1.Nonlinear association of nap duration with anxiety and depressive symptoms among junior high school students
ZHOU Xin,LI Yanqiu,OU Junqi,LIN Jing,FENG Lihui,LIN Ziqiang,GAO Yanhui,LI Lixia
Chinese Journal of School Health 2026;47(4):558-562
Objective:
To explore the association between nap duration with anxiety and depressive symptoms among junior high school students, in order to provide evidence for mental health interventions for adolescents.
Methods:
From May to June 2022, a combination of convenience sampling and cluster sampling was used to select 2 491 students from 2 junior high schools in Haizhu District, Guangzhou City for questionnaire survey and physical examination. The questionnaire collected nap duration, night time sleep duration, bedtime, physical activity, and sedentary behavior. Anxiety and depressive symptoms were assessed using Patient Health Questionnaire-9 (PHQ-9) and Generalized Anxiety Disorder-7 (GAD-7), respectively. Log-binomial regression model was used to analyze the association of nap duration with anxiety and depressive symptoms, as well as comorbidity among junior high school students, and a restricted cubic spline (RCS) Log-binomial regression model was employed to analyze the non linear relationship after adjusting for covariates.
Results:
The detection rates of anxiety symptoms, depressive symptoms and comorbidity among junior high school students were 13.29%,14.65%,9.19%. After adjusting for covariates such as age, gender and nighttime sleep duration, compared with a school day nap duration of <30 min/d, a nap duration of 30-<60 min/d was associated with a reduced risk of anxiety symptoms ( APR =0.68, 95% CI =0.49-0.98) and comorbidity ( APR =0.56, 95% CI =0.39-0.87)(both P < 0.05 ). Compared with no napping on weekends, a nap duration of 30-<60 min/d was associated with a reduced risk of anxiety symptoms ( APR =0.62, 95% CI =0.41-0.88), depressive symptoms ( APR =0.52, 95% CI =0.34-0.75) and comorbidity ( APR = 0.52 , 95% CI =0.30-0.83)(all P <0.05). RCS curves showed a nonlinear relationship between weekend nap duration and the prevalence of anxiety, depressive symptoms and comorbidity among junior high school students(all P non linear <0.05); weekend nap duration of <120 min was associated with a lower risk of anxiety and depressive symptoms, and weekend nap duration of >180 min was associated with an increased risk.
Conclusions
Appropriate nap duration can help reduce the risk of anxiety, depressive symptoms, and the comorbidity among junior high school students. Adolescents should be guided to reasonably arrange nap duration for promoting physical and mental health.
2.Development and validation of a machine learning-based prognostic model for portal vein thrombosis in liver cirrhosis
Junqi YUAN ; Sa LYU ; Jun LING ; Yiwen XU ; Hui FENG ; Shaoli YOU ; Fuquan LIU ; Limei YU ; Bing ZHU
Chinese Journal of Hepatobiliary Surgery 2025;31(7):497-502
Objective:To analyze the prognostic factors of patients with liver cirrhosis and portal vein thrombosis (PVT), and to construct a prognostic prediction model based on machine learning methods.Methods:The clinical data of 388 patients with liver cirrhosis and PVT admitted to the Fifth Medical Center of PLA General Hospital from January 2022 to April 2024 were retrospectively collected and analyzed, including 243 males and 145 females, aged (56.9±10.9) years. A total of 388 patients were randomly divided into the training set ( n=310) and the testing set ( n=78) in a 4∶1 ratio. The Boruta algorithm was used to screen the key features in the training set, and then four machine learning algorithms, including random forest, support vector machine, generalized linear model and Bayesian, were used to establish a survival prediction model. Model performance was evaluated by the receiver operating characteristic (ROC) curves of the test set and the training set. The patients were followed up for 1 year for survival. Sort the importance of features based on the SHAP value. Results:There were 250 patients (80.6%) who survived and 60 (19.4%) who died. The model for end-stage liver disease score, total bilirubin, serum creatinine, prothrombin time, international normalized ratio, D-dimer, white blood cell count, severe ascites ratio, and Child-Pugh grade C ratio of liver function in the death group were higher than those in the survival group, and the red blood cell count and hematocrit were lower than those in the survival group, and the differences were statistically significant (all P<0.05). The areas under the ROC curve for predicting survival by random forest, support vector machine, generalized linear model and Bayesian model were 0.92, 0.78, 0.81 and 0.71 in the training set, and the area under the ROC curve in the testing set were 0.81, 0.72, 0.67 and 0.68, respectively. Random forest had the best prediction performance, with an accuracy of 81.7%, a sensitivity of 84.6%, and a specificity of 76.9% in the testing set. In the analysis of the importance of characteristic parameters of the random forest model, total bilirubin, red blood cells, hematocrit, serum creatinine, ascites classification, etc. had a relatively high contribution to the model. Conclusion:In the survival prediction model of patients with liver cirrhosis and PVT based on machine learning algorithm, the random forest model had high prediction performance, and total bilirubin may be the most important factor affecting the survival prognosis of patients.
3.The influence of holmium laser enucleation of the prostate with early complete transection of the urethral mucosa at the tip of the prostate on urinary control function and sexual function in patients with benign prostatic hyperplasia
Binbin ZHANG ; Lingling DU ; Xiaolong HE ; Yi LI ; Yantao DANG ; Jixue GAO ; Feng WANG ; Junqi JIA
Journal of Chinese Physician 2025;27(4):561-567
Objective:To explore the effects of holmium laser enucleation of the prostate with early complete transection of the urethral mucosa at the tip of the prostate on urinary control function and sexual function in patients with benign prostatic hyperplasia (BPH).Methods:Eighty patients with BPH who underwent holmium laser enucleation of the prostate in the Affiliated Hospital of Yan′an University from January 2019 to January 2023 were collected as the research subjects. The patients were divided into the observation group and the control group by the random number table method, with 40 cases in each group. The observation group underwent early holmium laser enucleation of the prostate with early complete transection of the urethral mucosa at the tip of the prostate, while the control group underwent conventional holmium laser prostatectomy. The general conditions, urinary control function and sexual function of the two groups of patients after the operation were compared. The adverse ejaculation conditions 6 months after the operation were recorded.Results:There was no statistically significant difference in age and prostate volume between the two groups of patients (all P>0.05). The operation time, intraoperative blood loss, postoperative indwelling urinary catheter time and postoperative hospital stay in the observation group were significantly less than those in the control group (all P<0.05). The International Prostate Symptom Scale (IPSS) score, Quality of Life (QOL) score, the maximum flow rate (Qmax), and post void residual (PVR) in the bladder of the two groups of patients 6 months after the operation were compared with those before the operation, and the differences were statistically significant (all P<0.05), while there were no statistically significant differences between the groups (all P>0.05). There were no statistically significant differences in the International Index of Erectile Function (IIEF-5) scores and Erection Hardness Grading Scale (EHGS) grades of the two groups of patients 6 months after surgery compared with those before surgery (all P>0.05), and there were also no statistically significant differences between the groups (all P>0.05). There was no statistically significant difference in the ejaculation function score and ejaculation distress score 6 months after the operation in the observation group compared with those before the operation (all P>0.05), while in the control group, the ejaculation function score 6 months after the operation was lower than that before the operation, and the ejaculation distress score was higher than that before the operation (all P<0.05). The ejaculation function score and ejaculation distress score of the observation group 6 months after the operation were significantly better than those of the control group (all P<0.05). The incidences of retrograde ejaculation and reduced semen volume 6 months after the operation in the observation group were both lower than those in the control group (all P<0.05). There was no statistically significant difference in the incidence of rapid ejaculation, ejaculation pain, hematospermia, etc. between the two groups of patients 6 months after the operation (all P>0.05). Conclusions:In holmium laser enucleation of the prostate, early complete transection of the urethral mucosa at the tip of the prostate has an improving effect on urinary control function and sexual function in patients with BPH, and increases the confidence in postoperative life and satisfaction with orgasm of BPH patients.
4.The influence of holmium laser enucleation of the prostate with early complete transection of the urethral mucosa at the tip of the prostate on urinary control function and sexual function in patients with benign prostatic hyperplasia
Binbin ZHANG ; Lingling DU ; Xiaolong HE ; Yi LI ; Yantao DANG ; Jixue GAO ; Feng WANG ; Junqi JIA
Journal of Chinese Physician 2025;27(4):561-567
Objective:To explore the effects of holmium laser enucleation of the prostate with early complete transection of the urethral mucosa at the tip of the prostate on urinary control function and sexual function in patients with benign prostatic hyperplasia (BPH).Methods:Eighty patients with BPH who underwent holmium laser enucleation of the prostate in the Affiliated Hospital of Yan′an University from January 2019 to January 2023 were collected as the research subjects. The patients were divided into the observation group and the control group by the random number table method, with 40 cases in each group. The observation group underwent early holmium laser enucleation of the prostate with early complete transection of the urethral mucosa at the tip of the prostate, while the control group underwent conventional holmium laser prostatectomy. The general conditions, urinary control function and sexual function of the two groups of patients after the operation were compared. The adverse ejaculation conditions 6 months after the operation were recorded.Results:There was no statistically significant difference in age and prostate volume between the two groups of patients (all P>0.05). The operation time, intraoperative blood loss, postoperative indwelling urinary catheter time and postoperative hospital stay in the observation group were significantly less than those in the control group (all P<0.05). The International Prostate Symptom Scale (IPSS) score, Quality of Life (QOL) score, the maximum flow rate (Qmax), and post void residual (PVR) in the bladder of the two groups of patients 6 months after the operation were compared with those before the operation, and the differences were statistically significant (all P<0.05), while there were no statistically significant differences between the groups (all P>0.05). There were no statistically significant differences in the International Index of Erectile Function (IIEF-5) scores and Erection Hardness Grading Scale (EHGS) grades of the two groups of patients 6 months after surgery compared with those before surgery (all P>0.05), and there were also no statistically significant differences between the groups (all P>0.05). There was no statistically significant difference in the ejaculation function score and ejaculation distress score 6 months after the operation in the observation group compared with those before the operation (all P>0.05), while in the control group, the ejaculation function score 6 months after the operation was lower than that before the operation, and the ejaculation distress score was higher than that before the operation (all P<0.05). The ejaculation function score and ejaculation distress score of the observation group 6 months after the operation were significantly better than those of the control group (all P<0.05). The incidences of retrograde ejaculation and reduced semen volume 6 months after the operation in the observation group were both lower than those in the control group (all P<0.05). There was no statistically significant difference in the incidence of rapid ejaculation, ejaculation pain, hematospermia, etc. between the two groups of patients 6 months after the operation (all P>0.05). Conclusions:In holmium laser enucleation of the prostate, early complete transection of the urethral mucosa at the tip of the prostate has an improving effect on urinary control function and sexual function in patients with BPH, and increases the confidence in postoperative life and satisfaction with orgasm of BPH patients.
5.Development and validation of a machine learning-based prognostic model for portal vein thrombosis in liver cirrhosis
Junqi YUAN ; Sa LYU ; Jun LING ; Yiwen XU ; Hui FENG ; Shaoli YOU ; Fuquan LIU ; Limei YU ; Bing ZHU
Chinese Journal of Hepatobiliary Surgery 2025;31(7):497-502
Objective:To analyze the prognostic factors of patients with liver cirrhosis and portal vein thrombosis (PVT), and to construct a prognostic prediction model based on machine learning methods.Methods:The clinical data of 388 patients with liver cirrhosis and PVT admitted to the Fifth Medical Center of PLA General Hospital from January 2022 to April 2024 were retrospectively collected and analyzed, including 243 males and 145 females, aged (56.9±10.9) years. A total of 388 patients were randomly divided into the training set ( n=310) and the testing set ( n=78) in a 4∶1 ratio. The Boruta algorithm was used to screen the key features in the training set, and then four machine learning algorithms, including random forest, support vector machine, generalized linear model and Bayesian, were used to establish a survival prediction model. Model performance was evaluated by the receiver operating characteristic (ROC) curves of the test set and the training set. The patients were followed up for 1 year for survival. Sort the importance of features based on the SHAP value. Results:There were 250 patients (80.6%) who survived and 60 (19.4%) who died. The model for end-stage liver disease score, total bilirubin, serum creatinine, prothrombin time, international normalized ratio, D-dimer, white blood cell count, severe ascites ratio, and Child-Pugh grade C ratio of liver function in the death group were higher than those in the survival group, and the red blood cell count and hematocrit were lower than those in the survival group, and the differences were statistically significant (all P<0.05). The areas under the ROC curve for predicting survival by random forest, support vector machine, generalized linear model and Bayesian model were 0.92, 0.78, 0.81 and 0.71 in the training set, and the area under the ROC curve in the testing set were 0.81, 0.72, 0.67 and 0.68, respectively. Random forest had the best prediction performance, with an accuracy of 81.7%, a sensitivity of 84.6%, and a specificity of 76.9% in the testing set. In the analysis of the importance of characteristic parameters of the random forest model, total bilirubin, red blood cells, hematocrit, serum creatinine, ascites classification, etc. had a relatively high contribution to the model. Conclusion:In the survival prediction model of patients with liver cirrhosis and PVT based on machine learning algorithm, the random forest model had high prediction performance, and total bilirubin may be the most important factor affecting the survival prognosis of patients.
6.Epidemiological situation of hepatitis D in the gathering area of Mongolian population in Inner Mongolia Autonomous Region of China
Chunshan FU ; Xiaomei FENG ; Xiumei CHI ; Jun ZI ; Junqi NIU ; Zhuancai ZHANG
Journal of Clinical Hepatology 2023;39(5):1076-1080
Objective To investigate the status and molecular epidemiology of hepatitis D virus (HDV) infection in the gathering area of Mongolian population in Inner Mongolia Autonomous Region of China. Methods A total of 230 patients with positive hepatitis B surface antigen (HBsAg) who attended Inner Mongolia International Mongolian Hospital from April 2019 to October 2020 were enrolled, and according to related information, they were divided into hepatitis B+liver cirrhosis group( n =18) and hepatitis B group( n =212). According to HBsAg quantification with a cut-off value of 250 IU/mL, the patients were divided into HBsAg < 250 IU/mL group( n =104) and HBsAg ≥250 IU/mL group( n =126). ELISA was used to detect HDV antibody, and quantitative real-time PCR was used to measure HDV RNA in patients with positive HDV antibody. Genotyping was performed for HDV RNA-positive samples. The chi-square test was used for comparison of categorical data between two groups. Results The positive rate of HDV antibody was 16.09%, and among the patients with positive HDV antibody, the positive rate of HDV RNA was 91.89%. Among the 18 patients with hepatitis B and liver cirrhosis, the positive rate of HDV antibody was 44.44%, and among the patients with positive HDV antibody, the positive rate of HDV RNA was 100%. There were 104 patients with HBsAg < 250 IU/mL, among whom only 3 patients (2.88%) were positive for hepatitis D antibody, and there were 126 patients with HBsAg ≥250 IU/mL, with a positive rate of HDV antibody of 26.98%. Genotype 1 was observed in all the samples that could be genotyped. Conclusion There is a relatively high infection rate of HDV in Inner Mongolia Autonomous Region, especially in patients with HBsAg ≥250 IU/mL or those with liver cirrhosis. It is necessary to strengthen the detection of hepatitis D in HBsAg-positive patients and perform early diagnosis and treatment to prevent the further progression of hepatitis.
7.Relationship between the incidence of acute kidney injury and postoperative changes of coagulation function in adult recipients after liver transplantation
Chen CHEN ; Run YANG ; Junqi FENG ; Yuan GAO ; Yuxiao DENG
Organ Transplantation 2022;13(2):219-
Objective To evaluate the effect of coagulation function changes on the incidence of acute kidney injury (AKI) after liver transplantation. Methods Clinical data of 245 liver transplant recipients who met the inclusion and exclusion criteria were retrospectively analyzed. According to the incidence of AKI after liver transplantation, all recipients were divided into the AKI group (
8.Role of liver-resident natural killer cells in the development and progression of hepatocellular carcinoma
Journal of Clinical Hepatology 2022;38(2):457-460
Liver-resident natural killer (LrNK) cells, as a type of newly discovered tissue-resident natural killer cells, have a strong immune killing function. During the development and progression of hepatocellular carcinoma (HCC), the function of LrNK cells is impaired and such cells may promote the progression of HCC by upregulating the expression of related immune checkpoints. Based on the latest research, this article reviews the immune function of LrNK cells and their role in the development and progression of HCC, in order to explore the application prospect of these cells in HCC immunotherapy.
9.Progress in enhancing electron transfer rate between exoelectrogenic microorganisms and electrode interface.
Xiang LIU ; Junqi ZHANG ; Baocai ZHANG ; Chi YANG ; Feng LI ; Hao SONG
Chinese Journal of Biotechnology 2021;37(2):361-377
Exoelectrogenic microorganisms are the research basis of microbial electrochemical technologies such as microbial fuel cells, electrolytic cells and electrosynthesis. However, their applications are restricted in organic degradation, power generation, seawater desalination, bioremediation, and biosensors due to the weak ability of biofilm formation and the low extracellular electron transfer (EET) efficiency between exoelectrogenic microorganisms and electrode. Therefore, engineering optimization of interaction between exoelectrogenic microorganisms and electrode interface recently has been the research focus. In this article, we review the updated progress in strategies for enhancing microbe-electrode interactions based on microbial engineering modifications, with a focus on the applicability and limitations of these strategies. In addition, we also address research prospects of enhancing the interaction between electroactive cells and electrodes.
Bioelectric Energy Sources
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Biofilms
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Electrodes
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Electron Transport
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Electrons
10. Efficacy and safety of pegylated interferon α-2b injection (Y shape, 40 kD) in treatment of patients with genotype 1/6 chronic hepatitis C
Bo FENG ; Jia SHANG ; Shuhuan WU ; Hong CHEN ; Ying HAN ; Yueqi LI ; Dazhi ZHANG ; Longfeng ZHAO ; Shaofeng WEI ; Qing MAO ; Zhibiao YIN ; Tao HAN ; Maorong WANG ; Shijun CHEN ; Jun LI ; Qing XIE ; Zhen ZHEN ; Zhiliang GAO ; Yuexin ZHANG ; Guozhong GONG ; Dongliang YANG ; Chen PAN ; Jifang SHENG ; Hong TANG ; Qin NING ; Guangfeng SHI ; Junqi NIU ; Guanghan LUO ; Yongtao SUN ; Hong YOU ; Guiqiang WANG ; Lunli ZHANG ; Jie PENG ; Qin ZHANG ; Jiajun LIU ; Chengwei CHEN ; Xinyue CHEN ; Wei ZHAO ; Runhua WANG ; Li SUN ; Lai WEI
Chinese Journal of Hepatology 2017;25(3):187-194
Objective:
To investigate the efficacy and safety of the new investigational drug pegylated interferon α-2b (Peg-IFN-α-2b) (Y shape, 40 kD) injection (180 µg/week) combined with ribavirin in the treatment of patients with genotype 1/6 chronic hepatitis C (CHC), with standard-dose Peg-IFN-α-2a combined with ribavirin as a positive control.
Methods:
A multicenter, randomized, open-label, and positive-controlled phase III clinical trial was performed. Eligible patients with genotype 1/6 CHC were screened out and randomly divided into Peg-IFN-α-2b(Y shape, 40kD) group and Peg-IFN-α-2a group at a ratio of 2:1. The patients in both groups were given oral ribavirin for 48 weeks in addition and then followed up for 24 weeks after drug withdrawal. Abbott Real Time HCV Genotype II was used to determine HCV genotype, and Cobas TaqMan quantitative real-time PCR was used to measure HCV RNA level at 0, 4, 12, 24, 48, and 72 weeks. Adverse events were recorded in detail. The primary efficacy endpoint was sustained virological response (SVR), and a non-inferiority test was also performed.
Results:
A total of 561 patients with genotype 1/6 CHC were enrolled, among whom 529 received treatment; 90.9% of these patients had genotype 1 CHC. The data of the full analysis set showed that SVR rate was 69.80% (95%


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