1.The impact of adolescent mental health status on smartphone addiction and the construction of a predictive model
Zhiyuan LI ; Junlin WU ; Shuhan HE ; Menghan HAO ; Yujia WENG ; Congwen YANG ; Qianmei LONG ; Guoping HUANG
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(3):252-258
Objective:To explore the impact of adolescent mental health status on smartphone addiction, and construct a predictive model for smartphone addiction based on the eXtreme Gradient Boosting(XGBoost) algorithm and multivariate Logistic regression.Methods:In April 2023, a cross-sectional survey was conducted among 14 666 adolescents.All participants were systematically evaluated using a self-developed general information questionnaire, the middle school student mental health scale(MSSMHS), the adolescents self-harm scale(ASHS), the interaction anxiousness scale(IAS), the mobile phone addiction index(MPAI), the middle school students shame scale(MSSS), the UCLA loneliness scale(UCLA-LS), the multidimensional peer victimization scale(MPVS), and the basic psychological needs scale(BPNS).R software version 4.3.2 was used for data analysis. Participants were randomly divided into training set and validation set at the ratio of 7∶3.The XGBoost model and multivariate logistic regression model were constructed to predict the risk of smartphone addiction, and a nomogram was plotted.Model performance was evaluated using the Hosmer-Lemeshow test, area under the curve(AUC), and accuracy(ACC).Results:(1) A total of 14 036 high school students were included in the study, with 5 069(36.1%) exhibited smartphone addiction.The training set comprised 9 826 students, with 3 549(36.1%) being smartphone addicts.The validation set included 4 210 students, with 1 520(36.1%) being smartphone addicts.(2) The XGBoost model identified shame-proneness and social anxiety as the two main predictors of smartphone addiction.(3) Multivariate Logistic regression analysis revealed that anxiety( B=0.328, OR(95% CI)=1.39(1.07-1.81), P=0.015), interpersonal sensitivity( B=0.311, OR(95% CI)=1.36(1.05-1.77), P=0.018), learning pressure( B=0.606, OR(95% CI)=1.83(1.46-2.31), P<0.001), mood swings( B=0.775, OR(95% CI)=2.17(1.70-2.78), P<0.001), social anxiety( B=0.024, OR(95% CI)=1.02(1.01-1.04), P<0.001), shame-proneness( B=0.049, OR(95% CI)=1.05(1.04-1.06), P<0.001), and peer victimization( B=0.037, OR(95% CI)=1.04(1.02-1.06), P<0.001) were significant predictors of smartphone addiction.(4) The ACC and AUC values of the XGBoost model were 0.890 and 0.929 in the training set, and 0.865 and 0.864 in the validation set, respectively.The multivariate Logistic regression model achieved ACC and AUC values of 0.870 and 0.854 in the training set, and 0.867 and 0.859 in the validation set, respectively. Conclusion:Anxiety, interpersonal sensitivity, learning pressure, mood swings, social anxiety, shame-proneness, and peer victimization are identified risk predictors of smartphone addiction in high school adolescents.
2.Discovery and Application of Plant-Derived Cardiovascular Active Peptides
Qiangxiang ZHANG ; Shuhan LIU ; Chen ZHOU ; Wenting LIU ; Yawen LI ; Qi LI ; Mengying ZHU ; Xinyue WANG ; Jing LI ; Wenjun DENG
Herald of Medicine 2025;44(7):1126-1133
Plant-derived bioactive peptides have become a research hotspot in the fields of food and medicine due to their high source safety,easy absorption and utilization by the human body,and potential edible and medicinal value.Bioactive peptides can be classified into antihypertensive,hypoglycemic,hypolipidemic,anticancer,antioxidant,antimicrobial,and anti-inflammatory peptides according to their functions.Among these,antihypertensive,hypoglycemic,and hypolipidemic peptides are collectively referred to as cardiovascular active peptides,which can be used for the treatment and prevention of cardiovascular diseases and have an important role in the development of modem biomedicine.This review focused on the preparation methods,separation,purification,and identification techniques of bioactive peptides,as well as their mechanisms of action and applications in regulating cardiovascular diseases,aiming to provide a reference for further development and application of plant-derived cardiovascular peptides.
3.Balance ability and brain activation characteristics in adolescents with cerebral palsy under the external perturbation conditions
Shuhan WANG ; Aihua LI ; Yan NI
Chinese Journal of Rehabilitation Medicine 2025;40(8):1155-1162,1168
Objective:To explore the differences in balance ability and brain activation level between the cerebral palsy(CP)adolescents and the typically developing(TD)adolescents.Method:Eight adolescents with CP or TD were recruited in this study.The center of pressure(COP)was measured using an AMTI three-dimensional force platform to assess the standing balance under perturbation or non-perturbation condition.Brain activation level was also measured using the fNIRS device to collect the oxy-genated hemoglobin concentrations(ΔHbO2)in the supplementary motor area(SMA),precental gyrus(PreCG),postcentral gyrus(PoCG)and superior parietal lobule(SPL).Result:①Balance ability indicators:During the perturbation condition,DeltaAP,RMS,RMSAP,SPAP in the CP group were significantly greater than those in the control group.In the CP group,DeltaAP,DeltaML,RMS,RMSAP,SPAP during the perturbation condition were significantly greater than those during the non-pertur-bation condition.②Brain activation level indicators:During the perturbation conditions,the ΔHbO2 of SMA in the CP group were significantly greater than those in the control group.In the CP group,the ΔHbO2 of SMA,PreCG,PoCG during the perturbation condition were significantly greater than those during the non-per-turbation condition.Conclusion:Compared to the TD adolescents,the CP adolescents had poorer balance in the anterior-posterior direction and higher level of SMA activation in the external perturbation condition.Under the external perturba-tion condition,the balance ability decreased in the anterior-posterior direction,while the activation level of SMA,PreCG and PoCG increased in the adolescents with CP.
4.The impact of adolescent mental health status on smartphone addiction and the construction of a predictive model
Zhiyuan LI ; Junlin WU ; Shuhan HE ; Menghan HAO ; Yujia WENG ; Congwen YANG ; Qianmei LONG ; Guoping HUANG
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(3):252-258
Objective:To explore the impact of adolescent mental health status on smartphone addiction, and construct a predictive model for smartphone addiction based on the eXtreme Gradient Boosting(XGBoost) algorithm and multivariate Logistic regression.Methods:In April 2023, a cross-sectional survey was conducted among 14 666 adolescents.All participants were systematically evaluated using a self-developed general information questionnaire, the middle school student mental health scale(MSSMHS), the adolescents self-harm scale(ASHS), the interaction anxiousness scale(IAS), the mobile phone addiction index(MPAI), the middle school students shame scale(MSSS), the UCLA loneliness scale(UCLA-LS), the multidimensional peer victimization scale(MPVS), and the basic psychological needs scale(BPNS).R software version 4.3.2 was used for data analysis. Participants were randomly divided into training set and validation set at the ratio of 7∶3.The XGBoost model and multivariate logistic regression model were constructed to predict the risk of smartphone addiction, and a nomogram was plotted.Model performance was evaluated using the Hosmer-Lemeshow test, area under the curve(AUC), and accuracy(ACC).Results:(1) A total of 14 036 high school students were included in the study, with 5 069(36.1%) exhibited smartphone addiction.The training set comprised 9 826 students, with 3 549(36.1%) being smartphone addicts.The validation set included 4 210 students, with 1 520(36.1%) being smartphone addicts.(2) The XGBoost model identified shame-proneness and social anxiety as the two main predictors of smartphone addiction.(3) Multivariate Logistic regression analysis revealed that anxiety( B=0.328, OR(95% CI)=1.39(1.07-1.81), P=0.015), interpersonal sensitivity( B=0.311, OR(95% CI)=1.36(1.05-1.77), P=0.018), learning pressure( B=0.606, OR(95% CI)=1.83(1.46-2.31), P<0.001), mood swings( B=0.775, OR(95% CI)=2.17(1.70-2.78), P<0.001), social anxiety( B=0.024, OR(95% CI)=1.02(1.01-1.04), P<0.001), shame-proneness( B=0.049, OR(95% CI)=1.05(1.04-1.06), P<0.001), and peer victimization( B=0.037, OR(95% CI)=1.04(1.02-1.06), P<0.001) were significant predictors of smartphone addiction.(4) The ACC and AUC values of the XGBoost model were 0.890 and 0.929 in the training set, and 0.865 and 0.864 in the validation set, respectively.The multivariate Logistic regression model achieved ACC and AUC values of 0.870 and 0.854 in the training set, and 0.867 and 0.859 in the validation set, respectively. Conclusion:Anxiety, interpersonal sensitivity, learning pressure, mood swings, social anxiety, shame-proneness, and peer victimization are identified risk predictors of smartphone addiction in high school adolescents.
5.Discovery and Application of Plant-Derived Cardiovascular Active Peptides
Qiangxiang ZHANG ; Shuhan LIU ; Chen ZHOU ; Wenting LIU ; Yawen LI ; Qi LI ; Mengying ZHU ; Xinyue WANG ; Jing LI ; Wenjun DENG
Herald of Medicine 2025;44(7):1126-1133
Plant-derived bioactive peptides have become a research hotspot in the fields of food and medicine due to their high source safety,easy absorption and utilization by the human body,and potential edible and medicinal value.Bioactive peptides can be classified into antihypertensive,hypoglycemic,hypolipidemic,anticancer,antioxidant,antimicrobial,and anti-inflammatory peptides according to their functions.Among these,antihypertensive,hypoglycemic,and hypolipidemic peptides are collectively referred to as cardiovascular active peptides,which can be used for the treatment and prevention of cardiovascular diseases and have an important role in the development of modem biomedicine.This review focused on the preparation methods,separation,purification,and identification techniques of bioactive peptides,as well as their mechanisms of action and applications in regulating cardiovascular diseases,aiming to provide a reference for further development and application of plant-derived cardiovascular peptides.
6.Balance ability and brain activation characteristics in adolescents with cerebral palsy under the external perturbation conditions
Shuhan WANG ; Aihua LI ; Yan NI
Chinese Journal of Rehabilitation Medicine 2025;40(8):1155-1162,1168
Objective:To explore the differences in balance ability and brain activation level between the cerebral palsy(CP)adolescents and the typically developing(TD)adolescents.Method:Eight adolescents with CP or TD were recruited in this study.The center of pressure(COP)was measured using an AMTI three-dimensional force platform to assess the standing balance under perturbation or non-perturbation condition.Brain activation level was also measured using the fNIRS device to collect the oxy-genated hemoglobin concentrations(ΔHbO2)in the supplementary motor area(SMA),precental gyrus(PreCG),postcentral gyrus(PoCG)and superior parietal lobule(SPL).Result:①Balance ability indicators:During the perturbation condition,DeltaAP,RMS,RMSAP,SPAP in the CP group were significantly greater than those in the control group.In the CP group,DeltaAP,DeltaML,RMS,RMSAP,SPAP during the perturbation condition were significantly greater than those during the non-pertur-bation condition.②Brain activation level indicators:During the perturbation conditions,the ΔHbO2 of SMA in the CP group were significantly greater than those in the control group.In the CP group,the ΔHbO2 of SMA,PreCG,PoCG during the perturbation condition were significantly greater than those during the non-per-turbation condition.Conclusion:Compared to the TD adolescents,the CP adolescents had poorer balance in the anterior-posterior direction and higher level of SMA activation in the external perturbation condition.Under the external perturba-tion condition,the balance ability decreased in the anterior-posterior direction,while the activation level of SMA,PreCG and PoCG increased in the adolescents with CP.
7.Dialectical behavior therapy for borderline personality disorder: research progress and challenges
Zhiyuan LI ; Shuhan HE ; Guoping HUANG
Sichuan Mental Health 2025;38(1):1-6
Dialectical behavior therapy (DBT) is one of the empirically supported therapeutic approaches for borderline personality disorder (BPD). By integrating behaviorism, dialectical philosophy, biosocial theory and Zen principles, DBT aims to enhance patients' emotional regulation, interpersonal effectiveness and distress tolerance, thereby alleviating BPD symptoms. This article systematically reviews the theoretical foundations of DBT and its research progress in BPD treatment, to Delve into the intervention effects of DBT, as well as the adjuvant role of pharmacotherapy and physiotherapy in enhancing DBT for BPD, and analyzes the challenges faced in DBT research and clinical application. The findings are expected to provide new insights for the localization and theoretical research of DBT in China.
8.Associations between caregivers nutrition literacy and pediatric nonalcoholic fatty liver disease of children aged 8-10
YANG Yifan, LI Li, ZHANG Pingping, WANG Youxin, WANG Mingyue, YANG Shuhan, WU Yuying, WANG Hui
Chinese Journal of School Health 2025;46(4):597-600
Objective:
To explore the associations between caregivers nutrition literacy and pediatric nonalcoholic fatty liver disease (NAFLD), so as to provide scientific evidence for the key contents of family intervention measures.
Methods:
In September 2022, a study involving 1 609 thirdgrade students and their caregivers from six schools in Yinzhou, Haishu, and Zhenhai Districts of Ningbo City, Zhejiang Province, was conducted. Venous blood samples were collected to measure lipid profiles and investigate the prevalence of nonalcoholic fatty liver disease (NAFLD) among the children. Family Food Environment Questionnaire was used to assess the nutrition literacy levels of the caregivers. Generalized linear regression analysis was employed to explore the correlation between caregivers nutrition literacy levels and the prevalence of NAFLD in children.
Results:
Among the surveyed students, 191 were in the NAFLD group, whereas 1 418 were in the nonNAFLD group. The median nutrition literacy score of caregivers in the NAFLD group and nonNAFLD group all were 11.00 (9.00,12.00), which was not significantly different (Z=-0.40, P=0.71). The generalized linear regression results revealed that the level of nutrition literacy of caregivers had no significant effect on childrens Triglyceride-glucose (TyG) index and Triglyceride-glucose-Waisttoheight ratio (TyG-WHtR) [β(95%CI) were 0.001(-0.005-0.006) and 0.000(-0.014-0.014), P>0.05].
Conclusions
The nutrition literacy level of caregivers has no significant correlation with the direct incidence of NAFLD in children. As for family intervention measures, it is necessary not only to improve the nutrition literacy level of caregivers but also to effectively apply nutritional knowledge in practice to optimize health management.
9.ShenXiankang formula modulates the Emp3/Tgf-β/Smad3 signaling pathway to ameliorate renal fibrosis
Yufang NI ; Luna ZHANG ; Shuhan YAN ; Qianqian LI ; Hongwei SU ; Qiongdan HU ; Qiong ZHANG ; Li WANG ; Jianchun LI
Acta Laboratorium Animalis Scientia Sinica 2025;33(4):501-511
Objective To evaluate the protective effects of the traditional Chinese medicine formula Shenxiankang on renal injury and fibrosis,and to explore its potential mechanisms of action.Methods Chronic kidney disease(CKD)model was established in mice using unilateral ureteral obstruction(UUO).The mice were randomly divided into four groups:sham,UUO,and Shenxiankang(SXK)Low/High dose groups(1500,4500 mg/(kg·d)),each comprising eight mice.The each SXK groups received daily oral administration of Shenxiankang,and the remaining mice were gavaged equivalent volumes of saline for 7 d.After the experiment,renal tissues were collected for assessment of renal injury and fibrosis using HE and Masson staining.The expression levels of fibrosis markers and proteins involved in the epithelial membrane protein 3(Emp3)and Tgf-β/Smad3 signaling pathway were determined by Real-time PCR,immunohistochemistry,and Western Blot.In cell-based experiments,the effects of Shenxiankang on the Emp3/Tgf-β/Smad3 pathway and its interaction with TGF-beta receptor R2(Tgfβ2)were further analyzed using an Emp3 knockdown and Co-IP assays.Results Shenxiankang significantly reduced immune cell infiltration and tubular atrophy in the UUO model group and decreased the expression of kidney injury markers kidney injury molecule 1(Kim1)and Lipocalin 2(Lcn2),confirming its efficacy in alleviating renal injury.Masson staining and analysis of fibrosis markers Fibronectin(Fn)and α-smooth muscle actin(α-SMA)indicated that Shenxiankang effectively suppressed fibrosis induced by UUO.Mechanistic studies revealed that Shenxiankang exerted its effects by selectively downregulating the abnormal activation of the Emp3/Tgf-β/Smad3 signaling pathway,a finding further supported by cellular experiments showing that Shenxiankang modulates Tgf-β/Smad3 signaling through Emp3 regulation.Moreover,the Co-IP experiment result indicate that Shenxiankang exerts its effects by regulating the interaction between Emp3 and Tgfβ2.Conclusions Shenxiankang exhibits significant protective effects in a mouse model of chronic kidney disease,effectively reducing renal injury and fibrosis.These effects are likely mediated through the downregulation of the Emp3/Tgf-β/Smad3 signaling pathway,suggesting Shenxiankang's potential therapeutic value in renal protection.
10.Design and application of a pressure ulcer prevention nursing device for critically ill patients
Jing LI ; Yan YUE ; Shuhan TU ; Mengling XIANG ; Min DENG ; Jing LIU ; Guojin XIAO
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2025;32(3):361-363
Pressure ulcer is a common complication of long-term bed rest in intensive care unit(ICU)patients,which can increase the risk of infection and prolong ICU hospitalization.They are an important indicator of patient safety and nursing quality in medical institutions.Early prevention of pressure ulcer is an important means of controlling their development.At present,the prevention of pressure ulcer mainly involves timed flipping and the use of pressure reducing devices.However,during the flipping process,it often requires two or more nursing staff to complete,which increases the workload and also exacerbates the occurrence of occupational lower back pain among nursing staff.In addition,existing pressure reducing devices still have certain limitations in use,and their functions are single,often requiring the combination of multiple tools to increase material and financial resources.Based on this,the research team from the department of critical care medicine of Hospital of Chengdu University of Traditional Chinese Medicine,has designed a nursing device for preventing pressure ulcer in critically ill patients,and has obtained a National Utility Model Patent of China(Patent Number:ZL 202320609787.6).It has several inflation components and connecting structures.The inflation components are equipped with a connected air inlet,a connected air outlet,and a discharge port on the side;the inflatable components are fitted together and can be detachably connected through a connecting structure.The connected air inlet of one inflatable component corresponds to the connected air outlet of adjacent inflatable components.This device is connected by multiple inflation components,which lower or raise the height of the airbag through inflation and deflation,adjust the pressure on various parts of the patient's body,and solve the problem of labor-intensive and heavy workload in nursing work;In addition,multiple inflatable components can be detachably connected to form an inflatable mattress.When in use,the number of inflatable component connections can be selected according to the specific needs of different patients or nursing areas.The device is easy to operate,flexible in combination,and suitable for timed flipping pressure reduction regulation in pressure ulcer high-risk areas under various postures.It has good clinical application value.


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