Skip to main content
Top
Published in: Advances in Therapy 4/2016

Open Access 01-04-2016 | Original Research

Using Patient-Level Data to Develop Meaningful Cross-Trial Comparisons of Visual Impairment in Individuals with Diabetic Macular Edema

Authors: Sobha Sivaprasad, Stephane A. Regnier, Franck Fajnkuchen, Jonathan Wright, Alan R. Berger, Paul Mitchell, Michael Larsen

Published in: Advances in Therapy | Issue 4/2016

Login to get access

Abstract

Introduction

The aim of this study was to assess the impact of baseline characteristics on visual outcome of patients with diabetic macular edema and compare the results of clinical trials with different patient populations.

Methods

A model was created with patient-level data from the RESPOND/RESTORE trials to estimate the impact of baseline characteristics on increases in best-corrected visual acuity (BCVA) with anti-vascular endothelial growth factor therapies, measured by letters gained on the Early Treatment Diabetic Retinopathy Study scale from baseline to month 12. Mean BCVA gains with ranibizumab 0.5 mg pro re nata or laser photocoagulation monotherapy were predicted, assuming baseline characteristics equivalent to those in the VIVID-DME/VISTA-DME trials. These results were compared with the gain with aflibercept 2.0 mg every 8 weeks in VIVID-DME/VISTA-DME. Sensitivity analyses assessed outcome robustness.

Results

Baseline BCVA and central retinal thickness differed significantly between trials. In unadjusted data, patients in RESPOND/RESTORE receiving ranibizumab gained an additional 6.6 letters [95% confidence interval (CI): 4.5–8.7] compared with patients receiving laser monotherapy. After adjusting data to assume baseline characteristics equivalent to VIVID-DME/VISTA-DME, patients receiving ranibizumab were predicted to gain an additional 9.9 letters (95% CI: 7.3–12.4) compared with those receiving laser monotherapy. These results were similar (0.1-letter difference in favor of aflibercept; 95% CI: −2.9 to 3.2; P = 0.94) to the gain in BCVA in patients receiving aflibercept in VIVID-DME/VISTA-DME compared with those receiving laser monotherapy (10.0 letters, 95% CI: 8.3–11.7).

Conclusion

After adjusting for baseline characteristics, the difference in letters gained between patients receiving ranibizumab versus aflibercept was non-significant across trials, highlighting the importance of adjusting for baseline characteristics in future comparisons.

Funding

Novartis Pharma AG.
Appendix
Available only for authorised users
Literature
2.
go back to reference Ciulla TA, et al. Diabetic retinopathy and diabetic macular edema: pathophysiology, screening, and novel therapies. Diabetes Care. 2003;26:2653–64.CrossRefPubMed Ciulla TA, et al. Diabetic retinopathy and diabetic macular edema: pathophysiology, screening, and novel therapies. Diabetes Care. 2003;26:2653–64.CrossRefPubMed
3.
go back to reference Davidov E, et al. Diabetic retinopathy and health-related quality of life. Graefes Arch Clin Exp Ophthalmol. 2009;247:267–72.CrossRefPubMed Davidov E, et al. Diabetic retinopathy and health-related quality of life. Graefes Arch Clin Exp Ophthalmol. 2009;247:267–72.CrossRefPubMed
4.
go back to reference Matza LS, et al. The longitudinal link between visual acuity and health-related quality of life in patients with diabetic retinopathy. Health Qual Life Outcomes. 2008;6:95.CrossRefPubMedPubMedCentral Matza LS, et al. The longitudinal link between visual acuity and health-related quality of life in patients with diabetic retinopathy. Health Qual Life Outcomes. 2008;6:95.CrossRefPubMedPubMedCentral
6.
go back to reference Bandello F, et al. New approaches for the treatment of diabetic macular oedema: recommendations by an expert panel. Eye (Lond). 2012;26:485–93.CrossRef Bandello F, et al. New approaches for the treatment of diabetic macular oedema: recommendations by an expert panel. Eye (Lond). 2012;26:485–93.CrossRef
9.
go back to reference DRCR-Network, et al. Aflibercept, bevacizumab, or ranibizumab for diabetic macular edema. N Engl J Med. 2015;372:1193–203.CrossRef DRCR-Network, et al. Aflibercept, bevacizumab, or ranibizumab for diabetic macular edema. N Engl J Med. 2015;372:1193–203.CrossRef
11.
go back to reference Berger A, et al. Efficacy/safety of ranibizumab monotherapy or with laser versus laser monotherapy in DME. Can J Ophthalmol. 2015;50:209–16.CrossRefPubMed Berger A, et al. Efficacy/safety of ranibizumab monotherapy or with laser versus laser monotherapy in DME. Can J Ophthalmol. 2015;50:209–16.CrossRefPubMed
12.
go back to reference Mitchell P, et al. RESTORE: ranibizumab monotherapy or combined with laser versus laser monotherapy for diabetic macular edema. Ophthalmology. 2011;118:615–25.CrossRefPubMed Mitchell P, et al. RESTORE: ranibizumab monotherapy or combined with laser versus laser monotherapy for diabetic macular edema. Ophthalmology. 2011;118:615–25.CrossRefPubMed
13.
go back to reference Korobelnik JF, et al. Intravitreal aflibercept for diabetic macular edema. Ophthalmology. 2014;121:2247–54.CrossRefPubMed Korobelnik JF, et al. Intravitreal aflibercept for diabetic macular edema. Ophthalmology. 2014;121:2247–54.CrossRefPubMed
14.
go back to reference Jansen JP, Naci H. Is network meta-analysis as valid as standard pairwise meta-analysis? It all depends on the distribution of effect modifiers. BMC Med. 2013;11:159.CrossRefPubMedPubMedCentral Jansen JP, Naci H. Is network meta-analysis as valid as standard pairwise meta-analysis? It all depends on the distribution of effect modifiers. BMC Med. 2013;11:159.CrossRefPubMedPubMedCentral
15.
go back to reference Nixon R, et al. No evidence of disease activity: indirect comparisons of oral therapies for the treatment of relapsing-remitting multiple sclerosis. Adv Ther. 2014;31:1134–54.CrossRefPubMedPubMedCentral Nixon R, et al. No evidence of disease activity: indirect comparisons of oral therapies for the treatment of relapsing-remitting multiple sclerosis. Adv Ther. 2014;31:1134–54.CrossRefPubMedPubMedCentral
16.
go back to reference Bressler SB, et al. Factors associated with changes in visual acuity and central subfield thickness at 1 year after treatment for diabetic macular edema with ranibizumab. Arch Ophthalmol. 2012;130:1153–61.CrossRefPubMedPubMedCentral Bressler SB, et al. Factors associated with changes in visual acuity and central subfield thickness at 1 year after treatment for diabetic macular edema with ranibizumab. Arch Ophthalmol. 2012;130:1153–61.CrossRefPubMedPubMedCentral
17.
go back to reference Rayess N, et al. Baseline choroidal thickness as a predictor for response to anti-vascular endothelial growth factor therapy in diabetic macular edema. Am J Ophthalmol. 2015;159:85–91.CrossRefPubMed Rayess N, et al. Baseline choroidal thickness as a predictor for response to anti-vascular endothelial growth factor therapy in diabetic macular edema. Am J Ophthalmol. 2015;159:85–91.CrossRefPubMed
18.
go back to reference Bucher HC, et al. The results of direct and indirect treatment comparisons in meta-analysis of randomized controlled trials. J Clin Epidemiol. 1997;50:683–91.CrossRefPubMed Bucher HC, et al. The results of direct and indirect treatment comparisons in meta-analysis of randomized controlled trials. J Clin Epidemiol. 1997;50:683–91.CrossRefPubMed
19.
go back to reference Do DV. Using aflibercept to treat diabetic macular edema. Retina Today 2014;Apr:55–6. Do DV. Using aflibercept to treat diabetic macular edema. Retina Today 2014;Apr:55–6.
20.
go back to reference Bressler SB, et al. Reproducibility of spectral-domain optical coherence tomography retinal thickness measurements and conversion to equivalent time-domain metrics in diabetic macular edema. JAMA Ophthalmol. 2014;132:1113–22.CrossRefPubMedPubMedCentral Bressler SB, et al. Reproducibility of spectral-domain optical coherence tomography retinal thickness measurements and conversion to equivalent time-domain metrics in diabetic macular edema. JAMA Ophthalmol. 2014;132:1113–22.CrossRefPubMedPubMedCentral
21.
go back to reference Mathew R, et al. Agreement between time-domain and spectral-domain optical coherence tomography in the assessment of macular thickness in patients with idiopathic macular telangiectasia type 2. Ophthalmologica. 2013;230:144–50.CrossRefPubMed Mathew R, et al. Agreement between time-domain and spectral-domain optical coherence tomography in the assessment of macular thickness in patients with idiopathic macular telangiectasia type 2. Ophthalmologica. 2013;230:144–50.CrossRefPubMed
22.
go back to reference Ogura Y, et al. Effect of baseline central retinal thickness (CRT) and best corrected visual acuity (BCVA) on treatment outcomes with intravitreal aflibercept injection (IAI) or macular laser photocoagulation in diabetic macular edema (DME). Association for Research in Vision and Ophthalmology 2015; Poster Board Number: A0181. Ogura Y, et al. Effect of baseline central retinal thickness (CRT) and best corrected visual acuity (BCVA) on treatment outcomes with intravitreal aflibercept injection (IAI) or macular laser photocoagulation in diabetic macular edema (DME). Association for Research in Vision and Ophthalmology 2015; Poster Board Number: A0181.
23.
go back to reference Régnier S, et al. Efficacy of anti-VEGF and laser photocoagulation in the treatment of visual impairment due to diabetic macular edema: a systematic review and network meta-analysis. PLoS One 2014;9(7):e102309. Régnier S, et al. Efficacy of anti-VEGF and laser photocoagulation in the treatment of visual impairment due to diabetic macular edema: a systematic review and network meta-analysis. PLoS One 2014;9(7):e102309.
24.
go back to reference Korobelnik JF, et al. Systematic review and mixed treatment comparison of intravitreal aflibercept with other therapies for diabetic macular edema (DME). BMC Ophthalmol. 2015;15(15):52.CrossRefPubMedPubMedCentral Korobelnik JF, et al. Systematic review and mixed treatment comparison of intravitreal aflibercept with other therapies for diabetic macular edema (DME). BMC Ophthalmol. 2015;15(15):52.CrossRefPubMedPubMedCentral
Metadata
Title
Using Patient-Level Data to Develop Meaningful Cross-Trial Comparisons of Visual Impairment in Individuals with Diabetic Macular Edema
Authors
Sobha Sivaprasad
Stephane A. Regnier
Franck Fajnkuchen
Jonathan Wright
Alan R. Berger
Paul Mitchell
Michael Larsen
Publication date
01-04-2016
Publisher
Springer Healthcare
Published in
Advances in Therapy / Issue 4/2016
Print ISSN: 0741-238X
Electronic ISSN: 1865-8652
DOI
https://doi.org/10.1007/s12325-016-0310-0

Other articles of this Issue 4/2016

Advances in Therapy 4/2016 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine