Skip to main content
Top
Published in: Journal of Neurology 2/2021

01-02-2021 | Multiple Sclerosis | Original Communication

Comorbidities contribute substantially to the severity of common multiple sclerosis symptoms

Authors: Lara Marie Pangan Lo, Bruce V. Taylor, Tania Winzenberg, Andrew J. Palmer, Leigh Blizzard, Ingrid van der Mei

Published in: Journal of Neurology | Issue 2/2021

Login to get access

Abstract

Background

More research is needed to understand the contribution of comorbidities to MS symptomatology.

Objectives

To examine the dose–response relationship between the number of comorbidities and severity of MS symptoms and to assess the relative contribution of comorbidity groups and individual comorbidities to the severity of each symptom.

Methods

We surveyed 1223 participants of the Australian MS Longitudinal Study for the presence of 30 comorbidities and the severity of 13 MS symptoms (0–10 scale). The associations between comorbidities and symptoms were assessed using negative binomial regression. The relative contributions of comorbidities to the severity of symptoms were assessed using general dominance analysis.

Results

Higher number of comorbidities was most strongly associated with a higher severity of pain and feelings of anxiety and depression (ratios of means ≥ 0.12 per comorbidity increase). Comorbidities explained between 3.7% (spasticity) and 22.0% (feelings of anxiety) of the total variance of symptom severity. Mental health and musculoskeletal disorders contributed most strongly to the severity of the most common symptoms in MS.

Conclusions

Our findings support that early recognition and optimal management of comorbidities, particularly of mental health and musculoskeletal disorders, could have a positive impact on the severity of symptoms of people with MS.
Appendix
Available only for authorised users
Literature
2.
go back to reference Gelfand JM (2014) Chapter 12 - Multiple sclerosis: diagnosis, differential diagnosis, and clinical presentation. In: Goodin DS (ed) Handbook of clinical neurology, vol 122. Elsevier, Amsterdam, pp 269–290 Gelfand JM (2014) Chapter 12 - Multiple sclerosis: diagnosis, differential diagnosis, and clinical presentation. In: Goodin DS (ed) Handbook of clinical neurology, vol 122. Elsevier, Amsterdam, pp 269–290
3.
go back to reference Ziemssen T (2011) Symptom management in patients with multiple sclerosis. J Neurol Sci 311:S48–S52CrossRef Ziemssen T (2011) Symptom management in patients with multiple sclerosis. J Neurol Sci 311:S48–S52CrossRef
4.
go back to reference Zwibel HL, Smrtka J (2011) Improving quality of life in multiple sclerosis: an unmet need. Am J Managed Care 17(5):S139–S145 Zwibel HL, Smrtka J (2011) Improving quality of life in multiple sclerosis: an unmet need. Am J Managed Care 17(5):S139–S145
5.
go back to reference Tobin WO (2019) Management of multiple sclerosis symptoms and comorbidities. Continuum (Minneap Minn) 25(3):753–772 Tobin WO (2019) Management of multiple sclerosis symptoms and comorbidities. Continuum (Minneap Minn) 25(3):753–772
7.
go back to reference Marrie RA, Patten SB, Tremlett H, Wolfson C, Warren S, Svenson LW, Jette N, Fisk J (2016) Sex differences in comorbidity at diagnosis of multiple sclerosis: a population-based study. Neurology 86(14):1279–1286CrossRef Marrie RA, Patten SB, Tremlett H, Wolfson C, Warren S, Svenson LW, Jette N, Fisk J (2016) Sex differences in comorbidity at diagnosis of multiple sclerosis: a population-based study. Neurology 86(14):1279–1286CrossRef
10.
go back to reference Fiest KM, Fisk JD, Patten SB, Tremlett H, Wolfson C, Warren S, McKay KA, Berrigan L, Marrie RA (2015) Comorbidity is associated with pain-related activity limitations in multiple sclerosis. Mult Scler Relat Disord 4(5):470–476CrossRef Fiest KM, Fisk JD, Patten SB, Tremlett H, Wolfson C, Warren S, McKay KA, Berrigan L, Marrie RA (2015) Comorbidity is associated with pain-related activity limitations in multiple sclerosis. Mult Scler Relat Disord 4(5):470–476CrossRef
11.
go back to reference Fiest KM, Fisk JD, Patten SB, Tremlett H, Wolfson C, Warren S, McKay KA, Berrigan LI, Marrie RA (2016) Fatigue and comorbidities in multiple sclerosis. Int J MS Care 18(2):96–104CrossRef Fiest KM, Fisk JD, Patten SB, Tremlett H, Wolfson C, Warren S, McKay KA, Berrigan LI, Marrie RA (2016) Fatigue and comorbidities in multiple sclerosis. Int J MS Care 18(2):96–104CrossRef
12.
go back to reference Taylor BV, Palmer A, Simpson S Jr, Lucas R, Group NS, Simmons RD, Mason D, Pearson J, Clarke G, Sabel C, Willoughby E, Richardson A, Abernethy D (2013) Assessing possible selection bias in a national voluntary MS longitudinal study in Australia. Mult Scler J 19(12):1627–1631. https://doi.org/10.1177/1352458513481511CrossRef Taylor BV, Palmer A, Simpson S Jr, Lucas R, Group NS, Simmons RD, Mason D, Pearson J, Clarke G, Sabel C, Willoughby E, Richardson A, Abernethy D (2013) Assessing possible selection bias in a national voluntary MS longitudinal study in Australia. Mult Scler J 19(12):1627–1631. https://​doi.​org/​10.​1177/​1352458513481511​CrossRef
13.
go back to reference Polman CH, Reingold SC, Banwell B, Clanet M, Cohen JA, Filippi M, Fujihara K, Havrdova E, Hutchinson M, Kappos L, Lublin FD, Montalban X, O'Connor P, Sandberg-Wollheim M, Thompson AJ, Waubant E, Weinshenker B, Wolinsky JS (2011) Diagnostic criteria for multiple sclerosis: 2010 revisions to the McDonald criteria. Ann Neurol 69(2):292–302. https://doi.org/10.1002/ana.22366CrossRefPubMedPubMedCentral Polman CH, Reingold SC, Banwell B, Clanet M, Cohen JA, Filippi M, Fujihara K, Havrdova E, Hutchinson M, Kappos L, Lublin FD, Montalban X, O'Connor P, Sandberg-Wollheim M, Thompson AJ, Waubant E, Weinshenker B, Wolinsky JS (2011) Diagnostic criteria for multiple sclerosis: 2010 revisions to the McDonald criteria. Ann Neurol 69(2):292–302. https://​doi.​org/​10.​1002/​ana.​22366CrossRefPubMedPubMedCentral
16.
go back to reference Zhang Y, Taylor BV, Simpson S Jr, Blizzard L, Palmer AJ, van der Mei I (2020) Validation of 0–10 MS symptom scores in the Australian multiple sclerosis longitudinal study. Mult Scler Relat Disord 39:101895CrossRef Zhang Y, Taylor BV, Simpson S Jr, Blizzard L, Palmer AJ, van der Mei I (2020) Validation of 0–10 MS symptom scores in the Australian multiple sclerosis longitudinal study. Mult Scler Relat Disord 39:101895CrossRef
17.
go back to reference Learmonth YC, Motl RW, Sandroff BM, Pula JH, Cadavid D (2013) Validation of patient determined disease steps (PDDS) scale scores in persons with multiple sclerosis. BMC Neurol 13(1):37CrossRef Learmonth YC, Motl RW, Sandroff BM, Pula JH, Cadavid D (2013) Validation of patient determined disease steps (PDDS) scale scores in persons with multiple sclerosis. BMC Neurol 13(1):37CrossRef
18.
go back to reference Hohol MJ, Orav EJ, Weiner HL (1995) Disease steps in multiple sclerosis: a simple approach to evaluate disease progression. Neurology 45(2):251–255CrossRef Hohol MJ, Orav EJ, Weiner HL (1995) Disease steps in multiple sclerosis: a simple approach to evaluate disease progression. Neurology 45(2):251–255CrossRef
19.
go back to reference Greenland S (1989) Modeling and variable selection in epidemiologic analysis. Am J Public Health 79(3):340–349CrossRef Greenland S (1989) Modeling and variable selection in epidemiologic analysis. Am J Public Health 79(3):340–349CrossRef
20.
go back to reference Kamangar F (2012) Confounding variables in epidemiologic studies: basics and beyond. Arch Iran Med 15:508–516PubMed Kamangar F (2012) Confounding variables in epidemiologic studies: basics and beyond. Arch Iran Med 15:508–516PubMed
22.
go back to reference Azen R, Budescu D (2003) The dominance analysis approach for comparing predictors in multiple regression. Psychol Methods 8:129–148CrossRef Azen R, Budescu D (2003) The dominance analysis approach for comparing predictors in multiple regression. Psychol Methods 8:129–148CrossRef
23.
go back to reference Azen R, Traxel N (2009) Using dominance analysis to determine predictor importance in logistic regression. J Educ Behav Stat 34:319–347CrossRef Azen R, Traxel N (2009) Using dominance analysis to determine predictor importance in logistic regression. J Educ Behav Stat 34:319–347CrossRef
24.
go back to reference Marrie RA (2018) Comorbidities in multiple sclerosis: a clinical resource guide. The Consortium of Multiple Sclerosis Centers (CMSC); Nurse Practitioner Alternatives (NPA); Catamount Medical Education. https://mscomorbidities.com/. Marrie RA (2018) Comorbidities in multiple sclerosis: a clinical resource guide. The Consortium of Multiple Sclerosis Centers (CMSC); Nurse Practitioner Alternatives (NPA); Catamount Medical Education. https://​mscomorbidities.​com/​.
25.
go back to reference Lo LMP, Taylor BV, Winzenberg T, Palmer AJ, Blizzard L, Ahmad H, Hussain MA, Van der Mei I (2020) Estimating the relative contribution of comorbidities in predicting health-related quality of life of people with multiple sclerosis. J Neurol (Accepted) Lo LMP, Taylor BV, Winzenberg T, Palmer AJ, Blizzard L, Ahmad H, Hussain MA, Van der Mei I (2020) Estimating the relative contribution of comorbidities in predicting health-related quality of life of people with multiple sclerosis. J Neurol (Accepted)
26.
go back to reference Sascha G, Jonathan S, Mervin B, Psych C, Morrow SA (2019) Depressive symptoms are associated with more negative functional outcomes than anxiety symptoms in persons with multiple sclerosis. J Neuropsychiatry Clin Neurosci 31(1):37–42CrossRef Sascha G, Jonathan S, Mervin B, Psych C, Morrow SA (2019) Depressive symptoms are associated with more negative functional outcomes than anxiety symptoms in persons with multiple sclerosis. J Neuropsychiatry Clin Neurosci 31(1):37–42CrossRef
27.
go back to reference Bakshi R, Shaikh ZA, Miletich RS, Czarnecki D, Dmochowski J, Henschel K, Janardhan V, Dubey N, Kinkel PR (2000) Fatigue in multiple sclerosis and its relationship to depression and neurologic disability. Mult Scler J 6(3):181–185CrossRef Bakshi R, Shaikh ZA, Miletich RS, Czarnecki D, Dmochowski J, Henschel K, Janardhan V, Dubey N, Kinkel PR (2000) Fatigue in multiple sclerosis and its relationship to depression and neurologic disability. Mult Scler J 6(3):181–185CrossRef
28.
go back to reference Feinstein A (2006) Mood disorders in multiple sclerosis and the effects on cognition. J Neurol Sci 245(1):63–66CrossRef Feinstein A (2006) Mood disorders in multiple sclerosis and the effects on cognition. J Neurol Sci 245(1):63–66CrossRef
29.
go back to reference Morrow SA, Rosehart H, Pantazopoulos K (2015) Anxiety and depressive symptoms are associated with worse performance on objective cognitive tests in MS. J Neuropsychiatry Clin Neurosci 28(2):118–123CrossRef Morrow SA, Rosehart H, Pantazopoulos K (2015) Anxiety and depressive symptoms are associated with worse performance on objective cognitive tests in MS. J Neuropsychiatry Clin Neurosci 28(2):118–123CrossRef
30.
go back to reference Arnett PA, Barwick FH, Beeney JE (2008) Depression in multiple sclerosis: review and theoretical proposal. J Int Neuropsych Soc 14(5):691–724CrossRef Arnett PA, Barwick FH, Beeney JE (2008) Depression in multiple sclerosis: review and theoretical proposal. J Int Neuropsych Soc 14(5):691–724CrossRef
31.
go back to reference ShayestehAzar M, Kariminasab MH, Saravi MS, Abedini M, Fazli M, Hashemi SA, Abdizadeh P (2015) A survey of severity and distribution of musculoskeletal pain in multiple sclerosis patients; a cross-sectional study. Arch Bone Jt Surg 3(2):114–118PubMedPubMedCentral ShayestehAzar M, Kariminasab MH, Saravi MS, Abedini M, Fazli M, Hashemi SA, Abdizadeh P (2015) A survey of severity and distribution of musculoskeletal pain in multiple sclerosis patients; a cross-sectional study. Arch Bone Jt Surg 3(2):114–118PubMedPubMedCentral
33.
go back to reference Marrie RA, Hanwell H (2013) General health issues in multiple sclerosis: comorbidities, secondary conditions, and health behaviors. Continuum (Minneap Minn) 19(4):1046–1057 Marrie RA, Hanwell H (2013) General health issues in multiple sclerosis: comorbidities, secondary conditions, and health behaviors. Continuum (Minneap Minn) 19(4):1046–1057
35.
go back to reference Degenhardt A, Ramagopalan SV, Scalfari A, Ebers GC (2009) Clinical prognostic factors in multiple sclerosis: a natural history review. Nat Rev Neurol 5(12):672–682CrossRef Degenhardt A, Ramagopalan SV, Scalfari A, Ebers GC (2009) Clinical prognostic factors in multiple sclerosis: a natural history review. Nat Rev Neurol 5(12):672–682CrossRef
Metadata
Title
Comorbidities contribute substantially to the severity of common multiple sclerosis symptoms
Authors
Lara Marie Pangan Lo
Bruce V. Taylor
Tania Winzenberg
Andrew J. Palmer
Leigh Blizzard
Ingrid van der Mei
Publication date
01-02-2021
Publisher
Springer Berlin Heidelberg
Published in
Journal of Neurology / Issue 2/2021
Print ISSN: 0340-5354
Electronic ISSN: 1432-1459
DOI
https://doi.org/10.1007/s00415-020-10192-z

Other articles of this Issue 2/2021

Journal of Neurology 2/2021 Go to the issue