1.Comparing the prognostic value of 3 diagnostic criteria of bronchopulmonary dysplasia in preterm infants
Xin WANG ; Jing GUO ; Yanyan WU ; Yangke LU ; Dapeng LIU ; Mingchao LI ; Rui LI ; Yingyuan WANG ; Wenqing KANG
Chinese Journal of Pediatrics 2024;62(1):36-42
Objective:To compare the prognostic value of 3 diagnostic criteria of bronchopulmonary dysplasia (BPD) in preterm infants with gestational age<32 weeks.Methods:The retrospective cohort study was conducted to collect the clinical data of 285 preterm infants with BPD admitted to the Department of Neonatology, Children′s Hospital Affiliated to Zhengzhou University from January 2019 to September 2021, who were followed up regularly after discharge. The primary composite adverse outcome was defined as death or severe respiratory morbidity from 36 weeks of corrected gestational age to 18 months of corrected age, and the secondary composite adverse outcome was defined as death or neurodevelopmental impairment. According to the primary or secondary composite adverse outcomes, the preterm infants were divided into the adverse prognosis group and the non-adverse prognosis group. The 2001 National Institute of Child Health and Human Development (NICHD) criteria, 2018 NICHD criteria, and 2019 Neonatal Research Network (NRN) criteria were used to diagnose and grade BPD in preterm infants. Chi-square test, Logistic regression analysis, receiver operating characteristic (ROC) curve and Delong test were used to analyze the prognostic value of the 3 diagnostic criteria.Results:The 285 preterm infants had a gestational age of 29.4 (28.1, 30.6) weeks and birth weight of 1 230 (1 000, 1 465) g, including 167 males (58.6%). Among 285 premature infants who completed follow-up, the primary composite adverse outcome occurred in 124 preterm infants (43.5%), and the secondary composite adverse outcome occurred in 40 preterm infants (14.0%). Multivariate Logistic regression analysis showed that severe BPD according to the 2001 NICHD criteria, gradeⅡand Ⅲ BPD according to the 2018 NICHD criteria and grade 2 and 3 BPD according to the 2019 NRN criteria were all risk factors for primary composite adverse outcomes (all P<0.05). ROC curve showed that the area under the curve (AUC) of the 2018 NICHD criteria and 2019 NRN criteria were both higher than that of the 2001 NICHD criteria (0.70 and 0.70 vs. 0.61, Z=4.49 and 3.35, both P<0.001), but there was no significant difference between the 2018 NICHD and 2019 NRN criteria ( Z=0.38, P=0.702). Multivariate Logistic regression analysis showed that the secondary composite adverse outcomes were all associated with grade Ⅲ BPD according to the 2018 NICHD criteria and grade 3 BPD according to the 2019 NRN criteria (both P<0.05). ROC curve showed that the AUC of the 2018 NICHD criteria and 2019 NRN criteria were both higher than that of the 2001 NICHD criteria (0.71 and 0.71 vs. 0.58, Z=2.93 and 3.67, both P<0.001), but there was no statistically significant difference between the 2018 NICHD and 2019 NRN criteria ( Z=0.02, P=0.984). Conclusion:The 2018 NICHD and 2019 NRN criteria demonstrate good and comparable predictive value for the primary and secondary composite adverse outcomes in preterm infants with BPD, surpassing the predictive efficacy of the 2001 NICHD criteria.
2.Design of a nanozyme-based magnetic nanoplatform to enhance photodynamic therapy and immunotherapy
Bai CHEN ; Liu JIAJING ; Bai LUYAO ; Yao DAPENG ; Li XIAOFENG ; Zhang HAORAN ; Guo DONG
Journal of Pharmaceutical Analysis 2024;14(9):1320-1329
The tumor microenvironment,particularly the hypoxic property and glutathione(GSH)overexpression,substantially inhibits the efficacy of cancer therapy.In this article,we present the design of a magnetic nanoplatform(MNPT)comprised of a photosensitizer(Ce6)and an iron oxide(Fe3O4)/manganese oxide(MnO2)composite nanozyme.Reactive oxygen species(ROS),such as singlet oxygen(1O2)radicals produced by light irradiation and hydroxyl radicals(·OH)produced by catalysis,are therapeutic species.These therapeutic substances stimulate cell apoptosis by increasing oxidative stress.This apoptosis then triggers the immunological response,which combines photodynamic therapy and T-cell-mediated immunotherapy to treat cancer.Furthermore,MNPT can be utilized as a contrast agent in magnetic resonance and fluorescence dual-modality imaging to give real-time tracking and feedback on treatment.
4.Preoperative MRI-based deep learning radiomics machine learning model for prediction of the histopathological grade of soft tissue sarcomas
Hexiang WANG ; Shifeng YANG ; Tongyu WANG ; Hongwei GUO ; Haoyu LIANG ; Lisha DUAN ; Chencui HUANG ; Yan MO ; Feng HOU ; Dapeng HAO
Chinese Journal of Radiology 2022;56(7):792-799
Objective:To investigate the value of a preoperatively MRI-based deep learning (DL) radiomics machine learning model to distinguish low-grade and high-grade soft tissue sarcomas (STS).Methods:From November 2007 to May 2019, 151 patients with STS confirmed by pathology in the Affiliated Hospital of Qingdao University were enrolled as training sets, and 131 patients in the Affiliated Hospital of Shandong First Medical University and the Third Hospital of Hebei Medical University were enrolled as external validation sets. According to the French Federation Nationale des Centres de Lutte Contre le Cancer classification (FNCLCC) system, 161 patients with FNCLCC grades Ⅰ and Ⅱ were defined as low-grade and 121 patients with grade Ⅲ were defined as high-grade. The hand-crafted radiomic (HCR) and DL radiomic features of the lesions were extracted respectively. Based on HCR features, DL features, and HCR-DL combined features, respectively, three machine-learning models were established by decision tree, logistic regression, and support vector machine (SVM) classifiers. The area under the receiver operating characteristic curve (AUC) was used to evaluate the performance of each machine learning model and choose the best one. The univariate and multivariate logistic regression were used to establish a clinical-imaging factors model based on demographics and MRI findings. The nomogram was established by combining the optimal radiomics model and the clinical-imaging model. The AUC was used to evaluate the performance of each model and the DeLong test was used for comparison of AUC between every two models. The Kaplan-Meier survival curve and log-rank test were used to evaluate the performance of the optimal machine learning model in the risk stratification of progression free survival (PFS) in STS patients.Results:The SVM radiomics model based on HCR-DL combined features had the optimal predicting power with AUC values of 0.931(95%CI 0.889-0.973) in the training set and 0.951 (95%CI 0.904-0.997) in the validation set. The AUC values of the clinical-imaging model were 0.795 (95%CI 0.724-0.867) and 0.615 (95%CI 0.510-0.720), and of the nomogram was 0.875 (95%CI 0.818-0.932) and 0.786 (95%CI 0.701-0.872) in the training and validation sets, respectively. In validation set, the performance of SVM radiomics model was better than those of the nomogram and clinical-imaging models ( Z=3.16, 6.07; P=0.002,<0.001). Using the optimal radiomics model, there was statistically significant in PFS between the high and low risk groups of STS patients (training sets: χ2=43.50, P<0.001; validation sets: χ2=70.50, P<0.001). Conclusion:Preoperative MRI-based DL radiomics machine learning model has accurate prediction performance in differentiating the histopathological grading of STS. The SVM radiomics model based on HCR-DL combined features has the optimal predicting power and was expected to undergo risk stratification of prognosis in STS patients.
5.Genomic and transcriptomic analysis unveils population evolution and development of pesticide resistance in fall armyworm Spodoptera frugiperda.
Furong GUI ; Tianming LAN ; Yue ZHAO ; Wei GUO ; Yang DONG ; Dongming FANG ; Huan LIU ; Haimeng LI ; Hongli WANG ; Ruoshi HAO ; Xiaofang CHENG ; Yahong LI ; Pengcheng YANG ; Sunil Kumar SAHU ; Yaping CHEN ; Le CHENG ; Shuqi HE ; Ping LIU ; Guangyi FAN ; Haorong LU ; Guohai HU ; Wei DONG ; Bin CHEN ; Yuan JIANG ; Yongwei ZHANG ; Hanhong XU ; Fei LIN ; Bernard SLIPPERS ; Alisa POSTMA ; Matthew JACKSON ; Birhan Addisie ABATE ; Kassahun TESFAYE ; Aschalew Lemma DEMIE ; Meseret Destaw BAYELEYGNE ; Dawit Tesfaye DEGEFU ; Feng CHEN ; Paul K KURIA ; Zachary M KINYUA ; Tong-Xian LIU ; Huanming YANG ; Fangneng HUANG ; Xin LIU ; Jun SHENG ; Le KANG
Protein & Cell 2022;13(7):513-531
The fall armyworm (FAW), Spodoptera frugiperda, is a destructive pest native to America and has recently become an invasive insect pest in China. Because of its rapid spread and great risks in China, understanding of FAW genetic background and pesticide resistance is urgent and essential to develop effective management strategies. Here, we assembled a chromosome-level genome of a male FAW (SFynMstLFR) and compared re-sequencing results of the populations from America, Africa, and China. Strain identification of 163 individuals collected from America, Africa and China showed that both C and R strains were found in the American populations, while only C strain was found in the Chinese and African populations. Moreover, population genomics analysis showed that populations from Africa and China have close relationship with significantly genetic differentiation from American populations. Taken together, FAWs invaded into China were most likely originated from Africa. Comparative genomics analysis displayed that the cytochrome p450 gene family is extremely expanded to 425 members in FAW, of which 283 genes are specific to FAW. Treatments of Chinese populations with twenty-three pesticides showed the variant patterns of transcriptome profiles, and several detoxification genes such as AOX, UGT and GST specially responded to the pesticides. These findings will be useful in developing effective strategies for management of FAW in China and other invaded areas.
Animals
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China
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Genomics
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Humans
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Male
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Pesticides
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Spodoptera/genetics*
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Transcriptome
6.Evaluation Effectiveness of in Vitro Cultivation of Bezoar on Mouse Model Combining Disease with Syndrome of Coronavirus Pneumonia with Yidu Xifei Syndrome
Rong-hua ZHAO ; Jing SUN ; Shan-shan GUO ; Lei BAO ; Zi-han GENG ; Yan-yan BAO ; Guan-ru ZHOU ; Ying-jie GAO ; Xiao-lan CUI ; Yu-jing SHI
Chinese Journal of Experimental Traditional Medical Formulae 2021;27(2):66-73
Objective:To determine the therapeutic effect of
7.Association analysis of famine exposure during early life and risk of hypertension in adulthood
Hongjie GUO ; Xiong DING ; Wei JIANG ; Jing JIANG ; Ying WU ; Zhe SHU ; Guiwen LI ; Yuehua HU ; Dapeng YIN
Chinese Journal of Preventive Medicine 2021;55(6):732-736
Objective:To explore the relationship between exposure to famine in early life and the risk of hypertension in adulthood.Methods:The medical data of Yichang Health Management Big Data Center from 2018 to 2019 were analyzed. A retrospective cohort study design was adopted, with hypertension as the study outcome, and different life periods exposed to the Great Famine in China were divided into groups. Multivariate logistic regression model was used to analyze the relationship between famine exposure in early life and hypertension in adulthood. At the same time, the interaction between gender and famine exposure was analyzed.Results:The age of 142 016 subjects was (60. 56±4.43). Among them, men accounted for 46.36% (65 845/142 016) and women accounted for 53.64% (76 171/142 016). There are 42 575(29.98%), 19 644(13.83%), 28 405(20.00%), 28 305(19.93%), 23 087 (19.93%) in non-famine exposure group, fetal famine exposure group, early childhood famine exposure group and late childhood famine exposure group, respectively. The prevalence of hypertension was 17.57% (24 947 cases). Multivariate logistic regression model analysis showed that after adjusting for related confounding factors, compared with non-famine exposure group, the risk of hypertension in fetal, early childhood, middle childhood and late childhood famine exposure group was higher and the OR (95% CI) values were 1.16 (1.11-1.22), 1.27 (1.21-1.33), 1.54 (1.47-1.60) and 1.84 (1.76-1.92), respectively. There was an interaction between sex and famine exposure group ( P<0.001). The above association is stronger among women than among men. Conclusion:Famine exposure in early life may increase the risk of hypertension in adulthood, and the risk of women is greater than that of men.
8.Association analysis of famine exposure during early life and risk of hypertension in adulthood
Hongjie GUO ; Xiong DING ; Wei JIANG ; Jing JIANG ; Ying WU ; Zhe SHU ; Guiwen LI ; Yuehua HU ; Dapeng YIN
Chinese Journal of Preventive Medicine 2021;55(6):732-736
Objective:To explore the relationship between exposure to famine in early life and the risk of hypertension in adulthood.Methods:The medical data of Yichang Health Management Big Data Center from 2018 to 2019 were analyzed. A retrospective cohort study design was adopted, with hypertension as the study outcome, and different life periods exposed to the Great Famine in China were divided into groups. Multivariate logistic regression model was used to analyze the relationship between famine exposure in early life and hypertension in adulthood. At the same time, the interaction between gender and famine exposure was analyzed.Results:The age of 142 016 subjects was (60. 56±4.43). Among them, men accounted for 46.36% (65 845/142 016) and women accounted for 53.64% (76 171/142 016). There are 42 575(29.98%), 19 644(13.83%), 28 405(20.00%), 28 305(19.93%), 23 087 (19.93%) in non-famine exposure group, fetal famine exposure group, early childhood famine exposure group and late childhood famine exposure group, respectively. The prevalence of hypertension was 17.57% (24 947 cases). Multivariate logistic regression model analysis showed that after adjusting for related confounding factors, compared with non-famine exposure group, the risk of hypertension in fetal, early childhood, middle childhood and late childhood famine exposure group was higher and the OR (95% CI) values were 1.16 (1.11-1.22), 1.27 (1.21-1.33), 1.54 (1.47-1.60) and 1.84 (1.76-1.92), respectively. There was an interaction between sex and famine exposure group ( P<0.001). The above association is stronger among women than among men. Conclusion:Famine exposure in early life may increase the risk of hypertension in adulthood, and the risk of women is greater than that of men.
9.Three ways of inserting the anteroinferior iliac spine channel screws: a computer simulation comparison
Zewei GUO ; Tianyu HAN ; Dapeng ZHOU ; Haipeng XUE ; Linpeng GE
Chinese Journal of Orthopaedic Trauma 2019;21(6):511-515
Objective To compare the safely between 3 ways of inserting the anteroinferior iliac spine channel screws using computer simulation.Methods The spiral pelvic CT data of 100 patients were collected who had sought medical treatment at General Hospital of The Northern Theater Command from October 2017 to October 2018.They were 61 males and 39 females,aged from 20 to 60 years (average,47.5 years).The data were imported into Mimics (Materi-alise,Belgium) software to create three-dimensional models of the pelvis.The pelvic modeling data were then imported into 3-Matic (Materi-alise,Belgium) software for post-processing.Three cylinders with a diameter of 6.7 mm were created,taking the anteroinferior iliac spine as the entry point and taking the posterosuperior iliac spine,the posteroinferior iliac spine and the midpoint between the 2 spines as the 3 exit points.The insertion of anteroinferior iliac spine channel screws was simulated to observe the screw penetration.Results In the channel from the anteroinferior iliac spine to the posterosuperior iliac spine,penetration occurred in 41 cases out of the medial ilium and in 2 cases out of the lateral ilium,giving a penetration rate of 43% (43/100);in the channel from the anteroinferior iliac spine to the midpoint between the 2 spines,penetration occurred in 16 cases out of the medial ilium and in 2 cases out of the lateral ilium,giving a penetration rate of 18% (18/100);in the channel from the anteroinferior iliac spine to the posteroinferior iliac spine,penetration occurred in 6 cases out of the medial ilium,in 2 cases out of the lateral ilium,in 60 cases out of the greater sciatic notch and in 8 cases out of both the medial ilium and greater sciatic notch,giving a penetration rate of 76% (76/100).There were significant differences between the 3 ways of insertion in the screw penetration (x2 =68.219,P < 0.001).The rate of screw penetration in the channel from the anteroinferior iliac spine to the posteroinferior iliac spine was significantly higher than that in the channel from the anteroinferior iliac spine to the posterosuperior iliac spine which was significantly higher than that in the channel from the anteroinferior iliac spine to the midpoint between the 2 spines (P < 0.05).Conclusions The channel from the anteroinferior iliac spine to the midpoint between the posterosuperior iliac spine and the posteroinferior iliac spine may lead to a lower rate of screw penetration while the channel from the anteroinferior iliac spine to the posteroinferior iliac spine may lead to a higher rate of screw penetration.
10.Effects of silencing the HIF-1α gene on the expression of BSP and osterix in rat BMMSCs under tension
LIU Ying ; YANG Jing ; LI Yazhen ; YAN Xiao ; ZHANG Qiang ; REN Dapeng ; YANG Fang ; YUAN Xiao ; GUO Qingyuan
Journal of Prevention and Treatment for Stomatological Diseases 2019;27(5):287-292
Objective:
To explore the effect of hypoxia inducible factor 1α (HIF-1α) gene silencing in rat bone marrow mesenchymal stem cells (BMMSCs) under mechanical distraction on the expression of bone sialoprotein (BSP) and osterix and to provide a new idea for repairing bone defects with BMMSCs.
Methods :
The shRNA sequence was designed according to the rat HIF-1α gene, and the pGMLV-SC1RNAi lentiviral vector was cloned after PCR amplification. After screening positive clones and identifying competent transformed cells by sequencing, 293T cells were packaged and titered, rat BMMSCs were transfected and cultured in vitro. Clones with stably silenced HIF-1α expression were screened by inverted fluorescence microscopy. The RNAi response experiment was divided into four groups: the blank control group, the HIF-1α shRNA group, the negative control group, and the response group. Western blot was used to detect the expression of HIF-1α protein in the four groups to verify the response of the target genes and exclude off-target effects. A Flexcell FX-5000T cell stress loading system was used to intervene in the mechanical stretch of the cells. qRT-PCR and Western blot were used to detect the expression of BSP and osterix in the blank control group, HIF-1α shRNA group, and negative control group.
Results:
The HIF-1α shRNA lentiviral vector was successfully constructed. The results of the RNAi response showed no significant difference in the expression of HIF-1α between the response and the blank control group (P > 0.05). The recombinant lentivirus could effectively silence HIF-1α in BMMSCs. After mechanical distraction of the BMMSCs, compared with the blank and negative control groups, the HIF-1α shRNA group showed significantly increased mRNA and protein expression of the bone-related factors BSP and osterix (P < 0.05); there was no significant difference in the mRNA and protein expression of BSP or osterix between the blank and negative control groups (P > 0.05).
Conclusion
Silencing HIF-1α in BMMSCs under mechanical distraction can promote the expression of BSP and osterix.


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