BACKGROUND AND PURPOSEEfficacy of restorative cognitive rehabilitation can be predicted from baseline patient factors. In addition, patient profiles of functional connectivity are associated with cognitive reserve and moderate the structure‐cognition relationship in people with multiple sclerosis (PwMS). Such interactions may help predict which PwMS will benefit most from cognitive rehabilitation. Our objective was to determine whether patient response to restorative cognitive rehabilitation is predictable from baseline structural network disruption and whether this relationship is moderated by functional connectivity.METHODSFor this single‐arm repeated measures study, we recruited 25 PwMS for a 12‐week program. Following magnetic resonance imaging, participants were tested using the Symbol Digit Modalities Test (SDMT) pre‐ and postrehabilitation. Baseline patterns of structural and functional connectivity were characterized relative to healthy controls.RESULTSLower white matter tract disruption in a network of region‐pairs centered on the precuneus and posterior cingulate (default‐mode network regions) predicted greater postrehabilitation SDMT improvement (P = .048). This relationship was moderated by profiles of functional connectivity within the network (R2 = .385, P = .017, Interaction β = –.415).CONCLUSIONPatient response to restorative cognitive rehabilitation is predictable from the interaction between structural network disruption and functional connectivity in the default‐mode network. This effect may be related to cognitive reserve.
Background: The sequence in which cognitive domains become impaired in multiple sclerosis (MS) is yet to be formally demonstrated. It is unclear whether processing speed dysfunction temporally precedes other cognitive impairments, such as memory and executive function. Objective: Determine the order in which different cognitive domains become impaired in MS and validate these findings using clinical and vocational outcomes. Methods: In a longitudinal sample of 1073 MS patients and 306 healthy controls, we measured performance on multiple, consensus-standard, neurocognitive tests. We used an event-based staging approach to model the sequence in which cognitive domains become impaired. Linear and logistic mixed-effects models were used to explore associations between stages of impairment, neurological disability, and employment status. Results: Our model suggested that the order of impairments was as follows: processing speed, visual learning, verbal learning, working memory/attention, and executive function. Stage of cognitive impairment predicted greater neurological disability, β = 0.16, SE = 0.02, p < 0.001, and probability of unemployment, β = 1.14, SE = 0.001, p < 0.001. Conclusion: This is the first study to introduce a cognitive staging and stratification system for MS. Findings underscore the importance of using the Symbol Digit Modalities Test in routine screening for cognitive impairment and memory testing to assess patients later in disease evolution.
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