1.Analysis of dynamic change patterns of six mycotoxin contents during the fermentation of Massa Medicata Fermentata
Shuang WANG ; Li ZHOU ; Hai-yan SHI ; Xia ZHAO ; Yan-wei CUI ; Hua-yin BAO ; Nan XU
Chinese Traditional Patent Medicine 2025;47(3):740-744
AIM To analyze the dynamic change patterns of aflatoxin B1,aflatoxin B2,aflatoxin G1,aflatoxin G2,T-2 toxin and deoxynivalenol contents during the fermentation of Massa Medicata Fermentata.METHODS The analysis was performed on a 40 ℃ thermostatic Waters ACQUITY UPLC HSS T3 column(100 mm×2.1 mm,1.8 μm),with the mobile phase comprising of 0.01%formic acid-[acetonitrile-methanol(1∶1)]flowing at 0.3 mL/min,and electron spray ionization source was adopted in positive ion scanning with multiple reaction monitoring mode.RESULTS Six mycotoxins showed good linear relationships within their own ranges(R2>0.998 0),whose average recoveries were 76.1%-119.3%with the RSDs of 0.49%-9.27%,and except for deoxynivalenol,their contents demonstrated the trends of growing out of nothing and gradually increasing.CONCLUSION The risk of mycotoxin infection exists in the fermentation of Massa Medicata Fermentata.This simple,efficient,rapid and sensitive method can provide a reference for whole-process monitoring the fermentation process for Massa Medicata Fermentata.
2.Therapeutic effect of Formononetin on Mycoplasma pneumoniae pneumonia in mice based on the MAPK/NF-κB signaling pathway
Shuang ZHANG ; Ran TAO ; Xiaojian CUI ; Leilei SHI
Immunological Journal 2025;41(8):535-540
Objective To investigate the therapeutic effect of Formononetin on mice with Mycoplasma pneumoniae pneumonia(MPP)by regulating the mitogen-activated protein kinase(MAPK)/nuclear factor κB(NF-κB)signaling pathway.Methods Six-week-old SPF-grade male BALB/c mice were selected.The MPP mouse model was established as the model group by instillating Mycoplasma pneumoniae bacterial solution through the nose.On the second day after successful modeling,mice were intraperitoneally injected with 15,30,and 60 mg/kg of Formononetin and 60 mg/kg of Formononetin+20 mg/kg of Anisomycin respectively as the low-dose,medium-dose,and high-dose Formononetin groups and the high-dose Formononetin+Anisomycin group,with 12 mice in each group.Another 12 mice were intraperitoneally injected with the same amount of 0.9%sodium chloride injection as the control group.The cough frequency of mice in each group was detected through the cough induction test.The partial pressure of carbon dioxide(PCO2)and partial pressure of oxygen(PO2)in each group of mice were detected by a blood gas analyzer,and the oxygenation index(OI)was calculated.The levels of inflammatory factors in each group were detected by ELISA,and the apoptosis of lung tissue cells in each group of mice was detected by TUNEL.HE staining was performed to observe the pathological changes of lung tissues in each group.The expression of MAPK/NF-κB pathway-related proteins in the lung tissues of mice in each group was detected by Western blot method.Results The lung tissue morphology of the mice in the control group was normal.The alveolar ducts and alveolar structures of mice in the model group were damaged,the alveolar septa thickened,and there was a large amount of inflammatory cell infiltration.Compared with the model group,the lung tissue morphology was improved in the low-dose,medium-dose and high-dose Formononetin groups.The lung tissue injury in the high-dose Formononetin+Anisamycin group was more severe compared with the high-dose Formononetin group.Compared with the control group,the cough latency period in the model group was shortened,and PO2,OI,and interleukin-10(IL-10)were decreased,while the frequency of coughing,PCO2,interleukin-18(IL-18),tumor necrosis factor-α(TNF-α),apoptosis rate,and the ratios of p-P38 MAPK/P38 MAPK,p-NF-κB p65/NF-κB p65,p-extracellular signal-regulated kinase 1/2(ERK1/2)/ERK1/2,and p-C-jun N-terminal kinase(p-JNK)/JNK increased(P<0.05).Compared with the model group,the low-,medium-and high-dose Formononetin groups had improved lung tissue morphology,prolonged cough latency,increased PO2,OI and IL-10,and reduced cough frequency.The PCO2,IL-18,TNF-α,apoptosis rate,and the ratios of p-p38 MAPK/P38 MAPK,p-NF-κB p65/NF-κB p65,ERK1/2/ERK1/2,and p-JNK/JNK decreased(P<0.05).In the low-,medium-,and high-dose Formononetin groups,with the increase of Formononetin dose,the cough latency gradually prolonged,the cough frequency gradually decreased,and the PO2,oxygenation index,and IL-10 gradually increased.The PCO2,IL-18,TNF-α,apoptosis rate and the ratios of p-p38 MAPK/P38 MAPK,p-NF-κB p65/NF-κB p65,p-ERK1/2/ERK1/2,and p-JNK/JNK gradually decreased(P<0.05).Compared with the high-dose Formononetin group,the high-dose Formononetin+Anisamycin group had shorter cough latency,lower PO2,OI and IL-10.The frequency of coughing,PCO2,IL-18,TNF-α,apoptosis rate,and the ratios of p-p38 MAPK/P38 MAPK,p-NF-κB p65/NF-κB p65,p-ERK1/2/ERK1/2,and p-JNK/JNK increased(P<0.05).Conclusion Formononetin may improve lung injury in MPP mice by inhibiting the MAPK/NF-κB signaling pathway.
3.Therapeutic effect of Formononetin on Mycoplasma pneumoniae pneumonia in mice based on the MAPK/NF-κB signaling pathway
Shuang ZHANG ; Ran TAO ; Xiaojian CUI ; Leilei SHI
Immunological Journal 2025;41(8):535-540
Objective To investigate the therapeutic effect of Formononetin on mice with Mycoplasma pneumoniae pneumonia(MPP)by regulating the mitogen-activated protein kinase(MAPK)/nuclear factor κB(NF-κB)signaling pathway.Methods Six-week-old SPF-grade male BALB/c mice were selected.The MPP mouse model was established as the model group by instillating Mycoplasma pneumoniae bacterial solution through the nose.On the second day after successful modeling,mice were intraperitoneally injected with 15,30,and 60 mg/kg of Formononetin and 60 mg/kg of Formononetin+20 mg/kg of Anisomycin respectively as the low-dose,medium-dose,and high-dose Formononetin groups and the high-dose Formononetin+Anisomycin group,with 12 mice in each group.Another 12 mice were intraperitoneally injected with the same amount of 0.9%sodium chloride injection as the control group.The cough frequency of mice in each group was detected through the cough induction test.The partial pressure of carbon dioxide(PCO2)and partial pressure of oxygen(PO2)in each group of mice were detected by a blood gas analyzer,and the oxygenation index(OI)was calculated.The levels of inflammatory factors in each group were detected by ELISA,and the apoptosis of lung tissue cells in each group of mice was detected by TUNEL.HE staining was performed to observe the pathological changes of lung tissues in each group.The expression of MAPK/NF-κB pathway-related proteins in the lung tissues of mice in each group was detected by Western blot method.Results The lung tissue morphology of the mice in the control group was normal.The alveolar ducts and alveolar structures of mice in the model group were damaged,the alveolar septa thickened,and there was a large amount of inflammatory cell infiltration.Compared with the model group,the lung tissue morphology was improved in the low-dose,medium-dose and high-dose Formononetin groups.The lung tissue injury in the high-dose Formononetin+Anisamycin group was more severe compared with the high-dose Formononetin group.Compared with the control group,the cough latency period in the model group was shortened,and PO2,OI,and interleukin-10(IL-10)were decreased,while the frequency of coughing,PCO2,interleukin-18(IL-18),tumor necrosis factor-α(TNF-α),apoptosis rate,and the ratios of p-P38 MAPK/P38 MAPK,p-NF-κB p65/NF-κB p65,p-extracellular signal-regulated kinase 1/2(ERK1/2)/ERK1/2,and p-C-jun N-terminal kinase(p-JNK)/JNK increased(P<0.05).Compared with the model group,the low-,medium-and high-dose Formononetin groups had improved lung tissue morphology,prolonged cough latency,increased PO2,OI and IL-10,and reduced cough frequency.The PCO2,IL-18,TNF-α,apoptosis rate,and the ratios of p-p38 MAPK/P38 MAPK,p-NF-κB p65/NF-κB p65,ERK1/2/ERK1/2,and p-JNK/JNK decreased(P<0.05).In the low-,medium-,and high-dose Formononetin groups,with the increase of Formononetin dose,the cough latency gradually prolonged,the cough frequency gradually decreased,and the PO2,oxygenation index,and IL-10 gradually increased.The PCO2,IL-18,TNF-α,apoptosis rate and the ratios of p-p38 MAPK/P38 MAPK,p-NF-κB p65/NF-κB p65,p-ERK1/2/ERK1/2,and p-JNK/JNK gradually decreased(P<0.05).Compared with the high-dose Formononetin group,the high-dose Formononetin+Anisamycin group had shorter cough latency,lower PO2,OI and IL-10.The frequency of coughing,PCO2,IL-18,TNF-α,apoptosis rate,and the ratios of p-p38 MAPK/P38 MAPK,p-NF-κB p65/NF-κB p65,p-ERK1/2/ERK1/2,and p-JNK/JNK increased(P<0.05).Conclusion Formononetin may improve lung injury in MPP mice by inhibiting the MAPK/NF-κB signaling pathway.
4.An adaptive Bayesian randomized controlled trial of traditional Chinese medicine in progressive pulmonary fibrosis: Rationale and study design.
Cheng ZHANG ; Yi-Sen NIE ; Chuan-Tao ZHANG ; Hong-Jing YANG ; Hao-Ran ZHANG ; Wei XIAO ; Guang-Fu CUI ; Jia LI ; Shuang-Jing LI ; Qing-Song HUANG ; Shi-Yan YAN
Journal of Integrative Medicine 2025;23(2):138-144
Progressive pulmonary fibrosis (PPF) is a progressive and lethal condition with few effective treatment options. Improvements in quality of life for patients with PPF remain limited even while receiving treatment with approved antifibrotic drugs. Traditional Chinese medicine (TCM) has the potential to improve cough, dyspnea and fatigue symptoms of patients with PPF. TCM treatments are typically diverse and individualized, requiring urgent development of efficient and precise design strategies to identify effective treatment options. We designed an innovative Bayesian adaptive two-stage trial, hoping to provide new ideas for the rapid evaluation of the effectiveness of TCM in PPF. An open-label, two-stage, adaptive Bayesian randomized controlled trial will be conducted in China. Based on Bayesian methods, the trial will employ response-adaptive randomization to allocate patients to study groups based on data collected over the course of the trial. The adaptive Bayesian trial design will employ a Bayesian hierarchical model with "stopping" and "continuation" criteria once a predetermined posterior probability of superiority or futility and a decision threshold are reached. The trial can be implemented more efficiently by sharing the master protocol and organizational management mechanisms of the sub-trial we have implemented. The primary patient-reported outcome is a change in the Leicester Cough Questionnaire score, reflecting an improvement in cough-specific quality of life. The adaptive Bayesian trial design may be a promising method to facilitate the rapid clinical evaluation of TCM effectiveness for PPF, and will provide an example for how to evaluate TCM effectiveness in rare and refractory diseases. However, due to the complexity of the trial implementation, sufficient simulation analysis by professional statistical analysts is required to construct a Bayesian response-adaptive randomization procedure for timely response. Moreover, detailed standard operating procedures need to be developed to ensure the feasibility of the trial implementation. Please cite this article as: Zhang C, Nie YS, Zhang CT, Yang HJ, Zhang HR, Xiao W, Cui GF, Li J, Li SJ, Huang QS, Yan SY. An adaptive Bayesian randomized controlled trial of traditional Chinese medicine in progressive pulmonary fibrosis: Rationale and study design. J Integr Med. 2025; 23(2): 138-145.
Female
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Humans
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Male
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Bayes Theorem
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Disease Progression
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Drugs, Chinese Herbal/therapeutic use*
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Medicine, Chinese Traditional/methods*
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Pulmonary Fibrosis/therapy*
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Quality of Life
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Randomized Controlled Trials as Topic
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Research Design
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Adaptive Clinical Trials as Topic
5.Construction of diagnostic model for Alzheimer's disease and immune analysis based on bioinformatics and machine learning
Linrui XU ; Yiyu ZHANG ; Jiaqi CUI ; Xianzhu CONG ; Shuang LI ; Jiayu GE ; Yujia KONG ; Suzhen WANG ; Fuyan SHI ; Jinrong WANG
Journal of Jilin University(Medicine Edition) 2025;51(4):1039-1051
Objective:To screen the Alzheimer's disease(AD)-related genes and construct its diagnostic model using bioinformatics technology and machine learning(ML)algorithms,to discuss the immunological characteristics of AD patients,and to provide novel biomarkers for AD diagnosis.Methods:The AD-related gene expression dataset GSE125583 was downloaded from the Gene Expression Omnibus(GEO)database.Differentially expressed genes(DEGs)were identified through differential analysis.Gene Ontology(GO)functional enrichment and Kyoto Encyclopedia of Genes and Genomes(KEGG)signaling pathway enrichment analyses were performed to explore the biological functions and signaling pathways of DEGs.A protein-protein interaction(PPI)network was constructed,and hub genes were screened using Cytoscape software combined with three ML algorithms:Least Absolute Shrinkage and Selection Operator(LASSO),eXtreme Gradient Boosting(XGBoost),and Random Forest(RF).The screened hub genes were utilized to build an AD diagnostic model via RF,followed by feature importance ranking.The model's efficacy and key genes were evaluated using a test set.Single-sample gene set enrichment analysis(ssGSEA)was used for immune cell infiltration analysis between AD group and control group.Results:Differential analysis identified 1 287 DEGs.The GO functional enrichment analysis results revealed that DEGs were primarily involved in biological functions related to neural signaling,synapses,and vesicles.KEGG signaling pathway enrichment analysis indicated significant enrichment of DEGs in ion transport,neurotransmitter,and ligand-gated channel pathways.Nine overlapping hub genes were screened by the three ML algorithms.In the AD diagnostic model,the top four key genes with highest diagnostic performance were adenylate cyclase-activating polypeptide 1(ADCYAP1),brain-derived neurotrophic factor(BDNF),platelet-derived growth factor receptor β(PDGFRB),and C-X-C motif chemokine receptor 4(CXCR4),with corresponding area under the curve(AUC)values of 0.852,0.795,0.820,and 0.756,respectively.The model achieved an AUC of 0.828,accuracy of 81.25%,sensitivity of 84.40%,and specificity of 71.43%.The immune cell infiltration analysis results demonstrated higher infiltration of macrophages,monocytes,natural killer(NK)cells,and lymphocytes in AD tissue.Among these,NK/natural killer T(NKT)cells and plasmacytoid dendritic cells showed significant correlations with the four key genes(P<0.05).Conclusion:The feature genes screened based on bioinformatics and ML exhibit diagnostic potential for AD.Genes such as ADCYAP1 may serve as potential biomarkers for AD diagnosis,offering significant implications for early prevention and treatment.
6.The impact of early enteral nutrition on intestinal function in patients with complicated intra-abdominal infection
Shuang-Shuang QIU ; Yan-Hua WANG ; Qiao-Hong HONG ; Cui-Ping ZENG ; Jian-Ting CHEN ; Jian-She SHI
Parenteral & Enteral Nutrition 2025;32(2):95-100
Objective:To investigate the effect of early enteral nutrition on intestinal function in patients with complicated intra-abdominal infection.Methods:In this study,a prospective single-center randomized controlled trial was used to select 88 patients with severe abdominal infections in the surgical intensive care ward from January 2021 to December 2023.Among them,65 patients were eligible and were randomly divided into 33cases in the intervention group(who received early enteral nutrition),and 32cases in the control group(who did not receive early enteral nutrition).The clinical baseline characteristics of the two groups,conditions such as abdominal distension and diarrhea during enteral nutrition,intra-abdominal pressure,the time to reach the standard of complete enteral nutrition,and the indexes of pre-albumin,CRP,and leukocyte count on the third and the seventh day postoperative day were observed.The t-test was used to compare between groups for normally distributed measures.The Mann-Whitney U test was used to compare between groups for skewed measures.The χ2 test or continuity-corrected χ2 test was used to compare the count data between groups.Repeated measures data were analyzed by repeated measures ANOVA.Results:The clinical baseline characteristics of the two groups were completely matched;There were significant differences in the changes of intra-abdominal pressure over time between the two groups(Fgroup=9.665,P=0.004),There were significant differences in the changes of intra-abdominal pressure over time between the two intervention group(Ftime=64.124,P<0.001)and the control group.and the trend of intra-abdominal pressure reduction in the intervention group was more significant than that in the control group(Finteractive=3.938,P=0.023);The time required for the recovery of bowel sounds was significantly shorter in the experimental group than in the control group[(19.5±3.5)h vs(35.3±4.5)h,P<0.001,t=15.829];there was no significant difference in the frequency of abdominal distention,vomiting and aspiration between the two groups(P>0.05),and the difference in the frequency of diarrhea was statistically significant(P=0.003);The time to reach the standard of enteral nutrition in the intervention group was shorter than that in the control group[(6.3±1.2)d vs(7.4±1.5)d,P=0.002];The total hospital stay of the intervention group was significantly shorter than that of the control group[(11±3.2)d vs(14±4.1)d,P=0.007].The prealbumin(0.21±0.2,0.28±0.2)g/L,CRP(175.5±23.6,45.4±14.5)mg/L,and white blood cell count(11.7±2.9,9.1±3.5)109/L of the intervention group on the 3rd and 7th days after surgery were significantly improved compared with those of the control group(P<0.05).Conclusion:Early enteral nutrition can effectively promote the recovery of intestinal function in patients with complicated intra-abdominal infection.
7.Analysis of dynamic change patterns of six mycotoxin contents during the fermentation of Massa Medicata Fermentata
Shuang WANG ; Li ZHOU ; Hai-yan SHI ; Xia ZHAO ; Yan-wei CUI ; Hua-yin BAO ; Nan XU
Chinese Traditional Patent Medicine 2025;47(3):740-744
AIM To analyze the dynamic change patterns of aflatoxin B1,aflatoxin B2,aflatoxin G1,aflatoxin G2,T-2 toxin and deoxynivalenol contents during the fermentation of Massa Medicata Fermentata.METHODS The analysis was performed on a 40 ℃ thermostatic Waters ACQUITY UPLC HSS T3 column(100 mm×2.1 mm,1.8 μm),with the mobile phase comprising of 0.01%formic acid-[acetonitrile-methanol(1∶1)]flowing at 0.3 mL/min,and electron spray ionization source was adopted in positive ion scanning with multiple reaction monitoring mode.RESULTS Six mycotoxins showed good linear relationships within their own ranges(R2>0.998 0),whose average recoveries were 76.1%-119.3%with the RSDs of 0.49%-9.27%,and except for deoxynivalenol,their contents demonstrated the trends of growing out of nothing and gradually increasing.CONCLUSION The risk of mycotoxin infection exists in the fermentation of Massa Medicata Fermentata.This simple,efficient,rapid and sensitive method can provide a reference for whole-process monitoring the fermentation process for Massa Medicata Fermentata.
8.A practice guideline for therapeutic drug monitoring of mycophenolic acid for solid organ transplants.
Shuang LIU ; Hongsheng CHEN ; Zaiwei SONG ; Qi GUO ; Xianglin ZHANG ; Bingyi SHI ; Suodi ZHAI ; Lingli ZHANG ; Liyan MIAO ; Liyan CUI ; Xiao CHEN ; Yalin DONG ; Weihong GE ; Xiaofei HOU ; Ling JIANG ; Long LIU ; Lihong LIU ; Maobai LIU ; Tao LIN ; Xiaoyang LU ; Lulin MA ; Changxi WANG ; Jianyong WU ; Wei WANG ; Zhuo WANG ; Ting XU ; Wujun XUE ; Bikui ZHANG ; Guanren ZHAO ; Jun ZHANG ; Limei ZHAO ; Qingchun ZHAO ; Xiaojian ZHANG ; Yi ZHANG ; Yu ZHANG ; Rongsheng ZHAO
Journal of Zhejiang University. Science. B 2025;26(9):897-914
Mycophenolic acid (MPA), the active moiety of both mycophenolate mofetil (MMF) and enteric-coated mycophenolate sodium (EC-MPS), serves as a primary immunosuppressant for maintaining solid organ transplants. Therapeutic drug monitoring (TDM) enhances treatment outcomes through tailored approaches. This study aimed to develop an evidence-based guideline for MPA TDM, facilitating its rational application in clinical settings. The guideline plan was drawn from the Institute of Medicine and World Health Organization (WHO) guidelines. Using the Delphi method, clinical questions and outcome indicators were generated. Systematic reviews, Grading of Recommendations Assessment, Development, and Evaluation (GRADE) evidence quality evaluations, expert opinions, and patient values guided evidence-based suggestions for the guideline. External reviews further refined the recommendations. The guideline for the TDM of MPA (IPGRP-2020CN099) consists of four sections and 16 recommendations encompassing target populations, monitoring strategies, dosage regimens, and influencing factors. High-risk populations, timing of TDM, area under the curve (AUC) versus trough concentration (C0), target concentration ranges, monitoring frequency, and analytical methods are addressed. Formulation-specific recommendations, initial dosage regimens, populations with unique considerations, pharmacokinetic-informed dosing, body weight factors, pharmacogenetics, and drug-drug interactions are covered. The evidence-based guideline offers a comprehensive recommendation for solid organ transplant recipients undergoing MPA therapy, promoting standardization of MPA TDM, and enhancing treatment efficacy and safety.
Mycophenolic Acid/administration & dosage*
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Drug Monitoring/methods*
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Humans
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Organ Transplantation
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Immunosuppressive Agents/administration & dosage*
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Delphi Technique
9.Corn Stalk-derived Manganese-nitrogen Dual-doped Carbon Materials as Two-electron Oxygen Reduction Reaction Electrocatalysts for Organic Pollutant Degradation
Shuang CUI ; Yong-Xing DIAO ; Guang-Xing HU ; Zhuang LI ; Yan SHI ; Hong-Da WANG
Chinese Journal of Analytical Chemistry 2025;53(5):698-707,中插1-中插10
The conversion of abundant and low-cost biomass waste into highly efficient two-electron oxygen reduction(ORR)electrocatalyst is an important link in the degradation of pollutants in industrial wastewater through the electro-Fenton process.In this work,porous biocarbon materials doped with manganese and nitrogen(MnNBC)were prepared from corn stalk.The H2O2 selectivity of MnNBC in acidic media was up to 81% @0.6 Vvs RHE,also MnNBC exhibited a long-term stability in a 10-h uninterrupted lifetime test.The ORR activity of MnNBC could be attributed to the synergistic effect of the hierarchical porous structure,improved defect level and heteroatom doping.Moreover,MnNBC as a cathode material for the electro-Fenton system could completely degrade four kinds of common organic dye pollutants,e.g.,Rhodamine B,methyl orange,methylene blue and crystal violet(25 mg/L),respectively,within 40?60 min.The present study provided valuable insights into the transformation of corn stalk waste into efficient cathode materials for the electro-Fenton process.
10.Prevalence of comorbidity of hypertension, diabetes and dyslipidemia and the association between comorbidity and cardiovascular mortality in population aged 40 years and over in Liaoning Province
Li JING ; Yuanmeng TIAN ; Han YAN ; Qun SUN ; Shubao LI ; Shimin CUI ; Jixu SUN ; Lei SHI ; Yuyao MA ; Guangxiao LI ; Shuang LIU ; Liying XING
Chinese Journal of Cardiology 2024;52(11):1311-1316
Objective:To investigate the comorbidity status of hypertension, diabetes, and dyslipidemia (the"three diseases") among residents aged≥40 in Liaoning Province, and to explore the correlation between the comorbidity and cardiovascular disease mortality.Methods:This investigation was a prospective cohort study. From February 2017 to March 2019, a multi-stage stratified cluster random sampling method was used to carry out a baseline survey of 18 758 permanent residents aged≥40 years in Liaoning Province. Demographic information and history of hypertension, diabetes, and dyslipidemia were collected and followed up every year. Death was mainly identified by linkage to the Population Death Information Registration Management System. Cox proportional hazard regression model was used to analyze the association between the comorbidity of the "three diseases" and cardiovascular disease mortality risk.Results:A total of 18 758 residents aged≥40 in Liaoning Province were included, with an age of (60.3±9.9) years and 7 325 males (39.1%). The comorbidity rate of hypertension, diabetes, and dyslipidemia was 6.7% (1 256/18 758), and the standardized prevalence rate was 5.4%. The comorbidity rate increased with age (P<0.001), which was higher in women than in men, and more significant in urban areas than in rural areas (all P<0.001). The comorbidity of "three diseases" accounted for 39.3% (1 256/3 198), 18.7% (1 256/6 710), and 11.8% (1 256/10 653) in patients with diabetes, dyslipidemia, and hypertension, respectively. With a follow-up of (4.3±0.6) years, 463 people died of cardiovascular disease. The mortality rate of cardiovascular disease in the comorbidity of hypertension, diabetes, and dyslipidemia was 8.74/1 000 person-years. After adjusting potential confounders, Cox proportional hazard regression model analysis showed that compared with normal individuals, the hazard ratio of cardiovascular disease mortality in patients with the "three diseases" was 2.55 (95% CI: 1.63-3.99). Conclusion:The prevalence of comorbidity of hypertension, diabetes, and dyslipidemia among residents aged≥40 in Liaoning Province was relatively high, and the risk of cardiovascular disease mortality in patients with the "three diseases" was increased.

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