Prevalence, risk factors and burden of diabetic retinopathy in China: a systematic review and meta-analysis
- PMID: 29899983
- PMCID: PMC5997368
- DOI: 10.7189/jogh.08.010803
Prevalence, risk factors and burden of diabetic retinopathy in China: a systematic review and meta-analysis
Abstract
Background: Diabetic retinopathy (DR), the primary retinal vascular complication of diabetes mellitus (DM), is a leading cause of vision impairment and blindness in working-age population globally. Despite mounting concerns about the emergence of DM as a major public health problem in the largest developing country, China, much remains to be understood about the epidemiology of DR. We aimed to investigate the prevalence of and risk factors for DR, and estimate the burden of DR in China in 2010.
Methods: China National Knowledge Infrastructure (CNKI), Wanfang, Chinese Biomedicine Literature Database (CBM-SinoMed), PubMed, Embase and Medline were searched for studies that reported the prevalence of and risk factors for DR in Chinese population between 1990 and 2017. A random-effects meta-analysis model was adopted to pool the overall prevalence of DR. Variations in the prevalence of DR in different age groups, DM duration groups and settings were assessed by subgroup meta-analysis and meta-regression. Odds ratios (ORs) of major risk factors were pooled using random-effects meta-analysis. The number of people with DR in 2010 was estimated by multiplying the age-specific prevalence of DR in people with DM with the corresponding number of people with DM in China. Finally, the national number of people with DR was distributed into six geographic regions using a risk factor-based model.
Results: A total of 31 studies provided information on the prevalence of DR and 21 explored potential risk factors for DR. The pooled prevalence of any DR, nonproliferative DR (NPDR) and proliferative DR (PDR) was 1.14% (95% CI = 0.80-1.52), 0.90% (95% CI = 0.56-1.31) and 0.07% (95% CI = 0.02-0.14) in general population; In people with DM, the pooled prevalence rates were 18.45% (95% CI = 14.77-22.43), 15.06% (95% CI = 11.59-18.88) and 0.99% (95% CI = 0.40-1.80) for any DR, NPDR and PDR, respectively. The prevalence of any DR in DM patients peaked between 60 and 69 years of age, and increased steeply with the duration of DM. DM patients residing in rural China were at a higher risk to have DR than those in urban areas. In addition, insulin treatment, elevated FBG level and higher HbA1c concentration were confirmed to be associated with a higher prevalence of DR in people with DM, with meta-ORs of 1.99 (95% CI = 1.34-2.95), 1.33 (95% CI = 1.12-1.59) and 1.15 (95% CI = 1.09-1.20) respectively. In 2010, a total of 13.16 million (95% CI = 8.95-18.00) Chinese aged 45 years and above were living with DR, among whom the most were in South Central China and the least were in Northwest China.
Conclusions: DR has become a serious public health problem in China. Optimal screening of and interventions on DR should be implemented. Improved epidemiological studies on DR are still required.
Conflict of interest statement
Competing interests: IR is co-Editor-in-Chief of the Journal of Global Health. To ensure that any possible conflict of interest relevant to the journal has been addressed, this article was reviewed according to best practice guidelines of international editorial organisations. The author completed the Unified Competing Interest form at www.icmje.org/coi_disclosure.pdf (available on request from the corresponding author). The authors declare no competing interests.
Figures
Similar articles
-
National and subnational estimation of the prevalence of peripheral artery disease (PAD) in China: a systematic review and meta-analysis.J Glob Health. 2019 Jun;9(1):010601. doi: 10.7189/jogh.09.010601. J Glob Health. 2019. PMID: 30873278 Free PMC article.
-
National and subnational prevalence and burden of glaucoma in China: A systematic analysis.J Glob Health. 2017 Dec;7(2):020705. doi: 10.7189/jogh.07.020705. J Glob Health. 2017. PMID: 29302324 Free PMC article. Review.
-
The national and subnational prevalence of cataract and cataract blindness in China: a systematic review and meta-analysis.J Glob Health. 2018 Jun;8(1):010804. doi: 10.7189/jogh.08.010804. J Glob Health. 2018. PMID: 29977532 Free PMC article. Review.
-
Prevalence of diabetic retinopathy in mainland China: a meta-analysis.PLoS One. 2012;7(9):e45264. doi: 10.1371/journal.pone.0045264. Epub 2012 Sep 20. PLoS One. 2012. PMID: 23028893 Free PMC article.
-
Global Prevalence of Diabetic Retinopathy and Projection of Burden through 2045: Systematic Review and Meta-analysis.Ophthalmology. 2021 Nov;128(11):1580-1591. doi: 10.1016/j.ophtha.2021.04.027. Epub 2021 May 1. Ophthalmology. 2021. PMID: 33940045
Cited by
-
Explainable machine learning model for predicting the risk of significant liver fibrosis in patients with diabetic retinopathy.BMC Med Inform Decis Mak. 2024 Nov 11;24(1):332. doi: 10.1186/s12911-024-02749-z. BMC Med Inform Decis Mak. 2024. PMID: 39529110 Free PMC article.
-
Cardiovascular Risk Factors as Independent Predictors of Diabetic Retinopathy in Type II Diabetes Mellitus: The Development of a Predictive Model.Medicina (Kaunas). 2024 Oct 2;60(10):1617. doi: 10.3390/medicina60101617. Medicina (Kaunas). 2024. PMID: 39459404 Free PMC article.
-
The influence of insulin on diabetic retinopathy and retinal vessel parameters in diabetes.Diabetol Metab Syndr. 2024 Sep 30;16(1):237. doi: 10.1186/s13098-024-01476-9. Diabetol Metab Syndr. 2024. PMID: 39343944 Free PMC article.
-
Sex-based differences in the associations between abdominal obesity and diabetic retinopathy in diabetic patients with normal weight.Heliyon. 2024 Aug 22;10(17):e36683. doi: 10.1016/j.heliyon.2024.e36683. eCollection 2024 Sep 15. Heliyon. 2024. PMID: 39286106 Free PMC article.
-
Assessing the importance of risk factors for diabetic retinopathy in patients with type 2 diabetes mellitus: Results from the classification and regression tree models.J Family Community Med. 2024 Jul-Sep;31(3):197-205. doi: 10.4103/jfcm.jfcm_354_23. Epub 2024 Jul 17. J Family Community Med. 2024. PMID: 39176009 Free PMC article.
References
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical