Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2013 Aug 1;8(8):e71058.
doi: 10.1371/journal.pone.0071058. Print 2013.

Modeling of cognitive impairment by disease duration in multiple sclerosis: a cross-sectional study

Affiliations

Modeling of cognitive impairment by disease duration in multiple sclerosis: a cross-sectional study

Anat Achiron et al. PLoS One. .

Abstract

Background/aims: Large-scale population studies measuring rates and dynamics of cognitive decline in multiple sclerosis (MS) are lacking. In the current cross-sectional study we evaluated the patterns of cognitive impairment in MS patients with disease duration of up to 30 years.

Methods: 1,500 patients with MS were assessed by a computerized cognitive battery measuring verbal and non-verbal memory, executive function, visual spatial perception, verbal function, attention, information processing speed and motor skills. Cognitive impairment was defined as below one standard deviation (SD) and severe cognitive impairment as below 2SD for age and education matched healthy population norms.

Results: Cognitive performance in our cohort was poorer than healthy population norms. The most frequently impaired domains were information processing speed and executive function. MS patients with secondary-progressive disease course performed poorly compared with clinically isolated syndrome, relapsing-remitting and primary progressive MS patients. By the fifth year from disease onset, 20.9% of patients performed below the 1SD cutoff for impairment, p=0.005, and 6.0% performed below the 2SD cutoff for severe cognitive impairment, p=0.002. By 10 years from onset 29.3% and 9.0% of patients performed below the 1SD and 2SD cutoffs, respectively, p=0.0001. Regression modeling suggested that cognitive impairment may precede MS onset by 1.2 years.

Conclusions: The rates of cognitive impairment in this large sample of MS patients were lower than previously reported and severe cognitive impairment was evident only in a relatively small group of patients. Cognitive impairment differed significantly from expected normal distribution only at five years from onset, suggesting the existence of a therapeutic window during which patients may benefit from interventions to maintain cognitive health.

PubMed Disclaimer

Conflict of interest statement

Competing Interests: Doniger M. Glen, PhD, and Hararai Gil, MSc Eng, are employed by a commercial company (NeuroTrax Corporation and MediStat Ltd). This does not alter the authors’ adherence to all the PLOS ONE policies on sharing data and materials.

Figures

Figure 1
Figure 1. PCA of cognitive performance in MS.
PCA of cognitive performance in CIS patients (N = 187, blue dots), RRMS patients (N = 1173, green dots), SPMS patients (N = 100, purple dots) and PPMS patients (N = 27, red dots) demonstrates that cognitive performance in the different disease types are clustered together with a probability of 76.8%. Each dot represents how the sample (subject) is localized in space on the basis of its cognitive performance. The distance between any pair of points is related to the similarity between the two observations in high-dimensional (3D) space.
Figure 2
Figure 2. Cognitive performance as a function of MS disease duration.
Cognitive performance for MS patients with disease durations of 1 to 30 years (5-year intervals) with 95% confidence intervals for GCS (A) and individual cognitive domains (B–H), N = 1500.
Figure 3
Figure 3. Percent of MS patients with cognitive impairment by disease duration.
The percent of patients with impairment in GCS at a cutoff of 85 (1SD below the normalized mean, white bars) and at a cutoff of 70 (2SD below the normalized mean, black bars) is presented by disease duration. The dashed bars represent the percent of patients with GCS ≥85. N = number of patients; *p≤0.005; **p<0.001; ***p<0.05.
Figure 4
Figure 4. Cognitive performance by GCS within the first year from MS onset, N = 187.

References

    1. Achiron A, Barak Y (2006) Cognitive changes in early MS: a call for a common framework. J Neurol Sci 245: 47–51. - PubMed
    1. Staples D, Lincoln NB (1979) Intellectual impairment in multiple sclerosis and its relation to functional abilities. Rheumatol Rehabil 18: 153–160. - PubMed
    1. Medaer R, De Smedt L, Swerts M, Geutjens J (1984) Use of rating scales to reflect cognitive and mental functioning in multiple sclerosis. Acta Neurol Scand Suppl 101: 65–67. - PubMed
    1. Patti F, Amato MP, Trojano M, Bastianello S, Tola MR, et al. (2009) COGIMUS Study Group. Cognitive impairment and its relation with disease measures in mildly disabled patients with relapsing-remitting multiple sclerosis: baseline results from the Cognitive Impairment in Multiple Sclerosis (COGIMUS) study. Mult Scler 15: 779–788. - PubMed
    1. McIntosh-Michaelis SA, Roberts MH, Wilkinson SM, Diamond ID, McLellan DL, et al. (1991) The prevalence of cognitive impairment in a community survey of multiple sclerosis. Br J Clin Psychol 30: 333–348. - PubMed

Publication types