Prevalence and Predictors of Diabetic Retinopathy in Saudi Arabia: Insights from a Systematic Review and Meta-Analysis
Abstract
:1. Introduction
2. Methods
2.1. Search Strategy and Selection Criteria
2.2. Inclusion and Exclusion Criteria
2.3. Study Selection
2.4. Data Collection
2.5. Quality Assessment
2.6. Statistical Analysis
3. Results
3.1. Article Screening and Selection
3.2. Characteristics of the Included Studies
3.3. Pooled Estimates of Diabetic Retinopathy Among the General Diabetic Population
3.4. Pooled Estimates of Diabetic Retinopathy Among Type 2 Diabetes Patients
3.5. Subgroup Analysis Across Healthcare Settings
3.6. Study Bias and Sensitivity Identification
3.7. Study-Level Quality Assessment
4. Discussion
4.1. Recommendations
4.2. Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- American Diabetes Association. Diagnosis and classification of diabetes mellitus. Diabetes Care 2014, 37 (Suppl. 1), S81–S90. [Google Scholar] [CrossRef] [PubMed]
- Magliano, D.J.; Boyko, E.J.; Committee IDA 10th Edition Scientific. IDF Diabetes Atlas; IDF: Brussels, Belgium, 2021; pp. 1–141. Available online: https://diabetesatlas.org/idfawp/resource-files/2021/07/IDF_Atlas_10th_Edition_2021.pdf (accessed on 16 November 2024).
- Mokdad, A.H.; Jaber, S.; Aziz, M.I.A.; AlBuhairan, F.; AlGhaithi, A.; AlHamad, N.M.; Al-Hooti, S.N.; Al-Jasari, A.; AlMazroa, M.A.; AlQasmi, A.M.; et al. The state of health in the Arab world, 1990–2010: An analysis of the burden of diseases, injuries, and risk factors. Lancet 2014, 383, 309–320. [Google Scholar] [CrossRef] [PubMed]
- Robert, A.; Al Dawish, M.; Braham, R.; Musallam, M.; Al Hayek, A.; Al Kahtany, N. Type 2 Diabetes Mellitus in Saudi Arabia: Major Challenges and Possible Solutions. Curr. Diabetes Rev. 2017, 13, 59–64. [Google Scholar] [CrossRef] [PubMed]
- Alotaibi, A.; Perry, L.; Gholizadeh, L.; Al-Ganmi, A. Incidence and prevalence rates of diabetes mellitus in Saudi Arabia: An overview. J. Epidemiol. Glob. Health 2017, 7, 211–218. [Google Scholar] [CrossRef] [PubMed]
- Cheung, N.; Mitchell, P.; Wong, T.Y. Diabetic retinopathy. Lancet 2010, 376, 124–136. [Google Scholar] [CrossRef]
- Antonetti, D.A.; Klein, R.; Gardner, T.W. Diabetic retinopathy. N. Engl. J. Med. 2012, 366, 1227–1239. [Google Scholar] [CrossRef]
- Wilkinson, C.; Ferris, F.L.; E Klein, R.; Lee, P.P.; Agardh, C.D.; Davis, M.; Dills, D.; Kampik, A.; Pararajasegaram, R.; Verdaguer, J.T. Proposed international clinical diabetic retinopathy and diabetic macular edema disease severity scales. Ophthalmology 2003, 110, 1677–1682. [Google Scholar] [CrossRef]
- Ding, J.; Wong, T.Y. Current epidemiology of diabetic retinopathy and diabetic macular edema. Curr. Diab Rep. 2012, 12, 346–354. [Google Scholar] [CrossRef]
- Yau, J.W.Y.; Rogers, S.L.; Kawasaki, R.; Lamoureux, E.L.; Kowalski, J.W.; Bek, T.; Chen, S.-J.; Dekker, J.M.; Fletcher, A.; Grauslund, J.; et al. Global prevalence and major risk factors of diabetic retinopathy. Diabetes Care 2012, 35, 556–564. [Google Scholar] [CrossRef]
- Al-Rubeaan, K.; Abu El-Asrar, A.M.; Youssef, A.M.; Subhani, S.N.; Ahmad, N.A.; Al-Sharqawi, A.H.; Alguwaihes, A.; Alotaibi, M.S.; Al-Ghamdi, A.; Ibrahim, H.M. Diabetic retinopathy and its risk factors in a society with a type 2 diabetes epidemic: A Saudi National Diabetes Registry-based study. Acta Ophthalmol. 2015, 93, e140–e147. [Google Scholar] [CrossRef]
- Khan, A.R.; Wiseberg, J.; Lateef, Z.A.A.; Khan, S.A. Prevalence and determinants of diabetic retinopathy in Al hasa region of saudi arabia: Primary health care centre based cross-sectional survey, 2007–2009. Middle East Afr. J. Ophthalmol. 2010, 17, 257. [Google Scholar] [CrossRef] [PubMed]
- Ting, D.S.W.; Cheung, G.C.M.; Wong, T.Y. Diabetic retinopathy: Global prevalence, major risk factors, screening practices and public health challenges: A review. Clin. Exp. Ophthalmol. 2016, 44, 260–277. [Google Scholar] [CrossRef] [PubMed]
- Scanlon, P.; Aldington, S.; Stratton, I. Epidemiological Issues in Diabetic Retinopathy. Middle East. Afr. J. Ophthalmol. 2013, 20, 293. [Google Scholar] [CrossRef] [PubMed]
- Hajar, S.; Al Hazmi, A.; Wasli, M.; Mousa, A.; Rabiu, M. Prevalence and causes of blindness and diabetic retinopathy in Southern Saudi Arabia. Saudi Med. J. 2015, 36, 449–455. [Google Scholar] [CrossRef]
- Ruta, L.M.; Magliano, D.J.; LeMesurier, R.; Taylor, H.R.; Zimmet, P.Z.; Shaw, J.E. Prevalence of diabetic retinopathy in Type 2 diabetes in developing and developed countries. Diabet. Med. 2013, 30, 387–398. [Google Scholar] [CrossRef]
- El-Hazmi, M.A.; Al-Swailem, A.R.; Warsy, A.S.; Al-Swailem, A.M.; Sulaimani, R.; Al-Meshari, A.A. Consanguinity among the Saudi Arabian population. J. Med. Genet. 1995, 32, 623–626. [Google Scholar] [CrossRef]
- Population Characteristics Surveys 2017|General Authority for Statistics. Available online: https://www.stats.gov.sa/en/5655 (accessed on 16 September 2024).
- Shamseer, L.; Moher, D.; Clarke, M.; Ghersi, D.; Liberati, A.; Petticrew, M.; Shekelle, P.; Stewart, L.A.; PRISMA-P Group. Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: Elaboration and explanation. BMJ 2015, 349, g7647. [Google Scholar] [CrossRef]
- Deeks, J.J.; Higgins, J.P.T. Statistical algorithms in Review Manager 5 on behalf of the Statistical Methods Group of The Cochrane Collaboration. Event 2010, 2010, 1–11. [Google Scholar] [CrossRef]
- Wells, G.A.; Shea, B.; O’Connell, D.; Peterson, J.; Welch, V.; Losos, M.; Tugwell, P. The Newcastle-Ottawa Scale (NOS) for Assessing the Quality of Nonrandomised Studies in Meta-Analyses. 2011. Available online: http://www.ohri.ca/programs/clinical_epidemiology/oxford.asp (accessed on 16 November 2024).
- MetaXL. Available online: https://www.epigear.com/index_files/metaxl.html (accessed on 23 August 2024).
- El-Bab, M.F.; Shawky, N.; Al-Sisi, A.; Akhtar, M. Retinopathy and risk factors in diabetic patients from Al-Madinah Al-Munawarah in the Kingdom of Saudi Arabia. Clin. Ophthalmol. 2012, 6, 269–276. [Google Scholar] [CrossRef]
- Yasir, Z.H.; Hassan, A.D.; Rajiv, K. Diabetic retinopathy (DR) among 40 years and older Saudi population with diabetes in Riyadh governorate, Saudi Arabia—A population based survey. Saudi J. Ophthalmol. 2019, 33, 363–368. [Google Scholar] [CrossRef]
- Khan, A.R.; Lateef, Z.N.A.A.; Fatima, S.; Al Yousuf, S.A.A.; Afghan, S.Z.K.; Al Marghani, S. Prevalence of chronic complication among type 2 diabetics attending primary health care centers of Al Ahsa district of Saudi Arabia: A cross sectional survey. Glob. J. Health Sci. 2014, 6, 245–253. [Google Scholar] [CrossRef] [PubMed]
- Al-Rubeaan, K.; Youssef, A.M.; Subhani, S.N.; Ahmad, N.A.; Al-Sharqawi, A.H.; Al-Mutlaq, H.M.; David, S.K.; AlNaqeb, D. Diabetic nephropathy and its risk factors in a society with a type 2 diabetes epidemic: A Saudi national diabetes registry-based study. PLoS ONE 2014, 9, e88956. [Google Scholar] [CrossRef] [PubMed]
- Alfadda, A.; Abdulrahman, K.A.B. Assessment of Diabetic Patients 13 Assessment of care for type 2 diabetic patients at the primary care clinics of a referral hospital. J. Fam. Community Med. 2006, 13, 13–18. [Google Scholar]
- Ageely, H. Long-term diabetes-related severe complications among individuals with T2DM in Jazan, Saudi Arabia. J. Acute Dis. 2019, 8, 72. [Google Scholar] [CrossRef]
- Ahmed, R.A.; Khalil, S.N.; Al-Qahtani, M.A.A. Diabetic retinopathy and the associated risk factors in diabetes type 2 patients in Abha, Saudi Arabia. J. Fam. Community Med. 2016, 23, 18–24. [Google Scholar] [CrossRef]
- Al-Otaibi, H.; Al-Otaibi, M.D.; Khandekar, R.; Souru, C.; Al-Abdullah, A.A.; Al-Dhibi, H.; Stone, D.U.; Kozak, I. Validity, usefulness and cost of RETeval system for diabetic retinopathy screening. Transl. Vis. Sci. Technol. 2017, 6, 3. [Google Scholar] [CrossRef]
- Al Ghamdi, A.H.; Rabiu, M.; Hajar, S.; Yorston, D.; Kuper, H.; Polack, S. Rapid assessment of avoidable blindness and diabetic retinopathy in Taif, Saudi Arabia. Br. J. Ophthalmol. 2012, 96, 1168–1172. [Google Scholar] [CrossRef]
- Alwakeel, J.S.; Sulimani, R.; Al-Asaad, H.; Al-Harbi, A.; Tarif, N.; Al-Suwaida, A.; Al-Mohaya, S.; Isnani, A.C.; Alam, A.; Hammada, D. Diabetes complications in 1952 type 2 diabetes mellitus patients managed in a single institution in Saudi Arabia. Ann. Saudi Med. 2008, 28, 260–266. [Google Scholar] [CrossRef]
- Paudyal, G.; Shrestha, M.K.; Meyer, J.J.; Thapa, R.; Gurung, R.; Ruit, S. Prevalence of diabetic retinopathy following a community screening for diabetes. Nepal. Med. Coll. J. 2008, 10, 160–163. [Google Scholar]
- Raman, R.; Rani, P.K.; Gnanamoorthy, P.; Sudhir, R.R.; Kumaramanikavel, G.; Sharma, T. Association of obesity with diabetic retinopathy: Sankara Nethralaya Diabetic Retinopathy Epidemiology and Molecular Genetics Study (SN-DREAMS Report no. 8). Acta Diabetol. 2010, 47, 209–215. [Google Scholar] [CrossRef]
- Xie, X.W.; Xu, L.; Wang, Y.X.; Jonas, J.B. Prevalence and associated factors of diabetic retinopathy. The Beijing Eye Study 2006. Graefes Arch. Clin. Exp. Ophthalmol. 2008, 246, 1519–1526. [Google Scholar] [CrossRef] [PubMed]
- Pokharel, S.M.; Badhu, B.P.; Sharma, S.; Maskey, R. Prevalence of and risk factors for diabetic retinopathy among the patients with diabetes mellitus in Dharan municipality, Nepal. J. Coll. Med. Sci.-Nepal 2015, 11, 17–21. [Google Scholar] [CrossRef]
- Kohner, E.M.; Aldington, S.J.; Stratton, I.M.; Manley, S.E.; Holman, R.R.; Matthews, D.R.; Turner, R.C. United Kingdom Prospective Diabetes Study, 30: Diabetic retinopathy at diagnosis of non-insulin-dependent diabetes mellitus and associated risk factors. Arch. Ophthalmol. 1998, 116, 297–303. [Google Scholar] [CrossRef] [PubMed]
- Mayer-Davis, E.J.; Davis, C.; Saadine, J.; D’agostino, R.B.; Dabelea, D.; Dolan, L.; Garg, S.; Lawrence, J.M.; Pihoker, C.; Rodriguez, B.L.; et al. Diabetic retinopathy in the SEARCH for Diabetes in Youth Cohort: A pilot study. Diabet. Med. 2012, 29, 1148–1152. [Google Scholar] [CrossRef] [PubMed]
- Heiran, A.; Azarchehry, S.P.; Dehghankhalili, S.; Afarid, M.; Shaabani, S.; Mirahmadizadeh, A. Prevalence of diabetic retinopathy in the Eastern Mediterranean Region: A systematic review and meta-analysis. J. Int. Med. Res. 2022, 50, 1–24. [Google Scholar] [CrossRef]
- Jingi, A.M.; Noubiap, J.J.N.; Ellong, A.; Bigna, J.J.R.; Mvogo, C.E. Epidemiology and treatment outcomes of diabetic retinopathy in a diabetic population from Cameroon. BMC Ophthalmol. 2014, 14, 19. [Google Scholar] [CrossRef]
- Narsaiah, C.; Manoj, P.; Raju, A.G. Study on Awareness and Assessment of Diabetic Retinopathy in Diabetic Patients Attending Ophthalmology Clinic at a Tertiary Care Hospital, Telangana State. J. Contemp. Med. Res. 2019, 6, 9–13. [Google Scholar] [CrossRef]
- Zhang, X.; Saaddine, J.B.; Chou, C.-F.; Cotch, M.F.; Cheng, Y.J.; Geiss, L.S.; Gregg, E.W.; Albright, A.L.; Klein, B.E.K.; Klein, R. Prevalence of diabetic retinopathy in the United States, 2005–2008. JAMA 2010, 304, 649–656. [Google Scholar] [CrossRef]
- Zhu, W.; Wu, Y.; Meng, Y.F.; Xing, Q.; Tao, J.J.; Lu, J. Association of obesity and risk of diabetic retinopathy in diabetes patients: A meta-analysis of prospective cohort studies. Medicine 2018, 97, e11807. [Google Scholar] [CrossRef]
Study Reference | Year | Population | Study Design | Sample Size | Diabetes Type | DR Cases | DR Prevalence (%) | NPDR Cases (%) | PDR Cases (%) | Median Age (Years) | Age Variation (Years) | Duration of Diabetes (Years) | Diabetes Control | BMI |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Alfadda et al. [27] | 2006 | Patients attending primary care clinics at KKUH over a 3-year period | Retrospective chart review | 99 | Type 2 | 25 | 25.3 | NA | NA | 57.0 | NA | 11.8 | 24.7% HbA1c ≤ 7.0 | Mean: 30.8 kg/m2 |
Alwakeel et al. [32] | 2008 | Type 2 diabetes patients at Security Forces Hospital, Riyadh | Retrospective review of medical records | 1952 | Type 2 | 326 | 16.7 | 11.4 | 5.3 | 58.4 | 14.2 | 10.4 ± 7.5 | NA | Mean: 29.89 kg/m2 |
Khan et al. [12] | 2010 | Patients from multiple clinics | Cross-sectional study | 473 | Types 1 and 2 | 142 | 30.0 | 27.7 | 2.3 | NA | NA | 8.6 ± 6.0 | 36.3% uncontrolled | Mean: 30.63 kg/m2 |
Al Ghamdi et al. [31] | 2012 | Patients aged 50+ in Taif, Saudi Arabia | Cross-sectional study | 612 | NA | 206 | 33.7 | 31.0 | 3.5 | 63.3 | NA | NA | NA | NA |
El-Bab et al. [23] | 2012 | Patients with diabetes from multiple hospitals | Cross-sectional study | 690 | Types 1 and 2 | 249 | 36.1 | 29.7 | 6.4 | 46.1 | 11.9 | 11.9 ± 7.9 | NA | NA |
Al-Rubeaan et al. [26] | 2014 | Patients from the Saudi National Diabetes Registry | Cross-sectional study | 50,464 | Type 2 | 9936 | 19.7 | 9.1 | 10.6 | 59.7 | 12.8 | 13.4 ± 8.2 | NA | NA |
Khan et al. [25] | 2014 | Patients from primary health centers in the Al Hasa region | Cross-sectional study | 506 | Type 2 | 90 | 17.8 | 18.3 | 1.4 | 57.4 | NA | 10.2 ± 6.0 | NA | Mean: 30.11 kg/m2 |
Ahmed et al. [29] | 2016 | Type 2 diabetes patients attending Abha Diabetic Center | Cross-sectional study | 401 | Type 2 | 146 | 36.4 | 32.2 | 4.2 | 54.6 | 12.3 | 13.4 ± 7.9 | Poor control: 42.4% | Mean: 31.14 kg/m2 |
Al-Otaibi et al. [30] | 2017 | Patients attending primary care clinics | Retrospective study | 400 | Types 1 and 2 | 279 | 69.8 | NA | NA | NA | NA | NA | NA | NA |
Yasir et al. [24] | 2019 | Patients attending diabetes clinics in Riyadh | Cross-sectional study | 395 | Types 1 and 2 | 133 | 33.7 | 39.7 | 5.0 | NA | NA | NA | NA | NA |
Ageely et al. [28] | 2019 | Patients attending Jazan Diabetes Centre | Cross-sectional study | 281 | Type 2 | 91 | 32.4 | NA | NA | NA | NA | NA | Mean HbA1c: 9.24 | Mean: 28.79 kg/m2 |
Study (Author, Year) | Selection (Max 4 Points) | Comparability (Max 2 Points) | Exposure/Outcome (Max 3 Points) | Total Score (Max 9 Points) | Quality Tier |
---|---|---|---|---|---|
Alfadda et al., 2006 [27] | 3 | 1 | 2 | 6 | Moderate |
Alwakeel et al., 2008 [32] | 4 | 2 | 3 | 9 | High |
Khan et al., 2010 [12] | 3 | 1 | 2 | 6 | Moderate |
Al Ghamdi et al., 2012 [31] | 4 | 1 | 2 | 7 | High |
El-Bab et al., 2012 [23] | 3 | 1 | 2 | 6 | Moderate |
Al-Rubeaan et al., 2014 [26] | 4 | 2 | 3 | 9 | High |
Khan et al., 2014 [25] | 3 | 1 | 2 | 6 | Moderate |
Ahmed et al., 2016 [29] | 4 | 2 | 3 | 9 | High |
Al-Otaibi et al., 2017 [30] | 3 | 1 | 2 | 6 | Moderate |
Yasir et al., 2019 [24] | 4 | 2 | 3 | 9 | High |
Ageely et al., 2019 [28] | 4 | 2 | 3 | 9 | High |
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Alshahrani, A.M.; Alshahrani, A.M.; Al-Boqami, B.A.H.; Alqahtani, A.A.; Alzahrani, B.; Bassi, Y.; Almohaimeed, M.Y.; Alalmaai, A.M.; Saraiva, A.; Alhumaidi, B.N.; et al. Prevalence and Predictors of Diabetic Retinopathy in Saudi Arabia: Insights from a Systematic Review and Meta-Analysis. Biomolecules 2024, 14, 1486. https://doi.org/10.3390/biom14121486
Alshahrani AM, Alshahrani AM, Al-Boqami BAH, Alqahtani AA, Alzahrani B, Bassi Y, Almohaimeed MY, Alalmaai AM, Saraiva A, Alhumaidi BN, et al. Prevalence and Predictors of Diabetic Retinopathy in Saudi Arabia: Insights from a Systematic Review and Meta-Analysis. Biomolecules. 2024; 14(12):1486. https://doi.org/10.3390/biom14121486
Chicago/Turabian StyleAlshahrani, Ali Mohammed, Alaa Mohammed Alshahrani, Beshayer Abdullah H. Al-Boqami, Alwaleed Abdulhadi Alqahtani, Bassam Alzahrani, Yousef Bassi, Mohammed Yousef Almohaimeed, Abeer Mohammed Alalmaai, Ariana Saraiva, Bandar Naffaa Alhumaidi, and et al. 2024. "Prevalence and Predictors of Diabetic Retinopathy in Saudi Arabia: Insights from a Systematic Review and Meta-Analysis" Biomolecules 14, no. 12: 1486. https://doi.org/10.3390/biom14121486
APA StyleAlshahrani, A. M., Alshahrani, A. M., Al-Boqami, B. A. H., Alqahtani, A. A., Alzahrani, B., Bassi, Y., Almohaimeed, M. Y., Alalmaai, A. M., Saraiva, A., Alhumaidi, B. N., Albaridi, N. A., Lima, M. J., Carrascosa, C., & Raposo, A. (2024). Prevalence and Predictors of Diabetic Retinopathy in Saudi Arabia: Insights from a Systematic Review and Meta-Analysis. Biomolecules, 14(12), 1486. https://doi.org/10.3390/biom14121486