1.Effect of group counseling integrating tea drinking on mental health improvement of college students
DENG Xuyang, LIN Qixiu, ZHU Siyu, LIU Xiaogang, XU Liuqing, HE Jing,WANG Zhilin
Chinese Journal of School Health 2024;45(6):826-830
Objective:
To explore the intervention effect of group counseling integrating teadrinking on depression, social avoidance and distress, coping styles and selfesteem among college students, so as to provide references for promoting the psychological health of students.
Methods:
From March to June 2021, a convenience sampling method was used to recruit 46 college students from a university in Nanjing for intervention project. There were 23 students in intervention group and control group, respectively. The intervention was conducted for 2.5 hours per week across a 6 week period. The intervention group received two sessions of group counseling that incorporated teadrinking experience, and the sessions involved tea knowledge explanation, observation and learning, embodied experience, emotional expression, interpersonal assistance and emotional support, cultural customs and life integration. After the intervention was completed, the control group received onetime group counseling that integrated teadrinking. The Wilcoxon difference test and Mann-Whitney U test were performed to compare the scores of each scale within and between the groups, and the χ2 test was used to compare the detection rates.
Results:
There were no statistically significant differences in the scores of positive coping, negative coping, selfesteem, social avoidance and distress between the intervention group and the control group (Z=-1.20, -0.33, -0.35, 1.31,P>0.05). There were statistically significant differences in positive coping styles, selfesteem, social avoidance and distress between the intervention group and the control group after the intervention(27.70±5.60,22.05±4.30;30.52±3.63,28.27±4.06;7.43±7.38,13.64±6.79) (Z=-3.31, -2.10, 3.22, P<0.05). The intervention group showed statistically significant differences in social avoidance and distress scores before and after the intervention(11.96±7.47,7.43±7.38) (Z=-2.88), and the depression detection rate decreased(60.9%,30.4%) (χ2=4.29) (P<0.05). There were no statistically significant differences in positive coping, negative coping, selfesteem, social avoidance and distress scores, and depression detection rate between the control group before and after the intervention (Z/χ2=-0.28, -0.42, -1.24, -1.25;1.39, P>0.05). The followup results 1year later showed that there was a statistically significant difference in social avoidance and distress(6.57±6.21,14.16±9.22), and in the detection rates of depression(21.7%,52.2%) between the intervention group and the control group (Z/χ2=2.70,4.57,P<0.05).
Conclusions
Group counseling integrating teadrinking could improve interpersonal relationships, emotional states, selfesteem levels and coping strategies among college students. Group psychological counseling that incorporates teadrinking can be adopted to improve the mental health status of college students.
2.Mechanical Response of Functionally Graded Materials Total Ankle Prosthesis:A Finite Element Analysis
Jie MA ; Yongsheng LI ; Jing CHEN ; Xiaogang WU ; Jianying LIN ; Yunpeng WEN
Journal of Medical Biomechanics 2024;39(5):881-888
Objective To study the mechanical response of tibial prostheses and the distal tibial cancellous bone after implantation of radial and axial functionally graded materials(FGM)into the ankle joint.Methods Three FGM were used:titanium alloy-bioactive glass composite FGM(FGM-Ⅰ),titanium(Ti)alloy-ideal bone elastic composite FGM(FGM-Ⅱ),and Ti alloy-hydroxylapatite composite FGM(FGM-Ⅲ).A three-dimensional finite element model of total ankle arthroplasty(TAA)was established,and the simulation software ABAQUS was used for secondary development based on Fortra.By changing the volume fraction,the mechanical properties of the FGM tibial prosthesis can be adjusted both axially and radially.The stress distributions of the tibial prosthesis and cancellous bone after FGM axial and radial tibial component implantation in the standing position were analyzed.Results Compared with Ti alloy tibial prosthesis,three kinds of FGM could effectively reduce the stress concentration on the tibial prosthesis,and the overall effect of FGM-Ⅲ tibial prosthesis was better than that of FGM-Ⅰ and FGM-Ⅱ tibial prosthesis;the radial distribution of FGM could effectively reduce the maximum von Mises stress of the prosthesis.For the tibial cancellous bone,the three types of FGM radial tibial prostheses and FGM-Ⅲ axial tibial prostheses could effectively increase the distal stress,thus,relieving the stress shielding on the cancellous bone;the FGM-Ⅲ radial tibial prosthesis was the most effective in improving the stress level of the cancellous bone.Conclusions FGM-Ⅲ radial ankle prosthesis can effectively reduce the stress concentration phenomenon and the stress shielding effect on the prosthesis to prolong its life,with potential application prospects.
3.Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients (version 2024)
Yao LU ; Yang LI ; Leiying ZHANG ; Hao TANG ; Huidan JING ; Yaoli WANG ; Xiangzhi JIA ; Li BA ; Maohong BIAN ; Dan CAI ; Hui CAI ; Xiaohong CAI ; Zhanshan ZHA ; Bingyu CHEN ; Daqing CHEN ; Feng CHEN ; Guoan CHEN ; Haiming CHEN ; Jing CHEN ; Min CHEN ; Qing CHEN ; Shu CHEN ; Xi CHEN ; Jinfeng CHENG ; Xiaoling CHU ; Hongwang CUI ; Xin CUI ; Zhen DA ; Ying DAI ; Surong DENG ; Weiqun DONG ; Weimin FAN ; Ke FENG ; Danhui FU ; Yongshui FU ; Qi FU ; Xuemei FU ; Jia GAN ; Xinyu GAN ; Wei GAO ; Huaizheng GONG ; Rong GUI ; Geng GUO ; Ning HAN ; Yiwen HAO ; Wubing HE ; Qiang HONG ; Ruiqin HOU ; Wei HOU ; Jie HU ; Peiyang HU ; Xi HU ; Xiaoyu HU ; Guangbin HUANG ; Jie HUANG ; Xiangyan HUANG ; Yuanshuai HUANG ; Shouyong HUN ; Xuebing JIANG ; Ping JIN ; Dong LAI ; Aiping LE ; Hongmei LI ; Bijuan LI ; Cuiying LI ; Daihong LI ; Haihong LI ; He LI ; Hui LI ; Jianping LI ; Ning LI ; Xiying LI ; Xiangmin LI ; Xiaofei LI ; Xiaojuan LI ; Zhiqiang LI ; Zhongjun LI ; Zunyan LI ; Huaqin LIANG ; Xiaohua LIANG ; Dongfa LIAO ; Qun LIAO ; Yan LIAO ; Jiajin LIN ; Chunxia LIU ; Fenghua LIU ; Peixian LIU ; Tiemei LIU ; Xiaoxin LIU ; Zhiwei LIU ; Zhongdi LIU ; Hua LU ; Jianfeng LUAN ; Jianjun LUO ; Qun LUO ; Dingfeng LYU ; Qi LYU ; Xianping LYU ; Aijun MA ; Liqiang MA ; Shuxuan MA ; Xainjun MA ; Xiaogang MA ; Xiaoli MA ; Guoqing MAO ; Shijie MU ; Shaolin NIE ; Shujuan OUYANG ; Xilin OUYANG ; Chunqiu PAN ; Jian PAN ; Xiaohua PAN ; Lei PENG ; Tao PENG ; Baohua QIAN ; Shu QIAO ; Li QIN ; Ying REN ; Zhaoqi REN ; Ruiming RONG ; Changshan SU ; Mingwei SUN ; Wenwu SUN ; Zhenwei SUN ; Haiping TANG ; Xiaofeng TANG ; Changjiu TANG ; Cuihua TAO ; Zhibin TIAN ; Juan WANG ; Baoyan WANG ; Chunyan WANG ; Gefei WANG ; Haiyan WANG ; Hongjie WANG ; Peng WANG ; Pengli WANG ; Qiushi WANG ; Xiaoning WANG ; Xinhua WANG ; Xuefeng WANG ; Yong WANG ; Yongjun WANG ; Yuanjie WANG ; Zhihua WANG ; Shaojun WEI ; Yaming WEI ; Jianbo WEN ; Jun WEN ; Jiang WU ; Jufeng WU ; Aijun XIA ; Fei XIA ; Rong XIA ; Jue XIE ; Yanchao XING ; Yan XIONG ; Feng XU ; Yongzhu XU ; Yongan XU ; Yonghe YAN ; Beizhan YAN ; Jiang YANG ; Jiangcun YANG ; Jun YANG ; Xinwen YANG ; Yongyi YANG ; Chunyan YAO ; Mingliang YE ; Changlin YIN ; Ming YIN ; Wen YIN ; Lianling YU ; Shuhong YU ; Zebo YU ; Yigang YU ; Anyong YU ; Hong YUAN ; Yi YUAN ; Chan ZHANG ; Jinjun ZHANG ; Jun ZHANG ; Kai ZHANG ; Leibing ZHANG ; Quan ZHANG ; Rongjiang ZHANG ; Sanming ZHANG ; Shengji ZHANG ; Shuo ZHANG ; Wei ZHANG ; Weidong ZHANG ; Xi ZHANG ; Xingwen ZHANG ; Guixi ZHANG ; Xiaojun ZHANG ; Guoqing ZHAO ; Jianpeng ZHAO ; Shuming ZHAO ; Beibei ZHENG ; Shangen ZHENG ; Huayou ZHOU ; Jicheng ZHOU ; Lihong ZHOU ; Mou ZHOU ; Xiaoyu ZHOU ; Xuelian ZHOU ; Yuan ZHOU ; Zheng ZHOU ; Zuhuang ZHOU ; Haiyan ZHU ; Peiyuan ZHU ; Changju ZHU ; Lili ZHU ; Zhengguo WANG ; Jianxin JIANG ; Deqing WANG ; Jiongcai LAN ; Quanli WANG ; Yang YU ; Lianyang ZHANG ; Aiqing WEN
Chinese Journal of Trauma 2024;40(10):865-881
Patients with severe trauma require an extremely timely treatment and transfusion plays an irreplaceable role in the emergency treatment of such patients. An increasing number of evidence-based medicinal evidences and clinical practices suggest that patients with severe traumatic bleeding benefit from early transfusion of low-titer group O whole blood or hemostatic resuscitation with red blood cells, plasma and platelet of a balanced ratio. However, the current domestic mode of blood supply cannot fully meet the requirements of timely and effective blood transfusion for emergency treatment of patients with severe trauma in clinical practice. In order to solve the key problems in blood supply and blood transfusion strategies for emergency treatment of severe trauma, Branch of Clinical Transfusion Medicine of Chinese Medical Association, Group for Trauma Emergency Care and Multiple Injuries of Trauma Branch of Chinese Medical Association, Young Scholar Group of Disaster Medicine Branch of Chinese Medical Association organized domestic experts of blood transfusion medicine and trauma treatment to jointly formulate Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients ( version 2024). Based on the evidence-based medical evidence and Delphi method of expert consultation and voting, 10 recommendations were put forward from two aspects of blood support mode and transfusion strategies, aiming to provide a reference for transfusion resuscitation in the emergency treatment of severe trauma and further improve the success rate of treatment of patients with severe trauma.
4.Analysis of characteristics and risk factors of bacterial infection in patients undergoing liver transplantation for liver failure
Wenjing WANG ; Jingyao ZHANG ; Xiaogang ZHANG ; Bo WANG ; Yi ZHANG ; Ting LIN ; Chang LIU
Chinese Journal of Digestive Surgery 2023;22(11):1343-1350
Objective:To analyze the pathogens distribution, drug resistance and risk factors of bacterial infection in patients undergoing liver transplantation for liver failure.Methods:The retrospective case-control study was conducted. The clinical data of 88 patients with liver failure who underwent liver transplantation in The First Affiliated Hospital of Xi′an Jiaotong University from July 2020 to June 2023 were collected. There were 57 males and 31 females, aged (44±9)years. Observation indicators:(1) incidence and pathogens distribution of bacterial infection in patients undergoing liver transplantation for liver failure; (2) drug resistance of bacteria; (3) risk factors of bacterial infection in patients undergoing liver transplantation for liver failure. Measurement data with normal distribution were represented as Mean± SD. Measurement data with skewed distribution were represented as M(range). Count data were described as absolute numbers and percentages. Univariate analysis was conducted using the chi-square test or Fisher exact probability. Multivariate analysis was conducted using the Logistic regression model. Results:(1) Incidence and pathogens distribution of bacterial infection in patients undergoing liver transplantation for liver failure. Of 88 patients, 40 cases had bacterial infection after liver transplantation, with the incidence as 45.45% and occurrence time as postoperative 18(range, 1-57)days. Of the 40 cases with bacterial infection after liver transplantation, 9 cases had single strain infection and 31 cases had mixed bacterial infection. A total of 135 strains of different pathogenic bacteria were isolated from 40 patients, 106 of which were Gram-negative bacteria, 29 were Gram-positive bacteria. Of the Gram-negative bacteria, the top 4 pathogenic bacteria were 37 strains of Acinetobacter baumannii, 35 strains of Klebsiella pneumoniae, 11 strains of Pseudomonas aeruginosa, 9 strains of Stenotrophomonas maltophilia. Of the Gram-positive bacteria, there were 22 strains of Enterococcus faecium, 3 strains of Staphylococcus aureus, 3 strains of Staphylococcus epidermidis, 1 strain of Staphylococcus haemolyticus. Of the 135 strains of pathogenic bacteria, 64 strains were isolated from respiratory tract, 26 strains were from abdomen, 23 strains were from biliary tract, 16 strains were from blood, 6 strains were from other sites. (2) Drug resistance of bacteria. Of the Gram-negative bacteria, Acinetobacter baumannii had a resistance rate of lower than 30.0% to colistin, tigacyclinei, minocycline, a resistance rate of 30.0%-50.0% to amikacin and tobramycin, a resistance rate of over 70.0% to cefotetan, ceftazidime, cefepime, cefoperazone/sulbactam, piperacillin/tazobactam, meropenem, imipenem, ciprofloxacin, cotrimoxazole, levofloxacin. Klebsiella pneumoniae showed a resistance rate of lower than 30.0% to ceftazidime/avibactam, colistin, tigacyclinei and a resistance rate of more than 70.0% to other tested antibiotics. Pseudomonas aeruginosa showed a resistance rate of more than 50.0% to meropenem, imipenem, levofloxacin and a resistance rate of lower than 50.0% to other tested antibiotics. Stenotrophomonas maltophilia showed a resistance rate of lower than 30.0% to cotrimoxazole, levofloxacin, minocycline. Klebsiella oxytoca showed a resistance rate of more than 50.0% to piperacillin/tazobactam, cefoperazone/sulbactam and a resistance rate of lower than 50.0% to other tested antibiotics. The resistance rate of Escherichia coli to amikacin, tobramycin, ceftazidime/avibactam, colistin, and tigecycline was less than 30.0%, and the resistance rate to other tested antibiotics was more than 50.0%. Of the Gram-positive bacteria, Staphylococcus aureus showed a resistance rate of 0 to tigacyclinei, vancomycin, teicoplanin, linezolid, a resistance rate of lower than 50.0% to gentamicin and ciprofloxacin, and a resistance rate of more than 50.0% to erythromycin, penicillin G, ampicillin, tetracycline, levofloxacin. Staphylococcus showed a resistance rate of more than 50.0% to erythromycin, penicillin G, oxacillin, and a resistance rate of 0 to other tested antibiotics. (3) Risk factors of bacterial infection in patients undergoing liver transplantation for liver failure. Results of multivariate analysis showed that preoperative model for end-stage liver disease score ≥30 was an independent risk factor for bacterial infection in patients undergoing liver transplantation for liver failure ( odds ratio=6.440, 95% confidence interval as 2.155-19.248, P<0.05). Conclusions:The incidence of bacterial infection in patients undergoing liver transplantation for liver failure is high, with the most common sites of respiratory tract and abdomen. The pathogenic bacteria are mainly Gram-negative bacteria, which show an extensive and high drug resistance. Preoperative model for end-stage liver disease score ≥30 was an independent risk factor for bacterial infection in patients undergoing liver transplantation for liver failure.
5.Gallic Acid Ameliorates Cognitive Impairment Caused by Sleep Deprivation through Antioxidant Effect
Xiaogang PANG ; Yifan XU ; Shuoxin XIE ; Tianshu ZHANG ; Lin CONG ; Yuchen QI ; Lubing LIU ; Qingjun LI ; Mei MO ; Guimei WANG ; Xiuwei DU ; Hui SHEN ; Yuanyuan LI
Experimental Neurobiology 2023;32(4):285-301
Sleep deprivation (SD) has a profound impact on the central nervous system, resulting in an array of mood disorders, including depression and anxiety. Despite this, the dynamic alterations in neuronal activity during sleep deprivation have not been extensively investigated. While some researchers propose that sleep deprivation diminishes neuronal activity, thereby leading to depression. Others argue that short-term sleep deprivation enhances neuronal activity and dendritic spine density, potentially yielding antidepressant effects. In this study, a two-photon microscope was utilized to examine the calcium transients of anterior cingulate cortex (ACC) neurons in awake SD mice in vivo at 24-hour intervals. It was observed that SD reduced the frequency and amplitude of Ca2+ transients while increasing the proportions of inactive neurons. Following the cessation of sleep deprivation, neuronal calcium transients demonstrated a gradual recovery. Moreover, whole-cell patch-clamp recordings revealed a significant decrease in the frequency of spontaneous excitatory post-synaptic current (sEPSC) after SD. The investigation also assessed several oxidative stress parameters, finding that sleep deprivation substantially elevated the level of malondialdehyde (MDA), while simultaneously decreasing the expression of Nuclear Factor erythroid 2-Related Factor 2 (Nrf2) and activities of Superoxide dismutase (SOD) in the ACC. Importantly, the administration of gallic acid (GA) notably mitigated the decline of calcium transients in ACC neurons. GA was also shown to alleviate oxidative stress in the brain and improve cognitive impairment caused by sleep deprivation. These findings indicate that the calcium transients of ACC neurons experience a continuous decline during sleep deprivation, a process that is reversible. GA may serve as a potential candidate agent for the prevention and treatment of cognitive impairment induced by sleep deprivation.
6.Mitigating of the interference of anti-CD47 monoclonal antibody on transfusion compatibility detection
Yiyang LYU ; Wenbing KONG ; Xiaogang CHEN ; Chixiang LIU ; Piao LYU ; Hui ZHAO ; Xue LIN ; Huayou ZHOU
Chinese Journal of Blood Transfusion 2023;36(3):238-241
【Objective】 To evaluate the interference of anti-CD47 monoclonal antibody on transfusion compatibility detection, in order to establish methods for removing interference and evaluate its efficacy. 【Methods】 Blood samples from 8 patients in our clinical trial who were treated with anti-CD47 monoclonal antibody from Tianjing and Xinda were collected. ABO and Rh blood group antigen identification, direct anti-human globulin test, unexpected antibody screening test and cross-matching test were performed by ZZAP, Gamma-clone(an anti-globulin reagent lacking IgG4) and Immucor Capture-R solid phase agglutination kit. 【Results】 ABO blood group identification of 5 subjects were interfered after treatment with anti-CD47 monoclonal antibody. All 8 subjects showed 2+ to 4+ agglutination intensity on direct anti-human globulin test and 3+ to 4+ on unexpected antibody screening. The results of unexpected antibody screening by Gamma-clone and Immucor Capture-R solid phase agglutination kit were all negative, while the cross-matching test were compatible. Patients with anemia caused by CD47 monoclonal antibody treatment were transfused with 2 U suspension red blood cells, and the evaluation showed that the transfusion was effective. 【Conclusion】 The CD47 monoclonal antibody can interfere with transfusion compatibility detection, and the use of antiglobulin reagents lacking IgG4 and Immucor Capture-R solid phase agglutination kit can remove the interference, with good transfusion efficacy in patients.
7.Risk factors for failure in closed reduction of flexed supracondylar humerus fractures in children
Xiaogang YANG ; Guoqiang JIA ; Lian MENG ; Yudong LIN ; Ge MENG ; Jun SUN
Chinese Journal of Orthopaedic Trauma 2023;25(5):401-406
Objective:To identify the risk factors for failure in closed reduction of flexed supracondylar humerus fractures of Wilkins type Ⅲ in children.Methods:The data of 171 children were retrospectively analyzed who had been treated for flexed supracondylar humerus fractures of Wilkins type Ⅲ from January 2013 to December 2021 at Department of Orthopaedics, Children's Hospital of Jiangxi Province and Children's Hospital of Fudan University Anhui Hospital. They were divided into a reduction failure group (35 cases) and a reduction success group (136 cases). Factors such as fracture height, age, body mass index, ulnar-radial offset direction, obvious axial rotation of the distal fracture fragment, combined ulnar nerve injury, and time from injury to operation were listed as risk factors. The independent risk factors for failure in closed reduction of flexed supracondylar humerus fractures were identified by univariate analysis of variance and multi-variate logistic regression analysis.Results:The average age of 171 children was (7.8±2.6) years. There were 151 cases of radial deviation and 20 cases of ulnar deviation, 120 high type fractures and 51 low type fractures, and 20 cases of combined ulnar nerve injury and 115 cases of obvious rotation of the distal fracture fragment. The one-way ANOVA showed statistically significant differences between the reduction failure group and the reduction success group in terms of age, obvious rotation of the distal fracture fragment, and ulnar nerve injury ( P<0.05), but no significant differences in fracture height, body mass index, ulnar-radial offset direction, or time from injury to operation ( P>0.05). Multivariate logistic regression analysis showed that obvious rotation of the distal fracture fragment ( OR=3.287, 95% CI: 1.136 to 9.513, P=0.028) and combined ulnar nerve injury ( OR=6.439, 95% CI: 2.262 to 18.327, P=0.001) were risk factors for failure in closed reduction. Conclusion:As obvious rotation of the distal fracture fragment and combined ulnar nerve injury may be independent risk factors for failure in closed reduction of flexed supracondylar humerus fractures of Wilkins type Ⅲ in children, they should arouse more attention in the treatment of such fractures.
8.Informational optimization practice of inpatient pharmacy dispensing processes
Lin SU ; Tuoying LI ; Xiangyu LAI ; Jing LIU ; Xiaogang HU
China Pharmacy 2022;33(24):3045-3048
OBJECTIVE To provide reference for improving pharmacy service capabilities and management quality. METHODS By interviewing clinical department, the problems in the drug dispensing process of inpatient pharmacy in our hospital were collected; combined with the internal self-inspection results of the inpatient pharmacy, the fishbone diagram for the cause analysis of the existing problems were drawn. PDCA management method was used to summarize the main factors from five perspectives of personnel, machines, environment, methods and drugs, and improve the intervenable main factors; relevant data were collected and the optimization results were evaluated from two dimensions of work efficiency and service satisfaction. RESULTS The five processes of our hospital were optimized, such as dismounted oral drugs, temporary medical orders, narcotic and psychotropic drugs, long-term medical orders and drug withdrawal, and the function of prescription pre-review was newly added. Information functions such as “putting code for prescription”“ positioning by scanning code”“ reviewing by scanning code” “receiving by scanning code”“ issuing by scanning code”“ one-click dispensing” and “status visualization” had been added to the hospital information system using QR code technology, and long-term medical orders had been optimized from the previous dispensing by department to dispensing by drug category. Compared with before optimization, the printing time of dispensing lists, the time of long-term medical order dispensing, the time of drug withdrawal and the time of issuing anesthetic drug were shortened significantly; but the times of missed delivery or dispensing, the times of calling to inquire about drug dispensing by nurse were all decreased significantly; satisfaction rate of nurses and pharmacists increased by 26.32% and 37.50%, respectively. CONCLUSIONS Through process sorting and informational optimization, the inpatient pharmacy dispensing processes of our hospital are further refined and standardized, achieving the double improvement of service quality and efficiency.
9.Characteristics and reliability of a novel sub-classification of Wilkins type III lateral-flexion supracondylar fracture of the humerus in children
Guoqiang JIA ; Lian MENG ; Jun SUN ; Xiaogang YANG ; Huihui LIN ; Chenhui YANG ; Chaoyu LIU ; Ge MENG
Chinese Journal of Trauma 2022;38(10):883-888
Objective:To investigate the characteristics and reliability of a novel sub-classification of Wilkins type III lateral-flexion supracondylar fracture of the humerus in children.Methods:A retrospective cohort study was used to analyze the clinical data of 92 children with supracondylar fracture of the humerus admitted to Provincial Children′s Hospital of Anhui Medical University from January 2013 to August 2021, including 38 males and 54 females, aged 2-13 years [(8.5±2.4)years]. Lateral-flexion Wilkins type III supracondylar humeral fractures were classified into two subtypes according to the fracture features: type IIIA ( n=14), complete fracture with the distal fragment displaced anteriorly and laterally, with no obvious anterior or posterior inclination (<10°) or rotation; type IIIB ( n=78), complete fracture with the distal fragment displaced anteriorly and laterally, with significant anterior or posterior inclination (>10°) or rotation. The incidence and risk ratio of ulnar nerve injury and open reduction were compared between the two subtypes of the fracture. The weighted Kappa method was used to test the inter- and intra-observer agreement of the two new subtypes. Results:Of all, 15 children had ulnar nerve injury, among which 1(6.7%) was type IIIA and 14(93.3%) were type IIIB; while other 77 children had no ulnar nerve injury. The risk of ulnar nerve injury in children with type IIIB was 3-fold higher than that in children with type IIIA ( OR=2.84, 95% CI 0.34- 25.56, P>0.05). The open reduction was performed in 11(73.3%) out of the 15 children with ulnar nerve injury, but in 18(23.4%) out of the 77 children with no ulnar nerve injury. The risk of open reduction in children with ulnar nerve injury was 9-fold higher than that in children without ulnar nerve injury ( OR=9.01, 95% CI 2.28- 33.17, P<0.01). Open reduction was performed in 29 children, among which 2(6.9%) were type IIIA and 27(93.1%) were type IIIB. The risk of open reduction in children with type IIIB was 3-fold higher than that in children with type IIIA ( OR=3.17, 95% CI 0.66-15.24, P>0.05). The intra-observer Kappa value was 0.49±0.09(95% CI 0.31-0.66), indicating a moderate agreement. The inter-observer Kappa value was 0.80±0.06(95% CI 0.68-0.91), indicating a strong or very strong agreement. Conclusions:Wilkins type IIIB lateral-flexion supracondylar fracture of the humerus in children is more likely to be accompanied by ulnar nerve injury and to be opt to open reduction in comparion with type IIIA. The new subtyping has reliable inter-observer and intra-observer consistency, and is able to facilitate the prediction of surgical plans.
10.Study on artificial intelligence-based ultrasonic-assisted diagnosis for developmental dysplasia of the hip
Xiwei SUN ; Qingjie WU ; Zhiye GUAN ; Xiaogang HE ; Jun SUN ; Jihong FANG ; Fang YANG ; Yudong LIN ; Liang YUAN ; Kang XIE ; Jianyi JIANG ; Chuanbin LIU ; Hongtao XIE ; Jingyuan XU ; Sicheng ZHANG
Chinese Journal of Orthopaedics 2022;42(16):1084-1092
Methods:Two thousand standard sections images werre collected from 2 000 clinical retrospective pediatric hip ultrasound videos from January 2019 to January 2021. All standard sections were annotated by the annotation team through the self-designed software based on Python 3.6 environment for image cross-media data annotation and manual review standardization process with unified standards. Among them, 1 753 were randomly selected for training the deep learning system, and the remaining 247 were used for testing the system. Further, 200 standard sections were randomly selected from the test set, and 8 clinicians independently completed the film reading annotation. The 8 independent results were then compared with the AI results.Results:The testing set consists of 247 patients. Compared with the clinician's measurements, the area under the receiver operating characteristic curve (AUC) of diagnosing hip joint maturity was 0.865, the sensitivity was 76.19%, and the specificity was 96.9%. The AUC of AI system interpretation under Graf detailed typing was 0.575, the sensitivity was 25.90%, the specificity was 89.10%. The 95% LoA of α-angle determined by Bland-Altman method, of -4.7051° to 6.5948° ( Bias -0.94, P<0.001), compared with clinicians' measurements. The 95% LoA of β-angle, of -7.7191 to 6.8777 ( Bias -0.42, P=0.077). Compared with those from 8 clinicians, the results of AI system interpretation were more stable, and the β-angle effect was more prominent. Conclusion:The AI system can quickly and accurately measure the Graf correlation index of standard DDH ultrasonic standard diagnosis plane.


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