This functional near-infrared spectroscopy-based personalized multidomain intervention study aims to prevent cognitive impairment and reduce dementia and cerebrovascular events in 45-74 years old persons with high risk of stroke in China. The primary outcome is 6-months change in global cognitive score measured by a modified National Institute of Neurological Disorders and Stroke and Canadian Stroke Network-Canadian Stroke Network protocol. The investigators hypothesize that the intervention based on functional near-infrared spectroscopy will prevent cognitive decline by the initial 6-months intervention. The long-term primary outcome is the development of dementia and cerebrovascular events during a total of 2 years' follow-up. The investigators hypothesize that the functional near-infrared spectroscopy-based personalized intervention may reduce the 2-year risk of dementia and cerebrovascular events, mainly through the improvement in vascular risk factors control, social activity, and cognitive training activities.
Patients with ≥ 3 stroke risk factors (including hypertension, dyslipidemia, diabetes, atrial fibrillation or valvular heart disease, smoking history, obvious overweight or obesity, lack of exercise, family history of stroke), or with transient ischemic attack, are regarded as patients with high risk of stroke. Studies have indicated that these stroke risk factors might be associated with an increased risk of cerebral small vessel disease (CSVD) progress, glymphatic dysfunction, cognitive decline, dementia, and cerebrovascular events. However, prevention in these patients is largely unknown and the management of these patients is a very troublesome issue. Management on those patients mainly focused on improving lifestyle. Recently, cognitive training has emerged, with change from strategy-oriented paper-and-pencil and instructional training methods to computer-aided cognitive training that is difficulty adaptive and focuses on ability improvement. Studies have shown that the functional state of the brain is more sensitive and specific than the behavioral performance, so it provides a theoretical basis for personalized intervention. Functional near-infrared spectroscopy imaging converts signal values into oxygenated hemoglobin, deoxyhemoglobin, and changes in overall hemoglobin concentration according to Beer-Lambert's law to reflect brain activity levels, which is more convenient than EEG and functional magnetic resonance in collecting task-state signal. By pre-analyzing the correlation between the activation level of each brain region and cognition, the brain area related to cognitive function under each task can be preliminarily obtained, and the patient can be further judged whether the patient needs to be trained for the task according to the activity level of the brain region to achieve the purpose of personalization. The investigators hypothesize that the intervention based on functional near-infrared spectroscopy imaging will reduce cognitive impairment, CSVD progress, and reduce dementia and cerebrovascular events incidence in the study group compared to the control group.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
PREVENTION
Masking
DOUBLE
Enrollment
264
1. Patients will complete personalized cognitive training based on baseline fNIRS on APP (20-30 mins/day, 3-4 days/week, 6 months). 2. Shared decision-making on risk factor of stroke between doctors and patients 3. Social support by grouping patients online to ensure close interaction with other patients in the same arm
Min Lou
Hangzhou, Zhejiang, China
Global cognitive function change assessed with Z-score of a modified National Institute of Neurological Disorders and Stroke and Canadian Stroke Network-Canadian Stroke Network protocol
Primary Outcome
Time frame: 6 months
Cognitive domain change assessed with NINDS-CSN protocol, including working memory, executive function, language, visual motor speed, visual spatial function, memory and recognition
short-term secondary outcome
Time frame: 6 months
Cognitive domain change assessed with NINDS-CSN protocol, including working memory, executive function, language, visual motor speed, visual spatial function, memory and recognition
long-term secondary outcome
Time frame: 2 year
Cognitive function change assessed by Mini-Mental State Examination (minimum value = 0, maximum value = 30, and higher scores mean a better outcome)
short-term secondary outcome
Time frame: 6 months
Cognitive function change assessed by Mini-Mental State Examination (minimum value = 0, maximum value = 30, and higher scores mean a better outcome)
long-term secondary outcome
Time frame: 2 year
Cognitive function change assessed by Montreal Cognitive Assessment (minimum value = 0, maximum value = 30, and higher scores mean a better outcome)
short-term secondary outcome
Time frame: 6 months
Cognitive function change assessed by Montreal Cognitive Assessment (minimum value = 0, maximum value = 30, and higher scores mean a better outcome)
long-term secondary outcome
Time frame: 2 year
Signal change of resting-state functional near-infrared spectroscopy
short-term secondary outcome
Time frame: 6 months
Signal change of resting-state functional near-infrared spectroscopy
long-term secondary outcome
Time frame: 2 year
Activation changes of task functional near-infrared spectroscopy
short-term secondary outcome
Time frame: 6 months
Activation changes of task functional near-infrared spectroscopy
long-term secondary outcome
Time frame: 2 year
Changes in image markers (WMHs, lacunes, microbleeds, perivascular spaces, brain atrophy, micro-infarcts) of CSVD assessed on MRI
short-term secondary outcome
Time frame: 6 months
Changes in image markers (WMHs, lacunes, microbleeds, perivascular spaces, brain atrophy, micro-infarcts) of CSVD assessed on MRI
long-term secondary outcome
Time frame: 2 year
Changes in functional network-related characteristics assessed by fMRI, including intra- and inter-network connectivity, graph theory, and dynamic functional connectivity
short-term secondary outcome
Time frame: 6 months
Changes in functional network-related characteristics assessed by fMRI, including intra- and inter-network connectivity, graph theory, and dynamic functional connectivity
long-term secondary outcome
Time frame: 2 year
Changes in cerebral glymphatic function assessed by non-invasive diffusion tensor image analysis along the perivascular space (ALPS-index)
short-term secondary outcome
Time frame: 6 months
Changes in cerebral glymphatic function assessed by non-invasive diffusion tensor image analysis along the perivascular space (ALPS-index)
long-term secondary outcome
Time frame: 2 year
Changes in metabolite composition to measure the change of metabolite profiles in participants' faecal samples and serum samples
short-term secondary outcome; metabolite composition was analyzed via liquid chromatography tandem mass spectrometry (LC-MS/MS)
Time frame: 6 months
Changes in metabolite composition to measure the change of metabolite profiles in participants' faecal samples and serum samples
long-term secondary outcome; metabolite composition was analyzed via liquid chromatography tandem mass spectrometry (LC-MS/MS)
Time frame: 2 year
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