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Colman BD, Zhu Z, Qi Z, van der Walt A. From real world data to real world evidence to improve outcomes in neuro-ophthalmology. Eye (Lond) 2024; 38:2448-2456. [PMID: 38844583 PMCID: PMC11306594 DOI: 10.1038/s41433-024-03160-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 05/21/2024] [Accepted: 05/28/2024] [Indexed: 08/09/2024] Open
Abstract
Real-world data (RWD) can be defined as all data generated during routine clinical care. This includes electronic health records, disease-specific registries, imaging databanks, and data linkage to administrative databases. In the field of neuro-ophthalmology, the intersection of RWD and clinical practice offers unprecedented opportunities to understand and treat rare diseases. However, translating RWD into real-world evidence (RWE) poses several challenges, including data quality, legal and ethical considerations, and sustainability of data sources. This review explores existing RWD sources in neuro-ophthalmology, such as patient registries and electronic health records, and discusses the challenges of data collection and standardisation. We focus on research questions that need to be answered in neuro-ophthalmology and provide an update on RWE generated from various RWD sources. We review and propose solutions to some of the key barriers that can limit translation of a collection of data into impactful clinical evidence. Careful data selection, management, analysis, and interpretation are critical to generate meaningful conclusions.
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Affiliation(s)
- Blake D Colman
- Department of Neuroscience, Central Clinical School, Faculty of Medicine, Nursing and Health Science, Monash University, Melbourne, VIC, Australia
- Department of Neurology, Alfred Hospital, Melbourne, VIC, Australia
| | - Zhuoting Zhu
- Centre for Eye Research Australia, Ophthalmology, University of Melbourne, Melbourne, VIC, Australia
- Ophthalmology, Department of Surgery, University of Melbourne, Melbourne, VIC, Australia
| | - Ziyi Qi
- Centre for Eye Research Australia, Ophthalmology, University of Melbourne, Melbourne, VIC, Australia
- Ophthalmology, Department of Surgery, University of Melbourne, Melbourne, VIC, Australia
| | - Anneke van der Walt
- Department of Neuroscience, Central Clinical School, Faculty of Medicine, Nursing and Health Science, Monash University, Melbourne, VIC, Australia.
- Department of Neurology, Alfred Hospital, Melbourne, VIC, Australia.
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Lin TPH, Sen M, Gupta V, Agrawal R, Lanzetta P, Giannaccare G, Chan CKM, Agrawal K, Menia NK, Rojas-Carabali W, Arora A, Martinuzzi D, Taloni A, Rubinato L, Coco G, Sarao V, Veritti D, Chen L, Honavar SG, Lam DSC. Update on coronavirus disease 2019: Ophthalmic Manifestations and Adverse Reactions to Vaccination. Asia Pac J Ophthalmol (Phila) 2023; 12:512-536. [PMID: 38117598 DOI: 10.1097/apo.0000000000000647] [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: 09/19/2023] [Accepted: 10/12/2023] [Indexed: 12/22/2023] Open
Abstract
The coronavirus disease 2019 (COVID-19) pandemic caused by the severe acute respiratory syndrome coronavirus 2 was one of the most devastating public health issues in recent decades. The ophthalmology community is as concerned about the COVID-19 pandemic as the global public health community is, as COVID-19 was recognized to affect multiple organs in the human body, including the eyes, early in the course of the outbreak. Ophthalmic manifestations of COVID-19 are highly variable and could range from mild ocular surface abnormalities to potentially sight and life-threatening orbital and neuro-ophthalmic diseases. Furthermore, ophthalmic manifestations may also be the presenting or the only findings in COVID-19 infections. Meanwhile, global vaccination campaigns to attain herd immunity in different populations are the major strategy to mitigate the pandemic. As novel vaccinations against COVID-19 emerged, so were reports on adverse ophthalmic reactions potentially related to such. As the world enters a post-pandemic state where COVID-19 continues to exist and evolve as an endemic globally, the ophthalmology community ought to be aware of and keep abreast of the latest knowledge of ophthalmic associations with COVID-19 and its vaccinations. This review is a summary of the latest literature on the ophthalmic manifestations of COVID-19 and the adverse ophthalmic reactions related to its vaccinations.
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Affiliation(s)
- Timothy P H Lin
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China
- Hong Kong Eye Hospital, Hong Kong, China
| | - Mrittika Sen
- Ocular Oncology and Ophthalmic Plastic Surgery Services, Raghunath Netralaya, Mumbai, India
| | - Vishali Gupta
- Department of Ophthalmology, Advanced Eye Centre, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Rupesh Agrawal
- Lee Kong Chiang School of Medicine, Nanyang Technological University, Singapore
- Department of Ophthalmology, Tan Tock Seng Hospital, Singapore
- Moorfields Eye Hospital, NHS Foundation Trust, London, UK
- Singapore Eye Research Institute, The Academia, Singapore, Singapore
- Duke NUS Medical School, National University of Singapore, Singapore
| | - Paolo Lanzetta
- Department of Medicine-Ophthalmology, University of Udine, Udine, Italy
- Istituto Europeo di Microchirurgia Oculare, Udine, Italy
| | - Giuseppe Giannaccare
- Department of Surgical Sciences, Eye Clinic, University of Cagliari, Cagliari, Italy
| | - Carmen K M Chan
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China
- Hong Kong Eye Hospital, Hong Kong, China
| | - Kajal Agrawal
- Lee Kong Chiang School of Medicine, Nanyang Technological University, Singapore
| | - Nitin Kumar Menia
- All India Institute of Medical Sciences, Jammu, Jammu and Kashmir, India
| | - William Rojas-Carabali
- Lee Kong Chiang School of Medicine, Nanyang Technological University, Singapore
- Department of Ophthalmology, Tan Tock Seng Hospital, Singapore
| | - Atul Arora
- Department of Ophthalmology, Advanced Eye Centre, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | | | - Andrea Taloni
- University Magna Graecia of Catanzaro, Viale Europa, Catanzaro, Italy
| | - Leopoldo Rubinato
- Department of Medicine-Ophthalmology, University of Udine, Udine, Italy
| | - Giulia Coco
- Department of Clinical Science and Translational Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Valentina Sarao
- Department of Medicine-Ophthalmology, University of Udine, Udine, Italy
- Istituto Europeo di Microchirurgia Oculare, Udine, Italy
| | - Daniele Veritti
- Department of Medicine-Ophthalmology, University of Udine, Udine, Italy
| | - Lizhen Chen
- C-MER (Shenzhen) Dennis Lam Eye Hospital, Shenzhen, China
| | - Santosh G Honavar
- Ocular Oncology and Ophthalmic Plastic Surgery Services, Centre for Sight Eye Hospital, Hyderabad, India
| | - Dennis S C Lam
- The International Eye Research Institute of The Chinese University of Hong Kong (Shenzhen), Shenzhen, China
- The C-MER Dennis Lam and Partners Eye Center, C-MER International Eye Care Group, Hong Kong, China
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