الملخص
Cognitive impairment is a common dysfunction after central nervous system disease or injury, which seriously affects the daily life of patients and brings heavy economic burdens to the family and society. Neurofeedback training (NFT) based on electroencephalography (EEG) is a non-invasive method of neuroregulation, which can improve cognitive function and behavior by autonomously adjusting brain function through feedback. This paper reviews the application of EEG signal-based neurofeedback training in cognitive rehabilitation, and discusses the current problems and future development trends in this field, so as to provide new ideas for clinical research and treatment of cognitive disorders.
الملخص
Depression is one of the most common mental disorders, which can be accompanied by cognitive symptoms in addition to core symptoms.With the improvement of the awareness of the disease, people pay more attention to the cognitive symptoms of depression. The cognitive impairment of patients not only appears in the onset of the disease, but also persists during the remission of the disease, which has a negative impact on the patients’ social function. Some cognitive assessment tools such as cognitive tests, event-related potential(ERP) and eye movement tracking technology have been used to assess cognitive impairment in patients with depression, which show that there are multidimensional cognitive impairments. Some therapeutic methods such as exercise therapy, repetitive transcranial magnetic stimulation(rTMS) and drug therapy have shown the potential to improve the cognitive function of patients with depression. This article reviews related researches in recent years to explore the cognitive impairment and therapeutic methods of patients with depression.
الملخص
Children′s neurological diseases can cause problems in structure and function of the brain, which is often accompanied by cognitive impairment.They have a great influence on children′s intellectual development and social life, so assessing cognitive function earlier is particularly significant.Event-related potential(ERP)P300 is an important electrophysiological technique in clinical practice.Compared with other evaluation methods, P300 has the advantages of objective, repeatable and non-invasive.P300 has a good effect in the assessment of children with neurological diseases and cognitive impairment, which provides a reference for clinical diagnosis, treatment and prognosis.This article reviews the research progress of P300 in children with common neurological diseases and cognitive impairment, in order to improve the understanding of clinical workers.
الملخص
@#Parkinson disease （PD） is a common neurodegenerative disease. Cognitive dysfunction seriously affects the quality of life of patients with PD， increasing their family burden. Currently， there are no clinically identified biomarkers to assist with the early diagnosis of cognitive impairment in patients with PD. Event-related potential P300 is a sensitive electrophysiological indicator to detect early insidious cognitive decline in PD. This article reviews the diagnostic value and clinical application of P300 for cognitive impairment in patients with PD.
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The article presents an original method for the automatic assessment of the quality of event-related potentials (ERPs), based on the calculation of the coefficient ε, which describes the compliance of recorded ERPs with some statistically significant parameters. This method was used to analyze the neuropsychological EEG monitoring of patients suffering from migraines. The frequency of migraine attacks was correlated with the spatial distribution of the coefficients ε, calculated for EEG channels. More than 15 migraine attacks per month was accompanied by an increase in calculated values in the occipital region. Patients with infrequent migraines exhibited maximum quality in the frontal areas. The automatic analysis of spatial maps of the coefficient ε demonstrated a statistically significant difference between the two analyzed groups with different means of migraine attack numbers per month.
الموضوعات
Humans , Chronic Pain , Evoked Potentials , Migraine Disorders/psychology , Occipital Lobe , Electroencephalographyالملخص
Objective Using event-related potentials(ERPs),to study the effect and mechanism of negative emotion accumulation hepatic insufficiency on working memory in normal people.Methods Fifty subjects in each of the emotionally stable group and emotionally unstable group were given two load tasks(0-back and 1-back)in the N-back paradigm,the reaction time and correct rate were recorded,and the ERPs components N200 and P300 were detected.The latency and amplitude of P300 were analyzed statistically.Results ①Compared with the emotionally stable group,the emotionally unstable group had a longer reaction time(P<0.05).②Compared with the emotionally stable group,the subjects in the emotionally unstable group had prolonged N200 latency,decreased P300 amplitude significantly(P<0.05),and P300 latency had a tendency to extend(P<0.1).Conclusion Long-term accumulation of negative emotions and liver failure in normal people have the performance of decreased working memory,which may be related to the reduction of attention resource allocation and the impairment of cognitive processing function.
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Objective:To explore the association between α5 subunit of gamma-aminobutyric acid receptor subtype 5(GABRA5) gene polymorphism and executive function in patients with major depressive disorder.Methods:From August 2018 to September 2020, one hundred and eighty depressed patients diagnosed by DSM-Ⅳ-TR criteria were included from Xuzhou Eastern Hospital, meanwhile 120 healthy controls with matching demographic characteristic were recruited.Gene polymorphisms were detected through the elbow vein blood of all subjects. The severity of the patients was assessed by 17 items Hamilton depression scale(HAMD-17). The executive function of subjects was tested by Wisconsin card sorting test (WCST) and event-related potential P300.The t test and χ2 test were used for statistic analysis by SPSS 17.0. Results:The cognitive function of depression patients with GABRA5 receptor gene carrying T allele was significantly lower than that of patients with C allele ( t=2.35-3.45, P<0.05). The cognitive dysfunction was associated with sleep and anxiety/somatization symptoms in depression patients ( r=-0.197-0.409, P<0.05). Anxiety/somatization symptoms in patients with depression partially mediated the association between GABRA5 receptor gene polymorphism and cognitive dysfunction(effect value=-0.611, 95% CI=-1.393--0.057). Conclusion:The GABRA5 receptor gene polymorphism is associated with cognitive dysfunction in patients with depression, and anxiety/somatization symptoms partially mediate the impairment of cognitive function caused by GABRA5 receptor gene polymorphism.
الملخص
Objective:To study the characteristics of mathematical cognitive function in children with sleep-disordered breathing(SDB) by event-related potential (ERP).Methods:From October 2020 to October 2022, totally 22 cases of SDB children and 22 cases of normal children aged 8-11 were selected.All subjects performed mathematic tasks including calculating and deciding.The EEG changes and behavioral data of children with SDB and normal children were recorded.The latency and amplitude of N1, P2, N2, P3 in leads Fz were measured and compared by Matlab. SPSS 23.0 software was used for statistical analysis, and t test or Mann Whitney U test were used for two independent sample data. Results:(1)Behavior test: the interaction effect between group and type, the group main effect, and the type main effect in accuracy between SDB group and normal group were not significant ( F=0.470, 3.590, 0.003, all P>0.05). The group main effect and interaction effect between group and type in reaction time between SDB group and normal group were not significant ( F=0.465, 1.991, both P>0.05), while the type main effect was significant ( F=18.010, P<0.05). (2)ERP test: the N2, P3 latencies for addition in children with SDB were longer than those in normal group(N2: (371.38±34.23)ms vs (348.12±26.34)ms; P3: (610.72±64.78)ms vs (529.05±30.25)ms)( t=2.526, 5.358, both P<0.05). There was no significant difference between SDB group and normal group in ERP latency and amplitude for subtraction(both P>0.05). The N2, P3 latencies for multiplication in children with SDB were longer than those in normal group(N2: (439.20±24.28)ms vs (351.14±25.26)ms; P3: (531.71±35.42)ms vs (415.23±19.01)ms)( t=11.792, 13.590, both P<0.05). The P3 amplitudes in children with SDB was higher than that in normal group(P3: (3.16±4.78)μV vs (0.38±3.27)μV)( t=2.248, P<0.05). The P3 latency for correct judgment in children with SDB was longer than that in normal group(P3: (420.38±34.79)ms vs (398.54±33.71)ms)( t=2.115, P<0.05). The P3 latency for wrong judgment in children with SDB was longer than that in normal group(P3: (475.25±51.11)ms vs (414.88±27.53)ms)( t=4.878, P<0.05). Conclusion:The latency of N2 and P3 in ERP of SDB children is prolonged, and P3 latency is more sensitive than N2, indicating that SDB children have impairment of mathematical cognitive function.The latency changes of N2 and P3 occurs earlier than the behavioral changes (reaction time and accuracy), which can be used as one of the electrophysiological indicators for early assessment of mathematical cognitive impairment in SDB children.
الملخص
Objective:To explore the changing characteristics of early warning information ability in children with transient tic disorder(TTD).Methods:A total of 32 children with TTD(TTD group) diagnosed and treated at Changzhou Children's Hospital from 2018 to 2022 and 36 healthy control children(HC group) recruited from ordinary primary schools in Changzhou city were tested with CPT-Go/Nogo task and their behavioral data and cue/uncue-N2, P3b and CNV components of event related potential(ERP) were analyzed and compared by SPSS 25.0 software.Results:(1)Comparison of behavioral data: there was no statistical difference in the correct number(37(34, 39) vs 38(37, 40)), false number(1(0, 2) vs 1(0, 2))and correct reaction time((511.27±99.27)ms vs(504.88±92.23)ms)between TTD and HC group(all P>0.05). (2) Comparison of ERP components: in the HC group, the amplitudes of cue-CNV were higher than those in uncue-CNV in lead Cz((-4.61±4.67)μV vs(-1.07±3.20)μV)and Pz((-4.17±3.74)μV vs(-1.79±3.49)μV) and the differences were statistically significant(both P<0.01). The amplitude of cue-P3b in lead Pz were higher than that in uncue-P3b((9.13±4.99)μV vs(6.12±6.24)μV) and the difference was statistically significant( P<0.01). Compare with HC group((-4.12±4.25)μV, (-4.61±4.67)μV, (9.13±4.99)μV), the amplitudes of uncue-N2, cue-CNV and cue-P3b in TTD group((-1.29±4.48)μV, (-2.03±3.19)μV, (6.59±3.41)μV) were respectively lower, and the differences were statistically significant(all P<0.05). Conclusion:Children with TTD may have dysfunction in conflict monitoring, attention allocation, and maintaining alertness when processing early warning information, but there may be corresponding compensation mechanisms for brain function.
الملخص
Abstract Introduction Parkinson disease (PD) is a degenerative and progressive neurological disorder characterized by resting tremor, stiffness, bradykinesia, and postural instability. Despite the motor symptoms, PD patients also consistently show cognitive impairment or executive dysfunction. The auditory event-related potential P300 has been described as the best indicator of mental function, being highly dependent on cognitive skills, including attention and discrimination. Objective To review the literature on the application and findings of P300 as an indicator of PD. Data Analysis The samples ranged from 7 to 166 individuals. Young adult and elderly male patients composed most study samples. The Mini-Mental State Examination test, the Unified Parkinson Disease Rating Scale, and the Hoehn and Yahr Scale were used to assess neurological and cognitive function. In terms of testing hearing function, few studies have focused on parameters other than the P300. The factors we focused on were how the P300 was modified by cognitive effects, its correlation with different PD scales, the effect of performing dual tasks, the effect of fatigue, and the influence of drug treatments. Conclusion The use of the P300 appears to be an effective assessment tool in patients with PD. This event-related potential seems to correlate well with other neurocognitive tests that measure key features of the disease.
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ObjectiveTo explore the application value of event-related potential P300 in the evaluation of cognitive dysfunction in patients with traumatic brain injury. MethodsFrom January to September 2021， a total of 36 patients with traumatic brain injury who were conservatively treated in the Neurosurgery Department of the Third Hospital of Mianyang and met the diagnostic criteria were selected as the experimental group. And 36 participants were recruited from the family members and carers of other patients in the hospital as the control group. Oddball paradigm was used to measure the event-related potential P300. Montreal Cognitive Assessment （MoCA） and Mini-Mental State Examination （MMSE） were used to assess the cognitive function of the subjects. The latency and amplitude of P300， MoCA and MMSE scores were compared between two groups. The detection rates of P300 latency， MoCA and MMSE on cognitive dysfunction in patients with traumatic brain injury were compared. ResultsMoCA and MMSE scores in experimental group were lower than those in control group ［（18.08±4.29） vs. （27.36±1.20）， （22.53±3.54） vs. （28.11±1.09）， t=-12.510， -9.041， P<0.05］. The latency of P300 in experimental group was higher than that in control group ［（406.08±26.95）ms vs. （367.08±22.50）ms， t=6.665， P<0.05］， and the amplitude was lower than that in control group ［（7.76±0.90）μV vs.（9.87±0.99）μV， t=-9.459， P<0.05］. In experimental group， the positive detective rate of P300 latency and MoCA on cognitive dysfunction were higher than that in MMSE （χ2=5.675， 7.604， P<0.05）. ConclusionEvent-related potential P300 can be used as an objective clinical indicator for evaluating cognitive dysfunction in patients with traumatic brain injury.
الملخص
ObjectiveTo investigate the P300 evoked by Stroop Color Word Task in children with emotional neglect, and to explore their implication for inhibition control. MethodsA cluster sampling was conducted for the first grade students of a middle school in Sanmenxia City, Henan Province. The students from 3 classes were assessed by standard Raven reasoning test and Child Neglect Scale (CNS), and a total of 147 eligible students were screened out. Children were divided into the emotional neglect group (n=40) and the control group (n=40) according to the 27% before and after the score of CNS emotional neglect factor. Both groups completed the Stroop Color word task, and EEG data were collected to compare the response time, accuracy, amplitude and latency of P300 between the two groups. ResultsThe CNS total score and the scores of safety neglect, communication neglect, physical neglect and emotional neglect factors in the emotional neglect group were significantly higher than those in control group (t=15.003, 4.301, 11.495, 4.803, 23.957, P<0.01). The average reaction time in the incongruent task of emotional neglect group was significantly longer than that in the control group [(879.02±101.52) ms vs. (756.93±113.91) ms, t=5.061, P<0.01]. Under incongruent task, the average amplitude of P300 in emotional neglect group was lower than that of the control group [(3.97±1.12) μV vs. (8.71±1.24) μV, t=-17.976, P<0.01]. The average latency of P300 of emotional neglect group was longer than that of the control group [(361.81±39.69) ms vs. (301.35±33.67) ms, t=7.346, P<0.01]. ConclusionUnder incongruent task, children with emotional neglect had longer response time, longer latency and lower amplitude of P300， which suggested that children with affective neglect may have inhibition and control disorder.
الملخص
Event-related potentials (ERPs), especially N100, mismatch negative, P300 and N400, play important roles in the evaluation of consciousness and prognoses of patients with prolonged disorders of consciousness (pDOC). The improvement of ERPs experimental paradigm, analysis of brain origin and brain network of ERPs components, and combination of ERPs with other techniques are the research hotspots in pDOC evaluation. This article reviews the recent advance in the above directions as follows, in order to provide reference for subsequent clinical research.
الملخص
@#The question of whether dyslexic children have visual cognitive differences in terms of brain activity as compared to normal children remains unsolved. Here, we aimed to study the neuronal source activity during visual attentional processing reflected in the P300 Event-Related Potential (ERP) component, when being exposed to the different congruency of visual images on dyslexic children by utilizing an ERP. Twelve dyslexic and twelve non-dyslexic children in the range of age 8 to 11 years old took part in this study. They pressed button ‘1’ when they saw a congruence image of the animal in its natural habitat and button ‘2’ for incongruence animal images in non-natural habitat. The source localization of P300 was executed on the grand average waveform by utilising Standardised Low-Resolution Brain Electromagnetic Tomography (sLORETA) algorithm provided by Net Station software. The BA 19 of the left occipital lobe was the most activated during congruence and incongruence images in the dyslexic children. As for the control children, BA 18 and BA 17 of the occipital lobe were activated during congruence and incongruence images, respectively. In sum, there were no differences in source activity areas during both visual images in dyslexic children as compared to the control children, which brings us to a conclusion that the visual attentional activity in dyslexic children used the brain areas that are associated with visual characteristics rather than context differences.
الملخص
OBJECTIVES@#To analyze the Nogo-P3 component of event-related potential (ERP) in the process of visual acuity processing, to provide electrophysiological evidence for objective evaluation of visual acuity.@*METHODS@#Twenty-six subjects with no other ocular diseases except for ametropia were recruited, and all subjects had uncorrected visual acuity both eyes 1/10 (evaluated using Monoyer chart). Block letter E with different visual angles and directions were used as graphic stimuli. The Go/Nogo paradigm was used for ERP studies. The visual angle of Go stimulation angle was 1°15', Nogo stimuli were 1°15', 55', 24' and 15'. The visual acuity test was performed on each of the two naked eyes separately in all subjects, and the characteristics of the Nogo-P3 component were analyzed.@*RESULTS@#The latency of Nogo-P3 showed no difference between the stimuli of 1°15' and 55', and between Nogo stimulation angle 24' and 15'. There was significant difference between Nogo stimulation angle 1°15' and 24', and between Nogo stimulation angle 1°15' and 15' (P<0.05). There was significant difference between Nogo stimulation angle 55' and 24', and between Nogo stimulation angle 55' and 15' (P<0.05). No significant differences were observed in the Nogo-P3 amplitude among Nogo stimulation.@*CONCLUSIONS@#In the Go/Nogo paradigm, Nogo-P3 can reflect the cognitive response of subjects to Nogo stimulation, which can be used for objective evaluation of visual acuity.
الموضوعات
Humans , Electroencephalography , Evoked Potentials/physiology , Photic Stimulation , Reaction Time/physiology , Refractive Errors , Visual Acuityالملخص
Visual event-related potential (ERP) is an electrophysiological technique that objectively reflects the cognitive processing of stimulus from the perspective of detecting and recording neural electrophysiology responses using different paradigms of visual stimuli. Its endogenous components are closely related to advanced psychological activities. This article introduces the characteristics of main endogenous components including visual mismatch negativity (vMMN), N200 and P300, reviews the research progress of visual ERP in the sequelae of brain injury and objective evaluation of visual function, and prospects the application prospect of visual ERP in the field of forensic medicine.
الموضوعات
Humans , Brain Injuries, Traumatic/complications , Evoked Potentials , Brain Injuries , Forensic Medicineالملخص
Objective:To investigate the value of event-related potential (ERP) P3 in the assessment of visual attention impairment in patients with cerebral small vessel disease (CSVD).Methods:Twenty-five patients with CSVD diagnosed in the Shandong Provincial Hospital Affiliated to Shandong First Medical University from July 2019 to December 2020 were selected as the CSVD group, while 25 healthy subjects who underwent physical examination in the same period were selected as the control group.The neuropsychological evaluation of CSVD group and control group was carried out by Montreal cognitive assessment (MoCA), 7-items generalized anxiety disorder (GAD-7) and patient health questionnaire-9 (PHQ-9). Magnetic resonance imaging brain white matter high signal of CSVD group and control group was carried out by Fazekas score.The amplitude and latency of ERP component P3 were measured by visual tristimulation Oddball experimental paradigm.SPSS 23.0 software was used for statistical analysis.The differences of amplitude and latency between the two groups were compared by repeated measurement analysis of variance.Pearson or Spearman correlation analysis were used to explore the correlation between P3 amplitude, latency and related scale scores.Results:(1)In the amplitude of P3, the interaction effect between group and stimulation was significant( F(2, 96)=3.922, P=0.023). The main effect between groups was significant( F(1, 46)=15.976, P<0.01). The main effect of stimulation was significant( F(2, 96)=86.212, P<0.01). Further simple effect analysis showed that compared with the control group((9.82±5.14)μV, (11.12±4.72)μV) the P3 amplitude induced by target stimulation ((6.59±4.22)μV, F(1, 48)=7.363, P=0.009) and novel stimulation ((7.08±3.91)μV, F(1, 48)=13.907, P=0.001) in CSVD group decreased significantly.(2)In the latency of P3, the main effect between groups was significant( F(1, 48)=4.870, P=0.032). The main effect of stimulation was significant( F(2, 96)=86.212, P<0.01). The interaction effect between group and stimulation was significant( F(2, 96)=4.561, P=0.013). The main effect of stimulation was significant( F(2, 96)=16.299, P<0.01). Further simple effect analysis showed that the P3 latency induced by novel stimulation in CSVD group was longer than that in control group( F(1, 48)=17.124, P<0.01). (3)P3 amplitude induced by target stimulation was positively correlated with MoCA score ( r=0.255, P=0.027). The P3 amplitude ( r=-0.502, P<0.01) and P3 latency ( r=-0.265, P=0.022) induced by novel stimulation were negatively correlated with Fazekas score. Conclusion:The speed and ability of patients with CSVD to process visual spatial information are impaired, especially for rare stimulation.ERP examination may be a rapid, objective and sensitive method for the diagnosis of visual attention impairment in patients with CSVD.
الملخص
Objective:To explore the clinical significance of event-related potential P300 in the diagnosis and treatment of cognitive function in patients with chronic insomnia combined with anxiety and depression.Methods:Sixty patients with chronic insomnia complicated with anxiety and depression treated in Wuhan First Hospital from October 2020 to March 2021 were selected as the observation group, and 60 healthy volunteers were selected as the control group in the same period.Hamilton anxiety scale (HAMA) and Hamilton depression scale (HAMD) were used to evaluate the anxiety and depression status of patients.Mini mental state examination (MMSE) and Montreal cognitive assessment scale (MoCA) were used to evaluate the cognitive function of the subjects.All subjects were tested for P300 event-related potential, and the latency and amplitude of P300 event-related potential were recorded.SPSS 25.0 software was used for statistical analysis.Independent sample t-test was used for comparison between groups.Pearson correlation analysis was used to analyze the correlation between cognitive function and P300 event-related potential. Results:The scores of HAMA ((16.65±5.10), (9.30±4.42)) and HAMD ((18.07±3.97), (8.48±3.21)) in the observation group were higher than those in the control group ( t=8.438, 14.545, both P<0.05), and the MoCA score (22.35±4.25) was lower than that(25.65±2.29) in the control group ( t=-5.291, P<0.05). In the eight dimensions of MoCA, the scores of visual space and executive ability ((3.38±1.46), (4.63±0.69)), naming ((2.37±0.78), (2.65±0.48)), language ((2.17±0.96), (2.53±0.81)) and delayed recall ((2.58±1.45), (4.17±0.85))in the observation group were lower than those in the control group ( t=-5.991, -2.394, -2.259, -7.292, all P<0.05). Compared with the control group, the latencies of P300 (N1, N2, P3) in the observation group were significantly prolonged ( t=3.281, 4.342, 4.492, all P<0.01). The latencies of P300 (N1, N2, P3) were positively correlated with HAMD score ( r=0.242, 0.301, 0.311, all P<0.05). The latencies of P300 (N2, P3) were positively correlated with HAMA score ( r=0.205, 0.207, both P<0.05). The latencies of P300 (N2, P3) were negatively correlated with the delayed recall score of MoCA ( r=-0.197, -0.236, both P<0.05). Conclusion:There are different degrees of cognitive impairment in patients with chronic insomnia combined with anxiety and depression.P300 in patients with chronic insomnia combined with anxiety and depression shows prolonged latency.P300 latency is related to depression, anxiety and cognition in patients with chronic insomnia combined with anxiety and depression.Event-related potential P300 may be used as a neurophysiological objective evaluation tool for cognitive impairment in patients with chronic insomnia combined with anxiety and depression.
الملخص
Objective:To investigate the relationship between cognitive function and brain event-related potential in patients with lacunar cerebral infarction.Methods:A total of 464 patients with lacunar cerebral infarction admitted to the Department of Neurology, Kailuan General Hospital from 2014 to 2019 were prospectively selected as observation subjects (case group). According to mini-mental state examination (MMSE) score, the patients in the case group were divided into 352 cases of lacunar cerebral infarction with normal cognition and 112 cases of mild cognitive impairment. At the same time, 100 healthy volunteers were selected as the control group. All subjects were assessed by simple intelligent mental state, Zung self-rating anxiety scale, Zung self-rating depression scale and brain event-related potential P3a and P3b. The measurement data of normal distribution adopts one-way ANOVA, the measurement data of non normal distribution adopts Kruskal Wallis H test, and the counting data adopts χ2. Multivariate statistical analysis was performed by unconditional Logistics (stepwise method). Results:The proportions of smokers in control group, lacunar cerebral infarction cognitive normal group and lacunar cerebral infarction mild cognitive impairment group were 20.00% (20/100), 38.07% (134/352) and 46.42% (52/112), respectively. The proportions of drinkers were 18.00% (18/100), 33.24% (117/352), 33.93% (38/112), respectively. The proportions of hypertension were 38.00% (38/100), 58.24% (205/352), 59.82% (67/112), respectively. The proportions of hyperhomocysteinemia were 19.00% (19/100), 34.00% (120/352) and 68.75% (77/112), respectively, and the differences among the three groups were statistically significant ( χ2 values were 15.66, 7.91, 11.86 and 54.57, respectively; P<0.001, 0.019, 0.003, <0.001). The peak latency CZ leads of visual P3b wave group N2 were (271.48±40.65), (285.67±44.08) and (290.57±68.41) ms, respectively. PZ leads were (276.70±50.92), (287.86±43.28) and (312.16±62.75) ms. P3b peak latency FZ leads were (392.67±42.50), (405.82±52.43) and (410.34±64.27) ms. CZ leads were (395.04±42.44), (412.51±55.86) and (433.28±66.32) ms. PZ leads were (398.24±40.93), (411.17±49.48) and (435.78±67.69) ms. N2 amplitude CZ leads were (-3.99±2.81), (-3.60±3.00) and (-2.70±2.37) μV, PZ leads were (-3.18±2.69), (-2.91±2.62) and (-1.87±2.89) μV, respectively. Leads P3b amplitude of FZ were 5.27 (3.27, 7.40), 4.21 (2.31, 6.49) and 3.12 (1.61, 5.08) μV. CZ leads were 4.81 (2.78, 6.71), 4.15 (2.76, 6.16) and 3.51 (1.75, 5.15) μV. PZ leads were 5.17 (3.03, 6.97), 4.40 (2.89, 6.12) and 3.43 (1.52, 5.34) μV. There were statistically significant differences among the 3 groups ( F=3.29, 14.49, 3.95, 11.73, 14.06, 5.66 and 3.57, H=18.23, 10.33,18.25; P=0.027, <0.001, 0.025, <0.001, <0.001, 0.004, 0.042, <0.001, 0.006, <0.001). The peak latency FZ leads of visual P3a wave group N2 were 265.00 (256.00, 286.00), 277.00(260.00,300.00), 282.00(270.00,304.00) ms, respectively. CZ leads weres 274.00(255.00,305.00), 285.00(262.00,329.00), 293.50(270.00,346.00) ms. P3a peak latency FZ leads were (413.83±49.58), (429.83±55.38) and (449.04±54.79) ms, CZ leads were (441.53±61.78), (457.12±69.29) and (460.23±72.24) ms. PZ leads were (430.14±54.53), (462.31±69.2) and (470.02±74.92) ms. N2 amplitude FZ leads were (-6.34±3.13), (-5.72±2.96) and (-4.92±2.05) μV, respectively. Leads P3a amplitude of FZ were 4.00 (2.28, 5.55), 3.15 (2.14, 4.91) and 2.80 (2.19, 4.19) μV. CZ lead were 3.37 (1.98, 4.66), 2.73 (1.70, 3.97) and 2.41 (1.64, 3.45) μV. There were statistically significant differences among the three groups ( H=13.92, 8.65, 9.17, 10.02, F=8.18, 6.33, 10.73, 4.62, P =0.001,0.013,0.010,0.007, <0.001,0.002, <0.001,0.010). Logistic regression analysis showed that alcohol consumption, P3b peak latency and wave amplitude PZ lead, N1 wave amplitude of visual P3a group FZ lead were the influencing factors of MMSE ( OR=0.04, 1.01, 0.76, 1.51, 95% Cl were 0.00-0.30, 1.00-1.03, 0.59-0.97, 1.08-2.10, P=0.002,0.007,0.029,0.016). Conclusion:The peak latency and amplitude of endogenous psychological cognitive potentials N2, P3b and P3a of event-related potentials P3b and P3a in patients with lacunar cerebral infarction were prolonged and decreased. At the same time, with the occurrence of clinical cognitive impairment, the peak latency and amplitude of these cognitive potentials were further prolonged and decreased more significantly. Alcohol consumption, P3b peak latency and PZ lead of visual P3b wave group, and FZ lead of N1 wave of visual P3a wave group were the influencing factors of simple intelligent mental state.
الملخص
Rapid serial visual presentation-brain computer interface (RSVP-BCI) is the most popular technology in the early discover task based on human brain. This algorithm can obtain the rapid perception of the environment by human brain. Decoding brain state based on single-trial of multichannel electroencephalogram (EEG) recording remains a challenge due to the low signal-to-noise ratio (SNR) and nonstationary. To solve the problem of low classification accuracy of single-trial in RSVP-BCI, this paper presents a new feature extraction algorithm which uses principal component analysis (PCA) and common spatial pattern (CSP) algorithm separately in spatial domain and time domain, creating a spatial-temporal hybrid CSP-PCA (STHCP) algorithm. By maximizing the discrimination distance between target and non-target, the feature dimensionality was reduced effectively. The area under the curve (AUC) of STHCP algorithm is higher than that of the three benchmark algorithms (SWFP, CSP and PCA) by 17.9%, 22.2% and 29.2%, respectively. STHCP algorithm provides a new method for target detection.