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.Research on the present situation of detection strategies for infectious markers related to transfusion transimission in China
Wei TAN ; Shengyan YING ; Ning CHENG ; Yujun LI ; Xiaoli CHEN ; Fang WANG ; Yang ZHANG ; Xiaojie LIU ; Lin BAO ; Yong DUAN ; Chen MA ; Chunlan LIU ; Dengfeng WANG ; Zhijun ZHEN ; Li LI ; Jian ZHANG ; Ranran LU ; Peng WANG ; Mingxia LI ; Xinli JIN ; Xiaobo CAI ; Mei YU ; Jianling ZHONG ; Lili ZHU ; Jianping LI
Chinese Journal of Experimental and Clinical Virology 2023;37(4):383-388
Objective:To analyze the detection strategy and basic detection situation of markers of infectious diseases transmitted by transfusion in blood testing laboratories of blood stations in China.Methods:Based on the data of practice comparison working party of Blood Stations in Mainland of China from 2017 to 2021, the data on the testing strategies and the basic detection information of the markers for the transmission of infectious diseases through transfusion in the member laboratories of the practice comparison working party of Blood Stations in Mainland of China from 2017 to 2021 were collected, and the situation of the selection for testing markers, testing strategy and the testing method and other relevant aspects were sorted out and analyzed by charts.Results:The selection of the testing markers was consistent, but HTLV testing item was added in some member laboratories. The detection strategy of using two ELISA reagents and one nucleic acid testing (NAT) reagent simultaneously was adopted in 47 member blood stations; 3) NAT method was dominated by mini pool-NAT in member laboratories. The number of members adopting mini-pools of 8 (MP8)-NAT decreased from 17 in 2017 to 14 in 2021, while the number of members adopting mini-pools of 6 (MP6)-NAT increased from 13 in 2017 to 22 in 2021; Roche NAT system accounted for the largest proportion.Conclusions:In order to ensure blood safety and avoid missing detection, the blood stations still adopt the detection strategy of using two ELISA reagents and one nucleic acid testing (NAT) reagent simultaneously; Meanwhile, in order to increase the NAT positive rate, the proportion of mini pool-NAT mainly decreased year by year despite its dominating role, while the proportion of individual donation-NAT increased year by year; NAT method is transiting from mini-pools of 8 (MP8) to mini-pools of 6 (MP6); The proportion of imported NAT system used in NAT laboratory is relatively large.
3.Naoxintong Capsule for Secondary Prevention of Ischemic Stroke: A Multicenter, Randomized, and Placebo-Controlled Trial.
Xiao-Fei YU ; Xu-Ying ZHU ; Can-Xing YUAN ; Dan-Hong WU ; Yu-Wu ZHAO ; Jia-Jun YANG ; Chang-de WANG ; Wei-Wen WU ; Xue-Yuan LIU ; Zhen-Guo LIU ; Zhi-Yu NIE ; Ben-Qiang DENG ; Huan BAO ; Long-Xuan LI ; Chun-Yan WANG ; Hong-Zhi ZHANG ; Jing-Si ZHANG ; Ji-Han HUANG ; Fan GONG ; Ming-Zhe WANG ; Yong-Mei GUO ; Yan SUN ; Ding-Fang CAI
Chinese journal of integrative medicine 2022;28(12):1063-1071
OBJECTIVE:
To examine whether the combination of Naoxintong Capsule with standard care could further reduce the recurrence of ischemic stroke without increasing the risk of severe bleeding.
METHODS:
A total of 23 Chinese medical centers participated in this trial. Adult patients with a history of ischemic stroke were randomly assigned in a 1:1 ratio using a block design to receive either Naoxintong Capsule (1.2 g orally, twice a day) or placebo in addition to standard care. The primary endpoint was recurrence of ischemic stroke within 2 years. Secondary outcomes included myocardial infarction, death due to recurrent ischemic stroke, and all-cause mortality. The safety of drugs was monitored. Results were analyzed using the intention-to-treat principle.
RESULTS:
A total of 2,200 patients were enrolled from March 2015 to March 2016, of whom 143 and 158 in the Naoxintong and placebo groups were lost to follow-up, respectively. Compared with the placebo group, the recurrence rate of ischemic stroke within 2 years was significantly lower in the Naoxintong group [6.5% vs. 9.5%, hazard ratio (HR): 0.665, 95% confidence interval (CI): 0.492-0.899, P=0.008]. The two groups showed no significant differences in the secondary outcomes and safety, including rates of severe hemorrhage, cerebral hemorrhage and subarachnoid hemorrhage (P>0.05).
CONCLUSION
The combination of Naoxintong Capsule with standard care reduced the 2-year stroke recurrence rate in patients with ischemic stroke without increasing the risk of severe hemorrhage in high-risk patients. (Trial registration No. NCT02334969).
Adult
;
Humans
;
Secondary Prevention/methods*
;
Ischemic Stroke
;
Stroke/prevention & control*
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Cerebral Hemorrhage/complications*
;
Double-Blind Method
;
Platelet Aggregation Inhibitors
4.Epidemiological investigation of an adult viral rash caused by coxsackievirus A6
Jun CAO ; Yong XIAO ; Jing BAO ; Qun CAI ; Qi ZHOU ; Chunan YU ; Guangyuan MA
Chinese Journal of Experimental and Clinical Virology 2022;36(1):77-80
Objective:To investigate epidemiological characteristics of a viral rash caused by enterovirus.Methods:Retrospective epidemiological analysis was carried out on the cases who had infections in a company. Throat swab samples were collected to detect 22 kinds of respiratory pathogenic agents’ nucleic acids. Enterovirus VP1 gene was amplified and sequenced.Results:A total of 14 adult cases with skin rash, fever, conjunctival hyperemia and sore throat were reported from February 14 to February 21, 2019 from different departments of the company. The peak of incidence occurred on February 18. There were 4 cases. The clinical features were. Of the 14 cases, 6 were male and 8 were female, male: female ration was 0.75∶1. The average age was 35 years.VP1 sequencing showed that 6 cases had coxsackievirus A6 (CV-A6) infection.Conclusions:Combined with the result of epidemiological investigation and laboratory tests, it can be concluded that the viral rash was caused by enterovirus coxsackievirus A6.
5. Relationship between DEAD-box helicase 5, transcription factor 12 and amyotrophic lateral sclerosis
Bao-Yong LIN ; Jin-Chao XU ; Han-Tao YING ; Bao-Yong LIN ; Jin-Chao XU ; Han-Tao YING ; Xin JIANG ; Huan-Cai LIU ; Qing WANG ; Qiao-Zhen WANG ; Yan-Chun CHEN ; Yan-Chun CHEN
Acta Anatomica Sinica 2021;52(5):698-705
Objective To explore the relationship between the expression of DEAO-box helicase 5(DDX5) and transcription factor 12(TCF12) with amyotrophic lateral sclerosis ( ALS ) hippocampal lesions by detecting the expressions and the interaction of DDX5 and TCF12 in the hippocampus of SOD1-G93A mutant ALS transgenic mice. Methods Forty- two pairs of SOD1-G93A mutant ALS transgenic mice and wild-type mice were divided into three groups at the age of 95 days (early onset stage), 108 days (middle onset stage) and 122 days (late onset stage). RT-PCR, Western blotting and double immunofluorescence labeled technique were used to detect the expressions of DDX5 and TCF12 in the hippocampus. Co-immunoprecipitation assasy was used to detect the interaction between DDX5 and TCF12. Results Compared with the wild-type mice of the same age, DDX5 and TCF12 mRNA in the hippocampus of SOD1-G93A mutant ALS transgenic mice were unchanged, but DDX5 and TCF12 protein were up-regulated significantly at day 95, 108 and 122. DDX5 and TCF12 positive cells were found in both DG area and hippocampus proper, and DDX5 and TCF12 were co-localized with neurons. The immunoreactivities of DDX5 and TCF12 in the hippocampus of SOD1-G93A mutant transgenic mice were elevated compared with wild-type mice at the same time point. Co-immunoprecipitation assasys confirmed that there existed interactions between DDX5 and TCF12 protein. Conclusion DDX5 and TCF12 protein are up-regulated in the hippocampal tissues of SOD1-G93A mutant ALS transgenic mice. The abnormal expressions of DDX5 and TCF12 are involved in the hippocampal lesions of ALS.
6.Combined NMR and HILIC-UPLC-MS/MS Analysis to Detect Metabolic Changes of Urine and Plasma from Rats with TNBS-induced Colitis
Wen LIU ; Yang-wen SUN ; Bao-rong ZOU ; Dan XIAO ; Ying CAI ; De-liang LIU ; Qiong-feng LIAO ; Zhi-yong XIE
Journal of Sun Yat-sen University(Medical Sciences) 2021;42(4):504-512
ObjectiveThe aim of this study was to investigate the variations of endogenous metabolites in the urine and plasma of 2,4,6-trinitro benzene sulfonic acid (TNBS)-induced colitis model rats on the base of untargeted and targeted metabolomics techniques. MethodsA total of 16 male SD rats were randomly and equally divided into control group and model group. The rats in the model group were treated with TNBS enema to establish experimental colitis rat model. The urinary metabolites of rats in the both two groups were detected by employing 1H nuclear magnetic resonance (1H NMR). The levels of amino acids in urine and plasma of above rats were investigated by hydrophilic interaction ultra-high-performance liquid chromatography-tandem mass spectrometry (HILIC-UPLC-MS/MS). Multivariate statistical analysis was combined to analyze the metabolic profile additionally. ResultsCompared with the control group, the 1H NMR results showed that the metabolic profile of urine in the model rats was significantly changed, including increased levels of pyruvate, formate, methylamine and citrate, decreased levels of trimethylamine oxide and malonate (all P < 0.05). Meanwhile, the HILIC-UPLC-MS/MS results indicated that the levels of phenylalanine and histidine were significantly increased in the urine of model rats, the contents of lysine, arginine, phenylalanine, leucine, glycine, tryptophan, proline, histidine and tyrosine were markedly elevated while glutamine, valine, alanine and isoleucine were notably reduced in the plasma of model rats (all P < 0.05). ConclusionsThe metabolic pathways including energy metabolism, amine metabolism and amino acid metabolism were interfered in colitis rats induced by TNBS. The multivariate metabolomics methods based on 1H NMR and HILIC-UPLC-MS/MS revealed the metabolic alterations of urine and plasma in the colitis rats, providing new perspective for the mechanism research of inflammatory bowel disease (IBD) and the exploration of related biomarkers.
7.Large- scale prospective clinical study on prophylactic intervention of COVID-19 in community population using Huoxiang Zhengqi Oral Liquid and Jinhao Jiere Granules.
Bo-Hua YAN ; Zhi-Wei JIANG ; Jie-Ping ZENG ; Jian-Yuan TANG ; Hong DING ; Jie-Lai XIA ; Shao-Rong QIN ; Si-Cen JIN ; Yun LU ; Na ZHANG ; Zhi-Hong WANG ; Hai-Yan LI ; Xiao-Ya SANG ; Li-Na WU ; Shi-Yun TANG ; Yan LI ; Meng-Yao TAO ; Qiao-Ling WANG ; Jun-Dong WANG ; Hong-Yan XIE ; Qi-Yuan CHEN ; Sheng-Wen YANG ; Nian-Shuang HU ; Jian-Qiong YANG ; Xiao-Xia BAO ; Qiong ZHANG ; Xiao-Li YANG ; Chang-Yong JIANG ; Hong-Yan LUO ; Zheng-Hua CAI ; Shu-Guang YU
China Journal of Chinese Materia Medica 2020;45(13):2993-3000
To scientifically evaluate the intervention effect of Chinese medicine preventive administration(combined use of Huo-xiang Zhengqi Oral Liquid and Jinhao Jiere Granules) on community population in the case of coronavirus disease 2019(COVID-19), a large cohort, prospective, randomized, and parallel-controlled clinical study was conducted. Total 22 065 subjects were included and randomly divided into 2 groups. The non-intervention group was given health guidance only, while the traditional Chinese medicine(TCM) intervention group was given two coordinated TCM in addition to health guidance. The medical instructions were as follows. Huoxiang Zhengqi Oral Liquid: oral before meals, 10 mL/time, 2 times/day, a course of 5 days. Jinhao Jiere Granules: dissolve in boiling water and take after meals, 8 g/time, 2 times/day, a course of 5 days, followed up for 14 days, respectively. The study found that with the intake of medication, the incidence rate of TCM intervention group was basically maintained at a low and continuous stable level(0.01%-0.02%), while the non-intervention group showed an overall trend of continuous growth(0.02%-0.18%) from 3 to 14 days. No suspected or confirmed COVID-19 case occurred in either group. There were 2 cases of colds in the TCM intervention group and 26 cases in the non-intervention group. The incidence of colds in the TCM intervention group was significantly lower(P<0.05) than that in the non-intervention group. In the population of 16-60 years old, the incidence rate of non-intervention and intervention groups were 0.01% and 0.25%, respectively. The difference of colds incidence between the two groups was statistically significant(P<0.05). In the population older than 60 years old, they were 0.04% and 0.21%, respectively. The incidence of colds in the non-intervention group was higher than that in the intervention group, but not reaching statistical difference. The protection rate of TCM for the whole population was 91.8%, especially for the population of age 16-60(95.0%). It was suggested that TCM intervention(combined use of Huoxiang Zhengqi Oral Liquid and Jinhao Jiere Granules) could effectively protect community residents against respiratory diseases, such as colds, which was worthy of promotion in the community. In addition, in terms of safety, the incidence of adverse events and adverse reactions in the TCM intervention group was relatively low, which was basically consistent with the drug instructions.
Adolescent
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Adult
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Betacoronavirus
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Coronavirus Infections
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drug therapy
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Drugs, Chinese Herbal
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Humans
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Medicine, Chinese Traditional
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Middle Aged
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Pandemics
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Pneumonia, Viral
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drug therapy
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Prospective Studies
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Young Adult
8.Laparoscopic partial splenectomy guided by precise surgery procedures
Junsheng YANG ; Yongjin BAO ; Weibo CHEN ; Yong YANG ; Huihua CAI ; Yunfei DUAN ; Xuemin CHEN ; Donglin SUN
Chinese Journal of General Surgery 2020;35(3):219-222
Objective:To evaluate partial splenectomy (LPS) in the treatment of benign solid tumors of the spleen.Methods:The clinical data of patients with benign solid tumors of spleen treated by laparoscopy from Jan 2010 to Jun 2018 in the Third Affiliated Hospital of Soochow University was retrospectively analyzed. Patients were divided into LPS group and laparoscopic total splenectomy (LTS) group.Results:There were 21 cases in LPS group and 25 cases in LTS group. Differences between the two groups, operative time, blood loss, transfusion rate, maintenance of drain, postoperative hospital stay, costs, postoperative WBC and platelet count, and postoperative complications such as hemorrhage, fever, splenic fossa effusion, pancreatic fistula, venous thrombosis were statistically insignificant. However, the postoperative incidence of thrombocythemia in the LPS group were significantly lower compared to the LTS group (χ 2 =4.293, P<0.05). Conclusions:Patients with benign solid tumors of the spleen will benefit more from LPS compared to LTS.
9. Effect of Canna edulis Type 3 Resistant Starch in Reducing Body Weight, Serum Lipid and Acute Toxicity
Min-yi QIU ; Xiao-yan JIN ; Cai-juan ZHANG ; Chi ZHANG ; Min WANG ; Yan-bing LU ; Bao-sheng ZHAO ; Yuan ZHANG ; Xue-yong WANG
Chinese Journal of Experimental Traditional Medical Formulae 2019;25(1):149-156
Objective: To evaluate effect of Canna edulis type 3 resistant starch(RS3) on weight loss and lipid reduction in obese hyperlipidemia mice and acute toxicity in mice. Method: KKAy mice were fed with high-fat diet for 20 weeks to establish a hyperlipidemia model and then randomly divided into model group,positive group (4 mg·kg-1), high-dose resistant starch group and low-dose resistant starch group (2,1 g·kg-1).Mice in normal group were fed with standard diet. The medication groups received corresponding drugs by gavage. Normal group and high-fat model group were given equal volume of deionized water. After 8 weeks,mice were put to death. The levels of total cholesterol (TC),triglyceride (TG),high-density lipoprotein cholesterol (HDL-C),low-density lipoprotein cholesterol (LDL-C),aspartate aminotransferase (AST) and alanine aminotransferase (ALT) in serum of mice were measured,and weigh fat mass,fat/body ratio,body fat rate and Lee's index were calculated accurately. The pathological changes of liver and adipose tissue were observed byhematoxylin-eosin (HE). The acute toxicity of RS3 to mice was evaluated by limit test. The mice were continuously observed for 14 days, and the toxicity of mice was recorded. Result: The indicators of high-dose RS3 group were significantly reduced,such as body weight,fat mass,body fat rate,fat/body ratio,Lee's index,and serum TC,TG,LDL-C,AST,ALT levels(P<0.05).Histomorphometric examination showed that the administration of RS3 starch could significantly improve the fatty lesions of liver tissue, and the liver-protecting effect was obvious, which could still inhibit the expansion of fat cells and reduce the accumulation of fat in mice.Among them, the high-dose group wsa better;After the maximum dose of 36 g·kg-1 was administered,no toxic reaction and death occurred in the animals. Conclusion: RS3-type Canna Edulis Resistant Starch has a good effect in reducing body weight and serum lipid,with a better effect in the high-dose group and no toxicity. And the commonly used clinical dose is safe and reliable.
10. Hypoglycemic Mechanism of Ziya Biti Tablet Based on LC-MS Metabolomics Technique
Cai-juan ZHANG ; Xiao-yan JIN ; Min-yi QIU ; Chi ZHANG ; Ling-long LUO ; Min WANG ; Bao-sheng ZHAO ; Xue-yong WANG
Chinese Journal of Experimental Traditional Medical Formulae 2019;25(8):141-147
Objective: To observe the hypoglycemic effect of Uygur medicine Ziya Biti tablet on the type 2 diabetic rats, and analyze the hypoglycemic mechanism based on metabolomic techniques. Method: According to the results of clinical research about different origins of Ziya Biti tablet, the optimal composition was screened out; type 2 diabetic rats were taken as an experimental object in the pharmacodynamic experiments;the control group and model group were given the same dose of normal saline, Ziya Biti bablet group was given 300 mg·kg-1, the metformin group was given 300 mg·kg-1 metformin hydrochloride. The fasting blood and weight changes of the experimental group after the treatment were recorded and compared with normal group; ultra-high performance liquid chromatography-linear ion trap/electrostatic field orbit trap combined-type high resolution mass spectrometry (UHPLC-LTQ/Orbitrap MS) technology was used to conduct the metabolomics analysis on the rat serum, and principal component analysis (PCA), partial least squares discriminant analysis (OPLS-DA) on different groups of rat serum metabolites were performed to identify potential biomarkers. Result:Compared with the model group, the rats in the Uygur medicine Ziya Biti tablet showed a healthy states, and the blood glucose were decreased(P<0.05), which indicated that Uygur medicine Ziya Biti tablet had a certain hypoglycemic effect on type 2 diabetic rats. Eight biomarkers were finally obtained according to the results. Compared with model group, L-valine and propionylcarnitine in the Uygur medicine group were decreased(P<0.05), while sphingosine-1-phosphate, LPC (16:1/0:0), LPC (18:0/0:0), LPC (18:2/0:0), LPC 20:1/0:0), PC (19:0/0:0) were elevated(P<0.05). Conclusion:The experimental results showed that Uygur medicine Ziya Biti tablet can reduce the blood glucose of type 2 diabetic rats and allivate general physiological characteristics. The mechanism of action may be related to the improvement of amino acid metabolism and lipid metabolism.

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