1.Mechanism of Yizhi Qingxin Prescription in Regulating PKA/CaN Pathway to Improve Cognitive Function in Alzheimer's Disease Model Mice
Xiaochen GUO ; Jiangang LIU ; Dandan SHI ; Ziqi NING ; Yaoyao ZHANG ; Fang LIU ; Meixia LIU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(3):97-108
ObjectiveTo explore the mechanism by which Yizhi Qingxin prescription improves mitochondrial dysfunction in Alzheimer's disease (AD) through regulating mitochondrial Ca2+ homeostasis and kinetic balance based on the protein kinase A (PKA)/calcineurin (CaN) signaling pathway. MethodsSixty three-month-old amyloid precursor protein (APP)/presenilin 1 (PS1) double transgenic mice were randomly divided into a model group, a donepezil group(0.65 mg·kg-1), a low-dose Yizhi Qingxin prescription group (YQF-L,2.6 g·kg-1), a medium-dose Yizhi Qingxin prescription group (YQF-M,5.2 g·kg-1), and a high-dose Yizhi Qingxin prescription group (YQF-H,10.4 g·kg-1), with 12 mice in each group. Twelve C57BL/6J mice with the same genetic background served as a normal group. Each treatment group received gavage administration daily, with the model and normal groups receiving equal volume of physiological saline. Intervention continued for 12 consecutive weeks. The learning and memory abilities of the mice were assessed using the novel object recognition (NOR) and Morris water maze (MWM) tests. Hematoxylin-eosin (HE)/Nissl staining was used to observe histopathological changes in the hippocampus. Transmission electron microscopy (TEM) was used to observe mitochondrial ultrastructure. Fluo-4 acetoxymethyl ester (Fluo-4 AM) Ca2+ probe was used to measure intracellular Ca2+ concentration in brain tissue. Western blot was used to determine the protein expression of PKA, CaN, sodium/calcium/lithium exchanger (NCLX), mitochondrial calcium uniporter (MCU), calmodulin (CaM), dynamin-related protein 1 (Drp1), and phosphorylated dynamin-related protein 1 (serine 637 site) [p-Drp1(S637)] in the hippocampus. Real-time quantitative polymerase chain reaction (Real-time PCR) was used to measure the expression of PKA, CaN, CaM, NCLX, MCU, and Drp1 mRNAs. ResultsCompared with those in the normal group, the recognition index (RI) of the model group decreased (P0.01), and the number of crossings through the original platform area, the duration of stay in the target quadrant, and the distance were reduced (P0.01). The protein expression of PKA, NCLX, and p-DRP1 (ser637) significantly decreased (P0.05), and the mRNA expression of PKA and NCLX significantly decreased (P0.05). The escape latency (EL) was prolonged (P0.05), and the intracellular Ca2+ level significantly increased (P0.01). The protein expression of CaN, CaM, MCU, and Drp1, as well as the mRNA expression of CaN, MCU, and Drp1, significantly increased (P0.05). After intervention with Donepezil and Yizhi Qingxin prescription, compared with that in the model group, the RI of the treatment group significantly increased (P0.05), and the number of crossings through the platform and the duration of stay in the target quadrant significantly increased (P0.05). The protein expression of PKA, NCLX, and p-Drp1 (ser637) and the mRNA expression of PKA and NCLX significantly increased (P0.05). On the 4th and 5th days, the EL was shortened (P0.05), and the intracellular Ca2+ level decreased (P0.05). The protein expression of CaN, CaM, MCU, and Drp1 and the mRNA expression of CaN, MCU, and Drp1 significantly decreased (P0.05). ConclusionYizhi Qingxin prescription regulates the PKA/CaN pathway, upregulates the expression of PKA, NCLX, and p-Drp1 (ser637) proteins, reduces the expression of CaN, CaM, MCU, and Drp1 proteins, and regulates Ca2+ homeostasis and mitochondrial dynamic balance, thereby enhancing the spatial learning and memory abilities of AD mice.
2.Mechanism of Yizhi Qingxin Prescription in Regulating PKA/CaN Pathway to Improve Cognitive Function in Alzheimer's Disease Model Mice
Xiaochen GUO ; Jiangang LIU ; Dandan SHI ; Ziqi NING ; Yaoyao ZHANG ; Fang LIU ; Meixia LIU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(3):97-108
ObjectiveTo explore the mechanism by which Yizhi Qingxin prescription improves mitochondrial dysfunction in Alzheimer's disease (AD) through regulating mitochondrial Ca2+ homeostasis and kinetic balance based on the protein kinase A (PKA)/calcineurin (CaN) signaling pathway. MethodsSixty three-month-old amyloid precursor protein (APP)/presenilin 1 (PS1) double transgenic mice were randomly divided into a model group, a donepezil group(0.65 mg·kg-1), a low-dose Yizhi Qingxin prescription group (YQF-L,2.6 g·kg-1), a medium-dose Yizhi Qingxin prescription group (YQF-M,5.2 g·kg-1), and a high-dose Yizhi Qingxin prescription group (YQF-H,10.4 g·kg-1), with 12 mice in each group. Twelve C57BL/6J mice with the same genetic background served as a normal group. Each treatment group received gavage administration daily, with the model and normal groups receiving equal volume of physiological saline. Intervention continued for 12 consecutive weeks. The learning and memory abilities of the mice were assessed using the novel object recognition (NOR) and Morris water maze (MWM) tests. Hematoxylin-eosin (HE)/Nissl staining was used to observe histopathological changes in the hippocampus. Transmission electron microscopy (TEM) was used to observe mitochondrial ultrastructure. Fluo-4 acetoxymethyl ester (Fluo-4 AM) Ca2+ probe was used to measure intracellular Ca2+ concentration in brain tissue. Western blot was used to determine the protein expression of PKA, CaN, sodium/calcium/lithium exchanger (NCLX), mitochondrial calcium uniporter (MCU), calmodulin (CaM), dynamin-related protein 1 (Drp1), and phosphorylated dynamin-related protein 1 (serine 637 site) [p-Drp1(S637)] in the hippocampus. Real-time quantitative polymerase chain reaction (Real-time PCR) was used to measure the expression of PKA, CaN, CaM, NCLX, MCU, and Drp1 mRNAs. ResultsCompared with those in the normal group, the recognition index (RI) of the model group decreased (P0.01), and the number of crossings through the original platform area, the duration of stay in the target quadrant, and the distance were reduced (P0.01). The protein expression of PKA, NCLX, and p-DRP1 (ser637) significantly decreased (P0.05), and the mRNA expression of PKA and NCLX significantly decreased (P0.05). The escape latency (EL) was prolonged (P0.05), and the intracellular Ca2+ level significantly increased (P0.01). The protein expression of CaN, CaM, MCU, and Drp1, as well as the mRNA expression of CaN, MCU, and Drp1, significantly increased (P0.05). After intervention with Donepezil and Yizhi Qingxin prescription, compared with that in the model group, the RI of the treatment group significantly increased (P0.05), and the number of crossings through the platform and the duration of stay in the target quadrant significantly increased (P0.05). The protein expression of PKA, NCLX, and p-Drp1 (ser637) and the mRNA expression of PKA and NCLX significantly increased (P0.05). On the 4th and 5th days, the EL was shortened (P0.05), and the intracellular Ca2+ level decreased (P0.05). The protein expression of CaN, CaM, MCU, and Drp1 and the mRNA expression of CaN, MCU, and Drp1 significantly decreased (P0.05). ConclusionYizhi Qingxin prescription regulates the PKA/CaN pathway, upregulates the expression of PKA, NCLX, and p-Drp1 (ser637) proteins, reduces the expression of CaN, CaM, MCU, and Drp1 proteins, and regulates Ca2+ homeostasis and mitochondrial dynamic balance, thereby enhancing the spatial learning and memory abilities of AD mice.
3.Nomogram prediction model for factors associated with vascular plaques in a physical examination population.
Xiaoling ZHU ; Lei YAN ; Li TANG ; Jiangang WANG ; Yazhang GUO ; Pingting YANG
Journal of Central South University(Medical Sciences) 2025;50(7):1167-1178
OBJECTIVES:
Cardiovascular disease (CVD) poses a major threat to global health. Evaluating atherosclerosis in asymptomatic individuals can help identify those at high risk of CVD. This study aims to establish an individualized nomogram prediction model to estimate the risk of vascular plaque formation in asymptomatic individuals.
METHODS:
A total of 5 655 participants who underwent CVD screening at the Health Management Center of The Third Xiangya Hospital, Central South University, between January 2022 and June 2024 we retrospectively enrolled. Using simple random sampling, participants were divided into a training set (n=4 524) and a validation set (n=1 131) in an 8꞉2 ratio. Demographic and clinical data were collected and compared between groups. Multivariate logistic regression analysis was used to identify independent factors associated with vascular plaques and to construct a nomogram prediction model. The predictive performance and clinical utility of the model were evaluated using receiver operating characteristic (ROC) curves, the Hosmer-Lemeshow goodness-of-fit test, calibration plots, and decision curve analysis (DCA).
RESULTS:
The mean age of participants was 52 years old. There were 3 400 males (60.12%). The overall detection rate of vascular plaque in the screening population was 49.87% (2 820/5 655). No statistically significant differences were observed in clinical indicators between the training and validation sets (all P>0.05). Multivariate Logistic regression analysis identified age, systolic blood pressure, high-density lipoprotein (HDL), low-density lipoprotein (LDL), lipoprotein(a), male sex, smoking history, hypertension history, and diabetes history as independent risk factors for vascular plaque in asymptomatic individuals (all P<0.05). The area under the curve (AUC) of the nomogram model for predicting vascular plaque risk were 0.778 (95% CI 0.765 to 0.791, P<0.001) in the training set and 0.760 (95% CI 0.732 to 0.787, P<0.001) in the validation set. The Hosmer-Lemeshow goodness-of-fit test indicated good model calibration (training set: P=0.628; validation set: P=0.561). The calibration curve plotted using the Bootstrap method demonstrated good agreement between predicted probabilities and actual probabilities. DCA showed that the nomogram provided a clinical net benefit for predicting vascular plaque risk when the threshold probability ranged from 0.02 to 0.99.
CONCLUSIONS
The nomogram prediction model for vascular plaque risk, constructed using readily available and cost-effective physical examination indicators, exhibited good predictive performance. This model can assist in the early identification and intervention of asymptomatic individuals at high risk for cardiovascular disease.
Humans
;
Male
;
Middle Aged
;
Female
;
Nomograms
;
Retrospective Studies
;
Risk Factors
;
Plaque, Atherosclerotic/diagnosis*
;
Aged
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Adult
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Physical Examination
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Logistic Models
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Cardiovascular Diseases/epidemiology*
;
ROC Curve
4.Recent research progress of Menin inhibitors in NPM1-mutated acute myeloid leukemia
Xiaoda YU ; Jiajing LI ; Anan WANG ; Jiangang GUO ; Bei LIU
Chinese Journal of Clinical Pharmacology and Therapeutics 2025;30(4):533-540
The nucleophosmin 1(NPM1)muta-tion is one of the most frequent subtypes in acute myeloid leukemia(AML).Under the conditions of FLT3-internal tandem duplications(FLT3-ITD)and/or DNMT3A co-mutations or adverse cytogenetics,the originally favorable prognosis will deteriorate.In recent years,studies have found that multiple endocrine neoplasia protein(Menin)inhibitors tar-geting Menin-KMT2A complex can downregulate the overexpression of leukemia causing genes HOX(homeotic gene)and MEIS1(myeloid ecotropic vi-ral integration site 1)in NPM1-mutated AML,dem-onstrating remarkable anti-leukemia activity.This article aims to review the mechanism and clinical research of Menin inhibitors,novel small molecule targeted drugs in NPM1-mutated AML,as well as the resistance mechanism of Menin inhibitors,hop-ing to provide promising approaches for the subse-quent treatment of NPM1-mutated AML patients.
5.Effect of high-fat on NOX4-SIRT1 signaling pathway in vascular aging
Dandan SHI ; Meixia LIU ; Jiangang LIU ; Xiaochen GUO ; Ziqi NING ; Yaoyao ZHANG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(7):871-876
Objective To observe the alterations of protein expression of nicotinamide adenine di-nucleotide phosphatase oxidase 4-silent mating type information regulation 2 homolog 1(NOX4-SIRT1)signaling pathway in ApoE-/-mice and C57BL/6J mice induced by high-fat diet.Methods Twenty ApoE-/-mice and 40 C57BL/6J mice,aged of 10 weeks and half male and half female,were randomly divided into a NC group and a HFD group,with 10 mice in each group(ApoE-/-+NC and ApoE-/-+HFD groups,and C57+NC and C57+HFD groups).After 1 week of adaptive feed-ing period,each group was fed with their corresponding diet for subsequent 12 weeks,and then blood samples were collected from the anesthetized orbits and aortic arch tissues were harvested.HE staining and Masson staining were performed to examine the pathological morphology of the aortic arch tissues.The serum levels of TG,TC,HDL-C and LDL-C were measured using an auto-matic biochemical analyzer.The content of ox-LDLC was detected with ELISA,and the contents of ROS,GSH,GPX and NAD+were measured by colorimetry.The expression of SIRT1,p53,p21 and NOX4 was detected by Western blotting.Results Compared with the C57+NC group,the ApoE-/-+NC group showed significant lipid deposition,increased collagen fibers,elevated levels of TC,TG,HDLC,LDL-C,ox-LDL-C and ROS and increased p21 expression level,and obviously decreased contents of GSH,GPX and NAD+(P<0.05,P<0.01).Compared with the ApoE-/-+NC group,the ApoE-/-+HFD group showed larger plaque areas,lessened elastic fibers,more col-lagen fibers,increased levels of TC,HDL-C,LDL-C,ox-LDL-C and ROS,and p21 expression level(P<0.01),and declined expression of GSH,GPX,NAD+and NOX4[6.4±0.8 μmol/L vs 9.6±0.8 μmol/L,242.0±39.0 U/ml vs 362.7±11.1 U/ml,0.61±0.15 nmol/L vs 1.07±0.20 nmol/L,0.26±0.01 vs 0.32±0.03;P<0.05,P<0.01[.Conclusion High-fat diet may accelerate vascular aging by elevating lipid and oxidative stress levels,decreasing NAD+and NOX4 expression,ele-vating p21 expression,and thereby activating the NOX4-SIRT1 pathway.
6.One-year outcomes of a novel domestic transcatheter aortic valve system in severe aortic stenosis: a multicenter cohort study
Yuehuan LI ; Jiawei ZHOU ; Lai WEI ; Yingqiang GUO ; Liang MA ; Huiming GUO ; Xiangbin PAN ; Dongjin WANG ; Fanyan LUO ; Jue WANG ; Minxin WEI ; Deguang FENG ; Yingbin XIAO ; Liming LIU ; Jian′an WANG ; Jiangang WANG ; Haibo ZHANG
Chinese Journal of Surgery 2025;63(11):1052-1058
Objective:To examine the safety and effectiveness of a novel domestic transcatheter aortic valve system in addressing severe aortic valve stenosis.Methods:This prospective, multicenter, single-arm target-value clinical trial enrolled patients with severe aortic stenosis meeting inclusion criteria from 13 Chinese centers between July 2021 and April 2022. The primary endpoint was all-cause mortality at 1-year post-procedure. Secondary endpoints included safety outcomes (30-day all-cause mortality, 1-year major adverse cardiovascular events, device success) and efficacy parameters (transvalvular pressure gradient, paravalvular leak severity, New York Heart Association(NYHA)class improvement, and quality of life). Survival analysis was performed using the Kaplan-Meier analysis.Results:The study included 134 patients, 85 males and 49 females, with an age of (73.6±5.6)years (range: 65.1 to 91.8 years). Bicuspid aortic valve morphology was present in 59.7% (80/134). Device success rate was 99.3%, with one case converted to open surgery due to coronary obstruction. All-cause mortality was 0.8% (95% CI: 0.1% to 5.3%) at both 30-day and 1-year follow-up, significantly lower than the 25% target value ( P<0.01). Permanent pacemaker implantation rates remained 2.2% (3/134) at both timepoints. Stroke incidence was 0.7% (1/134) at 30 days and 1.5% (2/134) at 1 year. Myocardial infarction rates were 0.7% (1/134) at both intervals. The postoperative transvalvular pressure gradient of the aortic valve was (6.6±3.1) mmHg(1 mmHg=0.133 kPa) (range: 4 to 8 mmHg). Among the patients, 32 cases (23.9%) had mild paravalvular leakage, 4 cases (3.0%) had moderate paravalvular leakage, and no severe paravalvular leakage was observed. NYHA class Ⅰ and Ⅱ patients increased from 18.7% preoperatively to 99.3% postoperatively. Conclusion:The novel domestic transcatheter aortic valve system demonstrates satisfactory 1-year safety and efficacy outcomes in treating severe aortic stenosis.
7.Efficacy and safety of luspatercept in the treatment of myelodysplastic syndrome anemia:a single-group rate meta-analysis
Jiajing LI ; An’an WANG ; Yuancheng GUO ; Xiaoda YU ; Jiangang GUO ; Bei LIU
China Pharmacy 2025;36(9):1135-1140
OBJECTIVE To analyze the efficacy and safety of luspatercept in the treatment of myelodysplastic syndromes (MDS) anemia, and provide reference for clinical medication. METHODS The literature related to luspatercept for MDS anemia in PubMed, Cochrane Library, Embase and Web of Science were searched by computer, and the search time was from the establishment of the database to January 2024. The quality of literature was evaluated after they were screened according to inclusion and exclusion criteria, the single-group rate meta-analysis and sensitivity analysis were performed by using RevMan 5.4 software, and the subgroup analysis was conducted. RESULTS A total of 756 patients in 9 articles were included in this study. The results of meta-analysis showed that the proportion of MDS patients who reached ≥8 weeks of red blood cell transfusion independence (RBC-TI) was 46% after using luspatercept [95%CI (0.28, 0.64), P<0.000 01]. The proportion of MDS patients whose hematological improvement in erythrocyte (HI-E) was 59% [95%CI (0.43, 0.74), P<0.000 01]. Among them, 5 articles reported that the proportion of MDS patients with grade 3-4 adverse reactions was 14% [95%CI (0.07, 0.22), P=0.000 2], and the poor general condition, infection, blood and lymphatic system disease were the common adverse reactions. Subgroup analysis showed that the source of heterogeneity was the blood transfusion burden in the proportion of MDS patients with RBC-TI≥8 weeks, and the source of heterogeneity was the 0931-8356251。revised international prognostic scoring system (IPSS-R) risk grade, SF3B1 mutation status and blood transfusion burden in the proportion of MDS patients with HI-E. Sensitivity analysis showed that the results of this study were stable. CONCLUSIONS Luspatercept can significantly improve blood transfusion dependence, reduce blood transfusion burden and promote hematology improvement in MDS patients. But attention should be paid to the occurrence of grade 3-4 adverse events; adverse events such as poor general condition, infection, blood and lymphatic system diseases are more common.
8.Impact of molecular heterogeneity of NPM1 mutations on prognosis of acute myeloid leukemia:a clinical report of 86 cases
Xiaoda YU ; Jiangang GUO ; An'an WANG ; Jiajing LI ; Bei LIU
Journal of Army Medical University 2025;47(18):2237-2244
Objective To investigate the impact of nucleophosmin 1-mutated(NPM1m)subtypes,variant allele frequency(VAF)and co-mutations on the survival outcomes of patients with acute myeloid leukemia(AML).Methods Clinical data,mutation status,and outcomes of 86 NPM1m-AML patients admitted in Department of Hematology,First Hospital of Lanzhou University between June 2017 and September 2024 were collected and retrospectively analyzed.Spearman correlation analysis,Kaplan-Meier curve analysis,Log-rank test,and Cox regression analysis was applied for correlation analysis,survival analysis,and factors affecting survival.Results The overall survival(OS)was significantly shorter in the Rares subtype of NPM1m than the ABD subtype(median OS:164 d vs 416 d,P=0.043).The VAF of NPM1m was positively correlated with the initial peripheral blood white blood cell count and lactate dehydrogenase(LDH)level(P<0.05).OS was reduced when VAF was≥0.37(median OS:164 d vs 730 d,P=0.003).The presence of myelodysplasia-related gene(MR)mutations was associated with a poorer prognosis when compared to the MR wild-type(median OS:45 d vs 395 d,P<0.001).The triple mutation of FMS-like tyrosine kinase 3-internal tandem duplication(FLT3-ITD)and DNMT3A also indicated a worse prognosis than the non-triple mutation(median OS:173 d vs 483 d,P=0.007).The presence of PTPN11 mutations was associated with improved OS(median OS:395 d vs 240 d,P=0.027),while the patients with coexistence of N/KRAS mutations trended toward better prognosis than the wild-type patients(median OS:662 d vs 189 d)though no statistical significance(P=0.070).Multivariate analysis revealed that LDH(HR=1.002,95%CI:1.000~1.003,P=0.005),NPM1m VAF(HR=2.415,95%CI:1.208~4.829,P=0.013),Rares subtype(HR=3.037,95%CI:1.134~8.136,P=0.027),and MR mutations(HR=5.283,95%CI:1.991~14.017,P<0.001)were independent risk factors associated with OS in the patients.Conclusion Molecular heterogeneity of NPM1m should be taken into account in prognostic stratification of NPM1m-AML.Factors including the Rares subtype,VAF≥0.37,coexistence of FLT3-ITD and DNMT3A mutations,and MR mutations are associated with poor prognosis of NPM1m-AML.The presence of PTPN11 mutations improves the prognosis,while the presence of N/KRAS mutations shows a trend toward better prognosis.LDH,NPM1m VAF,Rares subtype,and MR mutations are independent risk factors affecting OS of patients with NPM1m-AML.
9.Initial clinical experience with the perceval sutureless aortic valve: insights from a single center
Tong TAN ; Yongqiang LAI ; Jiangang WANG ; Xiubin YANG ; Ran DONG ; Hao CUI ; Enjun ZHU ; Hongchang GUO
Chinese Journal of Thoracic and Cardiovascular Surgery 2025;41(10):624-629
Objective:To summarize the early clinical outcomes of aortic valve replacement(AVR) using the Perceval sutureless aortic valve.Methods:This retrospective study included 50 patients who underwent AVR with the Perceval sutureless prostheses at Beijing Anzhen Hospital between June 2023 and January 2025. Surgical parameters, early clinical outcomes, valve function, and hemodynamic performance were evaluated to summarize clinical effectiveness.Results:The mean age of patients was(63.5±9.1) years, predominantly female(36/50). Severe aortic stenosis was present in 43 cases(86.0%). A preoperative aortic annulus dimension of 20.0(19.0, 21.0) mm measured in both anteroposterior and transverse diameters. Preoperative peak transvalvular gradient was(92.7±31.0)mmHg(1 mmHg=0.133 kPa), with a mean gradient of (58.0±21.2) mmHg. All procedures were successfully completed using the Perceval sutureless prostheses. Isolated AVR was performed in 20 patients(40.0%), with cardiopulmonary bypass and aortic cross-clamp times of 75.0(50.5, 99.5) min and 50.5(29.5, 71.5) min, respectively. Postoperative transesophageal echocardiography revealed an immediate reduction in the peak transvalvular gradient to 11.0(8.0, 18.0) mmHg, significantly lower compared to preoperative measurements( P<0.001). Two cases of paravalvular leakage and one case requiring permanent pacemaker implantation were reported postoperatively. All patients completed the 3-month follow-up, with one death during the follow-up period; the remaining patients exhibited normal prosthetic valve function without major adverse cardiovascular events. Significant postoperative reductions were observed in left ventricular end-diastolic diameter(45.8 mm vs. 43.2 mm, P=0.003) and left atrial diameter(53.9 mm vs. 44.6 mm, P<0.001) compared with baseline. Conclusion:AVR using the Perceval sutureless prostheses demonstrated safe and effective early clinical outcomes with excellent hemodynamic performance and low incidence of postoperative paravalvular leakage and permanent pacemaker implantation. The sutureless technique represents a viable alternative strategy, particularly advantageous for patients with small aortic annuli or complex surgical conditions, warranting broader clinical adoption.
10.Physical examination population lifestyle pattern mining and association analysis with metabolic associated fatty liver disease
Xinyun TAN ; Qingnan HE ; Jiangang WANG ; Bingqian ZHOU ; Xinjuan HUANG ; Manjie GUO ; Huihui ZOU ; Lei ZHAO ; Chunxiang QIN
Chinese Journal of Health Management 2025;19(3):176-183
Objective:To explore the lifestyle pattern of the physical examination population and analyze its association with metabolic associated fatty liver disease (MAFLD).Methods:This was a cross-sectional study. Based on the data of 196 515 physical examination individuals from the Health Management Center of the Third Xiangya Hospital of Central South University from January 2016 to December 2020, the subjects were grouped and characterized by principal component analysis and cluster analysis. Among them, 137 277 cases with MAFLD diagnosis information were included in the association analysis between lifestyle pattern and MAFLD. The differences in lifestyle pattern choice among different age, sex, education level, marital status, occupational category and medical insurance type and their differences with the risk of MAFLD were analyzed. The generalized linear mixed model was used to control confounding factors and then association analysis was conducted.Results:There were 6 types of lifestyle patterns in the physical examination population, which were respectively: indulgent type-both physical and mental damage, remedial type-excessive diet, giving type-unique intensity, comfortable type-natural health, heavy smoking type-sedentary injury, heavy drinking type-attempting to make up, accounting for 7.29%, 9.62%, 7.43%, 52.16%, 9.77%, 13.73% in the population. Among them, the male lifestyle pattern was mainly the indulgent type, the remedial type, the heavy smoking type and the heavy drinking type, showing the characteristics of unhealthy lifestyle pattern; Women tended to have healthier lifestyle patterns. After association analysis with MAFLD, it was found that the prevalence of MAFLD was more than 50% in the people who belonged to the indulgent type, remedial type, the heavy smoking type and the heavy drinking type (53.62%, 57.06%, 51.25% and 50.50%, respectively), and the prevalence of MAFLD in the giving type group was 40.17%. The risk of MAFLD in comfortable group was relatively low (28.25%), and the difference in risk of MAFLD among all modes was statistically significant after controlling for confounding factors ( P<0.001). Conclusion:According to cluster mining, there are 6 types of lifestyle patterns in the physical examination population, and the healthier lifestyle pattern has a lower risk of MAFLD.

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