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Bertolin M, Ruzza A, Barbaro V, Zanetti E, Ponzin D, Ferrari S. Factors Affecting the Density of Corneal Endothelial Cells Cultured from Donor Corneas. Int J Mol Sci 2024; 25:11884. [PMID: 39595954 PMCID: PMC11593917 DOI: 10.3390/ijms252211884] [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: 09/30/2024] [Revised: 10/18/2024] [Accepted: 11/01/2024] [Indexed: 11/28/2024] Open
Abstract
We investigated which specific correlation exists between the endothelial cell density (ECD) of corneal endothelial cell (CEC) cultures and the features of the donor corneas from which they originate. CEC cultures were prepared from one donor cornea or by pooling together cells of more corneas from elderly donors with ECDs lower or higher than 2000 cells/mm2. The ECDs of such primary cultures were evaluated and showed that that ECDs > 2000 cells/mm2 can be obtained only when CECs are isolated from (1) corneas of young donors; (2) at least two elderly donor corneas (if ECD > 2000 cells/mm2), or three elderly donor corneas (if ECD < 2000 cells/mm2). Secondary cultures are all characterized by ECDs < 2000 cells/mm2. Our study highlights the difficulties in obtaining cultures with ECDs > 2000 cells/mm2. Even if achievable with corneas from young donors, this becomes a challenging task when corneas from elderly donors are used (i.e., the overall majority of those collected by eye banks) and particularly when corneas from elderly donors with ECD < 2000 cells/mm2 are used. Pooling more of two corneas to obtain suitable CECs could technically overcome the problem. The above issues should be tackled appropriately before moving into clinical studies.
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Affiliation(s)
- Marina Bertolin
- Fondazione Banca degli Occhi del Veneto, Via Paccagnella 11, 30174 Venice, Italy; (A.R.); (V.B.); (E.Z.); (D.P.); (S.F.)
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2
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Gyanchand R, Mamatha B, Tabani SMI, Sharma R. Clinical outcome of sequential bilateral pediatric penetrating keratoplasty (PKP) in patients with corneal dystrophies in South India. ADVANCES IN OPHTHALMOLOGY PRACTICE AND RESEARCH 2024; 4:216-219. [PMID: 39512929 PMCID: PMC11541466 DOI: 10.1016/j.aopr.2024.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2024] [Revised: 09/19/2024] [Accepted: 09/26/2024] [Indexed: 11/15/2024]
Affiliation(s)
| | - B. Mamatha
- B.W. Lions Superspeciality Eye Hospital, Bengaluru, India
| | | | - Rajan Sharma
- B.W. Lions Superspeciality Eye Hospital, Bengaluru, India
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Curnow E, Hughes RA, Birnie K, Tilling K, Crowther MJ. Multiple imputation strategies for missing event times in a multi-state model analysis. Stat Med 2024; 43:1238-1255. [PMID: 38258282 PMCID: PMC7616776 DOI: 10.1002/sim.10011] [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: 05/02/2023] [Revised: 12/18/2023] [Accepted: 12/21/2023] [Indexed: 01/24/2024]
Abstract
In clinical studies, multi-state model (MSM) analysis is often used to describe the sequence of events that patients experience, enabling better understanding of disease progression. A complicating factor in many MSM studies is that the exact event times may not be known. Motivated by a real dataset of patients who received stem cell transplants, we considered the setting in which some event times were exactly observed and some were missing. In our setting, there was little information about the time intervals in which the missing event times occurred and missingness depended on the event type, given the analysis model covariates. These additional challenges limited the usefulness of some missing data methods (maximum likelihood, complete case analysis, and inverse probability weighting). We show that multiple imputation (MI) of event times can perform well in this setting. MI is a flexible method that can be used with any complete data analysis model. Through an extensive simulation study, we show that MI by predictive mean matching (PMM), in which sampling is from a set of observed times without reliance on a specific parametric distribution, has little bias when event times are missing at random, conditional on the observed data. Applying PMM separately for each sub-group of patients with a different pathway through the MSM tends to further reduce bias and improve precision. We recommend MI using PMM methods when performing MSM analysis with Markov models and partially observed event times.
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Affiliation(s)
- Elinor Curnow
- Department of Statistics and Clinical Research, NHS Blood and Transplant, Bristol, UK
- Department of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Rachael A. Hughes
- Department of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Kate Birnie
- Department of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Kate Tilling
- Department of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Michael J. Crowther
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Red Door Analytics, Stockholm, Sweden
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Shiuey EJ, Zhang Q, Rapuano CJ, Ayres BD, Hammersmith KM, Nagra PK, Syed ZA. Prior Contralateral Penetrating Keratoplasty Is a Risk Factor for Second Eye Graft Rejection. Ocul Immunol Inflamm 2023; 31:257-262. [PMID: 35050842 DOI: 10.1080/09273948.2021.2024860] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
AIMS To determine whether prior penetrating keratoplasty (PK) in the contralateral eye increases risk of second eye PK graft rejection. METHODS Cohort study of 593 consecutive PKs in transplant-naïve eyes (500 unilateral cases, 93 second eyes). Outcomes were compared between PKs performed in eyes with versus without a history of prior contralateral eye PK. Risks of rejection and failure were estimated using Cox proportional hazards models. RESULTS Mean age was 53.7 ± 23.3 years; average follow-up was 4.00 ± 2.87 years. Rejection occurred in 211 (35.6%) grafts. The incidence of rejection was 34.0% in unilateral cases and 44.1% in second eyes with PK in the contralateral eye. Prior contralateral PK was a significant risk factor for graft rejection (HR = 1.42, 95% CI 1.01-2.01, p = .045). CONCLUSION Contralateral PK is associated with increased risk of second eye graft rejection. Loss of ocular immune privilege is a possible mechanism.
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Affiliation(s)
- Eric J Shiuey
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Qiang Zhang
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA.,Biostatistics Consulting Core, Vickie and Jack Farber Vision Research Center, Wills Eye Hospital, Philadelphia, Pennsylvania, USA
| | - Christopher J Rapuano
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA.,Cornea Service, Wills Eye Hospital, Philadelphia, Pennsylvania, USA
| | - Brandon D Ayres
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA.,Cornea Service, Wills Eye Hospital, Philadelphia, Pennsylvania, USA
| | - Kristin M Hammersmith
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA.,Cornea Service, Wills Eye Hospital, Philadelphia, Pennsylvania, USA
| | - Parveen K Nagra
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA.,Cornea Service, Wills Eye Hospital, Philadelphia, Pennsylvania, USA
| | - Zeba A Syed
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA.,Cornea Service, Wills Eye Hospital, Philadelphia, Pennsylvania, USA
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Chu HS, Hu FR, Liu HY, Srikumaran D. Keratoplasty Registries: Lessons Learned. Cornea 2023; 42:1-11. [PMID: 36459579 DOI: 10.1097/ico.0000000000003088] [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: 01/04/2022] [Accepted: 05/19/2022] [Indexed: 11/03/2022]
Abstract
ABSTRACT Clinical registries have been developed for decades in the field of ophthalmology, and they are especially well-suited to the study of keratoplasty practices. A comprehensive donor/recipient registry system can provide insight into donor, recipient, and surgical factors associated with immediate and long-term outcomes and adverse reactions. Furthermore, linkage with demographic databases can elucidate relationships with social determinants of health and potentially shape public policy. The vast sample size and multicenter nature of registries enable researchers to conduct sophisticated multivariate or multilayered analyses. In this review, we aim to emphasize the importance of registry data for keratoplasty practice and 1) summarize the structure of current keratoplasty registries; 2) examine the features and scientific contributions of the registries from Australia, the United Kingdom, Singapore, the Netherlands, Sweden, Eye Bank Association of America, and European Cornea and Cell Transplant registries; 3) compare registry-based studies with large single-site clinical studies; 4) compare registry-based studies with randomized control studies; and 5) make recommendations for future development of keratoplasty registries. Keratoplasty registries have increased our knowledge of corneal transplant practices and their outcomes. Future keratoplasty registry-based studies may be further strengthened by record linkage, data sharing, and international collaboration.
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Affiliation(s)
- Hsiao-Sang Chu
- Department of Ophthalmology, National Taiwan University Hospital, Taipei, Taiwan
- National Eye Bank of Taiwan, Ministry of Health and Welfare, Taipei, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan; and
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Fung-Rong Hu
- Department of Ophthalmology, National Taiwan University Hospital, Taipei, Taiwan
- National Eye Bank of Taiwan, Ministry of Health and Welfare, Taipei, Taiwan
| | - Hsin-Yu Liu
- Department of Ophthalmology, National Taiwan University Hospital, Taipei, Taiwan
- National Eye Bank of Taiwan, Ministry of Health and Welfare, Taipei, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan; and
| | - Divya Srikumaran
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD
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6
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Downward L, Ahmed M, Hopkinson C, Romano V, Curnow E, Kaye SB. Endothelial failure and rejection in recipients of corneas from the same donor. BMJ Open Ophthalmol 2022; 7:bmjophth-2021-000965. [PMID: 36161852 PMCID: PMC9389126 DOI: 10.1136/bmjophth-2021-000965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Accepted: 04/08/2022] [Indexed: 11/12/2022] Open
Abstract
Objective To determine whether patients who receive corneas from the same donor have similar risks of endothelial failure and rejection. Methods and Analysis Patients with Fuchs endothelial dystrophy (FED) and pseudophakic bullous keratopathy (PBK) who received their first corneal transplant between 1999 and 2016 were analysed. Patients receiving corneas from donors who donated both corneas for the same indication were defined as ‘paired’. Gray’s test was used to compare the cumulative incidence of endothelial failure and rejection within 5 years post-transplant for ‘paired’ and ‘unpaired’ groups. Cox regression models were fitted to determine whether there was an association between recorded donor characteristics (endothelial cell density (ECD), age and sex and endothelial graft failure and rejection. Results 10 838 patients were analysed of whom 1536 (14%) were paired. The unpaired group comprised 1837 (69%) recipients of single corneal donors and 7465 (69%) donors who donated both corneas for another indication. ECD was lower for unpaired single cornea donors (p<0.01). There was no significant difference in endothelial graft failure or rejection between paired and unpaired groups for FED (p=0.37, p=0.99) or PBK (p=0.88, p=0.28) nor for donor ECD, age, sex and paired donation after adjusting for transplant factors (across all models p>0.16 for ECD, p>0.32 for donor age, p>0.14 for sex match and p>0.17 for the donor effect). Conclusion The absence of a significant difference in graft outcome for corneal transplants for FED and PBK between paired and unpaired donors may reflect a homogeneous donor pool in the UK.
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Affiliation(s)
- Lewis Downward
- Statistics, NHS Blood and Transplant Organ Donation and Transplantation Directorate, Bristol, UK
| | - Mahmoud Ahmed
- Ophthalmology, Royal Liverpool University Hospital, Liverpool, UK
| | - Cathy Hopkinson
- Statistics, NHS Blood and Transplant Organ Donation and Transplantation Directorate, Bristol, UK
| | - Vito Romano
- Department of Eye and Vision Science, University of Liverpool, Liverpool, UK
| | - Elinor Curnow
- Statistics, NHS Blood and Transplant Organ Donation and Transplantation Directorate, Bristol, UK
| | - Stephen B Kaye
- Ophthalmology, Royal Liverpool University Hospital, Liverpool, UK
- Department of Eye and Vision Science, University of Liverpool, Liverpool, UK
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Steger B, Kaye SB, Romano V. Corneal transplantation: the fine line between donor shortage and tissue quality. BMJ Open Ophthalmol 2022; 7:e001046. [PMID: 36161834 PMCID: PMC9389094 DOI: 10.1136/bmjophth-2022-001046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Affiliation(s)
- Bernhard Steger
- Department of Ophthalmology, Medizinische Universitat Innsbruck, Innsbruck, Austria
| | - Stephen B Kaye
- Department of Eye and Vision Science, University of Liverpool, Liverpool, UK
| | - Vito Romano
- Department of Ophthalmology, University of Brescia, Brescia, Italy
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8
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Rejection of Acellular Porcine Corneal Stroma Transplantation During Coronavirus Disease 2019 Pandemic. J Craniofac Surg 2022; 33:1300-1302. [PMID: 36041138 PMCID: PMC9275802 DOI: 10.1097/scs.0000000000008324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 10/05/2021] [Indexed: 11/30/2022] Open
Abstract
To report 2 successfully managed cases of graft rejection with acellular porcine corneal stroma (APCS) transplantation in patients with fungal corneal ulcer. Two patients were diagnosed with fungal corneal ulcer and received APCS transplantation. Graft rejection developed due to the lost follow-up during the period of coronavirus disease 2019 outbreak. Amniotic membranes transplantation and cauterization of neovascularization was performed, respectively. The graft failure resolved successfully after the procedure. To the best of our knowledge, amniotic membranes transplantation and cauterization of new vessels are the firstly reported in treating APCS graft failure. Amniotic membranes transplantation or cauterization of neovascularization appear to be a safe and costeffective method for treating graft failure.
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Ghareeb AE, Figueiredo MS, Pradhan SP, Curnow E, Armitage WJ, Figueiredo FC. Long-Term Graft Survival and Decline in Endothelial Cell Density Following Penetrating Keratoplasty with Organ-Cultured Corneas. Ophthalmol Ther 2022; 11:1131-1146. [PMID: 35303284 PMCID: PMC9114181 DOI: 10.1007/s40123-022-00481-3] [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: 11/01/2021] [Accepted: 02/03/2022] [Indexed: 11/12/2022] Open
Abstract
INTRODUCTION Endothelial cell density (ECD) changes long after penetrating keratoplasty (PKP) of organ-cultured corneas have been little studied. We aim to calculate the point when ECD decline stabilises following PKP with organ culture stored corneas. METHODS This is an observational study of first-ever PKPs and first-ever re-grafts, performed over 17 years under a single surgeon. ECDs were acquired at 3 and 6 months, 1 year post-graft and annually thereafter by specular microscopy. Time-dependent ECD data was fitted to a log-biexponential model. RESULTS We studied 465 first-ever grafts and 128 re-grafts. Mean recipient age was 59 years (range 0-96 years; SD 22). Median follow-up was 5.7 (range 0.2-17.1) years. Probability of ED at 5 years in first grafts and re-grafts was 4.4% (2.6-7.1%) and 14.8% (8.3-23.2%). In first grafts, ECD loss reached 0.6% per annum at 7.9 (6.2-9.6) years post-operatively. The half-lives of ECD loss during the immediate post-operative period for first grafts, re-grafts, dystrophies, ectasias, and previous ocular surgery are 20.1 (14.9-30.9), 12.8 (6.9-79.4), 19.5 (13.1-37.7), 26.2 (16.2-68), and 11.6 (6.7-41.3) months, respectively. The half-life during this rapid phase of ECD loss has an inverse correlation with graft survival at 10 years (r = - 0.89, p = 0.02). CONCLUSIONS Rate of endothelial decompensation is higher in first grafts than re-grafts. ECD decline stabilises 7.9 years post-operatively in first grafts but then becomes lower than the physiological loss expected. Further work is needed to verify whether organ-cultured grafts reach physiological levels of ECD loss faster than hypothermically stored grafts.
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Affiliation(s)
- Ali E Ghareeb
- Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Central Parkway, Newcastle upon Tyne, UK
- Department of Ophthalmology, Royal Victoria Infirmary, Queen Victoria Road, Newcastle upon Tyne, UK
| | - Maria S Figueiredo
- Department of Ophthalmology, Royal Victoria Infirmary, Queen Victoria Road, Newcastle upon Tyne, UK
| | - Sayali P Pradhan
- Department of Ophthalmology, Royal Victoria Infirmary, Queen Victoria Road, Newcastle upon Tyne, UK
| | | | - W John Armitage
- NHS Blood and Transplant, Bristol, UK
- Translational Health Sciences, University of Bristol, Bristol, UK
| | - Francisco C Figueiredo
- Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Central Parkway, Newcastle upon Tyne, UK.
- Department of Ophthalmology, Royal Victoria Infirmary, Queen Victoria Road, Newcastle upon Tyne, UK.
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Donor and Recipient Sex Matching and Corneal Graft Failure in High-Risk and Non-High-Risk Patients. J Ophthalmol 2022; 2022:1520912. [PMID: 35469216 PMCID: PMC9034955 DOI: 10.1155/2022/1520912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Revised: 01/29/2022] [Accepted: 02/03/2022] [Indexed: 11/24/2022] Open
Abstract
Purpose It is controversial whether donor-recipient sex mismatch is a risk factor associated with corneal graft failure. The purpose of this study was to investigate the effect of sex mismatch on corneal graft failure in high-risk and non-high-risk patients. Design A retrospective study. Methods The medical charts of patients who underwent corneal transplantations by one surgeon between 2012 and 2017 were reviewed. Patients were defined as high-risk for failure if they had glaucoma, ocular surface disease, or corneal vascularization. Graft failure rates were compared using the Kaplan–Meier survival curves between sex matched and mismatched subjects and between male-to-female grafting and other patients. Results One hundred and thirteen patients with a minimum follow-up of 18 months were included. In 62 non-high-risk patients, graft failure rates were similar between the sex mismatched and the sex matched recipients (p=0.645, log-rank) and in male donor to female recipient transplantations and in the other transplantations (p=0.496, log-rank). Analysis of fifty-one eyes of 51 high-risk graft recipients (mean age of 73.4 ± 12.7 years, N = 26 females) showed that graft failure rates were significantly higher in the sex mismatched than sex matched recipients (p=0.022, log-rank) and in male donor to female recipient transplantations than in the other transplantations (p=0.002, log-rank). Conclusions Sex matching for every patient bares logistic difficulties; however, in patients who are at high-risk for graft failure, it may be a simple way to improve outcomes and better utilize corneal grafts.
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Ocular Complications Following Vaccination for COVID-19: A One-Year Retrospective. Vaccines (Basel) 2022; 10:vaccines10020342. [PMID: 35214800 PMCID: PMC8875181 DOI: 10.3390/vaccines10020342] [Citation(s) in RCA: 56] [Impact Index Per Article: 18.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 02/16/2022] [Accepted: 02/18/2022] [Indexed: 12/24/2022] Open
Abstract
Vaccination efforts as a mitigation strategy in the corona virus disease 2019 (COVID-19) pandemic are fully underway. A vital component of understanding the optimal clinical use of these vaccines is a thorough investigation of adverse events following vaccination. To date, some limited reports and reviews have discussed ocular adverse events following COVID-19 vaccination, but a systematic review detailing these reports with manifestations and clinical courses as well as proposed mechanisms has yet to be published. This comprehensive review one-year into vaccination efforts against COVID-19 is meant to furnish sound understanding for ophthalmologists and primary care physicians based on the existing body of clinical data. We discuss manifestations categorized into one of the following: eyelid, orbit, uveitis, retina, vascular, neuro-ophthalmology, ocular motility disorders, and other.
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Abousy M, Bohm K, Prescott C, Bonsack JM, Rowhani-Farid A, Eghrari AO. Bilateral EK Rejection After COVID-19 Vaccine. Eye Contact Lens 2021; 47:625-628. [PMID: 34516456 DOI: 10.1097/icl.0000000000000840] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/13/2021] [Indexed: 11/25/2022]
Abstract
ABSTRACT Owing to its rapid development, short-term and long-term effects of the COVID-19 vaccine are still not well understood. This case report highlights bilateral corneal endothelial graft rejection after administration of the Pfizer COVID-19 vaccine. A 73-year-old woman with bilateral Descemet stripping endothelial keratoplasty presented with bilateral decreased visual acuity, ocular pain, and photophobia after her second dose of the Pfizer-BioNTech COVID-19 vaccine. Two weeks after vaccine administration, the uncorrected visual acuity was 20/70 and 20/40. Central corneal thickness as measured by ultrasound was 809 and 825 μm and by Scheimfplug imaging was 788 and 751 μm at the pupil center. Slit-lamp biomicroscopy revealed quiet conjunctiva and sclera but was significant for thickened corneas with Descemet folds in both eyes. The patient was instructed to use prednisolone acetate 1% every 1 to 2 hours with Muro ointment at bedtime.
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Affiliation(s)
- Mya Abousy
- Wilmer Eye Institute (M.A., K.B., C.P., J.M.B., A.O.E.), Johns Hopkins University School of Medicine, Baltimore, MD; and Department of Pharmaceutical Health Services Research (A.R.-F.), University of Maryland School of Pharmacy, Baltimore, MD
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Curnow E, Hughes RA, Birnie K, Crowther MJ, May MT, Tilling K. Multiple imputation strategies for a bounded outcome variable in a competing risks analysis. Stat Med 2021; 40:1917-1929. [PMID: 33469974 PMCID: PMC8611803 DOI: 10.1002/sim.8879] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Revised: 09/04/2020] [Accepted: 12/29/2020] [Indexed: 01/23/2023]
Abstract
In patient follow-up studies, events of interest may take place between periodic clinical assessments and so the exact time of onset is not observed. Such events are known as "bounded" or "interval-censored." Methods for handling such events can be categorized as either (i) applying multiple imputation (MI) strategies or (ii) taking a full likelihood-based (LB) approach. We focused on MI strategies, rather than LB methods, because of their flexibility. We evaluated MI strategies for bounded event times in a competing risks analysis, examining the extent to which interval boundaries, features of the data distribution and substantive analysis model are accounted for in the imputation model. Candidate imputation models were predictive mean matching (PMM); log-normal regression with postimputation back-transformation; normal regression with and without restrictions on the imputed values and Delord and Genin's method based on sampling from the cumulative incidence function. We used a simulation study to compare MI methods and one LB method when data were missing at random and missing not at random, also varying the proportion of missing data, and then applied the methods to a hematopoietic stem cell transplantation dataset. We found that cumulative incidence and median event time estimation were sensitive to model misspecification. In a competing risks analysis, we found that it is more important to account for features of the data distribution than to restrict imputed values based on interval boundaries or to ensure compatibility with the substantive analysis by sampling from the cumulative incidence function. We recommend MI by type 1 PMM.
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Affiliation(s)
- Elinor Curnow
- Department of Statistics and Clinical StudiesNHS Blood and TransplantBristolUK
- Department of Population Health Sciences, Bristol Medical SchoolUniversity of BristolBristolUK
| | - Rachael A. Hughes
- Department of Population Health Sciences, Bristol Medical SchoolUniversity of BristolBristolUK
- MRC Integrative Epidemiology UnitUniversity of BristolBristolUK
| | - Kate Birnie
- Department of Population Health Sciences, Bristol Medical SchoolUniversity of BristolBristolUK
- MRC Integrative Epidemiology UnitUniversity of BristolBristolUK
| | - Michael J. Crowther
- Biostatistics Research Group, Department of Health SciencesUniversity of Leicester, George Davies CentreLeicesterUK
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
| | - Margaret T. May
- Department of Population Health Sciences, Bristol Medical SchoolUniversity of BristolBristolUK
| | - Kate Tilling
- Department of Population Health Sciences, Bristol Medical SchoolUniversity of BristolBristolUK
- MRC Integrative Epidemiology UnitUniversity of BristolBristolUK
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Aboshiha J, Jones MNA, Hopkinson CL, Larkin DFP. Differential Survival of Penetrating and Lamellar Transplants in Management of Failed Corneal Grafts. JAMA Ophthalmol 2019; 136:859-865. [PMID: 29931227 DOI: 10.1001/jamaophthalmol.2018.1515] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Importance An increasing proportion of corneal transplant procedures are undertaken for replacement of a failed previous graft. The proportion of lamellar transplant procedures has significantly increased. There are limited large-scale reports on regraft procedures that may help guide surgeons and patients in their choice of surgery. Objective To examine the corneal transplant replacement survival rates for the 3 main indications and types of regraft surgery. Design, Setting, and Participants This national transplant registry study examined surgery and follow-up data on all corneal transplants performed in the United Kingdom from April 1, 1999, through March 31, 2016. Main Outcomes and Measures Actuarial regraft 5-year survival rates were compared for the 3 main indications and types of graft: penetrating keratoplasty (PK) and deep anterior lamellar keratoplasty for keratoconus, PK and endothelial keratoplasty (EK) for Fuchs endothelial dystrophy (FED), and pseudophakic bullous keratopathy (PBK). Results A total of 9925 regrafts were analyzed during the 17-year study period. Penetrating keratoplasty represented 7261 cases (73.2%) in the cohort. Endothelial keratoplasty increased by 1361.5%, from 12 (2.6%; 95% CI, 1.3%-4.5%) of all 467 regrafts during 2005-2006 to 292 (38.0%; 95% CI, 34.6%-41.6%) of 768 during 2015-2016. The median time to first regraft for all graft types was 28 months (interquartile range, 10-64 months). When examining all graft types performed for all indications, stratification of 5-year survival was found for successive grafts, with a difference in survival of 25 270 (72.5%; 95% CI, 71.7%-73.2%) from the first graft to 4224 (53.4%; 95% CI, 51.4%-55.4%) from the second graft and 1088 (37.3%; 95% CI, 33.4%-41.3%) from the second to third graft. For first regrafts in keratoconus and PBK, survival after lamellar and PK procedures was similar. For FED, there was a higher regraft survival after PK (375 [70.8%]; 95% CI, 64.6%-76.1%) compared with EK (303 [54.7%]; 95% CI, 45.8%-62.8%) (P < .001). For FED and PBK, there was no difference in first regraft survival identified between EK followed by PK vs PK followed by PK or EK followed by EK vs PK followed by EK. Conclusions and Relevance In this large registry-based analysis of corneal regraft survival, regraft survival was found to vary with indication for first graft surgery and for FED with type of regraft procedure performed. For FED and PBK, the permutation of graft and subsequent first regraft procedure were not associated with any survival benefit for the first regraft. These reported outcomes may assist decision-making in management of a failed corneal transplant.
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Affiliation(s)
- Jonathan Aboshiha
- UCL Institute of Ophthalmology, University College London, London, England.,Moorfields Eye Hospital, London, England
| | - Mark N A Jones
- Statistics and Clinical Studies, National Health Service Blood and Transplant, Bristol, England
| | - Cathy L Hopkinson
- Statistics and Clinical Studies, National Health Service Blood and Transplant, Bristol, England
| | - Daniel F P Larkin
- UCL Institute of Ophthalmology, University College London, London, England.,Moorfields Eye Hospital, London, England
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15
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Palme C, Romano V, Brunner M, Vinciguerra R, Kaye SB, Steger B. Functional Staging of Corneal Neovascularization Using Fluorescein and Indocyanine Green Angiography. Transl Vis Sci Technol 2018; 7:15. [PMID: 30280000 PMCID: PMC6166904 DOI: 10.1167/tvst.7.5.15] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2017] [Accepted: 08/07/2018] [Indexed: 11/24/2022] Open
Abstract
Purpose Corneal neovascularization (CoNV) is a major risk factor for corneal graft rejection and other corneal conditions. The maturity of CoNV is important to guide treatment. This study investigated associations between clinical and angiographic characteristics of CoNV. Methods In a prospective cross-sectional study patients with CoNV of variable but known duration and etiology were included. All cases were clinically staged according to a simplified three-grade scale as active, inactive, and regressed and assessed using color photography, anterior-segment optical coherence tomography, and fluorescein and indocyanine green (ICG) angiography. Outcome parameters included age and depth of CoNV, perfusion times and time to leakage of fluorescein and ICG. Results Forty eyes of 39 patients with CoNV were included, active (14), inactive (22), and regressed CoNV (4). There were significant associations between the time to fluorescein or ICG leakage and clinical staging of CoNV (R2 = 0.24; P = 0.0011, and R2 = 0.3; P = 0.0001). In addition, there was a significant association between the time to fluorescein leakage and the age of CoNV (R2 = 0.32; P = 0.0002). ICG leakage within 10 minutes was observed significantly more frequently in active than the inactive group and was not observed in regressed cases (P < 0.0001). Conclusions Simplification of the staging of CoNV to active, inactive, and regressed to is significantly associated with the time to extravascular leakage of fluorescein and indocyanine and may be useful to guide the selection of appropriate treatments. Translational Relevance The association between clinical and angiographic characteristics of CoNV may provide guidance to the treatment approaches.
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Affiliation(s)
- Christoph Palme
- Department of Ophthalmology, Medical University of Innsbruck, Innsbruck, Austria
| | - Vito Romano
- Department of Corneal and External Eye Diseases, St. Paul's Eye Unit, Royal Liverpool, University Hospital, Liverpool, UK
| | - Matthias Brunner
- Department of Corneal and External Eye Diseases, St. Paul's Eye Unit, Royal Liverpool, University Hospital, Liverpool, UK
| | - Riccardo Vinciguerra
- Department of Corneal and External Eye Diseases, St. Paul's Eye Unit, Royal Liverpool, University Hospital, Liverpool, UK
| | - Stephen B Kaye
- Department of Corneal and External Eye Diseases, St. Paul's Eye Unit, Royal Liverpool, University Hospital, Liverpool, UK.,Department of Eye and Vision Science, University of Liverpool, Liverpool, UK
| | - Bernhard Steger
- Department of Ophthalmology, Medical University of Innsbruck, Innsbruck, Austria
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16
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Stuart AJ, Romano V, Virgili G, Shortt AJ. Descemet's membrane endothelial keratoplasty (DMEK) versus Descemet's stripping automated endothelial keratoplasty (DSAEK) for corneal endothelial failure. Cochrane Database Syst Rev 2018; 6:CD012097. [PMID: 29940078 PMCID: PMC6513431 DOI: 10.1002/14651858.cd012097.pub2] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND Corneal endothelial transplantation has become the gold standard for the treatment of corneal endothelial dysfunctions, replacing full thickness transplantation, known as penetrating keratoplasty. Corneal endothelial transplantation has been described using two different techniques: Descemet's membrane endothelial keratoplasty (DMEK) and Descemet's stripping automated endothelial keratoplasty (DSAEK). Both are still performed worldwide. OBJECTIVES To compare the effectiveness and safety of Descemet's membrane endothelial keratoplasty (DMEK) versus Descemet's stripping automated endothelial keratoplasty (DSAEK) for the treatment of corneal endothelial failure in people with Fuch's endothelial dystropy (FED) and pseudophakic bullous keratopathy (PBK). SEARCH METHODS We searched the Cochrane Central Register of Controlled Trials (CENTRAL) (which contains the Cochrane Eyes and Vision Trials Register) (2017, Issue 7); MEDLINE Ovid; Embase Ovid; LILACS BIREME; the ISRCTN registry; ClinicalTrials.gov and the World Health Organization (WHO) International Clinical Trials Registry Platform (ICTRP). The date of the search was 11 August 2017. SELECTION CRITERIA We included randomised controlled trials (RCTs) and non-randomised paired, contralateral-eye studies in any setting where DMEK was compared with DSAEK to treat people with corneal endothelial failure. DATA COLLECTION AND ANALYSIS Two review authors independently screened the search results, assessed trial quality and extracted data using the standard methodological procedures expected by Cochrane. Our primary outcome was best corrected visual acuity (BCVA) measured in logarithm of the Minimum Angle of Resolution (logMAR). Secondary outcomes were endothelial cell count, graft rejection, primary graft failure and graft dislocation. We graded the risk of bias of non-randomised studies (NRSs) using ROBINS-I. MAIN RESULTS We did not identify any RCTs but found four non-randomised studies (NRSs) including 72 participants (144 eyes), who had received DSAEK in the first eye followed by DMEK in the fellow eye. All the studies included adult participants where there was evidence of FED and endothelial failure requiring a corneal transplant for the treatment of visual impairment. We did not find any studies that included PBK. The trials were published between 2011 and 2015, and we assessed them as high risk of bias due to potential unknown confounding factors since DSAEK preceded DMEK in all participants. Two studies reported results at 12 months, one at 6 months, and one between 6 and 24 months. At one year, using DMEK in cases of endothelial failure may result in better BCVA compared with DSAEK (mean difference (MD) -0.14, 95% confidence interval (CI) -0.18 to -0.10 logMAR, 4 studies, 140 eyes, low-certainty evidence). None of the participants had severe visual loss (BCVA of 1.0 logMAR or more; very low-certainty evidence). Regarding endothelial cell count data (4 studies, 134 eyes) it is hard to draw any conclusions since two studies suggested no difference and the other two reported that DMEK provides a higher cell density at one year (very low-certainty evidence). No primary graft failure and only one graft rejection were recorded over four studies (144 eyes) (very low-certainty evidence). The most common complications reported were graft dislocations, which were recorded in one or two out of 100 participants with DSAEK but were more common using DMEK, although this difference could not be precisely estimated (risk ratio (RR) 5.40, 95% CI 1.51 to 19.3; 4 studies, 144 eyes, very low-certainty evidence). AUTHORS' CONCLUSIONS This review included studies conducted on people with corneal endothelium failure due to FED for whom both DMEK and DSAEK can be considered, and found low-certainty evidence that DMEK provides some advantage in terms of final BCVA, at the cost of more graft dislocations needing 're-bubbling' (very low-certainty of evidence).
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Affiliation(s)
- Alastair J Stuart
- Queen Mary's HospitalOphthalmologyFrognal AvenueSidcupKentUKDA14 6LT
| | - Vito Romano
- Royal Liverpool University HospitalOphthalmologyPrescot StreetLiverpoolUKL7 8XP
| | - Gianni Virgili
- University of FlorenceDepartment of Translational Surgery and Medicine, Eye ClinicLargo Brambilla, 3FlorenceItaly50134
| | - Alex J Shortt
- Moorfields Eye Hospital/UCL Institute of Ophthalmology National Institute for Health Research Biomedical Research Centre162 City RoadLondonUKEC1V 2PD
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17
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Liu S, Romano V, Steger B, Kaye SB, Hamill KJ, Willoughby CE. Gene-based antiangiogenic applications for corneal neovascularization. Surv Ophthalmol 2018; 63:193-213. [DOI: 10.1016/j.survophthal.2017.10.006] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Revised: 10/09/2017] [Accepted: 10/12/2017] [Indexed: 12/22/2022]
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18
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Intraoperative management of macroperforations of Descemet's membrane in deep anterior lamellar keratoplasty. SPEKTRUM DER AUGENHEILKUNDE 2016; 30:175-180. [PMID: 27818576 PMCID: PMC5075025 DOI: 10.1007/s00717-016-0312-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Accepted: 09/01/2016] [Indexed: 11/17/2022]
Abstract
Background To describe a surgical approach for the completion of pre-descemetic deep anterior lamellar keratoplasty (pdDALK) in the presence of a macroperforation of Descemet’s membrane (DM). Methods Using case notes, we recorded the details of the intra- and perioperative course of patients who underwent successful pdDALK in the presence of macroperforation. A literature search of pdDALK techniques available to the corneal surgeon in a similar scenario was undertaken. Results In two very different scenarios with intra- or preoperative perforation of DM, a centripetal layered lamellar dissection was performed and allowed completion of pdDALK with a residual recipient central stromal thickness of 36 and 115 µm and good visual outcome. Conclusion Despite very different scenarios, a centripetal layered lamellar dissection offers an approach for the completion of pdDALK in the presence of a macroperforation.
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