1.Metabolomic study of the improvement of nitazoxanide on Western-diet induced hepatic steatosis in ApoE-/- mice
Hu-tai-long ZHU ; Xiao-fan CHENG ; Xin GUO ; Le CHANG ; Yin-di ZHAO ; Shang-ze WU ; De-li DONG
Acta Pharmaceutica Sinica 2024;59(9):2529-2538
Nitazoxanide is an FDA-approved antiprotozoal drug. Our previous study found that oral administration of nitazoxanide inhibited Western diet (WD)-induced hepatic steatosis in ApoE-/- mice. However, the specific mechanism remains to be elucidated. In the present study, we performed an untargeted metabolomics approach to reveal the effect of nitazoxanide on the liver metabolic profiles in WD-fed ApoE-/- mice, and carried out the cellular experiments to elucidate the underlying mechanisms. UPLC-MS-based untargeted metabolomics analysis was used to investigate the effect of nitazoxanide on global metabolite changes in liver tissues. The differential metabolites were screened for enrichment analysis and pathway analysis. Hepatocytes were treated with tizoxanide, the metabolite of nitazoxanide, to investigate the underlying mechanism based on the findings in metabolomics study. The improvement of liver lipid metabolism disorders by nitazoxanide treatment in WD-fed ApoE-/- mice was mainly through regulating glycerophospholipid metabolism,
2.Artificial intelligence predicts direct-acting antivirals failure among hepatitis C virus patients: A nationwide hepatitis C virus registry program
Ming-Ying LU ; Chung-Feng HUANG ; Chao-Hung HUNG ; Chi‐Ming TAI ; Lein-Ray MO ; Hsing-Tao KUO ; Kuo-Chih TSENG ; Ching-Chu LO ; Ming-Jong BAIR ; Szu-Jen WANG ; Jee-Fu HUANG ; Ming-Lun YEH ; Chun-Ting CHEN ; Ming-Chang TSAI ; Chien-Wei HUANG ; Pei-Lun LEE ; Tzeng-Hue YANG ; Yi-Hsiang HUANG ; Lee-Won CHONG ; Chien-Lin CHEN ; Chi-Chieh YANG ; Sheng‐Shun YANG ; Pin-Nan CHENG ; Tsai-Yuan HSIEH ; Jui-Ting HU ; Wen-Chih WU ; Chien-Yu CHENG ; Guei-Ying CHEN ; Guo-Xiong ZHOU ; Wei-Lun TSAI ; Chien-Neng KAO ; Chih-Lang LIN ; Chia-Chi WANG ; Ta-Ya LIN ; Chih‐Lin LIN ; Wei-Wen SU ; Tzong-Hsi LEE ; Te-Sheng CHANG ; Chun-Jen LIU ; Chia-Yen DAI ; Jia-Horng KAO ; Han-Chieh LIN ; Wan-Long CHUANG ; Cheng-Yuan PENG ; Chun-Wei- TSAI ; Chi-Yi CHEN ; Ming-Lung YU ;
Clinical and Molecular Hepatology 2024;30(1):64-79
Background/Aims:
Despite the high efficacy of direct-acting antivirals (DAAs), approximately 1–3% of hepatitis C virus (HCV) patients fail to achieve a sustained virological response. We conducted a nationwide study to investigate risk factors associated with DAA treatment failure. Machine-learning algorithms have been applied to discriminate subjects who may fail to respond to DAA therapy.
Methods:
We analyzed the Taiwan HCV Registry Program database to explore predictors of DAA failure in HCV patients. Fifty-five host and virological features were assessed using multivariate logistic regression, decision tree, random forest, eXtreme Gradient Boosting (XGBoost), and artificial neural network. The primary outcome was undetectable HCV RNA at 12 weeks after the end of treatment.
Results:
The training (n=23,955) and validation (n=10,346) datasets had similar baseline demographics, with an overall DAA failure rate of 1.6% (n=538). Multivariate logistic regression analysis revealed that liver cirrhosis, hepatocellular carcinoma, poor DAA adherence, and higher hemoglobin A1c were significantly associated with virological failure. XGBoost outperformed the other algorithms and logistic regression models, with an area under the receiver operating characteristic curve of 1.000 in the training dataset and 0.803 in the validation dataset. The top five predictors of treatment failure were HCV RNA, body mass index, α-fetoprotein, platelets, and FIB-4 index. The accuracy, sensitivity, specificity, positive predictive value, and negative predictive value of the XGBoost model (cutoff value=0.5) were 99.5%, 69.7%, 99.9%, 97.4%, and 99.5%, respectively, for the entire dataset.
Conclusions
Machine learning algorithms effectively provide risk stratification for DAA failure and additional information on the factors associated with DAA failure.
3.Incidence of extrauterine growth retardation and its risk factors in very preterm infants during hospitalization: a multicenter prospective study.
Wei SHEN ; Zhi ZHENG ; Xin-Zhu LIN ; Fan WU ; Qian-Xin TIAN ; Qi-Liang CUI ; Yuan YUAN ; Ling REN ; Jian MAO ; Bi-Zhen SHI ; Yu-Mei WANG ; Ling LIU ; Jing-Hui ZHANG ; Yan-Mei CHANG ; Xiao-Mei TONG ; Yan ZHU ; Rong ZHANG ; Xiu-Zhen YE ; Jing-Jing ZOU ; Huai-Yu LI ; Bao-Yin ZHAO ; Yin-Ping QIU ; Shu-Hua LIU ; Li MA ; Ying XU ; Rui CHENG ; Wen-Li ZHOU ; Hui WU ; Zhi-Yong LIU ; Dong-Mei CHEN ; Jin-Zhi GAO ; Jing LIU ; Ling CHEN ; Cong LI ; Chun-Yan YANG ; Ping XU ; Ya-Yu ZHANG ; Si-Le HU ; Hua MEI ; Zu-Ming YANG ; Zong-Tai FENG ; San-Nan WANG ; Er-Yan MENG ; Li-Hong SHANG ; Fa-Lin XU ; Shao-Ping OU ; Rong JU
Chinese Journal of Contemporary Pediatrics 2022;24(2):132-140
OBJECTIVES:
To investigate the incidence of extrauterine growth retardation (EUGR) and its risk factors in very preterm infants (VPIs) during hospitalization in China.
METHODS:
A prospective multicenter study was performed on the medical data of 2 514 VPIs who were hospitalized in the department of neonatology in 28 hospitals from 7 areas of China between September 2019 and December 2020. According to the presence or absence of EUGR based on the evaluation of body weight at the corrected gestational age of 36 weeks or at discharge, the VPIs were classified to two groups: EUGR group (n=1 189) and non-EUGR (n=1 325). The clinical features were compared between the two groups, and the incidence of EUGR and risk factors for EUGR were examined.
RESULTS:
The incidence of EUGR was 47.30% (1 189/2 514) evaluated by weight. The multivariate logistic regression analysis showed that higher weight growth velocity after regaining birth weight and higher cumulative calorie intake during the first week of hospitalization were protective factors against EUGR (P<0.05), while small-for-gestational-age birth, prolonged time to the initiation of total enteral feeding, prolonged cumulative fasting time, lower breast milk intake before starting human milk fortifiers, prolonged time to the initiation of full fortified feeding, and moderate-to-severe bronchopulmonary dysplasia were risk factors for EUGR (P<0.05).
CONCLUSIONS
It is crucial to reduce the incidence of EUGR by achieving total enteral feeding as early as possible, strengthening breastfeeding, increasing calorie intake in the first week after birth, improving the velocity of weight gain, and preventing moderate-severe bronchopulmonary dysplasia in VPIs.
Female
;
Fetal Growth Retardation
;
Gestational Age
;
Hospitalization
;
Humans
;
Incidence
;
Infant
;
Infant, Newborn
;
Infant, Premature
;
Infant, Very Low Birth Weight
;
Prospective Studies
;
Risk Factors
4.Prostate health index for the diagnosis of prostate cancer in Asians in Macau with a PSA level of 4-10 μg/L.
Kei-Neng CHANG ; Feng HU ; Wei ZHENG ; Weng-Wai KWAN ; I P IAM-TING ; Satish SHRESTHA ; Tai-Ip CHAN
National Journal of Andrology 2021;27(9):803-808
Objective:
To evaluate the prostate health index (PHI) as a tool for the diagnosis of PCa with a PSA level of 4-10 μg/L and determine the best cut-off value of PHI.
METHODS:
Fifty-eight patients with a PSA level of 4-10 μg/L underwent transrectal ultrasound-guided prostatic biopsy in our hospital between April 2017 and June 2019. We constructed receiver operating characteristic (ROC) curves for the relationship of the biopsy results with the level of PSA, the ratio of [-2] proPSA to fPSA and PHI, and calculated the area under the ROC curves (AUC).
RESULTS:
Prostatic biopsy revealed 18 cases of PCa in the 58 patients (31.0%). Statistically significant differences were observed between the PCa and non-PCa groups in [-2] proPSA, %[-2] proPSA and PHI, but not in tPSA, % fPSA and PSA-density. The AUCs of PSA, % fPSA, PSA-density, [-2] proPSA, %[-2] proPSA and PHI were 0.556, 0.407, 0.533, 0.746, 0.751 and 0.774, respectively. The specificity of PHI was 27.50% (95% CI: 14.6%-43.9%), the highest among the above predictors at 90% sensitivity. By applying PHI to this cohort, 13 cases (22.4%) of unnecessary biopsy could be avoided.
CONCLUSIONS
The application of PHI can increase the accuracy of PCa prediction and reduce unnecessary prostatic biopsy.、.
Asians
;
Humans
;
Macau
;
Male
;
Prostate
;
Prostate-Specific Antigen
;
Prostatic Neoplasms/diagnosis*
5. Comparison of heart failure and 2019 novel coronavirus pneumonia in chest CT features and clinical characteristics
Zhaowei ZHU ; Jianjun TANG ; Xiangping CHAI ; Zhenfei FANG ; Qiming LIU ; Xinqun HU ; Dangyan XU ; Liang TANG ; Shi TAI ; Yuzhi WU ; Shenghua ZHOU
Chinese Journal of Cardiology 2020;48(0):E007-E007
Objective:
To identify the characteristics including clinical features and pulmonary computed tomography (CT) features of heart failure and novel coronavirus pneumonia(COVID-19).
Methods:
This study was a retrospective study. A total of 7 patients with Heart failure and 12 patients with COVID-19 in the Second Xiangya Hospital of Central South University between December 1, 2019 and February 15, 2020 were enrolled. The baseline clinical and imaging features of the two groups were statistically analyzed.
Results:
There was no significant difference in age and sex between the two groups, but the incidence of epidemiological contact history, fever or respiratory symptoms in the COVID-19 group was significantly higher than that in the heart failure group (12/12 vs. 2/7,
6. Comparison of chest CT images between confirmed and suspected cases of COVID-19
Rui HU ; Nan HUANG ; Wen CHEN ; Qiang HE ; Liang ZHAO ; Junhua QIU ; Dehong WU ; Can GUO ; Lin XU
Chinese Journal of Radiology 2020;54(0):E015-E015
Objective:
To explore the value of chest CT features and clinical indexes in the differential diagnosis between suspected COVID-19 with two or more negative nucleic acid tests and confirmed COVID-19.
Methods:
The clinical data and chest CT images of 105 cases withconfirmedCOVID-19 (55 males and 50 females, aged from 2 month to 88 years) and 97 cases with suspected COVID-19(59 males and 38 females, aged from 1 month to 93 years) were analyzed retrospectively in Shiyan Taihe Hospital from January 21 to February 10, 2020.
7.Efficacy and safety of the long-acting fusion inhibitor albuvirtide in antiretroviral-experienced adults with human immunodeficiency virus-1: interim analysis of the randomized, controlled, phase 3, non-inferiority TALENT study.
Bin SU ; Cheng YAO ; Qing-Xia ZHAO ; Wei-Ping CAI ; Min WANG ; Hong-Zhou LU ; Yuan-Yuan CHEN ; Li LIU ; Hui WANG ; Yun HE ; Yu-Huang ZHENG ; Ling-Hua LI ; Jin-Feng CHEN ; Jian-Hua YU ; Biao ZHU ; Min ZHAO ; Yong-Tao SUN ; Wen-Hui LUN ; Wei XIA ; Li-Jun SUN ; Li-Li DAI ; Tai-Yi JIANG ; Mei-Xia WANG ; Qing-Shan ZHENG ; Hai-Yan PENG ; Yao WANG ; Rong-Jian LU ; Jian-Hua HU ; Hui XING ; Yi-Ming SHAO ; Dong XIE ; Tong ZHANG ; Fu-Jie ZHANG ; Hao WU
Chinese Medical Journal 2020;133(24):2919-2927
BACKGROUND:
Albuvirtide is a once-weekly injectable human immunodeficiency virus (HIV)-1 fusion inhibitor. We present interim data for a phase 3 trial assessing the safety and efficacy of albuvirtide plus lopinavir-ritonavir in HIV-1-infected adults already treated with antiretroviral drugs.
METHODS:
We carried out a 48-week, randomized, controlled, open-label non-inferiority trial at 12 sites in China. Adults on the World Health Organization (WHO)-recommended first-line treatment for >6 months with a plasma viral load >1000 copies/mL were enrolled and randomly assigned (1:1) to receive albuvirtide (once weekly) plus ritonavir-boosted lopinavir (ABT group) or the WHO-recommended second-line treatment (NRTI group). The primary endpoint was the proportion of patients with a plasma viral load below 50 copies/mL at 48 weeks. Non-inferiority was prespecified with a margin of 12%.
RESULTS:
At the time of analysis, week 24 data were available for 83 and 92 patients, and week 48 data were available for 46 and 50 patients in the albuvirtide and NRTI groups, respectively. At 48 weeks, 80.4% of patients in the ABT group and 66.0% of those in the NRTI group had HIV-1 RNA levels below 50 copies/mL, meeting the criteria for non-inferiority. For the per-protocol population, the superiority of albuvirtide over NRTI was demonstrated. The frequency of grade 3 to 4 adverse events was similar in the two groups; the most common adverse events were diarrhea, upper respiratory tract infections, and grade 3 to 4 increases in triglyceride concentration. Renal function was significantly more impaired at 12 weeks in the patients of the NRTI group who received tenofovir disoproxil fumarate than in those of the ABT group.
CONCLUSIONS:
The TALENT study is the first phase 3 trial of an injectable long-acting HIV drug. This interim analysis indicates that once-weekly albuvirtide in combination with ritonavir-boosted lopinavir is well tolerated and non-inferior to the WHO-recommended second-line regimen in patients with first-line treatment failure.
TRIAL REGISTRATION
ClinicalTrials.gov Identifier: NCT02369965; https://www.clinicaltrials.gov.Chinese Clinical Trial Registry No. ChiCTR-TRC-14004276; http://www.chictr.org.cn/enindex.aspx.
Adult
;
Anti-HIV Agents/adverse effects*
;
Antiretroviral Therapy, Highly Active
;
China
;
Drug Therapy, Combination
;
HIV Infections/drug therapy*
;
HIV-1
;
Humans
;
Maleimides
;
Peptides
;
Ritonavir/therapeutic use*
;
Treatment Outcome
;
Viral Load
8.Comparison of heart failure and COVID-19 in chest CT features and clinical characteristics.
Zhao Wei ZHU ; Jian Jun TANG ; Xiang Ping CHAI ; Zhen Fei FANG ; Qi Ming LIU ; Xin Qun HU ; Dan Yan XU ; Liang TANG ; Shi TAI ; Yu Zhi WU ; Sheng Hua ZHOU
Chinese Journal of Cardiology 2020;48(6):467-471
Objective: To identify the characteristics including clinical features and pulmonary computed tomography (CT) features of heart failure and COVID-19. Methods: This study was a retrospective study. A total of 7 patients with heart failure and 12 patients with COVID-19 in the Second Xiangya Hospital of Central South University between December 1, 2019 and February 15, 2020 were enrolled. The baseline clinical and imaging features of the two groups were statistically analyzed. Results: There was no significant difference in age and sex between the two groups(both P>0.05), but the incidence of epidemiological contact history, fever or respiratory symptoms in the COVID-19 group was significantly higher than that in the heart failure group (12/12 vs. 0, P<0.001; 12/12 vs. 4/7, P=0.013). While the proportion of cardiovascular diseases and impaired cardiac function was significantly less than that of the heart failure group(2/12 vs.7/7, P<0.001;0 vs.7/7, P<0.001). For imaging features, both groups had ground-glass opacity and thickening of interlobular septum, but the ratio of central and gradient distribution was higher in patients with heart failure than that in patients with COVID-19 (4/7 vs. 1/12, P=0.04). In heart failure group, the ratio of the expansion of pulmonary veins was also higher (3/7 vs. 0,P=0.013), and the lung lesions can be significantly improved after effective anti-heart failure treatment. Besides, there were more cases with rounded morphology in COVID-19 group(9/12 vs. 2/7, P=0.048). Conclusions: More patients with COVID-19 have epidemiological history and fever or respiratory symptoms. There are significant differences in chest CT features, such as enlargement of pulmonary veins, lesions distribution and morphology between heart failure and COVID-19.
Betacoronavirus
;
COVID-19
;
Coronavirus Infections/diagnostic imaging*
;
Heart Failure/etiology*
;
Humans
;
Pandemics
;
Pneumonia, Viral/diagnostic imaging*
;
Retrospective Studies
;
SARS-CoV-2
;
Tomography, X-Ray Computed
9.Application of high-content cell imaging system in cell proliferation detection
Li WU ; Yu TAI ; Shan-Shan HU ; Rui WANG ; Mei ZHANG ; Juan TAO ; Wei-Jie ZHOU ; Qing-Tong WANG ; Wei WEI
Chinese Pharmacological Bulletin 2018;34(7):1024-1029
Aim To compare high-content cell imaging system and other methods in detecting cell proliferation, including the traditional thymidine ( 3H-TdR) incorporation method, methyl thiazolyl tetrazolium ( MTT ) method and cell counting kit-8 (CCK-8) method. Methods The fibroblast-like synovial cells (FLS) were used as the study object to observe the sensitivity and stability of FLS proliferation in different methods by using the usual proliferative stimulant tumor necrosis factor-α ( TNF-α) and the known proliferation inhibitor methotrexate at different concentrations. Results The 3H-TdR method and high-content cell imaging could detect a significant inhibitory effect of 1 nmol ·L-1 MTX on FLS cell proliferation, MTT assay and CCK-8 method could detect the significant inhibitory effect of 10 nmol· L-1 MTX on FLS cell proliferation. 3H-TdR method was found to have a large degree of discretization in the data set, with a standard deviation of 32.61% ~61.36% , and the MTT method was 11.9% ~ 17.8% , the CCK-8 method was 17.15% ~32.88% , and the high-content cell imaging system method was 12.66% ~26.54%. Conclusion The method of high-content cell imaging system is more accurate and stable for detecting cell proliferation.
10.Research progress on identification of acute respiratory distress syndrome based on noninvasive parameters
Peng-Cheng YANG ; Guang ZHANG ; Feng CHEN ; Ming YU ; Chun-Chen WANG ; Tai-Hu WU
Chinese Medical Equipment Journal 2018;39(4):92-96,106
The concept and pathogenesis of acute respiratory distress syndrome (ARDS)were introduced,and the methods for identifying ARDS based on noninvasive parameters in recent years were retrospectively reviewed including regression method, nonlinear fitting method and multi parameter method.The above methods had their advantages and disadvantages summarized. It's suggested that multi noninvasive parameters and machine learning algorithms such as neural network, support vector machine and decision tree be involved in model construction to promote PaO2/FiO2assessment based on noninvasive parameters,so that the rapid diagnosis and real-time monitoring of ARDS can be realized based on noninvasive parameters while there were no need for blood gas analysis.

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