1.Analyzing the influencing factors of work-related musculoskeletal disorders in passenger drivers
Xinyang YU ; Yingfei XIANG ; Yonglin LUO ; Meifang XU ; Xiao YIN ; Min YANG ; Huiqing CHEN ; Shijie HU
China Occupational Medicine 2025;52(2):155-159
Objective To investigate the prevalence of work-related musculoskeletal disorders (WMSDs) in passenger drivers and its influencing factors. Methods A total of 951 passenger drivers in Guangdong Province were selected as the research subjects using the judgmental sampling method. A Musculoskeletal Injury Questionnaire was employed to assess the prevalence of WMSDs in the past year. Results The prevalence of WMSDs in passenger drivers was 41.11%. The result of multivariable logistic regression analysis showed that married drivers had a higher risk of WMSDs than single drivers (P<0.05). The lower the frequency of physical exercise, the longer the driving time per week, the longer the continuous driving time, the more restricted the driving working space, the poorer the foot comfort during driving, and the more affected the normal meal, the higher the risk of WMSDs (all P<0.05). The risk of WMSDs in drivers with sleep time ≤ 8.0 h/d was higher than that in drivers with sleep time > 8.0 h/d (P<0.01), and the risk of WMSDs in drivers with the same posture for a long time on the shoulder was higher than that in drivers without this poor working posture (P<0.01). Conclusion WMSDs were prevalent among passenger drivers, which was associated with demographic and adverse ergonomic factors. Intervention on lifestyle and adverse ergonomic factors could further reduce the risk of WMSDs of passenger drivers.
2.Prediction of Pulmonary Nodule Progression Based on Multi-modal Data Fusion of CCNet-DGNN Model
Lehua YU ; Yehui PENG ; Wei YANG ; Xinghua XIANG ; Rui LIU ; Xiongjun ZHAO ; Maolan AYIDANA ; Yue LI ; Wenyuan XU ; Min JIN ; Shaoliang PENG ; Baojin HUA
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(24):135-143
ObjectiveThis study aims to develop and validate a novel multimodal predictive model, termed criss-cross network(CCNet)-directed graph neural network(DGNN)(CGN), for accurate assessment of pulmonary nodule progression in high-risk individuals for lung cancer, by integrating longitudinal chest computed tomography(CT) imaging with both traditional Chinese and western clinical evaluation data. MethodsA cohort of 4 432 patients with pulmonary nodules was retrospectively analyzed. A twin CCNet was employed to extract spatiotemporal representations from paired sequential CT scans. Structured clinical assessment and imaging-derived features were encoded via a multilayer perceptron, and a similarity-based alignment strategy was adopted to harmonize multimodal imaging features across temporal dimensions. Subsequently, a DGNN was constructed to integrate heterogeneous features, where nodes represented modality-specific embeddings and edges denoted inter-modal information flow. Finally, model optimization was performed using a joint loss function combining cross-entropy and cosine similarity loss, facilitating robust classification of nodule progression status. ResultsThe proposed CGN model demonstrated superior predictive performance on the held-out test set, achieving an area under the receiver operating characteristic curve(AUC) of 0.830, accuracy of 0.843, sensitivity of 0.657, specificity of 0.712, Cohen's Kappa of 0.417, and F1 score of 0.544. Compared with unimodal baselines, the CGN model yielded a 36%-48% relative improvement in AUC. Ablation studies revealed a 2%-22% increase in AUC when compared to simplified architectures lacking key components, substantiating the efficacy of the proposed multimodal fusion strategy and modular design. Incorporation of traditional Chinese medicine (TCM)-specific symptomatology led to an additional 5% improvement in AUC, underscoring the complementary value of integrating TCM and western clinical data. Through gradient-weighted activation mapping visualization analysis, it was found that the model's attention predominantly focused on nodule regions and effectively captured dynamic associations between clinical data and imaging-derived features. ConclusionThe CGN model, by synergistically combining cross-attention encoding with directed graph-based feature integration, enables effective alignment and fusion of heterogeneous multimodal data. The incorporation of both TCM and western clinical information facilitates complementary feature enrichment, thereby enhancing predictive accuracy for pulmonary nodule progression. This approach holds significant potential for supporting intelligent risk stratification and personalized surveillance strategies in lung cancer prevention.
3.Preliminary study on delaying aging induced thymus degeneration in SAMP6 mice with Bazi Bushen capsule
Zhao-Dong LI ; Yin-Xiao CHEN ; Bo-Yang GONG ; Zhe XU ; Zhi-Xian YU ; Yue-Xuan SHI ; Yan-Fei PENG ; Yu-Hong BIAN ; Yun-Long HOU ; Xiang-Ling WANG ; Shu-Wu ZHAO
Chinese Pharmacological Bulletin 2024;40(6):1186-1192
Aim To explore the improvement effect of Bazi Bushen capsule on thymic degeneration in SAMP6 mice and the possible mechanism.Methods Twenty 12 week old male SAMP6 mice were randomly divided into the model group(SAMP6)and the Bazi Busheng capsule treatment group(SAMP6+BZBS).Ten SAMR1 mice were assigned to a homologous control group(SAMR1).The SAMP6+BZBS group was oral-ly administered Bazi Bushen capsule suspension(2.8 g·kg-1)daily,while the other two groups were orally administered an equal amount of distilled water.After nine weeks of administration,the morphology of the thymus in each group was observed and the thymus in-dex was calculated;HE staining was used to observe the structural changes of thymus tissue;SA-β-gal stai-ning was used to detect thymic aging;flow cytometry was used to detect the proportion of thymic CD3+T cells in each group;Western blot was used to detect the levels of p16,Bax,Bcl-2,and cleaved caspase-3 proteins in thymus;immunofluorescence was applied to detect the proportion of cortical thymic epithelial cells in each group;ELISA was employed to detect IL-7 lev-els in thymus.Results Compared with the SAMP6 group,the thymic index of the SAMP6+BZBS group significantly increased(P<0.05);the disordered thy-mic structure was significantly improved;the positive proportion of SA-β-gal staining significantly decreased(P<0.01);the proportion of CD3+T cells apparently increased(P<0.05);the level of p16 protein signifi-cantly decreased(P<0.05);the level of Bcl-2 pro-tein significantly increased(P<0.05),while the lev-el of cleaved caspase-3 protein markedly decreased(P<0.05);the proportion of cortical thymic epithelial cells evidently increased;the level of IL-7 significantly increased(P<0.01).Conclusions Bazi Bushen capsule can delay thymic degeneration,inhibit cell ap-optosis in thymus and promote thymic cell development in SAMP6 mice,which may be related to increasing the proportion of cortical thymic epithelial cells and promoting IL-7 secretion.
4.Study on biological characterization and immuno-protection of Trueperella pyo-genes from a bovine lung
Yuanyuan WANG ; Lezhen YANG ; Xiang YUAN ; Xu PENG ; Xinyu LIU ; Yuanyi PENG ; Nengzhang LI
Chinese Journal of Veterinary Science 2024;44(6):1156-1164
Trueperella pyogenes(TP),an important livestock and poultry pathogen,can cause vari-ous diseases such as suppurative pneumonia,arthritis,and mastitis in animals.The newly brought calves of one cattle farm occurred respiratory diseases and accompanied death in Yunyang,Chongqing,based on post-mortem examination,suppuration nodules were found in the lungs,and microscopic observation of tissue smears with staining showed that a lot of short rod shape bacteri-a were in tissue.The bacteria were isolated and purified from the clinic lung tissue and analyzed by 16S rRNA sequence,the result showed the infectious bacteria was Rueperella pyogenes,and it was nominated as TpCQ-yy1.TpCQ-yy1 cultured on rabbit blood agar plates could form double-zone hemolysis,and can utilize glucose and lysine.Interestingly,the drug-resistance characteristics of TpCQ-yy1 partially changed along with the variation of the culture medium.Pathogenicity analysis showed that TpCQ-yy1 could make suppurative lesions in the lungs of mice infected via the thorac-ic and intraperitioneal route,and later led mice to death,while the subcutaneous and intramuscular routes of infection had only suppurative foci at the site of injection and were dose-dependent and non-lethal.The genome size of TpCQ-yy1 is 2.335 Mb,which encoding 2 107 proteins,and the phy-logenetic analysis showed TpCQ-yy1 is close to Trueperella pyogenes TP1 strain but away from other strains.TpCQ-yy1 infection could promote the secretion of inflammatory factors of macro-phage.TpCQ-yy1 inactivated bacterial vaccine and recombinant hemolysin(rPLO)subunit vaccine could induce high levels of antibodies production in mice immunized via subcutaneous and muscle route,but only provided 33.3%-66.7%protection to the immunized mice against TpCQ-yyl infec-tion via intraperitioneal route.This research provides a fundamental basis for the understanding of the biological characteristics,pathogenicity,and prevention and control of Trueperella pyogenes.
5.Hereditary Hemochromatosis Complicated With Severe Heart Failure:a Case Report
Guannan LI ; Jianzhou CHEN ; Xiang WU ; Fan YANG ; Xiaoting WU ; Andi XU ; Dan MU ; Qiguo ZHANG ; Rong GU ; Biao XU ; Lian WANG
Chinese Circulation Journal 2024;39(10):1028-1032
Hereditary hemochromatosis is a rare autosomal genetic disorder that can cause multi-organ dysfunction in the liver,pancreas,spleen,heart and pituitary gland,with diverse clinical manifestations,make the diagnosis difficult.In recent years,with the deepening of clinical understanding and the development of genetic diagnosis tools,the diagnostic rate of this disease has increased significantly.In this paper,we report a case of hereditary hemochromatosis type 3 involving multiple organs and complicated by severe heart failure,aiming to improve the clinicians'understanding of this disease and reduce the leakage and misdiagnosis.
6.Clinical characteristics of patients with elderly-onset epilepsy and influencing factors for medication efficacy
Xu ZHANG ; Feng XIANG ; Xiaobing SHI ; Yang LI ; Xiaoyang LAN ; Shimin ZHANG ; Senyang LANG ; Xiangqing WANG
Chinese Journal of Neuromedicine 2024;23(7):692-697
Objective:To analyze the clinical characteristics and medication options of patients with elderly-onset epilepsy and influencing factors for medication efficacy.Methods:A total of 213 patients with elderly-onset epilepsy (age of onset≥65 years) were selected from Epilepsy Outpatient, Department of Neurology, First Medical Center of Chinese PLA General Hospital from February 1999 to March 2023. General data, imaging findings and follow-up results of these patients were collected. Seizure frequencies and types, medication types, and medication efficacy were analyzed retrospectively. According to medication efficacy, these patients were divided into effective anti-seizure medications (ASMs) group and ineffective ASMs group (effective ASMs was defined as having no seizures or seizure reduction>50% at 6 months after medication, and ineffective ASMs as having seizure reduction≤50% or seizure increase. Univariate and multivariate Logistic regression analyses were used to identify the influencing factor for ASMs efficacy.Results:In these 213 patients with elderly-onset epilepsy, 143 (67.1%) were males and 70 (32.9%) were females. Onset age was 70.0 (67.0, 74.5) years, with duration of 12 (4, 32) months. Time from first onset to treatment was 2.0 (1.0, 10.5) months, with that<2 months enjoying the largest proportion ( n=101). MRI/CT in 102 patients indicated potential epileptogenic abnormal structures, such as post-stroke gliosis/encephalomalacia ( n=67) and post-traumatic gliosis/encephalomalacia ( n=13). MRI/CT in 78 patients indicated non-epileptogenic abnormal structures, such as ischemic changes of small and medium vessels ( n=51) and brain atrophy ( n=15). Structural change was the most common cause ( n=160). Sixty-nine patients (32.4%) did not take medicine and 144 (67.6%) took medicine at the visiting; sodium valproate was mostly used ( n=74), followed by levetiracetam ( n=35) and carbamazepine ( n=24). Five patients had sodium valproate combined with levetiracetam, and 4 patients had sodium valproate combined with carbamazepine. Multivariate Logistic regression analysis showed that disease duration and medication combination were independent influencing factors for ASMs efficacy. Conclusion:Structural change is the main cause for elderly-onset epilepsy; medication efficacy is worse in patients with longer disease course and medication combination therapy.
7.Survey of the quality of life, psychological status, and treatment needs of patients with rosacea
Mamai ZUO ; Chi XU ; Jiaxi LI ; Yuheng XIANG ; Shuangli YU ; Zeheng XU ; Ying TU ; Li HE ; Xinwang YANG
Chinese Journal of Medical Aesthetics and Cosmetology 2024;30(5):441-448
Objective:To investigate the impact of rosacea on patients' quality of life and mental health, and to analyze variations across different subtypes, gender, sun exposure, smoking status, ethnicity, and educational levels, as well as patients' demands for treatment.Methods:It was a cross-sectional study from October 2022 to January 2024, 177 rosacea patients from the Department of Dermatology, the First Affiliated Hospital of Kunming Medical University were surveyed. The cohort comprised 36 males and 141 females, with a median age of 35 (29, 44) years. Data collected through questionnaires included general information, Dermatology Life Quality Index (DLQI), Generalized Anxiety Disorder-7 (GAD-7), Patient Health Questionnaire-9 (PHQ-9), and Patient Need Questionnaire (PNQ). Statistical analysis was conducted on the collected data.Results:The median DLQI score was 10 (3, 15), indicating moderate impact. The median GAD-7 score was 5 (2, 7), suggesting mild anxiety; while the median PHQ-9 score was 6 (2, 9), indicating mild depression. Female patients scored higher in both DLQI and GAD-7 than males ( P<0.05). Papulopustular subtypes had higher DLQI and GAD-7 scores compared to other subtypes ( P<0.01). Patients with lower education levels scored higher in DLQI and GAD-7 than those with higher education ( P<0.01), and non-smokers had higher GAD-7 scores than smokers ( P<0.05). Significant positive correlations were found between DLQI and PHQ-9 ( r=0.39, P<0.01), and DLQI and GAD-7 ( r=0.51, P<0.01), as well as between PHQ-9 and GAD-7 ( r=0.59, P<0.01). Regarding treatment needs, 159 patients (89.8%) expressed a strong desire for a clear diagnosis and treatment plan, and the same number wished for a complete resolution of all skin lesions. Female patients consistently demonstrated significantly stronger demands in all 28 treatment need items (all P<0.05). Conclusions:Rosacea significantly affects patients' quality of life and mental health, particularly among females, individuals with papulopustular subtypes, and those with lower education levels. There is a strong demand for definitive diagnostic and therapeutic plans, especially among female patients.
8.Aggressive natural killer cell leukemia with hemophagocytic lymphohistiocytosis:a case report
Jing-Hui YANG ; Qing-Mei ZHOU ; Xin-Yu XU ; Xiang-Mei YAO ; Yu-Mei LUO ; Qian-Ting CHEN ; Zheng-Zheng GUO ; Tian-He LI
Chinese Journal of Contemporary Pediatrics 2024;26(11):1225-1230
A boy,aged 14 years,was admitted due to recurrent cough and expectoration for more than 1 month,with aggravation and fever for 2 days. After admission,he presented with tachypnea and a significant reduction in transcutaneous oxygen saturation,and emergency chest CT examination showed large patchy exudation and consolidation of both lungs. The boy was given tracheal intubation and invasive mechanical ventilation immediately,and his condition was improved after active symptomatic treatment. On the 10th day of hospitalization,the boy experienced fever again,and the laboratory tests showed positive results for Epstein-Barr virus and Mycoplasma antibody IgM,along with pancytopenia,elevated triglycerides,decreased fibrinogen,and increased levels of ferritin and soluble CD25. The boy was diagnosed with hemophagocytic lymphohistiocytosis. Bone marrow biopsy showed the presence of atypical lymphocytes,and aggressive natural killer cell leukemia was considered according to clinical manifestations and flow cytometry immunophenotype. Therefore,the possibility of hemophagocytic lymphohistiocytosis should be suspected in case of severe infection with pancytopenia and rapid disease progression,and hematological malignancies should also be ruled out. Bone marrow biopsy should be performed as early as possible to make a confirmed diagnosis and perform timely treatment.
9.Equity evaluation for distribution of radiodiagnostic equipment in China
Xiang DU ; Xiaosan XU ; Chunyong YANG ; Shengri LI ; Jin WANG
Chinese Journal of Radiological Medicine and Protection 2024;44(9):776-782
Objective:To assess the the equity of geographical distribution of radiodiagnostic institutions and their equipment in China and analyze the correlation between number of CT scanners, health and ecinomicindices.Methods:The data used in the present study came from previous researches from 2017 to 2019 and China Statistical Yearbook. Data on population distribution, GDP and GDP per caput of various provinces were collected and the correlation analysis was utilized to ascertain the factors that could affect the distribution of CT scanners. Linear regression was performed between number of CT scanners and GDP. And then the Gini coefficient and Theil index for CT and other types of equipment were calculated.Results:The number of the CT scanners has a positive correlation with GDP ( r=0.82, P<0.01), and the population density does not have a correlation with GDP per caput ( P>0.01). The Gini coefficitents for radiodiagnostic equipment allocation are 0.101 to 0.304 in terms of population distribution and from 0.648 to 0.728, by geographical area. The contribution rate of introregional distribution of resources by Theil index is from 70.3% to 88.5%. Conclusions:The correlation between CT number and GDP is mainly associated with population distribution. The radiodiagnostic equipment allocation in terms of population dimension was relatively equitable. However, the distribution by geographic dimension was inequitable. The result for Theil index have shown that inequality mainly comes from intraregional differences. The geographic factors should be considered before medical radiodiagnostic resources were distributed to ensure the equity of the medical resource distribution.
10.Effect of galvanic vestibular stimulation on stroke patients with lateropulsion
Xiang GONG ; Menghuan WANG ; Cunshu WU ; Junwen CHEN ; Yue XIAO ; Yun YANG ; Wanting SUN ; Jun LU ; Guangxu XU
Chinese Journal of Rehabilitation Theory and Practice 2024;30(2):210-216
ObjectiveTo investigate the effect of galvanic vestibular stimulation on stroke patients with lateropulsion. MethodsFrom February to October, 2023, 30 stroke patients with lateropulsion in the First Affiliated Hospital of Nanjing Medical University were divided into control group (n = 15) and experimental group (n = 15) randomly. The control group received routine rehabilitation and sham galvanic vestibular stimulation, and the experimental group received routine rehabilitation and true galvanic vestibular stimulation, for two weeks. They were assessed with Scale for Contraversive Pushing (SCP), subjective visual vertical (SVV), Line Cancellation Test (LCT), Star Cancellation Test (SCT), Berg Balance Scale (BBS), Holden Functional Ambulation Category (FAC) and Barthel Index (BI) before and after treatment. ResultsAll the indexes improved in both groups after intervention (|t| > 2.461, Z > 3.000, P < 0.05), except the SVV orientation, SVV certainty and SCT in the control group; while the SCP, SVV certainty, LCT and FAC were better in the experimental group than in the control group (|t| > 2.189, Z = -2.862, P < 0.05), and the differences before and after intervention were better in the experimental group than in the control group (|t| > 2.382, P < 0.05), except LCT. SCP was correlated with SVV orientation, SVV certainty, SCT, BBS, BI and FAC (|r| > 0.381, P < 0.05). ConclusionGalvanic vestibular stimulation can improve the lateropulsion, balance, walking function and activities of daily living in stroke patients, which may be related to improvement for spatial cognitive function, especially vertical perception.

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