
Evolving Clinical Practice: Insights Gained from Real-World Evidence
Authors: Robert P. Finger1, Taiji Sakamoto2, James Talks3, Vincent Daien4,5, Tien Wong6,7, Bora Eldem8, Paul Mitchell9,Jean-François Korobelnik10,11
1. - Department of Ophthalmology, University of Bonn, Bonn, Germany
2. - Department of Ophthalmology, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, and J-CREST, Japan
3. - Department of Ophthalmology, Royal Victoria Infirmary, Newcastle upon Tyne, United Kingdom
4. - Department of Ophthalmology, Gui De Chauliac Hospital, Montpellier, France
5. - The Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, NSW, Australia
6. - Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore
7.- Duke-NUS Medical School, Singapore, Singapore
8. - Faculty of Medicine, Ophthalmology Department, Hacettepe University, Ankara, Turkey
9. - Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, NSW, Australia
10. - CHU Bordeaux, Service d'ophtalmologie, Bordeaux France
11. - Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, team LEHA, UMR 1219, F-33000 Bordeaux, France
Disclosures:
R. P. Finger – Consulting/paid presentations for Bayer, Novartis, Roche/Genentech, Novelion, Opthea, Inositec, Santhera Alimera and Ellex; Research for Novartis, Zeiss, and CentreVue; T. Sakamoto – Alcon, Bayer, Novartis, Santen, Senju and Wakamoto; J. S. Talks – Advisory boards for Bayer; Novartis and Allergan; Research for Bayer, Novartis, Allergan and Roche; Travel sponsorships for Bayer and Novartis; V. Daien – Alcon, Bayer, Horus, Novartis and Thea; T. Y. Wong – Abbott, Allergan, Bayer, Novartis, Pfizer and Roche; B. M. Eldem – Consultant to Bayer, Novartis, Allergan and Investigator to Roche; P. Mitchell – Consultant for Bayer, Novartis, Allergan, Roche and Abbott; J.-F. Korobelnik – Alcon, Allergan, Bayer, Beaver Visitec, Horus, Krys, Kanghong, NanoRetina, Novartis, Roche, Thea and Zeiss
The authors have no commercial interests in relation to the article. Medical writing and editorial support for preparation of the article, under the guidance of the authors, was provided by ApotheCom, which was funded by Bayer Consumer Health.
Real-world evidence (RWE) is generated during routine clinical practice, outside the restricted environment of randomised controlled trials (RCTs). There is a growing focus on RWE, as it enables healthcare professionals, pharmaceutical companies and decision-makers to build on knowledge from RCTs. In this way, the influence of RWE on the management of retinal disease in clinical practice is growing rapidly, as it plays an increasingly important role in regulatory and clinical decision-making.
What is the difference between RWD and RWE?
As defined by the US Food and Drug Administration (FDA):1
How does RWE supplement RCT data?
RCTs provide evidence for the efficacy of a treatment based on testing in a selected population, under rigorous and tightly controlled conditions, over relatively short periods of time.2 By contrast, RWE is typically based on data from routine clinical practice and provides detail on the effectiveness, safety and utilisation of a treatment under real-world conditions, often with diverse patient populations.3-5
Both data from RCTs and real-world studies are important when evaluating new interventions, and each source provides data serving different purposes. Real-world studies complement findings from RCTs by examining interventions under conditions that closely reflect the heterogeneous patient populations, and less-standardised treatment protocols associated with clinical practice.3 This means RWE can often be better generalised to typical clinical practice than evidence from RCTs (Figure 1).
As well as generating effectiveness data, real-world studies are also able to generate information on other topics of interest. These may include variation in practice patterns, patient-related outcomes, such as quality of life, cost-benefit, and the influence of varied patient characteristics on outcomes. In this way, RWE can be used to help service provision improvement, and to support reimbursement and monitoring decisions.3
Sources of RWD
RWD can be collected prospectively for a specific research purpose (known as primary RWD), or retrospectively from a range of different sources that contain data collected for other purposes (known as secondary RWD), usually non-research related.3
The role of RWE in informing the management of retinal disease
In retinal disease, real-world studies evaluating the management of neovascular age-related macular degeneration (nAMD) have informed dosing strategies with anti-VEGFs in clinical practice.
- Both aflibercept and ranibizumab were initially approved for the treatment of nAMD in fixed dosing regimens following results from phase 3 RCTs (VIEW 1&2 for aflibercept, and MARINA and ANCHOR for ranibizumab)8-10
- Several subsequent real-world studies have reinforced the findings from these RCTs
- For example, the PERSEUS and RAINBOW studies evaluated the effectiveness of aflibercept treatment in treatment naïve patients with nAMD in routine clinical practice,11,12 with similar visual outcomes observed with regular aflibercept treatment to those in the VIEW RCTs, at Month 128
- However, other real-world studies have shown that visual outcomes achieved with anti-vascular endothelial growth factor (VEGF) in clinical practice sometimes differ from those derived from RCTs
- For example, the LUMINOUS study evaluated real-world ranibizumab use in treatment naïve patients with nAMD,13 with markedly lower changes in visual acuity observed over the first year of treatment, compared with those in the MARINA and ANCHOR RCTs9,10
- These disparities may be partially explained by anti-VEGF use in practice differing from the strict regimens used in RCTs, often in an attempt to reduce treatment burden associated with intravitreal injections.
- For example, 69–76% of patients in the PERSEUS, RAINBOW and LUMINOUS studies were not treated with regular fixed treatment
- In both PERSEUS and RAINBOW, regular treatment with aflibercept was associated with greater improvements in visual acuity, compared with an irregular treatment regimen11, 13 Similar observations were observed in the LUMINOUS study, in which patients who received fewer injections of ranibizumab experienced smaller gains in visual acuity than those who received more frequent injections14
- Collectively, these data suggest that despite the original anti-VEGF labels indicating regular fixed dosing, in practice, treatment was largely given following different, irregular protocols in these studies. In addition, these irregularities in dosing and treatment strategies in clinical practice are associated with worse outcomes than with regular dosing, supporting the need for regular proactive treatment
- Recently, further efforts have been made to optimise anti-VEGF dosing strategies in clinical practice to meet individual patients’ needs, optimise visual outcomes and reduce treatment burden. For example, there is a growing body of evidence from real-world studies, to support the use of treat-and-extend dosing of anti-VEGF agents as a way of optimising visual outcomes whilst minimising injection frequency.15-17 With treat-and-extend dosing, the interval between anti-VEGF injections is gradually extended until fluid recurs, or visual acuity falls. The patient is then injected more frequently than their maximal fluid-free interval to maintain vision, whilst minimising injection frequency.18
- RWE has also provided useful information regarding the time to reactivation of nAMD when anti-VEGF treatment is discontinued. For example, the analysis of large data sets in the FRB! Registry confirmed a high rate of disease reactivation over time after disease stability was achieved, and anti-VEGF treatment ceased.19 This was subsequently confirmed by other large observational studies.20 These and similar insights from RWE, which are not gained from RCTs, could inform future guideline recommendations for the management of retinal disease. These could include more specific recommendations on patient follow-up after treatment discontinuation, risk and management of systemic and ocular adverse events, and management of patients with higher baseline visual acuity than those in RCTs or bilateral disease.
Summary
RWE provides information on the effectiveness of a treatment under real-world conditions and is increasingly recognised as an important tool for informing clinical decision-making. In retinal disease, RWE is particularly important as it can help to continually assess real-world treatment regimens in order to improve patient outcomes and reduce treatment burden. For example, RWE has helped to guide treatment strategies in nAMD, with evidence suggesting that regular proactive treatment is most likely to sufficiently balance clinical outcomes and treatment burden for patients with nAMD.11-17
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