1.Systematic review of risk predictive models for chemotherapy-induced myelosuppression in breast cancer
Yang LIU ; Hongjian LI ; Jianhua WU ; Xuetao LIU ; Min JIAO ; Luhai YU
China Pharmacy 2025;36(5):612-618
OBJECTIVE To systematically evaluate risk prediction models for chemotherapy-induced myelosuppression in breast cancer, and provide a scientific reference for clinical healthcare workers in selecting or developing effective predictive models. METHODS A systematic search was conducted for studies on predictive models of the risk of chemotherapy-induced myelosuppression in breast cancer across the CNKI, VIP, Wanfang, PubMed, Web of Science, Cochrane Library, Embase, and Scopus databases, with a time frame of the establishment of the database to May 7, 2024. Literature was independently screened by 2 investigators, data were extracted according to critical appraisal and data extraction for systematic reviews of predictive model studies, and the risk of bias evaluation tool for predictive model studies was used to analyze the risk of bias and applicability of the included studies. RESULTS There were totally 7 studies, comprising 12 models. Among them, 11 models indicated an area under the subject operating characteristic curve of 0.600-0.908; 2 models indicated calibration. The common predictor variables of the included models were age, pre-chemotherapy neutrophil count, pre-chemotherapy lymphocyte count, and pre-chemotherapy albumin. The overall risk of bias of the 7 studies was high, which was mainly attributed to the flaws in the study design, insufficient sample sizes, inappropriate treatment of variables, non-reporting of missing data, and the lack of indicators for the assessment of the models, but the applicability was good. CONCLUSIONS The predictive performance of risk predictive models for chemotherapy-induced myelosuppression in breast cancer remains to be further enhanced, and the overall risk of model bias is high. Future studies should follow the specifications of model development and reporting, then combine machine learning algorithms to develop risk predictive models with good predictive performance, high stability, and low risk of bias, so as to provide a decision-making basis for the clinic.
2.Angiotensin Ⅱ type 1a receptor knockout ameliorates high-fat diet induced cardiac dysfunction by attenuating ferroptosis
Xiao-xiao YIN ; Jin WANG ; Ai-yun LI ; Li-qing WANG ; Min GOU ; Xiang-ying JIAO
Chinese Pharmacological Bulletin 2025;41(11):2105-2112
Aim To investigate the effect of angioten-sin Ⅱ type 1a receptor(AT1aR)knockout on cardiac dysfunction in rats with obesity and its possible molecu-lar mechanism.Methods SD rats(n=24)were used to generated the whole-body AT1 aR-deficiency rats by sgRNA and the CRISPR/Cas9 system,and the obesity model was constructed by feeding with high-fat diet(HFD).They were divided into four groups:wildtype(WT)and knockout(KO)groups with nor-mal feeding and their respective high-fat diets groups.Color ultrasound diagnostic instrument was uses to e-valuate the cardiac function;oil red O staining was a-dopted to stain the myocardial lipids;RT-PCR was used to detect the levels of GPX4 and Ptgs2 genes in myocardial tissue.Western blot was employed to detect the expression of GPX4,ferritin,Nrf2,HO-1 and NQO1 in rat myocardial tissue.ELISA and other kits were used to determine the lipid contents in serum and myocardium.Results It was found that high-fat feed-ing caused cardiac dysfunction,serum lipid disorders,oxidative stress and ferroptosis in SD rats.However,these changes were attenuated in AT1aR knockout rats fed with high-fat diet.Furthermore,compared with WT-HFD group,KO-HFD rats showed enhanced acti-vation of the Nrf2/HO-1 pathway in the myocardium,reduced ferroptosis,decreased lipid accumulation,and reduced cardiac dysfunction.Conclusion AT1aR knockout can improve HFD-induced cardiac dysfunc-tion by enhancing antioxidant capacity and reducing the degree of ferroptosis.
3.Incidence and epidemic characteristics of tsutsugamushi disease in Ankang City, Shaanxi Province from 2018 to 2023
Lingyun YUAN ; Min YANG ; Guo CHEN ; Minggang LI ; Yuanhui CHEN ; Hao ZOU ; Yarong QU ; Li YANG ; Huan JIAO
Chinese Journal of Endemiology 2025;44(3):215-220
Objective:To study the incidence and epidemiological characteristics of tsutsugamushi disease in Ankang City, Shaanxi Province.Methods:From 2018 to 2023, data on tsutsugamushi disease cases reported by various medical institutions at all levels in Ankang City were collected through the China Disease Prevention and Control Information System. At the same time, individual epidemiological investigation of reported cases was carried out, and electronic medical records of patients were retrieved to verify their diagnosis. In 2023, the rodents and chigger mites were monitored in 3 townships with high incidence of tsutsugamushi disease in Ankang City by night clamping method, and the chigger mites rate and chigger mites index were calculated. Blood, liver, spleen and kidney samples of rodents were collected, DNA of blood and organ mixture was extracted, and quantitative real-time PCR was used to detect Orientia tsutsugamushi. Results:A total of 330 cases of tsutsugamushi disease were reported in Ankang City from 2018 to 2023, and the reported incidence rate increased from 0.56/100 000 in 2018 to 5.02/100 000 in 2023. Among them, 139 were males and 191 were females, with a sex ratio of 0.73∶1.00. The age was mainly 45 - 70 years old, accounting for 81.52% (269/330). The occupation was mainly farmers, accounting for 86.97% (287/330). The onset time was mainly concentrated from April to October, with a total of 317 cases, accounting for 96.06% (317/330). The main clinical manifestations were fever (93.20%, 274/294), ulcer or eschar (75.85%, 223/294), headache (44.56%, 131/294), and lymph node enlargement (44.22%, 130/294). The misdiagnosis rate at the first diagnosis was 73.81% (217/294). A total of 452 rodents were captured, of which 91 rodents carried chigger mites, and chigger mites rate was 20.13% (91/452). A total of 1 463 chigger mites were captured, and the chigger mites index was 3.24 (1 463/452). Quantitative real-time PCR was performed on blood and organ mixture samples collected from 452 rodents, and one of the organ mixture samples tested positive for Orientia tsutsugamushi. Conclusions:The incidence of tsutsugamushi disease in Ankang City is relatively high, and the overall incidence is on the rise. The cases are mainly female, middle-aged and elderly, and farmers, with a high misdiagnosis rate at the first diagnosis. There are chigger mites in rodents in townships with high incidence of tsutsugamushi disease.
4.Construction of a predictive model for the efficacy of SNRI antidepressants in inpatients with moderate and severe depression based on machine learning
Xuetao LIU ; Yang LIU ; Hongjian LI ; Jianhua WU ; Siming LIU ; Min JIAO ; Luhai YU
China Pharmacy 2025;36(15):1936-1941
OBJECTIVE To construct a prediction model for the efficacy of serotonin-norepinephrine reuptake inhibitor(SNRI)in inpatients with moderate and severe depression by using a machine learning method.METHODS The case records of inpatients with moderate and severe depression treated with SNRI antidepressants were collected from a third-grade class-A hospital in Xinjiang from January 2022 to October 2024;those patients were divided into effective group and ineffective group based on the Hamilton depression scale-24 score reduction rate.After screening the characteristic variables related to the therapeutic efficacy of SNRI drugs through LASSO regression,five prediction models including support vector machine,k-nearest neighbor,random forest,lightweight gradient boosting machine and extreme gradient boosting were constructed using the training set.Bayesian optimization was used to adjust the hyperparameters of these models.The performance of the models was evaluated in the validation set to select the optimal model.The Shapley additive explanations method was used to perform explainable analysis on the best model.RESULTS The medical records from 355 hospitalized patients with moderate and severe depression were collected,comprising 285 cases in the effective group and 70 cases in the ineffective group,resulting in an overall therapeutic response rate of 80.28%.After feature variable screening,five characteristic variables for therapeutic efficacy were obtained,including Hamilton anxiety scale,blood urea nitrogen,combination of anti-anxiety drugs,drinking history,and first onset of the disease.Compared with other models,the random forest model performed the best.The area under the receiver operating characteristic curve was 0.85,the area under the precision-recall curve was 0.87,the accuracy was 0.74,and the recall rate value was 0.75.CONCLUSIONS The random forest model constructed based on five characteristic variables demonstrates potential for predicting the therapeutic efficacy of SNRI antidepressants in hospitalized patients with moderate and severe depression.
5.Angiotensin Ⅱ type 1a receptor knockout ameliorates high-fat diet induced cardiac dysfunction by attenuating ferroptosis
Xiao-xiao YIN ; Jin WANG ; Ai-yun LI ; Li-qing WANG ; Min GOU ; Xiang-ying JIAO
Chinese Pharmacological Bulletin 2025;41(11):2105-2112
Aim To investigate the effect of angioten-sin Ⅱ type 1a receptor(AT1aR)knockout on cardiac dysfunction in rats with obesity and its possible molecu-lar mechanism.Methods SD rats(n=24)were used to generated the whole-body AT1 aR-deficiency rats by sgRNA and the CRISPR/Cas9 system,and the obesity model was constructed by feeding with high-fat diet(HFD).They were divided into four groups:wildtype(WT)and knockout(KO)groups with nor-mal feeding and their respective high-fat diets groups.Color ultrasound diagnostic instrument was uses to e-valuate the cardiac function;oil red O staining was a-dopted to stain the myocardial lipids;RT-PCR was used to detect the levels of GPX4 and Ptgs2 genes in myocardial tissue.Western blot was employed to detect the expression of GPX4,ferritin,Nrf2,HO-1 and NQO1 in rat myocardial tissue.ELISA and other kits were used to determine the lipid contents in serum and myocardium.Results It was found that high-fat feed-ing caused cardiac dysfunction,serum lipid disorders,oxidative stress and ferroptosis in SD rats.However,these changes were attenuated in AT1aR knockout rats fed with high-fat diet.Furthermore,compared with WT-HFD group,KO-HFD rats showed enhanced acti-vation of the Nrf2/HO-1 pathway in the myocardium,reduced ferroptosis,decreased lipid accumulation,and reduced cardiac dysfunction.Conclusion AT1aR knockout can improve HFD-induced cardiac dysfunc-tion by enhancing antioxidant capacity and reducing the degree of ferroptosis.
6.Wheat-grain moxibustion at the Guanyuan point to regulate low testosterone and hypothalamic-pituitary-gonadal axis in naturally aged mice
Meng-fan CUI ; Bing-zhe MA ; Zhi-yang YIN ; Yu-tong QIAN ; Dan-li JIAO ; Shi-min LIU
National Journal of Andrology 2025;31(2):157-164
Objective:To investigate the effects of wheat-grain moxibustion at the Guanyuan point on testosterone(T)synthe-sis and the hypothalamic-pituitary-gonadal(HPG)axis in naturally aged mice.Methods:We fed 40 twelve-month-old SPF male C57BL/6J mice with a normal diet for 3 months,randomized them into a moxibustion and an aged group of an equal number,and se-lected 7 four-month-old ones as young controls.We treated the animals of the moxibustion group by wheat-grain moxibustion at the Guanyuan point,once 5 moxibustion sticks,qd,5 times a week,and fed those of the aged group normally,all for 12 weeks.After treatment,we obtained the testicular index of the mice,observed the histomorphology of the testis tissue by HE staining,measured the contents of T in the testis,gonadotropin-releasing hormone(GnRH)in the hypothalamus and total T(tT),free T(fT),luteinizing hormone(LH)and follicle-stimulating hormone(FSH)in the serum by ELISA,and determined the expressions of silence information regulator-1(SIRT1),P53,glutathione peroxidase(GPX4)and cholesterol side-chain?cleavage enzym e(CYP11A1)in the testis by Western blot.Results:Compared with the young controls,the mice in the aged group showed obviously losing and dull hair,energy declination,loose structure of the spermatogenic tubule with different degrees of cell loss and rupture,reduced testicular index,and ev-ident aging phenotype.In comparison with the aged mice,the animals of the moxibustion group were fairly energetic and exhibited dis-tinct structure of the spermatogenic tubules,orderly arranged and highly differentiated cells at all levels,significantly increased T lev-el,up-regulated expressions of SIRT1,GPX4 and CYP11 A1,and down-regulated expression of P53 in testis tissue,and elevated levels of GnRH,FSH,LH,tT and fT in the HPG axis.Conclusion:Wheat-grain moxibustion at the Guanyuan point protects testosterone synthesis in the testis tissue of naturally aged mice,promotes negative feedback regulation of the HPG axis,and improves low testoster-one.
7.Incidence and epidemic characteristics of tsutsugamushi disease in Ankang City, Shaanxi Province from 2018 to 2023
Lingyun YUAN ; Min YANG ; Guo CHEN ; Minggang LI ; Yuanhui CHEN ; Hao ZOU ; Yarong QU ; Li YANG ; Huan JIAO
Chinese Journal of Endemiology 2025;44(3):215-220
Objective:To study the incidence and epidemiological characteristics of tsutsugamushi disease in Ankang City, Shaanxi Province.Methods:From 2018 to 2023, data on tsutsugamushi disease cases reported by various medical institutions at all levels in Ankang City were collected through the China Disease Prevention and Control Information System. At the same time, individual epidemiological investigation of reported cases was carried out, and electronic medical records of patients were retrieved to verify their diagnosis. In 2023, the rodents and chigger mites were monitored in 3 townships with high incidence of tsutsugamushi disease in Ankang City by night clamping method, and the chigger mites rate and chigger mites index were calculated. Blood, liver, spleen and kidney samples of rodents were collected, DNA of blood and organ mixture was extracted, and quantitative real-time PCR was used to detect Orientia tsutsugamushi. Results:A total of 330 cases of tsutsugamushi disease were reported in Ankang City from 2018 to 2023, and the reported incidence rate increased from 0.56/100 000 in 2018 to 5.02/100 000 in 2023. Among them, 139 were males and 191 were females, with a sex ratio of 0.73∶1.00. The age was mainly 45 - 70 years old, accounting for 81.52% (269/330). The occupation was mainly farmers, accounting for 86.97% (287/330). The onset time was mainly concentrated from April to October, with a total of 317 cases, accounting for 96.06% (317/330). The main clinical manifestations were fever (93.20%, 274/294), ulcer or eschar (75.85%, 223/294), headache (44.56%, 131/294), and lymph node enlargement (44.22%, 130/294). The misdiagnosis rate at the first diagnosis was 73.81% (217/294). A total of 452 rodents were captured, of which 91 rodents carried chigger mites, and chigger mites rate was 20.13% (91/452). A total of 1 463 chigger mites were captured, and the chigger mites index was 3.24 (1 463/452). Quantitative real-time PCR was performed on blood and organ mixture samples collected from 452 rodents, and one of the organ mixture samples tested positive for Orientia tsutsugamushi. Conclusions:The incidence of tsutsugamushi disease in Ankang City is relatively high, and the overall incidence is on the rise. The cases are mainly female, middle-aged and elderly, and farmers, with a high misdiagnosis rate at the first diagnosis. There are chigger mites in rodents in townships with high incidence of tsutsugamushi disease.
8.Treating Type 2 Diabetic Nephropathy by Down-regulating NOX4 to Inhibit the Oxidative Stress Pathway in Mesenchymal Stem Cells
Shu-Qi FENG ; Guo-Rong JIN ; Qun-Hang XUE ; Min HE ; Ze-Hang WANG ; Jia-Xin YAO ; Long CHEN ; Yu-Jiao WANG ; An-Xiu ZHANG ; Sheng HE ; Bing-Rui ZHOU ; Jun XIE
Chinese Journal of Biochemistry and Molecular Biology 2025;41(5):730-740
Diabetic nephropathy(DN)is a serious complication of diabetes mellitus and a leading cause of end-stage renal diseases.In DN patients,key pathological mechanisms include proteinuria,glomerulo-sclerosis,and fibrosis,largely driven by poor glycemic control and oxidative stress caused by prolonged hyperglycemia.This stress damages renal podocytes and triggers inflammatory mesenchymal infiltration of renal tubular cells,exacerbating the progression of proteinuria and fibrosis.Human umbilical cord-de-rived mesenchymal stem cells(hUC-MSCs)offer promising potential for treating DN due to their strong anti-oxidative properties.In this study,we developed a DN mouse model and treated the mouse via tail vein injections of hUC-MSCs(1×106 cells/mouse).The results indicated that hUC-MSCs significantly lowered fasting blood glucose levels(22.5±3.0 vs 14.7±1.1,P<0.01)and improved glucose toler-ance,as shown by intraperitoneal glucose tolerance test(IPGTT)results(P<0.05).Additionally,the renal function improved in hUC-MSCs-treated mice,with marked reductions in oxidative stress markers,including blood urea nitrogen(BUN),urinary creatinine(Ucr),urinary protein(PRO),superoxide dismutase(SOD),and malondialdehyde(MDA)(P<0.05).Histological analyses through hematoxy-lin-eosin(H&E),Periodic Acid-Schiff(PAS),and Sirius red staining demonstrated alleviation of glo-merular mesangial hyperplasia,glomerular hypertrophy,and tubular inflammation.Furthermore,hUC-MSCs treatment downregulated the expression of oxidative stress-related proteins,such as NADPH oxi-dase 4(NOX4)and thioredoxin-interacting protein(TXNIP),and reduced reactive oxygen species(ROS)production(P<0.05).Meanwhile,human renal cortical proximal tubule epithelial cells(HK-2 cells)were selected for validation in vitro experiments using high glucose treatment followed by super-natants of hUC-MSCs(MSC-CM),and Western blotting showed that the expression of both NOX4 and TXNIP was inhibited(P<0.05)and ROS expression was reduced.In conclusion,hUC-MSC treatment effectively lowered blood glucose levels and improved renal function in DN mice,likely through the sup-pression of NOX4 expression and TXNIP-mediated oxidative stress.
9.Thromboelastography Combined with Blood D-Dimer in the Pre-diction of Lower Extremity Venous Thrombosis in Patients with Diffuse Large B-Cell Lymphoma
Jiao GE ; Min CHEN ; Zhi-Min SHANGGUAN ; Wei-Ying GU
Journal of Experimental Hematology 2025;33(6):1623-1628
Objective:To investigate the predictive value of thromboelastogram(TEG)combined with blood D-dimer in patients with diffuse large B-cell lymphoma(DLBCL)complicated with venous thromboembolism(VTE)of lower extremities.Methods:A total of 155 patients diagnosed with DLBCL in our hospital from August 2022 to August 2024 were collected as the research objects.Among them,73 patients received lower extremity arteriovenous color Doppler ultrasound,and 14 patients with lower extremity venous thrombosis were detected,59 cases were not detected,which were included in the VTE group and non-VTE group,respectively.The TEG parameters including coagulation angle(Angle),comprehensive coagulation index(CI),clotting time(K),maximum amplitude(MA),coagulation reaction time(R),together with blood D-dimer level,international prognostic index and whether it was relapsed or refractory were compared between the two groups.Multivariate Logistic regression analysis was used to explore the independent influencing factors of VTE formation in all patients.The area under the curve(AUC)of the receiver operating characteristic(ROC)curve was used to evaluate the predictive value of each parameter for VTE.Results:There was no significant difference in gender and age between the VTE group and the non-VET group(all P>0.05).The number of high-risk and relapse/refractory patients in the VTE group was significantly higher than that in the non-VTE group(all P<0.05).Angle and CI in VTE group were significantly higher than those in non-VTE group(all P<0.05),K value and R value were significantly lower than those in non-VTE group(all P<0.05),and blood D-dimer level was significantly higher than that in non-VTE group(all P<0.05).Multivariate logistic regression analysis showed that R value was an independent protective factor for VTE in patients with DLBCL(OR=0.256,P<0.05),however,Ann Arbor stage(OR=3.885,P<0.05)was independent risk factors for VTE in patients with DLBCL.The results of ROC curve analysis showed that there was no significant difference in the sensitivity of TEG(TEG group)prediction and TEG combined with blood D-dimer level(combined group)in predicting VTE in patients with DLBCL(92.86%,85.71%)and the sensitivity of blood D-dimer level(D-dimer group)prediction(71.43%)(P>0.05).There was no significant difference in the specificity between TEG group prediction(74.58%)and combined group prediction(81.36%),TEG group prediction and D-dimer group prediction(64.41%)(P>0.05).However,the specificity of the combined group was higher than that of the D-dimer group(x2=4.288,P<0.05).The AUC of the TEG group(0.901)and the combined group(0.915)was higher than that of the D-dimer group(0.692)(Z=2.647,P<0.05;Z=3.106,P<0.05),but there was no significant difference in AUC between TEG group prediction and combined group prediction(P>0.05).Conclusion:TEG and blood D-dimer levels have certain predictive efficacy for VTE in DLBCL patients,but TEG combined with blood D-dimer level has higher clinical value for VTE in DLBCL patients,which is worthy of clinical promotion.
10.Mycobacterium tuberculosis Rv3641c inhibits macrophage type Ⅰ interferon responses and promotes intracellular survival in macrophages
Wen JIN ; Min GENG ; Su-jie HU ; Xin-yang ZHANG ; Wen-qin LI ; Cheng-kun ZHENG ; Xin-an JIAO ; Xiang CHEN ; Zheng-zhong XU
Chinese Journal of Zoonoses 2025;41(4):385-391
This study was aimed at investigating the immunoregulatory function of Mycobacterium tuberculosis Rv3641c gene in modulating host type Ⅰ interferon responses.The shuttle plasmid pMV261 was used to construct Rv3641c overexpression recombinant Mycobacterium smegmatis,and the biological characteristics of the recombinant bacteria were analyzed to explore the effect of Rv3641c on the growth curve,colony morphology and stress resistance of Mycobacterium.Subsequently,RAW264.7 cells were infected with Rv3641c overexpressing Mycobacterium smegmatis,and the transcriptional expression of genes related to the inhibition of type I inter-feron pathway was determined by RT-PCR.The expression level of IFN-βprotein was determined by ELISA,and the intracellular sur-vival level was determined.As a result,the recombinant rMS::pMV261-Rv3641c was successfully constructed.The results of biologi-cal characteristics analysis showed that Rv3641c did not affect the growth of mycobacteria,but significantly changed the colony mor-phology of mycobacteria and improved its resistance to H2O2.The results of recombinant bacteria infection experiments showed that Rv3641c significantly down-regulated the transcription levels of IFN-α,IFN-βand downstream ISGs genes CXCL10,IFIT2 and IL-1β in host cells,and Rv3641c significantly down-regulated the transcription levels of IFN-α,IFN-βand downstream ISGs genes CXCL10,IFIT2 and IL-1βin host cells.The results of intracellular colonization experiments showed that the intracellular mycobacte-ria in the overexpression recombinant bacteria infection group were significantly higher than those in the empty vector group,indicat-ing that Rv3641c could promote the intracellular surviv al of mycobacteria.In summary,the Rv3641c gene of M.tuberculosis can inhibit the host type I interferon response and promote the intracellular survival of M.tuberculosis,which provides a new idea for further explor-ing the immune escape function of M.tuberculosis and the discovery of new targets for anti-tuberculosis drugs.

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