Abstract
Aim:
To determine the percentage and stage of diabetic retinopathy at the first ophthalmological examination after the patient’s diagnosis with type 2 diabetes mellitus.
Methods:
A retrospective descriptive study was conducted at ‘Clinique du Levant’ hospital between 2006 and 2016. A total of 484 randomly selected patients were included. Data were collected and analyzed for selected variables (sex, age, sources of referral, and duration of diabetes).
Results:
In total, 119 (24.6%) patients had diabetic retinopathy. Among them, 43 had proliferative diabetic retinopathy (8.9%). About 16.7% of the included patients had macular edema, which was severe in 6.2%. The average age of patients was 62.1 years with an average of 8.3 years of diabetes. About 55% were men, while 45% were women. The patients with no referral source presented 8.9 years after the onset of diabetes, whereas patients referred by general practitioners and secondary medical professionals presented after 5.8 and 5 years, respectively (p < 0.05), but they represented only 23.2% of diabetics. Women presented earlier than men (7.3 versus 9.1 years; p = 0.012). About 82.6% were symptomatic, 44.1% had a visual impairment on Snellen charts that was severe in 11.2%. Also, 37.8% of the patients had a visually significant cataract. The duration of diabetes was the only dependent variable, p < 0.0001. The average age, sources of referral, and sex were not related to the severity of retinopathy.
Conclusion:
Diabetics with a more severe diabetic retinopathy are presenting late to the ophthalmology clinics. There is a need to promote outreach programs for people with diabetes for early detection of diabetic retinopathy in Lebanon.
Keywords: diabetes, Lebanon, macular edema, retinopathy
Introduction
Diabetic retinopathy (DR), an ocular complication of diabetes mellitus, is one of the major causes of avoidable blindness in both developing and developed countries.1 DR remains one of the main causes of moderate to severe visual impairment among the global population in 2015.2 Moreover, blindness and vision impairment attributable to DR increased between 1990 and 2015.2
Patients with diabetes and an undiagnosed retinopathy may remain asymptomatic until late stages are reached. Therefore, it is important for people with diabetes to undergo regular eye examination for early detection of DR. Importantly, once symptoms start to appear, the progression can be fast. However, treatment has proved to be beneficial in ameliorating symptoms and slowing down the rate of retinopathy progression.3
A pooled individual participant meta-analysis involving 35 studies conducted worldwide from 1980 to 2008 estimated the global prevalence of any DR and proliferative DR (PDR) among patients with diabetes to be 35.4% and 7.5%, respectively. Prevalence of any DR and PDR was higher in those with type 1 diabetes, compared with those with type 2 diabetes (77.3% versus 25.2% for any DR, 32.4% versus 3.0% for PDR).4
In the Lebanese population, the prevalence of diabetes reported in 2017 by the International Diabetes Federation was 14.6% in adults.5 DR was reported in 16.96% of patients with diabetes in 2000.5 In 2009, a higher prevalence was described in patients with type 2 diabetes mellitus (T2DM), and DR was found in 35% of them. Moreover, 26% of the patients had non-PDR (NPDR), while 9% of them had PDR.6
The duration of diabetes, poor glycemic control, diabetic nephropathy, hypercholesterolemia, anemia, puberty, and pregnancy are proven risk factors behind the increase in frequency and progression of retinopathy in patients suffering from diabetes. Also, the prevalence and severity of DR increase with age in type 1 diabetes but not in type 2.7–13
Although effective treatment is available, fewer patients than expected are being referred by their primary care physicians for screening, a matter which is contrary to the guidelines stated by the American Diabetes Association and the American Academy of Ophthalmology.14 In two community-based studies in the United States, 43% to 65% of participants had not received a dilated eye examination at the time of enrollment.15,16
In a survey done in 2014 among 2195 Lebanese adults aged over 25 years, the prevalence of T2DM was around 8.5%, 52.4% of them did not obtain the recommended yearly eye exam and retinopathy was one of the most common complications with a rate of 16.6%.17
For patients with T2DM, initial retinopathy screening should be done shortly after the diagnosis of diabetes is made,18,19 and earlier than 5 years in type 1 diabetes (under age 30).20 The United Kingdom has adopted ‘the English national screening program for sight threatening diabetic retinopathy.’21 After the wide adoption of this program, and for the first time in at least five decades, DR/maculopathy is no longer the leading cause of certifiable blindness among working age adults in England and Wales. It has in fact have been overtaken by inherited retinal disorders.22
In Lebanon, there is no official screening program for diabetes. Many patients present to the ophthalmology clinics with established retinopathy identified during their first funduscopic examination, years after their diagnosis with diabetes. All the studies done among the Lebanese population targeted the prevalence of DR in previously diagnosed patients, but none focused on their initial presentation.6,23
Hence, it is important to investigate the details of the first ophthalmological examination of patients diagnosed with diabetes.
This study aimed to determine their source of referral in order to, first of all, draw awareness of the medical professionals to the importance of early detection of retinopathy, and second, to highlight its significance.
Materials and methods
This is a retrospective and descriptive study of patients diagnosed with T2DM who attended the ophthalmology clinic at ‘Clinique du Levant’ hospital, Beirut, Lebanon, between 2006 and 2016. The ‘Clinique du Levant’ hospital board granted approval of the study in December 2016 (study number 75-2016) and ensured adherence to the guidelines of the Declaration of Helsinki.
Inclusion criteria were as follows: any patient undergoing the ophthalmological examination for the first time after being diagnosed with T2DM.
Exclusion criteria were as follows: patients with type 1 diabetes or diagnosed with diabetes at an age younger than 40, patients not undergoing a retinal examination, patients with previous congenital ocular disease, patients with any previous complicated ocular surgery, and non-Lebanese patients.
Note that non-Lebanese were excluded because they did not have health care access in Lebanon which may affect the results of the study by falsely increasing the percentage of DR.
The information collected from the patient’s medical files included the following: age, sex, past medical history, the purpose of the visit (asymptomatic screening versus symptomatic if they complain of a decrease in the visual acuity whether far or near vision, an inflammatory or an infectious etiology) and the sources of referral: (1) endocrinologist and primary health care professionals (HCPs) (general practitioners), (2) other HCPs (remaining medical specialists), and (3) patients with no identifiable referral source. Also, the best-corrected visual acuities were recorded and classified according to the revision of visual impairment definitions in the International Statistical Classification of Diseases.24 The patients included in the categories numbered 3, 4, 5, and 6 of visual impairment were joined under the name of legal blindness in order to highlight the number of blind patients presenting for their first ocular examination. In addition, the manifest and cycloplegic refractions, the intraocular pressure, and the anterior and posterior segment evaluations with dilated fundus examination (using noncontact 90D Volk slit lamp lens by trained physicians) were assembled. In cases of dense cataract, funduscopy was done during the first week post op. Refined refraction was achieved using trial lenses. Angiography and optical coherence tomography (OCT) were performed in selected cases following insufficient clinical examination or for further classification of the severity of retinopathy and macular edema or to guide treatment.
The patients diagnosed with DR were then classified into NPDR (mild, moderate, and severe) and PDR. Macular edema was also divided to mild, moderate, and severe according to the International Clinical Diabetic Retinopathy and Diabetic Macular Edema Disease Severity scales.25
We hypothesized that the percentage of retinopathy would be high and the patient’s presentation would be delayed compared with the international recommendations. The sources of referral, sex, duration of diabetes and age may be independent variables affecting this result.
Statistical analysis
The minimum sample size required to determine whether a correlation existed is 194 (α: 0.05, β: 0.2, correlation coefficient: 0.2). For descriptive statistics, continuous variable (age) was presented as mean and standard deviation, and categorical variables (purpose of the visit, retinopathy scale, visual impairment) were presented as proportions. To explore the relationships between different variables, chi-square test was used for categorical variables (sources of referral, sex); independent t-test and analysis of variance (ANOVA) were used for continuous variables (diabetes duration, age). The p value was considered significant if less than 0.05 and no adjustment for multiple comparisons was made. All data were analyzed using SPSS version 23.0 (SPSS, Inc., Chicago, IL, USA). Finally, multivariable analysis was done to show the adjusted association of variables with DR.
Results
A total of 484 patients, 55% men and 45% women, were included in the study. The average age at the first ophthalmological visit after diagnosis with diabetes was 62.1 years with no difference between sex (p = 0.23, confidence interval (CI): [−3.97; −0.09]) (Table 1).
Table 1.
Diabetic patients |
Age |
|||
---|---|---|---|---|
N | % | Mean | SD | |
Gender | ||||
Male | 266 | 55 | 61.1 | 11.2 |
Female | 218 | 45 | 63.2 | 10.2 |
Total | 484 | 100 | 62.1 | 10.8 |
Purpose of the visit | ||||
Symptomatic | 400 | 82.6 | ||
Screening | 84 | 17.4 |
N, number of patients; SD, standard deviation.
About 82.6% of the patients were symptomatic at presentation. Among them, 59.6% were complaining of decrease in their far vision, 14% were complaining of a decrease in their near vision, and 9% had other complaints (red eye, vertigo, diplopia, phosphene). Only 17.4% were asymptomatic at presentation and presented for screening after they were diagnosed with diabetes (Table 2).
Table 2.
Purpose of the visit | N | % |
---|---|---|
Decrease in visual acuity | 288 | 59.6 |
Screening | 84 | 17.4 |
Presbiopia | 69 | 14 |
Others | 43 | 9 |
N, number of patients.
About 23.2% of the patients were referred by an HCP (5% by endocrinologists and general practitioners versus 18.2% by other HCP).
Patients presented for ophthalmological exam with an average of 8.3 years after their diagnosis with diabetes. The patients referred by HCP presented after 5 years of diagnosis of diabetes, while those with no identifiable referral source presented 8.9 years after diagnosis of diabetes (p = 0.013). Mann–Whitney test showed that the difference in diabetes duration at presentation between the subcategories is significant (p = 0.02 comparing the patients referred by ‘other HCP’ and those with ‘no identifiable source’) (p = 0.04 comparing the patients referred by endocrinologists and those with no identifiable source of referral). The average time before the first examination of a female patient was 7.3 years, while it was 9.1 years in a male patient (p = 0.012) (Table 3).
Table 3.
Patients |
Diabetes duration |
Group differences |
||||||
---|---|---|---|---|---|---|---|---|
N | % | Mean | Median | SD | Group variable | p value | ||
Sources of referral | Endocrinologist/PHCP | 24 | 5 | 5.8 | 3.5 | 5.5 | versus Other HCPa | 0.395 |
Other HCP | 88 | 18.2 | 5 | 5.7 | 8.9 | versus No identifiable sources of referrala | 0.02 | |
No identifiable sources of referral | 372 | 76.9 | 8.9 | 7 | 7.5 | versus Endocrinologist/PHCPa | 0.04 | |
Total | 484 | 100 | 8.3 | 6 | 7.1 | Chi-squareb | 0.013 | |
Gender | Male | 266 | 55 | 9.1 | 8 | 11.24 | versus Diabetes durationa | 0.012 |
Female | 218 | 45 | 7.3 | 5 | 10.23 |
HCP, health care professional; N, number of patients; PHCP, primary health care professional; SD, standard deviation.
Mann–Whitney test.
Kruskal–Wallis test, chi-square value: 8.7.
Visual acuity decreased in 44.1% of the patients, and 11.2% had a visual acuity less than 20/200 (0.1) (Table 4). Of the 484 patients, 183 (37.8%) had a cataract (grade higher than 1); 11 (2.2%) had corneal, conjunctival, or eyelid disease (keratitis, conjunctivitis, blepharitis, etc.); and 1 patient had lens subluxation. Further investigations were performed on 91 patients. Among them, 39 had angiography, 14 had OCT, and 38 had angiography and OCT.
Table 4.
Visual impairment | Visual acuity | N | % |
---|---|---|---|
No visual impairment | 20/20→20/40 | 271 | 55.9 |
Mild visual impairment (c.1) | <20/40→20/60 | 71 | 14.7 |
Moderate visual impairment (c.2) | <20/60→20/200 | 88 | 18.2 |
Legal blindness (c.3, 4, 5, 6) | <20/20→0LP | 54 | 11.2 |
Total | 484 | 100.0 |
C, categories of severity of visual impairment in the International Statistical Classification of Diseases; LP, light perception; N, number of patients.
About 24.6% of the patients (119 patients) met the criteria for DR during their first funduscopic examination and proliferative retinopathy was the most common at presentation (n = 43, 8.9%). On the other hand, 16.7% of these patients had macular edema which was severe (>500 µm) in 6.2%. In 18 patients, edema could not be assessed mostly due to intravitreous hemorrhage (Table 5).
Table 5.
N | % | ||
---|---|---|---|
Diabetic retinopathy severity scale | No apparent retinopathy | 365 | 75.4 |
Mild NPDR | 30 | 6.2 | |
Moderate NPDR | 32 | 6.6 | |
Severe NPDR | 14 | 2.9 | |
PDR | 43 | 8.9 | |
Total | 484 | 100 | |
Macular edema status | Absent | 385 | 79.5 |
Mild | 18 | 3.7 | |
Moderate | 33 | 6.8 | |
Severe | 30 | 6.2 | |
Not available | 18 | 3.7 | |
Total | 484 | 100 |
N, number of patients; NPDR, nonproliferative diabetic retinopathy; PDR, proliferative diabetic retinopathy.
Data analysis revealed no positive correlation comparing the sources of referral and sex with the retinopathy severity using chi-square test. In addition, no statistically significant difference was found between the mean age at presentation and the retinopathy severity (p = 0.505) and macular edema status (p = 0.449) using ANOVA test (Table 6).
Table 6.
Severity scale | Mean age | Sources of referral |
Gender |
Duration | |||
---|---|---|---|---|---|---|---|
Endocrinologist/PHCP | Other health care professionals | No identifiable referral source | Male | Female | |||
No apparent Retinopathy | 61.91 | 21 | 68 | 276 | 192 | 173 | 6.7 |
Mild NPDR | 64.53 | 0 | 6 | 24 | 18 | 12 | 16.2 |
Moderate NPDR | 63.91 | 1 | 6 | 25 | 18 | 14 | 11.6 |
Severe NPDR | 62.29 | 0 | 4 | 10 | 8 | 6 | 11 |
PDR | 60.1 | 2 | 4 | 37 | 30 | 13 | 13.2 |
p value | 0.505 a | 0.612 b | 0.289 b | 0.0001 a | |||
Absence of macular edema | 62.03 | 21 | 72 | 292 | 203 | 182 | 7.3 |
Mild or moderate macular edema | 63.75 | 1 | 8 | 42 | 33 | 18 | 12.3 |
Severe macular edema | 60.8 | 1 | 4 | 25 | 20 | 10 | 12.7 |
p value | 0.449 a | 0.679 b | 0.111 b | 0.0001 a |
NPDR, nonproliferative diabetic retinopathy; PDR, proliferative diabetic retinopathy; PHCP, primary health care professionals.
p value significant <0.05.
ANOVA test.
Chi-square tests. The bold numbers represent the p-value of the statistical tests performed on the variables cited above them.
On the other hand, the severity of the retinopathy had a positive correlation with the diabetes duration (p = 0.0001 using ANOVA test); multiple comparisons using Bonferroni test showed that the difference in average diabetes duration was significantly higher in the subcategory of patients with mild NPDR, moderate NPDR, and PDR, as compared with the patients with no apparent retinopathy. This difference was 6.7 years in the nonretinopathy group versus 16.2 years in mild NPDR (p = 0.0001, CI [−12.9; −5.91]), versus 11.6 years in moderate NPDR (p = 0.001, CI [−8.3; −1.4]), versus 13.2 years in PDR (p = 0.0001, CI [−9.4; −3.4]).
The macular edema status was also dependent on the duration of diabetes (p = 0.0001 using ANOVA test); multiple comparisons using Bonferroni test showed that the difference was high when comparing the duration of diabetes in patients with absence of macular edema (7.3 years) with the duration in patients with mild/moderate macular edema (12.3 years) (p = 0.0001, CI [−7.4; −2.5]), and severe macular edema (12.7 years) (p = 0.0001, CI [−8.5; −2.2]). But, no statistically significant difference in duration was found while comparing mild/moderate versus severe macular edema (p = 1).
Discussion
To the best of our knowledge, the abovementioned results would be the first of its kind to reflect the Lebanese population concerning the percentage of DR and its severity at the first ophthalmological examination in patients diagnosed to have T2DM.
According to the latest T2DM retinopathy screening recommendations, patients should be screened for retinopathy directly after diagnosis with diabetes.18,19 Even though the patients referred by the endocrinologist and HCPs presented earlier, they represent only the quarter of the total patients recruited. The delay in examination of the majority of the patents may be explained by noncompliance to the physicians’ recommendations, the absence of a medical advisor, or the lack of knowledge concerning the screening and complications of DR. As a consequence, the mean age of presentation for examination was 8 years late. An interesting finding is that women tend to present 1.8 years earlier than men.
According to the obtained results, the number of newly diagnosed cases of DR was elevated. Even though these numbers do not represent the overall prevalence of DR because we eliminated the previously known diabetics, and they are indeed high compared with the findings reported in 2014, stating that the prevalence of DR was 16.6% in the Lebanese population.17 But our results were lower than those reported in 2009 revealing a DR prevalence of 35%, 9% of the diabetic patients had PDR, and 8% a clinically significant macular edema.6 In a meta-analysis, the global prevalence of retinopathy in newly diagnosed T2DM patients was 10.5% (6–16%).26 Hence, the delay in the presentation for examination may be an associating factor leading to the development of higher rates of retinopathy in the Lebanese population at their first examination compared with the worldwide prevalence.
The majority of the patients were symptomatic at presentation and their most common complaint was a decrease in the far vision. These low acuities were explained partially by the high number of cataracts reported during the slit lamp examination.
The age, the sources of referral, and the sex differences were not related to the various degrees of retinopathy and macular edema. The duration of diabetes was the only dependent factor. Only mild, moderate NPDR, and PDR had this duration significantly higher than the patients without retinopathy. Duration was also higher in patients with any degree of macular edema compared with patients without edema. These observations were expected because of the natural progression of the complications in diabetics.
This study proves that patients are not receiving the appropriate funduscopic examination at the time of their diagnosis with T2DM and they are presenting late to the ophthalmologists with a decrease in their visual acuity due to cataract and to the more advanced stages of retinopathy and macular edema.
We can assume that the real numbers of retinopathy could be even higher due to two limitations of this study. First, this study was conducted in one hospital in Beirut and it may not include the subpopulation of patients living in rural areas with lower socio-economic status, with no access to medical systems and who will probably have a higher degree of retinopathy. Second, even though indirect ophthalmoscopy is a sensitive and specific screening tool, most experienced ophthalmologists may miss mild degrees of retinopathy and mild macular edema that may only be revealed on angiography and OCT. But, until now, these are not recommended as screening tools due to their high cost.
Two possible interventions may promote earlier presentation of patients and reduce complications from DR: first, increasing the awareness of physicians, from different medical specialties to the importance of an ophthalmological consultation in patients with diabetes, and second, adopting a national program for diabetes awareness to prevent and control the complications of diabetes. More studies are necessary to determine the applicability of the DR screening guidelines and its effect in preventing the complications of retinopathy with minimal cost among the Lebanese population.
In conclusion, patients diagnosed with T2DM in Lebanon have a delay in their first ophthalmological examination. This delay was found to be reason for the high number of diagnosed retinopathy. There is a need to promote outreach programs for people with diabetes for early detection of retinopathy.
Acknowledgments
W.C. conceived of the study. W.H., N.C., G.H., A.K., and MH had substantial contributions to the conception and design of the work, with acquisition, analysis, and interpretation of the data. W.H., N.C., G.H., A.K., M.H., and W.C. contributed to the drafting of the work and revising it critically for important intellectual content and they approved the final version to be published and agreed to be accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the wok are appropriately investigated and resolved. No additional persons other than the authors contributed to the planning, conduct, and reporting of the work described in the article.
Footnotes
Funding: The author(s) received no financial support for the research, authorship, and/or publication of this article.
Conflict of interest statement: The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Contributor Information
Walid Harb, Ophthalmology Department, Clinique du Levant, Beirut, Lebanon Ophthalmology Department, Notre Dame du Liban Hospital, Jounie, Lebanon.
Georges Harb, Ophthalmology Department, Notre Dame du Liban Hospital, Jounie, Lebanon.
Nabil Chamoun, Ophthalmology Department, Clinique du Levant, Beirut, Lebanon.
Anthony Kanbar, Ophthalmology Department, Notre Dame du Liban Hospital, Jounie, Lebanon.
Marc Harb, Ophthalmology Department, Notre Dame du Liban Hospital, Jounie, Lebanon.
Wassef Chanbour, Ophthalmology Department, Clinique du Levant, Beirut, Lebanon Beirut Eye & ENT Specialist Hospital, Beirut, Lebanon.
References
- 1. Gupta A, Singh R, Ramasamy K, et al. Diabetic retinopathy: an update. Indian J Ophthalmol 2008; 56: 179–188. [PMC free article] [PubMed] [Google Scholar]
- 2. Flaxman S, Bourne R, Resnikoff S, et al. Global causes of blindness and distance vision impairment 1990–2020: a systematic review and meta-analysis. Lancet Glob Health 2017; 5: e1221–e1234. [DOI] [PubMed] [Google Scholar]
- 3. Mohan V, Rajalakshmi R, Prathiba V. Does tight control of systemic factors help in the management of diabetic retinopathy? Indian J Ophthalmol 2016; 64: 62–68. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Yau J, Rogers S, Kawasaki R, et al. Global prevalence and major risk factors of diabetic retinopathy. Diabetes Care 2012; 35: 556–564. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5. International Diabetes Federation, https://www.idf.org/our-network/regions-members/middle-east-and-north-africa/members/39-lebanon.html (2017, accessed 30 July 2018) [DOI] [PubMed]
- 6. Salti HI, Nasrallah MP, Taleb NM, et al. Prevalence and determinants of retinopathy in a cohort of Lebanese type II diabetic patients. Can J Ophthalmol 2009; 44: 308–313. [DOI] [PubMed] [Google Scholar]
- 7. Lima V, Cavalieri G, Lima M, et al. Risk factors for diabetic retinopathy: a case–control study. Int J Retina Vitreous 2016; 2: 21. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. Wong T, Mitchell P. The eye in hypertension. Lancet 2007; 369: 425–435. [DOI] [PubMed] [Google Scholar]
- 9. Jeng C-J, Hsieh Y-T, Yang C-M, et al. Diabetic retinopathy in patients with diabetic nephropathy: development and progression. PLoS ONE 2016; 11: e0161897. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10. Chung Y, Park S, Choi S, et al. Association of statin use and hypertriglyceridemia with diabetic macular edema in patients with type 2 diabetes and diabetic retinopathy. Cardiovasc Diabetol 2017; 16: 4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Davis MD, Fisher MR, Gangnon RE, et al. Risk factors for high-risk proliferative diabetic retinopathy and severe visual loss: Early Treatment Diabetic Retinopathy Study Report #18. Invest Ophthalmol Vis Sci 1998; 39: 233–252. [PubMed] [Google Scholar]
- 12. Harjutsalo V, Maric-Bilkan C, Forsblom C, et al. Age at menarche and the risk of diabetic microvascular complications in patients with type 1 diabetes. Diabetologia 2015; 59: 472–480. [DOI] [PubMed] [Google Scholar]
- 13. Toda J, Kato S, Sanaka M, et al. The effect of pregnancy on the progression of diabetic retinopathy. Jpn J Ophthalmol 2016; 60: 454–458. [DOI] [PubMed] [Google Scholar]
- 14. Kraft SK, Marrero DG, Lazaridis EN, et al. Primary care physicians’ practice patterns and diabetic retinopathy: current levels of care. Arch Fam Med 1997; 6: 29–37. [DOI] [PubMed] [Google Scholar]
- 15. Pérez CM, Febo-Vázquez U, Guzmán M, et al. Are adults diagnosed with diabetes achieving the American Diabetes Association clinical practice recommendations? P R Health Sci J 2012; 31: 18 –23. [PMC free article] [PubMed] [Google Scholar]
- 16. Paz SH, Varma R, Klein R, et al. Noncompliance with vision care guidelines in Latinos with type 2 diabetes mellitus: the Los Angeles Latino Eye Study. Ophthalmology 2006; 113: 1372–1377. [DOI] [PubMed] [Google Scholar]
- 17. Costanian C, Bennett K, Hwalla N, et al. Prevalence, correlates and management of type 2 diabetes mellitus in Lebanon: findings from a national population-based study. Diabetes Res Clin Pract 2014; 105: 408–415. [DOI] [PubMed] [Google Scholar]
- 18. Fong DS, Aiello L, Gardner TW, et al. Retinopathy in diabetes. Diabetes Care 2004; 27: S84–S87. [DOI] [PubMed] [Google Scholar]
- 19. American Diabetes Association. 10. Microvascular complications and foot care. Diabetes Care 2016; 40: S88–S98. [DOI] [PubMed] [Google Scholar]
- 20. Malone JI, Morrison AD, Pavan PR, et al. Prevalence and significance of retinopathy in subjects with type 1 diabetes of less than 5 years’ duration screened for the diabetes control and complications trial. Diabetes Care 2001; 24: 522–526. [DOI] [PubMed] [Google Scholar]
- 21. Scanlon P. The English National Screening Programme for diabetic retinopathy 2003–2016. Acta Diabetol 2017; 54: 515–525. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22. Liew G, Michaelides M, Bunce C. A comparison of the causes of blindness certifications in England and Wales in working age adults (16–64 years), 1999–2000 with 2009–2010. BMJ Open 2014; 4: e004015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23. Waked N, Nacouzi R, Haddad N, et al. Epidemiology of diabetic retinopathy in Lebanon. J Fr Ophtalmol 2006; 29: 289–295. [DOI] [PubMed] [Google Scholar]
- 24. Dandona L, Dandona R. Revision of visual impairment definitions in the International Statistical Classification of Diseases. BMC Med 2006; 4: 7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Wilkinson C, Ferris F, Klein R, et al. Proposed international clinical diabetic retinopathy and diabetic macular edema disease severity scales. Ophthalmology 2003; 110: 1677–1682. [DOI] [PubMed] [Google Scholar]
- 26. Ruta L, Magliano D, LeMesurier R, et al. Prevalence of diabetic retinopathy in type 2 diabetes in developing and developed countries. Diabet Med 2013; 30: 387–398. [DOI] [PubMed] [Google Scholar]