1.Analysis and identification of electroencephalogram features in patients with Alzheimer’s disease and mild cognitive impairment
Huaying TAO ; Fengkai HE ; Xueyun DU ; Bingqian QU ; Huiyun YANG ; Aili LIU ; Tiaotiao LIU
International Journal of Biomedical Engineering 2024;47(4):325-334
Objective:To analyze the electroencephalogram (EEG) features of patients with Alzheimer’s disease (AD) and mild cognitive impairment (MCI), and to combine the characteristics for classification and prediction.Methods:One hundred and thirty-five patients attending the Department of Neurology at the General Hospital of Tianjin Medical University were enrolled, including 34 patients with AD, 67 patients with MCI, and 34 healthy control (HC). The electroencephalogram signals of these patients in the resting state were collected and preprocessed. Relative power spectral density features and sample entropy features on a multi-band scale were extracted to compare the whole-brain differences in electroencephalogram features among the 3 groups of subjects, and then subdivided into brain regions and individual leads for in-depth analysis. The above two features were fused to classify and predict AD, MCI, and HC by support vector machine (SVM).Results:The frontal regions had higher δ relative power spectral densities than the other regions, and the occipital and temporal regions showed relatively lower distributions. θ-Band relative power spectral densities had a more even distribution of sizes across brain regions. α-Band relative power spectral densities were concentrated in the occipital lobe, while β-band relative power spectral densities were mainly concentrated in the parietal and temporal lobes. Except for the central lobe, the δ-band relative power spectral densities of the AD group were higher than those of the MCI group ( P < 0.05) and HC group ( P < 0.01) in all brain regions and the whole brain. θ-band relative power spectral densities of the AD group were higher than those of the MCI gourp ( P < 0.001) and HC group ( P < 0.001) in the whole brain and in all brain regions. α-Band relative power spectral densities of the AD group were lower than those of the other groups only in the temporal lobe (all P < 0.05). The relative power spectral density of the β-band in the AD group was higher than that of the other groups in the whole brain and in all brain regions ( P < 0.05, 0.01, 0.001). The difference in the relative power spectral density of the δ-band in the C3 lead in the central lobe of the AD and HC groups was statistically significant ( P < 0.05). The relative power spectral density of the γ-band in the temporal lobe was higher than that in the other regions of the AD group, the MCI group, and the HC group. The relative power spectral density of the γ-band in the T3 lead in the AD group was significantly lower than that in the T4 lead. The average entropy of samples in the whole brain and in each brain region was lower than that in the HC group in the AD and MCI groups (all P < 0.05). The entropy of the samples at lead C3 in the AD group was lower than that in the MCI group ( P < 0.05). The differences between the relative power spectral density, sample entropy, and the actual data classification evaluation indexes (accuracy rate, precision rate, recall rate, and F1 score) that fused the two features, and the rearranged data were all statistically significant (all P < 0.001). When the relative power spectral density feature and the sample entropy feature were fused in the classification features, the best classification prediction was achieved, with an accuracy rate of 80%, a precision rate of 78%, a recall rate of 78%, and the F1 score of 79%. Conclusions:Relative power spectral density and sample entropy analysis can reveal the abnormalities of electroencephalogram activities of AD and MCI patients from different perspectives (linear and nonlinear), and the combination of these two features in classification prediction can improve the classification effect.
2.Self-care activities and their influencing factors among young and middle-aged patients with type 2 diabetes mellitus
Yawei HE ; Huaying GE ; Xiuying LI ; Zhaofang YE ; Liping KONG
Journal of Preventive Medicine 2022;34(3):258-262
Objective:
To investigate the self-care activities and their influencing factors among young and middle-aged patients with type 2 diabetes mellitus ( T2DM ), so as to provide the basis for the care management of T2DM.
Methods:
T2DM patients at ages of 18 to 59 years that were admitted to Department of Endocrinology, Hangzhou First People's Hospital Affiliated to Medical School of Zhejiang University were selected using the convenient sampling method from January to August 2021, and the demographic data were collected using questionnaires, including gender, age and educational levels. The self-care level was measured using the Summary of Diabetes Self-Care Activities ( SDSCA ) was used to assess self-management behaviors, and the social support level was evaluated using the Social Support Rating Scale ( SSRS ), while the coping modes were assessed using the Medical Coping Modes Questionnaire ( MCMQ ). Factors affecting the self-care activities were identified among young and middle-aged patients with T2DM using multivariable linear regression analysis.
Results:
The 342 respondents included 185 men ( 54.07% ) and 157 women (45.93% ), and had a mean age of ( 43.76±3.82 ) years. The total score of self-care activities was ( 94.22±18.74 ), and the overall scoring rate was 72.48%, including 63 cases with high scores ( 18.42% ), 208 cases with moderate scores ( 60.82% ) and 71 cases with low scores ( 20.76% ). Multivariable linear regression analysis identified gender ( women, β'=0.213 ), educational level ( high school/technical secondary school, β'=0.187; diploma and above, β'=0.411 ), household monthly income per capita (5 000 Yuan and higher, β'=0.390), course of disease ( >5 years, β'=0.340 ), history of receiving health education targeting diabetes ( β'=0.411 ), coping mode ( avoidance, β'=0.195; confronce, β'=0.367 ) and social support level ( general, β'=0.206; high, β'=0.383 ) as factors affecting self-care activities among young and middle-aged patients with T2DM.
Conclusions
The overall self-care activities at a moderate level among young and middle-aged patients with T2DM, which are associated with gender, educational level, economic income, course of disease, health education targeting diabetes, coping mode and social support level.
3.The disbalance of LRP1 and SIRPα by psychological stress dampens the clearance of tumor cells by macrophages.
Yanping WU ; Xiang LUO ; Qingqing ZHOU ; Haibiao GONG ; Huaying GAO ; Tongzheng LIU ; Jiaxu CHEN ; Lei LIANG ; Hiroshi KURIHARA ; Yi-Fang LI ; Rong-Rong HE
Acta Pharmaceutica Sinica B 2022;12(1):197-209
The relationship between chronic psychological stress and tumorigenesis has been well defined in epidemiological studies; however, the underlying mechanism remains underexplored. In this study, we discovered that impaired macrophage phagocytosis contributed to the psychological stress-evoked tumor susceptibility, and the stress hormone glucocorticoid (GC) was identified as a principal detrimental factor. Mechanistically, GC disturbed the balance of the "eat me" signal receptor (low-density lipoprotein receptor-related protein-1, LRP1) and the "don't eat me" signal receptor (signal regulatory protein alpha, SIRPα). Further analysis revealed that GC led to a direct, glucocorticoid receptor (GR)-dependent trans-repression of LRP1 expression, and the repressed LRP1, in turn, resulted in the elevated gene level of SIRPα by down-regulating miRNA-4695-3p. These data collectively demonstrate that stress induces the imbalance of the LRP1/SIRPα axis and entails the disturbance of tumor cell clearance by macrophages. Our findings provide the mechanistic insight into psychological stress-evoked tumor susceptibility and indicate that the balance of LRP1/SIRPα axis may serve as a potential therapeutic strategy for tumor treatment.
4.Changes of inflammatory cytokines and T lymphocyte activation in the peripheral blood of human immunodeficiency virus infected patients during anti-retroviral therapy
Zhenyu XU ; Jiashi GAO ; Yan HE ; Huaying ZHOU ; Zi CHEN ; Bo HE ; Yuhuang ZHENG
Chinese Journal of Infectious Diseases 2022;40(9):538-544
Objective:To explore the dynamic changes of inflammatory cytokines and T lymphocyte activation in the peripheral blood of human immunodeficiency virus (HIV)/acquired immunodeficiency syndrome (AIDS) patients during anti-retroviral therapy (ART).Methods:Two hundred and six HIV/AIDS patients with ART at clinic of the Department of Infectious Diseases in Second Xiangya Hospital, Central-South University between January 2017 and December 2019 were selected as HIV infection group. They were followed up regularly and the blood samples before treatment and at month 6, month 12, month 24 of treatment were collected. Meanwhile, 52 healthy cases were enrolled in the healthy control group and their blood samples were collected. Enzyme-linked immunosorbent assay was used to detect the plasma concentrations of interleukin (IL)-6, hypersensitive C-reactive protein (hsCRP) and tumor necrosis factor (TNF)-α. Flow cytometry was used to detect the CD3 + CD4 + T lymphocytes count and the percentage of CD4 + CD38 + T lymphocytes and CD8 + CD38 + T lymphocytes in the peripheral blood mononuclear cells. Plasma HIV RNA viral load was determined using a quantitative real-time polymerase chain reaction technique. Statistical methods used paired t test and Pearson correlation analysis. Results:The concentrations of IL-6, hsCRP and TNF-α in HIV infection group were (13.42±2.35) pg/mL, (4 012.46±1 012.35) μg/L and (51.78±11.32) μg/L, respectively, which were higher than those in healthy control group ((6.14±0.78) pg/mL, (707.21±305.76) μg/L and (19.01±6.48) μg/L, respectively). The differences were all statistically significant ( t=12.56, 16.79 and 13.45, respectively, all P<0.001). They decreased gradually after initiation of ART in HIV infection group, and returned to normal levels at month 24 of ART. CD3 + CD4 + T cells count was (256.00±65.32)/μL and HIV RNA viral load was (4.467±4.244) lg copies/mL before ART in HIV infection group, which were negatively correlated ( r=-0.625, P=0.041). The percentages of CD8 + CD38 + T lymphocytes before treatment and at month 12 or month 24 of treatment in HIV infection group were higher than those in healthy control group. The differences were all statistically significant ( t=3.85, 6.84 and 2.57, respectively, all P<0.050). The percentage of CD8 + CD38 + T lymphocytes was positively correlated with HIV RNA viral load before ART ( r=0.768, P=0.026). The percentages of CD4 + CD38 + T lymphocytes before treatment and at month 12 or month 24 of treatment in the HIV infection group were lower than those in the healthy control group, and the differences were all statistically significant ( t=6.80, 1.10, and 2.11, respectively, all P<0.050). Conclusions:HIV infection could not only cause insufficiency in immune system, but also abnormal activation of immune system, which could get better gradually with ART.
5.Efficacy and safety of endoscopic papillectomy of major duodenal papilla neoplasms
Jian WANG ; Shun HE ; Jiqing ZHU ; Liyan XUE ; Lan AN ; Yueming ZHANG ; Lizhou DOU ; Yong LIU ; Yan KE ; Xudong LIU ; Yumeng LIU ; Hairui WU ; Pingping LIU ; Huaying XUN ; Xue ZHANG ; Xinzhang JIA ; Guiqi WANG
Chinese Journal of Oncology 2021;43(3):329-334
Objective:To discuss the efficacy and safety of endoscopic papillectomy of major duodenal papilla neoplasms.Methods:The clinical-pathological data of 21 patients who were admitted to the Department of Endoscopy, Cancer Hospital, Chinese Academy of Medical Sciences and underwent endoscopic papillectomy of major duodenal papilla neoplasms from January 2014 to January 2020 were retrospectively studied, their postoperative outcomes and complication were also analyzed.Results:Tweenty-one patients were successfully performed endoscopic papillectomy of major duodenal papilla neoplasms. The resected lesions varied between 0.5-2.8 cm. Completed lesion was resected in 19 cases and lesion blocks in 2 cases. The incidence of postoperative complication was 52.4% (11/21), including 8 cases of postoperative bleeding (38.1%). Five patients stopped bleeding after endoscopic hemostasis and 3 patients stopped after interventional embolization. Two patients experienced perforation (9.5%) and recovered after conservative treatment including anti-inflammatory treatment and abdominal drainage. Five patients had pancreatitis (23.8%) and recovered after treatment with pre-somatostatin and anti-inflammatory rectal suppository. Preoperative pathological results of 21 patients suggested that 11 were high-grade intraepithelial neoplasia and 8 were low-grade intraepithelial neoplasia, and 2 were chronic inflammation. Postoperative pathological results suggested that 4 were adenocarcinoma, and the rest 17 were adenoma. The coincidence rate of preoperative biopsy results and postoperative pathology was 38.1%(8/21), and underestimate of the pathological stage occurred in 11 patients (52.4%) during the preoperative biopsy, overestimate occurred in two patients (9.5%). Four cases had a positive incisal margin. All patients had good prognoses and no death event occurred during the follow-up period.Conclusions:Early-stage major duodenal papilla neoplasms should be treated with aggressive resection. Endoscopic papillectomy of duodenal papilla neoplasms is safe, effective, and can be recommended as the preferred procedure for major duodenal papilla neoplasms.
6.Efficacy and safety of endoscopic papillectomy of major duodenal papilla neoplasms
Jian WANG ; Shun HE ; Jiqing ZHU ; Liyan XUE ; Lan AN ; Yueming ZHANG ; Lizhou DOU ; Yong LIU ; Yan KE ; Xudong LIU ; Yumeng LIU ; Hairui WU ; Pingping LIU ; Huaying XUN ; Xue ZHANG ; Xinzhang JIA ; Guiqi WANG
Chinese Journal of Oncology 2021;43(3):329-334
Objective:To discuss the efficacy and safety of endoscopic papillectomy of major duodenal papilla neoplasms.Methods:The clinical-pathological data of 21 patients who were admitted to the Department of Endoscopy, Cancer Hospital, Chinese Academy of Medical Sciences and underwent endoscopic papillectomy of major duodenal papilla neoplasms from January 2014 to January 2020 were retrospectively studied, their postoperative outcomes and complication were also analyzed.Results:Tweenty-one patients were successfully performed endoscopic papillectomy of major duodenal papilla neoplasms. The resected lesions varied between 0.5-2.8 cm. Completed lesion was resected in 19 cases and lesion blocks in 2 cases. The incidence of postoperative complication was 52.4% (11/21), including 8 cases of postoperative bleeding (38.1%). Five patients stopped bleeding after endoscopic hemostasis and 3 patients stopped after interventional embolization. Two patients experienced perforation (9.5%) and recovered after conservative treatment including anti-inflammatory treatment and abdominal drainage. Five patients had pancreatitis (23.8%) and recovered after treatment with pre-somatostatin and anti-inflammatory rectal suppository. Preoperative pathological results of 21 patients suggested that 11 were high-grade intraepithelial neoplasia and 8 were low-grade intraepithelial neoplasia, and 2 were chronic inflammation. Postoperative pathological results suggested that 4 were adenocarcinoma, and the rest 17 were adenoma. The coincidence rate of preoperative biopsy results and postoperative pathology was 38.1%(8/21), and underestimate of the pathological stage occurred in 11 patients (52.4%) during the preoperative biopsy, overestimate occurred in two patients (9.5%). Four cases had a positive incisal margin. All patients had good prognoses and no death event occurred during the follow-up period.Conclusions:Early-stage major duodenal papilla neoplasms should be treated with aggressive resection. Endoscopic papillectomy of duodenal papilla neoplasms is safe, effective, and can be recommended as the preferred procedure for major duodenal papilla neoplasms.
7.Prognosis analysis of liver failure with secondary infection
Jiashi GAO ; Zhenyu XU ; Jin LI ; Yan HE ; Huaying ZHOU ; Wenlong WANG ; Zi CHEN
Chinese Journal of Infectious Diseases 2019;37(5):271-274
Objective To analyze the impact of secondary infection on prognosis of liver failure. Methods A total of 384 hospitalized patients who were diagnosed with liver failure from January 2015 to Decembet 2017 in the Department of Infectious Diseases of the Second Xiangya Hospital of Central South University were retrospectively analyzed.The patients were divided into infected group and non-infected group according to whether they were complicated with infection during hospitalization .The cause of liver failure, the area and source of infection were recorded.The infected group was divided into bacterial group and fungal group.The liver and kidney function , international normalized ratio ( INR).The model for end-stage liver disease ( MELD ) score, hospitalization days , medical expenditure , and mortality were calculated and evaluated.T test was used for normally distributed continuous variables , and chi-square test was used for classified variables.Results A total of 384 hospitalized patients with liver failure were enrolled , including 321 males and 63 females with age of (45.5 ±13.4) years.There were 240 patients (62.5%, infected group) who had secondary infection during the whole course , and 144 patients (37.5%, non-infected group ) were not infected.Among the 384 patients, 328 patients (85.4%) were infected with hepatitis B virus, 8(2.1%) with hepatitis C virus, and 10(2.6%) with alcoholic hepatitis.As for the clinical types of liver failure , 187 patients (48.7%) were diagnosed with acute-on-chronic (subacute) liver failure and 158 (41.1%) with chronic liver failure.Among the 240 patients in the infected group, 122 patients (50.8%) had abdominal infection, 84 (35%) had pulmonary infection, 8(3.3%) had urinary tract infection, 13(5.4%) had biliary tract infection , and 11 ( 4.6%) had bloodstream infection.The levels of total bilirubin , creatinine, MELD scores, hospitalization days and medical expenditure in the infected group and non -infected group were statistically significant (all P<0.01) after 30 days in hospital.In the infected group, 362 various samples from 240 patients were submitted for bacterial culture , among which 87 samples were positive, including Candida in 15 samples, Aspergillus in 8 samples, Acinetobacter baumannii in 13 samples, Staphylococcus in 10 samples, Escherichia coli in 11 samples, Klebsiella pneumoniae in 14 samples, Bacillus faecalis in 4 samples, Bacillus pallid in 4 samples, Stenotrophomonas maltophilia in 4 samples and Aeromonas hydrophila in 4 samples.Among the 240 patients in the infected group , 182 patients were diagnosed with bacterial infection and 58 with fungal infection. There were significant differences in total bilirubin , serum creatinine, INR, MELD scores and mortality rate between the two groups ( all P<0.05).Conclusions The rate of secondary infection in patients with liver failure is not related with age.The development of secondary infection , especially fungal infection , worsens the prognosis of patients with liver failure.
8. Diagnostic value of thin-slice CT navigation combined with cytology in preoperative bronchoscopy of peripheral pulmonary lesions
Lei ZHANG ; Ting GAO ; Xiaoduo YU ; Shun HE ; Huaying XUN ; Guiqi WANG
Chinese Journal of Oncology 2019;41(2):86-90
Objective:
To evaluate the diagnostic value of thin-slice CT navigation combined with cytology in routine preoperative bronchoscopy of peripheral pulmonary lesions and compare the diagnostic effects of different cytological sampling methods.
Methods:
The clinical data of peripheral lung cancer patients with preoperative bronchoscopy and cytology sampling guided by thin-slice CT from May 2015 to July 2016 in Cancer Hospital, Chinese Academy of Medical Sciences were retrospectively analyzed. The diagnostic accuracy, sensitivity and specificity of different cytological sampling methods for peripheral pulmonary lesions guided by thin-slice CT were compared, the factors affected the diagnostic sensitivity were analyzed, and the complications induced by these methods were observed.
Results:
The diagnostic sensitivity of thin-slice CT navigation combined with bronchoalveolar lavage for peripheral pulmonary lesions was 39.1%, and the positive diagnosis rate was 35.1%. The diagnostic sensitivity of thin-slice CT navigation combined with cell brush for peripheral pulmonary lesions was 51.7%, and the positive diagnosis rate was 46.4%. The diagnostic sensitivity of bronchoalveolar lavage combined with cell brush for peripheral pulmonary lesions was 57.5%, and the positive diagnosis rate was 51.5%. The positive diagnosis rate between brush sampling and bronchoalveolar lavage was statistically different (
9.Study on the correlation between oxidative stress and pain after laparoscopic myomectomy
Jianguo LIU ; Yu JIANG ; Xiaoyan FAN ; Huaying CHEN ; Yao HE ; Wei YANG
Journal of Chinese Physician 2018;20(9):1320-1323
Objective To investigate the correlation between oxidative stress and pain after laparoscopie myomectomy.Methods 84 patients with uterine myoma who were treated in Changsha Hospital of traditional Chinese Medicine from March 2014 to March 2017 were enrolled in the study.The patients were divided into the control group (n =42) and the observation group (n =42) according to the random number table method.The patients in the control group were treated with conventional laparotomy hysteromyoma expetion,and the patients in the observation group were treated by laparoscopic myomectomy.The levels of oxidative stress indexes [reactive oxygen species (ROS),malondialdehyde (MDA),advanced oxidation protein products (AOPP)] and pain indexes [interleukin-6 (IL-6),substance P (SP),prostaglandin E2 (PGE2) and visual analogue scale (VAS) score] were compared between two groups before operation,1 d after operation and 3 d after operation.Pearson correlation analysis was used to analyze the correlation between oxidative stress and pain.Results The levels of plasma ROS,MDA and AOPP in the two groups 1 d after operation and 3 d after operation were higher than those before operation (all P < 0.05),the levels of plasma ROS,MDA and AOPP in observation group 1d after operation and 3 d after operation were significantly lower than in the control group (all P < 0.05).The levels of serum IL-6,SP,PGE2 and VAS score in the two groups 1 d after operation and 3 d after operation were all higher than those before operation (all P < 0.05),the levels of serum IL-6,SP,PGE2 and VAS score in observation group after 1 d and 3 d after operation were all lower than those in control group (all P < 0.05).The results of Pearson correlation analysis showed that ROS,MDA and AOPP was positively correlated with PGE2 (P < 0.05).Conclusions Laparoscopic myomectomy can effectively reduce the oxidative stress response to postoperative hysteromyoma and relieve postoperative pain,and oxidative stress is positively correlated with PGE2 after operation.
10.The training of position transfer technique and evaluation of effects
Chan KONG ; Huaying HE ; Hongzhen LAN ; Wanling LI
Chinese Journal of Nursing 2017;52(1):84-86
Objective To investigate the effects of training of Bobath position transfer technique for nurses.Methods Thirty nurses were recruited in the study using convenience sampling and received training of Bobath transfer technique.Five variables were evaluated before and after training:transfer skills,transfer intensity,sense of comfort,and sense of comfort and sense of security from simulated patients.Results Nurses' transfer skills and sense of comfort were higher after training (P<0.05).Transfer intensity was lower than before (P<0.05).Sense of comfort and sense of security from simulated patients were improved after the training (P<0.05).Conclusion Training of Bobath transfer technique can improve nurses' transfer skills and promote sense of comfort and sense of security from simulated patients.


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