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

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.