TY - JOUR
T1 - A randomized trial predicting response to cognitive rehabilitation in multiple sclerosis
T2 - Is there a window of opportunity?
AU - Prouskas, Stefanos E
AU - Schoonheim, Menno M
AU - Huiskamp, Marijn
AU - Steenwijk, Martijn D
AU - Gehring, Karin
AU - Barkhof, Frederik
AU - de Jong, Brigit A
AU - Sitskoorn, Margriet M
AU - Geurts, Jeroen J.G.
AU - Hulst, Hanneke E
N1 - This study was supported by the Dutch MS Research foundation (grant no. 12-799 MS).
PY - 2022
Y1 - 2022
N2 - Background: Cognitive training elicits mild-to-moderate improvements in cognitive functioning in people with multiple sclerosis (PwMS), although response heterogeneity limits overall effectiveness.Objective: To identify patient characteristics associated with response and non-response to cognitive training.Methods: Eighty-two PwMS were randomized into a 7-week attention training ( n = 58, age = 48.4 ± 10.2 years) or a waiting-list control group ( n = 24, age = 48.5 ± 9.4 years). Structural and functional magnetic resonance imaging (MRI) was obtained at baseline and post-intervention. Twenty-one healthy controls (HCs, age = 50.27 ± 10.15 years) were included at baseline. Responders were defined with a reliable change index of 1.64 on at least 2/6 cognitive domains. General linear models and logistic regression were applied. Results: Responders ( n = 36) and non-responders ( n = 22) did not differ on demographics, clinical variables and baseline cognition and structural MRI. However, non-responders exhibited a higher baseline functional connectivity (FC) between the default-mode network (DMN) and the ventral attention network (VAN), compared with responders ( p = 0.018) and HCs ( p = 0.001). Conversely, responders exhibited no significant baseline differences in FC compared with HCs. Response to cognitive training was predicted by lower DMN-VAN FC ( p = 0.004) and DMN-frontoparietal FC ( p = 0.029) (Nagelkerke R 2 = 0.25). Conclusion: An intact pre-intervention FC is associated with cognitive training responsivity in pwMS, suggesting a window of opportunity for successful cognitive interventions.
AB - Background: Cognitive training elicits mild-to-moderate improvements in cognitive functioning in people with multiple sclerosis (PwMS), although response heterogeneity limits overall effectiveness.Objective: To identify patient characteristics associated with response and non-response to cognitive training.Methods: Eighty-two PwMS were randomized into a 7-week attention training ( n = 58, age = 48.4 ± 10.2 years) or a waiting-list control group ( n = 24, age = 48.5 ± 9.4 years). Structural and functional magnetic resonance imaging (MRI) was obtained at baseline and post-intervention. Twenty-one healthy controls (HCs, age = 50.27 ± 10.15 years) were included at baseline. Responders were defined with a reliable change index of 1.64 on at least 2/6 cognitive domains. General linear models and logistic regression were applied. Results: Responders ( n = 36) and non-responders ( n = 22) did not differ on demographics, clinical variables and baseline cognition and structural MRI. However, non-responders exhibited a higher baseline functional connectivity (FC) between the default-mode network (DMN) and the ventral attention network (VAN), compared with responders ( p = 0.018) and HCs ( p = 0.001). Conversely, responders exhibited no significant baseline differences in FC compared with HCs. Response to cognitive training was predicted by lower DMN-VAN FC ( p = 0.004) and DMN-frontoparietal FC ( p = 0.029) (Nagelkerke R 2 = 0.25). Conclusion: An intact pre-intervention FC is associated with cognitive training responsivity in pwMS, suggesting a window of opportunity for successful cognitive interventions.
KW - Adult
KW - Brain
KW - Brain Mapping/methods
KW - Cognition Disorders
KW - Cognition/physiology
KW - Humans
KW - Magnetic Resonance Imaging/methods
KW - Middle Aged
KW - Multiple Sclerosis/complications
UR - http://www.scopus.com/inward/record.url?scp=85133403376&partnerID=8YFLogxK
U2 - 10.1177/13524585221103134
DO - 10.1177/13524585221103134
M3 - Article
C2 - 35765748
SN - 1352-4585
VL - 28
SP - 2124
EP - 2136
JO - Multiple Sclerosis
JF - Multiple Sclerosis
IS - 13
ER -