Cognitive reserve and cortical atrophy in multiple sclerosis
A longitudinal study
Abstract
Objective:
To test the cognitive reserve (CR) hypothesis in the model of multiple sclerosis (MS) by assessing the interactions among CR, brain atrophy, and cognitive efficiency in patients with relapsing-remitting MS.
Methods:
A Cognitive Reserve Index was calculated including education, premorbid leisure activities, and IQ. Brain atrophy was assessed through magnetic resonance quantitative parameters of normalized total brain volume and normalized cortical volume. Cognitive function was measured using Rao's Brief Repeatable Battery.
Results:
Fifty-two patients with relapsing-remitting MS were evaluated at baseline and 35 of them were reassessed after a 1.6-year follow-up period. At baseline, higher CR predicted better performance on most of the Brief Repeatable Battery tests, independent of brain atrophy and clinical and demographic characteristics (p ≤ 0.021). An interaction between CRI and normalized cortical volume predicted better cognitive performance on tasks of verbal memory and attention/information processing speed (p < 0.005). However, at the follow-up examination, progressing cortical atrophy (β = 0.45; p = 0.008) and older age (β = −0.33; p = 0.044) were the only predictors of deteriorating cognitive performance.
Conclusions:
Our findings suggest that higher CR in individuals with MS may mediate between cognitive performance and brain pathology. CR-related compensation may, however, fail with progression of damage. The time window of opportunity for therapeutic approaches aimed at intellectual enhancement most likely lies in the earliest disease stages.
Get full access to this article
View all available purchase options and get full access to this article.
REFERENCES
1.
Chiaravalloti ND, DeLuca J. Cognitive impairment in multiple sclerosis. Lancet Neurol 2008;7:1139–1151.
2.
Benedict RH, Zivadinov R. Risk factors for and management of cognitive dysfunction in multiple sclerosis. Nat Rev Neurol 2011;7:332–342.
3.
Amato MP, Ponziani G, Siracusa G, Sorbi S. Cognitive dysfunction in early-onset multiple sclerosis: a reappraisal after 10 years. Arch Neurol 2001;58:1602–1606.
4.
Amato MP, Ponziani G, Pracucci G, Bracco L, Siracusa G, Amaducci L. Cognitive impairment in early-onset multiple sclerosis: pattern, predictors, and impact on everyday life in a 4-year follow-up. Arch Neurol 1995;52:168–172.
5.
Filippi M, Rocca MA, Benedict RH, et al. The contribution of MRI in assessing cognitive impairment in multiple sclerosis. Neurology 2010;75:2121–2128.
6.
Stern Y. Cognitive reserve. Neuropsychologia 2009;47:2015–2028.
7.
Sumowski JF, Wylie GR, Gonnella A, Chiaravalloti N, Deluca J. Premorbid cognitive leisure independently contributes to cognitive reserve in multiple sclerosis. Neurology 2010;75:1428–1431.
8.
Benedict RH, Morrow SA, Weinstock Guttman B, Cookfair D, Schretlen DJ. Cognitive reserve moderates decline in information processing speed in multiple sclerosis patients. J Int Neuropsychol Soc 2010;16:829–835.
9.
Sumowski JF, Wylie GR, Deluca J, Chiaravalloti N. Intellectual enrichment is linked to cerebral efficiency in multiple sclerosis: functional magnetic resonance imaging evidence for cognitive reserve. Brain 2010;133:362–374.
10.
Sumowski JF, Chiaravalloti N, Wylie G, Deluca J. Cognitive reserve moderates the negative effect of brain atrophy on cognitive efficiency in multiple sclerosis. J Int Neuropsychol Soc 2009;15:606–612.
11.
Sumowski JF, Chiaravalloti N, Leavitt VM, Deluca J. Cognitive reserve in secondary progressive multiple sclerosis. Mult Scler 2012;18:1454–1458.
12.
Sumowski JF, Chiaravalloti N, DeLuca J. Cognitive reserve protects against cognitive dysfunction in multiple sclerosis. J Clin Exp Neuropsychol 2009;31:913–926.
13.
Schwartz CE, Snook E, Quaranto B, Benedict RH, Vollmer T. Cognitive reserve and patient-reported outcomes in multiple sclerosis. Mult Scler 2013;19:87–105.
14.
Polman CH, Reingold SC, Edan G, et al. Diagnostic criteria for multiple sclerosis: 2005 revisions to the "McDonald Criteria." Ann Neurol 2005;58:840–846.
15.
Kurtzke JF. Rating neurologic impairment in multiple sclerosis: an expanded disability status scale (EDSS). Neurology 1983;33:1444–1452.
16.
Rao SA. Manual for the Brief Repeatable Battery of Neuropsychological Tests in Multiple Sclerosis. Milwaukee: Medical College of Wisconsin; 1990.
17.
Amato MP, Portaccio E, Goretti B, et al. The Rao's Brief Repeatable Battery and Stroop Test: normative values with age, education and gender corrections in an Italian population. Mult Scler 2006;12:787–793.
18.
Portaccio E, Goretti B, Zipoli V, et al. Reliability, practice effects, and change indices for Rao's Brief Repeatable Battery. Mult Scler 2010;16:611–617.
19.
Jacobson NS, Truax P. Clinical significance: a statistical approach to defining meaningful change in psychotherapy research. J Consult Clin Psychol 1991;59:12–19.
20.
Chelune GJ, Naugle RI, Luders H, Sedlak J, Awad IA. Individual change after epilepsy surgery: practice effects and base-rate information. Neuropsychology 1993;7:41–52.
21.
Colombo L, Sartori G, Brivio C. La stima del quoziente intellettivo tramite l'applicazione del TIB (test di intelligenza breve). G Ital Psicol 2002;3:613–637.
22.
Verghese J, Lipton RB, Katz MJ, et al. Leisure activities and the risk of dementia in the elderly. N Engl J Med 2003;348:2508–2516.
23.
Scarmeas N, Levy G, Tang MX, Manly J, Stern Y. Influence of leisure activity on the incidence of Alzheimer's disease. Neurology 2001;57:2236–2242.
24.
Wilson RS, Mendes De Leon CF, Barnes LL, et al. Participation in cognitively stimulating activities and risk of incident Alzheimer disease. JAMA 2002;287:742–748.
25.
Scarmeas N, Zarahn E, Anderson KE, et al. Association of life activities with cerebral blood flow in Alzheimer disease: implications for the cognitive reserve hypothesis. Arch Neurol 2003;60:359–365.
26.
Smith SM, Zhang Y, Jenkinson M, et al. Accurate, robust, and automated longitudinal and cross-sectional brain change analysis. Neuroimage 2002;17:479–489.
27.
Benedict RH, Duquin JA, Jurgensen S, et al. Repeated assessment of neuropsychological deficits in multiple sclerosis using the Symbol Digit Modalities Test and the MS Neuropsychological Screening Questionnaire. Mult Scler 2008;14:940–946.
28.
Bonnet MC, Deloire MS, Salort E, Dousset V, Petry KG, Brochet B; AQUISEP Study Group. Evidence of cognitive compensation associated with educational level in early relapsing-remitting multiple sclerosis. J Neurol Sci 2006;251:23–28.
29.
Sumowski JF, Wylie GR, Chiaravalloti N, DeLuca J. Intellectual enrichment lessens the effect of brain atrophy on learning and memory in multiple sclerosis. Neurology 2010;74:1942–1945.
30.
Amato MP, Bartolozzi ML, Zipoli V, et al. Neocortical volume decrease in relapsing-remitting MS patients with mild cognitive impairment. Neurology 2004;63:89–93.
31.
Amato MP, Portaccio E, Goretti B, et al. Association of neocortical volume changes with cognitive deterioration in relapsing-remitting multiple sclerosis. Arch Neurol 2007;64:1157–1161.
32.
Calabrese M, Agosta F, Rinaldi F, et al. Cortical lesions and atrophy associated with cognitive impairment in relapsing-remitting multiple sclerosis. Arch Neurol 2009;66:1144–1150.
33.
Zipoli V, Goretti B, Hakiki B, et al. Cognitive impairment predicts conversion to multiple sclerosis in clinically isolated syndromes. Mult Scler 2010;16:62–67.
34.
Amato MP, Hakiki B, Goretti B, et al. Association of MRI metrics and cognitive impairment in radiologically isolated syndromes. Neurology 2012;78:309–314.
Information & Authors
Information
Published In
Copyright
© 2013 American Academy of Neurology.
Publication History
Received: August 8, 2012
Accepted: January 2, 2013
Published in print: May 7, 2013
Published online: September 26, 2023
Authors
Author Contributions
Prof. Amato: drafting/revising the manuscript for content, including medical writing; study concept and design; analysis and interpretation of data; study supervision and coordination. Dr. Razzolini: data collection; drafting/revising the manuscript for content, including medical writing; analysis and interpretation of data. Dr. Goretti: neuropsychological data collection; drafting/revising the manuscript for content, including medical writing; analysis and interpretation of data. Dr. Stromillo, Dr. Rossi, and Dr. Giorgio: MRI data collection; drafting/revising the manuscript for content, including medical writing; analysis and interpretation of data. Dr. Hakikia, Dr. Giannini, and Dr. Pastò: data collection; drafting/revising the manuscript for content, including medical writing; analysis and interpretation of data. Dr. Portaccio: data collection; drafting/revising the manuscript for content, including medical writing; statistical analysis; study design; analysis and interpretation of data. Prof. De Stefano: drafting/revising the manuscript for content, including medical writing; study concept and design; analysis and interpretation of data; coordination of MRI data collection and interpretation.
Disclosure
M.P. Amato serves on scientific advisory boards for Biogen-Idec, Merck Serono, Bayer Schering, Teva, and Sanofi-Aventis and receives research support and honoraria for speaking from Biogen-Idec, Merck Serono, Bayer Schering, Teva, Novartis, and Sanofi-Aventis. L. Razzolini has received research support from Novartis. B. Goretti has received research support from Biogen-Idec, Merck Serono, Bayer Schering, Teva, and Sanofi-Aventis and receives honoraria for speaking from Biogen-Idec and Teva. M.L. Stromillo, F. Rossi, and A. Giorgio report no disclosures. B. Hakiki receives research support from Merck Serono and Novartis. M. Giannini and L. Pastò report no disclosures. E. Portaccio serves on scientific advisory boards for Biogen-Idec, Merck Serono, and Bayer Schering and receives research support and honoraria for speaking from Biogen-Idec, Merck Serono, Bayer Schering, Teva, Novartis, and Sanofi-Aventis. N. De Stefano serves on a scientific advisory board for Merck Serono; has received funding for travel from Teva Pharmaceutical Industries Ltd. and Merck Serono; has received speaker honoraria from Teva Pharmaceutical Industries Ltd., BioMS Medical, Biogen-Dompé AG, Bayer Schering Pharma, and Merck Serono; and receives research support from the Italian MS Society. Go to Neurology.org for full disclosures.
Study Funding
No targeted funding reported.
Metrics & Citations
Metrics
Citations
Download Citations
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Select your manager software from the list below and click Download.
Cited By
- Clinical Profiles in Multiple Sclerosis: Cognitive Reserve and Motor Impairment along Disease Duration, Behavioral Sciences, 13, 9, (708), (2023).https://doi.org/10.3390/bs13090708
- The impact of disease modifying therapies on cognitive functions typically impaired in multiple sclerosis patients: a clinician’s review, Frontiers in Neurology, 14, (2023).https://doi.org/10.3389/fneur.2023.1222574
- Cognitive reserve index and long-term disability in patients with severe traumatic brain injury discharged from the intensive rehabilitation unit, Frontiers in Neurology, 14, (2023).https://doi.org/10.3389/fneur.2023.1106989
- Depressive symptoms, anxiety and cognitive impairment: emerging evidence in multiple sclerosis, Translational Psychiatry, 13, 1, (2023).https://doi.org/10.1038/s41398-023-02555-7
- Exploring the relation between reserve and fatigue in multiple sclerosis, Multiple Sclerosis and Related Disorders, 76, (104842), (2023).https://doi.org/10.1016/j.msard.2023.104842
- Sensitivity of conventional cognitive tests in multiple sclerosis: Application of item response theory, Multiple Sclerosis and Related Disorders, 69, (104440), (2023).https://doi.org/10.1016/j.msard.2022.104440
- Brain and cognitive reserve mitigate balance dysfunction in multiple sclerosis, Neurological Sciences, (2023).https://doi.org/10.1007/s10072-023-06951-1
- Non-pharmacological Approaches Based on Mind-Body Medicine to Enhancement of Cognitive and Brain Reserve in Humans, Neurobiological and Psychological Aspects of Brain Recovery, (151-175), (2023).https://doi.org/10.1007/978-3-031-24930-3_7
- Cognitive Decline in Older People with Multiple Sclerosis—A Narrative Review of the Literature, Geriatrics, 7, 3, (61), (2022).https://doi.org/10.3390/geriatrics7030061
- Long-term Cognitive Outcomes and Socioprofessional Attainment in People With Multiple Sclerosis With Childhood Onset, Neurology, 98, 16, (e1626-e1636), (2022)./doi/10.1212/WNL.0000000000200115
- See more
Loading...
View Options
Get Access
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Personal login Institutional LoginPurchase Options
Purchase this article to get full access to it.