European Prevalence of Polypoidal Choroidal Vasculopathy: A Systematic Review, Meta-Analysis, and Forecasting Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Eligibility Criteria
2.3. Information Sources, Literature Search, and Study Selection
2.4. Data Collection Process and Risk of Bias of Individual Studies
2.5. Outcomes and Summary Measures, Synthesis of Results, and Risk of Bias across Studies
2.6. Prevalence Estimation and Forecasting Analysis
3. Results
3.1. Literature Search and Study Selection
3.2. Study and Population Characteristics
3.3. Results and Risk of Bias of Individual Studies
3.4. Synthesis of Results and Risk of Bias across Studies
3.5. Estimated Current and Future Number of Patients with PCV in Europe
4. Discussion
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Yannuzzi, L.A. Idiopathic polypoidal choroidal vasculopathy. In Proceedings of the Macula Society Meeting, Miami, FL, USA, 5 February 1982. [Google Scholar]
- Yannuzzi, L.A.; Sorenson, J.; Spaide, R.F.; Lipson, B. Idiopathic polypoidal choroidal vasculopathy (IPCV). Retina 1990, 10, 1–8. [Google Scholar] [CrossRef] [PubMed]
- Yannuzzi, L.A.; Wong, D.W.; Sforzolini, B.S.; Goldbaum, M.; Spaide, R.F.; Freund, K.B.; Slakter, J.S.; Guyer, D.R.; Sorenson, J.A.; Fisher, Y.; et al. Polypoidal choroidal vasculopathy and neovascularized age-related macular degeneration. Arch. Ophthalmol. 1999, 117, 1503–1510. [Google Scholar] [CrossRef] [PubMed]
- Yannuzzi, L.A.; Ciardella, A.; Spaide, R.F.; Rabb, M.; Freund, K.B.; Orlock, D.A. The expanding clinical spectrum of idiopathic polypoidal choroidal vasculopathy. Arch. Ophthalmol. 1997, 115, 478–485. [Google Scholar] [CrossRef]
- Iijima, H.; Imai, M.; Gohdo, T.; Tsukahara, S. Optical coherence tomography of idiopathic polypoidal choroidal vasculopathy. Am. J. Ophthalmol. 1999, 127, 301–305. [Google Scholar] [CrossRef]
- Dansingani, K.K.; Gal-Or, O.; Sadda, S.R.; Yannuzzi, L.A.; Freund, B.K. Understanding aneurysmal type 1 neovascularization (polypoidal choroidal vasculopathy): A lesson in the taxonomy of ‘expanded spectra’—A review. Clin. Exp. Ophthalmol. 2018, 46, 189–200. [Google Scholar] [CrossRef]
- van Dijk, E.H.C.; Mohabati, D.; Veselinovic, S.; Chung, W.H.; Dijkman, G.; Boon, C.J.F. The spectrum of polypoidal choroidal vasculopathy in Caucasians: Clinical characteristics and proposal of a classification. Graefe’s Arch. Clin. Exp. Ophthalmol. 2021, 259, 351–361. [Google Scholar] [CrossRef]
- Coscas, G.; Lupidi, M.; Coscas, F.; Benjelloun, F.; Zerbib, J.; Dirani, A.; Semoun, O.; Souied, E.H. Toward a specific classification of polypoidal choroidal vasculopathy: Idiopathic disease or subtype of age-related macular degeneration. Invest. Ophthalmol. Vis. Sci. 2015, 56, 3187–3195. [Google Scholar] [CrossRef]
- Koh, A.H.; Chen, L.J.; Chen, S.J.; Chen, Y.; Giridhar, A.; Iida, T.; Kim, H.; Lai, T.; Lee, W.K.; Li, X.; et al. Polypoidal choroidal vasculopathy: Evidence-based guidelines for clinical diagnosis and treatment. Retina 2013, 33, 686–716. [Google Scholar] [CrossRef]
- Lorentzen, T.D.; Subhi, Y.; Sørensen, T.L. Presenting characteristics and prevalence of polypoidal choroidal vasculopathy in Scandinavian patients with treatment-naïve exudative age-related macular degeneration. Acta Ophthalmol. 2018, 96, 475–480. [Google Scholar] [CrossRef]
- Cheung, C.M.; Yang, E.; Lee, W.K.; Lee, G.K.; Mathur, R.; Cheng, J.; Wong, D.; Wong, T.Y.; Lai, T.Y. The natural history of polypoidal choroidal vasculopathy: A multi-center series of untreated Asian patients. Graefe’s Arch. Clin. Exp. Ophthalmol. 2015, 253, 2075–2085. [Google Scholar] [CrossRef]
- Subhi, Y.; Sørensen, T.L. Valsalva-Related Subretinal Hemorrhage as a Presenting Symptom of Polypoidal Choroidal Vasculopathy. Case Rep. Ophthalmol. Med. 2017, 2017, 9650287. [Google Scholar] [CrossRef] [PubMed]
- Chung, W.H.; van Dijk, E.H.; Mohabati, D.; Dijkman, G.; Yzer, S.; de Jong, E.K.; Fauser, S.; Schlingemann, R.O.; Hoyng, C.B.; Boon, C.J. Neovascular age-related macular degeneration without drusen in the fellow eye: Clinical spectrum and therapeutic outcome. Clin. Ophthalmol. 2016, 11, 63–70. [Google Scholar] [CrossRef] [PubMed]
- Gharehbagh, S.S.; Subhi, Y.; Sørensen, T.L. Efficacy of aflibercept for polypoidal choroidal vasculopathy in Caucasians. Acta Ophthalmol. 2018, 96, e94–e95. [Google Scholar] [CrossRef]
- Koh, A.; Lee, W.K.; Chen, L.J.; Chen, S.J.; Hashad, Y.; Kim, H.; Lai, T.Y.; Pilz, S.; Ruamviboonsuk, P.; Tokaji, E.; et al. EVEREST study: Efficacy and safety of verteporfin photodynamic therapy in combination with ranibizumab or alone versus ranibizumab monotherapy in patients with symptomatic macular polypoidal choroidal vasculopathy. Retina 2012, 32, 1453–1464. [Google Scholar] [CrossRef] [PubMed]
- Lim, T.H.; Lai, T.Y.Y.; Takahashi, K.; Wong, T.Y.; Chen, L.J.; Ruamviboonsuk, P.; Tan, C.S.; Lee, W.K.; Cheung, C.M.G.; Ngah, N.F.; et al. Comparison of Ranibizumab With or Without Verteporfin Photodynamic Therapy for Polypoidal Choroidal Vasculopathy: The EVEREST II Randomized Clinical Trial. JAMA Ophthalmol. 2020, 138, 935–942. [Google Scholar] [CrossRef]
- Spaide, R.F.; Gemmy Cheung, C.M.; Matsumoto, H.; Kishi, S.; Boon, C.J.F.; van Dijk, E.H.C.; Mauget-Faysse, M.; Behar-Cohen, F.; Hartnett, M.E.; Sivaprasad, S.; et al. Venous overload choroidopathy: A hypothetical framework for central serous chorioretinopathy and allied disorders. Prog. Retin. Eye Res. 2022, 86, 100973. [Google Scholar] [CrossRef]
- Lee, K.; Park, J.H.; Park, Y.G.; Park, Y.H. Analysis of choroidal thickness and vascularity in patients with unilateral polypoidal choroidal vasculopathy. Graefe’s Arch. Clin. Exp. Ophthalmol. 2020, 258, 1157–1164. [Google Scholar] [CrossRef]
- Lorentzen, T.D.; Subhi, Y.; Sørensen, T.L. Prevalence of Polypoidal Choroidal Vasculopathy in White Patients with Exudative Age-Related Macular Degeneration: Systematic Review and Meta-Analysis. Retina 2018, 38, 2363–2371. [Google Scholar] [CrossRef]
- Subhi, Y.; Krogh Nielsen, M.; Molbech, C.R.; Oishi, A.; Singh, A.; Nissen, M.H.; Sørensen, T.L. Plasma markers of chronic low-grade inflammation in polypoidal choroidal vasculopathy and neovascular age-related macular degeneration. Acta Ophthalmol. 2019, 97, 99–106. [Google Scholar] [CrossRef]
- Subhi, Y.; Nielsen, M.K.; Molbech, C.R.; Oishi, A.; Singh, A.; Nissen, M.H.; Sørensen, T.L. T-cell differentiation and CD56+ levels in polypoidal choroidal vasculopathy and neovascular age-related macular degeneration. Aging 2017, 9, 2436–2452. [Google Scholar] [CrossRef]
- Yamashiro, K.; Hosoda, Y.; Miyake, M.; Ooto, S.; Tsujikawa, A. Characteristics of Pachychoroid Diseases and Age-Related Macular Degeneration: Multimodal Imaging and Genetic Backgrounds. J. Clin. Med. 2020, 9, 2034. [Google Scholar] [CrossRef] [PubMed]
- Wong, C.W.; Wong, T.Y.; Cheung, C.M. Polypoidal Choroidal Vasculopathy in Asians. J. Clin. Med. 2015, 4, 782–821. [Google Scholar] [CrossRef] [PubMed]
- van Dijk, E.H.C.; van Rijssen, T.J.; Subhi, Y.; Boon, C.J.F. Photodynamic Therapy for Chorioretinal Diseases: A Practical Approach. Ophthalmol. Ther. 2020, 9, 329–342. [Google Scholar] [CrossRef] [PubMed]
- Sirks, M.J.; van Dijk, E.H.C.; Rosenberg, N.; Hollak, C.E.M.; Aslanis, S.; Cheung, C.M.G.; Chowers, I.; Eandi, C.M.; Freund, K.B.; Holz, F.G. Clinical impact of the worldwide shortage of verteporfin (Visudyne®) on ophthalmic care. Acta Ophthalmol. 2022, in press. [Google Scholar] [CrossRef] [PubMed]
- Zeng, X.; Zhang, Y.; Kwong, J.S.; Zhang, C.; Li, S.; Sun, F.; Niu, Y.; Du, L. The methodological quality assessment tools for preclinical and clinical studies, systematic review and meta-analysis, and clinical practice guideline: A systematic review. J. Evid. Based Med. 2015, 8, 2–9. [Google Scholar] [CrossRef] [PubMed]
- Barendregt, J.J.; Doi, S.A.; Lee, Y.Y.; Norman, R.E.; Vos, T. Meta-analysis of prevalence. J. Epidemiol. Community Health 2013, 67, 974–978. [Google Scholar] [CrossRef] [PubMed]
- Higgins, J.P.; Thompson, S.G.; Deeks, J.J.; Altman, D.G. Measuring inconsistency in meta-analyses. BMJ 2003, 327, 557–560. [Google Scholar] [CrossRef]
- Egger, M.; Davey Smith, G.; Schneider, M.; Minder, C. Bias in meta-analysis detected by a simple, graphical test. BMJ 1997, 315, 629–634. [Google Scholar] [CrossRef]
- Li, J.Q.; Welchowski, T.; Schmid, M.; Mauschitz, M.M.; Holz, F.G.; Finger, R.P. Prevalence and incidence of age-related macular degeneration in Europe: A systematic review and meta-analysis. Br. J. Ophthalmol. 2020, 104, 1077–1084. [Google Scholar] [CrossRef]
- Ilginis, T.; Ottosen, S.; Harbo Bundsgaard, K.; Uggerhøj Andersen, C.; Vorum, H. Polypoidal choroidal vasculopathy in patients diagnosed with neovascular age-related macular degeneration in Denmark. Acta Ophthalmol. 2012, 90, e487–e488. [Google Scholar] [CrossRef]
- Ladas, I.D.; Rouvas, A.A.; Moschos, M.M.; Synodinos, E.E.; Karagiannis, D.A.; Koutsandrea, C.N. Polypoidal choroidal vasculopathy and exudative age-related macular degeneration in Greek population. Eye 2004, 18, 455–459. [Google Scholar] [CrossRef] [PubMed]
- Scassellati-Sforzolini, B.; Mariotti, C.; Bryan, R.; Yannuzzi, L.A.; Giuliani, M.; Giovannini, A. Polypoidal choroidal vasculopathy in Italy. Retina 2001, 21, 121–125. [Google Scholar] [CrossRef] [PubMed]
- Yadav, S.; Parry, D.G.; Beare, N.A.V.; Pearce, I.A. Polypoidal choroidal vasculopathy: A common type of neovascular age-related macular degeneration in Caucasians. Br. J. Ophthalmol. 2017, 101, 1377–1380. [Google Scholar] [CrossRef] [PubMed]
- Prokofyeva, E.; Zrenner, E. Epidemiology of major eye diseases leading to blindness in Europe: A literature review. Ophthalmic Res 2012, 47, 171–188. [Google Scholar] [CrossRef]
- Balaratnasingam, C.; Lee, W.K.; Koizumi, H.; Dansingani, K.; Inoue, M.; Freund, K.B. Polypoidal choroidal vasculopathy: A distinct disease or manifestation of many? Retina 2016, 36, 1–8. [Google Scholar] [CrossRef]
- Sedeh, F.B.; Scott, D.A.R.; Subhi, Y.; Sørensen, T.L. Prevalence of neovascular age-related macular degeneration and geographic atrophy in Denmark. Dan. Med. J. 2017, 64, A5422. [Google Scholar]
- Potapenko, I.; la Cour, M. Modelling and prognostication of growth in the number of patients treated for neovascular age-related macular degeneration. Acta Ophthalmol. 2021, 99, e1348–e1353. [Google Scholar] [CrossRef]
- Colijn, J.M.; Buitendijk, G.H.S.; Prokofyeva, E.; Alves, D.; Cachulo, M.L.; Khawaja, A.P.; Cougnard-Gregoire, A.; Merle, B.M.J.; Korb, C.; Erke, M.G.; et al. Prevalence of Age-Related Macular Degeneration in Europe: The Past and the Future. Ophthalmology 2017, 124, 1753–1763. [Google Scholar] [CrossRef]
Reference | Country | Study Design | Population Description | Clinical Examination Modalities |
---|---|---|---|---|
Ilginis et al., 2012 [31] | Denmark | Retrospective, cross-sectional, single-center | Consecutive patients with presumed classic CNV, occult CNV, or RAP referred to the clinic during a period of six months. Patients were excluded if aged <50 years, had inflammatory CNV, high myopia, or angioid streaks. | Fundus examination, FA, and ICGA |
Ladas et al., 2004 [32] | Greece | Retrospective, cross-sectional, single-center | Consecutive patients with initial diagnosis of exudative AMD during a period of two years. Patients were aged >50 years and excluded if pathological myopia, presumed ocular histoplasmosis syndrome, or CSC. | Fundus examination, FA, and ICGA |
Lorentzen et al., 2018 [10] | Denmark | Retrospective, cross-sectional, single-center | Consecutive patients referred for retinal diagnosis with presumed exudative AMD during a period of one year. Patients were excluded if not AMD or PCV, or if retinal angiography was not possible due to allergies. | Fundus examination, OCT, FA, and ICGA |
Scassellati-Sforzolini et al., 2001 [33] | Italy | Retrospective, cross-sectional, single-center | Consecutive patients with presumed exudative AMD within 2 months from the onset of visual symptoms. Patients were excluded if aged <50 years, previous laser photocoagulation, any other retinal or choroidal disease apart from AMD/PCV including pathological myopia, angioid streaks, CSC, inflammation, presumed ocular histoplasmosis, and punctate inner choroidopathy. | Fundus examination, FA, and ICGA |
Yadav et al., 2017 [34] | United Kingdom | Retrospective, cross-sectional, single-center | Consecutive patients with presumed neovascular AMD during a period of two years. | Fundus examination, OCT, FA, and ICGA |
Reference | PCV | Neovascular AMD | Total | ||||
---|---|---|---|---|---|---|---|
Clinical Definition | N | Age (Years) and Gender (Females) | Clinical Definition | N | Age (Years) and Gender (Females) | N | |
Ilginis et al., 2012 [31] | Described as classical findings on ICGA, without any specific description of these findings. | 7 | 77 ± 8 57% | N/A | 82 | 78 ± 7 68% | 89 |
Ladas et al., 2004 [32] | Presence of one or more polypoidal dilations in the inner choroid seen on ICGA as areas of early intense hyperfluorescence. | 22 | 73 ± 8 41% | N/A | 246 | 77 ± 7 49% | 268 |
Lorentzen et al., 2018 [10] | Presence of one or more polyps seen in early-phase ICGA with a hypofluorescent halo with or without branching vascular network. Other characteristics were not mandatory but used to support the diagnosis: orange-red focal subretinal polyp-like structures in fundoscopy and retinal OCT with protrusion from the choroid that elevates the RPE from the Bruch’s membrane. | 17 | 76 ± 8 65% | Presence of CNV membranes with occult CNV, classic CNV or RAP which present with serous detachment or intraretinal fluid. | 282 | 79 ± 8 66% | 299 |
Scassellati-Sforzolini et al., 2001 [33] | Presence of isolated or multiple polypoidal choroidal vasculopathy dilations with or without identifiable continuous branching choroidal vessels, all on ICGA seen as early intense hyperfluorescence. | 19 | 70 ± 8 59% | N/A | 175 | 73 ± 7 53% | 194 |
Yadav et al., 2017 [34] | Presence of early subretinal hyperfluorescent lesions on ICGA and other features including nodular appearance of polyps on stereo images, hyperfluorescent halo around the nodule, pulsatile filling of polyps, branching vascular network, and orange appearance of nodules on color imaging corresponding to the ICGA. | 45 | 75 ± 8 56% | N/A | 447 | 79 ± 6 N/A | 492 |
Reference | Defines Source | Eligibility Criteria | Time Period | Consecutive Recruitment | Quality Assurance | Explains Exclusions |
---|---|---|---|---|---|---|
Ilginis et al., 2012 [31] | Yes | Yes | Yes | Yes | Yes | Yes |
Ladas et al., 2004 [32] | Yes | Yes | Yes | Yes | Yes | No |
Lorentzen et al., 2018 [10] | Yes | Yes | Yes | Yes | Yes | Unclear |
Scassellati-Sforzolini et al., 2001 [33] | Yes | Yes | No | Yes | No | No |
Yadav et al., 2017 [34] | Yes | No | Yes | Yes | Yes | Unclear |
Reference | Prevalence | 95%CI | Study Weight |
---|---|---|---|
Ilginis et al., 2012 [31] | 7.9% | 3.0–14.5% | 6.7% |
Ladas et al., 2004 [32] | 8.2% | 5.2–11.8% | 20.0% |
Lorentzen et al., 2018 [10] | 5.7% | 3.3–8.6% | 22.3% |
Scassellati-Sforzolini et al., 2001 [33] | 9.8% | 6.0–14.4% | 14.5% |
Yadav et al., 2017 [34] | 9.1% | 6.7–11.9% | 36.6% |
Pooled summary estimate | 8.3% | 6.8–9.8% | |
Heterogeneity statistics | I2 = 0.2 | Cochran’s Q = 4.0 |
Country | Year | Total Increase until 2040, % | Increase per Year until 2040, % | ||||
---|---|---|---|---|---|---|---|
2022 | 2025 | 2030 | 2035 | 2040 | |||
Austria | 3538 | 3728 | 4021 | 4417 | 4874 | 37.8% | 1.8% |
Belgium | 4522 | 4773 | 5198 | 5667 | 6114 | 35.2% | 1.7% |
Bulgaria | 2797 | 2894 | 3019 | 3097 | 3157 | 12.9% | 0.7% |
Croatia | 1632 | 1688 | 1809 | 1930 | 2000 | 22.5% | 1.1% |
Cyprus | 302 | 333 | 378 | 417 | 449 | 48.8% | 2.2% |
Czech Republic | 4091 | 4399 | 4809 | 5005 | 5171 | 26.4% | 1.3% |
Denmark | 2354 | 2516 | 2719 | 2887 | 3057 | 29.9% | 1.5% |
Estonia | 535 | 559 | 596 | 633 | 666 | 24.5% | 1.2% |
Finland | 2398 | 2605 | 2854 | 3005 | 3076 | 28.3% | 1.4% |
France | 27,741 | 29,849 | 33,038 | 35,844 | 38,294 | 38.0% | 1.8% |
Germany | 37,086 | 37,910 | 40,232 | 43,202 | 46,791 | 26.2% | 1.3% |
Greece | 4874 | 5016 | 5251 | 5594 | 5915 | 21.4% | 1.1% |
Hungary | 3706 | 3859 | 4166 | 4395 | 4472 | 20.7% | 1.0% |
Iceland | 113 | 125 | 145 | 167 | 187 | 65.4% | 2.8% |
Ireland | 1556 | 1709 | 1962 | 2220 | 2493 | 60.2% | 2.7% |
Italy | 28,442 | 29,701 | 31,496 | 33,777 | 36,700 | 29.0% | 1.4% |
Latvia | 777 | 787 | 804 | 837 | 870 | 12.0% | 0.6% |
Liechtenstein | 15 | 16 | 19 | 21 | 24 | 63.2% | 2.8% |
Lithuania | 1124 | 1140 | 1183 | 1266 | 1355 | 20.6% | 1.0% |
Luxembourg | 199 | 216 | 246 | 283 | 324 | 62.4% | 2.7% |
Malta | 195 | 220 | 250 | 276 | 296 | 52.2% | 2.4% |
Netherlands | 6807 | 7405 | 8217 | 8970 | 9643 | 41.7% | 2.0% |
Norway | 1956 | 2126 | 2379 | 2628 | 2847 | 45.5% | 2.1% |
Poland | 13,229 | 14,338 | 16,231 | 17,867 | 18,534 | 40.1% | 1.9% |
Portugal | 4596 | 4789 | 5141 | 5496 | 5884 | 28.0% | 1.4% |
Romania | 7003 | 7227 | 7669 | 8244 | 8302 | 18.6% | 1.0% |
Slovakia | 1760 | 1903 | 2183 | 2405 | 2568 | 45.9% | 2.1% |
Slovenia | 839 | 888 | 992 | 1084 | 1157 | 37.9% | 1.8% |
Spain | 19,577 | 20,702 | 22,556 | 25,019 | 27,830 | 42.2% | 2.0% |
Sweden | 4280 | 4568 | 4902 | 5182 | 5456 | 27.5% | 1.4% |
Switzerland | 3401 | 3622 | 3982 | 4383 | 4832 | 42.1% | 2.0% |
United Kingdom | 25,960 | 27,555 | 29,623 | 31,778 | 34,180 | 31.7% | 1.5% |
Total | 217,404 | 229,165 | 248,073 | 267,995 | 287,517 | 32.3% | 1.6% |
95% CI | 178,114 to 256,694 | 187,750 to 270,581 | 203,240 to 292,905 | 219,562 to 316,428 | 235,556 to 339,478 | 8.3% to 56.2% | 0.4% to 2.5% |
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van Dijk, E.H.C.; Holtz, J.K.; Sirks, M.J.; Larsson, J.M.E.; Diederen, R.M.H.; Schlingemann, R.O.; Boon, C.J.F.; Subhi, Y. European Prevalence of Polypoidal Choroidal Vasculopathy: A Systematic Review, Meta-Analysis, and Forecasting Study. J. Clin. Med. 2022, 11, 4766. https://doi.org/10.3390/jcm11164766
van Dijk EHC, Holtz JK, Sirks MJ, Larsson JME, Diederen RMH, Schlingemann RO, Boon CJF, Subhi Y. European Prevalence of Polypoidal Choroidal Vasculopathy: A Systematic Review, Meta-Analysis, and Forecasting Study. Journal of Clinical Medicine. 2022; 11(16):4766. https://doi.org/10.3390/jcm11164766
Chicago/Turabian Stylevan Dijk, Elon H. C., Jeppe K. Holtz, Marc J. Sirks, Janni M. E. Larsson, Roselie M. H. Diederen, Reinier O. Schlingemann, Camiel J. F. Boon, and Yousif Subhi. 2022. "European Prevalence of Polypoidal Choroidal Vasculopathy: A Systematic Review, Meta-Analysis, and Forecasting Study" Journal of Clinical Medicine 11, no. 16: 4766. https://doi.org/10.3390/jcm11164766
APA Stylevan Dijk, E. H. C., Holtz, J. K., Sirks, M. J., Larsson, J. M. E., Diederen, R. M. H., Schlingemann, R. O., Boon, C. J. F., & Subhi, Y. (2022). European Prevalence of Polypoidal Choroidal Vasculopathy: A Systematic Review, Meta-Analysis, and Forecasting Study. Journal of Clinical Medicine, 11(16), 4766. https://doi.org/10.3390/jcm11164766