1.Correlation between deltoid muscle tone and postoperative prognosis of patients with rotator cuff tear
Tong BAO ; Jinyi WANG ; Yang CHEN ; Feng XU ; Fei LI
Chinese Journal of Orthopaedics 2025;45(6):361-367
Objective:To explore whether changes in the deltoid muscle tone of the affected side before and after arthroscopic rotator cuff repair (ARCR) are correlated with shoulder joint pain and shoulder joint function.Methods:A total of 55 patients (22 males and 33 females, aged 60.44±9.54 years with a range of 41 to 78 years, BMI 25.86±4.25 kg/m 2 with a range of 18.82 to 42.32 kg/m 2, symptom duration 5.94±7.27 months with a range of 0.3 to 36.0 months) diagnosed with rotator cuff tear and underwent ARCR at the First Affiliated Hospital of Tsinghua University between December 2019 and June 2023 were included. All the patients suffered from unilateral symptom (23 left side and 32 right side), the size of rotator cuff tear was 16.47±5.98 mm (range, 6.92-36.38 mm). Following the operation, postoperative rehabilitation exercises were arranged with a minimum follow-up duration of six months. The muscle tone of the deltoid was measured bilaterally using a muscle tone tester before the operation and at 1, 3, 6 months after operation. The area under curve (AUC) of the pressure-displacement curve was used to reflect the muscle tone, with larger AUC values represent less muscle tone. Visual analogue scale (VAS) and Constant-Murley score were evaluated and recorded at the same time points. Results:At 1, 3, and 6 months postoperatively, the VAS scores were all significantly reduced compared to preoperative values, with the Constant-Murley scores and the AUC values of the pressure-displacement of the affected-side deltoid significantly increased ( P<0.05). The postoperative AUC values of the pressure-displacement of the affected side deltoid muscle were significantly lower than those of the contralateral side ( P<0.05). There was no significant correlation between the changes in deltoid muscle pressure-displacement AUC and age, gender, disease duration, or BMI ( P>0.05), while a significant positive correlation was observed between the AUC and the size of the rotator cuff tear ( r=0.369, P=0.006). There was a positive correlation between the change in VAS and the change in deltoid muscle pressure-displacement AUC ( t=0.424, P<0.001), and the unary linear regression equation was: change in VAS=4.314+0.837×(change in deltoid muscle pressure-displacement AUC). There was a positive correlation between the changes in Constant-Murley shoulder score and the changes in deltoid AUC ( t=5.336, P<0.001), and the unary linear regression equation was: change in Constant-Murley score=24.838+6.097×(change in deltoid muscle pressure-displacement AUC). Conclusions:ARCR can reduce the affected side deltoid muscle tone, relieve shoulder pain and improve shoulder joint function. The changes in deltoid muscle tone are positively correlated with the degree of shoulder pain and function.
2.Comparative efficacy of robot-assisted balloon tibioplasty and traditional open reduction and internal fixation in the treatment of AO/OTA type 41B2 tibial plateau fracture
Jialang HU ; Jing JIAO ; Yucheng HUANG ; Wen XIONG ; Jinyi WU ; Hai DENG ; Zhihua GENG ; Xuan MA ; Ming CHEN
Chinese Journal of Trauma 2025;41(4):369-376
Objective:To compare the clinical efficacy of robot-assisted balloon tibioplasty and traditional open reduction and internal fixation in the treatment of AO/OTA type 41B2 tibial plateau fracture.Methods:A retrospective cohort study was conducted to analyze the clinical data of 70 patients with AO/OTA type 41B2 tibial plateau fracture who were admitted to Wuhan Fourth Hospital from September 2019 to October 2022, including 35 males and 35 females, aged 24-62 years [(44.9±9.5)years]. Among them, 41 patients underwent traditional open reduction and internal fixation (open reduction group), while 29 patients underwent robot-assisted balloon tibioplasty (balloon group). The following parameters were compared between the two groups: incision length, operative blood loss, number of intraoperative fluoroscopies, operation duration, and length of hospital stay; Rasmussen radiological scores at 3 days, 3 months postoperatively, and at the last follow-up and the fracture healing time; pain visual analogue scale (VAS) scores preoperatively, and at 2 days and 3 months postoperatively; knee joint range of motion at 5 days, 3 months postoperatively, and at the last follow-up; Hospital for Special Surgery (HSS) knee function scores at 3, 6 months postoperatively, and at the last follow-up; incidence rate of complications at 15 days postoperatively.Results:All the patients were followed for 12-24 months [18(17, 20)months]. The incision length, operative blood loss and length of hospital stay in the balloon group were 1.6(1.5, 3.0)cm, 5.0(5.0, 5.0)ml and 11.0(9.0, 14.0)days, less than those in the open reduction group [12.0(11.0, 12.0)cm, 100.0(50.0, 120.0)ml and 15.0(13.0, 20.0)days] ( P<0.01). The number of intraoperative fluoroscopies and operation duration in the open reduction group were 9.0(7.0, 10.0)times and 75.0(60.0, 90.0)minutes, less than those in the balloon group [336.0(335.0, 340.0)times and [90.0(70.0, 105.0)minutes] ( P<0.05). There were no significant differences in the Rasmussen radiological scores between the two groups at 3 days, 3 months postoperatively, or at the last follow-up ( P>0.05). The fracture healing time in the balloon group was 3.0(3.0, 3.0)months, shorter than 3.0(3.0, 3.5)months in the open reduction group ( P<0.05). No significant differences were observed between the two groups in VAS scores before operation or at 3 months postoperatively ( P>0.05). However, the VAS score was 2.0(2.0, 3.0)points at 2 days postoperatively in the balloon group, lower than 5.0(5.0, 6.0)points in the open reduction group ( P<0.01). The knee joint range of motion at 5 days, 3 months postoperatively and at the last follow-up were 90.0(85.0, 90.0)°, 135.0(130.0, 135.0)° and 140.0(135.0, 140.0)° in the balloon group, better than 65.0(60.0, 70.0)°, 125.0(120.0, 130.0)°, 130.0(130.0, 140.0)° in the open reduction group ( P<0.01). Similarly, the HSS knee function scores at 3, 6 months postoperatively and at the last follow-up were 80.0(80.0, 81.0)points, 91.0(90.0, 92.0)points, and 95.0(93.0, 96.0)points in the balloon group, better than 71.0(70.0, 72.0)points, 83.0(81.0, 84.0)points, and 86.0(84.0, 88.0)points in the open reduction group ( P<0.01). The incidence rate of complications in the balloon group was 0, comparable to 12% (5/41) in the open reduction group ( P>0.05). Conclusion:Compared with traditional open reduction and internal fixation surgery, robot-assisted balloon tibioplasty in the treatment of AO/OTA type 41B2 tibial plateau fracture significantly reduces surgical trauma, alleviates postoperative pain, promotes fracture healing, and accelerates functional recovery of the affected limbs.
3.Pregnancy probability prediction models based on 5 machine learning algorithms and comparison of their performance
Chao REN ; Huan YANG ; Niya ZHOU ; Qing CHEN ; Wenzheng ZHOU ; Tong WANG ; Xi LING ; Lei SUN ; Peng ZOU ; Zhuoyue LIANG ; Lin AO ; Jinyi LIU ; Jia CAO
Journal of Army Medical University 2025;47(12):1376-1387
Objective To construct 5 machine-learning models and compare their performance in predicting the associations between pre-pregnancy socio-psycho-behavioral exposures of both spouses and preconception outcomes.Methods Based on Chongqing Preconception Reproductive Health and Birth Outcome Cohort of volunteers recruited from Chongqing Health Center for Women and Children during January 2019 and March 2022,5 447 couples were recruited and surveyed through interviewer-interview for the demographic and social-psychological-behavioral data of both spouses(221 variables).According to the inclusion and exclusion criteria,4 097 couples were finally included,and randomly assigned into a training set(n=2 867 spouses)and a validation set(n=1 230 spouses)at a ratio of 7∶3.Feature analysis and collinear screening were applied to select the potential exposure factors.In consideration of difficulty to carry out semen parameters analysis in primary healthcare institutions,feature Set 1 including sperm parameters and feature Set 2 excluding semen parameters were constructed by including or excluding sperm quality simultaneously in the training set and the validation set.Five algorithms,that is,Logistic Regression,Naive Bayes,Random Forest,Gradient Boosting Machine,and Support Vector Machine,were used to construct preconception outcome prediction models,and the parameters of each model were optimized using random search combined with grid search.The predictive performance of each model was compared using precision,recall,F1 score,area under the receiver operating characteristic curve(AUC),and calibration curve.The optimal model was then selected by comparing the changes in the predictive ability of the questionnaire data for fertility outcomes with or without semen parameters.Results There were 24 variables screened out in feature Set 1,and 16 variables in feature Set 2.In feature Set 1,the gradient boosting machine performed better,with a relatively higher AUC value(0.651)and better F1 score(0.61).The logistic regression model performed stably(AUC value=0.647)and was suitable as the reference model.The random forest(AUC value=0.641),Naive Bayes(AUC value=0.641),and support vector machine(AUC value=0.634)performed second-best.By utilizing the gradient boosting machine,comparable results were found between the predictions from feature sets with or without semen parameters,as in feature Set 1,the AUC value of its validation set was 0.651(95%CI:0.629~0.681),the prediction accuracy was 0.63,the recall rate was 0.65,and the average precision value F1 was 0.61;and in feature Set 2,the AUC value of its validation set was 0.649(95%CI:0.624~0.663),and both the calibration curves were close to the ideal curve.The prediction results indicated that in feature Set 1,the features highly negatively correlated with preconception outcomes were female age,male age,and no pregnancy within 1 year without contraception,while the features highly positively correlated with preconception outcomes were female pregnancy history,total sperm vitality,and use of contraceptive measures before enrollment.Conclusion Among the 5 machine-learning algorithms performed in this cohort data,the gradient boosting machine shows slightly better performance.There are 24 factors being associated with preconception outcomes in both spouses,and the performance of the simplified model excluding semen parameters is not significantly declined.It is feasible to use machine-learning methods to predict human preconception outcomes through social-psychological-behavioral questionnaires.
4.Transgenerational effects and transmission mechanisms of paternal PM2.5 exposure on growth and development in offspring
Zhonghao ZHANG ; Jiankang WANG ; Mengchao HE ; Lei SUN ; Qing CHEN ; Jinyi LIU ; Jia CAO
Journal of Army Medical University 2025;47(15):1741-1749
Objective To investigate the transgenerational effects of paternal PM2.5 exposure on offspring growth and development,and to preliminarily elucidate the role of sperm DNA methylation modifications in mediating these effects.Methods Eight-week-old male C57BL/6 mice were randomly divided into filtered air(FA),unfiltered air(UA),and concentrated PM2.5(CAP)groups,with 10 animals in each group.The exposure was conducted from November 2019 to April 2020,and then,these male mice were mated with unexposed females to generate F1 offspring,which were bred successively to produce F2 and F3 generations.All the offspring were living in PM2.5-free environment.The birth body weight,birth number,and sex ratio of the offspring were recorded,body weight growth was monitored,and organ coefficients of the heart,liver,lung,and brain were calculated.Whole-genome methylation sequencing was performed on the sperm DNA of the CAP group,FA group,and their F1 generation offspring to screen for differentially methylated regions,and the genes and pathways associated with these regions were analyzed.Results When compared with the F1~F3 offspring of the FA group,the CAP group had significantly reduced birth body weight in the F1 generation(P<0.05),no statistical differences were observed in the birth body weight in the F2 and F3 generations(P>0.05),or either in the sex ratio and birth number among the F1,F2 and F3 generations.Compared with the FA group offspring,the F1~F3 offspring of CAP group exhibited delayed body weight gain,especially in the males(P<0.05),the CAP-F1 male generation had obviously elevated liver organ coefficient(P<0.01),but no statistical changes were observed in the heart,lung,or brain coefficients among the F1~F3 generations.Between the FA group and the CAP group,37 997 differentially methylated regions were detected,with a reduction of approximately 50%in the number of differentially methylated regions in the F1 generation.Differentially methylated genes in F0 and F1 sperm were potentially related to developmental processes,including imprinting genes(Gnas,Igf2)and metabolic genes(Ppard,Rps6kb1).Conclusion Paternal exposure to PM2.5 leads to reduced birth weight and intergenerational growth retardation in offspring.Its impact on phenotypic effects is gradually weakened during intergenerational transmission.Changes in the methylation of development-related genes in sperm may be one of the mechanisms mediating this intergenerational effect.
5.Network analysis of factors related to non suicidal self injury among middle school students in Guizhou Province
ZHAO Wenxin, TIAN Meng, CHEN Siyuan, WU Jinyi, GAO Ying, DENG Xiwen, ZHANG Wanzhu
Chinese Journal of School Health 2025;46(1):92-95
Objective:
To explore the relationship between related factors of non-suicidal self-injury behavior (NSSI) among middle school students in Guizhou Province, so as to provide the evidence for preventing high risk behaviors in adolescents.
Methods:
A stratified cluster random sampling method was used to select 1 034 junior and senior middle school students from Zunyi City, Qiannan Prefecture and Tongren City in Guizhou Province from April to October in 2023. Questionnaire survey was conducted to collect information including Adolescent Self injury Scale and Family Assessment Device. The R 4.4.1 software was employed for network analysis visualization, centrality indicators, and result stability assessment.
Results:
The detection rate of NSSI behavior among middle school students in Guizhou province was 29.6%, with a detection rate of 25.5% for boys and 33.1% for girls, showing a statistically significant difference ( χ 2=7.07, P <0.05). There were statistically significant differences in scores of emotional communication, egoism, family rules, positive communication, problem solving, expression of positive emotions and management of negative emotions self-efficacy, and bullying victimization in various dimensions between middle school students with and without NSSI ( Z =-13.66 to -7.05, P <0.01). NSSI among middle school students was positively correlated with social/relational bullying, depression and anxiety, and there were relatively close connections in the network ( r =0.35, 0.43, 0.42, P <0.01). Centrality indicators showed that the highest in strength and closeness centrality were stress ( Z =1.29, 1.58), the highest in betweenness centrality was for emotional communication ( Z =1.91), and the highest in expected influence index was for physical bullying ( Z =1.44)( P < 0.05).
Conclusions
Stress, emotional communication and physical bullying have significant impacts in the network of factors related to NSSI. Social/relational bullying, depression and anxiety have strong direct correlations with NSSI behavior among middle school students.
6.Trends of Brain Tumor Incidence and Onset Age in Can-cer Registration Areas of Jiangsu Province from 2009 to 2019
De LIU ; Pan ZHANG ; Cheng QIAO ; Ting LI ; Peipei CHEN ; Zongmei DONG ; Jinyi ZHOU ; Ran TAO ; Weigang MIAO ; Renqiang HAN
China Cancer 2025;34(2):116-124
[Purpose]To analyze the trends of brain tumor incidence and age of onset in cancer registration areas of Jiangsu Province from 2009 to 2019.[Methods]The incidence data of brain tumors from 2009 to 2019 were obtained from 16 national cancer registration areas of Jiangsu Province.The crude incidence rate,age-standardized incidence rate by Chinese standard popula-tion(ASIRC),average age of onset,standardized age-specific incidence rate,and annual average percentage change(AAPC)by sexes and regions were calculated.[Results]The incidence rate of brain tumor in Jiangsu Province from 2009 to 2019 showed an increasing trend(AAPC=4.12%,95%CI:3.31%~4.95%),and the increase in female(AAPC=5.79%,95%CI:4.44%~7.15%)was higher than that in male(AAPC=2.31%,95%CI:1.66%~2.97%);and the increase in urban areas(AAPC=4.84%,95%CI:3.52%~6.18%)was higher than that in rural areas(AAPC=3.04%,95%CI:2.12%~3.98%).The ASIRC also showed an increasing trend(AAPC=2.14%,95%CI:1.27%~3.02%).Birth cohort analysis showed that within the same age group,the incidence rate of brain tumors increased with increasing birth years.The average age of onset for crude incidence showed a delaying trend of 0.43 years old per year(t=7.09,P<0.001);that for ASIRC was 0.20 years old per year(t=3.33,P=0.009).The proportion of patients in the age group of 60 years old and above increased from 35.79%in 2009 to 44.18%in 2019.[Conclusion]The incidence of brain tumor in cancer registration areas of Jiangsu Province showed an increasing trend from 2009 to 2019 with a delaying trend of average age of onset.
7.The role of targeting ferroptosis in cancer radiotherapy
Jingyuan ZHU ; Jinyi LANG ; Meihua CHEN
Chinese Journal of Radiation Oncology 2025;34(10):1053-1058
Ferroptosis, an iron-dependent cell death pathway, characterized by iron accumulation and lipid peroxidation, has emerged as a recent discovery. Radiotherapy, utilizing targeted ionizing radiation, stands as a prevalent cancer treatment modality. Recent investigations have unveiled a pronounced interconnection between targeting ferroptosis and radiotherapy. In this article, key molecular mechanisms of ferroptosis and related drugs were systematically summarized, the interaction between ferroptosis and radiotherapy was discussed, and the potential of targeting ferroptosis in enhancing anti-tumor effect mediated by radiotherapy was evaluated, aiming to provide important reference for formulating effective precise radiotherapy strategies.
8.Analysis of influencing factors on the use of personal protective equipment by noise workers
Jinyi LU ; Zhao ZHANG ; Yuhao WANG ; Shibiao SU ; Hao CHEN ; Ming LIU ; Xudong LI
Chinese Journal of Industrial Hygiene and Occupational Diseases 2025;43(3):196-200
Objective:To analyze the correct use of personal protective equipment (PPE) among noise-exposed workers and its influencing factors, providing reference information for noise intervention efforts.Methods:In September 2023, a stratified sampling method was employed. Based on the 2022 gross domestic product (GDP) rankings of cities in Guangdong Province, 21 prefecture-level cities were divided into economically developed and less developed groups. Two cities were randomly selected from each group, and 16 to 17 enterprises were randomly chosen from each city as study sites. Twenty workers were included from each enterprise as study subjects. A total of 1200 questionnaires were distributed and collected, and 1099 were valid, with an effective recovery rate of 91.6%. The correctness of hearing protector usage was evaluated according to the GB/T 23466-2009 "Guidelines for the Selection of Hearing Protectors", and the personal attenuation rating values of the workers' hearing protectors were measured. A self-designed Questionnaire on the Use of Hearing Protectors by Noise-Exposed Workers was used to investigate PPE-related usage. Multivariate logistic regression analysis was conducted to identify factors influencing the correct use of PPE.Results:A total of 429 (39.0%) noise-exposed workers were able to use PPE correctly during work. Multivariate logistic regression analysis showed that age, working hours, gender, occupational noise protection knowledge score, whether PPE was checked after use, and the frequency of peer supervision on PPE usage were significant factors influencing the effective use of PPE ( P<0.05) . Conclusion:The correct use of PPE by noise-exposed workers still needs to be improved. The level of occupational health education in enterprises should be enhanced to promote the correct use of PPE by noise-exposed workers.
9.Correlation between deltoid muscle tone and postoperative prognosis of patients with rotator cuff tear
Tong BAO ; Jinyi WANG ; Yang CHEN ; Feng XU ; Fei LI
Chinese Journal of Orthopaedics 2025;45(6):361-367
Objective:To explore whether changes in the deltoid muscle tone of the affected side before and after arthroscopic rotator cuff repair (ARCR) are correlated with shoulder joint pain and shoulder joint function.Methods:A total of 55 patients (22 males and 33 females, aged 60.44±9.54 years with a range of 41 to 78 years, BMI 25.86±4.25 kg/m 2 with a range of 18.82 to 42.32 kg/m 2, symptom duration 5.94±7.27 months with a range of 0.3 to 36.0 months) diagnosed with rotator cuff tear and underwent ARCR at the First Affiliated Hospital of Tsinghua University between December 2019 and June 2023 were included. All the patients suffered from unilateral symptom (23 left side and 32 right side), the size of rotator cuff tear was 16.47±5.98 mm (range, 6.92-36.38 mm). Following the operation, postoperative rehabilitation exercises were arranged with a minimum follow-up duration of six months. The muscle tone of the deltoid was measured bilaterally using a muscle tone tester before the operation and at 1, 3, 6 months after operation. The area under curve (AUC) of the pressure-displacement curve was used to reflect the muscle tone, with larger AUC values represent less muscle tone. Visual analogue scale (VAS) and Constant-Murley score were evaluated and recorded at the same time points. Results:At 1, 3, and 6 months postoperatively, the VAS scores were all significantly reduced compared to preoperative values, with the Constant-Murley scores and the AUC values of the pressure-displacement of the affected-side deltoid significantly increased ( P<0.05). The postoperative AUC values of the pressure-displacement of the affected side deltoid muscle were significantly lower than those of the contralateral side ( P<0.05). There was no significant correlation between the changes in deltoid muscle pressure-displacement AUC and age, gender, disease duration, or BMI ( P>0.05), while a significant positive correlation was observed between the AUC and the size of the rotator cuff tear ( r=0.369, P=0.006). There was a positive correlation between the change in VAS and the change in deltoid muscle pressure-displacement AUC ( t=0.424, P<0.001), and the unary linear regression equation was: change in VAS=4.314+0.837×(change in deltoid muscle pressure-displacement AUC). There was a positive correlation between the changes in Constant-Murley shoulder score and the changes in deltoid AUC ( t=5.336, P<0.001), and the unary linear regression equation was: change in Constant-Murley score=24.838+6.097×(change in deltoid muscle pressure-displacement AUC). Conclusions:ARCR can reduce the affected side deltoid muscle tone, relieve shoulder pain and improve shoulder joint function. The changes in deltoid muscle tone are positively correlated with the degree of shoulder pain and function.
10.Trends of Brain Tumor Incidence and Onset Age in Can-cer Registration Areas of Jiangsu Province from 2009 to 2019
De LIU ; Pan ZHANG ; Cheng QIAO ; Ting LI ; Peipei CHEN ; Zongmei DONG ; Jinyi ZHOU ; Ran TAO ; Weigang MIAO ; Renqiang HAN
China Cancer 2025;34(2):116-124
[Purpose]To analyze the trends of brain tumor incidence and age of onset in cancer registration areas of Jiangsu Province from 2009 to 2019.[Methods]The incidence data of brain tumors from 2009 to 2019 were obtained from 16 national cancer registration areas of Jiangsu Province.The crude incidence rate,age-standardized incidence rate by Chinese standard popula-tion(ASIRC),average age of onset,standardized age-specific incidence rate,and annual average percentage change(AAPC)by sexes and regions were calculated.[Results]The incidence rate of brain tumor in Jiangsu Province from 2009 to 2019 showed an increasing trend(AAPC=4.12%,95%CI:3.31%~4.95%),and the increase in female(AAPC=5.79%,95%CI:4.44%~7.15%)was higher than that in male(AAPC=2.31%,95%CI:1.66%~2.97%);and the increase in urban areas(AAPC=4.84%,95%CI:3.52%~6.18%)was higher than that in rural areas(AAPC=3.04%,95%CI:2.12%~3.98%).The ASIRC also showed an increasing trend(AAPC=2.14%,95%CI:1.27%~3.02%).Birth cohort analysis showed that within the same age group,the incidence rate of brain tumors increased with increasing birth years.The average age of onset for crude incidence showed a delaying trend of 0.43 years old per year(t=7.09,P<0.001);that for ASIRC was 0.20 years old per year(t=3.33,P=0.009).The proportion of patients in the age group of 60 years old and above increased from 35.79%in 2009 to 44.18%in 2019.[Conclusion]The incidence of brain tumor in cancer registration areas of Jiangsu Province showed an increasing trend from 2009 to 2019 with a delaying trend of average age of onset.


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