1.Mechanism of bilobalide promoting neuroprotection of macrophages.
Yang-Yang CHEN ; Wen-Yuan JU ; Guo-Guo CHU ; Xiao-Hui LI ; Ru-Heng WEI ; Qing WANG ; Bao-Guo XIAO ; Cun-Gen MA
China Journal of Chinese Materia Medica 2023;48(15):4201-4207
This study aims to explore the neuroprotective effect of bilobalide(BB) and the mechanisms such as inhibiting inflammatory response in macrophage/microglia, promoting neurotrophic factor secretion, and interfering with the activation and differentiation of peripheral CD4~+ T cells. BB of different concentration(12.5, 25, 50, 100 μg·mL~(-1)) was used to treat the RAW264.7 and BV2 cells for 24 h. The 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide(MTT) assay and cell counting kit-8(CCK-8) were employed to detect the cytotoxicity of BB and appropriate concentration was selected for further experiment. Lipopolysaccharide(LPS) was applied to elicit inflammation in RAW264.7 and BV2 cells, mouse bone marrow-derived macrophages(BMDMs), and primary microglia, respectively. The effect of BB on cell proliferation and secretion of inflammatory cytokines and neurotrophic factors was detected by enzyme-linked immunosorbent assay(ELISA). Spleen monocytes of C57BL/6 female mice(7-8 weeks old) were isolated, and CD4~+ T cells were separated by magnetic beads under sterile conditions. Th17 cells were induced by CD3/CD28 and the conditioned medium for eliciting the inflammation in BMDMs. The content of IL-17 cytokines in the supernatant was detected by ELISA to determine the effect on the activation and differentiation of CD4~+ T cells. In addition, PC12 cells were incubated with the conditioned medium for eliciting inflammation in BMDMs and primary microglia and the count and morphology of cells were observed. The cytoto-xicity was determined by lactate dehydrogenase(LDH) assay. The result showed that BB with the concentration of 12.5-100 μg·mL~(-1) had no toxicity to RAW264.7 and BV2 cells, and had no significant effect on the activity of cell model with low inflammation. The 50 μg·mL~(-1) BB was selected for further experiment, and the results indicated that BB inhibited LPS-induced secretion of inflammatory cytokines. The experiment on CD4~+ T cells showed that the conditioned medium for LPS-induced inflammation in BMDMs promoted the activation and differentiation of CD4~+ T cells, while the conditioned medium of the experimental group with BB intervention reduced the activation and differentiation of CD4~+ T cells. In addition, BB also enhanced the release of neurotrophic factors from BMDMs and primary microglia. The conditioned medium after BB intervention can significantly reduce the death of PC12 neurons, inhibit neuronal damage, and protect neurons. To sum up, BB plays a neuroprotective role by inhibiting macrophage and microglia-mediated inflammatory response and promoting neurotrophic factors.
Female
;
Rats
;
Mice
;
Animals
;
Bilobalides/pharmacology*
;
Neuroprotection
;
Lipopolysaccharides/toxicity*
;
Culture Media, Conditioned/pharmacology*
;
Mice, Inbred C57BL
;
Macrophages/metabolism*
;
Microglia
;
Cytokines/metabolism*
;
Nerve Growth Factors/pharmacology*
;
Inflammation/metabolism*
2.Incidence and prognosis of olfactory and gustatory dysfunctions related to infection of SARS-CoV-2 Omicron strain: a national multi-center survey of 35 566 population.
Meng Fan LIU ; Rui Xia MA ; Xian Bao CAO ; Hua ZHANG ; Shui Hong ZHOU ; Wei Hong JIANG ; Yan JIANG ; Jing Wu SUN ; Qin Tai YANG ; Xue Zhong LI ; Ya Nan SUN ; Li SHI ; Min WANG ; Xi Cheng SONG ; Fu Quan CHEN ; Xiao Shu ZHANG ; Hong Quan WEI ; Shao Qing YU ; Dong Dong ZHU ; Luo BA ; Zhi Wei CAO ; Xu Ping XIAO ; Xin WEI ; Zhi Hong LIN ; Feng Hong CHEN ; Chun Guang SHAN ; Guang Ke WANG ; Jing YE ; Shen Hong QU ; Chang Qing ZHAO ; Zhen Lin WANG ; Hua Bin LI ; Feng LIU ; Xiao Bo CUI ; Sheng Nan YE ; Zheng LIU ; Yu XU ; Xiao CAI ; Wei HANG ; Ru Xin ZHANG ; Yu Lin ZHAO ; Guo Dong YU ; Guang Gang SHI ; Mei Ping LU ; Yang SHEN ; Yu Tong ZHAO ; Jia Hong PEI ; Shao Bing XIE ; Long Gang YU ; Ye Hai LIU ; Shao wei GU ; Yu Cheng YANG ; Lei CHENG ; Jian Feng LIU
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2023;58(6):579-588
Objective: This cross-sectional investigation aimed to determine the incidence, clinical characteristics, prognosis, and related risk factors of olfactory and gustatory dysfunctions related to infection with the SARS-CoV-2 Omicron strain in mainland China. Methods: Data of patients with SARS-CoV-2 from December 28, 2022, to February 21, 2023, were collected through online and offline questionnaires from 45 tertiary hospitals and one center for disease control and prevention in mainland China. The questionnaire included demographic information, previous health history, smoking and alcohol drinking, SARS-CoV-2 vaccination, olfactory and gustatory function before and after infection, other symptoms after infection, as well as the duration and improvement of olfactory and gustatory dysfunction. The self-reported olfactory and gustatory functions of patients were evaluated using the Olfactory VAS scale and Gustatory VAS scale. Results: A total of 35 566 valid questionnaires were obtained, revealing a high incidence of olfactory and taste dysfunctions related to infection with the SARS-CoV-2 Omicron strain (67.75%). Females(χ2=367.013, P<0.001) and young people(χ2=120.210, P<0.001) were more likely to develop these dysfunctions. Gender(OR=1.564, 95%CI: 1.487-1.645), SARS-CoV-2 vaccination status (OR=1.334, 95%CI: 1.164-1.530), oral health status (OR=0.881, 95%CI: 0.839-0.926), smoking history (OR=1.152, 95%CI=1.080-1.229), and drinking history (OR=0.854, 95%CI: 0.785-0.928) were correlated with the occurrence of olfactory and taste dysfunctions related to SARS-CoV-2(above P<0.001). 44.62% (4 391/9 840) of the patients who had not recovered their sense of smell and taste also suffered from nasal congestion, runny nose, and 32.62% (3 210/9 840) suffered from dry mouth and sore throat. The improvement of olfactory and taste functions was correlated with the persistence of accompanying symptoms(χ2=10.873, P=0.001). The average score of olfactory and taste VAS scale was 8.41 and 8.51 respectively before SARS-CoV-2 infection, but decreased to3.69 and 4.29 respectively after SARS-CoV-2 infection, and recovered to 5.83and 6.55 respectively at the time of the survey. The median duration of olfactory and gustatory dysfunctions was 15 days and 12 days, respectively, with 0.5% (121/24 096) of patients experiencing these dysfunctions for more than 28 days. The overall self-reported improvement rate of smell and taste dysfunctions was 59.16% (14 256/24 096). Gender(OR=0.893, 95%CI: 0.839-0.951), SARS-CoV-2 vaccination status (OR=1.334, 95%CI: 1.164-1.530), history of head and facial trauma(OR=1.180, 95%CI: 1.036-1.344, P=0.013), nose (OR=1.104, 95%CI: 1.042-1.171, P=0.001) and oral (OR=1.162, 95%CI: 1.096-1.233) health status, smoking history(OR=0.765, 95%CI: 0.709-0.825), and the persistence of accompanying symptoms (OR=0.359, 95%CI: 0.332-0.388) were correlated with the recovery of olfactory and taste dysfunctions related to SARS-CoV-2 (above P<0.001 except for the indicated values). Conclusion: The incidence of olfactory and taste dysfunctions related to infection with the SARS-CoV-2 Omicron strain is high in mainland China, with females and young people more likely to develop these dysfunctions. Active and effective intervention measures may be required for cases that persist for a long time. The recovery of olfactory and taste functions is influenced by several factors, including gender, SARS-CoV-2 vaccination status, history of head and facial trauma, nasal and oral health status, smoking history, and persistence of accompanying symptoms.
Female
;
Humans
;
Adolescent
;
SARS-CoV-2
;
Smell
;
COVID-19/complications*
;
Cross-Sectional Studies
;
COVID-19 Vaccines
;
Incidence
;
Olfaction Disorders/etiology*
;
Taste Disorders/etiology*
;
Prognosis
3.Clinical characteristics of human adenovirus infection in hospitalized children with acute respiratory infection in Beijing.
Fang Ming WANG ; Chuan Yu YANG ; Yuan QIAN ; Fang LI ; Li GU ; Dong Mei CHEN ; Yu SUN ; Ru Nan ZHU ; Fang WANG ; Qi GUO ; Yu Tong ZHOU ; Ri DE ; Ling CAO ; Dong QU ; Lin Qing ZHAO
Chinese Journal of Pediatrics 2022;60(1):30-35
Objective: To compare the clinical characteristics of different types of human adenovirus (HAdV) infection in hospitalized children with acute respiratory infection in Beijing, and to clarify the clinical necessity of adenovirus typing. Methods: In a cross-sectional study, 9 022 respiratory tract specimens collected from hospitalized children with acute respiratory infection from November 2017 to October 2019 in Affiliated Children's Hospital, Capital Institute of Pediatrics were screened for HAdV by direct immunofluorescence (DFA) and (or) nucleic acid detection. Then the Penton base, Hexon and Fiber gene of HAdV were amplified from HAdV positive specimens to confirm their HAdV types by phylogenetic tree construction. Clinical data such as laboratory results and imaging data were analyzed for children with predominate type HAdV infection using t, U, or χ2 test. Results: There were 392 cases (4.34%) positive for HAdV among 9 022 specimens from hospitalized children with acute respiratory infection. Among those 205 cases who were successfully typed, 131 were male and 74 were female, age of 22.6 (6.7, 52.5) months,102 cases (49.76%) were positive for HAdV-3 and 86 cases (41.95%), HAdV-7, respectively, while 17 cases were confirmed as HAdV-1, 2, 4, 6, 14 or 21. In comparison of clinical characteristics between the predominate HAdV type 7 and 3 infection, significant differences were shown in proportions of children with wheezing (10 cases (11.63%) vs. 25 cases (24.51%)), white blood cell count >15 ×109/L (4 cases (4.65%) vs.14 cases (13.73%)), white blood cell count <5×109/L (26 cases (30.23%) vs.11 cases (10.78%)), procalcitonin level>0.5 mg/L (43 cases (50.00%) vs. 29 cases (28.43%)), multilobar infiltration (45 cases (52.33%) vs.38 cases (37.25%)), pleural effusion (23 cases (26.74%) vs. 10 cases (9.80%)), and severe adenovirus pneumonia (7 cases (8.14%) vs. 2 cases (1.96%)) with χ²=5.11, 4.44, 11.16, 9.19, 4.30, 9.25, 3.91 and P=0.024, 0.035, 0.001, 0.002, 0.038, 0.002, 0.048, respectively, and also in length of hospital stay (11 (8, 15) vs. 7 (5, 13) d, Z=3.73, P<0.001). Conclusions: HAdV-3 and 7 were the predominate types of HAdV infection in hospitalized children with acute respiratory tract infection in Beijing. Compared with HAdV-3 infection, HAdV-7 infection caused more obvious inflammatory reaction, more severe pulmonary symptoms, longer length of hospital stay, suggesting the clinical necessity of further typing of HAdVs.
Adenovirus Infections, Human/epidemiology*
;
Adenoviruses, Human/genetics*
;
Beijing/epidemiology*
;
Child
;
Child, Hospitalized
;
Cross-Sectional Studies
;
Female
;
Humans
;
Infant
;
Male
;
Phylogeny
;
Respiratory Tract Infections/epidemiology*
4.Effects of Tingli Dazao Xiefei Decoction on the immune inflammation and intestinal flora in asthmatic rats
Bei-bei ZHANG ; Meng-nan ZENG ; Qin-qin ZHANG ; Ru WANG ; Peng-li GUO ; Wan-qing LU ; Ju-fang JIA ; Meng LIU ; Yu-han ZHANG ; Wei-sheng FENG ; Xiao-ke ZHENG
Acta Pharmaceutica Sinica 2022;57(8):2364-2377
The study aims to explore the intervention mechanism of Tingli Dazao Xiefei Decoction on asthma from the perspective of immune inflammation and intestinal flora, providing a theoretical basis for guiding clinical medication. The ovalbumin (OVA) asthmatic rat model was established by intraperitoneal injection of OVA sensitization solution and aerosol challenge, and divided into control (CON), model (M), dexamethasone group (DEX, 0.075 mg·kg-1) and Tingli Dazao Xiefei Decoction (TLDZ, 3.5 g·kg-1). Firstly, the effects of Tingli Dazao Xiefei Decoction on asthma symptoms of rats, lung and trachea pathological changes of asthmatic rats were observed by inducing cough and asthma experiment, phenol red excretion, hematoxylin-eosin staining (H&E), Masson and periodic acid Schiff (PAS) staining; the levels of transforming growth factor
5.Regulation of Wenjingtang on HIF-1α Expression and Mitochondrial Function of Ectopic Endometrial Stromal Cells in Patients with Endometriosis
Xin-ru WANG ; Jin-yu GUO ; Le GAO ; Huan-xi ZHU ; Cai-ying HE ; Qing LI ; Yan-qing REN ; Li-ying NIU
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(6):17-25
ObjectiveThis study investigated the mechanism of Wenjingtang in the prevention and treatment of endometriosis (EMT) from the perspective of regulating hypoxia stress and mitochondrial function. MethodPrimary human endometrial stromal cells (ESCs) form ectopic endometrial tissues were isolated and cultured, the cells were divided into control group (Control), 5% control serum group (5% KBXQ), 10% control serum group (10% KBXQ), 5% Wenjingtang serum group (5% WJTXQ) and 10% Wenjingtang serum group (10% WJTXQ). ESCs in different groups were detected for proliferation by methyl thiazolyl tetrazolium (MTT) assay, mRNA and protein expression of hypoxia inducible factor-1α (HIF-1α) by real-time fluorescent quantitative polymerase chain reaction (Real-time PCR) and Western blot analysis, mitochondrial ultrastructure by transmission electron microscope, mitochondrial function [mitochondrial membrane potential, mitochondrial membrane potential(MMP) and cytochrome C(Cyt C) content] and apoptosis (cell membrane permeability, nuclear fluorescence intensity, nuclear size and cell counts) by high content screening (HCS) assay, apoptosis rate by flow cytometry, and proteins of B-cell lymphoma-2 (Bcl-2) associated X (Bax), Bcl-2 and cleaved cysteinyl aspartate specific proteinase-3 (cleaved Caspase-3) by Western blot. ResultCompared with Control group, the 5% KBXQ and 10% KBXQ groups showed increased cell viability (P<0.01), there was no significant change in HIF-1α mRNA and protein expression, transmission electron microscopy showed that the mitochondrial cristae were obvious and the inner and outer membranes of mitochondria were clear, HCS multichannel fluorescence staining showed that there were no significant changes in the expression of MMP, Cyt C and cell membrane permeability, and the nuclei showed uniform light staining, there were no significant changes in apoptosis rate, cleaved Caspase-3 protein expression and Bax/Bcl-2 ratio. Compared with Control group and corresponding concentration KBXQ group, the 5% WJTXQ and 10% WJTXQ group showed decreased cell viability (P<0.01) and HIF-1α mRNA and protein levels (P<0.05,P<0.01), the ultrastructure of mitochondria was destroyed, some mitochondria were swollen and the cristae were blurred, moreover, decreased MMP and up-regulated Cyt C release (P<0.05,P<0.01), increased cell membrane permeability (P<0.01), and apoptosis characteristics included nuclear pyknosis, DNA agglutination in nucleus and decrease of cell numbers were observed (P<0.05,P<0.01), increased apoptosis rate (P<0.01), which was consistent with the results of HCS analysis, and up-regulated expression levels of cleaved Caspase-3 protein and Bax/Bcl-2 ratio (P<0.05,P<0.01). ConclusionIn conclusion, the results suggest that Wenjingtang can improve hypoxia stress via down-regulating HIF-1α expression in ectopic ESCs, and inhibit cell proliferation, reduce mitochondrial biological activity and induce apoptosis, which might be the internal mechanism of Wenjingtang in preventing and treating EMT.
6.A multicenter study on the tolerance of intravenous low-dose cyclophosphamide in systemic lupus erythematosus.
Miao SHAO ; Hui Fang GUO ; Ling Yan LEI ; Qing ZHAO ; Yan Jie DING ; Jin LIN ; Rui WU ; Feng YU ; Yu Cui LI ; Hua Li MIAO ; Li Yun ZHANG ; Yan DU ; Rui Ying JIAO ; Li Xia PANG ; Li LONG ; Zhan Guo LI ; Ru LI
Journal of Peking University(Health Sciences) 2022;54(6):1112-1116
OBJECTIVE:
To compare the safety of low-dose cyclophosphamide and high-dose cyclophosphamide in the treatment of systemic lupus erythematosus (SLE).
METHODS:
A total of 1 022 patients with systemic lupus erythematosus from 24 hospitals in China between March 2017 to July 2018 were enrolled. Their clinical manifestations, laboratory tests, adverse events, reasons for stopping receiving intravenous cyclophosphamide and comorbidities were collected. Among them, 506 SLE patients received short-interval low-dose intravenous cyclophosphamide therapy (SILD IV-CYC, 400 mg every two weeks), and 256 patients underwent high-dose cyclophosphamide therapy (HD IV-CYC, 500 mg/m2 of body surface area every month), the side effects between the two groups were compared, the remaining 260 SLE patients were treated with IV-CYC irregularly. Moreover, a total of 377 patients in SILD IV-CYC group and 214 patients in HD IV-CYC group had medical records of the reasons for stopping recei-ving IV-CYC. The reasons for stopping receiving IV-CYC in these two groups were analyzed.
RESULTS:
In this study, only 40.27%(238/591)of the SLE patients stopped receiving intravenous cyclophosphamide for the causes of disease improvement, however, up to 33.67% (199/591) of the patients for the reason of drug-related side effects. There were 83 patients out of 214 (38.79%) with high-dose intravenous cyclophosphamide treatment who stopped receiving IV-CYC for the drug-related side effects, which was significantly higher than that in the low-dose cyclophosphamide group (30.77%, 116/337, P=0.048). Of theses 506 patients in SILD IV-CYC group, 88 (17.39%) patients experienced gastrointestinal reactions, 66 (13.04%) suffered from infections, 49 (9.68%) had myelosuppression and 68 (13.44%) had alopecia, respectively. Among the 256 patients in the HD IV-CYC group, 80 (31.25%) experienced gastrointestinal reactions, 57 (22.27%) suffered from infections, 51 (19.92%) had myelosuppression and 49 (19.14%) had alopecia. Moreover, 71 (25.18%) of 282 female patients with age between 16 to 45 years in SILD IV-CYC group had abnormal menstruation, while menstrual disorder occurred in 39.72% (56/141) patients of HD IV-CYC group. There was no difference of drug-induced hepatic injury, hemorrhagic cystitis and fatigue between the two groups.
CONCLUSION
Low-dose cyclophosphamide showed a lower prevalence of adverse events than high-dose cyclophosphamide in systemic lupus erythematosus patients.
Humans
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Female
;
Adolescent
;
Young Adult
;
Adult
;
Middle Aged
;
Immunosuppressive Agents/adverse effects*
;
Cyclophosphamide/therapeutic use*
;
Lupus Erythematosus, Systemic/drug therapy*
;
Administration, Intravenous
;
Alopecia/drug therapy*
7.Association between chronic hepatitis B virus infection anddiabetes among adults
WANG Hao ; CHEN Ling Li ; XIE Kai Xu ; WANG Chun Mei ; CAO Yuan ; SHEN Dun ; ZHANG Xiao Yi ; ZHU Shui Qing ; HU Ru Ying ; BIAN Zheng ; GUO Yu ; YU Min ; CHEN Zheng Ming ; LI Li Ming
Journal of Preventive Medicine 2021;33(1):1-5
Objective:
To explore the association between chronic hepatitis B virus infection and diabetes among adults.
Methods:
The baseline data of China Kadoorie Biobank ( CKB ) study from Tongxiang of Zhejiang Province was used for analysis. Community residents were investigated in the study from August 2004 to May 2008, including questionnaire survey, physical measurement and biological sample test. Univariate and multivariate logistic regression models were used to estimate the association of chronic hepatitis B virus infection with diabetes.
Results:
Totally 52 888 participants were included in the final analysis. The overall prevalence of HBsAg-positive was 3.55% ( N=1 877 ). The overall prevalence of diabetes was 5.17% ( N=2 733 ). The prevalence of HBsAg-positive in diabetic patients was 3.51% ( N=96 ). Both univariate and multivariate logistic regression models indicated that there was no association between chronic hepatitis B virus infection and diabetes( P>0.05 ).
Conclusion
No significant association has been found between chronic hepatitis B virus infection and diabetes among adults.
8.Essence of acupoints and meridians based on the studies of myofascial trigger points.
Shao-Qing GUO ; Ji-Min XU ; Yan-Tao MA ; Yan-Ru ZHANG ; Jia JIANG ; Qiang-Min HUANG
Chinese Acupuncture & Moxibustion 2021;41(6):633-640
Based on the modern anatomy and physiology, the referred pain of myofascial trigger points of each muscle is integrated; compared with the twelve meridians as well as conception vessel and governor vessel, the similarity of their position and running course is observed. With the current research progress of myofascial trigger points and fasciology, based on the running course of referred pain of trigger points, combined with fascia mechanics, nerve and vascular, the location of acupoints and meridians, as well as the relationship between acupoints and meridians, are discussed.
Acupuncture Points
;
Humans
;
Meridians
;
Muscles
;
Pain, Referred
;
Trigger Points
9.Comparison of clinical efficacy of two different pin arrangements for external fixation of femoral neck fracture.
Dong-Hui ZHANG ; Yang ZHANG ; Li-Ying LIU ; Jin-Xing WANG ; Xi-Qing HU ; Guo-Sheng ZHAO ; Xiao-Hu WU ; Hong-Ru JIANG
China Journal of Orthopaedics and Traumatology 2021;34(3):208-214
OBJECTIVE:
To retrospectively analyze the clinical efficacy of external fixation in the treatment of femoral neck fracture with two different pin layout.
METHODS:
From April 2000 to April 2018, 140 cases of femoral neck fracture were treated with closed reduction and percutaneous pin external fixation, among them 121 cases were followed up for more than 1 year, including 31 cases in traditional group, 12 males and 19 females, aged 45 to 74(65.4±8.4) years;90 cases in modified group, 39 males and 51 females, aged 12 to 75 (64.5±7.8) years. In traditional group, the first needle was put on the femoral talus, the second and third needles were put under the tension line, and the three needles were not on the same line in the lateral phase; in modified group, the first needle was drilled into the lateralcortex of the femur, obliquely penetrating the distal and proximal end of the femoral talus fracture, and the other two needles were drilled into the medial cortex of the femoral neck and the femoral talus, respectively. The operation time, hospital stay, postoperative ambulation time, femoral neck shortening rate, fracture healing time, fracture healing rate and femoral head necrosis rate of the two groups were observed and compared. Harris hip function score was used one year after operation.
RESULTS:
These 121 patients were followed-up, the follow up time of traditional group was 13 to 45(30.5±11.4) months;the follow-up time of modified group was 14 to 120(34.5±12.5) months. There was no significant difference in operation time, hospital stay and femoral head necrosis rate between two groups (
CONCLUSION
Compared with the traditional group, the modified group has the advantages of lower femoral neck shortening rate, shorter fracture healing time, higher fracture healing rate and higher Harris hip function score.
Adolescent
;
Adult
;
Aged
;
Child
;
External Fixators
;
Female
;
Femoral Neck Fractures/surgery*
;
Fracture Fixation
;
Fracture Fixation, Internal
;
Humans
;
Male
;
Middle Aged
;
Retrospective Studies
;
Treatment Outcome
;
Young Adult
10.The accuracy and influencing factors of sleep staging based on single-channel EEG via a deep neural network.
Xiang GAO ; Yan Ru LI ; Guo Dong LIN ; Ming Kai XU ; Xiao Qing ZHANG ; Yun Han SHI ; Wen XU ; Xing Jun WANG ; De Min HAN
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2021;56(12):1256-1262
Objective: To investigate theaccuracy of artificial intelligence sleep staging model in patients with habitual snoring and obstructive sleep apnea hypopnea syndrome (OSAHS) based on single-channel EEG collected from different locations of the head. Methods: The clinical data of 114 adults with habitual snoring and OSAHS who visited to the Sleep Medicine Center of Beijing Tongren Hospital from September 2020 to March of 2021 were analyzed retrospectively, including 93 males and 21 females, aging from 20 to 64 years old. Eighty-five adults with OSAHS and 29 subjects with habitual snoring were included. Sleep staging analysis was performed on the single lead EEG signals of different locations (FP2-M1, C4-M1, F3-M2, ROG-M1, O1-M2) using the deep learning segmentation model trained by previous data. Manual scoring results were used as the gold standard to analyze the consistency rate of results and the influence of different categories of disease. Results: EEG data in 124 747 30-second epochs were taken as the testing dataset. The model accuracy of distinguishing wake/sleep was 92.3%,92.6%,93.5%,89.2% and 83.0% respectively,based on EEG channel Fp2-M1, C4-M1, F3-M2, REOG-M1 or O1-M2. The mode accuracy of distinguishing wake/REM/NREM and wake/REM/N1-2/SWS , was 84.7% and 80.1% respectively based on channel Fp2-M1, which located in forehead skin. The AHI calculated based on total sleep time derived from the model and gold standard were 13.6[4.30,42.5] and 14.2[4.8,42.7], respectively (Z=-2.477, P=0.013), and the kappa coefficient was 0.977. Conclusions: The autonomic sleep staging via a deep neural network model based on forehead single-channel EEG (Fp2-M1) has a good consistency in the identification sleep stage in a population with habitual snoring and OSAHS with different categories. The AHI calculated based on this model has high consistency with manual scoring.
Adult
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Artificial Intelligence
;
Electroencephalography
;
Female
;
Humans
;
Male
;
Middle Aged
;
Neural Networks, Computer
;
Retrospective Studies
;
Sleep
;
Sleep Stages
;
Young Adult


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