1.Development and validation of risk prediction model for carbapenem-resistant Klebsiella pneumoniae infection
Yinzhu MO ; Xianxiong CHENG ; Cangsang SONG ; Shijie LYU ; Baojun REN ; Zhiwei LI ; Jinying BAO ; Huanzhi YANG
China Pharmacy 2025;36(14):1786-1791
OBJECTIVE To investigate the independent risk factors for carbapenem-resistant Klebsiella pneumoniae (CRKP) infection, develop a nomogram prediction model and validate it. METHODS Clinical data of hospitalized patients infected with CRKP between April 2020 and May 2023 at Kunming First People’s Hospital were retrospectively collected and matched 1∶1 with patients infected with carbapenem-susceptible Klebsiella pneumoniae (CSKP) during the same period as the modeling group. Using the same criteria, data from patients hospitalized and infected with CRKP and matched CSKP between June 2023 and June 2024 were collected as the validation group. Univariate analysis, LASSO regression and multivariate Logistic regression were conducted to identify independent risk factors for CRKP infection and to develop a nomogram prediction model. Internal validation of the model was performed using Bootstrap resampling, and external validation was carried out using the data of validation group. The predictive performance of the model was evaluated using receiver operating characteristic (ROC) curves and calibration plots. RESULTS A total of 530 patients were enrolled, with 372 in the modeling group and 158 in the validation group. Cerebrovascular disease, indwelling gastric tube, mechanical ventilation, exposure to carbapenem antibiotics, and exposure to β-lactamase inhibitor compound agents were identified as independent risk factors for CRKP infection (P<0.05). The nomogram predicting CRKP infection risk achieved an area under ROC of 0.729 and 0.803 in internal and external validations, respectively. Calibration curves indicated a high degree of consistency between predicted and observed probabilities. CONCLUSIONS Cerebrovascular disease, indwelling gastric tube, mechanical ventilation, exposure to carbapenem antibiotics, and exposure to β-lactamase inhibitor compound agent are independent risk factors for CRKP infection. The developed nomogram model for predicting CRKP infection risk demonstrates good predictive performance and can aid in the early identification of patients at high risk for CRKP infection.
2.Association between relative grip strength and hyperuricemia among university freshmen
LI Nini, XIN Bao, MA Cheng, QIAN Wenwen
Chinese Journal of School Health 2025;46(7):1023-1026
Objective:
To investigate the relationship between relative grip strength and hyperuricemia (HUA) levels in university freshmen, and to explore the potential value of muscle function indicators in HUA prevention among young populations, so as to provide new scientific evidences for HUA control in the demographic.
Methods:
Utilizing health examination data from 1 744 freshmen enrolled in a Shaanxi Province university in September 2024, absolute grip strength was measured using CAMRY electronic dynamometers, with relative grip strength subsequently calculated. Spearman correlation analysis was employed to examine relationships between student characteristics and relative grip strength, and binary Logistic regression models assessed the association strength between relative grip strength and HUA.
Results:
The overall HUA detection rate among freshmen was 29.8%, with significant gender differences (male:43.1%; female:24.0%; χ 2=64.62, P <0.01). Correlation analysis revealed significant associations between relative grip strength, body weight, height, body mass index (BMI) and HUA in both genders (boys: r =-0.27, 0.54, 0.11 , 0.53; girls: r =-0.18, 0.33, 0.08, 0.33, all P <0.05). Binary Logistic regression demonstrated that each standard deviation increase in relative grip strength reduced HUA risk by 77% in males ( OR=0.23, 95%CI =0.14-0.37) and 80% in females ( OR=0.20, 95%CI =0.11-0.36) (both P <0.01).
Conclusions
Relative grip strength represents a significant factor associated with HUA in university students. Incorporating muscle strength training into HUA prevention programs and establishing muscle function based HUA risk warning systems should be considered.
3.Analysis on influencing factors of medical care seeking delay and diagnosis delay of pulmonary tuberculosis patients based on logistic regression model and decision tree model
Xiaoge MA ; Lijie ZHANG ; Hanqing GAO ; Cheng BAO ; Yue WU ; Sihui WU ; Menghan LIU ; Yuhong LIU ; Liang LI
Chinese Journal of Epidemiology 2024;45(5):721-729
Objective:To investigate the status of medical care seeking delay and diagnosis delay of pulmonary tuberculosis (PTB) patients in Tongzhou District and Changping District of Beijing, analyze the related factors and put forward suggestions for early detection and scientific management of PTB patients.Methods:A retrospective epidemiological survey was conducted to collect the incidence data of PTB registered in Tongzhou and Changping from January 1 to December 31, 2021 by using the Chinese Tuberculosis Information Management System, and telephone interview were used for information supplement. Multivariate logistic regression model and decision tree model were used to analyze the influencing factors of medical care seeking delay and diagnosis delay of PTB patients.Results:In 2021, the medical care seeking delay time M( Q1, Q3) in the PTB patients in Tongzhou and Changping was 11 (5, 26) days, with a delay rate of 41.71%. Results from multivariate logistic regression model analysis revealed that factors influencing the medical care seeking delay included regular health check-up ( OR=0.033, 95% CI: 0.008-0.147), coughing for less than 2 weeks or showing any symptom of PTB before medical care seeking ( OR=0.378, 95% CI: 0.215-0.665), showing other symptoms before medical care seeking( OR=2.791, 95% CI: 1.710-4.555), no work or school in medical care seeking ( OR=2.990, 95% CI: 1.419-6.298). The diagnosis delay time M( Q1, Q3) in the PTB patients was 8 (0, 18) days, with a delay rate of 35.20%. Multivariate logistic regression model analysis revealed that the factors influencing the diagnosis delay of PTB included being diagnosed at a specialized tuberculosis hospital ( OR=0.426, 95% CI: 0.236-0.767) or a tuberculosis prevention and control institution ( OR=1.843, 95% CI: 1.061-3.202) and being traced as a source of infection ( OR=2.632, 95% CI: 1.062-6.521). The overall performance of the multivariate logistic regression model was comparable to that of the decision tree model, with the decision tree model exhibiting higher sensitivity but lower specificity. Conclusions:The medical care seeking delay rate and diagnosis delay rate of tuberculosis in Tongzhou and Changping were at low levels in 2021. However, it is still necessary to strengthen the health education and active screening, improve the public awareness of PTB prevention and control, and further improve the level of medical services and medical access to reduce the medical care seeking delay and diagnosis delay of PTB patients.
4.Chemical diversity of azaphilones from the marine-derived fungus Talaromyces sp. HK1-18
Jia-cheng XUE ; Zhong-hui LI ; Bao-cong HAO ; Yao-yao ZHENG ; Xia-hao ZHU ; Zhi-xin CHEN ; Min CHEN
Acta Pharmaceutica Sinica 2024;59(5):1478-1483
GNPS-based mass spectrum-molecular networks is an effective strategy for rapidly identifying known natural products and discovering novel structures. The chemical diversity of azaphilones from the fermentation extracts of
5.Inflammatory pseudotumor-like follicular dendritic cell sarcoma of the spleen:2 cases report and literature review
Huan DU ; Li-Shuang LIN ; Zun-Guo DU ; Jie FAN ; Yun BAO ; Feng TANG ; Yuan-Yuan CHENG
Fudan University Journal of Medical Sciences 2024;51(1):128-132
Inflammatory pseudotumor-like follicular dendritic cell sarcoma(IPT-like FDCS)is a very rare malignant tumor that is considered to be associated with Epstein-Barr virus.Two patients in this report were generally healthy,and the spleen tumor was found during physical examination.After completing the examination,laparoscopic total splenectomy was performed,and the pathological result showed IPT-like FDCS.Postoperative chemoradiotherapy was not performed in either case.The disease has no characteristic clinical manifestations,and imaging overlaps with sarcoma.Microscopic manifestation showed CD21,CD23 and EBER positive spindle tumor cells in the inflammatory background with matted arrangement.Due to the interwoven distribution of tumor cells and lymphocytes,diagnosis is difficult.In this article,we report this two cases with literature review and summarize their clinical and pathological features to improve diagnostic cognition.
6.Tujia medicine Toddalia asiatica improves synovial pannus in rats with collagen-induced arthritis through the PI3K/Akt signaling pathway
Shan XIANG ; Zongxing ZHANG ; Lu JIANG ; Daozhong LIU ; Weiyi LI ; Zhuoma BAO ; Rui TIAN ; Dan CHENG ; Lin YUAN
Journal of Southern Medical University 2024;44(8):1582-1588
Objective To investigate the therapeutic mechanism of Tujia medicine Toddalia asiatica alcohol extract(TAAE)for synovial pannus formation in rats with college-induced arthritis(CIA).Methods Sixty male SD rats were randomized into normal control group,CIA model group,TGT group,3 TAAE treatment groups at low,medium and high doses(n=10).Except for those in the normal control group,all the rats were subjected to CIA modeling using a secondary immunization method and treatment with saline,TGT or TAAE by gavage once daily for 35 days.The severity of arthritis was assessed using arthritis index(AI)score,and knee joint synovium pathologies were examined with HE staining.Serum levels of TNF-α,IL-6,and IL-1β were detected with ELISA;the protein expressions of PI3K,Akt,p-PI3K,p-Akt,VEGF,endostatin,HIF-1α,MMP1,MMP3,and MMP9 in knee joint synovial tissues were determined using Western blotting,and the mRNA expressions of TNF-α,IL-6,IL-1β,VEGF,HIF-1α,PI3K,and Akt were detected with RT-PCR.Results Treatment of CIA rat models with TAAE and TGT significantly alleviated paw swelling,lowered AI scores,and reduced knee joint pathology,neoangiogenesis,and serum levels of inflammatory factors.TAAE treatment obviously increased endostatin protein expression,downregulated p-PI3K,p-Akt,MMP1,MMP3,MMP9,VEGF,and HIF-1α proteins,and reduced TNF-α,IL-6,IL-1β,PI3K,Akt,VEGF,and HIF-1α mRNA levels in the synovial tissues,and these changes were comparable between high-dose TAAE group and TGT group.Conclusion TAAE can improve joint symptoms and inhibit synovial pannus formation in CIA rats by regulating the expressions of HIF-1α,VEGF,endostatin,MMP1,MMP3,and MMP9 via the PI3K/Akt signalling pathway.
7.Tujia medicine Toddalia asiatica improves synovial pannus in rats with collagen-induced arthritis through the PI3K/Akt signaling pathway
Shan XIANG ; Zongxing ZHANG ; Lu JIANG ; Daozhong LIU ; Weiyi LI ; Zhuoma BAO ; Rui TIAN ; Dan CHENG ; Lin YUAN
Journal of Southern Medical University 2024;44(8):1582-1588
Objective To investigate the therapeutic mechanism of Tujia medicine Toddalia asiatica alcohol extract(TAAE)for synovial pannus formation in rats with college-induced arthritis(CIA).Methods Sixty male SD rats were randomized into normal control group,CIA model group,TGT group,3 TAAE treatment groups at low,medium and high doses(n=10).Except for those in the normal control group,all the rats were subjected to CIA modeling using a secondary immunization method and treatment with saline,TGT or TAAE by gavage once daily for 35 days.The severity of arthritis was assessed using arthritis index(AI)score,and knee joint synovium pathologies were examined with HE staining.Serum levels of TNF-α,IL-6,and IL-1β were detected with ELISA;the protein expressions of PI3K,Akt,p-PI3K,p-Akt,VEGF,endostatin,HIF-1α,MMP1,MMP3,and MMP9 in knee joint synovial tissues were determined using Western blotting,and the mRNA expressions of TNF-α,IL-6,IL-1β,VEGF,HIF-1α,PI3K,and Akt were detected with RT-PCR.Results Treatment of CIA rat models with TAAE and TGT significantly alleviated paw swelling,lowered AI scores,and reduced knee joint pathology,neoangiogenesis,and serum levels of inflammatory factors.TAAE treatment obviously increased endostatin protein expression,downregulated p-PI3K,p-Akt,MMP1,MMP3,MMP9,VEGF,and HIF-1α proteins,and reduced TNF-α,IL-6,IL-1β,PI3K,Akt,VEGF,and HIF-1α mRNA levels in the synovial tissues,and these changes were comparable between high-dose TAAE group and TGT group.Conclusion TAAE can improve joint symptoms and inhibit synovial pannus formation in CIA rats by regulating the expressions of HIF-1α,VEGF,endostatin,MMP1,MMP3,and MMP9 via the PI3K/Akt signalling pathway.
8.Establishment and evaluation of a quantitative PCR-based assay for the detection of Mycobacterium marinum in skin biopsy specimens
Zhaojun YUAN ; Lele SUN ; Yuanhang SUN ; Yong ZHANG ; Yuanyuan CAO ; Xu SANG ; Zige LI ; Meng WANG ; Yanru CHENG ; Yanyan LI ; Qing PAN ; Fangfang BAO ; Hong LIU ; Furen ZHANG
Chinese Journal of Dermatology 2024;57(11):1022-1028
Objective:To establish a rapid quantitative PCR (qPCR) technique for Mycobacterium marinum skin infections, and to analyze its clinical diagnostic efficiency. Methods:DNA was extracted from Mycobacterium marinum colonies and serially diluted (10 -1 to 10 -8). Twelve pairs of previously reported primers and probes, as well as 6 pairs of newly designed primers and probes in this study, were used for qPCR amplification to identify the most sensitive primers and probes for the detection of Mycobacterium marinum. Skin lesion tissues were collected from 72 patients with confirmed Mycobacterium marinum infections (experimental group) and 68 with other mycobacterial infections (control group) at Shandong Provincial Hospital for Skin Diseases & Shandong Provincial Institute of Dermatology and Venereology, Shandong First Medical University & Shandong Academy of Medical Sciences in 2021. These skin tissues were subjected to qPCR amplification, interferon-gamma release assay (IGRA), acid-fast staining, and tissue culture to evaluate the diagnostic efficacy. Results:The newly designed primers and probes targeting the mycobacterial enhanced infection locus 2 (Mel2) demonstrated the highest sensitivity, with a detection limit of 0.86 copies/μl (cycle threshold value = 37) ; the qPCR amplification with the Mel2 primers/probes did not yield positive results when used for the detection of other mycobacteria (including Mycobacterium leprae and Staphylococcus spp) . Among the 72 patients in the experimental group, 44 were positive for qPCR with a sensitivity of 61.1% (95% CI: 49.6% - 71.5%), and 47 were positive for culture with a sensitivity of 65.2% (95% CI: 53.8% - 75.3%) ; all the 68 controls were negative for both qPCR and culture, with their specificities both being 100%. Among 65 patients subjected to IGRA, 31 were positive with a sensitivity of 47.7% (95% CI: 36.0% - 59.6%), while 16 out of 25 controls were negative for IGRA with a specificity of 64.0% (95% CI: 44.5% - 79.8%). Among 58 patients subjected to acid-fast staining, 37 were positive with a sensitivity of 63.8% (95% CI: 50.9% - 74.9%), and 52 out of 66 controls were negative for acid-fast staining with a specificity of 78.8% (95% CI: 67.5% - 86.9%). The combination of qPCR and culture resulted in a sensitivity of 93% and a specificity of 100% for the detection of Mycobacterium marinum. Conclusion:In this study, a highly sensitive qPCR assay was developed for the detection of Mycobacterium marinum, and its combination with culture could further improve the detection sensitivity.
9.Screening of aging key genes in Alzheimer's disease based on WGCNA
Xiaolin LI ; Xin SUI ; Ziteng MAN ; Tiantian CHENG ; Juan SONG ; Yanan BAO ; Yu LIN ; Hongyan YANG
China Modern Doctor 2024;62(28):14-20
Objective Using the weighted gene co-expression network analysis(WGCNA)to explore the key genes of aging associated with Alzheimer's disease(AD).Methods GSE132903 was selected from GEO database as the analysis dataset.The differential expressed genes(DEGs)of AD were screened,and visualized with volcano and heat map.Aging and senescence-associated genes(ASAGs)were downloaded from MsigDB,Aging Altas and CellAge databases.WGCNA screened the gene modules with the highest correlation with AD,and genes of key modules subsequently performed with gene ontology(GO),Kyoto Encyclopedia of Genes and Genomes(KEGG)enrichment analysis.AD age-related differential expressed genes(ARDEGs)were obtained by taking intersection genes of DEGs,key module genes of WGCNA and ASAGs.Protein-protein interaction(PPI)network analysis was performed using the STRING database to find key node genes.The co-expression networks and associated functions of key genes were analyzed using the GeneMANIA database.The key genes were validated in Alzdata database.Results 226 DEGs,606 ASAGs and 8 ARDEGs were obtained.The top 5 key genes selected by PPI were SYP,STXBP1,VAMP2,CPLX1 and STX1A.Alzdata database verified that the expressions of 5 key genes in other brain regions of AD were down-regulated,except for no significant changes of VAMP2 in hippocampus and STXBP1 in frontal cortex,as well as no expression of CPLX1 in frontal cortex.The differential expression of VAMP2,STXBP1 and STX1A appeared in the early stage of AD,and CPLX1 was related to the pathological process of Tau.SYP and STXBP1 were related to the pathological processes of amyloid β-protein and Tau.Conclusion SYP,STXBP1,VAMP2,CPLX1 and STX1A are ARDEGs,which are expected to be potential diagnostic and therapeutic targets for AD.
10.The Value of sFLC and Serum Calcium in the Diagnosis and Prog-nosis of Multiple Myeloma Patients
Xiao-Hang PEI ; Li-Na ZHANG ; Pan ZHOU ; Tong-Bao WANG ; Cheng LIAN ; Ping ZHANG ; Ping-Chong LEI ; Zun-Min ZHU
Journal of Experimental Hematology 2024;32(3):794-798
Objective:To investigate the value of serum free light chain(sFLC)and serum calcium ion in the diagnosis and prognosis of multiple myeloma(MM).Methods:Forty patients with MM treated in Henan Provincial People's Hospital from January 2018 to January 2022 were selected as the observation group,and 40 healthy volunteers were selected as the control group.The differences of sFLC-κ,sFLC-λ,sFLC-κ/λ,serum calcium ions,etc between the two groups were compared.Meanwhile,the differences of sFLC-κ,sFLC-λ,sFLC-κ/λ,serum calcium ions,etc in different international staging systems(ISS),chemotherapy efficacy and prognosis patients were analyzed.Results:The levels of sFLC-κ[(98.39±21.19)vs(12.01±4.45)mg/L],sFLC-λ[(210.20±45.54)vs(14.10±5.11)mg/L]and proportions of hypocalcemia(65%vs 0)in the observation group were significantly higher than those in the control group(P<0.05),while sFLC-κ/λ ratio[(0.44±0.10)vs(0.87±0.12)]and serum calcium ions[(1.98±0.46)vs(2.42±0.40)mmol/L]were significantly lower than those in the control group(P<0.05).The sFLC-κ,sFLC-λ,the proportion of hypocalcemia and the course of hypocalcemia in ISS stage Ⅲ patients in the observation group were significantly higher than those in stage Ⅰ and Ⅱ patients(P<0.05),while sFLC-κ/λ ratio,and serum calcium ions were significantly lower than those in stage Ⅰ and Ⅱ patients(P<0.05).The levels of sFLC-κ[(107.76±21.22)vs(94.67 ±20.11)mg/L],sFLC-λ[(245.54±41.12)vs(205.54±50.22)mg/L]of patients with hypocalcemia in the observation group was significantly higher than those without hypocalcemia(P<0.05),while the sFLC-κ/λ ratio was significantly lower than those without hypocalcemia[(0.42±0.04)vs(0.47±0.06);P<0.05].The levels of sFLC-κ[(107.29±20.14)vs(91.11±18.92)mg/L],sFLC-λ[(247.98±42.26)vs(179.29±39.32)mg/L]in patients with ineffective chemotherapy were significantly higher than those in patients with effective chemotherapy(P<0.05),while the sFLC-κ/λ ratio was significantly lower than those in patients with effective chemotherapy[(0.43± 0.10)vs(0.50±0.09);P<0.05)].The area under the ROC curve for sFLC-κ,sFLC-λ,sFLC-κ/λ predicting ineffective chemotherapy was 0.803,0.793 and 0.699 respectively,P<0.05.There was no significant difference in sFLC-κ,sFLC-λ,sFLC-κ/λ ratio,serum calcium ion,hypocalcemia ratio and hypocalcemia course between survival and death patients(P>0.05).Conclusion:sFLC and serum calcium are related to 1SS stage of MM patients.sFLC level has a certain value to predict the curative effect of chemotherapy in MM patients.However,the prognostic values of sFLC and serum calcium are not yet confirmed for MM patients.


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