23 results on '"Xia, Zheng"'
Search Results
2. PathExpSurv: pathway expansion for explainable survival analysis and disease gene discovery
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Hou, Zhichao, Leng, Jiacheng, Yu, Jiating, Xia, Zheng, and Wu, Ling-Yun
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- 2023
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3. CDK9 inhibition induces epigenetic reprogramming revealing strategies to circumvent resistance in lymphoma
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Thieme, Elana, Bruss, Nur, Sun, Duanchen, Dominguez, Edward C., Coleman, Daniel, Liu, Tingting, Roleder, Carly, Martinez, Melissa, Garcia-Mansfield, Krystine, Ball, Brian, Pirrotte, Patrick, Wang, Lili, Xia, Zheng, and Danilov, Alexey V.
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- 2023
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4. Cardiac-targeted PIASy gene silencing mediates deSUMOylation of caveolin-3 and prevents ischemia/reperfusion-induced Nav1.5 downregulation and ventricular arrhythmias
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Hu, Chen-Chen, Wei, Xin, Liu, Jin-Min, Han, Lin-Lin, Xia, Cheng-Kun, Wu, Jing, You, Tao, Zhu, A.-Fang, Yao, Shang-Long, Yuan, Shi-Ying, Xu, Hao-Dong, Xia, Zheng-Yuan, Wang, Ting-Ting, and Mao, Wei-Ke
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- 2022
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5. Caloric restriction-mimetics for the reduction of heart failure risk in aging heart: with consideration of gender-related differences
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Pang, Lei, Jiang, Xi, Lian, Xin, Chen, Jie, Song, Er-Fei, Jin, Lei-Gang, Xia, Zheng-Yuan, Ma, Hai-Chun, and Cai, Yin
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- 2022
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6. Learning to predict in-hospital mortality risk in the intensive care unit with attention-based temporal convolution network
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Chen, Yu-wen, Li, Yu-jie, Deng, Peng, Yang, Zhi-yong, Zhong, Kun-hua, Zhang, Li-ge, Chen, Yang, Zhi, Hong-yu, Hu, Xiao-yan, Gu, Jian-teng, Ning, Jiao-lin, Lu, Kai-zhi, Zhang, Ju, Xia, Zheng-yuan, Qin, Xiao-lin, and Yi, Bin
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- 2022
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7. Propofol postconditioning ameliorates hypoxia/reoxygenation induced H9c2 cell apoptosis and autophagy via upregulating forkhead transcription factors under hyperglycemia
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Han, Rong-Hui, Huang, He-Meng, Han, Hong, Chen, Hao, Zeng, Fei, Xie, Xiang, Liu, Dan-Yong, Cai, Yin, Zhang, Liang-Qing, Liu, Xin, Xia, Zheng-Yuan, and Tang, Jing
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- 2021
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8. RNA-seq from archival FFPE breast cancer samples: molecular pathway fidelity and novel discovery
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Pennock, Nathan D., Jindal, Sonali, Horton, Wesley, Sun, Duanchen, Narasimhan, Jayasri, Carbone, Lucia, Fei, Suzanne S., Searles, Robert, Harrington, Christina A., Burchard, Julja, Weinmann, Sheila, Schedin, Pepper, and Xia, Zheng
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- 2019
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9. Cardiac-targeted PIASy gene silencing mediates deSUMOylation of caveolin-3 and prevents ischemia/reperfusion-induced Nav1.5 downregulation and ventricular arrhythmias.
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Hu, Chen-Chen, Wei, Xin, Liu, Jin-Min, Han, Lin-Lin, Xia, Cheng-Kun, Wu, Jing, You, Tao, Zhu, A.-Fang, Yao, Shang-Long, Yuan, Shi-Ying, Xu, Hao-Dong, Xia, Zheng-Yuan, Wang, Ting-Ting, and Mao, Wei-Ke
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VENTRICULAR arrhythmia ,GENE silencing ,CAVEOLINS ,CORONARY disease ,VENTRICULAR fibrillation ,PLANT gene silencing - Abstract
Background: Abnormal myocardial Na
v 1.5 expression and function cause lethal ventricular arrhythmias during myocardial ischemia–reperfusion (I/R). Protein inhibitor of activated STAT Y (PIASy)-mediated caveolin-3 (Cav-3) SUMO modification affects Cav-3 binding to the voltage-gated sodium channel 1.5 (Nav 1.5). PIASy activity is increased after myocardial I/R, but it is unclear whether this is attributable to plasma membrane Nav 1.5 downregulation and ventricular arrhythmias. Methods: Using recombinant adeno-associated virus subtype 9 (AAV9), rat cardiac PIASy was silenced using intraventricular injection of PIASy short hairpin RNA (shRNA). After two weeks, rat hearts were subjected to I/R and electrocardiography was performed to assess malignant arrhythmias. Tissues from peri-infarct areas of the left ventricle were collected for molecular biological measurements. Results: PIASy was upregulated by I/R (P < 0.01), with increased SUMO2/3 modification of Cav-3 and reduced membrane Nav 1.5 density (P < 0.01). AAV9-PIASy shRNA intraventricular injection into the rat heart downregulated PIASy after I/R, at both mRNA and protein levels (P < 0.05 vs. Scramble-shRNA + I/R group), decreased SUMO-modified Cav-3 levels, enhanced Cav-3 binding to Nav 1.5, and prevented I/R-induced decrease of Nav 1.5 and Cav-3 co-localization in the intercalated disc and lateral membrane. PIASy silencing in rat hearts reduced I/R-induced fatal arrhythmias, which was reflected by a modest decrease in the duration of ventricular fibrillation (VF; P < 0.05 vs. Scramble-shRNA + I/R group) and a significantly reduced arrhythmia score (P < 0.01 vs. Scramble-shRNA + I/R group). The anti-arrhythmic effects of PIASy silencing were also evidenced by decreased episodes of ventricular tachycardia (VT), sustained VT and VF, especially at the time 5–10 min after ischemia (P < 0.05 vs. Scramble-shRNA + IR group). Using in vitro human embryonic kidney 293 T (HEK293T) cells and isolated adult rat cardiomyocyte models exposed to hypoxia/reoxygenation (H/R), we confirmed that increased PIASy promoted Cav-3 modification by SUMO2/3 and Nav 1.5/Cav-3 dissociation after H/R. Mutation of SUMO consensus lysine sites in Cav-3 (K38R or K144R) altered the membrane expression levels of Nav 1.5 and Cav-3 before and after H/R in HEK293T cells. Conclusions: I/R-induced cardiac PIASy activation increased Cav-3 SUMOylation by SUMO2/3 and dysregulated Nav 1.5-related ventricular arrhythmias. Cardiac-targeted PIASy silencing mediated Cav-3 deSUMOylation and partially prevented I/R-induced Nav 1.5 downregulation in the plasma membrane of cardiomyocytes, and subsequent ventricular arrhythmias in rats. PIASy was identified as a potential therapeutic target for life-threatening arrhythmias in patients with ischemic heart diseases. [ABSTRACT FROM AUTHOR]- Published
- 2022
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10. Effect of aerobic exercise and low carbohydrate diet on pre-diabetic non-alcoholic fatty liver disease in postmenopausal women and middle aged men: study protocol for the AELC randomized controlled trial
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Liu, Wu Yi, Lu, Da Jiang, Du, Xia Ming, Sun, Jian Qin, Ge, Jun, Wang, Ren Wei, Wang, Ru, Zou, Jun, Xu, Chang, Ren, Jie, Wen, Xin Fei, Liu, Yang, Cheng, Shumei, Tan, Xiao, Pekkala, Satu, Munukka, Eveliina, Wiklund, Petri, Chen, Yan Qiu, Gu, Qing, Xia, Zheng Chang, Liu, Jun Jun, Liu, Wen Bin, Chen, Xue Bo, Zhang, Yi Min, Li, Rui, Borra, Ronald J H, Yao, Jia Xin, Chen, Pei Jie, and Cheng, Sulin
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rasva-aineenvaihdunta ,gut microbiota ,glucose metabolism ,clinical setting ,metabonomics ,human ,liver fat content - Abstract
Background. Pre-diabetes and non-alcoholic fatty liver disease (NAFLD) are associated with an unhealthy lifestyle and pose extremely high costs to the healthcare system. In this study, we aim to explore whether individualized aerobic exercise (AEx) and low carbohydrate diet (LCh) intervention affect hepatic fat content (HFC) in pre-diabetes via modification of gut microbiota composition and other post-interventional effects. Methods/design. A 6-month randomized intervention with 6-month follow-up is conducted from January 2013 to December 2015. The target sample size for intervention is 200 postmenopausal women and middle-aged men aged 50–65 year-old with pre-diabetes and NAFLD. The qualified subjects are randomized into 4 groups with 50 subjects in each group: 1 = AEx, 2 = LCh, 3 = AEx + LCh, and 4 = control. In addition, two age-matched reference groups (5 = pre-diabetes without NAFLD (n = 50) and 6 = Healthy without pre-diabetes or NAFLD (n = 50)) are included. The exercise program consists of progressive and variable aerobic exercise (intensity of 60 to 75% of initial fitness level, 3–5 times/week and 30–60 min/time). The diet program includes dietary consultation plus supplementation with a special lunch meal (40% of total energy intake/day) which aims to reduce the amount of carbohydrate consumption (30%). The control and reference groups are advised to maintain their habitual habits during the intervention. The primary outcome measures are HFC, serum metabolomics and gut microbiota composition. The secondary outcome measures include body composition and cytokines. In addition, socio-psychological aspects, social support, physical activity and diet will be performed by means of questionnaire and interview. Discussion. Specific individualized exercise and diet intervention in this study offers a more efficient approach for liver fat reduction and diabetes prevention via modification of gut microbiota composition. Besides, the study explores the importance of incorporating fitness assessment and exercise in the management of patients with pre-diabetes and fatty liver disorders. If our program is shown to be effective, it will open new strategies to combat these chronic diseases. peerReviewed
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- 2014
11. Clinical and molecular characteristics, risk factors and outcomes of Carbapenem-resistant Klebsiella pneumoniae bloodstream infections in the intensive care unit.
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Xia Zheng, Jian-feng Wang, Wang-lan Xu, Jun Xu, and Juan Hu
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KLEBSIELLA pneumoniae , *POLYMERASE chain reaction , *MICROBIAL virulence - Abstract
Background: To analyze the clinical characteristics and outcomes of carbapenem-resistant Klebsiella pneumoniae (CRKp) and carbapenem-susceptible K. pneumoniae (CSKp) bloodstream infections (BSIs) and to study the risk factors for development of CRKp BSI and K. pneumoniae BSI-related mortality. Methods: A retrospective case control study of patients with K. pneumoniae BSI was conducted in the intensive care unit of the First Affiliated Hospital, Medical of College, Zhejiang University from January 2013 to December 2014. Carbapenem resistance was defined in accordance with the Clinical and Laboratory Standards Institute 2016 guidelines. Risk factors for the development of CRKp BSI and risk factors for mortality due to K. pneumoniae BSI were assessed. Virulence genes were detected by polymerase chain reaction assay. Results: In total, 48 patients were enrolled in the study, including 31 (65%) patients with CRKp BSI and 17 (35%) patients with CSKp BSI. CSKp infection was associated with more severe clinical symptoms, particularly a higher serum creatinine level (165.06 ± 127.01 in the CSKp group vs. 93.77 ± 84.35 μmol/L in the CRKp group, p = 0.039), but there was no significant difference in prognosis between the CSKp and CRKp groups. On multivariate analysis, indwelling central venous catheter (p = 0.045) was the only factor independently associated with CRKp bacteremia. However, the mortality of K. pneumoniae BSI patients was not correlated with carbapenem resistance. In addition, the isolates had diverse clonality and different origins. The frequency of detection of the allS and magA virulence genes was higher in the CSKp group than in the CRKp group (alls p = 0.04; magA p = 0.047). Conclusions: Patients in the CSKp group experienced more severe clinical symptoms, although mortality did not differ significantly between the CRKp and CSKp groups. An indwelling central venous catheter was the only factor independently associated with CRKp BSI. The mortality of patients with K. pneumoniae BSI was not associated with carbapenem resistance. The frequency of virulence genes was higher in the CSKp group than in the CRKp group. [ABSTRACT FROM AUTHOR]
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- 2017
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12. The left atrial bacterial vegetative mass due to Corynebacterium striatum as a presentation of myxoma: a case report.
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Jun Xu, Qing Yang, Jun Li, Xia Zheng, Xu, Jun, Yang, Qing, Li, Jun, and Zheng, Xia
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CORYNEBACTERIUM ,MUCOUS membranes ,INFECTIVE endocarditis ,MYXOMA ,BACTERIAL adaptation - Abstract
Background: Corynebacterium striatum is a member of the non-diphtherial corynebacteria, which are ubiquitous in nature and generally colonize the skin and mucous membranes of humans. Rarely, it causes infective endocarditis (IE). We report a case of rare left atrial bacterial vegetative mass due to C. striatum masquerading as a myxoma identified through a tortuous diagnostic process, and present a brief review of the relevant literature.Case Presentation: We present a case of 63-year-old man who presented with progressively worsening dyspnea on exertion and lower leg edema, and was diagnosed with heart failure. Transesophageal echocardiography (TEE) revealed that the left atrium was filled with a 2.7 cm × 2.6 cm mass. The patient, who had no signs of infection or related risk factors, was suspected of having a left atrial myxoma clinically. After excising the mass, the histopathology suggested thrombus with no myxocytes. Postoperatively, a fever appeared and C. striatum was isolated from the blood cultures. Although antibiotics were used, the symptoms of heart failure worsened gradually and echocardiography revealed valve vegetation. The patient underwent a second operation because of IE. Surprisingly, the mass was confirmed to be a bacterial vegetation due to C. striatum based on Gram staining at a 1000× magnification, although this was not noted on routine pathological examination of the two surgical specimens.Conclusions: Physicians should be aware of Corynebacterium in blood cultures, which cannot simply be assumed to be a contaminant. A diagnosis of IE should be suspected, particularly in high-risk patients or those with an unexplained fever. Our patient had IE due to C. striatum with no risk factors. This case supports the diagnosis of IE using a combination of pathology and etiology. [ABSTRACT FROM AUTHOR]- Published
- 2017
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13. Evaluating tacrolimus treatment in idiopathic membranous nephropathy in a cohort of 408 patients.
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Hua-Zhang Qin, Lei Liu, Shao-Shan Liang, Jing-Song Shi, Chun-Xia Zheng, Qing Hou, Ying-Hui Lu, Wei-Bo Le, Qin, Hua-Zhang, Liu, Lei, Liang, Shao-Shan, Shi, Jing-Song, Zheng, Chun-Xia, Hou, Qing, Lu, Ying-Hui, and Le, Wei-Bo
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TACROLIMUS ,KIDNEY diseases ,NEPHROTIC syndrome ,IMMUNOSUPPRESSIVE agents ,RANDOMIZED controlled trials ,PATIENTS ,PREVENTION of drug side effects ,CLINICAL trials ,DEMOGRAPHY ,DOSE-effect relationship in pharmacology ,DRUG side effects ,GLOMERULONEPHRITIS ,LONGITUDINAL method ,DISEASE relapse ,TREATMENT effectiveness ,DISEASE prevalence - Abstract
Background: The KDIGO Clinical Practice Guidelines for Glomerulonephritis recommended tacrolimus as an alternative regimen for the initial therapy for Idiopathic membranous nephropathy (IMN), however, large observational studies evaluating tacrolimus treatment in IMN remains rare.Methods: A total of 408 consecutive IMN patients with nephrotic syndrome who were treated with tacrolimus in Jinling Hospital were included. The effectiveness and safety of tacrolimus treatment in IMN were analyzed in this study.Results: The cumulative partial or complete remission after tacrolimus therapy were 50%, 63% and 67% at 6, 12 and 24 months, respectively, and the cumulative complete remission rates were 4%, 13% and 23%, respectively. Multivariate logistic analysis showed that higher tacrolimus exposure during induction treatment, female gender, higher eGFR and no history of previous immunosuppressive therapy were independently associated with higher probability of remission. A relapse occurred in 101 of the 271 (37.3%) patients with partial or complete remission, and 18 of the 95 (18.9%) patients with complete remission. Tapering duration of tacrolimus and complete remission versus partial remission status were independent factors associated with risk of relapse. A decline in eGFR was the most frequent adverse event during tacrolimus treatment. During tacrolimus treatment, a ≥40% decrease in eGFR was observed in 43 (10.5%) patients.Conclusions: Low dose tacrolimus is effective for IMN, with a total remission rate of 66% whereas with a rather high rate of relapse. However, the safety of tacrolimus treatment needs to be further validated in large randomized clinical trials. [ABSTRACT FROM AUTHOR]- Published
- 2017
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14. TET3 inhibits TGF-β1-induced epithelial-mesenchymal transition by demethylating miR-30d precursor gene in ovarian cancer cells.
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Zhongxue Ye, Jie Li, Xi Han, Huilian Hou, He Chen, Xia Zheng, Jiaojiao Lu, Lijie Wang, Wei Chen, Xu Li, and Le Zhao
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DNA methylation ,PROTEINS ,OVARIAN cancer ,IMMUNOHISTOCHEMISTRY ,PHENOTYPES - Abstract
Background: Abnormal DNA methylation/demethylation is recognized as a hallmark of cancer. TET (ten-eleven translocation) family members are novel DNA demethylation related proteins that dysregulate in multiple malignances. However, their effects on ovarian cancer remain to be elucidated. Methods: The changes of TET family members during TGF-β1-induced epithelial-mesenchymal transition (EMT) in SKOV3 and 3AO ovarian cancer cells were detected. TET3 was ectopically expressed in TGF-β1-treated ovarian cancer cells to examine its effect on TGF-β1-induced EMT phenotype. The downstream target of TET3 was further identified. Finally, the relationships of TET3 expression to clinic-pathological parameters of ovarian cancer were investigated with a tissue microarray using immunohistochemistry. Results: TET3 was downregulated during TGF-β1-initiatd epithelial-mesenchymal transition (EMT) in SKOV3 and 3AO ovarian cancer cells. Overexpression of TET3 reversed TGF-β1-induced EMT phenotypes including the expression pattern of molecular markers (E-cadherin, Vimentin, N-cadherin, Snail) and migratory and invasive capabilities of ovarian cancer cells. miR-30d was identified as a downstream target of TET3, and TET3 overexpression resumed the demethylation status in the promoter region of miR-30d precursor gene, resulting in restoration of miR-30d (an EMT suppressor of ovarian cancer cells proven in our previous study) level in TGF-β1-induced EMT. We further found that TET3 expression was decreased in ovarian cancer tissues, especially in serous ovarian cancers. The overall positivity of TET3 was inversely correlated with the grade of differentiation status of ovarian cancer. Conclusion: Our results revealed that TET3 acted as a suppressor of ovarian cancer by demethylating miR-30d precursor gene promoter to block TGF-β1-induced EMT. [ABSTRACT FROM AUTHOR]
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- 2016
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15. Variations in energy metabolism along the pericardium meridian and its relationship with visceral function adjustments during electroacupuncture.
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Shu-Xia Zheng, Xiao-Hua Pan, Jin-Sen Xu, Chun-Ying Xiu, Ya-Qin Dong, and Xiaoxiang Zhu
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PERICARDIUM physiology ,HYPOXEMIA ,CARDIOVASCULAR system physiology ,ELECTROACUPUNCTURE ,ENERGY metabolism ,HEMODYNAMICS ,MICROCIRCULATION ,RHEOLOGY - Abstract
Background: Electroacupuncture (EA) is a traditional Chinese medicine treatment guided by meridian theory. As it gradually gains more worldwide acceptance, a clarification of its mechanisms is extremely urgent. We observed variations in transcutaneous oxygen pressure/carbon dioxide pressure (
tcp O2 /tcp CO2 ) and microcirculation blood perfusion units (BPU) along the pericardium meridian, and cardiac function during EA at Neiguan (PC6) to explore variations in energy metabolism and its relationship with visceral function adjustments during EA. Methods: Twenty-two healthy volunteers participated in this study. Three channel laser Doppler flowmetry andtcp O2 /tcp CO2 detection systems were used to detecttcp O2 /tcp CO2 and microcirculation BPU along the pericardium meridian. A hemodynamic monitor was used to detect cardiac function. Results: In the normal state, the microcirculatory BPU along the pericardium meridian were significantly higher than that of their bilateral corresponding control points (p < 0.05). During EA at PC6, the values of the microcirculatory BPU along the pericardium meridian did not vary, and few increased. In the normal state, the values oftcp O2 along the pericardium meridian were significantly higher than those of their bilateral corresponding control points (p < 0.05). In addition, the values oftcp CO2 along the pericardium meridian were lower than those of their bilateral corresponding control points. In comparison with the normal state, EA could decreasetcp O2 along the meridian significantly (p < 0.05) and increasetcp CO2 . During EA at PC6 in healthy volunteers treated by artificial acute mild hypoxia, cardiac output and cardiac index (p < 0.05) decreased and systemic vascular resistance increased significantly (p < 0.05). Conclusions: In the normal state, the values of microcirculatory BPU andtcp O2 along the pericardium meridian were both higher than those of their bilateral corresponding control points. Energy metabolism was vigorous along the meridian. During EA, the decrease in oxygen partial pressure along the pericardium meridian might be a result of strengthened energy metabolism of associated tissue and increased oxygen consumption. The variations in energy metabolism along the pericardium meridian during the course of EA had a close relationship with visceral function adjustments. Trial registration: Chinese Clinical Trial Registry ChiCTRTRC13003193. [ABSTRACT FROM AUTHOR]- Published
- 2014
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16. Silencing airway epithelial cell-derived hepcidin exacerbates sepsis induced acute lung injury.
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QiXing Chen, ShengWen Song, QingHua Chen, CongLi Zeng, Xia Zheng, JunLu Wang, and XiangMing Fang
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- 2014
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17. Identification and characterization of a novel gene, c1orf109, encoding a CK2 substrate that is involved in cancer cell proliferation.
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Shan-shan Liu, Hong-xia Zheng, Hua-dong Jiang, Jie He, Yang Yu, Yang-peng Qu, Lei Yue, Yao Zhang, and Yu Li
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CANCER cells , *PROTEIN kinases , *CANCER cell proliferation , *GENE expression , *IMMUNOCYTOCHEMISTRY - Abstract
Background: In the present study we identified a novel gene, Homo Sapiens Chromosome 1 ORF109 (c1orf109, GenBank ID: NM_017850.1), which encodes a substrate of CK2. We analyzed the regulation mode of the gene, the expression pattern and subcellular localization of the predicted protein in the cell, and its role involving in cell proliferation and cell cycle control. Methods: Dual-luciferase reporter assay, chromatin immunoprecipitation and EMSA were used to analysis the basal transcriptional requirements of the predicted promoter regions. C1ORF109 expression was assessed by western blot analysis. The subcellular localization of C1ORF109 was detected by immunofluorescence and immune colloidal gold technique. Cell proliferation was evaluated using MTT assay and colony-forming assay. Results: We found that two cis-acting elements within the crucial region of the c1orf109 promoter, one TATA box and one CAAT box, are required for maximal transcription of the c1orf109 gene. The 5? flanking region of thec1orf109 gene could bind specific transcription factors and Sp1 may be one of them. Employing western blotan alysis, we detected upregulated expression of c1orf109 in multiple cancer cell lines. The protein C1ORF109 was mainly located in the nucleus and cytoplasm. Moreover, we also found that C1ORF109 was a phosphoprotein in vivo and could be phosphorylated by the protein kinase CK2 in vitro. Exogenous expression of C1ORF109 inbreast cancer Hs578T cells induced an increase in colony number and cell proliferation. A concomitant rise in levels of PCNA (proliferating cell nuclear antigen) and cyclinD1 expression was observed. Meanwhile, knockdown of c1orf109 by siRNA in breast cancer MDA-MB-231 cells confirmed the role of c1orf109 in proliferation. Conclusions: Taken together, our findings suggest that C1ORF109 may be the downstream target of protein kinase CK2 and involved in the regulation of cancer cell proliferation [ABSTRACT FROM AUTHOR]
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- 2012
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18. Computer-assisted lip diagnosis on traditional Chinese medicine using multi-class support vector machines.
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Li, FuFeng, Zhao, Changbo, Xia, Zheng, Wang, Yiqin, Zhou, Xiaobo, and Li, Guo-Zheng
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ALGORITHMS ,CLUSTER analysis (Statistics) ,LIPS ,CHINESE medicine ,RESEARCH evaluation ,RESEARCH funding ,DICOM (Computer network protocol) ,DATA analysis software ,STATISTICAL models ,DESCRIPTIVE statistics - Abstract
Background: In Traditional Chinese Medicine (TCM), the lip diagnosis is an important diagnostic method which has a long history and is applied widely. The lip color of a person is considered as a symptom to reflect the physical conditions of organs in the body. However, the traditional diagnostic approach is mainly based on observation by doctor’s nude eyes, which is non-quantitative and subjective. The non-quantitative approach largely depends on the doctor’s experience and influences accurate the diagnosis and treatment in TCM. Developing new quantification methods to identify the exact syndrome based on the lip diagnosis of TCM becomes urgent and important. In this paper, we design a computer-assisted classification model to provide an automatic and quantitative approach for the diagnosis of TCM based on the lip images. Methods: A computer-assisted classification method is designed and applied for syndrome diagnosis based on the lip images. Our purpose is to classify the lip images into four groups: deep-red, red, purple and pale. The proposed scheme consists of four steps including the lip image preprocessing, image feature extraction, feature selection and classification. The extracted 84 features contain the lip color space component, texture and moment features. Feature subset selection is performed by using SVM-RFE (Support Vector Machine with recursive feature elimination), mRMR (minimum Redundancy Maximum Relevance) and IG (information gain). Classification model is constructed based on the collected lip image features using multi-class SVM and Weighted multi-class SVM (WSVM). In addition, we compare SVM with k-nearest neighbor (kNN) algorithm, Multiple Asymmetric Partial Least Squares Classifier (MAPLSC) and Naïve Bayes for the diagnosis performance comparison. All displayed faces image have obtained consent from the participants. Results: A total of 257 lip images are collected for the modeling of lip diagnosis in TCM. The feature selection method SVM-RFE selects 9 important features which are composed of 5 color component features, 3 texture features and 1 moment feature. SVM, MAPLSC, Naïve Bayes, kNN showed better classification results based on the 9 selected features than the results obtained from all the 84 features. The total classification accuracy of the five methods is 84%, 81%, 79% and 81%, 77%, respectively. So SVM achieves the best classification accuracy. The classification accuracy of SVM is 81%, 71%, 89% and 86% on Deep-red, Pale Purple, Red and lip image models, respectively. While with the feature selection algorithm mRMR and IG, the total classification accuracy of WSVM achieves the best classification accuracy. Therefore, the results show that the system can achieve best classification accuracy combined with SVM classifiers and SVM-REF feature selection algorithm. Conclusions: A diagnostic system is proposed, which firstly segments the lip from the original facial image based on the Chan-Vese level set model and Otsu method, then extracts three kinds of features (color space features, Haralick co-occurrence features and Zernike moment features) on the lip image. Meanwhile, SVM-REF is adopted to select the optimal features. Finally, SVM is applied to classify the four classes. Besides, we also compare different feature selection algorithms and classifiers to verify our system. So the developed automatic and quantitative diagnosis system of TCM is effective to distinguish four lip image classes: Deep-red, Purple, Red and Pale. This study puts forward a new method and idea for the quantitative examination on lip diagnosis of TCM, as well as provides a template for objective diagnosis in TCM. [ABSTRACT FROM AUTHOR]
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- 2012
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19. Relationship and prognostic significance of SPARC and VEGF protein expression in colon cancer.
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Jian-fang Liang, Hong-kun Wang, Hong Xiao, Ning Li, Cai-xia Cheng, Yu-ze Zhao, Yan-bo Ma, Jian-zhong Gao, Rui-bing Bai, and Hui-xia Zheng
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CANCER research ,CANCER prognosis ,CANCER treatment ,COLON cancer ,NEOVASCULARIZATION ,CANCER invasiveness ,IMMUNOHISTOCHEMISTRY ,CLINICAL pathology ,LYMPH nodes - Abstract
Background: SPARC (secreted protein, acidic and rich in cysteine) is closely related with the progress, invasion and metastasis of malignant tumor and angiogenesis. Methods: Using human colon adenocarcinoma tissues (hereinafter referred to as colon cancer) and their corresponding non-diseased colon from 114 patients' biopsies, the expression of SPARC and vascular endothelial growth factor (VEGF) were investigated by immunohistochemistry staining to assessment the relationship between SPARC and VEGF, as well as their prognostic significance in patients. Evaluation of VEGF expression level with the same tissues was used to establish the antigenic profiles, and the marker of CD34 staining was used as an indicator of microvessel density (MVD). Results: SPARC expression was mainly in the stromal cells surrounding the colon cancer, and was significant difference in those tissues with the lymph node metastasis and differentiation degree of tumor. Expression of SPARC was significantly correlated with the expression of VEGF and MVD in colon cancer tissues. Patients with low or absence expressing SPARC had significantly worse overall survival and disease-free survival in a Single Factor Analysis; Cox Regression Analysis, SPARC emerged as an overall survival and disease-free survival independent prognostic factor for colon cancer. Conclusion: The low expression or absence of stromal SPARC was an independent prognostic factor for poor prognosis of colon cancer. SPARC maybe involved in the regulation of anti-angiogenesis by which it may serve as a novel target for colon cancer treatment as well as a novel distinctive marker. [ABSTRACT FROM AUTHOR]
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- 2010
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20. Effect of aerobic exercise and low carbohydrate diet on pre-diabetic non-alcoholic fatty liver disease in postmenopausal women and middle aged men – the role of gut microbiota composition: study protocol for the AELC randomized controlled trial
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Liu, Wu Yi, Lu, Da Jiang, Du, Xia Ming, Sun, Jian Qin, Ge, Jun, Wang, Ren Wei, Wang, Ru, Zou, Jun, Xu, Chang, Ren, Jie, Wen, Xin Fei, Liu, Yang, Cheng, Shu Mei, Tan, Xiao, Pekkala, Satu, Munukka, Eveliina, Wiklund, Petri, Chen, Yan Qiu, Gu, Qing, Xia, Zheng Chang, Liu, Jun Jun, Liu, Wen Bin, Chen, Xue Bo, Zhang, Yi Min, Li, Rui, Borra, Ronald J H, Yao, Jia Xin, Chen, Pei Jie, and Cheng, Sulin
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Liver fat content ,Glucose metabolism ,Lipid metabolism ,Gut microbiota ,Metabonomics ,Human ,Clinical setting - Abstract
Background: Pre-diabetes and non-alcoholic fatty liver disease (NAFLD) are associated with an unhealthy lifestyle and pose extremely high costs to the healthcare system. In this study, we aim to explore whether individualized aerobic exercise (AEx) and low carbohydrate diet (LCh) intervention affect hepatic fat content (HFC) in pre-diabetes via modification of gut microbiota composition and other post-interventional effects. Methods/design A 6-month randomized intervention with 6-month follow-up is conducted from January 2013 to December 2015. The target sample size for intervention is 200 postmenopausal women and middle-aged men aged 50–65 year-old with pre-diabetes and NAFLD. The qualified subjects are randomized into 4 groups with 50 subjects in each group: 1 = AEx, 2 = LCh, 3 = AEx + LCh, and 4 = control. In addition, two age-matched reference groups (5 = pre-diabetes without NAFLD (n = 50) and 6 = Healthy without pre-diabetes or NAFLD (n = 50)) are included. The exercise program consists of progressive and variable aerobic exercise (intensity of 60 to 75% of initial fitness level, 3–5 times/week and 30–60 min/time). The diet program includes dietary consultation plus supplementation with a special lunch meal (40% of total energy intake/day) which aims to reduce the amount of carbohydrate consumption (30%). The control and reference groups are advised to maintain their habitual habits during the intervention. The primary outcome measures are HFC, serum metabolomics and gut microbiota composition. The secondary outcome measures include body composition and cytokines. In addition, socio-psychological aspects, social support, physical activity and diet will be performed by means of questionnaire and interview. Discussion Specific individualized exercise and diet intervention in this study offers a more efficient approach for liver fat reduction and diabetes prevention via modification of gut microbiota composition. Besides, the study explores the importance of incorporating fitness assessment and exercise in the management of patients with pre-diabetes and fatty liver disorders. If our program is shown to be effective, it will open new strategies to combat these chronic diseases. Trial registration Current Controlled Trials: ISRCTN42622771.
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- 2014
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21. Validation of the Oxford classification of IgA nephropathy for pediatric patients from China.
- Author
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Le W, Zeng CH, Liu Z, Liu D, Yang Q, Lin RX, Xia ZK, Fan ZM, Zhu G, Wu Y, Xu H, Zhai Y, Ding Y, Yang X, Liang S, Chen H, Xu F, Huang Q, Shen H, Wang J, Fogo AB, and Liu ZH
- Subjects
- Adolescent, Atrophy, Child, Child, Preschool, China epidemiology, Female, Fibrosis, Follow-Up Studies, Glomerulonephritis, IGA diagnosis, Glomerulosclerosis, Focal Segmental diagnosis, Glomerulosclerosis, Focal Segmental epidemiology, Humans, Kidney Tubules pathology, Male, Glomerulonephritis, IGA classification, Glomerulonephritis, IGA epidemiology
- Abstract
Background: The Oxford classification of IgA nephropathy (IgAN) provides a useful tool for prediction of renal prognosis. However, the application of this classification in children with IgAN needs validation in different patient populations., Methods: A total of 218 children with IgAN from 7 renal centers in China were enrolled. The inclusion criteria was similar to the original Oxford study., Results: There were 98 patients (45%) with mesangial proliferation (M1), 51 patients (23%) with endocapillary proliferation (E1), 136 patients (62%) with segmental sclerosis/adhesion lesion (S1), 13 patients (6%) with moderate tubulointerstitial fibrosis (T1 26-50% of cortex scarred), and only 2 patients (1%) with severe tubulointerstitial fibrosis (T2, >50% of cortex scarred). During a median follow-up duration of 56 months, 24 children (12.4%) developed ESRD or 50% decline in renal function. In univariate COX analysis, we found that tubular atrophy/interstitial fibrosis (HR 4.3, 95%CI 1.8-10.5, P < 0.001) and segmental glomerulosclerosis (HR 9.2 1.2-68.6, P = 0.03) were significant predictors of renal outcome. However, mesangial hypercellularity, endocapillary proliferation, crescents, and necrosis were not associated with renal prognosis. In the multivariate COX regression model, none of these pathologic lesions were shown to be independent risk factors of unfavorable renal outcome except for tubular atrophy/interstitial fibrosis (HR 2.9, 95%CI 1.0-7.9 P = 0.04)., Conclusions: We confirmed tubular atrophy/interstitial fibrosis was the only feature independently associated with renal outcomes in Chinese children with IgAN.
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- 2012
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22. NSMAP: a method for spliced isoforms identification and quantification from RNA-Seq.
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Xia Z, Wen J, Chang CC, and Zhou X
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- Base Sequence, Gene Expression Profiling methods, Humans, Oligonucleotide Probes metabolism, Protein Isoforms chemistry, Protein Isoforms genetics, Protein Isoforms metabolism, RNA Splicing, Alternative Splicing, Models, Genetic, Protein Isoforms isolation & purification, RNA, Messenger genetics, Sequence Analysis, RNA methods, Software
- Abstract
Background: The development of techniques for sequencing the messenger RNA (RNA-Seq) enables it to study the biological mechanisms such as alternative splicing and gene expression regulation more deeply and accurately. Most existing methods employ RNA-Seq to quantify the expression levels of already annotated isoforms from the reference genome. However, the current reference genome is very incomplete due to the complexity of the transcriptome which hiders the comprehensive investigation of transcriptome using RNA-Seq. Novel study on isoform inference and estimation purely from RNA-Seq without annotation information is desirable., Results: A Nonnegativity and Sparsity constrained Maximum APosteriori (NSMAP) model has been proposed to estimate the expression levels of isoforms from RNA-Seq data without the annotation information. In contrast to previous methods, NSMAP performs identification of the structures of expressed isoforms and estimation of the expression levels of those expressed isoforms simultaneously, which enables better identification of isoforms. In the simulations parameterized by two real RNA-Seq data sets, more than 77% expressed isoforms are correctly identified and quantified. Then, we apply NSMAP on two RNA-Seq data sets of myelodysplastic syndromes (MDS) samples and one normal sample in order to identify differentially expressed known and novel isoforms in MDS disease., Conclusions: NSMAP provides a good strategy to identify and quantify novel isoforms without the knowledge of annotated reference genome which can further realize the potential of RNA-Seq technique in transcriptome analysis. NSMAP package is freely available at https://sites.google.com/site/nsmapforrnaseq.
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- 2011
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23. Semi-supervised drug-protein interaction prediction from heterogeneous biological spaces.
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Xia Z, Wu LY, Zhou X, and Wong ST
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- Databases, Genetic, Drug Discovery, Genome, Human, Humans, Sequence Analysis, Systems Biology, Artificial Intelligence, Drug Interactions, Protein Interaction Mapping, Systems Integration
- Abstract
Background: Predicting drug-protein interactions from heterogeneous biological data sources is a key step for in silico drug discovery. The difficulty of this prediction task lies in the rarity of known drug-protein interactions and myriad unknown interactions to be predicted. To meet this challenge, a manifold regularization semi-supervised learning method is presented to tackle this issue by using labeled and unlabeled information which often generates better results than using the labeled data alone. Furthermore, our semi-supervised learning method integrates known drug-protein interaction network information as well as chemical structure and genomic sequence data., Results: Using the proposed method, we predicted certain drug-protein interactions on the enzyme, ion channel, GPCRs, and nuclear receptor data sets. Some of them are confirmed by the latest publicly available drug targets databases such as KEGG., Conclusions: We report encouraging results of using our method for drug-protein interaction network reconstruction which may shed light on the molecular interaction inference and new uses of marketed drugs.
- Published
- 2010
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