1.Effects and mechanisms of pesticide carbendazim on osteogenic differentiation
Liming XUE ; Jiale XU ; Jingxian ZHOU ; Yu’e JIN ; Dasheng LU
Journal of Environmental and Occupational Medicine 2026;43(2):222-229
Background Carbendazim (CBZ), a widely used benzimidazole fungicide, has raised increasing concerns regarding the health risks associated with its residues. However, the toxic effects and associated mechanisms of CBZ on the skeletal system have not been reported. Objective To elucidate the effects of carbendazim on osteogenic differentiation and its underlying mechanisms. Methods MC3T3-E1 mouse pre-osteoblastic cells were treated with 1, 10, and 100 μmol·L−1 CBZ for 24 h to examine cell viability, alkaline phosphatase (ALP) activity, bone nodule formation, reactive oxygen species (ROS) level, malondialdehyde (MDA) content, and nitric oxide synthase (NOS) activity. Transcriptomics was used to identify differentially expressed genes (DEGs) in osteoblasts exposed to CBZ. Kyoto Encyclopedia of Genes and Genomes (KEGG) and gene set enrichment analysis (GSEA) were employed to analyze the potential biological pathways of DEGs. Real-time polymerase chain reaction (RT-PCR) and Western blot were used to validate changes in gene and protein expression. Results Exposure to 10 and 100 μmol·L−1 CBZ significantly reduced osteoblast viability, ALP activity, bone nodule formation, and NOS activity, while increasing intracellular ROS levels. CBZ at 100 μmol·L−1 concentration significantly elevated MDA level (P < 0.05). The transcriptomic analysis revealed that 1 μmol·L−1 CBZ treatment resulted in 385 significantly DEGs. The KEGG enrichment analysis revealed that CBZ significantly affects hormone regulation pathways (including parathyroid hormone, growth hormone, dopamine, and oxytocin), mitogen-activated protein kinase (MAPK) and cyclic GMP-dependent protein kinase G (cGMP-PKG) signaling pathways, focal adhesion and adherens junction, as well as the NOD-like receptor signaling pathway and the mRNA surveillance (NMD) pathway. The results of GSEA showed that CBZ significantly inhibited the bile acid metabolism and the Wnt/β-catenin pathway in osteoblasts. The validation results demonstrated that CBZ significantly suppressed the mRNA expression of Wnt3a and β-catenin, as well as the protein expression of Runx2 and Osterix in the Wnt/β-catenin pathway. Conclusion CBZ exposure exhibits potential skeletal toxicity, and its mechanism is through promoting oxidative stress, interfering with the Wnt/β-catenin pathway in osteogenic differentiation, thereby inhibiting the bone formation function of osteoblasts.
2.Effectes of perfluorooctanoic acid exposure on mouse embryonic osteoblast precursor cells and its molecular mechanisms
Liming XUE ; Jiale XU ; Yuanjie LIN ; Yu'e JIN ; Dasheng LU ; Guoquan WANG
Shanghai Journal of Preventive Medicine 2025;37(7):629-635
ObjectiveTo explore the biological mechanism of bone loss caused by perfluorooctanoic acid (PFOA) through transcriptomic analysis, and to provide new insights into regulating perfluoroalkyl substances (PFAS) applications and the prevention of hazards affecting bone health. MethodsMouse embryonic osteoblast precursor cells (MC3T3-E1) were exposed to 0.1, 1, 10, and 100 μmol·L-¹ PFOA for 24 hours to assess the effects on cell viability and alkaline phosphatase (ALP) activity, and to determine the critical concentration of PFOA toxicity. The transcriptome sequencing (RNA-seq) was performed to identify differentially expressed genes (DEGs) induced by PFOA. Gene ontology (GO) analysis and gene set enrichment analysis (GSEA) were conducted to identify significantly affected gene pathways. Additionally, Seahorse XF metabolic phenotyping and reverse transcription polymerase chain reaction (RT-PCR) were used to validate the key pathways. ResultsExposure to 10 and 100 μmol·L-¹ PFOA significantly reduced the cell viability and ALP activity of MC3T3-E1 cells. Therefore, the results of transcriptomic analysis for 10 μmol‧L-1 PFOA exposure found that a total of 80 DEGs were identified, including 32 upregulated genes and 48 downregulated genes. According to GO analysis, PFOA mainly affected cellular components such as mitochondrion and nucleus, molecular functions involving GTPase activity and GTP binding, as well as biological process related to mRNA processing. GSEA identified the downregulation of the β-oxidation of fatty acid pathway in mitochondria. Metabolic phenotyping reserches showed that PFOA indeed reduced mitochondrial aerobic respiration capacity and adenosine triphosphate (ATP) production, and the ratio of ATP production from cellular aerobic respiration to glycolysis was significantly decreased as well. The mRNA expression of glucose metabolism-related genes (GK, G6PD, and CS), as well as fatty acid metabolism-related genes (CPT1A and CPT2), were significantly downregulated. ConclusionPFOA reduces bone formation by inhibiting energy metabolism and β-oxidation of fatty acid pathways in osteoblasts, whihc lays the foundation for revealing the mechanism of PFOA exposure induced bone loss.
3.Association of dietary behaviors, physical activity and altitude with nutritional status among children and adolescents
Chinese Journal of School Health 2025;46(10):1411-1415
Objective:
To analyze the association between altitudes and nutritional status of children and adolescents, and to explore the moderating effects of dietary behaviors and physical activity, so as to provide a scientific basis for developing lifestyle interventions tailored to local conditions.
Methods:
From September to November 2023, physical examinations and questionnaire surveys were conducted among children and adolescents aged 7-17 in two autonomous regions, Inner Mongolia and Xizang, with a final sample of 156 511 participants by the stratified cluster random sampling method. Height and weight were measured to calculate body mass index (BMI). Sociodemographic characteristics, dietary behaviors, and physical activity were collected via questionnaires, while the altitude of each participant s school was obtained using Amap. Logistic regression was performed to examine the relationship between altitudes and nutritional status. Interaction terms and stratified analyses were applied to assess the moderating effects of dietary behaviors and physical activity. Restricted cubic spline (RCS) were used for visualization.
Results:
In 2023, the prevalence of wasting and overweight/obesity among children and adolescents in Xizang were 9.7% and 9.0%, respectively, compared to 2.9% and 22.0% in Inner Mongolia. Logistic regression analysis results showed that for every 1 km increase in altitude, the risk of wasting increased, while the risk of overweight/obesity decreased ( OR =1.43, 0.19, both P <0.05). The results of the stratified analysis showed that compared to those living at altitudes <1 km, children and adolescents with healthy diets showed no significant association between altitudes (1-<2 and 2-<3 km) and wasting ( OR =1.22, 0.75, both P >0.05), whereas significant associations were observed at 3-<4 and ≥4 km altitudes ( OR =2.25, 2.89, both P <0.05). In contrast, unhealthy dietary groups showed statistically significant associations across altitudes ( OR =1.18-4.04, all P <0.05), consistent with RCS results. No moderating effects were observed for physical activity on the altitude wasting association or for dietary behaviors and physical activity combined on the altitude overweight/obesity association ( P interaction =0.63, 0.10, 0.53).
Conclusion
Healthy dietary behaviors play a critical role in improving the nutritional status of children and adolescents and reducing regional disparities, providing a scientific foundation for public health policy formulation and implementation.
4.Construction of interpretable predictive model of acupuncture for methadone reduction in patients undergoing methadone maintenance treatment based on machine learning and SHAP.
Baochao FAN ; Qiao ZHANG ; Chen CHEN ; Yiming CHEN ; Peiming ZHANG ; Liming LU
Chinese Acupuncture & Moxibustion 2025;45(10):1363-1370
OBJECTIVE:
To construct a predictive model for the reduction in methadone maintenance treatment (MMT) and evaluate the effects of different interventions and other clinical factors on methadone reduction using Shapley additive explanations (SHAP).
METHODS:
Two clinical trials of acupuncture for methadone reduction in MMT patients were analyzed, and the baseline data, MMT related information, intervention measures, the data related to dose-reduction outcomes were collected. The predictive model was constructed by means of 6 machine learning algorithms including support vector machine (SVM), K-nearest neighbors (KNN), logistic regression (LR), Naive Bayes (NB), random forest (RF) and categorical-boosting (CatBoost), and 2 integration methods, blending-ensemble method (Blending) and Stacking-ensemble method (Stacking). SHAP was employed for the interpretability analysis of the optimal model.
RESULTS:
A total of 251 MMT patients were included, 128 cases in the acupuncture group and 123 cases in the non-acupuncture group. CatBoost and Stacking performed optimally in the test set. CatBoost obtained an accuracy of 0.780 0±0.060 8, a precision of 0.500 0±0.120 0, a recall of 0.818 2±0.140 2, F1 score of 0.620 7±0.114 0, and receiver operating characteristic-area under curve (ROC-AUC) of 0.857 8±0.140 2 for the subjects. In MMT patients with acupuncture as an adjunctive therapy, the top 5 important features for methadone reduction, included intervention measures, body mass index (BMI), the duration of MMT, the history of opioid use and occupation; and SHAP values were 1.25, 0.36, 0.21, 0.19 and 0.12, respectively. The SHAP feature dependence plot showed that BMI, MMT duration and the history of opioid use presented a nonlinear negative correlation with the reduction effect.
CONCLUSION
In acupuncture as adjunctive therapy for methadone reduction, the clinical factors should be considered comprehensively; and the interpretable predictive model provides a scientific basis for it, which is conducive to the improvement of clinical strategy of acupuncture for methadone reduction and the development of personalized reduction scheme.
Humans
;
Methadone/therapeutic use*
;
Acupuncture Therapy
;
Adult
;
Female
;
Male
;
Machine Learning
;
Middle Aged
;
Opiate Substitution Treatment
;
Young Adult
5.Spicy food consumption and risk of vascular disease: Evidence from a large-scale Chinese prospective cohort of 0.5 million people.
Dongfang YOU ; Dianjianyi SUN ; Ziyu ZHAO ; Mingyu SONG ; Lulu PAN ; Yaqian WU ; Yingdan TANG ; Mengyi LU ; Fang SHAO ; Sipeng SHEN ; Jianling BAI ; Honggang YI ; Ruyang ZHANG ; Yongyue WEI ; Hongxia MA ; Hongyang XU ; Canqing YU ; Jun LV ; Pei PEI ; Ling YANG ; Yiping CHEN ; Zhengming CHEN ; Hongbing SHEN ; Feng CHEN ; Yang ZHAO ; Liming LI
Chinese Medical Journal 2025;138(14):1696-1704
BACKGROUND:
Spicy food consumption has been reported to be inversely associated with mortality from multiple diseases. However, the effect of spicy food intake on the incidence of vascular diseases in the Chinese population remains unclear. This study was conducted to explore this association.
METHODS:
This study was performed using the large-scale China Kadoorie Biobank (CKB) prospective cohort of 486,335 participants. The primary outcomes were vascular disease, ischemic heart disease (IHD), major coronary events (MCEs), cerebrovascular disease, stroke, and non-stroke cerebrovascular disease. A Cox proportional hazards regression model was used to assess the association between spicy food consumption and incident vascular diseases. Subgroup analysis was also performed to evaluate the heterogeneity of the association between spicy food consumption and the risk of vascular disease stratified by several basic characteristics. In addition, the joint effects of spicy food consumption and the healthy lifestyle score on the risk of vascular disease were also evaluated, and sensitivity analyses were performed to assess the reliability of the association results.
RESULTS:
During a median follow-up time of 12.1 years, a total of 136,125 patients with vascular disease, 46,689 patients with IHD, 10,097 patients with MCEs, 80,114 patients with cerebrovascular disease, 56,726 patients with stroke, and 40,098 patients with non-stroke cerebrovascular disease were identified. Participants who consumed spicy food 1-2 days/week (hazard ratio [HR] = 0.95, 95% confidence interval [95% CI] = [0.93, 0.97], P <0.001), 3-5 days/week (HR = 0.96, 95% CI = [0.94, 0.99], P = 0.003), and 6-7 days/week (HR = 0.97, 95% CI = [0.95, 0.99], P = 0.002) had a significantly lower risk of vascular disease than those who consumed spicy food less than once a week ( Ptrend <0.001), especially in those who were younger and living in rural areas. Notably, the disease-based subgroup analysis indicated that the inverse associations remained in IHD ( Ptrend = 0.011) and MCEs ( Ptrend = 0.002) risk. Intriguingly, there was an interaction effect between spicy food consumption and the healthy lifestyle score on the risk of IHD ( Pinteraction = 0.037).
CONCLUSIONS
Our findings support an inverse association between spicy food consumption and vascular disease in the Chinese population, which may provide additional dietary guidance for the prevention of vascular diseases.
Humans
;
Male
;
Female
;
Prospective Studies
;
Middle Aged
;
Aged
;
Vascular Diseases/etiology*
;
Risk Factors
;
China/epidemiology*
;
Adult
;
Proportional Hazards Models
;
Cerebrovascular Disorders/epidemiology*
;
East Asian People
6.A predictive model for poor outcome of lower extremity motor function after acute ischemic stroke
Shuang XU ; Liming LU ; Zhaowei LI
International Journal of Cerebrovascular Diseases 2025;33(3):168-172
Objective:To develop and evaluate a nomogram prediction model for poor outcome of lower extremity motor function in patients with acute ischemic stroke (AIS) at 90 days after onset.Methods:Patients with AIS admitted to Guangzhou Province Hospital of Chinese Medicine from January to October 2024 were included retrospectively. At 90 days after onset, Functional Ambulation Category (FAC) was used for outcome evaluation. ≥4 was defined as good outcome and <4 was defined as poor outcome. Multivariate logistic regression analysis was used to identify the independent predictive factors for poor outcome of lower extremity motor function, and develop a nomogram prediction model. The area under the receiver operating characteristic curve, calibration curve, and clinical decision curve were used to evaluate the predictive model. Results:A total of 325 patients with AIS were enrolled, including 214 males (65.8%), median aged 62 years (interquartile range, 54-71 years); 158 patients (48.6%) had poor outcome of lower extremity motor function. Multivariate logistic regression analysis showed that older age (odds ratio [ OR] 1.037, 95% confidence interval [ CI] 1.011-1.065]; P=0.007) and a higher baseline National Institutes of Health Stroke Scale (NIHSS) score ( OR 1.472, 95% CI 1.336-1.637; P<0.001) were the independent predictors of poor outcome, while intravenous thrombolysis ( OR 0.195, 95% CI 0.080-0.443; P<0.001) and early rehabilitation intervention ( OR 0.444, 95% CI 0.231-0.850; P=0.014) were the independent predictors of good outcome. The area under the receiver operating characteristic curve of the nomogram prediction model developed using the above factors was 0.906 (95% CI 0.872-0.940), indicating that the model had good discriminability. The calibration curve fits well with the ideal curve. The clinical decision curve showed that the model had stronger clinical practicality. Conclusion:The nomogram developed by age, intravenous thrombolysis, early rehabilitation intervention, and baseline NIHSS score can effectively predict the risk of poor outcome of lower extremity motor function in patients with AIS and has higher clinical value.
7.Analysis of the Current Research Status and Spectrum of Dominant Diseases of Fire Needling Therapy
Yiqian LU ; Jingchun ZENG ; Chuangrun XU ; Guo'an LAI ; Shiyu LIN ; Liming LU ; Lixing ZHUANG ; Shuxin WANG
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(2):415-424
Objective To analyze the research literature on fire needling therapy published on China National Knowledge Infrastructure(CNKI),Wanfang Data Knowledge Service Platform(Wanfang),and China Science and Technology Journal Database(VIP)in the last 20 years,and to explore the current status and the hotspots of the research,thus to summarize and analyze the spectrum of the dominant diseases and technological transformations of fire needling therapy.Methods CiteSpace and VOSviewer were applied to analyze the keywords,authors and institutions,to draw the scientific knowledge map,and to summarize the disease spectrum.Results A total of 4 226 literature were included,from 2000 to 2023,the number of publications on fire needling therapy research showed an increasing trend,with each of the four periods showing its own characteristics of the times.The"filiform fire needling"and"pricking of fire needling"were widely used as acupuncture tools and acupuncture techniques in the studies,the emergence of high-frequency disease keywords such as"shingles""vitiligo"and"acne"indicates that research on the treatment of skin diseases with fire needling has attracted much attention.The disease spectrum of fire needling therapy was enlarged,involving a total of 356 diseases distributed in 20 disease systems.Conclusion Skin diseases and arthralgia became the dominant diseases of fire needling therapy,the rise of research hot words such as"acne vulgaris""vitiligo""stroke""chronic eczema""filiform fire needling"and"Lingnan fire needling"indicates that fire needling therapy is developing towards research standardization,theoretical diversification and disease diversification.
8.Inhibitory effect and mechanism of herbicide flurochloridone on osteogenic differentiation
Liming XUE ; Jiale XU ; Zhaofu MENG ; Zhijun ZHOU ; Dasheng LU ; Guoquan WANG
Shanghai Journal of Preventive Medicine 2025;37(12):1003-1008
ObjectiveTo explore the role of flurochloridone (FLC) on osteogenic differentiation and the potential mechanism of inhibiting bone formation, and to provide new insights into bone health risks associated with FLC pesticide exposure. MethodsNeonatal rat skull differentiation primary osteoblast model was used to investigate the effects of 1, 10 and 100 μmol·L-1 FLC exposure on cell viability, osteogenic differentiation alkaline phosphatase (ALP) activity, and bone mineralization nodule formation, respectively. The potential mechanism underlying the inhibition of FLC on osteoblast differentiation was analyzed using osteogenic differentiation gene chip technique, and the expression of key genes and proteins in the pathway was validated using reverse transcription polymerase chain reaction (RT-PCR) and protein immunoblotting (Western blot) methods. ResultsExposure to FLC at a concentration of 100 μmol·L⁻¹ reduced cell proliferation, ALP activity, and the formation of mineralized nodules in primary osteoblasts. Gene chip analyses revealed that exposure to 10 μmol·L⁻¹ FLC induced 15 differentially expressed genes (DEGs). Among these, MMP9 and Tnf were up-regulated, while Nkx3⁃2, Tuft1, Bmp2, Col12a1, Pparg, Enam, Igf1, Bmp5, Bmp3, Calcr, Egf, Igfbp3, and Col14a1 were down-regulated. Results of protein-protein interaction analyses and gene ontology enrichment analyses indicated that FLC inhibited the BMP/SMAD pathway involved in osteogenic differentiation. FLC suppressed the protein expression of BMP2 and Osterix, as well as the expression of key genes critical for osteogenic differentiation and ossification, such as BMP2, Runx2, SMAD1, and SMAD5 in the BMP/SMAD pathway. ConclusionFLC affects osteogenic differentiation and bone formation potential by regulating the BMP/SMAD axis and the expression of osteogenic genes, suggesting its potential risk in bone metabolism.
9.Abibliometric analysis of the current state of research on project management practices in hospital management
Dechao CHEN ; Yufeng SHI ; Lu YE ; Zhiming YANG ; Liming HE ; Lisha WU ; Guiyang ZHOU
Modern Hospital 2024;24(1):117-119,122
Objective To explore the research dynamics and hotspots of project management in the field of hospital man-agement,and analyze the contents that still need to be improved,so as to provide references for the subsequent research,and provide hospital managers with practical experience in hospital management.Methods Based on the PubMed database,we used the citexs data analysis platform to analyze the literature and big data from January 2012 to December 2022 on the application of project management in the field of hospital management.Results The effective literature was retrieved from 4236 articles,and the analysis found thatthe annualnumberofpublicationsinthisfield hasbeenincreasing,2021 sawthe highestannualnumberof 573 articles,and the fastest growth rate was 20.36% in 2017.The country with the most publications is the United States(1 546 articles,36.5% ),the research institution with the most publications is Monash University,Australia,the journal with the most publications is BMJ Open(124 articles),and the key words with the highest frequency of occurrence in the retrieved literature are quality improvement,primary care improvement,covid-19,telemedicine.Conclusion The research in this field has been rapidly developed and is in a fast rising phase.In almost every organization and industry,the share of project management or"projectization"is increasing,and project management has become an important part of hospital management research and prac-tice.In the context of building a modern hospital management system,the application of project management to hospital manage-ment is an effective means of improving the level of fine hospital management.
10.A bibliometric analysis of exploring the optimization path and theoretical basis of the management sys-tem of traditional Chinese medicine nursing technology in medical institutions
Xin CAO ; Yufeng SHI ; Lu YE ; Zhiming YANG ; Liming HE ; Guiyang ZHOU
Modern Hospital 2024;24(3):384-390
Objective To sort out and summarize the research hotspots and trends of Chinese medicine nursing technolo-gy at the present stage.Methods We searched the research literature on TCM nursing technology included in China Knowledge,Wanfang,and Wipu build-up to November 30,2023,and used CiteSpace 6.1.R6 software to perform co-occurrence analysis of research institutions and keyword clustering,timeline,and emergence analysis.Results A total of 5 771 documents were in-cluded,with a general upward trend in the number of publications,peaking at 692 publications in 2021.5 206 documents from 673 journals were included in the research literature,of which 19 journals had ≥50 publications(35.47%).2 087 research or-ganizations were involved,of which 27 had ≥20 publications(13.24%).Involving 9 484 authors,there were a total of 8 au-thors ≥5 in the cluster,indicating the existence of stable teamwork in the cluster.The keyword co-occurrence analysis yielded the research hotspots of TCM nursing technology as TCM nursing,training,nursing management,clinical efficacy,complica-tions,and quality of life.Conclusion Based on the econometrics and visualization analysis of the literature on TCM nursing technology,we explored the research hotspots and trends in this field,and provided two theoretical paths for medical institution managers to construct and optimize the management system of TCM nursing technology:to standardize the TCM nursing technology in hospitals and establish a clinical access management system;and based on the multidimensional management method,to inno-vate the training system of TCM nursing technology.


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