1.Prediction of duloxetine blood concentration in patients with depression based on machine learning
Ming QIAO ; Lu JIN ; Yi ZHU ; Junping HU
China Pharmacy 2025;36(6):752-757
OBJECTIVE To provide medication reference for duloxetine use in clinical settings, particularly for patients with depression in primary medical institutions in Xinjiang that lack therapeutic drug monitoring conditions. METHODS The medical records of 281 depression inpatients taking duloxetine in the First Affiliated Hospital of Xinjiang Medical University from January 2022 to December 2023 were retrospectively collected. They were divided into training set (196 cases) and test set (85 cases) in the ratio of 7∶3. Feature selection was performed by encapsulating random forests (RF) with recursive feature elimination. Four machine learning algorithms, namely support vector machine, RF, extreme gradient boosting (XGBoost) and artificial neural network, were used to construct duloxetine blood concentration prediction model. The prediction performance of the models was evaluated and compared by coefficient of determination (R2), mean absolute error (MAE) and root mean squared error (RMSE). The feature of the selected optimal model was explained by Shapley additive explanation method, and the importance ranking of the features and the influence on the prediction results of duloxetine blood concentration were determined. RESULTS A total of 29 characteristic variables were selected, including age, ethnicity, body mass index(BMI), etc. XGBoost showed the highest R2 (0.808), and the lowest MAE (7.644) and RMSE (10.808). The ranking of feature importance for predicting the blood concentration of duloxetine was as follows: BMI>age>other 20 feature sets (including liver and kidney function and biochemical indicators)>daily dosage>comorbidities>combination therapy>ethnicity>white blood cell count>hemoglobin>height. CONCLUSIONS XGBoost model possesses the best prediction performance of duloxetine blood concentration; BMI and age have a greater impact on the prediction of duloxetine blood concentration.
2.Research progress on the chemical constituents,pharmacological mechanisms and clinical application of Jiegeng decoction
Yun HUANG ; Shunwang HUANG ; Jinwei QIAO ; Qian XU ; Xiaoming GAO ; Xuemei BAO ; Manqin YANG ; Ruonan XIE ; Ming CAI
China Pharmacy 2025;36(18):2348-2352
Jiegeng decoction is a classic prescription composed of two Chinese medicinal herbs: Platycodon grandiflorum and Glycyrrhiza uralensis. It has the efficacy of diffusing lung qi, resolving phlegm, relieving sore throat and discharging pus, and is commonly used in the treatment of respiratory diseases such as cough and pharyngodynia. This article reviews the chemical components, pharmacological mechanisms and clinical applications of Jiegeng decoction. It was found that Jiegeng decoction contains triterpenoid saponins, flavonoids, glycosides, acids, and other components, with platycodin D, platycodin D2, glycyrrhizic acid, glycyrrhetinic acid, liquiritin, etc., serving as the main active pharmaceutical ingredients. Jiegeng decoction and its chemical constituents exert anti-inflammatory effects by inhibiting signaling pathways such as nuclear factor-κB and mitogen- activated protein kinases, and demonstrate anti-tumor activities through mechanisms like modulating the tumor immune microenvironment and promoting cancer cell apoptosis. Additionally, it exhibits various pharmacological actions including antibacterial, antiviral, and antioxidant effects. Clinically, Jiegeng decoction, its modified prescription and compound combinations are widely used in the treatment of respiratory diseases such as cough, pneumonia, and pharyngitis, as well as digestive system disorders like constipation.
3.Phillyrin inhibits the proliferation, invasion, and epithelial-mesenchymal transition of glioma U251 cells via the HMGB1/RAGE signaling pathway
LIU Ming ; FENG Xiaosong ; ZHANG Yin ; LIU Xipeng ; LIU Yongda ; ZHANG Xiufeng ; QIAO Jianxin
Chinese Journal of Cancer Biotherapy 2025;32(10):1053-1059
[摘 要] 目的:探究连翘苷(PHN)调节高迁移率族蛋白B1(HMGB1)/晚期糖基化终产物受体(RAGE)信号通路对胶质瘤U251细胞增殖、侵袭及上皮间质转化(EMT)的影响。方法:将人胶质瘤U251细胞分为PHN-0组(0 µmol/L PHN处理)、PHN低、中和高剂量组(PHN-50、PHN-100、PHN-200组,分别用50、100和200 µmol/L PHN处理)、PHN + pcDNA-NC组(转染pcDNA-NC质粒后200 µmol/L PHN处理)和PHN + HMGB1组(转染过表达HMGB1质粒后200 µmol/L PHN处理)。CCK-8法和克隆形成实验检测各组细胞的增殖能力,流式细胞术检测各组细胞的凋亡水平,Transwell实验检测各组细胞的迁移和侵袭能力,ELISA检测各组细胞分泌IL-8水平,免疫荧光法检测各组细胞中神经钙黏素(N-cadherin)和上皮钙黏素(E-cadherin)阳性率,WB法检测各组细胞中Toll样受体4(TLR4)、核因子-κB(NF-κB)、HMGB1、RAGE、N-cadherin、E-cadherin、细胞周期蛋白D1(cyclin D1)、细胞周期蛋白依赖性激酶2(CDK2)、B淋巴细胞瘤-2(Bcl-2)、Bcl-2相关X蛋白(BAX)蛋白的表达水平。结果:与PHN-0组相比,PHN-50、PHN-100、PHN-200组U251细胞增殖活力、克隆形成数、迁移和侵袭数、IL-8分泌水平、N-cadherin阳性率及其蛋白表达、TLR4、NF-κB、HMGB1、RAGE、cyclin D1、CDK2蛋白表达均显著降低(均P < 0.05),细胞凋亡率、E-cadherin阳性率及其蛋白表达、BAX/Bcl-2比值均显著升高(均P < 0.05);同时过表达HMGB1则可逆转PHN对U251细胞增殖、迁移、侵袭及EMT的抑制作用和对凋亡的促进作用(均P < 0.05)。结论:PHN通过HMGB1/RAGE信号通路抑制胶质瘤U251细胞增殖、侵袭及EMT进程。
4.Mechanism of long non-coding RNA SATB2-AS1 inhibiting progression of lung adenocarcinoma
Bo-Wei QIAO ; Yong ZHANG ; Ming-Tao LI ; Yan LI
Journal of Regional Anatomy and Operative Surgery 2024;33(10):876-882
Objective To investigate the effect of long non-coding RNA(lncRNA)antisense transcript of SATB2 protein(SATB2-AS1)on the biological function of lung adenocarcinoma cells and its mechanism.Methods Tumor tissues and adjacent tissues from 25 patients with lung adenocarcinoma were collected to detect the expression of SATB2-AS1.Then,the overexpression vector of lncRNA SATB2-AS1(pcDNA-SATB2-AS1)and shRNA or shRNA of IGF2BP2(sh-SATB2-AS1;sh-IGF2BP2)and/or shRNA of SLC7A11(sh-SLC7A11)were transfected into lung adenocarcinoma cell A549.RIP assay was used to estimate the binding of IGF2BP2 protein to SATB2-AS1 or SLC7A11 mRNA,respectively;CCK-8 and Transwell assay were used to detect the proliferation and invasion ability of lung adenocarcinoma cells;RT-qPCR and Western blot assay were used to detect gene expression and protein expression,respectively.Results Compared with adjacent tissues and human bronchial epithelial cell BEAS-2B,the expression of SATB2-AS1 was significantly down-regulated in tumor tissues of patients with lung adenocarcinoma and lung adenocarcinoma cells(P<0.01).Overexpression of SATB2-AS1 significantly inhibited the proliferation and invasion of A549 cells,while silencing SATB2-AS1 significantly promoted the cell proliferation and invasion(P<0.05).Moreover,overexpression of SATB2-AS1 significantly reduced Fe2+concentration,reactive oxygen species(ROS)level,and malondialdehyde(MDA)content in A549 cells(P<0.01),and increased glutathione(GSH)content,the expression of SLC7A11 and GPX4 which were the key proteins of ferroptosis(P<0.01).Meanwhile,SATB2-AS1 significantly promoted IGF2BP2 protein binding to SLC7A11 mRNA by binding to IGF2BP2 protein,and reduced the stability of SLC7A11 mRNA(P<0.01).Silencing SLC7A11 significantly reversed the effects of silencing SATB2-AS1 on A549 cells.Conclusion LncRNA SATB2-AS1 destabilizes SLC7A11 mRNA by recruiting IGF2BP2 protein,induces the ferroptosis of lung adenocarcinoma cells,inhibits the cell proliferation and invasion,and thus inhibits the progression of lung adenocarcinoma.
5.Atrial septal puncture in swine guided by X-ray fluoroscopy
Gai-Gai MA ; Feng-Xu FAN ; Jun CHEN ; Bao-Kun WANG ; Ming-Yang QIAO ; Kang-An CHENG
Chinese Journal of Interventional Cardiology 2024;32(5):257-260
Objective To explore the standardized process and method of atrial septum puncture(ASP)in swine guided by X-ray fluoroscopy and make ASP more safe and effective.Methods ASP was performed in 48 Pudong swines guided by X-ray fluoroscopy.Three protocols for precise location of atrial septal puncture points were recommended.(1)Site of atrial septal puncture point in cranial-caudal direction was determined under posterior-anterior projection,which was confined to the cranial side of the coronary sinus(CS)orifice at a distance of 1 cone body height along the midline of spine.(2)With 10° intervals,the fluoroscopy of the CS catheter was completed according to the right anterior oblique 10°~60° and the left anterior oblique 10°~60°,and the connection line of the CS 5-6 and 7-8 electrodes was perpendicular to the oval fossa,so as to confirm the perspective angle of the CS 5-6 and 7-8 electrodes in the same straight line.(3)The arch feature of puncture needle and distal part of sheath turned into a straight line under the perspective angle,of which the CS 5-6 and 7-8 electrodes were in the same straight line.Results ASP was successfully performed in 48 Pudong swines without any complications.Echocardiography showed left to right shunt through atrial septum after ASP.The average time of ASP was(25.7±11.5)minutes,the average X-ray exposure time is(14.0±3.4)min and the average radiation dose was(47.6±20.2)Gmy.Conclusions Using the coronal sinus electrode as a reference,atrial septal puncture in swine guided by X-ray fluoroscopy was safe and reliable.
6.The crosstalk of Wnt/β-catenin signaling and p53 in acute kidney injury and chronic kidney disease
Wen-Hua MING ; Lin WEN ; Wen-Juan HU ; Rong-Fang QIAO ; Yang ZHOU ; Bo-Wei SU ; Ya-Nan BAO ; Ping GAO ; Zhi-Lin LUAN
Kidney Research and Clinical Practice 2024;43(6):724-738
Wnt/β-catenin is a signaling pathway associated with embryonic development, organ formation, cancer, and fibrosis. Its activation can repair kidney damage during acute kidney injury (AKI) and accelerate the occurrence of renal fibrosis after chronic kidney disease (CKD). Interestingly, p53 has also been found as a key modulator in AKI and CKD in recent years. Meantime, some studies have found crosstalk between Wnt/β-catenin signaling pathways and p53, but more evidence is required on whether they have synergistic effects in renal disease progression. This article reviews the role and therapeutic targets of Wnt/β-catenin and p53 in AKI and CKD and proposes for the first time that Wnt/β-catenin and p53 have a synergistic effect in the treatment of renal injury.
7.Establishment of HPLC fingerprints and content determination of eight constituents for freeze-dried powder of Yinhuo Decoction
Jing HU ; Ya-Ming DING ; Shuang LIU ; Yue QIAO ; Yue ZHANG ; Hong-Dan XU ; Ning ZHANG ; Ji-Hui ZHAO
Chinese Traditional Patent Medicine 2024;46(8):2499-2505
AIM To establish the HPLC fingerprints for freeze-dried powder of Yinhuo Decoction,and to determine the contents of rehmannitin D,methylophiopogonanone A,verbascoside,protocatechuic acid,catalpol,schisandrol A,schisandrin B,schisandrin A.METHODS The fingerprint esablishment was performed on a 30℃thermostatic Supersil AQ18 column(4.6 mm×250 mm,5 μm),with the mobile phase comprising of acetonitrile-0.1%phosphoric acid flowing at 1.0 mL/min in a gradient elution manner,and the detection wavelength was set at 230 nm.The UPLC-MS/MS content determination was performed on a 30℃thermostatic Alphasil VC-C18 column(2.1 mm×100 mm,2.5 μm),with the mobile phase comprising of acetonitrile-0.1%formic acid flowing at 0.3 mL/min in a gradient elution manner,and electron spray ionization source was adopted in positive and negative ion scanning with multiple reaction monitoring mode.RESULTS There were 17 common peaks in the fingerprints for 10 batches of freeze-dried powder with the similarities of more than 0.90.and piloside,crystal blue glycoside,deacetylated caryoside schisandrin A were identified.Eight constituents showed good linear relationships within their own ranges(R2>0.990 6),whose average recoveries were 98.7%-101.1%with the RSDs of 2.0%-5.2%.CONCLUSION The combination of fingerprints and content determination can completely characterize the quality of Yinhuo Decoction reference sample,thus provide a reference for the quality evaluation of its key chemical properties.
8.The crosstalk of Wnt/β-catenin signaling and p53 in acute kidney injury and chronic kidney disease
Wen-Hua MING ; Lin WEN ; Wen-Juan HU ; Rong-Fang QIAO ; Yang ZHOU ; Bo-Wei SU ; Ya-Nan BAO ; Ping GAO ; Zhi-Lin LUAN
Kidney Research and Clinical Practice 2024;43(6):724-738
Wnt/β-catenin is a signaling pathway associated with embryonic development, organ formation, cancer, and fibrosis. Its activation can repair kidney damage during acute kidney injury (AKI) and accelerate the occurrence of renal fibrosis after chronic kidney disease (CKD). Interestingly, p53 has also been found as a key modulator in AKI and CKD in recent years. Meantime, some studies have found crosstalk between Wnt/β-catenin signaling pathways and p53, but more evidence is required on whether they have synergistic effects in renal disease progression. This article reviews the role and therapeutic targets of Wnt/β-catenin and p53 in AKI and CKD and proposes for the first time that Wnt/β-catenin and p53 have a synergistic effect in the treatment of renal injury.
9.Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients (version 2024)
Yao LU ; Yang LI ; Leiying ZHANG ; Hao TANG ; Huidan JING ; Yaoli WANG ; Xiangzhi JIA ; Li BA ; Maohong BIAN ; Dan CAI ; Hui CAI ; Xiaohong CAI ; Zhanshan ZHA ; Bingyu CHEN ; Daqing CHEN ; Feng CHEN ; Guoan CHEN ; Haiming CHEN ; Jing CHEN ; Min CHEN ; Qing CHEN ; Shu CHEN ; Xi CHEN ; Jinfeng CHENG ; Xiaoling CHU ; Hongwang CUI ; Xin CUI ; Zhen DA ; Ying DAI ; Surong DENG ; Weiqun DONG ; Weimin FAN ; Ke FENG ; Danhui FU ; Yongshui FU ; Qi FU ; Xuemei FU ; Jia GAN ; Xinyu GAN ; Wei GAO ; Huaizheng GONG ; Rong GUI ; Geng GUO ; Ning HAN ; Yiwen HAO ; Wubing HE ; Qiang HONG ; Ruiqin HOU ; Wei HOU ; Jie HU ; Peiyang HU ; Xi HU ; Xiaoyu HU ; Guangbin HUANG ; Jie HUANG ; Xiangyan HUANG ; Yuanshuai HUANG ; Shouyong HUN ; Xuebing JIANG ; Ping JIN ; Dong LAI ; Aiping LE ; Hongmei LI ; Bijuan LI ; Cuiying LI ; Daihong LI ; Haihong LI ; He LI ; Hui LI ; Jianping LI ; Ning LI ; Xiying LI ; Xiangmin LI ; Xiaofei LI ; Xiaojuan LI ; Zhiqiang LI ; Zhongjun LI ; Zunyan LI ; Huaqin LIANG ; Xiaohua LIANG ; Dongfa LIAO ; Qun LIAO ; Yan LIAO ; Jiajin LIN ; Chunxia LIU ; Fenghua LIU ; Peixian LIU ; Tiemei LIU ; Xiaoxin LIU ; Zhiwei LIU ; Zhongdi LIU ; Hua LU ; Jianfeng LUAN ; Jianjun LUO ; Qun LUO ; Dingfeng LYU ; Qi LYU ; Xianping LYU ; Aijun MA ; Liqiang MA ; Shuxuan MA ; Xainjun MA ; Xiaogang MA ; Xiaoli MA ; Guoqing MAO ; Shijie MU ; Shaolin NIE ; Shujuan OUYANG ; Xilin OUYANG ; Chunqiu PAN ; Jian PAN ; Xiaohua PAN ; Lei PENG ; Tao PENG ; Baohua QIAN ; Shu QIAO ; Li QIN ; Ying REN ; Zhaoqi REN ; Ruiming RONG ; Changshan SU ; Mingwei SUN ; Wenwu SUN ; Zhenwei SUN ; Haiping TANG ; Xiaofeng TANG ; Changjiu TANG ; Cuihua TAO ; Zhibin TIAN ; Juan WANG ; Baoyan WANG ; Chunyan WANG ; Gefei WANG ; Haiyan WANG ; Hongjie WANG ; Peng WANG ; Pengli WANG ; Qiushi WANG ; Xiaoning WANG ; Xinhua WANG ; Xuefeng WANG ; Yong WANG ; Yongjun WANG ; Yuanjie WANG ; Zhihua WANG ; Shaojun WEI ; Yaming WEI ; Jianbo WEN ; Jun WEN ; Jiang WU ; Jufeng WU ; Aijun XIA ; Fei XIA ; Rong XIA ; Jue XIE ; Yanchao XING ; Yan XIONG ; Feng XU ; Yongzhu XU ; Yongan XU ; Yonghe YAN ; Beizhan YAN ; Jiang YANG ; Jiangcun YANG ; Jun YANG ; Xinwen YANG ; Yongyi YANG ; Chunyan YAO ; Mingliang YE ; Changlin YIN ; Ming YIN ; Wen YIN ; Lianling YU ; Shuhong YU ; Zebo YU ; Yigang YU ; Anyong YU ; Hong YUAN ; Yi YUAN ; Chan ZHANG ; Jinjun ZHANG ; Jun ZHANG ; Kai ZHANG ; Leibing ZHANG ; Quan ZHANG ; Rongjiang ZHANG ; Sanming ZHANG ; Shengji ZHANG ; Shuo ZHANG ; Wei ZHANG ; Weidong ZHANG ; Xi ZHANG ; Xingwen ZHANG ; Guixi ZHANG ; Xiaojun ZHANG ; Guoqing ZHAO ; Jianpeng ZHAO ; Shuming ZHAO ; Beibei ZHENG ; Shangen ZHENG ; Huayou ZHOU ; Jicheng ZHOU ; Lihong ZHOU ; Mou ZHOU ; Xiaoyu ZHOU ; Xuelian ZHOU ; Yuan ZHOU ; Zheng ZHOU ; Zuhuang ZHOU ; Haiyan ZHU ; Peiyuan ZHU ; Changju ZHU ; Lili ZHU ; Zhengguo WANG ; Jianxin JIANG ; Deqing WANG ; Jiongcai LAN ; Quanli WANG ; Yang YU ; Lianyang ZHANG ; Aiqing WEN
Chinese Journal of Trauma 2024;40(10):865-881
Patients with severe trauma require an extremely timely treatment and transfusion plays an irreplaceable role in the emergency treatment of such patients. An increasing number of evidence-based medicinal evidences and clinical practices suggest that patients with severe traumatic bleeding benefit from early transfusion of low-titer group O whole blood or hemostatic resuscitation with red blood cells, plasma and platelet of a balanced ratio. However, the current domestic mode of blood supply cannot fully meet the requirements of timely and effective blood transfusion for emergency treatment of patients with severe trauma in clinical practice. In order to solve the key problems in blood supply and blood transfusion strategies for emergency treatment of severe trauma, Branch of Clinical Transfusion Medicine of Chinese Medical Association, Group for Trauma Emergency Care and Multiple Injuries of Trauma Branch of Chinese Medical Association, Young Scholar Group of Disaster Medicine Branch of Chinese Medical Association organized domestic experts of blood transfusion medicine and trauma treatment to jointly formulate Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients ( version 2024). Based on the evidence-based medical evidence and Delphi method of expert consultation and voting, 10 recommendations were put forward from two aspects of blood support mode and transfusion strategies, aiming to provide a reference for transfusion resuscitation in the emergency treatment of severe trauma and further improve the success rate of treatment of patients with severe trauma.
10.Study on fluvoxamine maleate sustained-release pellets and its compression technology
Ming-hui XU ; Xing-yue ZHANG ; Qiao DONG ; Xia ZHAO ; Yu-ru BU ; Le-zhen CHEN
Acta Pharmaceutica Sinica 2024;59(2):439-447
In this study, fluvoxamine maleate sustained-release pellet system tablets were prepared and were used to evaluate their release behaviors

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