1.Machine-learning-based models assist the prediction of pulmonary embolism in autoimmune diseases: A retrospective, multicenter study
Ziwei HU ; Yangyang HU ; Shuoqi ZHANG ; Li DONG ; Xiaoqi CHEN ; Huiqin YANG ; Linchong SU ; Xiaoqiang HOU ; Xia HUANG ; Xiaolan SHEN ; Cong YE ; Wei TU ; Yu CHEN ; Yuxue CHEN ; Shaozhe CAI ; Jixin ZHONG ; Lingli DONG
Chinese Medical Journal 2024;137(15):1811-1822
Background::Pulmonary embolism (PE) is a severe and acute cardiovascular syndrome with high mortality among patients with autoimmune inflammatory rheumatic diseases (AIIRDs). Accurate prediction and timely intervention play a pivotal role in enhancing survival rates. However, there is a notable scarcity of practical early prediction and risk assessment systems of PE in patients with AIIRD.Methods::In the training cohort, 60 AIIRD with PE cases and 180 age-, gender-, and disease-matched AIIRD non-PE cases were identified from 7254 AIIRD cases in Tongji Hospital from 2014 to 2022. Univariable logistic regression (LR) and least absolute shrinkage and selection operator (LASSO) were used to select the clinical features for further training with machine learning (ML) methods, including random forest (RF), support vector machines (SVM), neural network (NN), logistic regression (LR), gradient boosted decision tree (GBDT), classification and regression trees (CART), and C5.0 models. The performances of these models were subsequently validated using a multicenter validation cohort.Results::In the training cohort, 24 and 13 clinical features were selected by univariable LR and LASSO strategies, respectively. The five ML models (RF, SVM, NN, LR, and GBDT) showed promising performances, with an area under the receiver operating characteristic (ROC) curve (AUC) of 0.962-1.000 in the training cohort and 0.969-0.999 in the validation cohort. CART and C5.0 models achieved AUCs of 0.850 and 0.932, respectively, in the training cohort. Using D-dimer as a pre-screening index, the refined C5.0 model achieved an AUC exceeding 0.948 in the training cohort and an AUC above 0.925 in the validation cohort. These results markedly outperformed the use of D-dimer levels alone.Conclusion::ML-based models are proven to be precise for predicting the onset of PE in patients with AIIRD exhibiting clinical suspicion of PE.Trial Registration::Chictr.org.cn: ChiCTR2200059599.
2.Research progress on the training of ultrasound specialist nurses in the field of acute and critical care
Tingting QIAO ; Shu LIU ; Yuan ZHONG ; Yangyang QIN ; Xian SUN ; Danshi HAO
Chinese Journal of Modern Nursing 2024;30(30):4078-4081
The evaluation, diagnosis, real-time monitoring, and guided operation conducted by ultrasound specialist nurses in acute and critical care can provide an objective basis for nursing decision-making, which is of great significance for optimizing nursing procedures and improving the survival rate and rehabilitation rate of patients. This paper summarizes the concept, origin, training status, and practice scope of ultrasound specialist nurses in the field of acute and critical care and puts forward the prospect of development in order to provide a reference for the training of ultrasound specialist nurses in the field of acute and critical care in China.
3.Recent advance in role of resolvin D1 in inflammatory injury of major neurological diseases
Xiaoyu LYU ; Ziyou ZHANG ; Zhuang LI ; Dandan LI ; Mingrui LIU ; Yangyang ZHONG ; Yusong HE ; Yannan SHAO ; Yan YU ; Bensi ZHANG
Chinese Journal of Neuromedicine 2024;23(11):1172-1178
Neurodegenerative diseases are often associated with inflammatory mechanisms, where persistent or excessive inflammatory responses can lead to neuronal damage and subsequent pathological changes. In acute neurological conditions such as stroke or traumatic brain injury, inflammation is a key factor that triggers acute neuronal injury and long-term sequelae. In chronic neurodegenerative diseases, including Alzheimer's disease, cognitive dysfunction, Parkinson's disease, and multiple sclerosis, the chronic activation of inflammation is closely related to gradual degeneration of neurons. Resolvin D1 (RvD1), an endogenous pro-resolving mediator, plays a crucial role in controlling the intensity and duration of inflammation by inhibiting excessive activation of immune cells, modulating the release of pro-inflammatory cytokines, and maintaining the integrity of the blood-brain barrier. This review focuses on the mechanisms of RvD1 in mediating inflammatory damage in major neurological diseases, aiming to provide theoretical support for a deeper understanding of disease mechanism, optimized therapeutic strategies, and enhanced outcome.
4.Social functioning characteristics of children with co occurrence of attention deficit hyperactivity disorder and oppositional defiant disorder
Chinese Journal of School Health 2023;44(2):191-194
Objective:
To explore the social functioning characteristics of children with co ocurrence of attention deficit hyperactivity disorder (ADHD) and oppositional defiant disorder (ODD) for intervention reference.
Methods:
The Chinese Version of Swanson Nolan and Pelham, Version IV Scale-Parent Form(SNAP-IV), the Chinese Version of Weiss Functional Impairment Scale-Parent(WFIRS-P), and the Questionnaire-Children with Difficulties (QCD) were applied to 192 children with ADHD, 243 children with co occurrence of ADHD and ODD, who firstly visited the Department of Children Psychological Health of Zhuhai Maternal and Child Health Care Hospital, and 118 healthy control children from a school in Zhuhai.
Results:
The scores of attention deficit factor in SNAP-Ⅳ scale of children in three groups were[1.9(1.7, 2.1), 1.8(1.6, 1.9), 1.0(0.6, 1.2)], the scores of hyperactive impulsivity were[1.8(1.4, 2.1), 1.6(1.1, 1.8), 0.7(0.2, 1.0)] the scores of oppositional defiant were[1.6(1.5, 1.9), 1.0(0.8,1.1), 0.8(0.5, 1.0)], the differences were statistically significant( H=268.44, 237.97, 418.66, P <0.01). The dimensions and total scores of the three groups of children s WFIRS-P scale were family[0.8(0.6, 1.1), 0.6(0.3, 0.8), 0.3(0.1, 0.6)]; learning and school[0.8(0.5, 1.1), 0.8(0.5, 1.0), 0.3(0.1, 0.5)]; life skills[1.0(0.7, 1.2), 0.8(0.6, 1.0), 0.6(0.4, 0.8)]; self management [1.0(0.3, 1.0), 0.7(0.3, 1.0), 0.3(0.0, 0.7)]; social activities [0.7(0.4, 1.0), 0.6(0.3, 0.9), 0.3(0.0, 0.4 )]; adventure activities[0.3(0.2, 0.5), 0.2(0.1, 0.4), 0.1(0.0, 0.2)]; the total score[0.8(0.6, 1.0), 0.6(0.5, 0.8), 0.4( 0.2 , 0.6)], the difference between the groups was statistically significant( H=108.82, 122.45, 60.17, 40.58, 96.17, 76.57, 138.30, P <0.01). The difference between the QCD scale scores of children in the three groups was statistically significant[30.0( 24.0 , 37.0), 32.0(27.0, 40.0), 47.0(37.0, 52.3), H=124.65, P <0.01). Multiple regression analysis showed that attention deficit, and oppositional defiant symptoms were associated with both the total WFIRS-P score and the QCD score of children( R 2= 0.40 , 0.25, P <0.05).
Conclusion
Children with co occurrence of ADHD and ODD have more severe deficits in all dimensions of social functioning than children with ADHD, which might be associated with attention deficit and oppositional defiant symptoms.
5.Antibacterial properties of biodegradable zinc alloys in vivo
Zhong XIE ; Mingzhi YANG ; Jingbo XUE ; Yong CHEN ; Lijun PENG ; Bin CAI ; Yangyang ZHANG
Chinese Journal of Tissue Engineering Research 2019;23(14):2196-2201
BACKGROUND: Zinc, an inorganic antibacterial material, has a suitable degradation rate and good antibacterial property. Adding alloying elements can improve the mechanical properties and biocompatibility of the material, which is the development direction of novel medical biodegradable metal materials. There is still lack a comparable research on the antibacterial properties among zinc-based materials. OBJECTIVE: To investigate the antibacterial properties of pure zine and zinc-based alloys in vivo. METHODS: Eighty Sprague-Dawley rats, SPF grade, were randomized into two groups (n=40/group) , and all rats were injected with Staphylococcus aureus or Escherichia coli solution to prepare infection models. Different materials (Zn, ZnAl, ZnSr, Zn3 Mg, Zn3 Ag, Zn3 Ca and Zn4 Cu; five rats for each material) were implanted into the medullary cavity of femur. The control group without any material was set. At 1, 4, 7 and 14 days after implantation, the changes of body temperature, white blood cell count, serum tumor necrosis factor α and serum zinc content in rats were detected. The secretions and tissues of the surgical site were collected to identify the bacterial species. RESULTS AND CONCLUSION: (1) The body temperature in all the rats was increased to different extents after bacterial infection, but the temperature of the rats implanted with zinc and zinc alloys was always lower than that in the control group at 7 and 14 days (P < 0.05) . The temperature in the Zn3 Ag group was significantly lower than that in the other groups at 7 and 14 days (P < 0.05) . (2) The white blood cell count and tumor necrosis factor α level in the zinc and zinc alloys groups were significantly lower than those in the control group at 7 and 14 days after implantation (P < 0.05) . The white blood cell count and tumor necrosis factor α level in the Zn3 Ag group were significantly lower than those in the other groups (P < 0.05) . (3) The serum zinc content in all groups has no significant difference (P> 0.05) . (4) The bacterial culture results showed S.aureus (+) in the Staphylococcus aureus infection group and E.coli (+) in the Escherichia coli infection group. (5) To conclude, degradable zinc-based alloys exert marked antibacterial effects, and Zn3 Ag alloys have the best antibacterial activity.
6. Application of thematic health education on breast cancer patients with whole course of disease management
Meinong ZHONG ; Yangyang ZHANG ; Qun′ai HUANG
Chinese Journal of Practical Nursing 2019;35(29):2284-2289
Objective:
To explore the efficacy of thematic health education on breast cancer patients with whole course of disease management.
Methods:
According to the order of admission into the hospital, 100 breast cancer patients were randomly divided into two groups: the control group and the observation group. In the control group, clinical nursing pathway was adopted when health education was conducted. In the observation group, thematic health education based on the whole course of disease management was carried out. Mastery of disease knowledge, health-promoting behaviors and degree of anxiety were compared between the two groups.
Results:
The total score of the survey on the observation group and the scores of Disease Risk Factors, Functional Training and Observation and Protection of Complication (90.00±11.75, 18.05±4.33, 19.01±4.20, 18.68±0.07) were all higher than those of the control group (86.68±9.340, 16.12±2.86, 17.22±2.83, 15.43±6.78); the differences were statistically significant (
7.Application of testa triticum tricum purif to colonoscopy bowel preparation in constipation patients
Shishun ZHONG ; Wei LIANG ; Yangyang CHEN ; Xiaoqiong CHEN ; Xiaoling ZHENG ; Liang CHEN ; Lixia XU
Chinese Journal of Digestive Endoscopy 2018;35(1):55-57
Objective To evaluate the efficacy of testa triticum tricum purif combined with polyethylene glycol electrolyte powder for bowel preparation before colonoscopy in patients with constipation. Methods A total of 190 patients with constipation who underwent colonoscopy were randomized into 2 groups. The study group(n=93)were given testa triticum tricum purif and polyethylene glycol electrolyte powder,whereas the control group(n=97)were given polyethylene glycol electrolyte powder only.The bowel cleanness,adenoma detection rate,and incidence of adverse events during bowel preparation were compared. Results The bowel preparation score(7.31±1.14 VS 6.06±1.22,P=0.000)and effective rate(95.70%VS 69.07%, P=0.000)in the study group was significantly higher than that in the control group. The incidence of adverse events in the study group was lower than that in the control group(5.38% VS 17.53%, P=0.009). There was no significant difference in the adenoma detection rate between the two groups (36.56% VS 26.80%, P=0.148). Conclusion Testa triticum tricum purif combined with polyethylene glycol electrolyte powder is superior to conventional method of polyethylene glycol electrolyte powder alone for colonoscopy bowel preparation in patients with constipation.
8.Efficiency and safety of endoscopic therapy for early esophageal cancer and precancerous lesions with length more than 5 cm
Yangyang CHEN ; Yahua CHEN ; Shishun ZHONG ; Xinxiang HUANG ; Shiqian LAN ; Jianmin GUO ; Zicheng HUANG ; Caiping LI ; Yin LIN ; Wei LIANG
Chinese Journal of Digestive Endoscopy 2018;35(11):842-846
Objective To compare the effectiveness and safety of endoscopic submucosal dissection ( ESD) with endoscopic piecemeal mucosal resection ( EPMR) for early esophageal cancer and precancerous lesions with length more than 5 cm. Methods A retrospective analysis was performed on data of 85 patients diagnosed as early esophageal cancer and precancerous lesions with length more than 5 cm in Fujian Medical Association of Early Esophageal Carcinoma from January 2012 to July 2017. The patients were divided into ESD group (52 cases) and EPMR group (33 cases), and the effectiveness and safety between the two groups were compared. Results There was no significant difference on the complete resection rate between the two groups[86. 5% (45/52) VS 87. 9% (29/33), P>0. 05]. The operative time (58. 53±30. 50 min VS 32. 06±9. 12 min), postoperative fasting time (4. 18±1. 30 d VS 3. 67±0. 96 d), postoperative hospital-stay time (7. 45±2. 44 d VS 6. 54±1. 73 d), and postoperative antibiotics using time (3. 48±2. 33 d VS 1. 96±2. 20 d) in ESD group were higher than those in EPMR group (all P<0. 05). There were no significant difference in the rate of intraoperative complication and short-term postoperative complication, such as fever, chest pain, and postoperative bleeding, between the two groups ( all P>0. 05 ) . But the postoperative stricture rate of ESD group was higher than that of EPMR group[23. 1% (12/52) VS 6. 1%(2/33), P<0. 05]. During the follow-up of 3-63 months, 5 cases recurred in ESD group and 1 case in EPMR group, with no significant difference ( P>0. 05). Conclusion ESD and EPMR have equivalent efficacy and safety on the treatment of early esophageal cancer and precancerous lesion. EPMR has a shorter operative time, lower rate of post-operative stricture, and is easier to master.
9.Altered expression of miR-223 might be involved in regulation of inflammation in primary gout patients
Dan ZHU ; Lingqin LI ; Quanbo ZHANG ; Yufeng QING ; Dongsheng WANG ; Yangyang XU ; Xiaowu ZHONG ; Jingguo ZHOU
Chinese Journal of Rheumatology 2017;21(3):167-171
Objective To investigate the role of miR-223 in the pathogenesis of acute gouty inflammation.Methods The subjects were divided into 3 groups:65 acute gout patients (AG),50 inter-critical gout patients (IG),and 45 healthy controls (HC).The peripheral blood mononuclear cells (PBMCs) and the clinical laboratory parameters were all collected.The expression of miR-223 in the PBMCs was detected using realtime fluorescent quantitative polymerase chain reaction (RT-qPCR) (TaqMan probe).The PBMCs of 5 healthy people were stimulated with monosodium urate (MSU) (100 μg/ml) for 12 h,and then,miR-223,NLRP3 mRNA and IL-1β production were all measured using RT-qPCR and ELISA respectively.All data were analyzed by SPSS 17.0 statistical software,Wilcoxon rank sum test,t test and Spearman's correlations analysis were used for statistical analysis.Results ① The expression of miR-223 in AG and IG groups was both significantly decreased than that in the HC group (8±17 vs 26±76,P<0.05;9±17 vs 26±76,P<0.05;respectively),AG group was significantly decreased than that in the IG group [8(17) vs 9(17),Z=11.387,P<0.01].② After stimulated with MSU in healthy controls,IL-1β production and NLRP3 mRNA were both significantly increased [(86±5) pg/ml vs (13±6) pg/ml,t=21.042,P<0.01;5.2±0.4 vs 1.2±0.4,t=14.640,P<0.01;respectively],while the expression of miR-223 was significantly decreased (0.34±0.20 vs 1.05±0.24,t=-5.164,P<0.01).Conclusion The data suggests that miR-223 might be involved in the patho-genesis of spontaneous regulation,but further study is needed to discover the exact mechanism.
10.Oral lactitol combined with polyethylene glycol electrolyte powder for bowel preparation before colonoscopy in hospitalized patients
Shishun ZHONG ; Wei LIANG ; Xiaoqiong CHEN ; Yangyang CHEN ; Liang CHEN ; Xiaoling ZHENG ; Jinhui ZHENG ; Wanyin DENG ; Xianbin GUO
China Journal of Endoscopy 2017;23(5):49-52
Objective To evaluate the efficacy of combined application of lactitol oral solution and polyethylene glycol electrolyte (PEG) powder compared with conventional method in bowel preparation before colonoscopy. Methods 205 patients who underwent colonoscopy were randomly divided into experimental group and control group. The experimental group (n = 102) were given lactitol and polyethylene glycol electrolyte powder, whereas the patients in control group (n = 103) were given polyethylene glycol electrolyte powder only. The visibility and adverse effects during colonoscopy were observed. Results The cleaning satisfaction rate was not statistically significant between the two groups. The proportion of cleanliness to grade 1 in experimental group was higher than that in control group. The incidence of adverse effects in experimental group was lower, and there was no effect on sleeping night. The compliance and tolerance of hospitalized patients were significantly improved. Conclusion Lactitol combined with polyethylene glycol electrolyte (peg) powder is safe, effective, with low incidence of adverse effect for bowel preparation in hospitalized patients.


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