1.Predictive value of thrombus enhancement and thrombus permeability in cardioembolic stroke with acute middle cerebral artery occlusion based on CT
Yao DAI ; Xing XIONG ; Xinxing MA ; Su HU ; Chunhong HU ; Yonggang HAO ; Yu ZHANG
Chinese Journal of Radiology 2023;57(3):246-251
Objective:To investigate the predictive value of thrombus enhancement (TE) and thrombus permeability in cardioembolic thrombus with acute middle cerebral artery occlusion based on CT.Methods:The clinical and image data of 93 patients with acute middle cerebral artery occlusion who were admitted to the First Affiliated Hospital of Soochow University within 12 hours after onset from January 2020 to July 2022 were retrospectively analyzed. According to the TOAST criteria, the patients were divided into the cardioembolism (CE) group (43 cases) and the large artery atherosclerosis (LAA) group (50 cases). All patients received noncontrast CT and CT angiography, and then thrombus permeability [thrombus attenuation increase (TAI), void fraction (ε)] and TE were assessed. Independent sample t-test, Mann-Whitney U test and χ2 test were used in univariable analysis between two groups. Multivariable logistic regression analysis was used to explore the independent influencing factors for cardioembolic stroke and establish a logistic model. The receiver operating characteristic (ROC) curve and the area under the curve (AUC) were used to evaluate the predictive value of TAI, ε, TE and the logistic model in cardioembolic thrombus with acute middle cerebral artery occlusion. Results:There were statistically significant differences in sex, atrial fibrillation, hypertension, diabetes mellitus, smoking, baseline National Institutes of health stroke scale (NIHSS), TAI, ε and TE between the CE group and the LAA group ( P<0.05). Binary logistics regression analysis showed that TAI (OR=1.300, 95%CI 1.147-1.473, P<0.001), hypertension (OR=0.116, 95%CI 0.025-0.535, P=0.006) and baseline NIHSS (OR=1.165, 95%CI 1.040-1.304, P=0.008) were independent influencing factors for cardioembolic thrombus. The ROC curve indicated that the logistic model predicted cardioembolic thrombus with the highest AUC of 0.907 (95%CI 0.848-0.966). TE predicted cardioembolic thrombus with the highest sensitivity of 90.7%. Conclusion:TE and thrombus permeability have application value for predicting cardioembolic thrombus with acute middle cerebral artery occlusion based on CT.
2.Predictive value of deep learning-based coronary artery calcification score for coronary artery disease in type 2 diabetes mellitus
Meng CHEN ; Jingcheng HU ; Guangyu HAO ; Su HU ; Can CHEN ; Qing TAO ; Jialiang XU ; Ximing WANG ; Chunhong HU
Chinese Journal of Radiology 2023;57(5):515-521
Objective:To explore the predictive value of deep learning (DL)-based coronary artery calcification score (CACS) for obstructive coronary artery disease (CAD) and noncalcified plaque/mixed plaque in type 2 diabetes mellitus (T2DM).Methods:Forty hundred and twenty-four consecutive T2DM patients who accepted CACS scan and coronary CT angiography (CCTA) from December 2012 to December 2019 were included retrospectively, with clinical risk factors and plaque features collected. Plaque composition was classified as calcified, non-calcified or mixed plaque. Obstructive CAD was defined as maximum diameter stenosis≥50%. CACS was calculated with a fully automated method based on DL. Univariate and multivariate logistic regressions were applied to select statistically significant factors and the odds ratios(ORs) were measured. Receiver operating characteristic (ROC) curve was evaluated to assess the predictive performance.Results:Increased CACS was associated with a significantly higher odds of obstructive CAD in CCTA (adjusted ORs were 2.22, 6.18 and 16.98 for CACS=1-99, 100-299, 300-999 vs. CACS=0, and P values were 0.009,<0.001,<0.001 respectively). The area under ROC curve (AUC) of CACS to predict obstructive CAD was 0.764. Compared with 0, increased CACS was associated with increased risk of non-calcified/mixed plaque (adjusted ORs were 2.75, 4.76, 5.29 for CACS=1-99, 100-299, 300-999 respectively and P values were 0.001,<0.001,<0.001 respectively). The AUC of CACS to predict non-calcified/mixed plaque was 0.688. It took 1.17 min to perform automated measurement of CACS based on DL in total, which was significantly less than manual measurement of 1.73 min ( P<0.001). Conclusion:DL-based CACS can predict obstructive CAD and non-calcified plaque/mixed plaque in T2DM, which is economical and efficient, and has important value for clinical diagnosis and treatment.
3.MEG3 LncRNA from Exosomes Released from Cancer-Associated Fibroblasts Enhances Cisplatin Chemoresistance in SCLC via a MiR-15a-5p/CCNE1 Axis
Yulu SUN ; Guijun HAO ; Mengqi ZHUANG ; Huijuan LV ; Chunhong LIU ; Keli SU
Yonsei Medical Journal 2022;63(3):229-240
Purpose:
Long non-coding RNAs (lncRNAs) may act as oncogenes in small-cell lung cancer (SCLC). Exosomes containing lncRNAs released from cancer-associated fibroblasts (CAF) accelerate tumorigenesis and confer chemoresistance. This study aimed to explore the action mechanism of the CAF-derived lncRNA maternally expressed gene 3 (MEG3) on cisplatin (DDP) chemoresistance and cell processes in SCLC.
Materials and Methods:
Quantitative real-time PCR was conducted to determine the expression levels of MEG3, miR-15a-5p, and CCNE1. Cell viability and metastasis were measured by 3-(4, 5-dimethyl-2-thiazolyl)-2, 5-diphenyl-2-h-tetrazolium bromide and invasion assays, respectively. A xenograft tumor model was developed to confirm the effect of MEG3 overexpression on SCLC progression in vivo. Relationships between miR-15a-5p and MEG3/CCNE1 were predicted using StarBase software and validated by dual luciferase reporter assay. Western blotting was used to determine protein levels. A co-culture model was established to explore the effects of exosomes on MEG3 expression in SCLC cell lines.
Results:
MEG3 was overexpressed in SCLC tissues and cells. MEG3 silencing significantly repressed cell viability and metastasis in SCLC. High expression of MEG3 was observed in CAF-derived conditioned medium (CM) and exosomes, and promoted chemoresistance and cancer progression. Additionally, MEG3 was found to serve as a sponge of miR-15a-5p to mediate CCNE1 expression. Overexpression of miR-15a-5p and knockout of CCNE1 reversed the effects of MEG3 overexpression on cell viability and metastasis.
Conclusion
MEG3 lncRNA released from CAF-derived exosomes promotes DDP chemoresistance via regulation of a miR-15a-5p/CCNE1 axis. These findings may provide insight into SCLC therapy.
4.Non-targeted metabolomics of intestinal contents of neonatal rats with necrotizing enterocolitis
Wenting ZHANG ; Peng XUE ; Chunhong JIANG ; Xiaoying ZHOU ; Wujuan HAO ; Mengqiu YU ; Wenjuan TU
Chinese Journal of Neonatology 2020;35(2):137-143
Objective To study the change and characterization of metabolic profile of intestinal contents of the neonatal rats with necrotizing enterocolitis (NEC) using metabolomics approach,in order to figure out potential biomarkers of NEC.Method Twenty rats with three-postnatal day-old fed with special formula were assigned to control group (n =8) and NEC group (n =12) randomly.Experimental NEC of rats in NEC group were induced by exposing to cold stimulation at 4 degrees Celsius for 10 minutes and to hypoxia at 95% nitrogen for 10 minutes,three times a day for three consecutive days.All the rats were sacrificed after model preparation.Segments of the ileum of all the rats were collected for hematoxylin-eosin staining and subsequent pathological damage evaluation.The intestinal contents of the ileum and colon were collected by perfusion,followed by lyophilization and analyzed by UHPLC-QE-MS in order to conduct the non-target metabolomic determination.The information of the metabolites determined was calculated by multivariable analysis using SIMCA software.Result The pathological damage scores of NEC group were higher than those of the control group [(3.13 ± 0.83) vs.(0.25 ± 0.46),P < 0.001].The results of orthogonal partial least squares discriminant analysis (OPLS-DA) model showed that in the ESI + mode,R2(x) =0.604,R2(y) =0.583,Q2 =0.960,while in the ESI-mode,the OPLS-DA model R2(x) =0.828,R2(y) =0.999,and Q2 =0.713,indicating that there is a significant difference in the intestinal content metabolic profile between the control group and the NEC group.Forty-eight differential metabolites related to NEC were identified.In ESI-mode,there were 22 differential metabolites,including L-isoisoleucine (+ 221%) and D-phenylalanine (+ 230%),L-histidine (+ 284%),xanthine (+ 207%),glutamyl leucine (+ 246%),allose (-70%),myristic acid (-57%) and pentadecanoic acid (-35%).What is more,in the ESI + mode,26 other differential metabolites were identified,including ornithine (+ 268%),D-leucine (+ 176%),L-iso Leucine (+ 213%),acetylcholine (+ 195%),nicotinamide adenine dinucleotide (+ 199%),citrulline (+ 158%),cytosine (-58%),xanthoic acid (-64%).These metabolites were reflected to 33 different metabolic pathways in KEGG databases.The pathway enrichment analysis and pathway topology analysis with MetaboAnalyst indicated that the arginine and proline metabolic pathways,histidine metabolic pathways,and glutathione metabolic pathways were the top altered pathways in the condition of NEC.Conclusion The metabolic profile of intestinal contents in NEC rats was significantly different from that in normal rats,which was characterized by amino acid accumulation,mainly involving the metabolic pathways of arginine,proline,histidine and glutathione.The detection of intestinal contents metabolic profile,especially amino acid metabolize group may be of great significance for the diagnosis of NEC,and improving intestinal microenvironment may be the key strategy for the prevention and treatment of NEC.
5.Preliminary study on the value of pericoronary adipose tissue histogram parameters for the differentiation of acute coronary syndrome and stable coronary artery disease
Qing TAO ; Weijie ZOU ; Yanfen FAN ; Hailin SHEN ; Hongdi DU ; Chunhong QIAN ; Feng ZHU ; Su HU ; Guangyu HAO ; Shaofeng DUAN ; Chunhong HU
Chinese Journal of Radiology 2020;54(3):192-197
Objective:To investigate the value of pericoronary adipose tissue histogram parameters based on coronary CT angiography (CTA) images for the differentiation of acute coronary syndrome and stable coronary artery disease.Methods:The clinical data and CTA images of 93 patients with coronary CTA examination in Suzhou Kowloon Hospital from 2013 to 2018 were analyzed retrospectively. There were 39 patients with acute coronary syndrome (acute coronary syndrome group) and 54 patients with stable coronary artery disease (stable coronary artery disease group). A region of interest (ROI) was drawn around the stenosis of the coronary arteries, with CT attenuation ranging from-190 to -30 HU to exclude non-adipose tissue. The CT attenuation of ROI excluding non-adipose were measured and histogram analysis was performed. The obtained parameters included the mean value, median value and the 5th, 10th, 45th, 55th, 70th and 95th percentiles. The differences in histogram parameters between the two groups were compared, and then the value of each parameter in differentiating acute coronary syndrome and stable coronary artery disease was evaluated based on receiver operating characteristic (ROC) analysis. The stepwise regression of multivariate logistic regression analysis was used to identify the useful features and establish the final prediction model. The ROC curve of the final model was calculated and its value was analyzed.Results:The mean, median and the 5th, 10th, 45th, 55th,70th and 95th percentile differences between the acute coronary syndrome group and the stable coronary artery disease group were statistically significant (all P<0.05). The ROC curve for the median and the 95th percentile had the same area under curve (AUC) of 0.73. The sensitivity, specificity and AUC of the diagnostic model established by multiple logistic regression were 82.1%, 89.1% and 0.90 respectively. Conclusion:CT attenuation histogram of pericoronary adipose tissue is of high value in differentiating acute coronary syndrome from stable coronary artery disease.
6.The Biological Significance of Multi-copy Regions and Their Impact on Variant Discovery
Sun JING ; Zhang YANFANG ; Wang MINHUI ; Guan QIAN ; Yang XIUJIA ; Ou Xia JIN ; Yan MINGCHEN ; Wang CHENGRUI ; Zhang YAN ; Li ZHI-HAO ; Lan CHUNHONG ; Mao CHEN ; Zhou HONG-WEI ; Hao BINGTAO ; Zhang ZHENHAI
Genomics, Proteomics & Bioinformatics 2020;18(5):516-524
Identification of genetic variants via high-throughput sequencing (HTS) technologies has been essential for both fundamental and clinical studies. However, to what extent the genome sequence composition affects variant calling remains unclear. In this study, we identified 63,897 multi-copy sequences (MCSs) with a minimum length of 300 bp, each of which occurs at least twice in the human genome. The 151,749 genomic loci (multi-copy regions, or MCRs) harboring these MCSs account for 1.98%of the genome and are distributed unevenly across chromosomes. MCRs containing the same MCS tend to be located on the same chromosome. Gene Ontology (GO) anal-yses revealed that 3800 genes whose UTRs or exons overlap with MCRs are enriched for Golgi-related cellular component terms and various enzymatic activities in the GO biological function cat-egory. MCRs are also enriched for loci that are sensitive to neocarzinostatin-induced double-strand breaks. Moreover, genetic variants discovered by genome-wide association studies and recorded indbSNP are significantly underrepresented in MCRs. Using simulated HTS datasets, we show that false variant discovery rates are significantly higher in MCRs than in other genomic regions. These results suggest that extra caution must be taken when identifying genetic variants in the MCRs via HTS technologies.
7.Semi-quantitative analysis of hepatic fat in MR using Dixon technique and its clinical significance
Yong LIU ; Ben SHAN ; Hansong ZHOU ; Dongyang YU ; Hao DONG ; Chunhong HU
Journal of Practical Radiology 2018;34(2):291-295
Objective To investigate the correlation between hepatic fat fraction(HFF)and some clinical indicators by measuring HFF and summarize its clinical significance.Methods A total of 95 patients were included in this study.MR data were acquired with Dixon technique,and the HFF of liver were measured.According to the HFF,all patients were divided into high-fat group and low-fat group.Subcutaneous fat area(SA),visceral fat area(VA)and total fat area(TA)were also measured.The age of patients,blood pressure, fasting blood glucose(FPG),total cholesterol (TC),triglyceride (TG),low density cholesterol (LDL-c)and high density cholesterol (HDL-c) were recorded and the body mass index(BMI)was calculated.Results The levels of FPG,TG,LDL-c,systolic blood pressure,diastolic blood pressure,BMI,VA,TA and visceral fat percentage (VFP)in high-fat group were significantly higher than those in low-fat group (P<0.05), while the abdominal subcutaneous fat percentage (SFP)was significantly lower than that in low-fat group (P<0.05).HFF was positively correlated with FPG,TG,LDL-c,VA,TA,VFP,age and BMI (r=0.354,0.370,0.415,0.299,0.285,0.238,0.203,0.221,respectively;P<0.05).Conclusion Semi-quantitative analysis of hepatic fat using MR Dixon technique can reflect the degree of hepatic fatty infiltration, and can be used as a quantitative indicator for early diagnosis and treatment evaluation of nonalcoholic fatty liver disease.
8.Clinical value of ultrasonography in the diagnosis of carotid plaque neovascularization
Chunyang YAN ; Bin LI ; Binsheng CHEN ; Chunhong CHEN ; Zelian HAO
Chinese Journal of Primary Medicine and Pharmacy 2018;25(6):737-740
Objective To evaluate the clinical value of ultrasonography in the diagnosis of carotid plaque neovascularization .Methods 32 patients with carotid artery plaques diagnosed by conventional ultrasonography were enrolled.The patients were followed up for contrast-enhanced ultrasonography (CEUS) and ultrasonography micro-vascular imaging(SMI),and the results of the two-dimensional detection of carotid plaque and plaque neovasculariza-tion were compared .Results A total of 63 plaques were detected by SMI , including 39 hypoechoic plaques , 19 episodes of echo patches ,58 of plaques ,and 17 hypoechoic plaques .The diagnostic rate of neovascularization was 10.34%.Among the 113 carotid plaques,48 carotid plaques were detected by SMI ,46 carotid plaques were detected by CEUS.The distribution of neovascularization was similar to that of CEUS ,and the neovascularization of SMI and CEUS was better(Kappa=0.669,P<0.001).Conclusion For the diagnosis of carotid plaques ,ultrasonography can accurately detect the number , location and neovascularization of plaques , and the accuracy of carotid plaques is effective.It provides a radiographic basis for the diagnosis and early intervention of patients ,which has great signifi-cance to the prevention of stroke and cardiovascular and cerebrovascular adverse events .It is worthy of popularizing and application .
9.Removal of bronchial foreign body in children by bronchoscopic CO2Cryotherapy
Lei ZHANG ; Yong YIN ; Shuhua YUAN ; Jing ZHANG ; Chunhong PAN ; Hao ZHANG ; Jie CHEN
Journal of Clinical Pediatrics 2018;36(5):356-359
Objective To assess the efficiency and safety of the bronchoscopic CO2cryotherapy to remove bronchial foreign body in children. Methods From Oct 2012 to Dec 2016, 8 cases diagnosed with the presence of bronchial foreign body were undergone the treatment with the bronchoscopic CO2cryotherapy. The clinical data about the efficiency and complication were collected and retrospectively analyzed. Results In the 8 cases, we successfully removed the bronchial foreign bodies without complications. In 2 cases, the foreign bodies were removed successfully, but cryotherapy partially damaged the airway mucosa, causing topical airway obstruction because of the newly developed granulation tissue. No serious adverse reactions or complications were observed after the treatment. Conclusions Removal of bronchial foreign bodies using bronchoscopic CO2 cryotherapy is an easy and effective method which can be used as a supplementary procedure for the bronchoscopic removal of foreign bodies in children's airways.
10.Effect of down-regulation of growth arrest and DNA damage inducible protein 45β on PC9 lung adenocarcinoma cells.
Hao HU ; Kailin QUE ; Hao PENG ; Jia LIU ; Cheng HAN ; Na ZHANG ; Tao HOU ; Chunhong HU ; Jin'an MA
Journal of Central South University(Medical Sciences) 2018;43(11):1209-1215
To explore the effect of down-regulation of growth arrest and DNA damage inducible protein 45β (GADD45β) on the PC9 lung adenocarcinoma cells.
Methods: GADD45β gene siRNA sequence was designed and synthesized, which was transfected into PC9 lung adenocarcinoma cells through lentivirus transfection. Quantitative real-time PCR (qRT-PCR) and Western blot are used to examine the mRNA and protein levels of GADD45β in PC9 cells before and after the transfection. Annexin V-allophycocyanin (APC) double-staining flow cytometry was used to detect the apoptosis level after the transfection. The intracellular DNA content after transfection was detected by flow cytometry. The percentage of the cells at each period of cell cycle was calculated, and the effect of RNA interference on the cell growth were analyzed. The effects of RNA interference on the tumor-formation ability of cells were tested by counting the number of clones. MTT assay was used to test the half maximal inhibitory concentration (IC50) of PC9 cells for gefitinib.
Results: The 5'-AAATCCACTTCACGCTCAT-3' sequence was identified as the effective sequence for GADD45β gene RNA interference. The mRNA and protein expression levels of GADD45β were markedly decreased (both P<0.05) at 48 h after transfection of GADD45β-siRNA, which resulted in the increased apoptosis rate (P<0.05), decreased tumor clone number (P<0.05) and increased percentage of PC9 cell at the S stage and G2/M stage (P<0.05). The IC50 for gefitinib was decreased obviously (P<0.05).
Conclusion: Down-regulation of GADD45β can reduce the colony-forming ability of PC9 cells, promote the cell apoptosis, and enhance the sensitivity of PC9 cells to gefitinib.
Adenocarcinoma of Lung
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Antigens, Differentiation
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genetics
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metabolism
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Antineoplastic Agents
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pharmacology
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Apoptosis
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drug effects
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Cell Line, Tumor
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Cell Proliferation
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Down-Regulation
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Gefitinib
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pharmacology
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Humans
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RNA, Small Interfering

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