Predicting cognitive decline in multiple sclerosis: a 5-year follow-up study

被引:154
|
作者
Eijlers, Anand J. C. [1 ]
van Geest, Quinten [1 ]
Dekker, Iris [2 ,3 ]
Steenwijk, Martijn D. [1 ]
Meijer, Kim A. [1 ]
Hulst, Hanneke E. [1 ]
Barkhof, Frederik [2 ,4 ,5 ]
Uitdehaag, Bernard M. J. [3 ]
Schoonheim, Menno M. [1 ]
Geurts, Jeroen J. G. [1 ]
机构
[1] Vrije Univ Amsterdam Med Ctr, Amsterdam Neurosci, Dept Anat & Neurosci, MS Ctr Amsterdam, Amsterdam, Netherlands
[2] Vrije Univ Amsterdam Med Ctr, Amsterdam Neurosci, Dept Radiol & Nucl Med, MS Ctr Amsterdam, Amsterdam, Netherlands
[3] Vrije Univ Amsterdam Med Ctr, Amsterdam Neurosci, Dept Neurol, MS Ctr Amsterdam, Amsterdam, Netherlands
[4] UCL, Inst Neurol, London, England
[5] UCL, Inst Healthcare Engn, London, England
关键词
multiple sclerosis; MRI; cognition; atrophy; longitudinal; GRAY-MATTER ATROPHY; CLINICALLY ISOLATED SYNDROME; BRIEF REPEATABLE BATTERY; DEEP GREY-MATTER; THALAMIC ATROPHY; NORMATIVE VALUES; CORTICAL ATROPHY; IMPAIRMENT; RESERVE; LESIONS;
D O I
10.1093/brain/awy202
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Cognitive decline is common in multiple sclerosis and strongly affects overall quality of life. Despite the identification of cross-sectional MRI correlates of cognitive impairment, predictors of future cognitive decline remain unclear. The objective of this study was to identify which MRI measures of structural damage, demographic and/or clinical measures at baseline best predict cognitive decline, during a 5-year follow-up period. A total of 234 patients with clinically definite multiple sclerosis and 60 healthy control subjects were examined twice, with a 5-year interval (mean = 4.9 years, standard deviation = 0.9). An extensive neuropsychological evaluation was performed at both time points and the reliable change index was computed to evaluate cognitive decline. Both whole-brain and regional MRI (3 T) measures were assessed at baseline, including white matter lesion volume, diffusion-based white matter integrity, cortical and deep grey matter volume. Logistic regression analyses were performed to determine which baseline measures best predicted cognitive decline in the entire sample as well as in early relapsing-remitting (symptom duration <10 years), late relapsing-remitting (symptom duration >= 10 years) and progressive phenotypes. At baseline, patients with multiple sclerosis had a mean disease duration of 14.8 (standard deviation = 8.4) years and 96/234 patients (41%) were classified as cognitively impaired. A total of 66/234 patients (28%) demonstrated cognitive decline during follow-up, with higher frequencies in progressive compared to relapsing-remitting patients: 18/33 secondary progressive patients (55%), 10/19 primary progressive patients (53%) and 38/182 relapsing-remitting patients (21%). A prediction model that included only whole-brain MRI measures (Nagelkerke R-2 = 0.22, P < 0.001) showed cortical grey matter volume as the only significant MRI predictor of cognitive decline, while a prediction model that assessed regional MRI measures (Nagelkerke R-2 = 0.35, P < 0.001) indicated integrity loss of the anterior thalamic radiation, lesions in the superior longitudinal fasciculus and temporal atrophy as significant MRI predictors for cognitive decline. Disease stage specific regressions showed that cognitive decline in early relapsing-remitting multiple sclerosis was predicted by white matter integrity damage, while cognitive decline in late relapsing-remitting and progressive multiple sclerosis was predicted by cortical atrophy. These results indicate that patients with more severe structural damage at baseline, and especially cortical atrophy, are more prone to suffer from cognitive decline. New studies now need to further elucidate the underlying mechanisms leading to cortical atrophy, evaluate the value of including cortical atrophy as a possible outcome marker in clinical trials as well as study its potential use in individual patient management.
引用
下载
收藏
页码:2605 / 2618
页数:14
相关论文
共 50 条
  • [21] Associations between Trace Elements and Cognitive Decline: An Exploratory 5-Year Follow-Up Study of an Elderly Cohort
    Gerardo, Bianca
    Pinto, Marina Cabral
    Nogueira, Joana
    Pinto, Paula
    Almeida, Agostinho
    Pinto, Edgar
    Marinho-Reis, Paula
    Diniz, Luisa
    Moreira, Paula, I
    Simoes, Mario R.
    Freitas, Sandra
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 17 (17) : 1 - 18
  • [22] Safety profile of mitoxantrone in a cohort of 802 multiple sclerosis patients: a 5-year mean follow-up study
    Le Page, E
    Brochet, B
    Clanet, M
    Clavelou, P
    Confavreux, C
    Debouverie, M
    Lebrun, C
    Lubetzki, C
    Madigand, M
    Pelletier, J
    Roullet, E
    Rumbach, L
    Leray, E
    Brassat, D
    Heinzlef, O
    Edan, G
    MULTIPLE SCLEROSIS, 2004, 10 (7032): : S266 - S267
  • [23] Safety profile of mitoxantrone in a French cohort of 802 multiple sclerosis patients: A 5-year follow-up study
    Le Page, E
    Leray, E
    Brochet, B
    Clanet, M
    Clavelou, P
    Confavreux, C
    Debouverie, M
    Lebrun, C
    Lubetzki, C
    Madigand, M
    Pelletier, J
    Roullet, E
    Rumbach, L
    Edan, G
    NEUROLOGY, 2006, 66 (05) : A63 - A63
  • [24] PARTICIPATION IN A MULTIPLE SCREENING CLINIC WITH 5-YEAR FOLLOW-UP
    WYLIE, CM
    PUBLIC HEALTH REPORTS, 1961, 76 (07) : 596 - 602
  • [25] EXERCISE ELECTROCARDIOGRAMS IN A 5-YEAR FOLLOW-UP STUDY
    ASTRAND, I
    ACTA MEDICA SCANDINAVICA, 1963, 173 (03): : 257 - +
  • [26] A 5-year follow-up study of suicide attempts
    Fridell, EJ
    Ojehagen, A
    TraskmanBendz, L
    ACTA PSYCHIATRICA SCANDINAVICA, 1996, 93 (03) : 151 - 157
  • [27] OVARIAN MESENCHYMOMAS - A 5-YEAR FOLLOW-UP STUDY
    DIDDLE, AW
    DEVEREUX, WP
    OBSTETRICS AND GYNECOLOGY, 1959, 13 (03): : 294 - 298
  • [28] SERIAL MAGNETIC-RESONANCE-IMAGING IN MULTIPLE-SCLEROSIS - A 5-YEAR FOLLOW-UP
    THOMPSON, AJ
    LOSSEFF, NA
    MILLER, DH
    ANNALS OF NEUROLOGY, 1995, 38 (02) : 294 - 294
  • [29] 5-YEAR FOLLOW-UP STUDY OF CONDOM CASES
    NADKARNI, MW
    VIRKAR, KD
    JOURNAL OF FAMILY WELFARE, 1967, 14 (01): : 50 - 55
  • [30] CHEMONUCLEOLYSIS - 5-YEAR FOLLOW-UP
    DAY, PL
    CLINICAL ORTHOPAEDICS AND RELATED RESEARCH, 1975, (109) : 214 - 214