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Perceived health- related quality of life in persons with multiple sclerosis with and without a vascular comorbidity

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Abstract

Purpose

Vascular comorbidities are prevalent and can contribute to adverse health outcomes in persons with multiple sclerosis (PwMS). Understanding the association between vascular comorbidities and health-related quality of life (HRQOL) among PwMS may be beneficial in improving outcomes and disease management. This cross-sectional study aimed to examine the relationship between vascular comorbidities and the different dimensions of HRQOL in PwMS.

Methods

Participants (n = 185) were PwMS recruited from a community-based comprehensive MS care center. Demographics, comorbid conditions, and disability level were collected via a self-report REDCap survey, with the 29-item Multiple Sclerosis Quality of Life (MSQOL-29) as the outcome measure. Regression models were used to examine the association between vascular comorbidities and the MSQOL-29, controlling for age, gender, ethnicity, level of education, marital status, MS subtype, disease duration, and disability.

Results

Approximately 35% reported at least one vascular comorbidity, with the most common being hypertension (27.0%), followed by hyperlipidemia (24.9%) and diabetes (8.1%). After factoring in for demographics and disability, having a vascular comorbidity was associated with lower physical HRQOL (β = – 10.05, 95% CI: – 28.24, 23.50), but not mental HRQOL (β = – 2.61, 95% CI: – 10.54, 5.32). Hypertension was negatively associated with several dimensions of HRQOL, including Physical Function, Change in Health, Health Perceptions, Energy, and Health Distress.

Conclusions

 Having at least one vascular comorbidity is associated with lower physical HRQOL, independent of demographics and level of physical disability. Focus should be directed to the physical burden and challenges vascular comorbidities may cause on the lives of PwMS.

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References

  1. CDC, Measuring healthy days: Population assessment of health-related quality of life. , in Centers for Disease Control and Prevention. 2000: Atlanta, Georgia.

  2. Hennessy, C. H., et al. (1994). Measuring health-related quality of life for public health surveillance. Public Health Reports, 109(5), 665–672.

    CAS  PubMed  PubMed Central  Google Scholar 

  3. Fortin, M., et al. (2004). Multimorbidity and quality of life in primary care: A systematic review. Health and Quality of Life Outcomes, 2, 51.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Marengoni, A., et al. (2011). Aging with multimorbidity: A systematic review of the literature. Ageing Research Reviews, 10(4), 430–439.

    Article  PubMed  Google Scholar 

  5. Makovski, T. T., et al. (2019). Multimorbidity and quality of life: Systematic literature review and meta-analysis. Ageing Research Reviews, 53, 100903.

    Article  PubMed  Google Scholar 

  6. The Multiple Sclerosis International Federation, Part 1: Mapping Multiple Sclerosis Around the World, Key Epidemiology Findings. 2020.

  7. Cattaneo, D., et al. (2017). Participation Restriction in People With Multiple Sclerosis: Prevalence and Correlations With Cognitive, Walking, Balance, and Upper Limb Impairments. Archives of Physical Medicine and Rehabilitation, 98(7), 1308–1315.

    Article  PubMed  Google Scholar 

  8. Fong, M. W., et al. (2015). Home functioning profiles in people with multiple sclerosis and their relation to disease characteristics and psychosocial functioning. Work, 52(4), 767–776.

    Article  PubMed  Google Scholar 

  9. Kalmar, J. H., et al. (2008). The relationship between cognitive deficits and everyday functional activities in multiple sclerosis. Neuropsychology, 22(4), 442–449.

    Article  PubMed  Google Scholar 

  10. Aymerich, M., I. Guillamon, and A.J. Jovell, Health-related quality of life assessment in people with multiple sclerosis and their family caregivers. A multicenter study in Catalonia (Southern Europe). Patient Prefer Adherence, 2009. 3: p. 311–21.

  11. Brola, W., et al. (2016). Self-reported quality of life in multiple sclerosis patients: Preliminary results based on the Polish MS Registry. Patient Preference and Adherence, 10, 1647–1656.

    Article  PubMed  PubMed Central  Google Scholar 

  12. Rezapour, A., et al. (2017). The impact of disease characteristics on multiple sclerosis patients’ quality of life. Epidemiol Health, 39, e2017008.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Alhazzani, A. A., et al. (2018). Quality of life assessment among multiple sclerosis patients in Saudi Arabia. Neurosciences (Riyadh), 23(2), 140–147.

    Article  PubMed  Google Scholar 

  14. Amtmann, D., et al. (2018). People with multiple sclerosis report significantly worse symptoms and health related quality of life than the US general population as measured by PROMIS and NeuroQoL outcome measures. Disability and Health Journal, 11(1), 99–107.

    Article  PubMed  Google Scholar 

  15. Ahmad, H., et al. (2020). Measuring the health-related quality of life in Australians with multiple sclerosis using the assessment of quality of life-8-dimension (AQoL-8D) multi-attribute utility instrument. Mult Scler Relat Disord, 44, 102358.

    Article  PubMed  Google Scholar 

  16. Ponzio, M., et al. (2020). Unmet needs influence health-related quality of life in people with multiple sclerosis. Mult Scler Relat Disord, 38, 101877.

    Article  PubMed  Google Scholar 

  17. Duka Glavor, K., M. Titlić, and G. Vuletic, Quality of life and health of patients in early stages of Multiple sclerosis. Psychiatr Danub, 2019. 31(Suppl 1): p. 118–125.

  18. Gavelova, M., et al. (2015). Importance of an individual’s evaluation of functional status for health-related quality of life in patients with multiple sclerosis. Disability and Health Journal, 8(3), 372–379.

    Article  PubMed  Google Scholar 

  19. Højsgaard Chow, H., et al. (2018). Progressive multiple sclerosis, cognitive function, and quality of life. Brain and Behavior: A Cognitive Neuroscience Perspective, 8(2), e00875.

    Article  Google Scholar 

  20. Berrigan, L. I., et al. (2016). Health-related quality of life in multiple sclerosis: Direct and indirect effects of comorbidity. Neurology, 86(15), 1417–1424.

    Article  PubMed  PubMed Central  Google Scholar 

  21. Buchanan, R. J., et al. (2008). Rural-urban analyses of health-related quality of life among people with multiple sclerosis. The Journal of Rural Health, 24(3), 244–252.

    Article  PubMed  Google Scholar 

  22. Gullo, H. L., et al. (2019). Cognitive and physical fatigue are associated with distinct problems in daily functioning, role fulfilment, and quality of life in multiple sclerosis. Mult Scler Relat Disord, 31, 118–123.

    Article  PubMed  Google Scholar 

  23. Janssens, A. C., et al. (2003). Anxiety and depression influence the relation between disability status and quality of life in multiple sclerosis. Multiple Sclerosis, 9(4), 397–403.

    Article  CAS  PubMed  Google Scholar 

  24. Sander, L., Kugler, J., & Elsner, B. (2020). The influence of multiple sclerosis-related symptoms on health-related quality of life. Fortschritte der Neurologie-Psychiatrie, 88(11), 704–712.

    PubMed  Google Scholar 

  25. Abdullah, E. J., & Badr, H. E. (2018). Assessing the quality of life in patients with multiple sclerosis in Kuwait: A cross sectional study. Psychology, Health & Medicine, 23(4), 391–399.

    Article  Google Scholar 

  26. Jones, E., et al. (2016). Quantifying the relationship between increased disability and health care resource utilization, quality of life, work productivity, health care costs in patients with multiple sclerosis in the US. BMC Health Services Research, 16, 294.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Andrees, V., et al. (2019). Towards patients’ understanding of health-related quality of life-a mixed-method study in psoriasis and multiple sclerosis. Quality of Life Research, 28(10), 2717–2729.

    Article  PubMed  Google Scholar 

  28. Buchanan, R. J., Huang, C., & Chakravorty, B. J. (2011). Health-related quality of life among African Americans with multiple sclerosis. Ethnicity and Disease, 21(3), 377–384.

    PubMed  Google Scholar 

  29. Buchanan, R. J., et al. (2012). Health-related quality of life among Latinos with multiple sclerosis. Journal of Social Work in Disability & Rehabilitation, 11(4), 240–257.

    Article  Google Scholar 

  30. Cioncoloni, D., et al., Individual factors enhance poor health-related quality of life outcome in multiple sclerosis patients. Significance of predictive determinants. J Neurol Sci, 2014. 345(1–2): p. 213–9.

  31. Hyarat, S. Y., et al. (2019). Health Related Quality of Life Among Patients With Multiple Sclerosis: The Role of Psychosocial Adjustment to Illness. Archives of Psychiatric Nursing, 33(1), 11–16.

    Article  PubMed  Google Scholar 

  32. Marrie, R., et al. (2008). Comorbidity, socioeconomic status and multiple sclerosis. Multiple Sclerosis, 14(8), 1091–1098.

    Article  PubMed  Google Scholar 

  33. Kowalec, K., et al. (2017). Comorbidity increases the risk of relapse in multiple sclerosis: A prospective study. Neurology, 89(24), 2455–2461.

    Article  PubMed  PubMed Central  Google Scholar 

  34. Overs, S., et al. (2012). Modifiable comorbidities and disability in multiple sclerosis. Current Neurology and Neuroscience Reports, 12(5), 610–617.

    Article  PubMed  Google Scholar 

  35. Tettey, P., et al. (2016). Frequency of Comorbidities and Their Association with Clinical Disability and Relapse in Multiple Sclerosis. Neuroepidemiology, 46(2), 106–113.

    Article  PubMed  Google Scholar 

  36. Zhang, T., et al. (2018). Effects of physical comorbidities on disability progression in multiple sclerosis. Neurology, 90(5), e419–e427.

    Article  PubMed  PubMed Central  Google Scholar 

  37. Zivadinov, R., et al. (2016). Autoimmune Comorbidities Are Associated with Brain Injury in Multiple Sclerosis. AJNR. American Journal of Neuroradiology, 37(6), 1010–1016.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  38. Marrie, R. A., et al. (2009). Comorbidity delays diagnosis and increases disability at diagnosis in MS. Neurology, 72(2), 117–124.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  39. Thormann, A., et al. (2017). Comorbidity in multiple sclerosis is associated with diagnostic delays and increased mortality. Neurology, 89(16), 1668–1675.

    Article  PubMed  Google Scholar 

  40. Marrie, R. A., et al. (2015). Effect of comorbidity on mortality in multiple sclerosis. Neurology, 85(3), 240–247.

    Article  PubMed  PubMed Central  Google Scholar 

  41. Marrie, R. A., et al. (2015). Comorbidity increases the risk of hospitalizations in multiple sclerosis. Neurology, 84(4), 350–358.

    Article  PubMed  PubMed Central  Google Scholar 

  42. Gromisch, E. S., et al. (2020). Who is not coming to clinic? A predictive model of excessive missed appointments in persons with multiple sclerosis. Mult Scler Relat Disord, 38, 101513.

    Article  PubMed  Google Scholar 

  43. Warren, S. A., et al. (2009). Comorbidity and health-related quality of life in people with multiple sclerosis. Int J MS Care, 11, 6–16.

    Article  Google Scholar 

  44. Marrie, R. A., et al. (2012). Cumulative impact of comorbidity on quality of life in MS. Acta Neurologica Scandinavica, 125(3), 180–186.

    Article  CAS  PubMed  Google Scholar 

  45. Lo, L. M. P., et al. (2021). Estimating the relative contribution of comorbidities in predicting health-related quality of life of people with multiple sclerosis. Journal of Neurology, 268(2), 569–581.

    Article  PubMed  Google Scholar 

  46. Marck, C. H., et al. (2016). Prevalence of Comorbidities, Overweight and Obesity in an International Sample of People with Multiple Sclerosis and Associations with Modifiable Lifestyle Factors. PLoS ONE, 11(2), e0148573.

    Article  PubMed  PubMed Central  Google Scholar 

  47. Koltuniuk, A., et al. (2022). The quality of life in patients with multiple sclerosis - Association with depressive symptoms and physical disability: A prospective and observational study. Frontiers in Psychology, 13, 1068421.

    Article  PubMed  Google Scholar 

  48. Schmidt, S., & Jostingmeyer, P. (2019). Depression, fatigue and disability are independently associated with quality of life in patients with multiple Sclerosis: Results of a cross-sectional study. Mult Scler Relat Disord, 35, 262–269.

    Article  PubMed  Google Scholar 

  49. Carta, M. G., et al. (2014). Multiple sclerosis and bipolar disorders: The burden of comorbidity and its consequences on quality of life. Journal of Affective Disorders, 167, 192–197.

    Article  CAS  PubMed  Google Scholar 

  50. Yalachkov, Y., et al. (2019). Determinants of quality of life in relapsing-remitting and progressive multiple sclerosis. Mult Scler Relat Disord, 30, 33–37.

    Article  PubMed  Google Scholar 

  51. Marrie, R. A., et al. (2010). Vascular comorbidity is associated with more rapid disability progression in multiple sclerosis. Neurology, 74(13), 1041–1047.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  52. Puz, P., et al. (2018). Effect of comorbidities on the course of multiple sclerosis. Clinical Neurology and Neurosurgery, 167, 76–81.

    Article  PubMed  Google Scholar 

  53. Fitzgerald, K.C., et al., Vascular comorbidity is associated with lower brain volumes and lower neuroperformance in a large multiple sclerosis cohort. Mult Scler, 2021: p. 1352458520984746.

  54. Marrie, R. A., et al. (2022). Effects of Vascular Comorbidity on Cognition in Multiple Sclerosis Are Partially Mediated by Changes in Brain Structure. Frontiers in Neurology, 13, 910014.

    Article  PubMed  PubMed Central  Google Scholar 

  55. Jakimovski, D., et al. (2019). Hypertension and heart disease are associated with development of brain atrophy in multiple sclerosis: A 5-year longitudinal study. European Journal of Neurology, 26(1), 87-e8.

    Article  CAS  PubMed  Google Scholar 

  56. Dagan, A., et al. (2016). Disability Progression in Multiple Sclerosis Is Affected by the Emergence of Comorbid Arterial Hypertension. Journal of Clinical Neurology, 12(3), 345–50.

    Article  PubMed  PubMed Central  Google Scholar 

  57. Geraldes, R., et al. (2020). Vascular disease and multiple sclerosis: A post-mortem study exploring their relationships. Brain, 143(10), 2998–3012.

    Article  PubMed  Google Scholar 

  58. Tettey, P., et al. (2017). An adverse lipid profile and increased levels of adiposity significantly predict clinical course after a first demyelinating event. Journal of Neurology, Neurosurgery and Psychiatry, 88(5), 395–401.

    Article  PubMed  Google Scholar 

  59. Conway, D. S., Thompson, N. R., & Cohen, J. A. (2017). Influence of hypertension, diabetes, hyperlipidemia, and obstructive lung disease on multiple sclerosis disease course. Multiple Sclerosis, 23(2), 277–285.

    Article  PubMed  Google Scholar 

  60. Marrie, R. A., Cutter, G., & Tyry, T. (2011). Substantial adverse association of visual and vascular comorbidities on visual disability in multiple sclerosis. Multiple Sclerosis, 17(12), 1464–71.

    Article  PubMed  Google Scholar 

  61. Gromisch ES, Neto LO, and T. AP., What biopsychosocial factors explain self-management behaviors in multiple sclerosis? The role of demographics, cognition, personality, and psychosocial and physical functioning. Arch Phys Med Rehabil, 2021.

  62. Palladino, R., et al. (2020). Evaluating the Risk of Macrovascular Events and Mortality Among People With Multiple Sclerosis in England. JAMA Neurology, 77(7), 820–828.

    Article  PubMed  Google Scholar 

  63. Roshanisefat, H., et al. (2014). Multiple sclerosis clinical course and cardiovascular disease risk - Swedish cohort study. European Journal of Neurology, 21(11), 1353-e88.

    Article  CAS  PubMed  Google Scholar 

  64. Marrie, R. A., et al. (2012). Rising prevalence of vascular comorbidities in multiple sclerosis: Validation of administrative definitions for diabetes, hypertension, and hyperlipidemia. Multiple Sclerosis, 18(9), 1310–9.

    Article  PubMed  Google Scholar 

  65. Palladino, R., et al. (2023). Management of vascular risk in people with multiple sclerosis at the time of diagnosis in England: A population-based study. Multiple Sclerosis, 29(6), 671–679.

    Article  PubMed  Google Scholar 

  66. Harris, P. A., et al. (2019). The REDCap consortium: Building an international community of software platform partners. Journal of Biomedical Informatics, 95, 103208.

    Article  PubMed  PubMed Central  Google Scholar 

  67. Harris, P. A., et al. (2009). Research electronic data capture (REDCap)–a metadata-driven methodology and workflow process for providing translational research informatics support. Journal of Biomedical Informatics, 42(2), 377–81.

    Article  PubMed  Google Scholar 

  68. Field, A., & Discovering statistics using SPSS, third edition. London, UK: Sage Publications Ltd. third edition, (Eds.). (2009). London. Sage Publications Ltd.

    Google Scholar 

  69. Hohol, M. J., Orav, E. J., & Weiner, H. L. (1995). Disease steps in multiple sclerosis: A simple approach to evaluate disease progression. Neurology, 45(2), 251–5.

    Article  CAS  PubMed  Google Scholar 

  70. Hohol, M. J., Orav, E. J., & Weiner, H. L. (1999). Disease steps in multiple sclerosis: A longitudinal study comparing disease steps and EDSS to evaluate disease progression. Multiple Sclerosis, 5(5), 349–54.

    Article  CAS  PubMed  Google Scholar 

  71. Learmonth, Y. C., et al. (2013). Validation of patient determined disease steps (PDDS) scale scores in persons with multiple sclerosis. BMC Neurology, 13, 37.

    Article  PubMed  PubMed Central  Google Scholar 

  72. Marrie, R. A., & Goldman, M. (2007). Validity of performance scales for disability assessment in multiple sclerosis. Multiple Sclerosis, 13(9), 1176–82.

    Article  CAS  PubMed  Google Scholar 

  73. Rosato, R., et al. (2016). Development of a Short Version of MSQOL-54 Using Factor Analysis and Item Response Theory. PLoS ONE, 11(4), e0153466.

    Article  PubMed  PubMed Central  Google Scholar 

  74. Rosato, R., et al., eMSQOL-29: Prospective validation of the abbreviated, electronic version of MSQOL-54. Mult Scler, 2018: p. 1352458518774935.

  75. Rosato, R., et al. (2019). eMSQOL-29: Prospective validation of the abbreviated, electronic version of MSQOL-54. Multiple Sclerosis, 25(6), 856–866.

    Article  PubMed  Google Scholar 

  76. Baker, G., et al. (2019). Reliability and acceptability of the Multiple Sclerosis Quality of Life-29 questionnaire in an English-speaking cohort. Multiple Sclerosis, 25(11), 1539–1542.

    Article  PubMed  Google Scholar 

  77. Lo, L.M.P., et al., Estimating the relative contribution of comorbidities in predicting health-related quality of life of people with multiple sclerosis. Journal of Neurology, 2020.

  78. Christman, A. L., et al. (2010). Cranial volume, mild cognitive deficits, and functional limitations associated with diabetes in a community sample. Archives of Clinical Neuropsychology, 25(1), 49–59.

    Article  PubMed  Google Scholar 

  79. Hajjar, I., et al. (2016). Racial Disparity in Cognitive and Functional Disability in Hypertension and All-Cause Mortality. American Journal of Hypertension, 29(2), 185–93.

    Article  PubMed  Google Scholar 

  80. Stough, C., et al. (2019). Increases in total cholesterol and low density lipoprotein associated with decreased cognitive performance in healthy elderly adults. Metabolic Brain Disease, 34(2), 477–484.

    Article  CAS  PubMed  Google Scholar 

  81. Fitzgerald, K. C., et al. (2021). Vascular comorbidity is associated with lower brain volumes and lower neuroperformance in a large multiple sclerosis cohort. Multiple Sclerosis, 27(12), 1914–1923.

    Article  CAS  PubMed  Google Scholar 

  82. Nelson, R. H. (2013). Hyperlipidemia as a risk factor for cardiovascular disease. Primary Care, 40(1), 195–211.

    Article  PubMed  Google Scholar 

  83. Briggs, F. B. S., Hill, E., & Abboud, H. (2021). The prevalence of hypertension in multiple sclerosis based on 37 million electronic health records from the United States. European Journal of Neurology, 28(2), 558–566.

    Article  CAS  PubMed  Google Scholar 

  84. Horton, M., et al. (2010). Validation of a self-report comorbidity questionnaire for multiple sclerosis. Neuroepidemiology, 35(2), 83–90.

    Article  PubMed  Google Scholar 

  85. Marrie, R. A., et al. (2016). Physical comorbidities increase the risk of psychiatric comorbidity in multiple sclerosis. Brain and Behavior: A Cognitive Neuroscience Perspective, 6(9), e00493.

    Article  Google Scholar 

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Acknowledgements

The PDDS is provided for use by the North American Research Committee on MS (NARCOMS) Registry (www.narcoms.org/pdds). NARCOMS is supported in part by the Consortium of Multiple Sclerosis Centers (CMSC) and the CMSC Foundation. The authors would like to thank Dotty Wakefield, MS, for management of the REDCap database and volunteers for their assistance with data collection.

Funding

The study was funded by a BestCare grant from St. Francis Hospital and Medical Center, Trinity Health of New England.

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Contributions

LON: Conceptualization, Methodology, Project Administration, Investigation, Funding acquisition, Formal analysis, Writing—Original Draft, Writing—Review and Editing. JAR: Conceptualization, Methodology, Project Administration, Investigation, Funding acquisition, Writing—Review and Editing. ESG: Conceptualization, Methodology, Project Administration, Investigation, Funding acquisition, Formal analysis, Writing—Original Draft, Writing—Review and Editing. REDCap database and volunteers for their assistance with data collection.

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Correspondence to Lindsay O. Neto.

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This study was performed in line with the principles of the Declaration of Helsinki. Approval was granted by the Trinity Health of New England Institutional Review Board.

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All individual participants read an IRB approved information sheet and agreed to participation in this study.

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Neto, L.O., Ruiz, J.A. & Gromisch, E.S. Perceived health- related quality of life in persons with multiple sclerosis with and without a vascular comorbidity. Qual Life Res 33, 573–581 (2024). https://doi.org/10.1007/s11136-023-03546-3

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