Skip to main content
Log in

Does ancestry influence health-related quality of life in type 1 diabetes patients? A nationwide study in Brazil

  • Original Article
  • Published:
Acta Diabetologica Aims and scope Submit manuscript

Abstract

Aims

The aim of the present study was to evaluate the relationship between self-reported color/race and genomic ancestry with HRQoL of patients with type 1 diabetes in a highly admixed population.

Methods

This was a nationwide, cross-sectional study conducted with 1760 patients with type 1 diabetes from 2011 to 2014 at public clinics in all five Brazilian geographical regions. Information on HRQoL was obtained from two self-completed questionnaires: Short Form-6 Dimensions (SF-6D) and EuroQol-5 Dimensions (EQ-5D) with a visual analogue scale (EQ-VAS). Genomic ancestry was assessed using a Multiplex PCR methodology. Utility scores generated from the questionnaires were analyzed with multivariate logistic regression models.

Results

We included 1698 patients. Those patients who self-reported as black had lower EQ-VAS scores compared to the patients who self-reported as white (67.46 ± 18.45; 72.37 ± 16.44, respectively, p = 0.02). In a linear regression model, each 1% increase in African ancestry resulted in a 9.5 point decrease in EQ-VAS score (p < 0.001). In a multivariate logistic regression, after adjusting for demographic, socioeconomic status and diabetes-related variables, African ancestry remained associated with lower EQ-VAS scores.

Conclusion

A higher level of African ancestry implicates on lower quality of life even after adjustments for sociodemographic and diabetes-related data. Gender, physical activity and diabetes-related microvascular complications were strongly associated with low HRQoL in all three questionnaires used. This fact highlights the importance of social aspects when assessing quality of life, as well as the need for regular practice of physical activity and prevention of chronic complications to improve patients’ quality of life.

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.

Fig. 1

Similar content being viewed by others

References

  1. International Diabetes Federation (IDF) (2015) IDF Atlas. Seventh edition. http://www.diabetesatlas.org/

  2. Diabetes Control and Complications Trial Research G (1993) The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus. N Engl J Med 329(14):977–986

    Article  Google Scholar 

  3. Nielsen HB, Ovesen LL, Mortensen LH, Lau CJ, Joensen LE (2016) Type 1 diabetes, quality of life, occupational status and education level—a comparative population-based study. Diabetes Res Clin Pract 121:62–68

    Article  PubMed  Google Scholar 

  4. Cobas RA, Ferraz MB, Matheus ASDM et al (2013) The cost of type 1 diabetes: a nationwide multicentre study in Brazil. Bull World Health Organ 91(6):434–440

    Article  PubMed  PubMed Central  Google Scholar 

  5. Gomes MB, Negrato CA (2015) Retirement due to disabilities in patients with type 1 diabetes a nationwide multicenter survey in Brazil. BMC Public Health 15(1):1

    Article  Google Scholar 

  6. Malerbi FEK, Negrato CA, Gomes MB, Brazilian Type 1 Diabetes Study G (2012) Assessment of psychosocial variables by parents of youth with type 1 diabetes mellitus. Diabetol Metab Syndr 4(1):1–10

    Article  Google Scholar 

  7. Ware JE Jr, Sherbourne CD (1992) The MOS 36-item short-form health survey (SF-36): I. Conceptual framework and item selection. Med Care 30(6):473–483

    Article  PubMed  Google Scholar 

  8. Group TE (1990) EuroQol-a new facility for the measurement of health-related quality of life. Health Policy 16(3):199–208

    Article  Google Scholar 

  9. Castro GM (2009) A imigração no Brasil. Clube de Autores

  10. Parra FC, Amado RC, Lambertucci JR et al (2003) Color and genomic ancestry in Brazilians. Proc Natl Acad Sci 100(1):177–182

    Article  CAS  PubMed  Google Scholar 

  11. Alves-Silva J, da Santos Silva M, Guimaraes PEM et al (2000) The ancestry of Brazilian mtDNA lineages. Am J Hum Genet 67(2):444–461

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Kent M, Wade P (2015) Genetics against race: science, politics and affirmative action in Brazil. Soc Stud Sci 45(6):816–838

    Article  PubMed  PubMed Central  Google Scholar 

  13. Lima-Costa MF, Macinko J, Mambrini JV et al (2015) Genomic ancestry, self-rated health and its association with mortality in an admixed population: 10 year follow-up of the Bambui-Epigen (Brazil) cohort study of ageing. PLoS ONE 10(12):e0144456. https://doi.org/10.1371/journal.pone.0144456

    Article  PubMed  PubMed Central  Google Scholar 

  14. Gomes MB, Negrato CA (2016) Adherence to insulin therapeutic regimens in patients with type 1 diabetes. A nationwide survey in Brazil. Diabetes Res Clin Pract 120:47–55

    Article  CAS  PubMed  Google Scholar 

  15. Andrade MV, Noronha K, Kind P et al (2013) Societal preferences for EQ-5D health states from a Brazilian population survey. Value Health Reg Issues 2(3):405–412

    Article  Google Scholar 

  16. Cruz LN, Camey SA, Hoffmann JF et al (2011) Estimating the SF-6D value set for a population-based sample of Brazilians. Value Health 14(5):S108–S114

    Article  PubMed  Google Scholar 

  17. Pereira R, Phillips C, Pinto N et al (2012) Straightforward inference of ancestry and admixture proportions through ancestry-informative insertion deletion multiplexing. PLoS ONE 7(1):e29684. https://doi.org/10.1371/journal.pone.0029684

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Pritchard JK, Stephens M, Donnelly P (2000) Inference of population structure using multilocus genotype data. Genetics 155(2):945–959

    CAS  PubMed  PubMed Central  Google Scholar 

  19. IBGE (2008) Características étnico-raciais da população : um estudo das categorias de classificação de cor ou raça, Rio de Janeiro

  20. Criterio Brasil-ABEP (2015) http://www.abep.org/criterio-brasil. Accessed 13 May 2016

  21. Faerstein E, Chor D, Werneck GL, Lopes CDS, Kaplan G (2014) Race and perceived racism, education, and hypertension among Brazilian civil servants: the Pró-Saúde Study. Rev Bras Epidemiol 17:81–87

    Article  PubMed  Google Scholar 

  22. Utsey SO, Chae MH, Brown CF, Kelly D (2002) Effect of ethnic group membership on ethnic identity, race-related stress and quality of life. Cultur Diver Ethnic Minor Psychol 8(4):366

    Article  Google Scholar 

  23. Barata RB, Ribeiro MCSDA, Cassanti AC (2011) Social vulnerability and health status: a household survey in the central area of a Brazilian metropolis. Cad Saúde Pública 27:s164–s175

    Article  PubMed  Google Scholar 

  24. Williams DR, Sternthal M (2010) Understanding racial-ethnic disparities in health: sociological contributions. J Health Soc Behav 51(1_suppl):S15–S27

    Article  PubMed  PubMed Central  Google Scholar 

  25. Macinko J, Mullachery P, Proietti FA, Lima-Costa MF (2012) Who experiences discrimination in Brazil? Evidence from a large metropolitan region. Int J Equity Health 11(1):80

    Article  PubMed  PubMed Central  Google Scholar 

  26. Bharmal M, Thomas J (2006) Comparing the EQ-5D and the SF-6D descriptive systems to assess their ceiling effects in the US general population. Value Health 9(4):262–271

    Article  PubMed  Google Scholar 

  27. Takemoto MLS, da Silva NL, Ribeiro-Pereira ACP, Schilithz AOC, Suzuki C (2015) Differences in utility scores obtained through Brazilian and UK value sets: a cross-sectional study. Health Qual Life Outcomes 13(1):119

    Article  PubMed  PubMed Central  Google Scholar 

  28. Hanmer J, Lawrence WF, Anderson JP, Kaplan RM, Fryback DG (2006) Report of nationally representative values for the noninstitutionalized US adult population for 7 health-related quality-of-life scores. Med Decis Mak 26(4):391–400

    Article  Google Scholar 

  29. Choi YJ, Lee MS, An SY et al (2011) The relationship between diabetes mellitus and health-related quality of life in Korean adults: the fourth Korea National Health and Nutrition Examination Survey (2007–2009). Diabetes Metab J 35(6):587–594

    Article  PubMed  PubMed Central  Google Scholar 

  30. Joensen LE, Almdal TP, Willaing I (2016) Associations between patient characteristics, social relations, diabetes management, quality of life, glycaemic control and emotional burden in type 1 diabetes. Prim Care Diabetes 10(1):41–50

    Article  PubMed  Google Scholar 

  31. Brasil F, Pontarolo R, Correr CJ (2014) Qualidade de vida em adultos com diabetes tipo 1 e validade do DQOL-Brasil. Rev Ciênc Farm Básica Appl 35(1):105–112

    Google Scholar 

  32. de Souza ACCB, Felício JS, Koury CC et al (2015) Health-related quality of life in people with type 1 diabetes mellitus: data from the Brazilian Type 1 Diabetes Study Group. Health Quality Life Outcomes 13(1):1

    Article  Google Scholar 

  33. Naughton MJ, Joyce P, Morgan TM, Group SfDiYS et al (2014) Longitudinal associations between sex, diabetes self-care, and health-related quality of life among youth with type 1 or type 2 diabetes mellitus. J Pediatr 164(6):1376–1383

    Article  PubMed  PubMed Central  Google Scholar 

  34. Chimen M, Kennedy A, Nirantharakumar K, Pang TT, Andrews R, Narendran P (2012) What are the health benefits of physical activity in type 1 diabetes mellitus? A literature review. Diabetologia 55(3):542–551

    Article  CAS  PubMed  Google Scholar 

  35. Åman J, Skinner TC, De Beaufort CE, Swift PGF, Aanstoot HJ, Cameron F (2009) Associations between physical activity, sedentary behavior, and glycemic control in a large cohort of adolescents with type 1 diabetes: the Hvidoere Study Group on Childhood Diabetes. Pediatr Diabetes 10(4):234–239

    Article  PubMed  Google Scholar 

  36. Jacobson AM, Braffett BH, Cleary PA, Gubitosi-Klug RA, Larkin ME, Group DER (2013) The long-term effects of type 1 diabetes treatment and complications on health-related quality of life. Diabetes Care 36(10):3131–3138

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  37. Yu Y, Feng L, Shao Y et al (2013) Quality of life and emotional change for middle-aged and elderly patients with diabetic retinopathy. Int J Ophthalmol 6(1):71

    PubMed  PubMed Central  Google Scholar 

  38. Trikkalinou A, Papazafiropoulou AK, Melidonis A (2017) Type 2 diabetes and quality of life. World J Diabetes 8(4):120

    Article  PubMed  PubMed Central  Google Scholar 

  39. Fisher L, Hessler DM, Polonsky WH et al (2016) Prevalence of depression in type 1 diabetes and the problem of over-diagnosis. Diabetes Med 11(33):1590–1597

    Article  Google Scholar 

  40. Kampling H, Petrak F, Farin E, Kulzer B, Herpertz S, Mittag O (2017) Trajectories of depression in adults with newly diagnosed type 1 diabetes: results from the German Multicenter Diabetes Cohort Study. Diabetologia 60(1):60–68

    Article  CAS  PubMed  Google Scholar 

  41. Verma SK, Luo N, Subramaniam M et al (2010) Impact of depression on health related quality of life in patients with diabetes. Ann Acad Med Singap 39(12):913–917

    PubMed  Google Scholar 

  42. Peasgood T, Brennan A, Mansell P, Elliott J, Basarir H, Kruger J (2016) The impact of diabetes-related complications on preference-based measures of health-related quality of life in adults with type I diabetes. Med Decis Mak 36(8):1020–1033

    Article  Google Scholar 

  43. Pouwer F, Nefs G, Nouwen A (2013) Adverse effects of depression on glycemic control and health outcomes in people with diabetes: a review. Endocrinol Metab Clin North Am 42(3):529–544

    Article  PubMed  Google Scholar 

  44. Pouwer F (2017) Depression: a common and burdensome complication of diabetes that warrants the continued attention of clinicians, researchers and healthcare policy makers. Diabetologia 60(1):30–34

    Article  PubMed  Google Scholar 

  45. Uzogara SG (2017) Obesity epidemic, medical and quality of life consequences: a review. Int J Public Health Res 5(1):1

    Google Scholar 

  46. Minges KE, Whittemore R, Chao AM, Jefferson V, Murphy KM, Grey M (2016) Clinical, psychosocial, and demographic factors are associated with overweight and obesity in early adolescent girls with type 1 diabetes. Diabetes Educ 42(5):538–548

    Article  PubMed  Google Scholar 

  47. Park S (2017) Pathways linking obesity to health-related quality of life. Qual Life Res 26(8):2209–2218

    Article  PubMed  Google Scholar 

  48. Sach TH, Barton GR, Doherty M, Muir KR, Jenkinson C, Avery AJ (2007) The relationship between body mass index and health-related quality of life: comparing the EQ-5D, EuroQol VAS and SF-6D. Int J Obes 31(1):189–196

    Article  CAS  Google Scholar 

Download references

Acknowledegments

This work was funded by Fundação de Amparo a Pesquisa do Estado do Rio de Janeiro (FAPERJ) and Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq). BrazDiab1SG study group. Executive steering committee: Marilia Brito Gomes (chair), Carlos Antonio Negrato. Principal investigators are indicated by an asterisk. Department of Internal Medicine, Diabetes Unit, State University of Rio de Janeiro, Brazil: Marilia Brito Gomes* (mariliabgomes@gmail.com); Roberta Cobas (robertacobas@gmail.com); Lucianne Righeti Monteiro Tannus (luciannetannus@ig.com.br) Federal University Hospital of Rio de Janeiro: Melanie Rodacki* (mrodacki2001@yahoo.com.br); Lenita Zajdenverg (lenitazaj@gmail.com) Joana Rodrigues Dantas (joanardantasp@ig.com.br). Diabetes Unit, University Hospital of São Paulo, São Paulo: Maria Lúcia Cardillo Corrêa-Giannella* (malugia@lim25fm.usp.br); Sharon Nina Admoni (sharonadmoni@ gmail.com); Daniele Pereira dos Santos (dps.daniele@hotmail.com) Bauru’s Diabetics Association, Bauru, São Paulo: Carlos Antonio Negrato* (carlosnegrato@uol.com.br); Maria de Fatima Guedes (tatiguedeses@hotmail.com) Diabetes Unit, Federal University of São Paulo State, São Paulo: Sergio Atala Dib* (sergio.dib@unifesp.br); Celso Ferreira de Camargo Sallum Filho (celsosallum@superig.com.br). Diabetes Unit, University of Campinas, São Paulo: Elisabeth João Pavin* (ejpavin@fcm.unicamp.br); Caroline Takano (caroline.takano@gmail.com) Clinical Hospital of the Federal University of Paraná: Rosângela Roginski Rea* (rosangelarea@uol.com.br); Nicole Balster Romanzini (nikbr@hotmail.com) Clinical Hospital of Porto Alegre, Rio Grande do Sul: Mirela Azevedo* (mirelajobimazevedo@gmail.com); Luis Henrique Canani (luishenriquecanani@gmail.com)Regional Hospital of Taguatinga, Brasília: Hermelinda Cordeiro Pedrosa* (pedrosa.hc@globo.com); Monica Tolentino (monicatolentino@uol.com.br); Cejana Hamu Aguiar. Diabetes and Endocrinology Center of Bahia: Reine Marie Chaves Fonseca* (reinemar@terra.com.br); Ludmila Chaves Fonseca; Raffaele Kasprowicz (raffaellebarros@hotmail.com). Diabetes and Hypertension Center of Ceará: Adriana Costa e Forti* (adrianaforti@uol.com.br); Angela Delmira Nunes Mendes (angeladelmira@terra.com.br). Federal University of Ceará: Renan Montenegro Junior* (renanjr@ufc.br); Virgínia Oliveira Fernandes (virginiafernande@hotmail.com) Federal University Hospital of Pará: João Soares Felício* (felicio.bel@terra.com.br); Flavia Marques Santos (drafms@bol.com.br).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Deborah Conte Santos.

Ethics declarations

Conflict of interest

All authors declare no conflict of interests to disclose.

Ethical approval

All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.

Informed consent

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

Additional information

Managed by Massimo Federici.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (PDF 447 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Santos, D.C., Pizarro, M.H., Barros, B.S.V. et al. Does ancestry influence health-related quality of life in type 1 diabetes patients? A nationwide study in Brazil. Acta Diabetol 55, 377–385 (2018). https://doi.org/10.1007/s00592-017-1096-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00592-017-1096-5

Keywords

Navigation