1.Adolescent anxiety and non-suicidal self-injury behavior: the mediating role of depression and the moderating role of social support
Juexi LI ; Liyuan LI ; Yuxuan GUO ; Xiaoqiang XIAO ; Peiqi TANG ; Ting PU ; Haixi ZUO ; Ting YANG ; Xiaoxia FAN ; Bo ZHOU
Sichuan Mental Health 2025;38(4):357-363
BackgroundNon-suicidal self-injury (NSSI) behavior among adolescents has become a global public health concern. Anxiety and depression are considered key factors influencing NSSI behavior, while social support may play a protective role in alleviating emotional and behavioral issues. However, existing research has primarily focused on the direct impact of individual factors on NSSI behavior, with insufficient exploration of the combined effects of anxiety, depression and social support. ObjectiveTo investigate the direct effect of anxiety on NSSI, the mediating role of depression and the moderating role of social support in relationship between anxiety and NSSI behavior, thus to provide references for the prevention and intervention of NSSI behavior among adolescents. MethodsIn February 2022, a total of 40 820 students in grades 7 to 12 across 10 middle schools in a district of Chengdu were selected as participants, and they were assessed using Generalized Anxiety Disorder Scale-7 item (GAD-7), Patient's Health Questionnaire Depression Scale-9 item (PHQ-9), Social Support Scale for Urban Students (SSSUS) and Adolescent Self-Harm Scale (ASHS). Pearson correlation analysis was conducted to examine the correlations between scale scores among adolescents with NSSI behaviors. Mediation and moderation analyses were performed using Process 3.5 in SPSS, and the significance was tested with bootstrapping. The interaction was visualized by using simple slope analysis. ResultsAmong 34 534 (84.60%) valid respondents, 542 adolescents (1.57%) reported engaging in NSSI behavior. Significant differences in gender, GAD-7 scores, PHQ-9 scores, and SSSUS scores were observed between NSSI behavior group and non-NSSI group (χ²/t=62.889, 71.120, 94.365, -41.464, P<0.01).Adolesents with NSSI showed positive correlations between GAD-7 scores and both ASHS and PHQ-9 scores (r=0.158, 0.166, P<0.01). PHQ-9 scores were positively correlated with ASHS scores (r=0.364, P<0.01), but negatively correlated with SSSUS scores (r=-0.290, P<0.01). SSSUS scores were negatively correlated with ASHS scores (r=-0.247, P<0.01). Depression partially mediated the relationship between anxiety and NSSI behavior, with an effect size of 0.544 (95% CI: 0.162~0.944), accounting for 35.79% of the total effect. Social support moderated the relationship between depression and NSSI bahavior, with an effect value of -0.082 (95% CI: -0.135~-0.029). ConclusionAnxiety not only directly influences NSSI bahavior among adolescents, also indirectly exacerbates it through depression, while social support mitigates the impact of depression on NSSI behavior. [Funded by Youth Project of National Natural Science Foundation of China (number, 82401812); Project of Health Commission of Sichuan Province (number, 24LCYJPT18)]
2.Characteristics of functional movements after brace treatment for adolescent idiopathic scoliosis and development of a nomogram prediction model of factors influencing efficacy
Xiaoxia KANG ; Bin XIAO ; Mingming LIU
Chinese Journal of Spine and Spinal Cord 2024;34(1):20-30
Objectives:To analyze the functional movement characteristics after brace treatment for patients with adolescent idiopathic scoliosis(AIS),and to develop and validate a nomogram model to predict the risk of poor outcome.Methods:AIS patients who were treated with braces at our institution from March 2020 to March 2022 were collected as a training set,and were tested for functional movement before treatment,at initial follow-up and after treatment.The same criteria were used to collect AIS patients who underwent brace treatment in our hospital from April 2022 to August 2022 as the validation set.On the basis of whether the degree of scoliosis progression was>5° after 1 year of treatment,the patients in the training set were divided into stable(≤5°)and progressive(>5°)groups.Comparison of data was made between groups.Spearman corre-lation analysis was used to analyze the correlation between variables.Logistic regression model was used to screen the risk factors for poor outcomes.R software was applied to develop a nomogram prediction model.Area under curve(AUC)of receiver operating characteristic(ROC)curve and calibration curve were applied to evaluate the discrimination and accuracy of the model.Internal validation was performed with the model predicted risk values before and after training set Bootstrap self-sampling as the test variables and the actual prognosis of patients as the state variable;External validation of the model was performed after randomization of the validation set Bootstrap self-sampling.Results:A total of 102 patients with AIS were included in the training set.There were 73 cases in the stable group and 29 cases in the progressive group(range of degrees of progression:8° to 27°).The median follow-up time was 15.4 months.Both thoracic and lumbar Cobb angles decreased significantly after treatment(P<0.05).Rotational stability and push-ups were higher at initial follow-up than before treatment,and scores on bow-step squat,hurdle striding,rotational stability,and push-ups improved after treatment(P<0.05).There was no significant correlation between functional movement characteristics and Cobb angle(P>0.05).Pre-treatment Cobb angle≥35°,Risser's sign≥3°,apex rotation≥degree Ⅲ,and spinal length gain≥20mm/year were independent risk factors for scoliosis progression.Lumbar spine bone density≥0.8g/cm2 and spinal flexibility≥50%were protective factors.The total value of the risk of scoliosis progression after brace treatment predicted by the nomogram model was 0.93.The AUCs before and after training set self-sampling were 0.928(95%CI:0.858-0.998)and 0.926(95%CI:0.854-0.997),respectively.The validation set included 37 patients.The external validation AUC for validation set was 0.891(95%CI:0.857-0.998).The calibration curves all showed good degree of fitting.Conclusions:Patients with AIS have poor movement patterns due to spinal restrictions.Brace treatment improves trunk stability and rotational stability,which has good corrective effects on the movement pattern.AIS patients with Cobb angle≥35°,Risser's sign≥3°,apex rotation≥degree Ⅲ,spinal length gain≥20mm/year,lumbar spine bone mineral density<0.8g/cm2,and spinal flexibility<50%before treatment who underwent bracing are prone to scoliosis progression.Timely warning shall be made based on the nomogram model and postural correction needs to be supplemented at appropriate time to improve the prognosis of AIS brace treatment.
3.Using Liquid Chromatography-Tandem Mass Spectrometry in Detecting Plasma Lyso-GL3 Levels in Patients with Fabry Disease and the Association Analysis of Phenotype-Genotype of the Disease
Yan OUYANG ; Bing CHEN ; Xiaoxia PAN ; Hong REN ; Jingyuan XIE ; Chaohui WANG ; Xiao LI ; Weiming WANG ; Xialian YU ; Li YANG ; Nan CHEN
JOURNAL OF RARE DISEASES 2024;3(1):42-49
Using the liquid chromatography-tandem mass spectrometry (LC-MS/MS) to determine the plasma level of Lyso-GL3 in patients with Fabry disease and to analyze the clinical application of the method. Thirty-nine patients with a genetic diagnosis of Fabry disease were included, and plasma levels of Lyso-GL3 were measured by LC-MS/MS analysis, and detailed clinical information of the patients was obtained including: α-galactosidase A activity, genetic variants, quantification of urine protein, mean arterial pressure, and estimation of glomerular filtration rate, and the differences in the levels of Lyso-GL3 in different clinical phenotypes and genotypes were statistically analyzed, as well as the association with clinical indicators. Lyso-GL3 showed good linearity within 0.7856-400 ng/mL( The using of LC-MS/MS to quantify plasma Lyso-GL showed significant differences in Lyso-GL3 concentrations between classical and atypical phenotypes, suggesting that plasma Lyso-GL3 may help with clinical phenotypes. However, Lyso-GL3 levels is found to be overlapped between genotypes. No significant linear correlation was found between Lyso-GL3 and renal clinical indicators, suggesting the urgent need in finding a more accurate tool to assess renal involvement and prognosis in patients with Fabry disease.
4.An interpretability model for syndrome differentiation of HBV-ACLF in traditional Chinese medicine using small-sample imbalanced data
Zhan ZHOU ; Qinghua PENG ; Xiaoxia XIAO ; Beiji ZOU ; Bin LIU ; Shuixia GUO
Digital Chinese Medicine 2024;7(2):137-147
Objective Clinical medical record data associated with hepatitis B-related acute-on-chronic liver failure(HBV-ACLF)generally have small sample sizes and a class imbalance.However,most machine learning models are designed based on balanced data and lack interpretability.This study aimed to propose a traditional Chinese medicine(TCM)diagnostic model for HBV-ACLF based on the TCM syndrome differentiation and treatment theory,which is clini-cally interpretable and highly accurate. Methods We collected medical records from 261 patients diagnosed with HBV-ACLF,includ-ing three syndromes:Yang jaundice(214 cases),Yang-Yin jaundice(41 cases),and Yin jaun-dice(6 cases).To avoid overfitting of the machine learning model,we excluded the cases of Yin jaundice.After data standardization and cleaning,we obtained 255 relevant medical records of Yang jaundice and Yang-Yin jaundice.To address the class imbalance issue,we employed the oversampling method and five machine learning methods,including logistic regression(LR),support vector machine(SVM),decision tree(DT),random forest(RF),and extreme gradient boosting(XGBoost)to construct the syndrome diagnosis models.This study used precision,F1 score,the area under the receiver operating characteristic(ROC)curve(AUC),and accuracy as model evaluation metrics.The model with the best classification per-formance was selected to extract the diagnostic rule,and its clinical significance was thor-oughly analyzed.Furthermore,we proposed a novel multiple-round stable rule extraction(MRSRE)method to obtain a stable rule set of features that can exhibit the model's clinical in-terpretability. Results The precision of the five machine learning models built using oversampled balanced data exceeded 0.90.Among these models,the accuracy of RF classification of syndrome types was 0.92,and the mean F1 scores of the two categories of Yang jaundice and Yang-Yin jaun-dice were 0.93 and 0.94,respectively.Additionally,the AUC was 0.98.The extraction rules of the RF syndrome differentiation model based on the MRSRE method revealed that the com-mon features of Yang jaundice and Yang-Yin jaundice were wiry pulse,yellowing of the urine,skin,and eyes,normal tongue body,healthy sublingual vessel,nausea,oil loathing,and poor appetite.The main features of Yang jaundice were a red tongue body and thickened sublin-gual vessels,whereas those of Yang-Yin jaundice were a dark tongue body,pale white tongue body,white tongue coating,lack of strength,slippery pulse,light red tongue body,slimy tongue coating,and abdominal distension.This is aligned with the classifications made by TCM experts based on TCM syndrome differentiation and treatment theory. Conclusion Our model can be utilized for differentiating HBV-ACLF syndromes,which has the potential to be applied to generate other clinically interpretable models with high accura-cy on clinical data characterized by small sample sizes and a class imbalance.
5.Influencing factors of memory impairment in elderly stroke patients and construction of prediction model
Xiao FEI ; Xiaoxia GAO ; Jianan ZHANG ; Xiaoping YUN ; Zejia HE ; Yu ZHANG ; Jing GUO ; Fan XIE ; Yi ZHANG
Chinese Journal of Geriatrics 2024;43(9):1149-1154
Objective:To examine the factors that contribute to memory impairment in elderly stroke patients and develop a predictive model.Methods:One hundred stroke patients from the First People's Hospital of Changzhou were selected to assess the incidence of memory impairment using the Montreal cognitive assessment memory index score(MoCA-MIS).Univariate analysis and multivariate Logistic regression were performed to determine the factors influencing memory impairment in these patients.Additionally, the correlation among relevant scale scores was examined, and a prediction model was developed.Results:In the study, 49 patients(49.0%)did not exhibit memory impairment.Patients with memory impairment were found to have higher proportions of individuals over 75 years old, elevated levels of triglyceride(TG), total cholesterol(TC), low-density lipoproteins cholesterol(LDL-C), and National Institute of Health Stroke Scale(NIHSS)scores compared to those without memory impairment.Conversely, patients without memory impairment had higher proportions of individuals with more than 9 years of education, higher levels of high-density lipoprotein cholesterol(HDL-C), mini-mental state examination(MMSE)scores, Rivermead behavioural memory test-Ⅱ(RBMT-Ⅱ)scores, and picture-based memory impairment screen(PMIS)scores(all P<0.05).Furthermore, Montreal cognitive assessment-memory index(MoCA-MIS)scores in stroke patients with memory impairment showed negative correlations with NIHSS scores, TG, and LDL-C, while showing positive correlations with HDL-C, MMSE scores, RBMT-Ⅱ scores, and PMIS scores(all P<0.05).Multifactorial Logistic regression analysis indicated that years of education, TG, HDL-C, NIHSS score, MMSE score, RBMT-Ⅱ score, PMIS score, and the location of the lesion in the cortex or temporal lobe were significant factors influencing memory impairment in stroke patients(all P<0.05).The receiver operating characteristic curve(ROC)analysis revealed an area under curve(AUC)of 0.955(95% CI: 0.921-0.977)for the prediction model of memory impairment in stroke patients, with a Yoden index of 0.841. Conclusions:The risk of memory impairment in stroke patients is associated with education years and blood lipid levels.Factors such as high education level, active cognitive function, and memory training serve as protective factors against memory impairment.The prediction model developed using these influencing factors demonstrates high predictive accuracy for post-stroke memory impairment.
6.A systematic review of guidelines for the evaluation and prevention of postoperative nausea and vomiting in adults
Meiyi ZHANG ; Jigui SONG ; Kai ZHOU ; Xiaoxia LI ; Huahua LI ; Qian WANG ; Xiuyun XIAO ; Zhihong HUANG ; Yanni ZHOU
Chinese Journal of Modern Nursing 2023;29(17):2274-2281
Objective:To conduct quality evaluation and content analysis of adult postoperative nausea and vomiting (PONV) guidelines, so as to provide reference for management of clinical PONV.Methods:Web of Science, Embase, PubMed, UpToDate, SinoMed, Wanfang Database, China National Knowledge Infrastructure, VIP, domestic and foreign clinical practice guidelines and related professional association websites were systematically searched, and the search period was from database establishment to May 6, 2022. Four researchers independently evaluated the guidelines that met the inclusion and exclusion criteria using a clinical guideline research and evaluation system, and summarized the recommendations of the guidelines.Results:Finally, a total of 15 guidelines were included in this study. The overall quality evaluation of the guide was 3 A-level recommendations and 12 B-level recommendations. The average standardization percentages for 6 areas were 81.57% for scope and purpose, 49.91% for participants, 65.38% for rigor, 89.54% for clarity, 34.86% for applicability and 55.42% for independence. A total of 18 recommendations were summarized from five aspects, such as team and organizational management, PONV risk assessment, baseline risk reduction, multimodal prevention of PONV and effectiveness evaluation and monitoring.Conclusions:The guidelines for PONV management mainly come from foreign countries. It is recommended that clinical personnel should learn from foreign guidelines and combine them with domestic clinical situations to localize the recommended opinions and guide the development of clinical practice.
7.The level and clinical value of monocyte/high-density lipoprotein ratio in patients with coronary heart disease
Xiaoxia XIAO ; Yong WANG ; Yumin ZHANG ; Guobing LIU ; Wei SHI
Journal of Chinese Physician 2022;24(11):1625-1629,1634
Objective:To investigate the clinical value of serum monocyte/high-density lipoprotein ratio (MHR) level in the diagnosis of coronary heart disease(CHD).Methods:A total of 127 patients who underwent coronary angiography in the cardiology department of the Third Hospital of Changsha were enrolled as subjects. Patients with coronary artery stenosis ≥50% were included in the CHD group ( n=97), and patients with coronary artery stenosis <50% were included in the control group ( n=30). According to the clinical classification of CHD, the patients were divided into stable angina group ( n=31), unstable angina group ( n=35) and acute myocardial infarction group ( n=31). The general clinical data of the selected cases were collected, and the serum MHR, myeloperoxidase (MPO) and high sensitivity C-reactive protein (hs-CRP) were detected. The degree of coronary artery lesions was scored by Synergy Between Percutaneous Coronary Intervention With Taxus and Cardiac Surgery (SYNTAX) score system, and the number of coronary artery lesions was counted. The relationship between MHR level, MPO, hs-CRP and the degree of coronary artery stenosis in CHD group was analyzed. The MHR level of CHD was divided into three subgroups by triquartile: the differences of SYNTAX score and the number of coronary artery lesions were compared in the low MHR group (≤0.41, n=40), the middle MHR group (0.41
8.The relationship between career resilience and voice behavior in organ transplantation specialist nurses: the mediating role of thriving at work
Caiyun JIN ; Li′e CHEN ; Xiaoxia WANG ; Ye XIAO ; Yanyan OUYANG ; Biaojun YU ; Ying HAN
Chinese Journal of Practical Nursing 2022;38(3):208-213
Objective:To investigate the status quo of thriving at work, career resilience and voice behavior in organ transplantation nurses, and mediation effects of thriving at work between the latter two.Methods:From June to August 2018,180 nurses with organ transplant qualification departments in two Grade A hospitals in Fuzhou, Fujian Province were investigated by the general situation survey form, Thriving At Work Scale, Career Resilience Scale and Voice Behavior Scale.Results:The scores of thriving at work, career resilience and voice behavior were 3.68 ± 0.65, 3.56 ± 0.61 and 3.42 ± 0.62. There was a pairwise positive correlation among the three: thriving at work, career resilience and voice behavior( r values were 0.270-0.664, all P<0.05). Thriving at work played a partial mediating role between career resilience and voice behavior ( B values were 0.138-0.611, all P<0.05). Conclusions:Ii is necessary to improve thriving at work, career resilience and voice behavior in organ transplantation nurses. Thriving at work is the intermediary factor between the latter two. The improvement of thriving at work and career resilience will help to promote organ transplant specialist nurses to make positive voice behavior.
9.Effect of warming needle moxibustion on rotator cuff injury
Xiaoxia ZENG ; Rong LIN ; Fangjie YANG ; Hongwei XIAO ; Yan SU ; Chengwu HUANG ; Jian HE
Chinese Journal of Rehabilitation Theory and Practice 2022;28(5):609-615
ObjectiveTo observe the effect of warming needle moxibustion based on rehabilitation on rotator cuff injury. MethodsFrom January, 2019 to January, 2020, 70 patients with rotator cuff injury from Rehabilitation Hospital, Fujian University of Traditional Chinese Medicine were randomly divided into control group (n = 35) and experimental group (n = 35). Both groups received Mulligan mobilization and rotator cuff muscle group muscle energy technique (MET) training, while the experimental group received warming needle moxibustion at Jianyu (LI15), Jügu (LI16), Jianqian and Jianzhen (SI9) in addition, for two weeks. They were assessed with Shoulder Pain and Disability Index (SPADI), Visual Analogue Scale for pain (VAS), range of motion of shoulder (ROM), and shoulder isokinetic muscle strength before and after treatment, and the complications and recurrence were observed. ResultsThere were five cases in the control group and four cases in the experimental group dropped. The SPADI score, VAS score decreased (|t| > 5.039, P < 0.001), and the ROM and R value of isokinetic muscle strength testing increased (|t| > 2.751, P < 0.01) in both groups after treatment, while the SPADI score, VAS score were less (|t| > 3.616, P < 0.001); the ROM, and R values of isokinetic muscle strength testing of flexion, extension, adduction and abduction were more (|t| > 2.214, P < 0.05) in the experimental group than in the control group. ConclusionWarming needle moxibustion can further relieve shoulder pain in patients with rotator cuff injury, and improve shoulder ROM, muscle strength and functioning.
10.Quantitative computed tomography-derived abdominal visceral adipose tissue and cardiometabolic risk in a large-scale population
Shengyong DONG ; Xiaojuan ZHA ; Limei RAN ; Yongli LI ; Shuang CHEN ; Jianbo GAO ; Shaolin LI ; Yong LU ; Yuqin ZHANG ; Xiao MA ; YueHua LI ; Xigang XIAO ; Xiangyang GONG ; Zehong YANG ; Wei CHEN ; Yingying YANG ; Bairu CHEN ; Yingru LYU ; Yan WU ; Jing WU ; Kaiping ZHAO ; Xiaoxia FU ; Xia DU ; Haihong FU ; Xiaoguang CHENG ; Qiang ZENG
Chinese Journal of Health Management 2021;15(5):425-431
Objective:To investigate the relationship between abdominal visceral adipose tissue (VAT) and cardiometabolic risk (CMR) through quantitative computed tomography (QCT).Methods:The present study included 76226 participants. Abdominal fat areas were measured using the QCT Pro Model 4 system. Cardiometabolic indices were collected, including systolic and diastolic blood pressures, fasting plasma glucose, total cholesterol, triglyceride, and low-density and high-density lipoprotein cholesterols CMR score was the sum of abnormal blood pressure, fasting glucose, triglyceride, and high-density lipoprotein cholesterol. Restricted cubic spline and ordered logistic regression models were applied.Results:The mean age was 50±13 years and the percentage of men was 58.8%. The level of VAT area was higher in men than in women (191.7±77.1 cm 2 vs 116.4±56.2 cm 2, P<0.0001 for all). After adjustment for age, the cardiometabolic indices except high-density lipoprotein cholesterol increased with increasing VAT area. When VAT area was 300 cm 2, age-adjusted odds ratios and 95% confidence intervals of a CMR score ≥ 1 were 14.61 (13.31, 16.04) for men and 5.46 (4.06, 7.36) for women, and the age-adjusted probability of a CMR score ≥ 3 was 31.7% for men and 31.3% for women. Conclusions:QCT-derived VAT is closely related to CMR. The findings suggest that measurement of visceral fat is recommended for the management of abdominal obesity in subjects who agree to undergo lung cancer screening via low-dose CT without additional radiation exposure.

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