1.CT radiomics for differentiating spinal bone island and osteoblastic bone metastases
Xin WEN ; Liping ZUO ; Yong WANG ; Ziyu TIAN ; Fei LU ; Shuo SHI ; Lingyu CHANG ; Yu JI ; Ran ZHANG ; Dexin YU
Chinese Journal of Medical Imaging Technology 2024;40(5):758-763
Objective To observe the value of CT radiomics for differentiating spinal bone islands(BI)and osteoblastic metastases(OBM).Methods Data of 109 BI lesions in 98 patients and 282 OBM lesions in 158 patients(including 103 OBM in 48 lung cancer cases,86 OBM in 52 breast cancer cases and 93 OBM in 58 prostate cancer cases)from 3 medical institutions were retrospectively analyzed.Data obtained from institution 1 were used as the internal dataset and divided into internal training set and internal validation set at a ratio of 7∶3,from institution 2 and 3 were used as external dataset.All datasets were divided into female data subset(including OBM of female lung cancer and breast cancer)and male data subset(including OBM of male lung cancer and prostate cancer).Radiomics features were extracted and screened to construct 3 different support vector machine(SVM)models,including model1 for distinguishing BI and OBM,model2 for differentiating OBM of female lung cancer and breast cancer,and model3 for differentiating OBM of male lung cancer and prostate cancer.Diagnostic efficacy of model1,CT value alone and 3 physicians(A,B,C)for distinguishing BI and OBM were assessed,as well as differentiating efficacy for different OBM of model2 and model3.Receiver operating characteristic(ROC)curves were drawn,and area under the curves(AUC)were calculated and compared.The differential diagnostic efficacy of model2 and model3 were also assessed with ROC analysis and AUC.Results AUC of model1 for distinguishing spinal OBM from BI in internal training set,internal validation set and external dataset was 0.99,0.98 and 0.86,respectively.In internal training set,model1 had higher AUC for distinguishing BI and OBM than that of physician A(AUC=0.78),B(AUC=0.87)and C(AUC=0.93)as well as that of mean CT value(AUC=0.78,all P<0.05).AUC in internal training set,internal validation set and external dataset of model2 for identifying female lung cancer and breast cancer OBM was 0.79,0.75 and 0.73,respectively,of model3 for discriminating male lung cancer from prostate cancer OBM was 0.77,0.74 and 0.77,respectively.Conclusion CT radiomics SVM model might reliablely distinguish OBM and BI.
2.Progress in enteral nutrition implementation in critically ill patients receiving vasoactive medications
Hong-Yu ZHANG ; Li-Bing JIANG ; Hai-Long WANG ; Yong-An XU ; Cheng-Fei WANG ; Feng RUAN ; Wen-Qi QI ; Su-Min ZUO ; Shan-Xiang XU
Parenteral & Enteral Nutrition 2024;31(3):176-183
Nutritional therapy is a core component of critically ill patient management,and the enteral route has become the preferred method due to its dual roles of nutrition and non-nutrition. The use of vasoactive medications makes enteral nutrition decisions more challenging for these patients. This review systematically examines the pathophysiological effects of vasoactive medications on gastrointestinal tract of critically ill patients,the current value and safety of enteral nutrition in this patient's population,summarizes the optimal strategies for implementing enteral nutrition in these patients for clinical reference.
3.The timing of pericardial drainage catheter removal and restart of the anticoagulation in patients suffered from perioperative pericardial tamponade during atrial fibrillation catheter ablation and uninterrupted dabigatran: Experiences from 20 cases.
Xin ZHAO ; Wen Li DAI ; Xin SU ; Jia Hui WU ; Chang Qi JIA ; Li FENG ; Man NING ; Yan Fei RUAN ; Song ZUO ; Rong HU ; Xin DU ; Jian Zeng DONG ; Chang Sheng MA
Chinese Journal of Cardiology 2023;51(1):45-50
Objective: To investigate the timing of pericardial drainage catheter removal and restart of the anticoagulation in patients with atrial fibrillation (AF) suffered from perioperative pericardial tamponade during atrial fibrillation catheter ablation and uninterrupted dabigatran. Methods: A total of 20 patients with pericardial tamponade, who underwent AF catheter ablation with uninterrupted dabigatran in Beijing Anzhen Hospital from January 2019 to August 2021, were included in this retrospective analysis. The clinical characteristics of enrolled patients, information of catheter ablation procedures, pericardial tamponade management, perioperative complications, the timing of pericardial drainage catheter removal and restart of anticoagulation were analyzed. Results: All patients underwent pericardiocentesis and pericardial effusion drainage was successful in all patients. The average drainage volume was (427.8±527.4) ml. Seven cases were treated with idarucizumab, of which 1 patient received surgical repair. The average timing of pericardial drainage catheter removal and restart of anticoagulation in 19 patients without surgical repair was (1.4±0.7) and (0.8±0.4) days, respectively. No new bleeding, embolism and death were reported during hospitalization and within 30 days following hospital discharge. Time of removal of pericardial drainage catheter, restart of anticoagulation and hospital stay were similar between patients treated with idarucizumab or not. Conclusion: It is safe and reasonable to remove pericardial drainage catheter and restart anticoagulation as soon as possible during catheter ablation of atrial fibrillation with uninterrupted dabigatran independent of the idarucizumab use or not in case of confirmed hemostasis.
Humans
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Atrial Fibrillation/drug therapy*
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Dabigatran/therapeutic use*
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Cardiac Tamponade/complications*
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Anticoagulants/therapeutic use*
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Retrospective Studies
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Treatment Outcome
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Drainage/adverse effects*
;
Catheter Ablation
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Catheters/adverse effects*
4.Effectiveness of three auxiliary irrigation methods for cleaning the internal walls of root canals of curved isolated teeth.
Chaoying WEN ; Wenxin ZUO ; Wen LUO ; Fei HE
West China Journal of Stomatology 2023;41(5):554-562
OBJECTIVES:
This study aimed to compare the effectiveness of ultrasound and acoustic and laser cleaning of curved root canals.
METHODS:
A total of 92 molars with independent root canals with a curvature of 20°-40° were prepared and standardized at 04 25# and stained with gentian violet solution for 72 h. Among them, 52 were randomly divi-ded into four groups for final rinsing (n=13): NI group, PUI group, EDDY group, and PIPS group. Ten samples in each group were cut horizontally along the long axis perpendicular to the root and divided into curved upper, curved, and apical segments. Images were taken with a stereomicroscope and Image J measurements were taken to calculate the depth of rinse penetration. The remaining three samples from each group were split along the long axis of the dentin, photographed by scanning electron microscope to record the dentin tubule exposure and staining layer, and scored for staining layer by double-blind method. SPSS 26.0 software was used to perform statistical analysis and select the best flushing method. An extra 40 samples were randomly divided into four groups for detection of flushing fluid penetration depth (n=10): 10, 20, 30, and 40 s.
RESULTS:
In the upper part, the mean depth of infiltration was not significantly different between the experimental and control groups (P>0.05). The PIPS group had a significantly lower smear layer score than the control group and the EDDY group (P<0.01). In the curved segment, the mean depth of infiltration was significantly greater in the PUI group than in the control group (P<0.05); the tarnish layer score was lower in each experimental group than in the control group. At the top, the mean depth of infiltration was greater in the PUI and PIPS groups than in the control group (P<0.05), and the smear layer score was lower in the PIPS group than in the other groups (P<0.05). After the time was changed, the depth of infiltration of PUI increased only in the apical segment as the flushing time increased.
CONCLUSIONS
The PUI and PIPS methods facilitate the penetration of irrigation solution into the dentin canal in curved root canals, especially in the apical segment. The PIPS technique is effective in removing the smear layer in curved root canals.
Humans
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Dental Pulp Cavity
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Microscopy, Electron, Scanning
;
Root Canal Irrigants
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Root Canal Preparation/methods*
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Smear Layer
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Sodium Hypochlorite
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Therapeutic Irrigation/methods*
;
Double-Blind Method
5.Advances in clinical and safety studies of phosphodiesterase 4 inhibitors
Hui-fang WANG ; You-zhi WANG ; Yun-bao ZHI ; Lin-fei ZUO ; Hui-zhen SHEN ; Zheng-wen XU ; Jin-xin WANG
Acta Pharmaceutica Sinica 2023;58(9):2601-2609
Phosphodiesterase 4 (PDE4) is an important member of the phosphodiesterase enzyme family that specifically catalyzes the hydrolysis of cyclic adenosine monophosphate (cAMP), activates the downstream phosphorylation cascade pathway by altering cAMP concentration, and is strongly associated with multiple diseases. Inhibition of PDE4 is clinically investigated as a therapeutic strategy in a broad range of disease areas, including respiratory system diseases, autoimmune disorders, central nervous system diseases, and dermatological conditions. However, the incidence of adverse reactions such as nausea and vomiting is relatively high in the marketed PDE4 inhibitors, which has stalled their clinical development. In this review, we provide an overview of the clinical progression and safety issues of the marketed PDE4 inhibitors. We also review the main causes underlying PDE4-mediated adverse effects by combining the structural analysis of the PDE4 protein, the mechanism of action of PDE4 inhibitors, and the related side effect mechanism research, aiming to provide a reference for the development of safe and effective PDE4 inhibitors.
6.Automated diagnostic classification with lateral cephalograms based on deep learning network model.
Qiao CHANG ; Shao Feng WANG ; Fei Fei ZUO ; Fan WANG ; Bei Wen GONG ; Ya Jie WANG ; Xian Ju XIE
Chinese Journal of Stomatology 2023;58(6):547-553
Objective: To establish a comprehensive diagnostic classification model of lateral cephalograms based on artificial intelligence (AI) to provide reference for orthodontic diagnosis. Methods: A total of 2 894 lateral cephalograms were collected in Department of Orthodontics, Capital Medical University School of Stomatology from January 2015 to December 2021 to construct a data set, including 1 351 males and 1 543 females with a mean age of (26.4± 7.4) years. Firstly, 2 orthodontists (with 5 and 8 years of orthodontic experience, respectively) performed manual annotation and calculated measurement for primary classification, and then 2 senior orthodontists (with more than 20 years of orthodontic experience) verified the 8 diagnostic classifications including skeletal and dental indices. The data were randomly divided into training, validation, and test sets in the ratio of 7∶2∶1. The open source DenseNet121 was used to construct the model. The performance of the model was evaluated by classification accuracy, precision rate, sensitivity, specificity and area under the curve (AUC). Visualization of model regions of interest through class activation heatmaps. Results: The automatic classification model of lateral cephalograms was successfully established. It took 0.012 s on average to make 8 diagnoses on a lateral cephalogram. The accuracy of 5 classifications was 80%-90%, including sagittal and vertical skeletal facial pattern, mandibular growth, inclination of upper incisors, and protrusion of lower incisors. The acuracy rate of 3 classifications was 70%-80%, including maxillary growth, inclination of lower incisors and protrusion of upper incisors. The average AUC of each classification was ≥0.90. The class activation heat map of successfully classified lateral cephalograms showed that the AI model activation regions were distributed in the relevant structural regions. Conclusions: In this study, an automatic classification model for lateral cephalograms was established based on the DenseNet121 to achieve rapid classification of eight commonly used clinical diagnostic items.
Male
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Female
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Humans
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Young Adult
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Adult
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Artificial Intelligence
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Deep Learning
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Cephalometry
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Maxilla
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Mandible/diagnostic imaging*
7.Pre-transfusional screening and identification of irregular red blood cell antibody in different nationalities, Guizhou, China
Fei TU ; Lili ZHU ; Ji′e HUANG ; Luqiang ZHAO ; Yu SUN ; Zemei WEN ; Ni ZHANG ; Li ZUO
Chinese Journal of Blood Transfusion 2021;34(12):1343-1347
【Objective】 To analyze the frequency and profile of irregular antibodies in different ethnic groups through screening and identification of irregular antibodies in 67 552 blood recipients in the Affiliated Hospital of Guizhou Medical University. 【Methods】 Irregular antibody screening was carried out in patients with different ethnic groups from August 1, 2016 to July 31, 2019 by microcolumn gel anti human globulin method, and the irregular antibody specificity were identified by panel cells. 【Results】 1)307 out of 67 552 cases were positive for irregular antibody, with the positive rate at 0.45%(307/67 552). Among them, Chuanqing was 1.27%(6/473), Yi 1.15%(4/348), Buyi 1.03%(10/975), Dong 0.58%(3/514), Han 0.44%(273/62 365), Miao 0.42%(5/1 187) and Tujia 0.34%(2/596), with significant differences among nationalities. Irregular antibody detection: the positive rate of female patients(0.56%, 223/41 359) was higher than that of male patients(0.32%, 84/26 193)(P<0.05). The positive rate of patients transfused before(1.22%, 129/10 553) was higher than non-transfusion patients(0.31%, 178/56 999)(P<0.05). The positive rate of female patients with pregnancy history(0.52%, 192/37 176) was higher than non-pregnancy females(0.17%, 7/4 183)(P<0.05). The positive rate increased with age, without any significant differences(P>0.05). The yields of irregular antibodies did not differ by ABO blood groups(P>0.05). 3)The specificity of 307 irregular antibody positive cases involved 7 blood group systems, including Rh system 59.28%(182/307), MNSs system 9.12%(28/307), Kidd system 0.65%(2/307), Duffy system 0.98%(3/307), Lewis system 5.86%(18/307), P system 0.65%(2/307), and Digeo system 0.33%(1/307). In addition, 15.64%(48/307) of autoantibodies, 0.65%(2/307) of cold antibodies and 4.93%(15/307) of unclear antibodies were detected. 4)The distribution of anti-D, anti-C and autoantibodies were statistically significant among the Han, Buyi, Chuanqing, Miao, Yi and Dong nationalities(P<0.05), while the others were similar(P>0.05). 【Conclusion】 The distribution of irregular antibodies in Guizhou is different by nationalities. Routine screening of irregular antibodies for transfused or pregnant patients can increase the safety and efficacy of blood transfusion. Most of the irregular antibodies detected are Rh blood group system. The exposure to irregular antibodies can be reduced by additional detection of blood group antigen other than RhD for blood recipients and donors, as well as the blood transfusion with matched blood group antigens.
8.Temporal echocardiography findings in patients with fulminant myocarditis: beyond ejection fraction decline.
Houjuan ZUO ; Rui LI ; Fei MA ; Jiangang JIANG ; Kun MIAO ; Haojie LI ; Eike NAGEL ; Marijana TADIC ; Hong WANG ; Dao Wen WANG
Frontiers of Medicine 2020;14(3):284-292
The features of myocardial strains from speckle-tracking echocardiography (STE) have not been well defined in fulminant myocarditis (FM) patients. In this study, changes in the left ventricular ejection fraction (LVEF) and global and layer-specific myocardial strains over time were monitored. We aimed to determine the echocardiographic patterns of FM and ascertain their significance in FM treatment. Twenty patients who were clinically diagnosed with FM and received mechanical life support were prospectively enrolled. Conventional echocardiographic measurements were obtained, and serial strain echocardiography was performed from admission to hospital discharge until LVEF recovery (> 50%). Global/regional peak systolic longitudinal strains (GLS/RLS) and layer-specific longitudinal strains were quantified, and their changes with time were monitored in 14 FM patients. All patients had severely impaired cardiac function. Steep improvement in LVEF and GLS were observed within 6 days. Layer-specific strain analysis showed that reduction at admission or recovery at discharge in the endocardium and epicardium strains were equal. In conclusion, FM patients who received mechanical circulatory supports exhibited steep improvement in ventricular function within 6 days. The patchy and diffused distribution pattern of reduced RLS and equally and severely impaired strain in the endocardium and epicardium are valuable features in the diagnosis of FM.
9.Incidence of neonatal asphyxia and contributing factors for the develpment of severe asphyxia in Hubei Enshi Tujia and Miao Autonomous Prefecture: a multicenter study.
Su-Ying WU ; Fen PENG ; Ting DING ; Hong-Yan TAN ; Qian WU ; Xin-Qiao YU ; Zhi-Ping PAN ; Hong-Ling XIE ; Hong XIA ; Bao-Min FEI ; Kai-Dian LIU ; Zuo-Fen YUAN ; Cong-Rong TAN ; Lang JIANG ; Song-Hua ZHANG ; Qiong YI ; Wei-Hua WU ; Lin-Lin LUO ; Chang-Tao SHEN ; Jin-Fan ZHANG ; Zhen-Ju HUANG ; Shi-Wen XIA
Chinese Journal of Contemporary Pediatrics 2019;21(1):6-10
OBJECTIVE:
To investigate the incidence of neonatal asphyxia and possible contributing factors for the development of severe asphyxia in Hubei Enshi Tujia and Miao Autonomous Prefecture, China.
METHODS:
A total of 16 hospitals in Hubei Enshi Tujia and Miao Autonomous Prefecture were selected as research centers. A retrospective analysis was performed for the clinical data of 22 294 live births in these 16 hospitals from January to December, 2016 to investigate the incidence rate of neonatal asphyxia and possible contributing factors for the development of severe asphyxia.
RESULTS:
Of the 22 294 neonates born alive, 733 (3.29%) were diagnosed with neonatal asphyxia, among whom 627 had mild asphyxia and 106 had severe asphyxia. The neonates with low maternal education level, maternal anemia during pregnancy, chorioamnionitis, abnormal amniotic fluid, abnormal umbilical cord, placenta previa, placental abruption, Tujia Minority, preterm birth, and low birth weight had a higher incidence of severe asphyxia (P<0.05).
CONCLUSIONS
The incidence rate of neonatal asphyxia in Hubei Enshi Tujia and Miao Autonomous Prefecture is higher. Low maternal education level, maternal anemia during pregnancy, chorioamnionitis, abnormal amniotic fluid, abnormal umbilical cord, placenta previa, placental abruption, Tujia Minority, preterm birth, and low birth weight may be related to the development of severe neonatal asphyxia.
Asphyxia Neonatorum
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epidemiology
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China
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Humans
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Incidence
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Infant, Newborn
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Retrospective Studies
10.Osteochondroprogenitor cells: isolation, identification and chondrogenesis under the induction of transforming growth factor beta3
Wei ZUO ; Wen-Jun CHENG ; Jing JIAO ; Yu-Cheng HUANG ; Fei XIAO ; Jun-Wen WANG
Chinese Journal of Tissue Engineering Research 2018;22(12):1829-1834
BACKGROUND: Precartilaginous stem cells exist in articular cartilage, which may become potential seed cells for cartilage tissue engineering. Transforming growth factor-β3 (TGF-β3) has positive regulation effect on the proliferation and chondrogenic differentiation of precartilagious stem cells. OBJECTIVE: To investigate the effect of TGF-β3 on the chondrogenesis of osteochondroprogenitor cells. METHODS: CD146+chondrocytes were isolated from the patients with advanced osteoarthritis, and were then identified. CD146+chondrocytes were cultured in the normal medium (blank control group), chondrogenic induced medium (control group), chondrogenic induced medium containing 2.5 and 10 μg/L recombinant human TGF-β3, respectively. The immunohistochemistry of collagen Ⅱ and aggrecan was performed, and the related gene expression was tested by real-time quantitative PCR after 4 weeks of culture. RESULTS AND CONCLUSION: When chondrogenic differentiation was performed, the number of cell pellets in the 10 μg/L TGF-β3 group was greater than that in the 2.5 μg/L TGF-β3 group, and the number of cell pellets in the 2.5 μg/L TGF-β3 group was greater than that in the control group. The expression levels of collagen Ⅱ and aggrecan in the 10 μg/L TGF-β3 group was significantly higher than that in the 2.5 μg/L TGF-β3 group (P< 0.05). The expression levels of collagen Ⅱ and aggrecan in the 2.5 μg/L TGF-β3 group were significantly higher than those in the control group (P< 0.05). Real-time quantitative PCR results showed that the expression levels of collagen Ⅱ and aggrecan mRNA in the 10 μg/L TGF-β3 group were significantly higher than those in the 2.5 μg/L TGF-β3 group (P< 0.05), but the expression level of SOX-9 showed insignificant difference between two groups (P > 0.05), and the expression level of SOX-9 in the 10 and 2.5 μg/L TGF-β3 groups was significantly higher than that in the control group (P< 0.05); the expression levels of collagen Ⅱ and aggrecan mRNA in the 2.5 μg/L TGF-β3 group were higher than those in the control group (P< 0.05). Our findings suggest that osteochondroprogenitor cells with stem cell characteristics exist in the residual articular cartilage of the patients with advanced osteoarthritis. TGF-β3 has the ability of promoting chondrogenic differentiation of osteochondroprogenitor cells, which may be an ideal cytokine for cartilage tissue engineering.

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