK graft and implantation of an artificial endothelial replacement membrane (EndoArt, EyeYon Medical, Israel) several months after 2 or more Descemet stripping endothelial keratoplasty procedures. The implant was secured to the posterior corneal surface using an air-gas bubble. Outcome measures included corrected distance visual acuity (logMAR), central corneal thickness, device-related complications, and ocular discomfort. RESULTS Five eyes of 5 patients underwent EndoArt implantation. Six months after surgery, the synthetic endothelial replacement membrane was well-centered and adherent to the posterior corneal surface, with improvement in central corneal transparency in all patients. Corrected distance visual acuity increased from mean 1.26 ± 0.25 (logMAR) preoperatively to 0.74 ± 0.44 (logMAR) postoperatively ( P = 0.06). Central corneal thickness significantly decreased from a mean of 805 ± 135 μm (excluding the EK graft) preoperatively to 588 ± 60 μm (excluding the EndoArt) postoperatively ( P = 0.015). No severe device-related complications developed after surgery, although most patients required more than 1 air-gas bubble injection to achieve complete implant adhesion. All patients experienced preoperative reduction in subjective ocular pain. CONCLUSIONS Synthetic endothelial replacement membrane implantation improves central corneal transparency and visual acuity in patients with failed EK and guarded prognosis for repeat keratoplasty. No significant implant-related adverse events occurred after surgery.
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Affiliation(s)
- Luigi Fontana
- Ophthalmology Unit, Dipartimento di Scienze Mediche e Chirurgiche, Alma Mater Studiorum University of Bologna, Bologna, Italy
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; and
| | - Natalie di Geronimo
- Ophthalmology Unit, Dipartimento di Scienze Mediche e Chirurgiche, Alma Mater Studiorum University of Bologna, Bologna, Italy
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; and
| | - Michela Cennamo
- Ophthalmology Unit, Azienda Ospedaliero-Universitaria Careggi, UNIFARBA Department, University of Florence, Florence, Italy
| | - Rita Mencucci
- Ophthalmology Unit, Azienda Ospedaliero-Universitaria Careggi, UNIFARBA Department, University of Florence, Florence, Italy
| | - Piera Versura
- Ophthalmology Unit, Dipartimento di Scienze Mediche e Chirurgiche, Alma Mater Studiorum University of Bologna, Bologna, Italy
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; and
| | - Antonio Moramarco
- Ophthalmology Unit, Dipartimento di Scienze Mediche e Chirurgiche, Alma Mater Studiorum University of Bologna, Bologna, Italy
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; and
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Blautain B, Rabut G, Dupas B, Riancho L, Liang H, Luzu J, Labbé A, Garrigue JS, Brignole-Baudouin F, Baudouin C, Kessal K. Multimodal Approach in Dry Eye Disease Combining In Vivo Confocal Microscopy and HLA-DR Expression. Transl Vis Sci Technol 2024; 13:39. [PMID: 39177993 PMCID: PMC11346170 DOI: 10.1167/tvst.13.8.39] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 06/06/2024] [Indexed: 08/24/2024] Open
Abstract
Purpose The purpose of this study was to determine the association between corneal images provided by in vivo confocal microscopy (IVCM) with clinical parameters and conjunctival expression of HLA-DR antigen in patients with dry eye disease (DED). Methods Two hundred fourteen eyes of 214 patients with DED were analyzed, consisting of 2 groups of patients - 63 with autoimmune dry eye disease (AIDED) and 151 with non-autoimmune dry eye disease (NAIDED). Patients underwent a full clinical examination, including symptom screening, using the Ocular Surface Disease Index (OSDI) questionnaire, and objective analysis of DED signs by Schirmer's testing, tear break-up time (TBUT), Oxford's test, and IVCM corneal imaging. The IVCM scoring criteria were based on corneal sub-basal nerve density (ND), nerve morphology (NM), and inflammatory cell (IC) density. Quantification of conjunctival HLA-DR antigen was performed by flow cytometry. Results The total IVCM score (T-IVCM) as well as the IVCM-IC subscore (sc) were positively correlated with HLA-DR levels with r = 0.3, P < 0.001 and r = 0.3, P < 0.01, respectively in the total population of patients with DED. The IVCM-NDsc was negatively correlated with TBUT in patients with AIDED (r = -0.2, P < 0.05) and with the Schirmer's test in patients with NAIDED (r = -0.24, P < 0.05). However, the IVCM-NMsc was positively correlated with the Oxford score only in patients with AIDED (r = 0.3, P < 0.05). Conclusions The proposed IVCM scoring system showed significant correlations with clinical parameters along with conjunctival HLA-DR quantification in patients with DED. Translational Relevance The IVCM grading score represents an interesting point of commonality among clinical parameters, imaging, and molecular investigation of the ocular surface.
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Affiliation(s)
- Benjamin Blautain
- Hôpital National de la Vision des 15-20, INSERM-DGOS CIC1423, IHU FOReSight, Paris, France
- Hôpital National de la Vision des 15-20, Service 3, Paris, France
| | - Ghislaine Rabut
- Hôpital National de la Vision des 15-20, INSERM-DGOS CIC1423, IHU FOReSight, Paris, France
- Hôpital National de la Vision des 15-20, Service 3, Paris, France
| | - Bénédicte Dupas
- Hôpital National de la Vision des 15-20, INSERM-DGOS CIC1423, IHU FOReSight, Paris, France
- Hôpital National de la Vision des 15-20, Service 3, Paris, France
| | - Luisa Riancho
- Sorbonne Université UM80, INSERM UMR 968, CNRS UMR 7210, Institut de la Vision, IHU ForeSight, Paris, France
| | - Hong Liang
- Hôpital National de la Vision des 15-20, INSERM-DGOS CIC1423, IHU FOReSight, Paris, France
- Hôpital National de la Vision des 15-20, Service 3, Paris, France
- Sorbonne Université UM80, INSERM UMR 968, CNRS UMR 7210, Institut de la Vision, IHU ForeSight, Paris, France
| | - Jade Luzu
- Hôpital National de la Vision des 15-20, INSERM-DGOS CIC1423, IHU FOReSight, Paris, France
- Hôpital National de la Vision des 15-20, Service 3, Paris, France
| | - Antoine Labbé
- Hôpital National de la Vision des 15-20, INSERM-DGOS CIC1423, IHU FOReSight, Paris, France
- Hôpital National de la Vision des 15-20, Service 3, Paris, France
- Sorbonne Université UM80, INSERM UMR 968, CNRS UMR 7210, Institut de la Vision, IHU ForeSight, Paris, France
- Ambroise Paré, APHP, Service d'Ophtalmologie, Université Paris Saclay, Boulogne, France
| | | | - Françoise Brignole-Baudouin
- Hôpital National de la Vision des 15-20, INSERM-DGOS CIC1423, IHU FOReSight, Paris, France
- Sorbonne Université UM80, INSERM UMR 968, CNRS UMR 7210, Institut de la Vision, IHU ForeSight, Paris, France
- Hôpital National de la Vision des 15-20, Laboratoire d'Ophtalmobiologie, Paris, France
- Université Paris Cité, Faculté de Pharmacie, Paris, France
| | - Christophe Baudouin
- Hôpital National de la Vision des 15-20, INSERM-DGOS CIC1423, IHU FOReSight, Paris, France
- Hôpital National de la Vision des 15-20, Service 3, Paris, France
- Sorbonne Université UM80, INSERM UMR 968, CNRS UMR 7210, Institut de la Vision, IHU ForeSight, Paris, France
- Ambroise Paré, APHP, Service d'Ophtalmologie, Université Paris Saclay, Boulogne, France
| | - Karima Kessal
- Hôpital National de la Vision des 15-20, INSERM-DGOS CIC1423, IHU FOReSight, Paris, France
- Hôpital National de la Vision des 15-20, Service 3, Paris, France
- Sorbonne Université UM80, INSERM UMR 968, CNRS UMR 7210, Institut de la Vision, IHU ForeSight, Paris, France
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Alcantara M, Mannan S, de la Cruz J, Bril V. Value of multi-modality small fiber assessments in a genotypically diverse cohort of transthyretin-related amyloidosis in the early stages of disease. Med Clin (Barc) 2024; 162:e64-e69. [PMID: 38616431 DOI: 10.1016/j.medcli.2024.02.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 02/10/2024] [Accepted: 02/17/2024] [Indexed: 04/16/2024]
Abstract
INTRODUCTION Transthyretin-related amyloidosis (ATTRv) is a progressive multisystem disorder, predominantly involving the peripheral nerve system (PNS) and heart. Quantification of small fiber damage may help guide treatment decisions, as amyloid deposits frequently affect those fibers early in disease course. Corneal confocal microscopy (CCM) is a promising method to monitor patients with ATTRv, due to similarities between corneal nerves and PNS, as the cornea is innervated by Aδ and C fibers. METHODS We compared CCM measures from ATTRv patients to a group of healthy individuals, matched by age and gender. We then investigated the correlations between small fiber tests (SFT): CCM, LDI-Flare and CDT, COMPASS-31 and disability scales (RODS and ONLS) in patients. RESULTS Of 20 patients (6 with V30M), mean age 50.3±15.3Y, 7 female (35%), six (30%) had polyneuropathy and 10 (50%) carpal tunnel syndrome. CDT was abnormal in 9 and LDI-flare in 6 patients. CCM was abnormal in 19 tested patients and significantly reduced when compared to controls (CNFL: 6.31±0.31 vs. 15.21±1.02mm/mm2, p<0.001). Mean COMPASS-31-scores were 22.27±22.84; RODS and ONLS were 38.15±12.33 and 2.05±2.3, with no significant differences between sub-group scores. Disease duration was significantly correlated with ONLS (0.43, p=0.05) and RODS (0.46, p=0.03). There were no significant correlations between measures of disability and SFT. CONCLUSIONS In a diverse cohort of ATTRv patients, CCM was the most frequent abnormal measurement. CCM can be a useful test to triage patients in the early disease stages and with few or equivocal symptoms.
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Affiliation(s)
- Monica Alcantara
- Prosserman Family Neuromuscular Clinic, Department of Medicine, Division of Neurology, University of Toronto, Toronto, Ontario, Canada
| | - Shabber Mannan
- Prosserman Family Neuromuscular Clinic, Department of Medicine, Division of Neurology, University of Toronto, Toronto, Ontario, Canada
| | - James de la Cruz
- Prosserman Family Neuromuscular Clinic, Department of Medicine, Division of Neurology, University of Toronto, Toronto, Ontario, Canada
| | - Vera Bril
- Prosserman Family Neuromuscular Clinic, Department of Medicine, Division of Neurology, University of Toronto, Toronto, Ontario, Canada.
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Gundogan AO, Oltulu R, Belviranli S, Tezcan A, Adam M, Mirza E, Altaş M, Okka M. Corneal innervation changes ın Alzheimer's: implications for sensory dysfunction. Int Ophthalmol 2024; 44:270. [PMID: 38914919 DOI: 10.1007/s10792-024-03162-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Accepted: 06/15/2024] [Indexed: 06/26/2024]
Abstract
PURPOSE To compare, between Alzheimer's disease (AD) patients and healthy individuals, corneal subbasal nerve plexus (CSNP) parameters and corneal sensitivities. METHODS Twenty-two patients who were followed up with Alzheimer's disease (Alzheimer's group) and 18 age- and gender-matched healthy individuals (control group) were included in this cross-sectional study. CSNP parameters, including nerve fiber length (NFL), nerve fiber density (NFD), and nerve branch density (NBD), were evaluated using in vivo confocal microscopy. Corneal sensitivity was evaluated using a Cochet-Bonnet esthesiometer. The results were compared between the two groups. RESULTS In the Alzheimer's group, NFL was 12.2 (2.4) mm/mm2, NFD was 12.5 [3.1] fibers/mm2, and NBD was 29.7 [9.37] branches/mm2. In the control group, NFL was 16.5 (2.0) mm/mm2, NFD was 25.0 [3.13] fibers/mm2, and NBD was 37.5 [10.9] branches/mm2. All three parameters were significantly lower in the Alzheimer's group compared to the control group (p < 0.001, p < 0.001, and p = 0.001, respectively). Similarly, corneal sensitivity was significantly lower in the Alzheimer's group (55.0 [5.0] mm) compared to the control group (60.0 [5.0] mm) (p < 0.001). CONCLUSION We determined that, in AD, corneal sensitivity decreases significantly, in parallel with the decrease in corneal nerves. Changes in the corneal nerve plexus and a decrease in corneal sensitivity may be used in the early diagnosis and follow-up of AD. In addition, ocular surface problems secondary to these changes should also be kept in mind.
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Affiliation(s)
| | - Refik Oltulu
- Department of Ophthalmology, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
| | - Selman Belviranli
- Department of Ophthalmology, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
| | - Ali Tezcan
- Department of Ophthalmology, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
| | - Mehmet Adam
- Department of Ophthalmology, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
| | - Enver Mirza
- Department of Ophthalmology, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
| | - Mustafa Altaş
- Department of Neurology, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
| | - Mehmet Okka
- Department of Ophthalmology, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
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Steven P, Setu A. Objective Analysis of Corneal Nerves and Dendritic Cells. Klin Monbl Augenheilkd 2024; 241:713-721. [PMID: 38941998 DOI: 10.1055/a-2307-0313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/30/2024]
Abstract
Corneal nerves and dendritic cells are increasingly being visualised to serve as clinical parameters in the diagnosis of ocular surface diseases using intravital confocal microscopy. In this review, different methods of image analysis are presented. The use of deep learning algorithms, which enable automated pattern recognition, is explained in detail using our own developments and compared with other established methods.
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Affiliation(s)
- Philipp Steven
- Klinik I für Innere Medizin, Centrum für Integrierte Onkologie CIO, Uniklinik Köln, Deutschland
- Zentrum für Augenheilkunde, AG Augenoberfläche, Uniklinik Köln, Deutschland
| | - Asif Setu
- Zentrum für Augenheilkunde, AG Augenoberfläche, Uniklinik Köln, Deutschland
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Mohamed AA, Caussat T, Mouhawasse E, Ali R, Johansen PM, Lucke-Wold B. Neurosurgical Intervention for Nerve and Muscle Biopsies. Diagnostics (Basel) 2024; 14:1169. [PMID: 38893695 PMCID: PMC11172125 DOI: 10.3390/diagnostics14111169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 05/21/2024] [Accepted: 05/30/2024] [Indexed: 06/21/2024] Open
Abstract
(1) Background: Neurologic and musculoskeletal diseases represent a considerable portion of the underlying etiologies responsible for the widely prevalent symptoms of pain, weakness, numbness, and paresthesia. Because of the subjective and often nonspecific nature of these symptoms, different diagnostic modalities have been explored and utilized. (2) Methods: Literature review. (3) Results: Nerve and muscle biopsy remains the gold standard for diagnosing many of the responsible neurological and musculoskeletal conditions. However, the need for invasive tissue sampling is diminishing as more investigations explore alternative diagnostic modalities. Because of this, it is important to explore the current role of neurosurgical intervention for nerve and muscle biopsies and its current relevance in the diagnostic landscape of neurological and musculoskeletal disorders. With consideration of the role of nerve and muscle biopsy, it is also important to explore innovations and emerging techniques for conducting these procedures. This review explores the indications and emerging techniques for neurological intervention for nerve and muscle biopsies. (4) Conclusions: The role of neurosurgical intervention for nerve and muscle biopsy remains relevant in diagnosing many neurological and musculoskeletal disorders. Biopsy is especially relevant as a supportive point of evidence for diagnosis in atypical cases. Additionally, emerging techniques have been explored to guide diagnostics and biopsy, conduct less invasive biopsies, and reduce risks of worsening neurologic function and other symptoms secondary to biopsy.
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Affiliation(s)
- Ali A. Mohamed
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL 33431, USA
| | - Thomas Caussat
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL 33431, USA
| | - Edwin Mouhawasse
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL 33431, USA
| | - Rifa Ali
- College of Medicine, University of Central Florida, Orlando, FL 32827, USA
| | - Phillip M. Johansen
- Department of Neurosurgery and Brain Repair, University of South Florida, Tampa, FL 33613, USA
| | - Brandon Lucke-Wold
- Department of Neurosurgery, University of Florida, Gainesville, FL 32608, USA
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Jiang Y, Cai Y, Zhang X, Chen L, Zhou X, Chen Y. A Two-Decade Bibliometric Analysis of Laser in Ophthalmology: From Past to Present. Clin Ophthalmol 2024; 18:1313-1328. [PMID: 38765459 PMCID: PMC11100493 DOI: 10.2147/opth.s458840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Accepted: 04/26/2024] [Indexed: 05/22/2024] Open
Abstract
Background Laser therapy has been proven as an effective technique for managing ophthalmological disorders. To guide future research, we conducted a bibliometric analysis of laser applications in eye diseases from 1990 to 2022, aiming to identify key themes and trends. Methods We retrieved 3027 publications from the Web of Science Core Collection (WoSCC). Bibliometrix was used for science mapping of the literature, while VOSviewer and CiteSpace were applied to visualize co-authorship, co-citation, co-occurrence, and bibliographic coupling networks. Results From a co-citation reference network, we identified 52 distinct clusters. Our analysis uncovered three main research trends. The first trend revolves around the potential evolution of corneal laser surgery techniques, shifting from the treatment of refractive errors to broader applications in biomedical optics. The second trend illustrates the advancement of laser applications in treating a range of disorders, from retinal and ocular surface diseases to glaucoma. The third trend focuses on the innovative uses of established technologies. Conclusion This study offers significant insights into the evolution of laser applications in ophthalmology over the past 30 years, which will undoubtedly assist scientists in directing further research in this promising field.
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Affiliation(s)
- Yaping Jiang
- Department of Ophthalmology, Yangpu Hospital, School of Medicine, Tongji University, Shanghai, People’s Republic of China
| | - Yuying Cai
- Department of Ophthalmology, Yangpu Hospital, School of Medicine, Tongji University, Shanghai, People’s Republic of China
| | - Xin Zhang
- Department of Ophthalmology, Yangpu Hospital, School of Medicine, Tongji University, Shanghai, People’s Republic of China
| | - Li Chen
- Department of Ophthalmology, Yangpu Hospital, School of Medicine, Tongji University, Shanghai, People’s Republic of China
| | - Xingtao Zhou
- Eye Institute and Department of Ophthalmology, Institute for Medical and Engineering Innovation, Eye & ENT Hospital, Fudan University; NHC Key Laboratory of Myopia (Fudan University), Key Laboratory of Myopia, Chinese Academy of Medical Sciences, Shanghai, People’s Republic of China
| | - Yihui Chen
- Department of Ophthalmology, Yangpu Hospital, School of Medicine, Tongji University, Shanghai, People’s Republic of China
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Pizzano M, Vereertbrugghen A, Cernutto A, Sabbione F, Keitelman IA, Shiromizu CM, Vera Aguilar D, Fuentes F, Giordano MN, Trevani AS, Galletti JG. Transient Receptor Potential Vanilloid-1 Channels Facilitate Axonal Degeneration of Corneal Sensory Nerves in Dry Eye. THE AMERICAN JOURNAL OF PATHOLOGY 2024; 194:810-827. [PMID: 38325553 DOI: 10.1016/j.ajpath.2024.01.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 12/19/2023] [Accepted: 01/10/2024] [Indexed: 02/09/2024]
Abstract
Corneal nerve impairment contributes significantly to dry eye disease (DED) symptoms and is thought to be secondary to corneal epithelial damage. Transient receptor potential vanilloid-1 (TRPV1) channels abound in corneal nerve fibers and respond to inflammation-derived ligands, which increase in DED. TRPV1 overactivation promotes axonal degeneration in vitro, but whether it participates in DED-associated corneal nerve dysfunction is unknown. To explore this, DED was surgically induced in wild-type and TRPV1-knockout mice, which developed comparable corneal epithelial damage and reduced tear secretion. However, corneal mechanosensitivity decreased progressively only in wild-type DED mice. Sensitivity to capsaicin (TRPV1 agonist) increased in wild-type DED mice, and consistently, only this strain displayed DED-induced pain signs. Wild-type DED mice exhibited nerve degeneration throughout the corneal epithelium, whereas TRPV1-knockout DED mice only developed a reduction in the most superficial nerve endings that failed to propagate to the deeper subbasal corneal nerves. Pharmacologic TRPV1 blockade reproduced these findings in wild-type DED mice, whereas CD4+ T cells from both strains were equally pathogenic when transferred, ruling out a T-cell-mediated effect of TRPV1 deficiency. These data show that ocular desiccation triggers superficial corneal nerve damage in DED, but proximal propagation of axonal degeneration requires TRPV1 expression. Local inflammation sensitized TRPV1 channels, which increased ocular pain. Thus, ocular TRPV1 overactivation drives DED-associated corneal nerve impairment.
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Affiliation(s)
- Manuela Pizzano
- Innate Immunity Laboratory, Institute of Experimental Medicine (CONICET/National Academy of Medicine of Buenos Aires), Buenos Aires, Argentina
| | - Alexia Vereertbrugghen
- Innate Immunity Laboratory, Institute of Experimental Medicine (CONICET/National Academy of Medicine of Buenos Aires), Buenos Aires, Argentina
| | - Agostina Cernutto
- Innate Immunity Laboratory, Institute of Experimental Medicine (CONICET/National Academy of Medicine of Buenos Aires), Buenos Aires, Argentina
| | - Florencia Sabbione
- Innate Immunity Laboratory, Institute of Experimental Medicine (CONICET/National Academy of Medicine of Buenos Aires), Buenos Aires, Argentina
| | - Irene A Keitelman
- Innate Immunity Laboratory, Institute of Experimental Medicine (CONICET/National Academy of Medicine of Buenos Aires), Buenos Aires, Argentina
| | - Carolina M Shiromizu
- Innate Immunity Laboratory, Institute of Experimental Medicine (CONICET/National Academy of Medicine of Buenos Aires), Buenos Aires, Argentina
| | - Douglas Vera Aguilar
- Innate Immunity Laboratory, Institute of Experimental Medicine (CONICET/National Academy of Medicine of Buenos Aires), Buenos Aires, Argentina
| | - Federico Fuentes
- Confocal Microscopy Unit, Institute of Experimental Medicine (CONICET/National Academy of Medicine of Buenos Aires), Buenos Aires, Argentina
| | - Mirta N Giordano
- Innate Immunity Laboratory, Institute of Experimental Medicine (CONICET/National Academy of Medicine of Buenos Aires), Buenos Aires, Argentina
| | - Analía S Trevani
- Innate Immunity Laboratory, Institute of Experimental Medicine (CONICET/National Academy of Medicine of Buenos Aires), Buenos Aires, Argentina
| | - Jeremías G Galletti
- Innate Immunity Laboratory, Institute of Experimental Medicine (CONICET/National Academy of Medicine of Buenos Aires), Buenos Aires, Argentina.
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Ayoubi M, Cabrera K, Locatelli EVT, Felix ER, Galor A. Associations between Corneal Nerve Structure and Function in a Veteran Population. J Clin Med 2024; 13:2513. [PMID: 38731042 PMCID: PMC11084432 DOI: 10.3390/jcm13092513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 04/18/2024] [Accepted: 04/23/2024] [Indexed: 05/13/2024] Open
Abstract
Background: We evaluate the relationship between corneal nerve structure and function in a veteran population. Methods: 83 veterans (mean age: 55 ± 5 years) seen at the Miami Veterans Affairs (VA) eye clinic were included in this study. Each individual filled out questionnaires to evaluate ocular symptoms (5-Item Dry Eye Questionnaire, DEQ5; Ocular Surface Disease Index, OSDI) and ocular pain (Numerical Rating Scale, NRS; Neuropathic Pain Symptom Inventory modified for the Eye, NPSI-Eye). The individuals also underwent an ocular surface examination that captured functional nerve tests including corneal sensation, corneal staining, and the Schirmer test for tear production. Corneal sub-basal nerve analysis was conducted using in vivo confocal microscopy (IVCM) images with corneal nerve density, length, area, width, and fractal dimension captured. IVCM and functional corneal metrics from the right eye were examined using correlational and linear regression analysis. Results: Most corneal structural metrics were not related to functional metrics, except for weak correlations between various IVCM metrics and tear production. In addition, corneal nerve fiber area was positively related to corneal sensation (r = 0.3, p = 0.01). On linear regression analyses, only the corneal fractal dimension remained significantly related to tear production (β = -0.26, p = 0.02) and only the corneal nerve fiber area remained significantly related to corneal sensation (β = 0.3, p = 0.01). Conclusions: Most corneal nerve structural metrics did not relate to functional metrics in our veteran population, apart from a few weak correlations between structural metrics and tear production. This suggests that using corneal nerve anatomy alone may be insufficient for predicting corneal function.
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Affiliation(s)
- Mohammad Ayoubi
- Surgical and Research Services, Miami Veterans Administration Medical Center, 1201 NW 16th Street, Miami, FL 33125, USA; (M.A.); (E.R.F.)
| | - Kimberly Cabrera
- Surgical and Research Services, Miami Veterans Administration Medical Center, 1201 NW 16th Street, Miami, FL 33125, USA; (M.A.); (E.R.F.)
| | - Elyana VT Locatelli
- Surgical and Research Services, Miami Veterans Administration Medical Center, 1201 NW 16th Street, Miami, FL 33125, USA; (M.A.); (E.R.F.)
| | - Elizabeth R. Felix
- Surgical and Research Services, Miami Veterans Administration Medical Center, 1201 NW 16th Street, Miami, FL 33125, USA; (M.A.); (E.R.F.)
| | - Anat Galor
- Surgical and Research Services, Miami Veterans Administration Medical Center, 1201 NW 16th Street, Miami, FL 33125, USA; (M.A.); (E.R.F.)
- Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, 900 NW 17th Street, Miami, FL 33136, USA
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Song Y, Deng S, Lyv X, Xu Y, Zhang F, Guo N. Corneal subbasal nerve plexus reinnervation and stromal cell morphology with different cap thicknesses in small incision lenticule extraction. EYE AND VISION (LONDON, ENGLAND) 2024; 11:15. [PMID: 38584290 PMCID: PMC11000360 DOI: 10.1186/s40662-024-00381-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 03/10/2024] [Indexed: 04/09/2024]
Abstract
PURPOSE The corneal cap thickness is a vital parameter designed in small incision lenticule extraction (SMILE). The purpose was to investigate the changes in corneal subbasal nerve plexus (SNP) and stromal cells with different cap thicknesses and evaluate the optimized design for the surgery. METHODS In this prospective, comparative, non-randomized study, a total of 108 eyes of 54 patients who underwent SMILE were allocated into three groups with different corneal cap thicknesses (110 μm, 120 μm or 130 μm group). The SNP and stromal cell morphological changes obtained from in vivo corneal confocal microscopy (IVCCM) along with their refractive outcomes were collected at 1 week, 1 month, 3 months and 6 months postoperatively. One-way analysis of variance (ANOVA) was used to compare the parameters among the three groups. RESULTS The SNPs in the three groups all decreased after surgery and revealed a gradual increasing trend during the 6-month follow-up. The values of the quantitative nerve metrics were significantly lower in the 110 μm group than in the 120 μm and 130 μm groups, especially at 1 week postoperatively. No difference was detected between the 120 μm and 130 μm groups at any time point. Both Langerhans cells and keratocytes were activated after surgery, and the activation was alleviated during the follow-up. CONCLUSIONS The SMILE surgeries with 110 μm, 120 μm or 130 μm cap thickness design achieved good efficacy, safety, accuracy and stability for moderate to high myopic correction while the thicker corneal cap was more beneficial for corneal nerve regeneration.
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Affiliation(s)
- Yanzheng Song
- Beijing Ophthalmology and Visual Sciences Key Lab, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, 100730, China
| | - Shijing Deng
- Beijing Ophthalmology and Visual Sciences Key Lab, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, 100730, China
| | - Xiaotong Lyv
- Beijing Ophthalmology and Visual Sciences Key Lab, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, 100730, China
| | - Yushan Xu
- Beijing Ophthalmology and Visual Sciences Key Lab, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, 100730, China
| | - Fengju Zhang
- Beijing Ophthalmology and Visual Sciences Key Lab, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, 100730, China.
| | - Ning Guo
- Beijing Ophthalmology and Visual Sciences Key Lab, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, 100730, China.
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Tang J, Lin Z, Liu X, Li B, Wu X, Lv J, Qi X, Lin S, Dai C, Li T. Analyzing the changing trend of corneal biomechanical properties under different influencing factors in T2DM patients. Sci Rep 2024; 14:8160. [PMID: 38589521 PMCID: PMC11001873 DOI: 10.1038/s41598-024-59005-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 04/05/2024] [Indexed: 04/10/2024] Open
Abstract
To analyze the changing trend of CH and CRF values under different influencing factors in T2DM patients. A total of 650 patients with T2DM were included. We discovered that the course of T2DM, smoking history, BMI, and FBG, DR, HbA1c, TC, TG, and LDL-C levels were common risk factors for T2DM, while HDL-C levels were a protective factor. Analyzing the CH and CRF values according to the course of diabetes, we discovered that as T2DM continued to persist, the values of CH and CRF gradually decreased. Moreover, with the increase in FBG levels and the accumulation of HbA1c, the values of CH and CRF gradually decreased. In addition, in patients with HbA1c (%) > 12, the values of CH and CRF decreased the most, falling by 1.85 ± 0.33 mmHg and 1.28 ± 0.69 mmHg, respectively. Compared with the non-DR group, the CH and CRF values gradually decreased in the mild-NPDR, moderate-NPDR, severe-NPDR and PDR groups, with the lowest CH and CRF values in the PDR group. In patients with T2DM, early measurement of corneal biomechanical properties to evaluate the change trend of CH and CRF values in different situations will help to identify and prevent diabetic keratopathy in a timely manner.
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Affiliation(s)
- Juan Tang
- Department of Endocrinology, Ziyang Central Hospital, Sichuan, China
| | - Zhiwu Lin
- Department of Cardiothoracic Surgery, Ziyang Central Hospital, Sichuan, China
| | - Xingde Liu
- Department of Ophthalmology, Ziyang Central Hospital, Sichuan, China
| | - Biao Li
- Department of Ophthalmology, Ziyang Central Hospital, Sichuan, China
| | - Xiaoli Wu
- Department of Ophthalmology, Ziyang Central Hospital, Sichuan, China
| | - Jing Lv
- Department of Orthopedics, Ziyang Central Hospital, Sichuan, China
| | - Xing Qi
- Department of Experimental Medicine, Ziyang Central Hospital, Sichuan, China
| | - Sheng Lin
- Department of Experimental Medicine, Ziyang Central Hospital, Sichuan, China
| | - Chuanqiang Dai
- Department of Orthopedics, Ziyang Central Hospital, Sichuan, China.
| | - Tao Li
- Department of Ophthalmology, Ziyang Central Hospital, Sichuan, China.
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Chin JY, Liu C, Lee IXY, Lin MTY, Cheng CY, Wong JHF, Teo CL, Mehta JS, Liu YC. Impact of Age on the Characteristics of Corneal Nerves and Corneal Epithelial Cells in Healthy Adults. Cornea 2024; 43:409-418. [PMID: 37643477 PMCID: PMC10906190 DOI: 10.1097/ico.0000000000003363] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 05/26/2023] [Accepted: 07/02/2023] [Indexed: 08/31/2023]
Abstract
PURPOSE The aim of this study was to investigate age-related changes in corneal nerves and corneal epithelial cell parameters and to establish age-adjusted reference values. METHODS A total of 7025 corneal nerve images and 4215 corneal epithelial images obtained using in vivo confocal microscopy from 281 eyes of 143 healthy participants were included. Seven corneal nerve parameters and 3 corneal epithelial cell parameters were quantified using 2 automatic analytic software and analyzed across 6 age groups ranging from 21 to 80 years. RESULTS There was a declining trend in all 7 nerve parameters with advancing age. In particular, corneal nerve fiber length and corneal nerve fiber density demonstrated a significant decrease in subjects aged 65 years or older compared with subjects younger than 65 years (10.8 ± 2.6 mm/mm 2 vs. 9.9 ± 2.0 mm/mm 2 , P = 0.011 in corneal nerve fiber length; 15.8 ± 5.2 fibers/mm 2 vs. 14.4 ± 4.3 fibers/mm 2 , P = 0.046 in corneal nerve fiber density), whereas corneal nerve fractal dimension demonstrated a borderline significant decrease ( P = 0.057). Similarly, there was a general declining trend in all epithelial cell parameters with advancing age. Corneal epithelial cell circularity was significantly lower in subjects aged 65 years and older as compared to subjects younger than 65 years (0.722 ± 0.021 μm 2 vs. 0.714 ± 0.021 μm 2 ; P = 0.011). CONCLUSIONS Advancing age results in reduced corneal nerve metrics and alteration of corneal cell morphology. Aging effects should be considered when evaluating patients with corneal neuropathy.
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Affiliation(s)
- Jia Ying Chin
- Tissue Engineering and Stem Cell Group, Singapore Eye Research Institute, Singapore
| | - Chang Liu
- Tissue Engineering and Stem Cell Group, Singapore Eye Research Institute, Singapore
| | - Isabelle Xin Yu Lee
- Tissue Engineering and Stem Cell Group, Singapore Eye Research Institute, Singapore
| | - Molly Tzu Yu Lin
- Tissue Engineering and Stem Cell Group, Singapore Eye Research Institute, Singapore
| | - Ching-Yu Cheng
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
- Epidemiology Group, Singapore Eye Research Institute, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
| | - Jipson Hon Fai Wong
- Tissue Engineering and Stem Cell Group, Singapore Eye Research Institute, Singapore
| | - Cong Ling Teo
- Epidemiology Group, Singapore Eye Research Institute, Singapore
| | - Jodhbir S. Mehta
- Tissue Engineering and Stem Cell Group, Singapore Eye Research Institute, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
- Department of Cornea and External Eye Disease, Singapore National Eye Centre, Singapore; and
| | - Yu-Chi Liu
- Tissue Engineering and Stem Cell Group, Singapore Eye Research Institute, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
- Department of Cornea and External Eye Disease, Singapore National Eye Centre, Singapore; and
- Department of Ophthalmology, National Taiwan University Hospital, Taipei, Taiwan
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Stepp MA, Menko AS. Clearing the light path: proteoglycans and their important roles in the lens and cornea. PROTEOGLYCAN RESEARCH 2024; 2:e20. [PMID: 39568541 PMCID: PMC11575962 DOI: 10.1002/pgr2.20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 04/11/2024] [Indexed: 11/22/2024]
Abstract
Some of the earliest studies of glycans were performed on mammalian corneas and lenses with many of the key concepts we currently recognize as being fundamental to our understanding of basic cell biology arising from these studies. Proteoglycans and their GAG side chains are essential components of the ECM of the lens capsule. They also are present in the anterior corneal epithelial basement membrane and the posterior (Decemet's) basement membrane, and they organize collagen fiber diameters and spacing in the corneal stroma to maintain stromal clarity. Studies using genetically engineered mice and characterization of spontaneously arising mutations in genes controlling proteoglycan synthesis have generated new insight into the roles played by proteoglycans in signal transduction. We now know that proteoglycans and GAGs can regulate cell signaling and the maintenance of avascularity and immune privilege that are hallmarks of these tissues. In addition, proteoglycan-rich matrices provide the pathways for immune cells to populate the surface of the lens as a response to corneal wounding and in a model of Experimental Autoimmune Uveitis. Here we describe what is known about proteoglycans and GAGs in the cornea and lens. This knowledge has begun to provide promising leads into new proteoglycan-based treatments aimed at restoring and maintaining homeostasis in the cornea. Future studies are needed to determine how these new drugs impact the recruitment of immune cells to the lens for functions in restoring/maintaining homeostasis in the eye.
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Affiliation(s)
- Mary Ann Stepp
- Department of Anatomy and Cell Biology, George Washington University School of Medicine and Health Sciences, Washington, District of Columbia, USA
- Department of Ophthalmology, George Washington University School of Medicine and Health Sciences, Washington, District of Columbia, USA
| | - A. Sue Menko
- Department of Pathology and Genomic Medicine, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
- Department of Ophthalmology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
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Bhattacharya P, Edwards K, Schmid KL. Regional Variations in Corneal Epithelial Cell Density and Morphology Assessed Using In Vivo Confocal Microscopy. Eye Contact Lens 2024; 50:163-170. [PMID: 38350097 DOI: 10.1097/icl.0000000000001067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/27/2023] [Indexed: 02/15/2024]
Abstract
AIM To characterize the regional variations in corneal epithelial cell density and morphology using in vivo confocal microscopy (IVCM). METHODS Corneal imaging (IVCM) at 10 locations was performed; corneal apex (i.e., the center), immediately anterior to the corneal nerve whorl (i.e., slightly inferior to the apex), and four quadrants (superior, nasal, inferior, and temporal) both at 1.5 mm and 4.5 mm from the corneal apex (corresponding to 3 mm central and 9 mm peripheral diameter rings). The data of 21 young adults, aged 18 to 35 years, were analyzed. Cell morphometric parameters, including cell density, area, perimeter, Feret diameter, and circularity, were measured for basal and wing cells using Image J software. RESULTS There was a significant difference in basal cell density (BCD) ( P <0.001) and wing cell density (WCD) ( P <0.001) for different corneal locations. The BCD (mean±SD: 8,839±416 cells/mm 2 ) and WCD (mean±SD: 5,932±310 cells/mm 2 ) were highest at the corneal nerve whorl compared with all other corneal locations. There were significant differences in wing cell area ( P <0.001), perimeter ( P <0.001), Feret diameter ( P <0.001), and circularity ( P <0.001) at varying corneal locations. CONCLUSION There are significant regional variations in corneal epithelial cell density and morphology. The BCD and WCD was highest anterior to the corneal nerve whorl.
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Affiliation(s)
- Pradipta Bhattacharya
- Centre for Vision and Eye Research, Faculty of Health, Queensland University of Technology, Kelvin Grove, Australia
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Abazari A, Abbouda A, Cruzat A, Cavalcanti B, Pavan-Langston D, Hamrah P. Corneal reinnervation in patients with severe neurotrophic keratopathy secondary to herpes zoster ophthalmicus after treatment with autologous serum tear drops. CORNEA OPEN 2024; 3:e0029. [PMID: 39145285 PMCID: PMC11323069 DOI: 10.1097/coa.0000000000000029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/16/2024]
Abstract
Purpose To study potential corneal reinnervation and recovery of corneal sensation in patients with severe neurotrophic keratopathy (NK) secondary to herpes zoster ophthalmicus (HZO) after treatment with topical autologous serum tears (AST). Method Four cases of HZO with severe NK were followed clinically and by serial laser in vivo confocal microscopy (IVCM, HRT3/RCM, Heidelberg Engineering) before and during treatment with 20% AST drops eight times a day. Two masked observers reviewed the IVCM images and assessed corneal nerve alterations. Results At baseline, all patients had complete loss of corneal sensation. In addition, IVCM showed complete lack of the subbasal corneal nerve plexus in all patients. All four patients were refractory to conventional therapies and were treated with AST drops. All patients demonstrated significant nerve regeneration by IVCM within 3-7 months of treatment. The total nerve density increased to a mean ± SEM of 10,085.88±2,542.74 μm/mm2 at the last follow up. Corneal sensation measured by Cochet-Bonnet esthesiometry improved to a mean ± SEM of 3.50±1.30 cm. Interestingly, 3 of 4 patients developed stromal keratitis with ulceration within weeks of corneal reinnervation, which was reversed by adding topical steroids. Conclusion Autologous serum tears are effective in restoring corneal subbasal nerves and sensation in patients with severe NK secondary to HZO. However, this group of patients may require concurrent topical immunomodulation and antiviral therapy while on AST to prevent stromal keratitis.
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Affiliation(s)
- Azin Abazari
- Cornea Service, New England Eye Center, Department of Ophthalmology, Tufts Medical Center, Tufts University School of Medicine, Boston, MA, USA
| | - Alessandro Abbouda
- Cornea Service, New England Eye Center, Department of Ophthalmology, Tufts Medical Center, Tufts University School of Medicine, Boston, MA, USA
- Center for Translational Ocular Immunology, Department of Ophthalmology, Tufts Medical Center, Tufts University School of Medicine, Boston, MA, USA
| | - Andrea Cruzat
- Cornea Service & Ocular Surface Imaging Center, Massachusetts Eye and Ear Infirmary, Department of Ophthalmology, Harvard Medical School, Boston, MA
| | - Bernardo Cavalcanti
- Cornea Service & Ocular Surface Imaging Center, Massachusetts Eye and Ear Infirmary, Department of Ophthalmology, Harvard Medical School, Boston, MA
| | - Deborah Pavan-Langston
- Cornea Service & Ocular Surface Imaging Center, Massachusetts Eye and Ear Infirmary, Department of Ophthalmology, Harvard Medical School, Boston, MA
| | - Pedram Hamrah
- Cornea Service, New England Eye Center, Department of Ophthalmology, Tufts Medical Center, Tufts University School of Medicine, Boston, MA, USA
- Center for Translational Ocular Immunology, Department of Ophthalmology, Tufts Medical Center, Tufts University School of Medicine, Boston, MA, USA
- Cornea Service & Ocular Surface Imaging Center, Massachusetts Eye and Ear Infirmary, Department of Ophthalmology, Harvard Medical School, Boston, MA
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Huang R, Su C, Zhang N, Shi C, Pu G, Ding Y, Wei W, Chen J. Cord blood-derived biologics lead to robust axonal regeneration in benzalkonium chloride-injured mouse corneas by modulating the Il-17 pathway and neuropeptide Y. Mol Med 2024; 30:2. [PMID: 38172658 PMCID: PMC10763178 DOI: 10.1186/s10020-023-00772-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 12/17/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND Umbilical cord blood-derived therapeutics, such as serum (UCS) and platelet-rich plasma (UCPRP), are popular treatment options in clinical trials and can potentially be utilized to address a clinically unmet need caused by preservatives, specifically benzalkonium chloride (BAK), present in ophthalmic formulations. As current clinical interventions for secondary injuries caused by BAK are suboptimal, this study will explore the feasibility of utilizing UCS and UCPRP for cornea treatment and investigate the underlying mechanisms associated with this approach. METHODS Mice's corneas were administered BAK to induce damage. UCS and UCPRP were then utilized to attempt to treat the injuries. Ocular tests were performed on the animals to evaluate recovery, while immunostaining, RNA-seq, and subsequent bioinformatics analysis were conducted to investigate the treatment mechanism. RESULTS BAK administration led to widespread inflammatory responses in the cornea. Subsequent treatment with UCS and UCPRP led to the downregulation of immune-related 'interactions between cytokine receptors' and 'IL-17 signaling' pathways. Although axonal enhancers such as Ngf, Rac2, Robo2, Srgap1, and Rock2 were found to be present in the injured group, robust axonal regeneration was observed only in the UCS and UCPRP treatment groups. Further analysis revealed that, as compared to normal corneas, inflammation was not restored to pre-injury levels post-treatment. Importantly, Neuropeptide Y (Npy) was also involved in regulating immune responses, indicating neuroimmune axis interactions. CONCLUSIONS Cord blood-derived therapeutics are feasible options for overcoming the sustained injuries induced by BAK in the cornea. They also have potential applications in areas where axonal regeneration is required.
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Affiliation(s)
- Ruojing Huang
- The First Affiliated Hospital of Jinan University, Tianhe District, Guangzhou, 510630, Guangdong Province, China
| | - Caiying Su
- The First Affiliated Hospital of Jinan University, Tianhe District, Guangzhou, 510630, Guangdong Province, China
- Peking University Shenzhen Hospital, Futian District, Shenzhen, 518036, Guangdong Province, China
| | - Na Zhang
- School of Chemical and Biomedical Engineering, Nanyang Technological University, 62 Nanyang Dr, Singapore, 637459, Singapore
| | - Congying Shi
- Institution of Guangdong Cord Blood Bank, Guangdong Women and Children Hospital, Guangzhou, 510705, Guangdong Province, China
- Department of Experimental Center, Guangzhou Municipality Tianhe Nuoya Bio-Engineering Co., Ltd, Guangzhou, 510705, Guangdong Province, China
| | - Guangming Pu
- Jinan University Affiliated Heyuan Hospital, Guangzhou, 517000, Guangdong Province, China
| | - Yong Ding
- The First Affiliated Hospital of Jinan University, Tianhe District, Guangzhou, 510630, Guangdong Province, China
| | - Wei Wei
- Institution of Guangdong Cord Blood Bank, Guangdong Women and Children Hospital, Guangzhou, 510705, Guangdong Province, China.
- Department of Experimental Center, Guangzhou Municipality Tianhe Nuoya Bio-Engineering Co., Ltd, Guangzhou, 510705, Guangdong Province, China.
| | - Jiansu Chen
- Institute of Ophthalmology, Medical College, Jinan University, Guangzhou, 510630, Guangdong Province, China.
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Chen D, Wang L, Guo X, Zhang Z, Xu X, Jin ZB, Liang Q. Evaluation of Limbal Stem Cells in Patients With Type 2 Diabetes: An In Vivo Confocal Microscopy Study. Cornea 2024; 43:67-75. [PMID: 37399570 DOI: 10.1097/ico.0000000000003334] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Indexed: 07/05/2023]
Abstract
PURPOSE This study aimed to investigate corneal limbus changes in patients with type 2 diabetes mellitus (DM) using in vivo confocal microscopy (IVCM) and explore the correlation between their ocular manifestations and systemic status. METHODS Fifty-five patients with type 2 DM and 20 age-matched controls were included. The following IVCM parameters were compared between the 2 groups: palisades of Vogt (POV), corneal epithelial thickness (CET), basal cell density (BCD), subbasal nerve plexus, and dendritic cell density. All subjects underwent blood and urine sampling for laboratory analysis, including fasting blood glucose, glycated hemoglobin, total cholesterol (TC), triglycerides (TG), low-density lipoprotein (LDL) cholesterol, high-density lipoprotein (HDL) cholesterol, C-reactive protein, urinary albumin-to-creatinine ratio, urine albumin, and urine creatinine. The correlations between IVCM parameters and blood biomarkers were detected. Receiver operating characteristic curve was used for selecting the cutoff value of risk factors for corneal stem cell injury in patients with DM. RESULTS Compared with controls, patients with DM displayed a significant reduction of POV (superior region, P = 0.033; inferior region, P = 0.003; nasal region, P < 0.001; temporal region, P < 0.001), central CET (44.8 ± 3.6 μm vs. 51.9 ± 3.6 μm, P < 0.001), central corneal BCD (7415.5 ± 563.2 cells/mm 2 vs. 9177.9 ± 977.8 cells/mm 2 , P < 0.001), and peripheral corneal BCD (6181.3 ± 416.5 cells/mm 2 vs. 8576.3 ± 933.2 cells/mm 2 , P < 0.001). Dendritic cell density (41.0 ± 33.7 cells/mm 2 vs. 24.6 ± 7.8 cells/mm 2 , P = 0.001) was significantly higher in the DM group. The following weak correlations were shown between IVCM parameters and blood biomarkers: central corneal BCD was negatively correlated with DM duration (r = -0.3, P = 0.024), TC (r = -0.36, P = 0.007), and LDL (r = -0.39, P = 0.004). The presence of POV in the superior region was negatively correlated with TC (r = -0.34, P = 0.011) and LDL (r = -0.31, P = 0.022). Cutoff values of 1.215 mmol/L for HDL, 1.59 mmol/L for TG, or 4.75 mmol/L for TC were established to distinguish patients with a high risk from a low risk for stem cell damage. CONCLUSIONS Patients with type 2 DM displayed a lower positive rate of typical POV and a decrease in BCD, CET, and subbasal nerve density. The most relevant indicators for stem cell phenotypes were DM duration, TC, and LDL. Lipid status in diabetic patients could be a predictor of risk for developing corneal limbal stem cell deficiency. Further studies with larger sample sizes or basic research are needed to verify the results.
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Affiliation(s)
- Dan Chen
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
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Toh CJL, Liu C, Lee IXY, Lin MTY, Tong L, Liu YC. Clinical associations of corneal neuromas with ocular surface diseases. Neural Regen Res 2024; 19:140-147. [PMID: 37488855 PMCID: PMC10479835 DOI: 10.4103/1673-5374.375308] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 04/04/2023] [Accepted: 04/06/2023] [Indexed: 07/26/2023] Open
Abstract
Corneal neuromas, also termed microneuromas, refer to microscopic, irregularly-shaped enlargements of terminal subbasal nerve endings at sites of nerve damage or injury. The formation of corneal neuromas results from damage to corneal nerves, such as following corneal pathology or corneal or intraocular surgeries. Initially, denervated areas of sensory nerve fibers become invaded by sprouts of intact sensory nerve fibers, and later injured axons regenerate and new sprouts called neuromas develop. In recent years, analysis of corneal nerve abnormalities including corneal neuromas which can be identified using in vivo confocal microscopy, a non-invasive imaging technique with microscopic resolution, has been used to evaluate corneal neuropathy and ocular surface dysfunction. Corneal neuromas have been shown to be associated with clinical symptoms of discomfort and dryness of eyes, and are a promising surrogate biomarker for ocular surface diseases, such as neuropathic corneal pain, dry eye disease, diabetic corneal neuropathy, neurotrophic keratopathy, Sjögren's syndrome, bullous keratopathy, post-refractive surgery, and others. In this review, we have summarized the current literature on the association between these ocular surface diseases and the presentation of corneal microneuromas, as well as elaborated on their pathogenesis, visualization via in vivo confocal microscopy, and utility in monitoring treatment efficacy. As current quantitative analysis on neuromas mainly relies on manual annotation and quantification, which is user-dependent and labor-intensive, future direction includes the development of artificial intelligence software to identify and quantify these potential imaging biomarkers in a more automated and sensitive manner, allowing it to be applied in clinical settings more efficiently. Combining imaging and molecular biomarkers may also help elucidate the associations between corneal neuromas and ocular surface diseases.
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Affiliation(s)
| | - Chang Liu
- Singapore Eye Research Institute, Singapore
| | | | | | - Louis Tong
- Singapore Eye Research Institute, Singapore
- Department of Cornea and External Eye Disease, Singapore National Eye Centre, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
| | - Yu-Chi Liu
- Singapore Eye Research Institute, Singapore
- Department of Cornea and External Eye Disease, Singapore National Eye Centre, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
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Berger T, Flockerzi E, Daas L, Hamon L, Khattabi Z, Berger M, Seitz B. [Modern corneal diagnostics as the key for the correct classification of the disease and optimal treatment decisions]. DIE OPHTHALMOLOGIE 2023; 120:1238-1250. [PMID: 37707672 DOI: 10.1007/s00347-023-01919-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 08/15/2023] [Indexed: 09/15/2023]
Abstract
Corneal diseases include a wide spectrum of different manifestations (inflammatory/noninflammatory) that need to be accurately classified for precise diagnosis and targeted treatment. In addition to the anamnesis and slit lamp biomicroscopy, further device-based examinations can be performed to narrow down the diagnosis. Nowadays, modern corneal imaging provides a variety of technologies, such as topography, tomography, in vivo confocal microscopy and analysis of biomechanics, which are able to reliably classify different pathologies. Knowledge of the available examination modalities helps to guide differential diagnostic considerations, facilitating the indication for stage-appropriate microsurgical intervention.
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Affiliation(s)
- Tim Berger
- Klinik für Augenheilkunde, Universitätsklinikum des Saarlandes (UKS), Kirrberger Str. 100, 66424, Homburg/Saar, Deutschland.
| | - Elias Flockerzi
- Klinik für Augenheilkunde, Universitätsklinikum des Saarlandes (UKS), Kirrberger Str. 100, 66424, Homburg/Saar, Deutschland
| | - Loay Daas
- Klinik für Augenheilkunde, Universitätsklinikum des Saarlandes (UKS), Kirrberger Str. 100, 66424, Homburg/Saar, Deutschland
| | - Loïc Hamon
- Klinik für Augenheilkunde, Universitätsklinikum des Saarlandes (UKS), Kirrberger Str. 100, 66424, Homburg/Saar, Deutschland
| | - Zaynab Khattabi
- Klinik für Augenheilkunde, Universitätsklinikum des Saarlandes (UKS), Kirrberger Str. 100, 66424, Homburg/Saar, Deutschland
| | - Maximilian Berger
- Klinik für Augenheilkunde, Universitätsklinikum des Saarlandes (UKS), Kirrberger Str. 100, 66424, Homburg/Saar, Deutschland
| | - Berthold Seitz
- Klinik für Augenheilkunde, Universitätsklinikum des Saarlandes (UKS), Kirrberger Str. 100, 66424, Homburg/Saar, Deutschland
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Sperlich K, Bohn S, Reichert KM, Stolz H, Guthoff RF, Stachs O, Allgeier S. [Chromatic Swept-Source Laser Scanning - Concept for a Cell-Resolving Confocal Laser Slit Lamp?]. Klin Monbl Augenheilkd 2023; 240:1375-1382. [PMID: 38092004 DOI: 10.1055/a-2184-9382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
BACKGROUND The in vivo characterisation of corneal epithelial tissue morphology is of considerable importance for diagnosis, disease prognosis, and the development of a treatment strategy for ocular surface diseases. In contrast to many alternative methods, in vivo corneal confocal microscopy (CCM) not only provides a macroscopic description of the corneal tissue but also allows its visualisation with cellular resolution. However, the translation of CCM from research to clinical practice is significantly limited by the complex and still largely manual operation of available CCM systems. In addition, for cross-sectional images, and analogously to conventional slit lamp microscopy, volume data must be acquired in time-consuming depth scans due to the frontal orientation of the image field in CCM, from which depth slices can subsequently be calculated. The pure acquisition time is already in the range of seconds, and additionally, motion artefacts have to be corrected in a sophisticated way. MATERIALS AND METHODS This paper presents the concept and optics simulation of a new imaging technique based on a swept-source laser in combination with special chromatic optics. Here, the laser periodically changes its wavelength and is focused at different depths due to the wavelength-dependent aberration of the chromatic optics. RESULTS The optics simulation results promise good optical resolution at a total imaging depth of 145 µm. CONCLUSION The long-term goal is cell-resolving in vivo corneal confocal microscopy in real time with differently oriented sectioning directions.
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Affiliation(s)
- Karsten Sperlich
- Klinik und Poliklinik für Augenheilkunde, Universitätsmedizin Rostock, Deutschland
- Department Leben, Licht & Materie, Universität Rostock, Deutschland
| | - Sebastian Bohn
- Klinik und Poliklinik für Augenheilkunde, Universitätsmedizin Rostock, Deutschland
- Department Leben, Licht & Materie, Universität Rostock, Deutschland
| | - Klaus-Martin Reichert
- Institut für Automation und angewandte Informatik, Karlsruher Institut für Technologie (KIT), Eggenstein-Leopoldshafen, Deutschland
| | | | - Rudolf F Guthoff
- Klinik und Poliklinik für Augenheilkunde, Universitätsmedizin Rostock, Deutschland
- Department Leben, Licht & Materie, Universität Rostock, Deutschland
| | - Oliver Stachs
- Klinik und Poliklinik für Augenheilkunde, Universitätsmedizin Rostock, Deutschland
- Department Leben, Licht & Materie, Universität Rostock, Deutschland
| | - Stephan Allgeier
- Institut für Automation und angewandte Informatik, Karlsruher Institut für Technologie (KIT), Eggenstein-Leopoldshafen, Deutschland
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Lincke A, Roth J, Macedo AF, Bergman P, Löwe W, Lagali NS. AI-Based Decision-Support System for Diagnosing Acanthamoeba Keratitis Using In Vivo Confocal Microscopy Images. Transl Vis Sci Technol 2023; 12:29. [PMID: 38010282 PMCID: PMC10683771 DOI: 10.1167/tvst.12.11.29] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 10/27/2023] [Indexed: 11/29/2023] Open
Abstract
Purpose In vivo confocal microscopy (IVCM) of the cornea is a valuable tool for clinical assessment of the cornea but does not provide stand-alone diagnostic support. The aim of this work was to develop an artificial intelligence (AI)-based decision-support system (DSS) for automated diagnosis of Acanthamoeba keratitis (AK) using IVCM images. Methods The automated workflow for the AI-based DSS was defined and implemented using deep learning models, image processing techniques, rule-based decisions, and valuable input from domain experts. The models were evaluated with 5-fold-cross validation on a dataset of 85 patients (47,734 IVCM images from healthy, AK, and other disease cases) collected at a single eye clinic in Sweden. The developed DSS was validated on an additional 26 patients (21,236 images). Results Overall, the DSS uses as input raw unprocessed IVCM image data, successfully separates artefacts from true images (93% accuracy), then classifies the remaining images by their corneal layer (90% accuracy). The DSS subsequently predicts if the cornea is healthy or diseased (95% model accuracy). In disease cases, the DSS detects images with AK signs with 84% accuracy, and further localizes the regions of diagnostic value with 76.5% accuracy. Conclusions The proposed AI-based DSS can automatically and accurately preprocess IVCM images (separating artefacts and sorting images into corneal layers) which decreases screening time. The accuracy of AK detection using raw IVCM images must be further explored and improved. Translational Relevance The proposed automated DSS for experienced specialists assists in diagnosing AK using IVCM images.
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Affiliation(s)
- Alisa Lincke
- Department of Computer Science and Media Technology, Linnaeus University, Växjö, Sweden
| | - Jenny Roth
- Department of Medicine and Optometry, Linnaeus University, Kalmar, Sweden
| | - António Filipe Macedo
- Department of Medicine and Optometry, Linnaeus University, Kalmar, Sweden
- Center of Physics-Optometry and Vision Science, University of Minho, Braga, Portugal
| | - Patrick Bergman
- Department of Medicine and Optometry, Linnaeus University, Kalmar, Sweden
| | - Welf Löwe
- Department of Computer Science and Media Technology, Linnaeus University, Växjö, Sweden
| | - Neil S. Lagali
- Department of Biomedical and Clinical Sciences, Faculty of Medicine, Linköping University, Sweden
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Albertazzi R, Rocha-de-Lossada C, Perrone LD, Valvecchia G, Perrone F, Ferlini L, Taboada D, Roude AL. Late-onset distal-apical intracorneal ring-segments keratopathy: an analysis of a large sample in a multicenter study. Int Ophthalmol 2023; 43:3923-3933. [PMID: 37531002 DOI: 10.1007/s10792-023-02793-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 06/22/2023] [Indexed: 08/03/2023]
Abstract
PURPOSE To review the prevalence and describe the characteristics, of cases with late-onset intracorneal ring segments (ICRS) keratopathy in a multicenter study. METHODS A retrospective multicentric case-series study was performed in a specialized keratoconus service, from Buenos Aires, Argentina. An electronic clinical chart from patients with ICRS keratopathy between January 1999 and January 2019 was reviewed. We included cases with late-onset distal-apical ICRS keratopathy, which was defined as a persistent corneal lesion developed 12 months or later after implantation, located over, around, or closer to the ICRS. All the surgeries were performed by a manual corneal tunnel creation technique. Samples were taken to rule out infectious etiology. RESULTS From 5217 eyes that underwent ICRS implantation, 13 cases (0.24%) were detected. The keratopathy onset was 72 ± 42.98 months (29-133) after ICRS implantation. Cultures were negative in all cases. An ICRS exchange was made for five cases in stage I and four in stage II. Four cases presented with partial ICRS extrusion in stage III. ICRS exchange was possible in two of them and a penetration keratoplasty was necessary for the rest. All cases remained stable 1 year after surgical procedures. CONCLUSIONS A late-onset distal-apical ICRS keratopathy was detected with low prevalence (0.24%) in a large sample. It was classified into three stages according to its severity. Different treatments were selected for each stage, obtaining stable results 1 year after treatment.
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Affiliation(s)
- Roberto Albertazzi
- Centro de Ojos Quilmes (Keratoconus Service), Humberto Primo, 298, 1878, Quilmes, Buenos Aires, Argentina.
| | - Carlos Rocha-de-Lossada
- Qvision-Vithas, Almeria; Vithas Málaga (Department of Ophthalmology; Spain), Almería, Spain
- Department of Ophthalmology, Regional University Hospital of Málaga; Department of Surgery, Ophthalmology, Universidad de Sevilla, Málaga, Spain
| | - Luciano D Perrone
- Centro de Ojos Quilmes (Keratoconus Service), Humberto Primo, 298, 1878, Quilmes, Buenos Aires, Argentina
| | - Gerardo Valvecchia
- Centro de Ojos Quilmes (Keratoconus Service), Humberto Primo, 298, 1878, Quilmes, Buenos Aires, Argentina
| | - Franco Perrone
- Centro de Ojos Quilmes (Keratoconus Service), Humberto Primo, 298, 1878, Quilmes, Buenos Aires, Argentina
| | - Leonardo Ferlini
- Centro de Ojos Quilmes (Keratoconus Service), Humberto Primo, 298, 1878, Quilmes, Buenos Aires, Argentina
| | - Delfina Taboada
- Centro de Ojos Quilmes (Keratoconus Service), Humberto Primo, 298, 1878, Quilmes, Buenos Aires, Argentina
| | - Alfredo L Roude
- Clínica de Ojos Nano (Cornea Service), Olivos, Buenos Aires, Argentina
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Mercado C, Muñoz-Ortiz J, Godin F, Galor A. Confocal Microscopy Abnormalities Preceding Antibody Positivity and Manifestations of Sjogren's Syndrome. Ocul Immunol Inflamm 2023; 31:1741-1745. [PMID: 35914299 PMCID: PMC9889574 DOI: 10.1080/09273948.2022.2103713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 07/14/2022] [Indexed: 02/03/2023]
Abstract
An asymptomatic 26-year-old woman underwent confocal microscopy as part of a control population for a research study. Images revealed reduced sub-basal corneal nerve density and multiple activated dendritic cells. Three years later, she presented with a self-limited cutaneous vasculitis in her lower extremities which prompted an evaluation for autoimmune diseases. Laboratory testing revealed positive antinuclear antibodies (1:320, thick granular pattern), and anti-SSA/SSB (SSA, 53.6 U/mL, moderately positive; SSB, 142.7 U/mL, strongly positive). Two weeks later, she presented with ocular pain and an ophthalmologic examination revealed ocular surface staining. An ocular ultrasound was consistent with posterior scleritis. Based on this picture, a diagnosis of Sjögren syndrome (SS) was made. SS is a chronic autoimmune disease that can present with symptoms that diminish the patient's quality of life. Confocal microscopy might be a valuable tool for the early diagnosis of disease.
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Affiliation(s)
- Carolina Mercado
- Escuela Superior de Oftalmología, Instituto Barraquer de América, Bogotá, Colombia
| | - Juliana Muñoz-Ortiz
- Escuela Superior de Oftalmología, Instituto Barraquer de América, Bogotá, Colombia
| | - Fernando Godin
- Department of Ophthalmology, Universidad El Bosque. Bogotá, Colombia
| | - Anat Galor
- Bascom Palmer Eye Institute, University of Miami, Miami, Florida, USA
- Department of Ophthalmology, Miami Veterans Administration Medical Center, Miami, Florida, USA
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Liu C, Lin MTY, Lee IXY, Mehta JS, Liu YC. Impact of corrected refractive power on the corneal denervation and ocular surface in small-incision lenticule extraction and LASIK. J Cataract Refract Surg 2023; 49:1106-1113. [PMID: 37867284 PMCID: PMC10583913 DOI: 10.1097/j.jcrs.0000000000001278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 07/27/2023] [Accepted: 07/28/2023] [Indexed: 10/24/2023]
Abstract
PURPOSE To evaluate the impact of corrected refractive power on the corneal denervation and ocular surface in small-incision lenticule extraction (SMILE) and laser in situ keratomileusis (LASIK). SETTING Singapore National Eye Center, Singapore. DESIGN Prospective study. METHODS 88 eyes undergoing SMILE or LASIK were divided into low-moderate (manifest refractive spherical equivalent [MRSE] <-6.0 diopters [D]) and high myopic (MRSE ≥-6.0 D) groups. In vivo confocal microscopy and clinical assessments were performed preoperatively and at 1 month, 3 months, 6 months, and 12 months postoperatively. RESULTS In SMILE, high myopic treatment presented with significantly greater reduction in the corneal nerve fiber area (CNFA) and nerve fiber fractal dimension (CFracDim) compared with low-moderate myopic treatment (both P < .05). There was a significant and negative correlation between the corrected MRSE and the reduction in corneal nerve fiber density (CNFD), corneal nerve branch density (CNBD), corneal nerve fiber length, CNFA, and CFracDim after SMILE (r = -0.38 to -0.66, all P < .05). In LASIK, a significant correlation between the MRSE and the changes in CNBD, corneal nerve fiber total branch density, CNFA (r = -0.37 to -0.41), and corneal nerve fiber width (r = 0.43) was observed (all P < .05). Compared with SMILE, LASIK had greater reduction in CNBD and CNFA for every diopter increase in the corrected MRSE. High myopic SMILE, compared with low-moderate myopic SMILE, resulted in significantly lower tear break-up time at 1 and 6 months (both P < .05). The changes in CNFA and CFracDim were significantly associated with Schirmer test values (both P < .001). CONCLUSIONS Postoperative corneal denervation was related to corrected refractive power in both SMILE and LASIK. With the same refractive correction, LASIK led to more prominent corneal denervation.
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Affiliation(s)
- Chang Liu
- From the Tissue Engineering and Cell Therapy Group, Singapore Eye Research Institute, Singapore (C. Liu, Lin, Lee, Mehta, Y.-C. Liu); Cornea and Refractive Surgery Group, Singapore Eye Research Institute, Singapore (C. Liu, Mehta); Department of Cornea and External Eye Disease, Singapore National Eye Centre, Singapore (Mehta, Y.-C. Liu); Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore (Mehta, Y.-C. Liu); Department of Ophthalmology, National Taiwan University, Taiwan (Y.-C. Liu)
| | - Molly Tzu-Yu Lin
- From the Tissue Engineering and Cell Therapy Group, Singapore Eye Research Institute, Singapore (C. Liu, Lin, Lee, Mehta, Y.-C. Liu); Cornea and Refractive Surgery Group, Singapore Eye Research Institute, Singapore (C. Liu, Mehta); Department of Cornea and External Eye Disease, Singapore National Eye Centre, Singapore (Mehta, Y.-C. Liu); Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore (Mehta, Y.-C. Liu); Department of Ophthalmology, National Taiwan University, Taiwan (Y.-C. Liu)
| | - Isabelle Xin Yu Lee
- From the Tissue Engineering and Cell Therapy Group, Singapore Eye Research Institute, Singapore (C. Liu, Lin, Lee, Mehta, Y.-C. Liu); Cornea and Refractive Surgery Group, Singapore Eye Research Institute, Singapore (C. Liu, Mehta); Department of Cornea and External Eye Disease, Singapore National Eye Centre, Singapore (Mehta, Y.-C. Liu); Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore (Mehta, Y.-C. Liu); Department of Ophthalmology, National Taiwan University, Taiwan (Y.-C. Liu)
| | - Jodhbir S. Mehta
- From the Tissue Engineering and Cell Therapy Group, Singapore Eye Research Institute, Singapore (C. Liu, Lin, Lee, Mehta, Y.-C. Liu); Cornea and Refractive Surgery Group, Singapore Eye Research Institute, Singapore (C. Liu, Mehta); Department of Cornea and External Eye Disease, Singapore National Eye Centre, Singapore (Mehta, Y.-C. Liu); Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore (Mehta, Y.-C. Liu); Department of Ophthalmology, National Taiwan University, Taiwan (Y.-C. Liu)
| | - Yu-Chi Liu
- From the Tissue Engineering and Cell Therapy Group, Singapore Eye Research Institute, Singapore (C. Liu, Lin, Lee, Mehta, Y.-C. Liu); Cornea and Refractive Surgery Group, Singapore Eye Research Institute, Singapore (C. Liu, Mehta); Department of Cornea and External Eye Disease, Singapore National Eye Centre, Singapore (Mehta, Y.-C. Liu); Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore (Mehta, Y.-C. Liu); Department of Ophthalmology, National Taiwan University, Taiwan (Y.-C. Liu)
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Balbuena-Pareja A, Bogen CS, Cox SM, Hamrah P. Effect of recombinant human nerve growth factor treatment on corneal nerve regeneration in patients with neurotrophic keratopathy. Front Neurosci 2023; 17:1210179. [PMID: 37965220 PMCID: PMC10642242 DOI: 10.3389/fnins.2023.1210179] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 10/10/2023] [Indexed: 11/16/2023] Open
Abstract
Introduction Neurotrophic Keratopathy (NK) is a neurodegenerative corneal disease that results in diminished corneal sensation. Previous studies have found that Cenegermin 0.002%, a recombinant human nerve growth factor (rhNGF), improves corneal epithelial healing in stage 2 and 3 NK patients. However, rhNGF effect on corneal sensation and nerve regeneration has not been well established. Thus, this study aims to analyze the effect of rhNGF on corneal nerve regeneration using in vivo confocal microscopy (IVCM) and on corneal sensitivity in NK patients. Methods This is a retrospective, longitudinal, case-control study that included patients with NK, treated with rhNGF for at least 4 weeks, with pre- and post-treatment IVCM images available for analysis. Chart reviews were conducted documenting prior medical and surgical history, clinical signs and symptoms, and corneal sensation using Cochet-Bonnet esthesiometry. Corneal nerve parameters were assessed by IVCM. Sex- and age-matched reference controls were selected from a database of healthy subjects for comparison. Results The study included 25 patients, with 22 (88%) stage 1, two (8%) stage 2, and 1 (4%) stage 3 NK patients, with a median age of 64 years (range: 30-93 years). Total, main, and branch nerve densities [median (range) in mm/mm2] were lower in the NK group pre-treatment [2.3 (0.0-21.1); 1.7 (0.0-13.0); 0.5 (0.0-10.2); respectively] vs. controls [22.3 (14.9-29.0); 10.1 (3.2-15.4); and 12.1 (6.2-18.4), (p < 0.0001 for all), respectively]. Post-treatment nerve densities increased compared to pre-treatment to 5.3 (0.0-19.4, p = 0.0083) for total, 3.5 (0.0-13.2, p = 0.0059) for main, and 2.0 (0.0-10.4, p = 0.0251) for branch nerves, but remained lower than controls (p < 0.0001 for all). Corneal sensation increased from 2.3 ± 1.1 cm pre-treatment to 4.1 ± 1.4 cm post-treatment (p = 0.001). Median best corrected visual acuity significantly increased following rhNGF treatment from 0.4 (0.0-1.6) to 0.12 (-0.1 to 1.6) (p = 0.007). Conclusion Patients with NK treated with at least 4 weeks of rhNGF, showed a significant increase in corneal nerve densities after treatment. A significant increase in corneal sensation, as well as best corrected visual acuity, was observed following treatment.
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Affiliation(s)
- Ana Balbuena-Pareja
- Center for Translational Ocular Immunology, Department of Ophthalmology, Tufts Medical Center, Tufts University School of Medicine, Boston, MA, United States
| | - Chloe S. Bogen
- Center for Translational Ocular Immunology, Department of Ophthalmology, Tufts Medical Center, Tufts University School of Medicine, Boston, MA, United States
| | - Stephanie M. Cox
- Center for Translational Ocular Immunology, Department of Ophthalmology, Tufts Medical Center, Tufts University School of Medicine, Boston, MA, United States
| | - Pedram Hamrah
- Center for Translational Ocular Immunology, Department of Ophthalmology, Tufts Medical Center, Tufts University School of Medicine, Boston, MA, United States
- Cornea Service, New England Eye Center, Tufts Medical Center, Boston, MA, United States
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Chen Z, Liao Y, Lao HY, Liang L. Neurotrophic keratopathy associated with cancer immunotherapy targeting programmed death 1. Ocul Surf 2023; 30:14-16. [PMID: 37536655 DOI: 10.1016/j.jtos.2023.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Revised: 06/22/2023] [Accepted: 07/31/2023] [Indexed: 08/05/2023]
Affiliation(s)
- Ziyan Chen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Yinglin Liao
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Hubert Yuenhei Lao
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Lingyi Liang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China.
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50
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Zemborain ZZ, Soifer M, Azar NS, Murillo S, Mousa HM, Perez VL, Farsiu S. Open-Source Automated Segmentation of Neuronal Structures in Corneal Confocal Microscopy Images of the Subbasal Nerve Plexus With Accuracy on Par With Human Segmentation. Cornea 2023; 42:1309-1319. [PMID: 37669422 PMCID: PMC10635613 DOI: 10.1097/ico.0000000000003319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 04/24/2023] [Indexed: 09/07/2023]
Abstract
PURPOSE The aim of this study was to perform automated segmentation of corneal nerves and other structures in corneal confocal microscopy (CCM) images of the subbasal nerve plexus (SNP) in eyes with ocular surface diseases (OSDs). METHODS A deep learning-based 2-stage algorithm was designed to perform segmentation of SNP features. In the first stage, to address applanation artifacts, a generative adversarial network-enabled deep network was constructed to identify 3 neighboring corneal layers on each CCM image: epithelium, SNP, and stroma. This network was trained/validated on 470 images of each layer from 73 individuals. The segmented SNP regions were further classified in the second stage by another deep network as follows: background, nerve, neuroma, and immune cells. Twenty-one-fold cross-validation was used to assess the performance of the overall algorithm on a separate data set of 207 manually segmented SNP images from 43 patients with OSD. RESULTS For the background, nerve, neuroma, and immune cell classes, the Dice similarity coefficients of the proposed automatic method were 0.992, 0.814, 0.748, and 0.736, respectively. The performance metrics for automatic segmentations were statistically better or equal as compared to human segmentation. In addition, the resulting clinical metrics had good to excellent intraclass correlation coefficients between automatic and human segmentations. CONCLUSIONS The proposed automatic method can reliably segment potential CCM biomarkers of OSD onset and progression with accuracy on par with human gradings in real clinical data, which frequently exhibited image acquisition artifacts. To facilitate future studies on OSD, we made our data set and algorithms freely available online as an open-source software package.
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Affiliation(s)
| | - Matias Soifer
- Department of Ophthalmology, Duke University School of Medicine, Durham, NC, USA
- Foster Center for Ocular Immunology, Duke Eye Institute, Durham, NC, USA
| | - Nadim S. Azar
- Department of Ophthalmology, Duke University School of Medicine, Durham, NC, USA
- Foster Center for Ocular Immunology, Duke Eye Institute, Durham, NC, USA
| | - Sofia Murillo
- Department of Ophthalmology, Duke University School of Medicine, Durham, NC, USA
- Foster Center for Ocular Immunology, Duke Eye Institute, Durham, NC, USA
| | - Hazem M. Mousa
- Department of Ophthalmology, Duke University School of Medicine, Durham, NC, USA
- Foster Center for Ocular Immunology, Duke Eye Institute, Durham, NC, USA
| | - Victor L. Perez
- Department of Ophthalmology, Duke University School of Medicine, Durham, NC, USA
- Foster Center for Ocular Immunology, Duke Eye Institute, Durham, NC, USA
| | - Sina Farsiu
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
- Department of Ophthalmology, Duke University School of Medicine, Durham, NC, USA
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