In this paper we present a new method of combining Independent Component Analysis (ICA) and Wavelet de-noising algorithm to extract Evoked Related Potentials (ERPs). First, the extended Infomax-ICA algorithm is used to analyze EEG signals and obtain the independent components (Ics); Then, the Wave Shrink (WS) method is applied to the demixed Ics as an intermediate step; the EEG data were rebuilt by using the inverse ICA based on the new Ics; the ERPs were extracted by using de-noised EEG data after being averaged several trials. The experimental results showed that the combined method and ICA method could remove eye artifacts and muscle artifacts mixed in the ERPs, while the combined method could retain the brain neural activity mixed in the noise Ics and could extract the weak ERPs efficiently from strong background artifacts.
Algorithms ; Artifacts ; Electroencephalography ; methods ; Evoked Potentials ; physiology ; Humans ; Principal Component Analysis ; Signal Processing, Computer-Assisted ; Wavelet Analysis

Objective:To evaluate and compare the effects of intradialytic cycling and respiratory training on exercise en-durance,pulmonary function and quality of life of maintenance hemodialysis(MHD)patients. Method:From July 2022 to July 2023,60 MHD patients in our hospital were randomly divided into control group(n=20),cycling group(n=20),and respiratory group(n=20).The control group was given routine he-modialysis treatment.The cycling group was given moderate-intensity intradialytic cycling training on the basis of routine hemodialysis treatment,for 12 weeks,3 times a week,40 minutes each time.The respiratory group was given respiratory training(abdominal breathing exercise,pursed-lip breathing exercise and diaphrag-matic breathing exercise)on the basis of routine hemodialysis treatment,for 12 weeks,3 times a week,40 minutes each time.VO2peak,AT and VO2/HRpeak were used to evaluate the exercise endurance.FVC,FEV1 and MVV were used to evaluate the pulmonary function,which were expressed as a percentage of the predict-ed values,i.e.FVC％,FEV1％,MVV％.SF-36 was used to assess the quality of life,which includes PCS,MCS and total score. Result:There were no significant difference in VO2peak,AT,VO2/HRpeak,FVC％,FEV1％,MVV％,PCS,MCS and total score among the three groups before intervention(P＞0.05);after 12 weeks of intervention,VO2peak,AT,VO2/HRpeak,PCS,and total score of the cycling group were increased compared with those be-fore intervention and were better than that of the control group(P＜0.05);FVC％,FEV1％,MCS,and total score of the respiratory group were increased compared with those before intervention and were better than that of the control group(P＜0.05). Conclusion:Both intradialytic cycling and respiratory training can improve cardiorespiratory function and quality of life of MHD patients.The intradialytic cycling is more effective in improving exercise endurance and physi-cal health,and respiratory training is more effective in improving lung function and mental health.

ObjectiveTo explore the effects of different dosage forms of Kaixinsan （KXS） on the morphology and function of mitochondria in rat models of Alzheimer's disease （AD） and potential mechanisms of action. MethodsMale SD rats were randomly assigned to a sham group， model group， treatment groups receiving KXS decoction， powders， and granules （3.08 g·kg^-1）， as well as donepezil group （0.51×10^-3 g·kg^-1）， with 10 rats in each group. AD model was created using intracerebroventricular injection of streptozocin （STZ）. After 30 days of administration， behavioral assessments were conducted， and mitochondrial morphology was observed using transmission electron microscopy. Mitochondrial respiratory chain complex content was measured via enzyme-linked immunosorbent assay （ELISA）. Changes in mitochondrial membrane potential were measured via JC-1 staining， and superoxide dismutase （SOD） activity and reactive oxygen species （ROS） levels were measured via biochemical assays. The mRNA expression of adenosine 5'-monophosphate-activated protein kinase （AMPK）， peroxisome proliferator-activated receptor gamma coactivator-1α （PGC-1α）， and silent information regulator 3 （SIRT3） was detected by real-time fluorescent quantitative polymerase chain reaction （Real-time PCR）， and Western blot was used to examine the protein expression levels of optic atrophy protein1 （OPA1）， mitochondrial fission protein 1 （FIS1）， AMPK， p-AMPK， PGC-1α， and SIRT3. ResultsCompared with the sham group， rats in the model group had significantly lower recognition index， spontaneous alternation rate， escape latency， number of platform crossings， time spent in the target quadrant， and percentage of distance traveled in the target quadrant distance （P<0.05， P<0.01）. Significant mitochondrial damage was observed in the hippocampal tissue， with a marked decrease in mitochondrial respiratory chain complex content （P<0.01） and reduced mitochondrial membrane potential （P<0.05）. Additionally， the SOD activity was reduced， while ROS levels were elevated （P<0.01）. The mRNA expression of PGC-1α and SIRT3 was significantly downregulated （P<0.01）， along with decreased protein expression levels of OPA1， p-AMPK/AMPK， PGC-1α， and SIRT3， whereas FIS1 protein expression was significantly upregulated （P<0.05， P<0.01）. Compared with the model group， rats in KXS-treated groups （various dosage forms） showed significant improvement in behavioral indexes （P<0.05， P<0.01）， reduced hippocampal mitochondrial damage， and more organized mitochondrial cristae. Mitochondrial respiratory chain complex content was significantly increased （P<0.05， P<0.01）， and mitochondrial membrane potentials were elevated （P<0.05）. SOD activity was elevated， and ROS levels were significantly reduced （P<0.05， P<0.01）. Furthermore， the mRNA expression of PGC-1α and SIRT3 was upregulated， with increased protein levels of OPA1， p-AMPK/AMPK， PGC-1α， and SIRT3， while FIS1 protein expression levels were significantly reduced （P<0.05， P<0.01）. Across the KXS-treated groups， the granule group showed a higher spontaneous alternation rate than the decoction and powder groups （P<0.05）. ConclusionKXS decoction， powders， and granules can improve the learning and memory ability of rats， with granules being the most effective. The mechanism of action may involve activation of the AMPK/PGC-1α/SIRT3 signaling pathway， improvement of the mitochondrial function， and subsequent amelioration of the brain energy metabolism disorders.

ObjectiveTo explore the effects of different dosage forms of Kaixinsan （KXS） on the morphology and function of mitochondria in rat models of Alzheimer's disease （AD） and potential mechanisms of action. MethodsMale SD rats were randomly assigned to a sham group， model group， treatment groups receiving KXS decoction， powders， and granules （3.08 g·kg^-1）， as well as donepezil group （0.51×10^-3 g·kg^-1）， with 10 rats in each group. AD model was created using intracerebroventricular injection of streptozocin （STZ）. After 30 days of administration， behavioral assessments were conducted， and mitochondrial morphology was observed using transmission electron microscopy. Mitochondrial respiratory chain complex content was measured via enzyme-linked immunosorbent assay （ELISA）. Changes in mitochondrial membrane potential were measured via JC-1 staining， and superoxide dismutase （SOD） activity and reactive oxygen species （ROS） levels were measured via biochemical assays. The mRNA expression of adenosine 5'-monophosphate-activated protein kinase （AMPK）， peroxisome proliferator-activated receptor gamma coactivator-1α （PGC-1α）， and silent information regulator 3 （SIRT3） was detected by real-time fluorescent quantitative polymerase chain reaction （Real-time PCR）， and Western blot was used to examine the protein expression levels of optic atrophy protein1 （OPA1）， mitochondrial fission protein 1 （FIS1）， AMPK， p-AMPK， PGC-1α， and SIRT3. ResultsCompared with the sham group， rats in the model group had significantly lower recognition index， spontaneous alternation rate， escape latency， number of platform crossings， time spent in the target quadrant， and percentage of distance traveled in the target quadrant distance （P<0.05， P<0.01）. Significant mitochondrial damage was observed in the hippocampal tissue， with a marked decrease in mitochondrial respiratory chain complex content （P<0.01） and reduced mitochondrial membrane potential （P<0.05）. Additionally， the SOD activity was reduced， while ROS levels were elevated （P<0.01）. The mRNA expression of PGC-1α and SIRT3 was significantly downregulated （P<0.01）， along with decreased protein expression levels of OPA1， p-AMPK/AMPK， PGC-1α， and SIRT3， whereas FIS1 protein expression was significantly upregulated （P<0.05， P<0.01）. Compared with the model group， rats in KXS-treated groups （various dosage forms） showed significant improvement in behavioral indexes （P<0.05， P<0.01）， reduced hippocampal mitochondrial damage， and more organized mitochondrial cristae. Mitochondrial respiratory chain complex content was significantly increased （P<0.05， P<0.01）， and mitochondrial membrane potentials were elevated （P<0.05）. SOD activity was elevated， and ROS levels were significantly reduced （P<0.05， P<0.01）. Furthermore， the mRNA expression of PGC-1α and SIRT3 was upregulated， with increased protein levels of OPA1， p-AMPK/AMPK， PGC-1α， and SIRT3， while FIS1 protein expression levels were significantly reduced （P<0.05， P<0.01）. Across the KXS-treated groups， the granule group showed a higher spontaneous alternation rate than the decoction and powder groups （P<0.05）. ConclusionKXS decoction， powders， and granules can improve the learning and memory ability of rats， with granules being the most effective. The mechanism of action may involve activation of the AMPK/PGC-1α/SIRT3 signaling pathway， improvement of the mitochondrial function， and subsequent amelioration of the brain energy metabolism disorders.

ObjectiveTo investigate the inhibitory effect of Mahuang Xixin Fuzitang on the migration of dendritic cells （DCs） in mice and its underlying mechanism. MethodMouse bone marrow-derived DCs were isolated and cultured. The morphological changes of the cells at different stages were observed under a microscope， and the CD11c⁺ proportion was detected by flow cytometry to identify DC purity. Cells were treated with Mahuang Xixin Fuzitang （1， 2， 5， 10， 20， 40， 50， 100 g·L^-1） for 24 hours， and the effect of Mahuang Xixin Fuzitang on cell proliferation was assessed using the cell counting kit-8 （CCK-8） assay to determine the appropriate concentrations for treatment. After modeling by lipopolysaccharide （LPS） induction， DCs were divided into a blank group， a model group， and Mahuang Xixin Fuzitang groups （2， 4， 8 g·L^-1）. The expression of surface molecules CD80， CD86， and major histocompatibility complex-Ⅱ （MHC-Ⅱ） were detected by flow cytometry. Transwell chamber assay was used to observe cell migration. The levels of chemokine C-C-primitive receptor 7 （CCR7） and chemokine C-X-C-primitive receptor 4 （CXCR4） on the cell surface were detected by enzyme-linked immunosorbent assay （ELISA）. The expression of filamentous actin （F-actin） in the cell microfilament cytoskeleton was detected by immunofluorescence （IF） staining. Real-time quantitative polymerase chain reaction （Real-time PCR） was employed to determine the mRNA expression levels of Ras homolog family member A （RhoA） and Rho-associated coiled-coil containing protein kinase 1 （ROCK1）. Western blot analysis was performed to detect the protein expression of RhoA and ROCK1. ResultCompared with the blank group， the model group exhibited significantly higher expression levels of CD80， CD86， and MHC-Ⅱ （P<0.01）， a significantly increased number of cells migrating to the lower chamber （P<0.01）， and significantly elevated levels of CCR7 and CXCR4 （P<0.05， P<0.01）. Additionally， F-actin expression was significantly increased （P<0.01）， and both RhoA and ROCK1 mRNA and protein expression levels were significantly higher （P<0.05， P<0.01）. Compared with the model group， treatment with Mahuang Xixin Fuzitang （2， 4， 8 g·L^-1） for 24 hours resulted in significantly lower expression levels of CD80， CD86， and MHC-Ⅱ （P<0.01）， a significantly reduced number of cells migrating to the lower chamber （P<0.05）， and significantly decreased levels of CCR7 and CXCR4 （P<0.05， P<0.01）. Furthermore， F-actin expression was significantly reduced （P<0.01）， and both RhoA and ROCK1 mRNA and protein expression levels were significantly decreased （P<0.05， P<0.01）. ConclusionMahuang Xixin Fuzitang can inhibit the migration of DCs in mice， and its mechanism of action may be related to reducing the activity of the Rho/ROCK signaling pathway， thereby affecting changes in the cell cytoskeleton.

ObjectiveTo compare the current development of physical therapists in China, Japan and South Korea. MethodsThe condition of configuration, education and practice of physical therapists in China, Japan and South Korea were browsed from the official websites and existing data. ResultsThe allocation, education and training mechanism, and the professional accreditation system needs to be optimized in China. ConclusionThe physical therapists should be allocated based on rehabilitation service settings and needing, trained based on the World Health Organization's Rehabilitation Competency Framework and the International Classification of Functioning, Disability and Health, and the professional system should be constructed based on the World Health Organization's Rehabilitation Competency Framework and national professional admission systems.