1.An advanced machine learning method for simultaneous breast cancer risk prediction and risk ranking in Chinese population: A prospective cohort and modeling study
Liyuan LIU ; Yong HE ; Chunyu KAO ; Yeye FAN ; Fu YANG ; Fei WANG ; Lixiang YU ; Fei ZHOU ; Yujuan XIANG ; Shuya HUANG ; Chao ZHENG ; Han CAI ; Heling BAO ; Liwen FANG ; Linhong WANG ; Zengjing CHEN ; Zhigang YU
Chinese Medical Journal 2024;137(17):2084-2091
Background::Breast cancer (BC) risk-stratification tools for Asian women that are highly accurate and can provide improved interpretation ability are lacking. We aimed to develop risk-stratification models to predict long- and short-term BC risk among Chinese women and to simultaneously rank potential non-experimental risk factors.Methods::The Breast Cancer Cohort Study in Chinese Women, a large ongoing prospective dynamic cohort study, includes 122,058 women aged 25-70 years old from the eastern part of China. We developed multiple machine-learning risk prediction models using parametric models (penalized logistic regression, bootstrap, and ensemble learning), which were the short-term ensemble penalized logistic regression (EPLR) risk prediction model and the ensemble penalized long-term (EPLT) risk prediction model to estimate BC risk. The models were assessed based on calibration and discrimination, and following this assessment, they were externally validated in new study participants from 2017 to 2020.Results::The AUC values of the short-term EPLR risk prediction model were 0.800 for the internal validation and 0.751 for the external validation set. For the long-term EPLT risk prediction model, the area under the receiver operating characteristic curve was 0.692 and 0.760 in internal and external validations, respectively. The net reclassification improvement index of the EPLT relative to the Gail and the Han Chinese Breast Cancer Prediction Model (HCBCP) models for external validation was 0.193 and 0.233, respectively, indicating that the EPLT model has higher classification accuracy.Conclusions::We developed the EPLR and EPLT models to screen populations with a high risk of developing BC. These can serve as useful tools to aid in risk-stratified screening and BC prevention.
2.2-(2-Phenylethyl)chromones from agarwood of Aquilaria agallocha and their inhibitory activity against KRAS mutant NSCLC
Bao-juan XING ; Yi-fan FU ; He CUI ; Qian ZHOU ; Zhi-kang WANG ; Peng CAO ; Fa-ping BAI ; Xue-ting CAI
Acta Pharmaceutica Sinica 2024;59(9):2519-2528
The 2-(2-phenylethyl)chromones were separated from agarwood of
3.Identification and anti-inflammatory activity of chemical constituents and a pair of new monoterpenoid enantiomers from the fruits of Litsea cubeba
Mei-lin LU ; Wan-feng HUANG ; Yu-ming HE ; Bao-lin WANG ; Fu-hong YUAN ; Ting ZHANG ; Qi-ming PAN ; Xin-ya XU ; Jia HE ; Shan HAN ; Qin-qin WANG ; Shi-lin YANG ; Hong-wei GAO
Acta Pharmaceutica Sinica 2024;59(5):1348-1356
Eighteen compounds were isolated from the methanol extract of the fruits of
4.Expert consensus on rational usage of nebulization treatment on childhood respiratory system diseases.
Han Min LIU ; Zhou FU ; Xiao Bo ZHANG ; Hai Lin ZHANG ; Yi Xiao BAO ; Xing Dong WU ; Yun Xiao SHANG ; De Yu ZHAO ; Shun Ying ZHAO ; Jian Hua ZHANG ; Zhi Min CHEN ; En Mei LIU ; Li DENG ; Chuan He LIU ; Li XIANG ; Ling CAO ; Ying Xue ZOU ; Bao Ping XU ; Xiao Yan DONG ; Yong YIN ; Chuang Li HAO ; Jian Guo HONG
Chinese Journal of Pediatrics 2022;60(4):283-290
5.Correlation and Dynamic Changes between the Polarization of Monocyte-derived Macrophages and HBV DNA in Chronic Hepatitis B
Xiao-tong CHEN ; Jing LIANG ; Xiang-fu LIU ; Yu-rong GU ; Yan-yan ZHANG ; Zhe-bin WU ; Xiu-ting HE ; Yu-bao ZHENG
Journal of Sun Yat-sen University(Medical Sciences) 2022;43(1):86-95
ObjectiveTo investigate the dynamic change of monocyte-derived macrophages (MDMs) in chronic hepatitis B (CHB) during the treatment by ETV or TDF, and the association between the polarization of monocyte-derived macrophages (MDMs) and HBV DNA, HBeAg in CHB. MethodsPeripheral blood of 101 patients with chronic hepatitis B and 20 healthy donors were enrolled. MDMs were purified from 86 patients with CHB and 12 healthy donors by peripheral blood mononuclear cell (PBMC). Flow cytometry was use to analyze the expression of specific markers on polarized macrophages to further evaluate the polarization of MDMs (M1/M2 MDMs), including CD80, HLA-DR, CD163 and CD206. Additionally, qPCR was used to evaluate the mRNA expression of inflammatory factors of MDMs in 15 patients with chronic hepatitis B and 8 healthy controls. ResultsThe proportion of CD163+CD206+MDMs (M2 MDMs) were reduced in patients with CHB (P = 0.030), compared with healthy controls. Correspondingly, the mRNA expression of anti-inflammatory factor, IL-10, decreased significantly (P = 0.040). With the progress of nucleos(t)ide analogs (NAs) therapy, the proportion of CD163+CD206+MDMs (M2 MDMs) increased gradually (P < 0.001), while the proportion of CD80+HLA-DR+MDMs (M1 MDMs) decreased gradually (P = 0.005). In addition, M2 MDMs were negatively associated with both HBeAg (P = 0.019), HBV DNA (P = 0.002), AST (P = 0.048) and ALT (P = 0.030) in patients with CHB. ROC curve analysis showed that CD163+CD206+MDMs (M2 MDMs) had high predicting value for the virologic response of CHB during NA therapy, and could be used to predict undetectable HBV DNA [ROC 95%CI: 0.705 (0.594,0.815)] and HBeAg seroconversion [ROC 95%CI: 0.740 (0.634,0.847)]. ConclusionsThere are dynamic changes of MDMs polarization in patients with CHB during NA therapy, and the negative correlation between the proportion of M2 MDMs and HBV DNA, HBeAg indicates that M2 MDMs could have a high predicting value in the virologic response of CHB during NA therapy.
6.Mori Folium Improves Glucose and Lipid Metabolism Disorders in Rats with Type 2 Diabetes Mellitus by Regulating PI3K/Akt/PPARα/CPT-1 Pathway
Hong-yu DAI ; Jing-kang WANG ; Chen WANG ; Lu SHI ; Yu-hui DUAN ; Yong-cheng AN ; Ying-lan LYU ; Hui-min LI ; Long CHENG ; Chang-hao HE ; Hui-lin ZHANG ; Yan HUANG ; Wan-xin FU ; Zhen-qing LIU ; Bao-sheng ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(7):105-112
ObjectiveTo investigate the effect and mechanism of Mori Folium extract on the glucose and lipid metabolism disorders in the liver of rats with type 2 diabetes mellitus (T2DM) through the phosphatidylinositol 3-kinase/protein kinase B/peroxisome proliferation-activated receptor α/carnitine palmitoyl transferase-1 (PI3K/Akt/PPARα/CPT-1) signaling pathway. MethodThe T2DM model was induced by the high-fat diet combined with the intraperitoneal injection of streptozotocin (STZ). The model rats were randomly divided into a model group, a metformin (0.2 g·kg-1) group, and a Mori Folium water extract (4.0 g·kg-1) group according to blood glucose and body weight. In the 8-week administration, fasting blood glucose was measured at the same time every week. The histomorphological and fat changes in the rat liver were observed by hematoxylin-eosin (HE) staining and oil red O staining. The levels of total cholesterol (TC), triglyceride (TG), low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), alanine aminotransferase (ALT), and aspartate aminotransferase (AST) in the serum were measured by biochemical methods. Western blot (WB) was used to quantitatively detect the protein expression of p-PI3K,PI3K,p-Akt,Akt,PPARα,and CPT-1 in the rat liver. ResultAfter 8-week administration, the blood glucose of rats was higher in the model group than that in the control group (P<0.01), and lower in the Mori Folium water extract group than that in the model group (P<0.01). The results of HE staining showed that the liver tissue structure of the control group was complete, and the hepatocytes were arranged radially around the central vein, while the hepatocyte injury in the model group was obvious. Compared with the model group, the Mori Folium water extract group showed improved vacuolar degeneration and no lesions such as small bile duct hyperplasia. Oil red O staining showed that there was no obvious steatosis and necrosis in the hepatocytes of rats in the control group, and no lipid droplets in the hepatocytes were observed, while the model group showed increased lipid droplets. Mori Folium significantly reduced the lipid droplets in the liver. Biochemical analysis showed that the levels of TC, TG, LDL-C, AST, and ALT in the model group were significantly higher than those in control group (P<0.01). The levels of TC, TG, LDL-C, AST, and ALT in the Mori Folium water extract group were significantly lower than those in the model group (P<0.05,P<0.01). WB showed that the protein expression of p-PI3K/PI3K, p-Akt/Akt, PPARα, and CPT-1 in the model group were lower than those in the control group (P<0.01). Mori Folium water extract could increase the protein expression of p-PI3K/PI3K, p-Akt/Akt, PPARα, and CPT-1 (P<0.05 or P<0.01). ConclusionThe hypoglycemic mechanism of Mori Folium water extract may be related to the regulation of the PI3K/Akt/PPARα/CPT-1 signaling pathway.
7.Electronic cigarette use among adolescents in Ningxia Hui Autonomous Region
LI Yan Ni ; GUAN Su Zhen ; HE Bao Fu ; MA Yu Qin
Journal of Preventive Medicine 2021;33(3):259-263
Objective:
To investigate the status of electronic cigarette use among adolescents in Ningxia Hui Autonomous Region, and to provide evidence for tobacco control in adolescents.
Methods:
Based on the 2019 National Youth Tobacco Epidemic Monitoring Program, multistage proportional sampling method was used to select middle school students from Ningxia Hui Autonomous Region. A questionnaire revised by Chinese CDC was used to collect the general information, the cognition and use of electronic cigarettes, and the access to advertising of electronic cigarettes and related products.
Results:
Totally 9 019 questionnaires were distributed, 8 401 valid ones were recovered, and the response rate was 93.2%. The rates of electronic cigarette use and attempt among students were 4.3% and 13.4%. The rates of electronic cigarette use and attempt in male students were 7.7% and 22.9%, which were higher than that in female students (0.8% and 3.8%, P<0.05) . The rates of electronic cigarette use and attempt varied in different schools ( P<0.05 ), which were higher in vocational high school students ( 11.5% and 26.8% ). Among 246 students who used electronic cigarettes, 30.1% did not thought electronic cigarettes contained nicotine, while 60.2% did not know whether electronic cigarettes contain nicotine. In the past 30 days, 27.0% of the students had seen the advertisements of electronic cigarettes and related products, mainly through TV, store, supermarket, convenience store, grocery store, electronic cigarette experience store or retail store.
Conclusions
The rates of electronic cigarette use and attempt among adolescents in Ningxia Hui Autonomous Region are 4.3% and 13.4%. Boys and vocational high school students have higher rates. Students generally know electronic cigarette and have more access to it.
8.A double-blind, double-dummy, randomized controlled, multicenter trial of 99Tc-methylene diphosphonate in patients with moderate to severe rheumatoid arthritis.
Qiong FU ; Ping FENG ; Ling-Yun SUN ; Xiao-Xia ZUO ; Dong-Bao ZHAO ; Dong-Yi HE ; Hua-Xiang WU ; Wei ZHANG ; Wei ZHANG ; Fang DU ; Chun-De BAO
Chinese Medical Journal 2021;134(12):1457-1464
BACKGROUND:
Clinical observational studies revealed that 99Tc-methylene diphosphonate (99Tc-MDP) could reduce joint pain and swollenness in rheumatoid arthritis (RA) patients. This multicenter, randomized, double-blind, double-dummy study aimed to evaluate the effects of 99Tc-MDP plus methotrexate (MTX) vs. MTX alone or 99Tc-MDP alone on disease activity and structural damage in MTX-naïve Chinese patients with moderate to severe RA.
METHODS:
Eligible patients with moderate to severely active RA were randomized to receive 99Tc-MDP plus MTX (n = 59) vs. MTX (n = 59) alone or 99Tc-MDP (n = 59) alone for 48 weeks from six study sites across four provinces in China. The primary outcomes were the American College of Rheumatology 20% improvement (ACR20) response rates at week 24 and changes in modified total Sharp score at week 48.
RESULTS:
At week 24, the proportion of participants achieving ACR20 was significantly higher in the MTX + 99Tc-MDP combination group (69.5%) than that in the MTX group (50.8%) or 99Tc-MDP group (47.5%) (P = 0.03 for MTX + 99Tc-MDP vs. MTX, and MTX + 99Tc-MDP vs.99Tc-MDP, respectively). The participants in the MTX + 99Tc-MDP group and the 99Tc-MDP group had significantly less important radiographic progression than the participants in the MTX group over the 48 weeks (MTX + 99Tc-MDP vs. MTX: P = 0.03, 99Tc-MDP vs. MTX: P = 0.03, respectively). There was no significant difference in terms of adverse events (AEs) among the groups. No serious AEs were observed.
CONCLUSIONS:
This study demonstrated that the combination of 99Tc-MDP with MTX inhibited structural damage and improved disease activity in RA patients compared with MTX and 99Tc-MDP monotherapies, without increasing the rate of AEs. Additional clinical studies of 99Tc-MDP therapy in patients with RA are warranted.
TRIAL REGISTRATION
Chictr.org, ChiCTR-IPR-14005684; http://www.chictr.org.cn/showproj.aspx?proj=10088.
Antirheumatic Agents/therapeutic use*
;
Arthritis, Rheumatoid/drug therapy*
;
China
;
Diphosphonates
;
Double-Blind Method
;
Drug Therapy, Combination
;
Humans
;
Methotrexate/therapeutic use*
;
Technetium/therapeutic use*
;
Treatment Outcome
9.Tandem expression of the major epitope domains of the Moschus chrysogaster hemorrhagic disease virus VP60 and its protective efficacy to rabbits.
Shijun BAO ; Jinyan ZHANG ; Jian HE ; Yangyang ZHANG ; Xiaoyong XING ; Fengqin WEN ; Xiaoping FU ; Xiaochun WU
Chinese Journal of Biotechnology 2020;36(8):1536-1545
Moschus chrysogaster (sifanicus) viral hemorrhagic disease (McVHD) is an acute and highly lethal infectious disease caused by Moschus chrysogaster hemorrhagic disease virus (McHDV) whose genome sequence is highly homologous with rabbit hemorrhagic disease virus. To screen the protective antigen of McHDV and set the basis for study of McVHD vaccine, the antigen epitope of major structural protein VP60 of McHDV was analyzed, and the specific primers were designed to obtain three amplified DNA sequences encoding the main antigen epitope of VP60 from McHDV by using RT-PCR. Then the three DNA fragments were sequenced and cloned to prokaryotic expression vector with pET-28a(+) by using overlap extension PCR, and finally the prokaryotic expression plasmid pET-truncated-VP60 was constructed. Subsequently, the pET-truncated-VP60 was transformed into Escherichia coli BL21(DE3), and the recombinant proteins were expressed by IPTG induction. Finally, the expressed protein was purified and applied to immunize that without immunizing with RHD vaccine, then the antiserum titers were evaluated by the hemagglutination inhibition test, and the immune-protective efficacy of the recombinant proteins was observed and analyzed through animal challenge test. The results showed that the multi-epitope DNA fragments of VP60 of McHDV was successfully expressed in the form of inclusion bodies in E. coli, and the relative molecular weight of recombinant proteins is about 45 kDa. After immunized with the recombinant proteins, 100% of New Zealand white rabbits were resistant to attack of McHDV, which indicates efficient immune-protective efficacy of chosen epitope recombinant protein. The study laid a foundation for the development of the new subunit vaccines of McVHD.
10.Clinical Characteristics and Bone Marrow Histopathology Features in Essential Thrombocythaemia Patients with Different Gene Mutation in China.
Xiu-Peng YE ; Rong WANG ; Quan-Gui WANG ; Yan WANG ; Jian-Fu ZHANG ; Chun QIAO ; Hong-Juan LIU ; Ke-Danmu Aierken AI ; Xing-Xing CHAI ; Xing-Yu LU ; Xiao-Qing LIU ; Lang CHEN ; Zheng-Yuan LIU ; Ye-Qiong LI ; Chun-Yu ZHANG ; Fang LI ; Guang-Sheng HE ; Shen BAO
Journal of Experimental Hematology 2020;28(4):1326-1331
OBJECTIVE:
To investigate the clinical characteristics, laboratorial and bone marrow pathological features of primary thrombocytopenia (ET) patients with different mutations of CALR, JAK2 and MPL genes.
METHODS:
The chinical data of 120 cases of ET in Jiangsu provincial people's hospital/ The First Affiliated Hospital of Nanjing Medical University from January 2015 to December 2017 were collected and analyzed, including 76 cases with JAK2 gene mutation, 40 cases with CALR gene mutation, 2 cases with MPL gene mutations, 2 cases without gene mutation.
RESULTS:
Among the ET patients, compared with the JAK2 gene mutation, CALR gene mutation showed statistically significant deareament of white blood cells and hemoglobin (P=0.001, P=0.01) and the male platelets in CALR group showed significant increament (P=0.04). Fourthermore, the average number of megakaryocytes and its cluster numbers in each hight power field of vision showed statistically significant decreament in CALR group as compared with JAK2 group (P=0.001, P=0.001), and thrombotic events in CALR group were signicantly lower than those in JAK2 group (7.5% vs 18.4%) (P=0.03).
CONCLUSION
Mutations of CALR, JAK2 have different clinical characteristics and blood pathological changes of Chinese ET patients, and their clinical significance is worth to explore.
Bone Marrow
;
Calreticulin
;
genetics
;
China
;
Humans
;
Janus Kinase 2
;
genetics
;
Male
;
Mutation
;
Receptors, Thrombopoietin
;
genetics
;
Thrombocythemia, Essential


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