1.Synchronized feature patterns of local field potentials in hippocampal-prefrontal cortex during working memory based on time-varying spectral coherence
Tiaotiao LIU ; Shuya WANG ; Jinping SUN ; Wenwen BAI
International Journal of Biomedical Engineering 2023;46(4):281-287
Objective:To investigate the synchronized feature patterns of local field potentials in the hippocampus (HPC) and prefrontal cortex (PFC) during working memory based on time-varying spectral coherence so as to support the study of information processing mechanisms in working memory.Methods:The local field potentials (LFPs) signals of the ventral hippocampus (vHPC) and medial prefrontal cortex (mPFC) were collected from six SD rats during the performance of a spatial working memory task in the Y-maze, and the time-frequency distributions of vHPC and mPFC LFPs were calculated by applying the short-time Fourier transform (STFT) to determine the characteristic frequency bands of the working memory and then to investigate the synchronized patterns of vHPC and mPFC LFPs based on the coherent of the time-varying frequency spectrum. Finally, support vector machines were applied to explore the feasibility of applying spectral coherence values to predict working memory.Results:When rats performed working memory tasks correctly, the energy of the theta band (4 - 12 Hz) of the HPC and PFC increased (all P < 0.01), and the spectral coherence value of the theta band of the HPC-PFC increased ( P < 0.05). Support vector machine training and prediction using the average peak spectral coherence and the difference between the peak and the onset when correctly and incorrectly executing the working memory as features resulted in 89% accuracy, 90% precision, 88% recall, and 88% F1 scores, all of which were statistically significant differences compared to the results of the randomly disrupted labeled data rearranging (all P < 0.05). Conclusions:Synchronized synergy in the HPC-PFC theta band is one of the potential mechanisms for correctly performing information processing in working memory.
2.Clinical effect of radiofrequency introduction of tranexamic acid combined with Q-switched laser in the treatment of moderate to severe melasma
Shuya BAI ; Huan CUI ; Huanhuan PAN
Chinese Journal of Medical Aesthetics and Cosmetology 2023;29(4):296-299
Objective:To observe the clinical effect of tranexamic acid radiofrequency introduction combined with Q-switched laser comprehensive treatment of moderate to severe melasma.Methods:From December 2019 to September 2021, ninety-six female patients with melasma [age 24-59 years old, average age (37.8±6.0) years old] were admitted to the Plastic and Aesthetic Department of the First Affiliated Hospital of Henan University of Chinese Medicine. They were divided into the Q-switched laser group and the combined group by random number table method, with 48 cases respectively. The Q-switched laser group received Q-switched laser therapy, while the combined group received tranexamic acid radiofrequency introduction combined with Q-switched laser comprehensive therapy. The melasma area and severity index (MASI) scores were compared between the two groups before and after treatment. The clinical efficacy, adverse reactions and recurrence rates of the two groups were compared.Results:The MASI scores of the Q-switched laser group and the combined treatment group were (28.28±1.24) points and (28.52±4.25) points respectively before treatment, and (13.38±7.96) points and (9.11±5.48) points respectively after treatment. The MASI scores of the two groups were decreased after treatment, which of the combined group was lower than that of the Q-switched laser group ( t=3.06, P<0.05). The total clinical effective rate of the combination group (93.75%) was higher than that of the Q-switched laser group (79.17%) (χ 2=4.36, P<0.05). The incidence rate of hyperpigmentation (2.08%) and recurrence rate (2.08%) of the combination group were lower than those of the Q-switched laser group (14.58%, 16.67%) (χ 2=6.01, P<0.05). Conclusions:Tranexamic acid radiofrequency introduction combined with Q-switched laser comprehensive treatment can improve skin lesions and clinical efficacy in patients with moderate to severe melasma, and reduce pigmentation and recurrence.
3. Design and preliminary application of regional control and prevention auxiliary information system under the attack of COVID-19 infectious disease
Hongbin HAN ; Yumeng CHENG ; Mo YANG ; Zeqing TANG ; Hui WANG ; Shuya YANG ; Qingbian MA ; Daidai WANG ; Yi BAI ; Qingyuan HE ; Kaixin GUO ; Huipo LIU ; Xiaoqi XUE ; Fangxiao CHENG ; Xiang LI ; Jun MA
Chinese Journal of Medical Science Research Management 2020;33(0):E013-E013
Objective:
To propose the concept of a novel regional control and prevention (RCP) system for the outbreak of COVID-19 infectious disease, design an emergency epidemic prevention information system based on the existing network architecture and information system in the region, and a remote intelligent medical consultation and remote office platform, research and develop the technology of risk assessment and early warning for people in the region, and improve the regions’prevention and control ability facing emergency of major infectious diseases.
Methods:
Taking colleges, affiliated (teaching) hospitals, and cloud applications as typical RCP regional units, the existing local area network interaction methods between the cloud and universities and affiliated (teaching) hospitals are established to realize remote work in the network environment, remote medical imaging, psychological and ethical consultation and interaction; applying multi-agent propagation model based on complex network, combining Global Positioning System (GPS), Radio Frequency Identification (RFID), and electronic fence technology, to realize the risk classification and early warning of units and personnel in the area.
Results:
In the RCP, a system architecture combining campus network, affiliated (teaching) hospital intranet, and the Internet is used. Dynamic connection is made using distributed technology and cloud storage. The data buffer mechanism of the intermediary database in the network realized telemedicine consultation and telecommuting. Relying on the platform, multi-agent propagation model based on complex network and cellular automaton model are used to realize the score and early warning of population exposure risk in the region by using GPS, RFID and electronic fence technology.
Conclusions
In the epidemic phase of major infectious diseases, the construction of RCP can improve the response speed of wartime epidemic prevention, provide reasonable data-based warnings and risk ratings, and reduce the exposure risk of susceptible people. The design and development of RCP is a systematic project that needs to combine regional structural and functional characteristics, and the foundation of the early informatization work in the region and the level of the emergency development team determine the development progress, maintenance, and actual application effects. It is recommended to establish a peacetime and wartime combined RCP mode and incorporate it into the government's disease control system to improve the national and regional level of prevention and control of major infectious diseases.