Keratoplasty Registries: Lessons Learned.
Hsiao-Sang ChuFung-Rong HuHsin-Yu LiuDivya SrikumaranPublished in: Cornea (2022)
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.
Keyphrases
- risk assessment
- healthcare
- primary care
- public health
- mental health
- big data
- genome wide
- double blind
- stem cells
- machine learning
- randomized controlled trial
- emergency department
- cell therapy
- current status
- data analysis
- electronic health record
- health information
- gene expression
- bone marrow
- climate change
- human immunodeficiency virus
- hiv infected
- adverse drug
- deep learning
- wound healing
- cataract surgery
- clinical practice