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Headline
Study found that compared with all current manual grading schemes, for the same sensitivity, a fully automated strategy, using the automated detection of patterns of photographic surrogate markers, achieves a higher specificity for detecting macular oedema (MO) in people with diabetes, especially if visual acuity is included in the automated strategy. Overall, costs to the health service are likely to increase if more sensitive referral strategies are adopted over more specific screening strategies for MO, for only very small gains in quality-adjusted life-years.
Abstract
Objectives:
To determine the best photographic surrogate markers for detecting sight-threatening macular oedema (MO) in people with diabetes attending UK national screening programmes.
Design:
A multicentre, prospective, observational cohort study of 3170 patients with photographic signs of diabetic retinopathy visible within the macular region [exudates within two disc diameters, microaneurysms/dot haemorrhages (M/DHs) and blot haemorrhages (BHs)] who were recruited from seven study centres.
Setting:
All patients were recruited and imaged at one of seven study centres in Aberdeen, Birmingham, Dundee, Dunfermline, Edinburgh, Liverpool and Oxford.
Participants:
Subjects with features of diabetic retinopathy visible within the macular region attending one of seven diabetic retinal screening programmes.
Interventions:
Alternative referral criteria for suspected MO based on photographic surrogate markers; an optical coherence tomographic examination in addition to the standard digital retinal photograph.
Main outcome measures:
(1) To determine the best method to detect sight-threatening MO in people with diabetes using photographic surrogate markers. (2) Sensitivity and specificity estimates to assess the costs and consequences of using alternative strategies. (3) Modelled long-term costs and quality-adjusted life-years (QALYs).
Results:
Prevalence of MO was strongly related to the presence of lesions and was roughly five times higher in subjects with exudates or BHs or more than two M/DHs within one disc diameter. Having worse visual acuity was associated with about a fivefold higher prevalence of MO. Current manual screening grading schemes that ignore visual acuity or the presence of M/DHs could be improved by taking these into account. Health service costs increase substantially with more sensitive/less specific strategies. A fully automated strategy, using the automated detection of patterns of photographic surrogate markers, is superior to all current manual grading schemes for detecting MO in people with diabetes. The addition of optical coherence tomography (OCT) to each strategy, prior to referral, results in a reduction in costs to the health service with no decrement in the number of MO cases detected.
Conclusions:
Compared with all current manual grading schemes, for the same sensitivity, a fully automated strategy, using the automated detection of patterns of photographic surrogate markers, achieves a higher specificity for detecting MO in people with diabetes, especially if visual acuity is included in the automated strategy. Overall, costs to the health service are likely to increase if more sensitive referral strategies are adopted over more specific screening strategies for MO, for only very small gains in QALYs. The addition of OCT to each screening strategy, prior to referral, results in a reduction in costs to the health service with no decrement in the number of MO cases detected.
Study registration:
This study has been registered as REC/IRAS 07/S0801/107, UKCRN ID 9063 and NIHR HTA 06/402/49.
Source of funding:
This project was funded by the NIHR Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 17, No. 51. See the HTA programme website for further project information.
Contents
- Scientific summary
- Chapter 1. Introduction
- Chapter 2. Study design and methods
- Chapter 3. Comparison of optical coherence tomography scanner thickness measurements
- Chapter 4. Characteristics of study data
- Chapter 5. Inferring the presence of macular oedema using retinal photographs
- Chapter 6. Health economic evaluation
- Chapter 7. Discussion
- Acknowledgements
- References
- Appendix 1 Techniques for measuring retinal thickness
- Appendix 2 Cost estimates for optical coherence tomography and slit-lamp examination within the screening programme
- Appendix 3 Demographics and statistical modelling – additional data
- Appendix 4 Protocol
- List of abbreviations
Article history
The research reported in this issue of the journal was funded by the HTA programme as project number 06/402/49. The contractual start date was in May 2008. The draft report began editorial review in March 2012 and was accepted for publication in September 2012. The authors have been wholly responsible for all data collection, analysis and interpretation, and for writing up their work. The HTA editors and publisher have tried to ensure the accuracy of the authors' report and would like to thank the reviewers for their constructive comments on the draft document. However, they do not accept liability for damages or losses arising from material published in this report.
Declared competing interests of authors
John Olson, Peter Sharp and Alan Fleming have received funding for their institution from Medalytix Ltd. Graham Leese is a consultant for Novo Nordisk Ltd, Novartis Pharmaceuticals UK Ltd, Sanofi-aventis and Eli Lilly and Company. Simon Harding is a consultant for Novartis Pharmaceuticals UK Ltd. Victor Chong is a consultant for Novartis Pharmaceuticals UK Ltd, Bayer, Allergan Ltd and IRIDEX Corporation. Ken Swa sits on the Novartis Pharmaceuticals UK Ltd Advisory Board (Scotland).
- NLM CatalogRelated NLM Catalog Entries
- Improving the cost-effectiveness of photographic screening for diabetic macular oedema: a prospective, multi-centre, UK study.[Br J Ophthalmol. 2014]Improving the cost-effectiveness of photographic screening for diabetic macular oedema: a prospective, multi-centre, UK study.Prescott G, Sharp P, Goatman K, Scotland G, Fleming A, Philip S, Staff R, Santiago C, Borooah S, Broadbent D, et al. Br J Ophthalmol. 2014 Aug; 98(8):1042-9. Epub 2014 Mar 28.
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- Review Optical coherence tomography (OCT) for detection of macular oedema in patients with diabetic retinopathy.[Cochrane Database Syst Rev. 2011]Review Optical coherence tomography (OCT) for detection of macular oedema in patients with diabetic retinopathy.Virgili G, Menchini F, Murro V, Peluso E, Rosa F, Casazza G. Cochrane Database Syst Rev. 2011 Jul 6; (7):CD008081. Epub 2011 Jul 6.
- Review Optical coherence tomography versus stereoscopic fundus photography or biomicroscopy for diagnosing diabetic macular edema: a systematic review.[Invest Ophthalmol Vis Sci. 2007]Review Optical coherence tomography versus stereoscopic fundus photography or biomicroscopy for diagnosing diabetic macular edema: a systematic review.Virgili G, Menchini F, Dimastrogiovanni AF, Rapizzi E, Menchini U, Bandello F, Chiodini RG. Invest Ophthalmol Vis Sci. 2007 Nov; 48(11):4963-73.
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