1
|
McKenna M, Chen T, McAneney H, Vázquez Membrillo MA, Jin L, Xiao W, Peto T, He M, Hogg R, Congdon N. Accuracy of trained rural ophthalmologists versus non-medical image graders in the diagnosis of diabetic retinopathy in rural China. Br J Ophthalmol 2018; 102:1471-1476. [PMID: 29973366 DOI: 10.1136/bjophthalmol-2018-312440] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Accepted: 06/11/2018] [Indexed: 01/19/2023]
Abstract
BACKGROUND/AIMS To determine the diagnostic accuracy of trained rural ophthalmologists and non-medical image graders in the assessment of diabetic retinopathy (DR) in rural China. METHODS Consecutive patients with diabetes mellitus were examined from January 2014 to December 2015 at 10 county-level facilities in rural Southern China. Trained rural ophthalmologists performed a complete eye examination, recording diagnoses using the UK National Diabetic Eye Screening Programme (NDESP) classification system. Two field, mydriatic, 45° digital photographs were made by nurses using NDESP protocols and graded by trained graders with no medical background using the NDESP system. A fellowship-trained retina specialist graded all images in masked fashion and served as reference standard. RESULTS Altogether, 375 participants (mean age 60±10 years, 48% men) were examined and 1277 images were graded. Grader sensitivity (0.82-0.94 (median 0.88)) and specificity (0.91-0.99 (median 0.98)), reached or exceeded NDESP standards (sensitivity 80%, specificity 95%) in all domains except specificity detecting any DR. Rural ophthalmologists' sensitivity was 0.65-0.95 (median 0.66) and specificity 0.59-0.95 (median 0.91). There was strong agreement between graders and the reference standard (kappa=0.84-0.87, p<0.001) and weak to moderate agreement between rural doctors and the reference (kappa=0.48-0.64, p<0.001). CONCLUSION This is the first study of diagnostic accuracy in DR grading among non-medical graders or ophthalmologists in low-income and middle-income countries. Non-medical graders can achieve high levels of accuracy, whereas accuracy of trained rural ophthalmologists is not optimal.
Collapse
Affiliation(s)
- Martha McKenna
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China.,Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Tingting Chen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China.,Ophthalmology Department, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Helen McAneney
- Centre for Public Health, Queen's University Belfast, Belfast, UK.,Northern Ireland Methodology Hub, Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Miguel Angel Vázquez Membrillo
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China.,Retina and Vitreous Department, Instituto Mexicano de Oftalmologia, Queretaro, Mexico
| | - Ling Jin
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Wei Xiao
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Tunde Peto
- Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Mingguang He
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China.,Centre for Eye Research Australia, University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria, Australia
| | - Ruth Hogg
- Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Nathan Congdon
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China .,Centre for Public Health, Queen's University Belfast, Belfast, UK.,Orbis International, New York City, New York , USA
| |
Collapse
|
2
|
Glasson NM, Crossland LJ, Larkins SL. An Innovative Australian Outreach Model of Diabetic Retinopathy Screening in Remote Communities. J Diabetes Res 2016; 2016:1267215. [PMID: 26798648 PMCID: PMC4698887 DOI: 10.1155/2016/1267215] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2015] [Revised: 08/21/2015] [Accepted: 09/06/2015] [Indexed: 11/17/2022] Open
Abstract
Background. Up to 98% of visual loss secondary to diabetic retinopathy (DR) can be prevented with early detection and treatment. Despite this, less than 50% of Australian and American diabetics receive appropriate screening. Diabetic patients living in rural and remote communities are further disadvantaged by limited access to ophthalmology services. Research Design and Methods. DR screening using a nonmydriatic fundal camera was performed as part of a multidisciplinary diabetes service already visiting remote communities. Images were onforwarded to a distant general practitioner who identified and graded retinopathy, with screen-positive patients referred to ophthalmology. This retrospective, descriptive study aims to compare the proportion of remote diabetic patients receiving appropriate DR screening prior to and following implementation of the service. Results. Of the 141 patients in 11 communities who underwent DR screening, 16.3% had received appropriate DR screening prior to the implementation of the service. In addition, 36.2% of patients had never been screened. Following the introduction of the service, 66.3% of patients underwent appropriate DR screening (p = 0.00025). Conclusion. This innovative model has greatly improved accessibility to DR screening in remote communities, thereby reducing preventable blindness. It provides a holistic, locally appropriate diabetes service and utilises existing infrastructure and health workforce more efficiently.
Collapse
Affiliation(s)
- Nicola M. Glasson
- College of Medicine and Dentistry, James Cook University, 1 James Cook Drive, Townsville City, QLD 4811, Australia
- *Nicola M. Glasson:
| | - Lisa J. Crossland
- Discipline of General Practice, University of Queensland, Level 8 Health Sciences Building, Royal Brisbane Hospital, Herston, QLD 4029, Australia
| | - Sarah L. Larkins
- College of Medicine and Dentistry, James Cook University, 1 James Cook Drive, Townsville City, QLD 4811, Australia
| |
Collapse
|