Network analysis of impulse dyscontrol in mild cognitive impairment and subjective cognitive decline
Background: Impulse dyscontrol is a common feature in neurodegenerative diseases but challenging to conceptualize. It has also been shown that impulsivity could be one of the earliest neuropsychiatric symptoms emerging in advance of dementia. Both frequent and rare symptoms of impulse dyscontrol are recognized, as are interpersonal and generalized symptoms, but the relationships between these different symptoms remain poorly understood. To address this gap, we examine the network structure of impulse dyscontrol in at-risk states for dementia.Methods: We estimated network models of the Mild Behavioral Impairment-Checklist impulse dyscontrol subscale in 235 patients with mild cognitive impairment (n=159) or subjective cognitive decline (n=76) from the Prospective Study for Persons with Memory Symptoms dataset. Frequency of the symptoms was also examined.Results: Stubbornness/rigidity, agitation/aggressiveness, and argumentativeness were frequent and the most central symptoms in the network. Impulsivity, the fourth most central symptom in the network, served as the bridge between these common symptoms and less central and rare symptoms.Conclusions: Impulse dyscontrol in at-risk states for dementia is characterized by closely connected symptoms of irritability, agitation and rigidity. Compulsions and difficulties in regulating rewarding behaviors are relatively isolated symptoms. Future studies could augment network models of impulse dyscontrol with cognitive and neuroimaging variables in addition to examining the replicability and generalizability of networks across populations and disease states.