1.Prediction and Clinical Evaluation of Cobb Angle in Idiopathic Scoliosis Using Machine Learning and Three-Point Mechanical Data of 3D-Printed Orthotics
Xunjun MA ; Ya LI ; Jun YU ; Haitao LIU ; Yuncheng WU ; Jinwu WANG
Journal of Medical Biomechanics 2025;40(2):364-370
Objective A Cobb angle prediction model for adolescent idiopathic scoliosis(AIS)based on three-point mechanical data from three-dimensional(3D)-printed orthotics and various machine learning algorithms was developed,so as to provide an innovative,radiation-free method for early clinical screening and monitoring of AIS.Methods Clinical data from AIS patients and mechanical data from 3D-printed orthotics were collected to construct a comprehensive dataset with features such as gender,age,disease type,weight,and Risser score.Six algorithms,namely,random forest,support vector regression,gradient boosting regressor,extreme gradient boosting,lightgbm,and catboost,were used to construct and evaluate the performance of Cobb angle prediction models.Results The gradient boosting regressor model had the best performance on several evaluation metrics,achieving a precision rate of 0.937,recall rate of 0.818,F1-score of 0.949,and an area under curve(AUC)value of 0.843.In the validation set,the model's predictions reached an accuracy rate of 0.942,fitting well with the actual Cobb values.Conclusions The Cobb angle prediction model based on mechanical data and machine learning effectively avoids the radiation risks associated with traditional full-spine X-ray examinations in early clinical screening.It provides a non-invasive assessment for AIS patients,enhancing the safety and efficiency of screening and monitoring,and offering a powerful decision-making tool for clinicians,with a great clinical significance.
2.Diagnostic and treatment strategies for testicular torsion
Qing-song MENG ; Wan-ze ZHANG ; Ming ZHANG ; Jiang-hua JIA ; Xin WANG ; Wan-li MA ; Yao-hua WANG ; Ya-xuan WANG ; Jin-chun QI
National Journal of Andrology 2025;31(3):222-225
Objective:To investigate the differences between high-frequency ultrasound-guided manual detorsion combined with surgery(MD+S)and surgery alone in the treatment of testicular torsion,and to provide some new evidence for the timely diagno-sis and treatment of the disease.Methods:We retrospectively analyzed the clinical data on 134 cases of unilateral testicular torsion within 48 hours treated in our hospital by MD+S or by surgery alone from January 2015 to May 2022.We statistically analyzed the age distribution,and duration and degrees of testicular torsion,followed by comparison between the two groups.Results:In the 134 ca-ses,the median age of onset was 15(13-19)years old,the median onset-to-visit time was 15(8-25)hours,and the median de-gree of torsion was 360°(180°-1080°).Of the total number of patients,21 underwent testicular excision and the other 113 were treated with the testis preserved,with no statistically significant difference in age distribution between the two groups(P>0.05),and a higher rate of testis resection in those with longer duration and greater angle of torsion(P<0.05).Totally,33 of the patients were assigned to the MD+S group and 101 to the surgery alone group.According to the actual clinical conditions and excluding those with torsion time longer than 24 hours and torsion angle greater than 720 °,28 of the patients underwent ultrasound-guided MD+S(with 1 case of testis resection,3.6%),and 68 received surgery alone(with 7 cases of testis resection,10.3%).The rate of testis resection was higher in the surgery alone than that in the MD+S group,but with no statistically significant difference between the two groups(P>0.05),which was considered to be related to the small sample size in this study.Conclusion:The popularization of testicular torsion knowledge can shorten the onset-to-visit time,and reasonable manual detorsion before emergency surgery can reduce the rate of testis resection.
3.Finite Element Analysis and Clinical Application of Three-Dimensional-Printed Personalized Cervical Correction Pillow
Ya LI ; Yuncheng WU ; Zhaozhao WU ; Xunjun MA ; Jiaqi LIU ; Yongjun JIANG ; Jinwu WANG
Journal of Medical Biomechanics 2025;40(1):118-125
Objective To evaluate the safety and therapeutic efficacy of three-dimensional(3D)-printed personalized cervical correction pillows for treating cervical spondylotic radiculopathy.Methods A finite element model was established to simulate and analyze the biomechanical changes in cervical spine before and after using the pillow.Additionally,20 patients with chronic neck pain were included to analyze changes in visual analogue scale(VAS)scores,neck disability index(NDI),pressure pain threshold(PPT),Borden value,cervical lordosis,T1 slope,cervical slope,and thoracic inlet angle before and after using the pillow.Results Finite element analysis indicated that the maximum stress on vertebral bodies increased by 64.35%and the maximum stress on cartilage tissues by 5.09%after using the pillow.The Borden value improved by 45.75%.Clinical studies showed a significant reduction in VAS scores,NDI,and PPT after treatment(P<0.05),while PPT,Borden value,cervical lordosis,T1 slope,and thoracic inlet angle significantly increased(P<0.05).Conclusions The 3D-printed personalized cervical correction pillow is safe and effective in alleviating neck pain and improving cervical curvature,and it provides a new and effective non-surgical treatment option for cervical spondylotic radiculopathy,with significant clinical implications.
4.Recent Progress in Biomarkers for the Early Diagnosis of Pulmonary Hypertension
Daoxiong WU ; Yanjin LI ; Yuming WANG ; Ying HU ; Ya LIN ; Run MA
Journal of Modern Laboratory Medicine 2025;40(1):208-212
Pulmonary hypertension (PH) is a group of progressive diseases characterized by pulmonary vascular remodeling,and some patients already have right heart insufficiency at the time of diagnosis. Therefore,early diagnosis of PH is essential to improve patients' quality of life and prolong survival. Biomarkers are an important indicator for early diagnosis of the disease,and there are many traditional biomarkers for PH diagnosis,but the sensitivity and specificity are low. With the progress of research,some new biomarkers have been shown to predict disease progression in early PH and play an important role in the early diagnosis of PH. This study reviews the research progress of biomarkers of PH from the aspects of right heart insufficiency,endothelial dysfunction,pulmonary artery smooth muscle dysfunction,inflammation,and in situ thrombosis to provide exploration direction and reference value for early diagnosis of PH.
5.Quantitative evaluation of the policy on mutual recognition of medical examination and inspection results in medical institutions based on the PMC index model
Ge-yuan LI ; Yu TIAN ; Cheng-yu MA ; Ran PENG ; Ya-nan PANG ; Xin QI ; Xin SUN
Chinese Journal of Health Policy 2025;18(7):18-26
Objective:To quantitatively evaluate the policy texts on mutual recognition of examination and inspection results at the national and local levels in China from 2006 to 2025 based on the PMC index model,and provide reference for policy formulation and improvement.Methods:The ROSTCM6 software was used to sort out and conduct text mining on 27 policy documents issued at the national and local levels,establishing the PMC index model for the mutual recognition of examination and inspection results in China.Quantitative analysis was conducted through a PMC evaluation system consisting of 9 first-level variables and 39 second-level variables.Results:The average PMC index was 6.06(excellent level).Among the 27 policies,4 were rated as perfect,18 as excellent,and 5 as acceptable.Conclusions:Current policies need to strengthen the formulation of scientific and feasible goals,improve legal guarantees and medical insurance coordination mechanisms,and build a complete data security maintenance system to provide policy support and guarantees for the continuous advancement of the mutual recognition of examination and inspection results.
6.Pan-cancer Analysis of Long Chain Non-coding RNA KCNQ1OT1 and Its Regulatory Role on Glutamine Metabolism in Gastric Cancer
Ya-Nan YU ; Jia-Qiu LI ; Xiao-Lin MA
Chinese Journal of Biochemistry and Molecular Biology 2025;41(1):156-168
The long non-coding RNA KCNQ1OT1 plays an important role in promoting the occurrence and development of various cancers.However,there is currently no systematic analysis of KCNQ1OT1 in pan cancer.To elucidate the value of KCNQ1OT1 in tumor diagnosis and prognosis,this study analyzed its expression levels in pan-cancer tissues and its impact on patient prognosis.By analyzing the regulatory mechanism of KCNQ1OT1 in gastric cancer,new molecular targets may be found for the diagnosis and treatment of gastric cancer.Using Sangerbox 3.0,ACLBI and UALCAN databases,we found the expres-sion levels of KCNQ1OT1 were increased in 7 tumor tissues types(P<0.05).We found KCNQ1OT1 ex-pression was correlated with poor prognosis in many tumor types using Sangerbox 3.0 database.We used R software to analyze the differential genes between the high and low expression groups of KCNQ1OT1 in gastric cancer patients(P<0.05,|log2FoldChange|>1).The GO and KEGG enrichment analysis showed that KCNQ1OT1 was involved in the glutamine metabolism of gastric cancer.The cell counting and Western blot detection showed that knocking down KCNQ1OT1 significantly reduced the gastric canc-er cell activity,SLC1A5 expression level and SLC1A5-mediated glutamine transport process(P<0.01).Bioinformatics,RNA immunoprecipitation and dual luciferase analysis confirmed that KCNQ1OT1 com-petitively bind to miR-138-5p to promote the expression of SLC1A5.Finally,ChIP-seq data was used to detect the high H3K27ac signaling at the gene locus of KCNQ1OT1,and ChIP-qPCR was used to verify that P300-mediated enhancer activity regulated the high expression of KCNQ1OT1 in gastric cancer.KC-NQ1OT1 can serve as an independent diagnostic biomarker and prognostic predictor in various tumors.Targeting the KCNQ1OT1/miR-138-5p/SLC1A5 signaling axis to regulate glutamine metabolism may pro-vide new strategies and molecular targets for the treatment of gastric cancer.
7.A Systematic Review of Replacing Tyrosine Kinase Inhibitors with Similar Drugs After Liver Injury
Ya CHEN ; Chao LI ; Xue MA ; Ting YU ; Yue QIU ; Na LI
Herald of Medicine 2025;44(2):259-266
Objective To systematically evaluate the safety and efficacy of replacing tyrosine kinase inhibitors(TKIs)with similar drugs after they cause liver injury,based on case reports and case series studies.Methods PubMed,Embase,Cochrane,Web of Science,CNKI,Wanfang,and VIP databases were searched up to October 2023.Two reviewers independently screened the literature,extracted data,and assessed the quality of the studies.Descriptive and statistical analyses were performed.Results Twenty-six studies(22 case reports and 4 case series)were included,involving 75 patients who switched to similar drugs for TKI-induced liver injury,primarily targeting the epidermal growth factor receptor(EGFR),anaplastic lymphoma kinase(ALK),and multiple targets.The results indicate that majority of patients have favorable safety profiles after switching drugs,with normal liver function or no severe liver injury.Only one patient reported a serious liver adverse reaction,characterized by(grade 3 total bilirubin elevation).In terms of clinical efficacy,most patients responded well to the new TKIs,maintaining stable disease,or showing no progression during follow-up.Disease progression occurred in only two patients who switched from gefitinib to erlotinib after dose reduction due to non-hepatic adverse effects.Additionally,one patient who switched from erlotinib to afatinib experienced worsening tumor symptoms.Conclusion Evidence from published case reports and case series suggests that continuing treatment with similar drugs after TKI-induced liver injury,targeting EGFR,ALK,and multiple targets,demonstrates a certain degree of safety,efficacy,and clinical practicability.This can be a strategy after TKI discontinuation due to liver injury.However,there are no clear guidelines on drug selection,timing,and dosage,and further research is urgently needed.
8.Administrative burden among primary healthcare professionals and its impact mechanism on job burnout:An exploratory sequential mixed-methods study
Shi-chao ZHAO ; Ming-ze XIN ; Zi-qian TANG ; Ya-fang DONG ; He-xi LI ; Hui-fen MA ; Tao WANG
Chinese Journal of Health Policy 2025;18(9):31-38
Objective:To examine the manifestations and causes of administrative burden among primary healthcare professionals,and to explore its impact on job burnout through the mediating role of role conflict,providing theoretical and empirical support for governance-level burden-reduction strategies.Methods:An exploratory sequential mixed-methods design was employed,focusing on primary healthcare professionals in Shandong Province.In the first phase,in-depth interviews were conducted with 175 participants;in the second phase,a questionnaire survey of 1,096 participants and follow-up interviews with 107 participants were carried out.Results:The proportions of respondents who reported"heavy"or"very heavy"burdens were 62.7%for inspection,54.8%for documentation,51.8%for reporting,and 24.4%for meetings.Structural equation modeling showed that administrative burden had a direct effect on job burnout(0.150)and an indirect effect through role conflict(0.093).Qualitative findings further indicated that administrative burden largely stemmed from public health traceability requirements and medical insurance policies,and operated through both resource-based and value-based conflicts.Conclusions:Primary healthcare professionals face considerable administrative burdens,which may heighten job burnout through role conflict.Governance reforms should optimize inspection and assessment,streamline data reporting,refine record-keeping,and promote collaborative governance to break the chain of institutional pressure leading to burnout.
9.Effects of Hedysarum polybotrys polysacchcaide on FXR-FGF19 signal pathway in diabetes rats
Lei ZHANG ; Sheng-fang WAN ; Ya-ling LI ; Qian-kun LIANG ; Yi-hong TIAN ; Xin-xin MA ; Qian GUO
The Chinese Journal of Clinical Pharmacology 2025;41(1):76-80
Objective To study the effects of Hedysarum polysaccharides polysaccharide(HPS)on the farnesoid X receptor(FXR)-fibroblast growth factor-19(FGF19)signaling pathway of diabetes rats.Methods Twelve Wistar male rats were randomly selected as the normal group,and the other rats were fed with a single intraperitoneal injection of streptozotocin(50 mg·kg-1 STZ)and a high sugar and high-fat diet to replicate the diabetes rat model.Model rats were randomly divided into model group,positive control group(given 400 mg·kg-1·d-1 suspension of Bifidobacterium quadruplex live bacterial tablets by gavage),experimental-H,-M,-L groups(given 200,100,and 50 mg·kg-1·d-1 doses of HPS suspension by gavage);normal group,and model group were given equal volume of purified water by gavage once a day for 8 consecutive weeks.Glucose(Glu)was detected by a blood glucose meter;and serum total glyceride(TG)and total cholesterol(TC)were detected by enzyme-linked immunosorbent assay reagent kit;the expressions of FXR、fibroblast growth factor receptors 4(FGFR4)relative mRNA expression level and protein were detected by real-time fluorescence quantitative polymerase chain reaction method and Western blot.Results The Glu concentrations in the normal group,model group,positive control group,and experimental-H groups were(7.66±0.61),(29.25±1.64),(23.31±3.02)and(19.31±5.13)mmol·L-1,respectively;the TG content were(957.00±113.73),(1 345.00±246.44),(958.00±96.53)and(964.00±130.22)μmol·L-1,respectively;the TC content were(161.65±4.53),(302.19±5.35),(236.09±5.14)and(165.58±2.58)μmol·L-1,respectively;the expression of FXR relative mRNA expression level were 1.00±0.06,0.48±0.02,0.67±0.04 and 0.92±0.04,respectively;the expression of FGFR4 relative mRNA expression level were 1.00±0.04,0.17±0.01,0.48±0.04 and 0.41±0.03;respectively.The above indexes of the model group were compared with the control group,and the above indexes of the control group and the experimental-H group were compared with the model group,and the differences were statistically significant(all P<0.01).Conclusion HPS improves blood sugar,lowers blood lipids,and protects liver and intestinal tissues,possibly by regulating the FXR-FGF19 signaling pathway in intestinal tissue,and regulating bile acid synthesis.
10.Finite Element Analysis and Clinical Application of Three-Dimensional-Printed Personalized Cervical Correction Pillow
Ya LI ; Yuncheng WU ; Zhaozhao WU ; Xunjun MA ; Jiaqi LIU ; Yongjun JIANG ; Jinwu WANG
Journal of Medical Biomechanics 2025;40(1):118-125
Objective To evaluate the safety and therapeutic efficacy of three-dimensional(3D)-printed personalized cervical correction pillows for treating cervical spondylotic radiculopathy.Methods A finite element model was established to simulate and analyze the biomechanical changes in cervical spine before and after using the pillow.Additionally,20 patients with chronic neck pain were included to analyze changes in visual analogue scale(VAS)scores,neck disability index(NDI),pressure pain threshold(PPT),Borden value,cervical lordosis,T1 slope,cervical slope,and thoracic inlet angle before and after using the pillow.Results Finite element analysis indicated that the maximum stress on vertebral bodies increased by 64.35%and the maximum stress on cartilage tissues by 5.09%after using the pillow.The Borden value improved by 45.75%.Clinical studies showed a significant reduction in VAS scores,NDI,and PPT after treatment(P<0.05),while PPT,Borden value,cervical lordosis,T1 slope,and thoracic inlet angle significantly increased(P<0.05).Conclusions The 3D-printed personalized cervical correction pillow is safe and effective in alleviating neck pain and improving cervical curvature,and it provides a new and effective non-surgical treatment option for cervical spondylotic radiculopathy,with significant clinical implications.

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