1.Advances in the application of Lacticaseibacillus rhamnosus GG in pediatric digestive system diseases
Gaojie LIU ; Xufei WANG ; Yizhong WANG ; Ting ZHANG
International Journal of Pediatrics 2025;52(1):1-5
Lacticaseibacillus rhamnosus GG is one of the most studied probiotic strains,characterized by high acid resistance,high bile salt resistance,and strong adhesion.The main functions of Lacticaseibacillus rhamnosus GG include enhancing intestinal barrier function,inhibiting pathogen adhesion,regulating the body's immune system,which make it effective in treating and preventing gastrointestinal diseases in children and adults.This article reviewes the application research progress of Lacticaseibacillus rhamnosus GG in the treatment of common pediatric digestive system diseases such as necrotizing enterocolitis,infantile colic,non-alcoholic fatty liver disease,inflammatory bowel disease,antibiotic associated diarrhea,irritable bowel syndrome,and acute gastroenteritis in children.
2.Application of machine learning models in predicting renal function decline following robot-assisted partial nephrectomy
Jing LI ; Linfeng WANG ; Gaojie ZHANG ; Yong HUANG ; Yingying GAO ; Rui SUN ; Yang CAO ; Qiuchen LI ; Hao HE ; Ziling WEI ; Jiayu LIU
Journal of Chongqing Medical University 2025;50(4):457-462
Objective:To compare the efficacy of various machine learning models in predicting renal function decline after robot-assisted partial nephrectomy(RAPN),and to provide evidence for clinical risk stratification.Methods:This study retrospectively in-cluded the clinical data of 733 patients with renal cell carcinoma undergoing RAPN at the Urology Department of The First Affiliated Hospital of Chongqing Medical University from January 2019 to December 2023.Demographic characteristics,laboratory indicators,and perioperative parameters were integrated to construct seven machine learning models.Key predictors were interpreted using Shap-ley additive explanations(SHAP).Model performance was evaluated using the area under the receiver operating characteristic curve(AUC).Results:The random forest model demonstrated the best predictive performance(AUC=0.84).SHAP analysis identified neutrophil-to-lymphocyte ratio,tumor diameter,the international normalized ratio of prothrombin time,white blood cell count,and in-traoperative blood loss as significant factors influencing postoperative renal function decline.Conclusion:This study provides a poten-tial predictive tool for clinical practice,aiding in identifying high-risk patients and optimizing postoperative management strategies.
3.Applications of radiomics in personalized radiotherapy
Gaojie LIU ; Xiaonan SUN ; Yongwu LI ; Qiong ZHOU
Chinese Journal of Radiological Medicine and Protection 2025;45(6):585-590
Radiomics represents a non-invasive, quantitative image analysis method, aimed at correlating high-throughput quantitative radiomics features with clinical and biological endpoints. This method enables comprehensive, multiple, and non-invasive tumor assessment based on different types of images in various stages of radiotherapy. Advancements have been made in the applications of radiomics combined with machine learning-based statistical method in multiple fields including individualized target delineation, the prediction of local recurrence and radiation-induced injuries, the assessment of distant metastasis risks, the prediction of tumor motion, adaptive radiotherapy (ART), and multi-omics analysis. These advancements provide more possibilities for personalized radiotherapy. This study presents a brief introduction to the applications of radiomics in personalized radiotherapy.
4.Application of a new type of biodegradable zinc alloy implant material in a rat model of bone repair
Zhihan GAO ; Mingze GAO ; Peijian CHEN ; Gaojie FU ; Jieting LIU ; Yang XIAO
Journal of China Medical University 2025;54(1):69-74,81
Objective To compare the in vitro degradation rate,cytotoxicity,in vivo osteogenic ability,and in vivo biotoxicity of a new type of biodegradable implant material Zn-2Cu-xSr(x=0,0.5,and 1 wt.%)alloy and evaluate its application prospects in the orthopedic field.Methods The in vitro degradation ability of Zn,Zn-2Cu,Zn-2Cu-0.5Sr,Zn-2Cu-1Sr,and Ti materials was evaluated by pH moni-toring and material degradation rate.Cell proliferation experiment and cytoskeleton fluorescence staining were used to compare the in vitro cell compatibility of Zn,Zn-2Cu,Zn-2Cu-0.5Sr,Zn-2Cu-1Sr,and blank control.Micro-computed tomography(CT)scanning and bone min-eral density detection were used to evaluate the in vivo osteogenic ability of Zn,Zn-2Cu,Zn-2Cu-0.5Sr,and Zn-2Cu-1Sr.HE staining was used to compare the in vivo biotoxicity of Zn-2Cu-1Sr and blank control.Results There were no statistical differences in the pH values between the Zn,Zn-2Cu,Zn-2Cu-0.5Sr,Zn-2Cu-1Sr,and Ti groups(P>0.05).The degradation rate in the Zn-2Cu-0.5Sr group was signifi-cantly lower than that in the Zn-2Cu-1Sr and Zn-2Cu groups(P<0.05).The cell proliferation rate in the blank control group was signifi-cantly lower than that in the Zn-2Cu-0.5Sr and Zn-2Cu-1Sr groups(P<0.05).The bone mineral density in the Zn-2Cu-1Sr group was significantly higher than that in the Zn-2Cu and Zn-2Cu-0.5Sr groups(P<0.05).HE staining showed no abnormal or pathological mor-phology in the rats'heart,liver,lung,and kidney tissues in the Zn-2Cu-1Sr group.Conclusion Adding trace amounts of Cu and Sr to Zn can reduce the degradation rate and improve the biocompatibility and osteogenic ability of the material.
5.Applications of radiomics in personalized radiotherapy
Gaojie LIU ; Xiaonan SUN ; Yongwu LI ; Qiong ZHOU
Chinese Journal of Radiological Medicine and Protection 2025;45(6):585-590
Radiomics represents a non-invasive, quantitative image analysis method, aimed at correlating high-throughput quantitative radiomics features with clinical and biological endpoints. This method enables comprehensive, multiple, and non-invasive tumor assessment based on different types of images in various stages of radiotherapy. Advancements have been made in the applications of radiomics combined with machine learning-based statistical method in multiple fields including individualized target delineation, the prediction of local recurrence and radiation-induced injuries, the assessment of distant metastasis risks, the prediction of tumor motion, adaptive radiotherapy (ART), and multi-omics analysis. These advancements provide more possibilities for personalized radiotherapy. This study presents a brief introduction to the applications of radiomics in personalized radiotherapy.
6.Application of a new type of biodegradable zinc alloy implant material in a rat model of bone repair
Zhihan GAO ; Mingze GAO ; Peijian CHEN ; Gaojie FU ; Jieting LIU ; Yang XIAO
Journal of China Medical University 2025;54(1):69-74,81
Objective To compare the in vitro degradation rate,cytotoxicity,in vivo osteogenic ability,and in vivo biotoxicity of a new type of biodegradable implant material Zn-2Cu-xSr(x=0,0.5,and 1 wt.%)alloy and evaluate its application prospects in the orthopedic field.Methods The in vitro degradation ability of Zn,Zn-2Cu,Zn-2Cu-0.5Sr,Zn-2Cu-1Sr,and Ti materials was evaluated by pH moni-toring and material degradation rate.Cell proliferation experiment and cytoskeleton fluorescence staining were used to compare the in vitro cell compatibility of Zn,Zn-2Cu,Zn-2Cu-0.5Sr,Zn-2Cu-1Sr,and blank control.Micro-computed tomography(CT)scanning and bone min-eral density detection were used to evaluate the in vivo osteogenic ability of Zn,Zn-2Cu,Zn-2Cu-0.5Sr,and Zn-2Cu-1Sr.HE staining was used to compare the in vivo biotoxicity of Zn-2Cu-1Sr and blank control.Results There were no statistical differences in the pH values between the Zn,Zn-2Cu,Zn-2Cu-0.5Sr,Zn-2Cu-1Sr,and Ti groups(P>0.05).The degradation rate in the Zn-2Cu-0.5Sr group was signifi-cantly lower than that in the Zn-2Cu-1Sr and Zn-2Cu groups(P<0.05).The cell proliferation rate in the blank control group was signifi-cantly lower than that in the Zn-2Cu-0.5Sr and Zn-2Cu-1Sr groups(P<0.05).The bone mineral density in the Zn-2Cu-1Sr group was significantly higher than that in the Zn-2Cu and Zn-2Cu-0.5Sr groups(P<0.05).HE staining showed no abnormal or pathological mor-phology in the rats'heart,liver,lung,and kidney tissues in the Zn-2Cu-1Sr group.Conclusion Adding trace amounts of Cu and Sr to Zn can reduce the degradation rate and improve the biocompatibility and osteogenic ability of the material.
7.Shuangshen Ningxin Capsules Regulates Mitochondrial Fission and Fusion to Alleviate Myocardial Ischemia-reperfusion Injury in Rats
Gaojie XIN ; Yuanyuan CHEN ; Zixin LIU ; Yue YOU ; Ce CAO ; Aoao WANG ; Hongxu MENG ; Xiao HAN ; Jianxun LIU ; Lei LI ; Jianhua FU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(7):87-94
ObjectiveTo explore whether the mechanism of Shuangshen Ningxin capsules (SSNX) in alleviating myocardial ischemia-reperfusion injury (MIRI) in rats is related to the regulation of mitochondrial fission and fusion. MethodThis study focused on Sprague Dawley (SD) rats and ligated the left anterior descending branch of the coronary artery to construct a rat model of MIRI. The rats were divided into the sham operation group, model group, SSNX group (90 mg·kg-1) and trimetazidine group (5.4 mg·kg-1). The activity of superoxide dismutase (SOD) and the content of malondialdehyde (MDA) were detected by micro method. Changes in mitochondrial membrane potential (△Ψm) and the degree of mitochondrial permeability transition pore (mPTP) opening were detected by the chemical fluorescence method. The intracellular adenosine triphosphate (ATP) level was detected by the luciferase assay. The messenger ribonucleic acid (mRNA) and protein expression levels of mitochondrial fission and fusion related factors dynamin-related protein 1 (DRP1), mitochondrial fission 1 protein (FIS1), optic atrophy protein 1 (OPA1), mitochondrial outer membrane fusion protein 1 (MFN1), and MFN2 were detected by real-time polymerase chain reaction (real-time PCR) and Western blot. ResultCompared with the sham operation group, the model group showed a decrease in serum SOD activity and an increase in MDA content. The opening level of mPTP, the level of △Ψm and ATP content decreased, the protein expressions of mitochondrial fission factors DRP1 and FIS1 increased, and the protein expressions and mRNA transcription levels of fusion related factors OPA1 and MFN1 decreased. Compared with the model group,SSNX significantly increased serum SOD activity, reduced MDA content, increased intracellular ATP level and △Ψm, reduced the opening level of mPTP, downregulated the protein expressions of mitochondrial fission factors DRP1 and FIS1, and increased the mRNA transcription levels and protein expressions of fusion related factors OPA1 and MFN1. ConclusionSSNX inhibits the expressions of mitochondrial fission factors DRP1 and FIS1, and increases the expressions of fusion related factors OPA1 and MFN1, inhibiting mitochondrial fission and increasing mitochondrial fusion, thereby alleviating MIRI.
8.Establishment and Evaluation of Rat Model of Acute Coronary Syndrome with Combined Blood Stasis and Poison
Yue YOU ; Gaojie XIN ; Zixin LIU ; Lingmei LI ; Hongxu MENG ; Yue SHI ; Yanlei MA ; Ziyan WANG ; Jianxun LIU ; Lei LI ; Jianhua FU
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(19):49-60
ObjectiveTo compare the feasibility of establishing the rat model of acute coronary syndrome with combined blood stasis and poison by lipopolysacharide (LPS) injection, ligation of coronary artery and different combinations of the two methods. MethodA total of 225 male SD rats were randomly divided into sham operation group, simple coronary artery ligation group, first injected LPS group [LPS(5 mg·kg)injection 24 h before coronary artery ligation] and follow injected LPS group [LPS(5 mg·kg)injection 10 min after coronary artery ligation]. The indexes of each group were detected at 3, 24, 72 h after modeling, and the model was comprehensively evaluated. The general state and macroscopic evaluation indexes of traditional Chinese medicine (TCM) syndrome (tongue and pulse) of rats in each group were observed. ECG and echocardiography were used to evaluate cardiac function, and the myocardial ischemia and infarction areas were measured by Evans blue/2,3,5-triphenyltetrazolium chloride (TTC) staining. The content of creatine kinase isoenzyme (CK-MB), lactate dehydrogenase (LDH), creatine kinase (CK), and troponin T (cTnT) in serum as well as interleukin-1 β (IL-1β) and IL-6 changes were determined by biochemical method or enzyme-linked immunosorbent assay (ELISA). Hematology analyzer was adopted to determine the white blood cell (WBC) count, and the four coagulation indexes, platelet aggregation rate, hemorheology and other coagulation evaluation indexes were also detected. The myocardial tissue was observed by hematoxylin-eosin(HE)staining. ResultAfter 3 h of modeling, compared with the conditions in sham operation group, the R, G and B values of tongue of rats (P<0.01), pulse amplitude (P<0.01), and cardiac function in simple coronary artery ligation group were decreased, and the color of hypoglossal veins became purple(P<0.01). The content of CK, LDH, cTnT, IL-1β and IL-6 in serum(P<0.05), myocardial infarction area(P<0.01), and total number of WBCs (P<0.05)were increased. Compared with simple coronary artery ligation group, first injected LPS group and follow injected LPS group had increased hypoglossal veins, decreased R value of tongue and elevated cTnT content (P<0.01), while follow injected LPS group had reduced B value of tongue, decreased cardiac output (CO)(P<0.05), increased IL-1β content, and thinned left ventricular anterior walls at end-systole (LVAWs)(P<0.01). After 24 h of modeling, compared with sham operation group, simple coronary artery ligation group presented significantly decreased R, G and B values of tongue, lengthened purplish dark hypoglossal veins (P<0.01), reduced pulse amplitude(P<0.01) and cardiac function, enlarged myocardial infarction area(P<0.01), increased whole blood viscosity, platelet aggregation rate, fibrinogen (FIB), shortened prothrombin time (PT) and thrombin time (TT)(P<0.01), and elevated total number of WBCs (P<0.01)and content of CK, LDH, cTnT and IL-6 in serum(P<0.05). Compared with the conditions in simple coronary artery ligation group, the pulse amplitude, R, G and B values of tongue (P<0.01), and ejection fraction (EF) and fractional shortening (FS) scores (P<0.05)dropped, and hypoglossal veins were deepened and lengthened(P<0.05), and cTnT content was increased(P<0.01)in first injected LPS group and follow injected LPS group. However, follow injected LPS group had thinned LVPWs, increased LDH content, platelet aggregation rate(P<0.05), myocardial infarction area, and total number of WBC, level of IL-1β(P<0.05), and shortened TT(P<0.01). Additionally, 72 h after modeling, compared with sham operation group, simple coronary artery ligation group showed significantly reduced pulse amplitude, lowered R, G and B values of tongue, thickened and lengthened hypoglossal veins(P<0.01), decreased cardiac function, and increased content of cTnT, FIB, whole blood viscosity(P<0.01),platelet aggregation rate, level of IL-6 and IL-1β(P<0.05). Compared with the conditions in simple coronary artery ligation group, the hypoglossal veins of the first injected LPS group and the follow injected LPS group were more purple, and the content of cTnT was boosted(P<0.01), whereas follow injected LPS group had decreased pulse amplitude, R, G and B values of tongue, EF and FS scores (P<0.05), and enlarged myocardial infarction area(P<0.01). ConclusionCompared with the other modeling methods and models at different modeling time, the established model by LPS injection 10 min after coronary artery ligation for 24 h was more consistent with the clinical characteristics of acute coronary syndrome with combined blood stasis and poison.
9.Ultrasound-guided core needle biopsy for diagnosing thyroid nodules:a meta analysis
Gaojie HU ; Mei YANG ; Yanlong LIU ; Haochang LI ; Si HA
Chongqing Medicine 2018;47(12):1654-1660
Objective To evaluate the value of ultrasound-guided core needle biopsy(US-CNB) in diagnosing malignant and benign thyroid nodule by meta-analysis.Methods A computer-based online retrieval on the accurate tests of US-CNB for diagnosing thyroid nodule was conducted in PubMed,Cochrane Library (Issue 5,2016),EMbase,CBM,CNKI,VIP,Wangfang Data databases.The retrieval time limit was from the database establishment to June 8,2016.The quality of included articles was assessed by using the quality assessment of diagnostic accuracy studies (QUADAS).The puncture success rate,diagnosis sensitivity (Sen),specificity (Spe),positive likelihood ratio (+LR),negative likelihood ratio (-LR),diagnostic odds ratio (DOR) and area under the curve (AUC) of summary receiver operating characteristic curve (SROC) were served as the outcome indicators.The included data were performed the statistical analysis by using STATA12.0 and Meta-Disc 1.4 softwares.Results A total of 29 diagnostic accuracy trials were finally included,involving 4 213 patients with 4 391 thyroid nodules.The meta-analysis results suggested that the US-CNB puncture success rate was 98.7 % [95% CI (98.3 %,99.0 %)];Sen of US-CNB for diagnosing thyroid nodule was 0.94 [95%CI(0.93,0.95)],Spe=0.98[95 %CI(0.98,0.99)],+LR=33.96[95%CI(20.31,56.78)],-LR=0.06[95%CI(0.04,0.10)],DOR=581.44[95 %CI(335.08,1 007.87)],and the AUC of SROC was 0.99.Conclusion The current evidences indicate that UG-CNB has high diagnostic accuracy in benign and malignant thyroid nodules,and is worth promotion and application in clinic.
10.Protein crystal quality oriented disulfide bond engineering.
Mengchen PU ; Zhijie XU ; Yao PENG ; Yaguang HOU ; Dongsheng LIU ; Yang WANG ; Haiguang LIU ; Gaojie SONG ; Zhi-Jie LIU
Protein & Cell 2018;9(7):659-663

Result Analysis
Print
Save
E-mail