Skip to main content

Advertisement

Log in

Visual impairment and associated risk factors in patients with diabetes mellitus in Tavush and Armavir provinces of Armenia

  • Original Paper
  • Published:
International Ophthalmology Aims and scope Submit manuscript

Abstract

Background

Visual impairment (VI) and blindness remain serious public health problems among patients with diabetes. This study assessed the prevalence of VI and its associated risk factors in individuals with diabetes mellitus (DM) in Armenia.

Methods

This cross-sectional study recruited 1287 people with DM. All participants underwent comprehensive ophthalmic examination and responded to a structured questionnaire on sociodemographic and health characteristics, health-seeking behavior, and ocular health. The presence of eye diseases and VI was defined based on the International Classification of Diseases-11. Descriptive statistics and logistic regression were used to address the study objectives.

Results

The mean age of participants was 61.5 (SD = 9.6) ranging from 19.4 to 99.8 years. The mean duration of diabetes was 7.4 years. The majority of participants (70.5%) were women. The prevalence of VI and blindness was 12.1% and 0.9%, respectively. Overall, 22.4% of participants had diabetic retinopathy. In the adjusted analysis, advanced age (OR = 1.08; 95%CI: 1.06–1.11), higher education (OR = 0.37; 95%CI: 0.19–0.74), diabetes duration (OR = 1.05; 95%CI: 1.02–1.08), the presence of diabetic retinopathy (OR = 3.61; 95%CI: 2.38–5.46), age-related macular degeneration (OR = 1.88; 95%CI: 1.15–3.05), cataract (OR = 2.45; 95%CI: 1.66–3.63), and glaucoma (OR = 2.32; 95%CI: 1.25–4.30) were associated with VI.

Conclusion

The findings highlight the importance and need for regular eye screening and diabetes prevention programs in the country. Continuous educational programs on diabetes self-management among patients with DM can reduce complications of diabetes including vision loss due to diabetes.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. World Health ORGANIZATION. Blindness. https://www.who.int/news-room/fact-sheets/detail/blindness-and-visual-impairment. Accessed 20 July 2021.

  2. Welp A, Woodbury RB, McCoy MA, Teutsch SM (2016) Making Eye Health a Population Health Imperative. National Academies Press (US). https://www.ncbi.nlm.nih.gov/books/NBK385157/.

  3. Coyne KS, Margolis MK, Kennedy-Martin T, Baker TM, Klein R, Paul MD et al (2004) The impact of diabetic retinopathy: perspectives from patient focus groups. Fam Pract 21(4):447–453. https://doi.org/10.1093/fampra/cmh417

    Article  PubMed  Google Scholar 

  4. Bourne RRA, Flaxman SR, Braithwaite T, Cicinelli MV, Das A, Jonas JB et al (2017) Magnitude, temporal trends, and projections of the global prevalence of blindness and distance and near vision impairment: a systematic review and meta-analysis. Lancet Glob Heal 5(9):e888–e897. https://doi.org/10.1016/S2214-109X(17)30293-0

    Article  Google Scholar 

  5. World Health Organization. Blindness and vision impairment. https://www.who.int/news-room/fact-sheets/detail/blindness-and-visual-impairment. Updated October 8, 2019. Accessed 9 March 2020.

  6. Narayan KMV, Gregg EW, Fagot-Campagna A, Engelgau MM, Vinicor F (2000) Diabetes—A common, growing, serious, costly, and potentially preventable public health problem. Diabetes Res Clin Pract 50(SUPPL. 2):S77–S84. https://doi.org/10.1016/S0168-8227(00)00183-2

    Article  PubMed  Google Scholar 

  7. American Diabetes Association (2009) Diagnosis and classification of diabetes mellitus. Diabetes Care 32(SUPPL. 1):S62–S67. https://doi.org/10.2337/dc09-S062

    Article  PubMed Central  Google Scholar 

  8. Lloyd A, Sawyer W, Hopkinson P (2001) Impact of long-term complications on quality of life in patients with type 2 diabetes not using insulin. Value Health 4(5):392–400. https://doi.org/10.1046/j.1524-4733.2001.45029.x

    Article  CAS  PubMed  Google Scholar 

  9. Cheloni R, Gandolfi SA, Signorelli C, Odone A (2019) Global prevalence of diabetic retinopathy: protocol for a systematic review and meta-analysis. BMJ Open 9:22188. https://doi.org/10.1136/bmjopen-2018-022188

    Article  Google Scholar 

  10. NCD Risk Factor Collaboration (NCD-RisC) (2016) Worldwide trends in diabetes since 1980: a pooled analysis of 751 population-based studies with 4·4 million participants. Lancet. 387(10027):1513–1530. https://doi.org/10.1016/S0140-6736(16)00618-8

    Article  Google Scholar 

  11. Wang W, Lo ACY (2018) Diabetic retinopathy: pathophysiology and treatments. Int J Mol Sci. https://doi.org/10.3390/ijms19061816

    Article  PubMed  PubMed Central  Google Scholar 

  12. Cheung N, Mitchell P, Wong TY (2010) Diabetic retinopathy. Lancet 376(9735):124–136. https://doi.org/10.1016/S0140-6736(09)62124-3

    Article  PubMed  Google Scholar 

  13. Wild S, Roglic G, Green A, Sicree R, King H (2004) Global prevalence of diabetes: estimates for the year 2000 and projections for 2030. Diabetes Care 27(5):1047–1053. https://doi.org/10.2337/diacare.27.5.1047

    Article  PubMed  Google Scholar 

  14. Thomas RL, Halim S, Gurudas S, Sivaprasad S, Owens DR (2019) IDF Diabetes Atlas: a review of studies utilising retinal photography on the global prevalence of diabetes related retinopathy between 2015 and 2018. Diabetes Res Clin Pract 157:107840. https://doi.org/10.1016/j.diabres.2019.107840

    Article  CAS  PubMed  Google Scholar 

  15. Flaxman SR, Bourne RRA, Resnikoff S, Ackland P, Braithwaite T, Cicinelli MV et al (2017) Global causes of blindness and distance vision impairment 1990–2020: a systematic review and meta-analysis. Lancet Glob Heal 5(12):e1221–e1234. https://doi.org/10.1016/S2214-109X(17)30393-5

    Article  Google Scholar 

  16. Senra H, Barbosa F, Ferreira P, Vieira CR, Perrin PB, Rogers H et al (2015) Psychologic adjustment to irreversible vision loss in adults: a systematic review. Ophthalmology 122(4):851–861. https://doi.org/10.1016/j.ophtha.2014.10.022

    Article  PubMed  Google Scholar 

  17. Hayward LM, Burden ML, Burden AC, Blackledge H, Raymond NT, Botha JL et al (2002) What is the prevalence of visual impairment in the general and diabetic populations: are there ethnic and gender differences? Diabet Med 19(1):27–34. https://doi.org/10.1046/j.0742-3071.2001.00603.x

    Article  CAS  PubMed  Google Scholar 

  18. Fong DS, Aiello L, Gardner TW, King GL, Blankenship G, Cavallerano JD et al (2004) Retinopathy in diabetes. Diabetes Care 27(Suppl 1):S84–S87. https://doi.org/10.2337/diacare.27.2007.s84 (PMID: 14693935)

    Article  PubMed  Google Scholar 

  19. Rani PK, Raman R, Gella L, Kulothungan V, Sharma T (2012) Prevalence of visual impairment and associated risk factors in subjects with type II diabetes mellitus: Sankara Nethralaya diabetic retinopathy epidemiology and molecular genetics study (SN-DREAMS, report 16). Middle East Afr J Ophthalmol 19(1):129–134. https://doi.org/10.4103/0974-9233.92129

    Article  PubMed  PubMed Central  Google Scholar 

  20. Sivaprasad S, Gupta B, Gulliford MC, Dodhia H, Mann S, Nagi D et al (2012) Ethnic variation in the prevalence of visual impairment in people attending diabetic retinopathy screening in the United Kingdom (DRIVE UK). PLoS ONE 7(6):e39608. https://doi.org/10.1371/journal.pone.0039608

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Nutheti R, Keeffe JE, Shamanna BR, Nirmalan PK, Krishnaiah S, Thomas R (2007) Relationship between visual impairment and eye diseases and visual function in Andhra Pradesh. Ophthalmology 114(8):1552–1557. https://doi.org/10.1016/j.ophtha.2006.11.012

    Article  PubMed  Google Scholar 

  22. Klein R, Klein BE, Moss SE (1984) Visual impairment in diabetes. Ophthalmology 91(1):1–9

    Article  CAS  PubMed  Google Scholar 

  23. Ayukotang EN, Kumah DB, Mohammed AK (2016) Prevalence of visual impairment among diabetic patients in the Kumba urban area, Cameroon. Int J Innov Appl Stud, 15:872–876. http://www.ijias.issr-journals.org/.

  24. Cui Y, Zhang L, Zhang M, Yang X, Zang L, Kuang J et al (2017) Prevalence and causes of low vision and blindness in a Chinese population with type 2 diabetes: the Dongguan eye study. Sci Rep 7:11195. https://doi.org/10.1038/s41598-017-11365-z

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Al-Rubeaan K, Abu El-Asrar AM, Youssef AM, Subhani SN, Ahmad NA, Al-Sharqawi AH et al (2015) Diabetic retinopathy and its risk factors in a society with a type 2 diabetes epidemic: a Saudi National Diabetes Registry-based study. Acta Ophthalmol 93(2):e140–e147. https://doi.org/10.1111/aos.12532

    Article  PubMed  Google Scholar 

  26. Mvitu Muaka M, Longo-Mbenza B (2012) Causes of visual disability among Central Africans with diabetes mellitus. Afr Health Sci 12(2):193–197. https://doi.org/10.4314/ahs.v12i2.18

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Kahloun R, Jelliti B, Zaouali S, Attia S, Ben Yahia S, Resnikof S et al (2014) Prevalence and causes of visual impairment in diabetic patients in Tunisia. North Africa Eye 28(8):986–991. https://doi.org/10.1038/eye.2014.131

    Article  CAS  PubMed  Google Scholar 

  28. Xu L, Wang Y, Li Y, Wang Y, Cui T, Li J et al (2006) Causes of blindness and visual impairment in urban and rural areas in Beijing: the Beijing eye study. Ophthalmology 113(7):1134.e1–11. https://doi.org/10.1016/j.ophtha.2006.01.035

    Article  Google Scholar 

  29. Ong SR, Crowston JG, Loprinzi PD, Ramulu PY (2018) Physical activity, visual impairment, and eye disease. Eye 32(8):1296–1303. https://doi.org/10.1038/s41433-018-0081-8

    Article  PubMed  PubMed Central  Google Scholar 

  30. Zhang L, Krzentowski G, Albert A, Lefebvre PJ (2001) Risk of developing retinopathy in diabetes control and complications trial type 1 diabetic patients with good or poor metabolic control. Diabetes Care 24(7):1275–1279. https://doi.org/10.2337/diacare.24.7.1275

    Article  CAS  PubMed  Google Scholar 

  31. Giloyan A, Harutyunyan T, Petrosyan V (2015) The prevalence of and major risk factors associated with diabetic retinopathy in Gegharkunik province of Armenia: cross-sectional study. BMC Ophthalmol 15:46. https://doi.org/10.1186/s12886-015-0032-0

    Article  PubMed  PubMed Central  Google Scholar 

  32. European Health Information Gateway. https://gateway.euro.who.int/en/. Accessed 16 July 2019.

  33. International Diabetes Federation. Asia S. Atlas-8e-Global-factsheet. 2017. https://www.worlddiabetesfoundation.org/sites/default/files/Atlas-8e-Global-factsheet.pdf. Accessed 14 July 2020.

  34. World Health Organization. International statistical classification of diseases and related health problems 10th revision (ICD-10). 2011. https://www.who.int/classifications/icd/ICD10Volume2_en_2010.pdf. Accessed 14 January 2020.

  35. Early Treatment Diabetic Retinopathy Study Design and Baseline Patient Characteristics: ETDRS Report Number 7. Ophthalmology. 1991;98(5):741–756. doi:https://doi.org/10.1016/S0161-6420(13)38009-9.

  36. Harding S, Greenwood R, Aldington S, Gibson J, Owens D, Taylor R et al (2003) Grading and disease management in national screening for diabetic retinopathy in England and Wales. Diabet Med 20(12):965–971. https://doi.org/10.1111/j.1464-5491.2003.01077.x

    Article  CAS  PubMed  Google Scholar 

  37. Cook HL, Patel PJ, Tufail A (2008) Age-related macular degeneration: diagnosis and management. Br Med Bull 85(1):127–149. https://doi.org/10.1093/bmb/ldn012

    Article  CAS  PubMed  Google Scholar 

  38. Hosmer DW, Lemeshow S (2000) Applied logistic regression, 2nd edn. Wiley, New York. https://doi.org/10.1002/0471722146

  39. Leasher JL, Bourne RRA, Flaxman SR, Jonas JB, Keeffe J, Naidoo K et al (2016) Global estimates on the number of people blind or visually impaired by diabetic retinopathy: a meta-analysis from 1990 to 2010. Diabetes Care 39(9):1643–1649. https://doi.org/10.2337/dc15-2171

    Article  PubMed  Google Scholar 

  40. Al-Till MI, Al-Bdour MD, Ajlouni KM (2005) Prevalence of blindness and visual impairment among Jordanian diabetics. Eur J Ophthalmol 15(1):62–68. https://doi.org/10.1177/112067210501500110

    Article  CAS  PubMed  Google Scholar 

  41. Zoega GM, Gunnarsdóttir Þ, Björnsdóttir S, Hreiðarsson ÁB, Viggósson G, Stefánsson E (2005) Screening compliance and visual outcome in diabetes. Acta Ophthalmol Scand 83(6):687–690. https://doi.org/10.1111/j.1600-0420.2005.00541.x

    Article  PubMed  Google Scholar 

  42. Ruta LA, Magliano DJ, LeMesurier R, Taylor HR, Zimmet PZ, Shaw JE (2013) Prevalence of diabetic retinopathy in type 2 diabetes in developing and developed countries. Diabet Med 30(4):387–398. https://doi.org/10.1111/dme.12119

    Article  CAS  PubMed  Google Scholar 

  43. Li JQ, Welchowski T, Schmid M, Letow J, Wolpers C, Pascual-Camps I et al (2020) Prevalence, incidence and future projection of diabetic eye disease in Europe: a systematic review and meta-analysis. Eur J Epidemiol 35(1):11–23. https://doi.org/10.1007/s10654-019-00560-z

    Article  CAS  PubMed  Google Scholar 

  44. Yang Q-H, Zhang Y, Zhang X-M, Li X-R (2019) Prevalence of diabetic retinopathy, proliferative diabetic retinopathy and non-proliferative diabetic retinopathy in Asian T2DM patients: a systematic review and meta-analysis. Int J Ophthalmol 12(2):302–311. https://doi.org/10.18240/ijo.2019.02.19

    Article  PubMed  PubMed Central  Google Scholar 

  45. Robinson BE, Feng Y, Fonn D, Woods CA, Gordon KD, Gold D. Risk Factors For Visual Impairment- Report From A Population-based Study (C.U.R.E.S.) Investigative Ophthalmology & Visual Science. 2011;52.

  46. Hashemi H, Khabazkhoob M, Saatchi M, Ostadimoghaddam H, Yekta A (2018) Visual impairment and blindness in a population-based study of Mashhad, Iran. J Curr Ophthalmol 30(2):161–168. https://doi.org/10.1016/j.joco.2017.01.003

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

We are thankful to the study participants for their support during the implementation of the study.

Funding

None.

Author information

Authors and Affiliations

Authors

Contributions

All authors contributed to the study’s conception and design. Material preparation, data collection, and analysis were performed by [AG], [DM], [VK]. The first draft of the manuscript was written by [AG] and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Aida Giloyan.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Data availability

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

Ethical approval

Approval was obtained from the ethics committee of The Institutional Review Board of the American University of Armenia. The procedures used in this study adhere to the tenets of the Declaration of Helsinki.

Informed consent

Informed verbal consent was obtained from all individual participants included in the study.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 19 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Giloyan, A., Muradyan, D. & Khachadourian, V. Visual impairment and associated risk factors in patients with diabetes mellitus in Tavush and Armavir provinces of Armenia. Int Ophthalmol 42, 47–56 (2022). https://doi.org/10.1007/s10792-021-01998-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10792-021-01998-5

Keywords

Navigation