1.Transition of body mass index and metabolic syndrome in patients with major depressive disorder
Han QI ; Chengcheng DONG ; Rui LIU ; Xuequan ZHU ; Xuzhou LIN ; Yanshu QIN ; Zibo YU ; Haining WANG ; Lei LI ; Yuan FENG ; Ling ZHANG ; Fang YAN
Journal of Capital Medical University 2025;46(2):202-209
Objective To evaluate the transition rules of normal body mass index(BMI),overweight and metabolic syndrome(MetS)in patients with major depressive disorder(MDD).Methods Patients with MDD who had multiple admission records between Jan 2016 and Nov 2021 in Beijing Anding Hospital,Capital Medical University were included.Based on the overweight and metabolic syndrome status assessed at each admission,the patients were categorized into three states:normal BMI,overweight and metabolic syndrome.A multi-state Markov model was used to analyze the transition intensity and transition frequency between three states and the influence of covariates on transitions.Results A total of 892 records of 398 subjects were included,with a median age of 56 years old and 31.4% males.The median follow-up period was 40 months.The multi-state model showed that there were 494 transitions between the three states,of which 5.1% moved from normal BMI to overweight and 5.5% moved from overweight to MetS.The intensity of transition was the highest from overweight to MetS,9.52 times greater than overweight to normal BMI.After 48.53 months,MDD patients with normal BMI began to transition to MetS.For overweight MDD patients,the transition to MetS started after 8.77 months.MDD patients with normal BMI or overweight had 31.4% and 50.4% probabilities of developing Mets after 36 months.For MDD patients comorbid with MetS,the probability of staying at MetS was 51.2% after 36 months.Multivariate analysis showed that being unmarried was a risk factor against developing overweight in normal BMI MDD patients,while a higher level of education was a protective factor against developing MetS in overweight MDD patients.Conclusion MDD patients exhibited a higher intensity and risk of developing MetS,and it is not easy to reverse MetS,suggesting that BMI management and MetS intervention should be strengthened in MDD patients.
2.Quantitative research on tongue diagnosis in traditional Chinese medicine for obstructive coronary artery disease: a computational analysis based on multimodal feature fusion
Yanyun ZHANG ; Dongsheng WEI ; Yue ZHANG ; Yanshu LIU ; Zhe ZHANG
Digital Chinese Medicine 2025;8(4):443-454
Objective:
To investigate morphological differences between obstructive and non-obstructive coronary artery disease (CAD) patients using computer-aided image analysis, and identify color and texture features for traditional Chinese medicine (TCM) syndrome differentiation.
Methods:
This prospective study enrolled patients undergoing coronary computed tomography angiography (CTA) at the Affiliated Hospital of Liaoning University of Traditional Chinese Medicine between May 1, 2024 and August 7, 2025. Based on CTA results, patients were categorized into obstructive CAD and non-obstructive CAD groups. Standardized tongue images were acquired using a dedicated mobile application (Traditional Chinese Medicine Tongue Image-Assisted Diagnosis System) and analyzed for the overall tongue surface and three macroscopic features (tooth marks, fissures, and red dots) from which high-dimensional color and texture parameters were extracted. Multi-scale texture features were derived using spatial-domain Laplacian pyramid and frequency-domain wavelet transform methods. Dimensionality reduction and feature selection were performed using principal component analysis (PCA) and random forest with 5-fold cross-validation. Feature stability was assessed using Hodges-Lehmann estimator and Cliff’s δ. A multi-view XGBoost model was developed to differentiate the two groups and evaluated on a temporally independent validation set using accuracy and the area under the receiver operating characteristic curve (AUC). SHapley Additive exPlanations (SHAP) analysis was applied to interpret model decisions.
Results:
This study analyzed 373 CAD patients, including 167 with obstructive CAD and 206 with non-obstructive CAD according to CTA results. The whole cohort was divided into training set (n = 316, obstructive : non-obstructive = 142 : 174 ) and validation set (n = 57, obstructive : non-obstructive = 25 : 32), with balanced baseline characteristics (P > 0.05). Macroscopic tongue analysis revealed that patients with obstructive CAD had fewer tooth marks [odds ratio (OR) = 0.43, P < 0.05] and red dots (OR = 0.46, P < 0.05). High-dimensional color analysis identified pronounced intergroup differences, most notably a reduction in hue values in the hue-saturation-intensity (HSI) color space among obstructive CAD patients (Cliff’s δ = – 0.31, P = 2.72 × 10–6; Hodges-Lehmann estimator: – 0.31). PCA results suggested that tongue surface features explained the highest proportion of variance (48.2%). Random forest screening identified 77 stable features across all tongue regions, with wavelet-transformed texture features demonstrating the highest importance. The multi-view XGBoost fusion model achieved an accuracy of 75% and an AUC of 0.779 in the independent validation set. SHAP analysis identified the wavelet-based feature—left-handed lower-level gray-level size zone matrix zone variance (LHL_glszm_ZoneVariance) as the top predictor, accounting for 40.6% of the model's decision variance, and indicated that 85.3% of the predictive power came from wavelet-based texture features.
Conclusion
This study has provided objective evidence for the TCM concept that “the tongue reflects the heart” by identifying distinct morphological and colorimetric tongue patterns in patients with obstructive CAD through artificial intelligence (AI)-driven image analysis, and the promising performance of the computational model suggests its potential as a non-invasive adjunctive tool for CAD assessment.
3.Effect of diesel exhaust particulate matter exposure on anxious- and depressive- like behaviors in hypertensive model mice and the mechanism of microglial polarization
Yu WU ; Han HAO ; Bingrui LIU ; Weixuan WANG ; Yanshu ZHANG ; Jianzhu BO
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(7):583-590
Objective:To investigate the role of microglial polarization modulated by triggering receptor expressed on myeloid cells 2/insulin-like growth factor-1(TREM2/IGF-1) in hypertensive model mice exposed to diesel exhaust particulate matter (DPM), with a focus on its implications for anxious- and depressive-like behaviors.Methods:SPF-grade male C57BL/6J mice were divided into the control group, the hypertension group, the DPM group, and the hypertension+ DPM group according to the principle of weight-matching, with 10 mice in each group. The hypertension model was established by intraperitoneal injection of angiotensin Ⅱ (AngⅡ) in hypertension group and hypertension+ DPM group, and mice in the control group and DPM group were intraperitoneally injected with an equivalent amount of 0.9% NaCl solution.DPM suspension was instilled into the nasal cavity of the mice in DPM group and hypertension+ DPM group(1 μg/μL, 10 μL, once a day for 56 days).Behavioral tests, including the sucrose preference test, tail suspension test, elevated plus maze test, and open field test, were conducted to evaluate anxious- and depressive-like behaviors.TREM2-overexpressing BV2 cell model was established through plasmid transfection technology.Western blot was applied to measure the protein expression of IL-1β, IL-6, TNF-α, iNOS, Arg-1, TREM2 and IGF-1.SPSS 23.0 software was used for statistical analysis, one-way ANOVA was used for comparison among multiple groups, and LSD- t test was used for post-hoc testing. Results:(1)There were statistically significant differences in the sucrose preference rate, immobility time in the tail suspension test, percentage of time and number of entries into the open arms in the elevated plus maze, as well as the total distance, percentage of time spent in the central area in the open field test among the four groups of mice( F=22.82, 21.60, 36.17, 20.99, 5.85, 13.24, all P<0.01).The sucrose preference rate, percentage of time spent in the open arms, percentage of number of entries into the open arms, total distance and percentage of time spent in the central area of the DPM group and the hypertension group were lower than those of the control group( P<0.05), while the immobility time of the two group was higher than that of the control group( P<0.05). The sucrose preference rate((55.62±4.46)%) and percentage of time spent in the open arms((4.17±0.62)%) of the hypertension+ DPM group were lower than those of the DPM group((60.78±3.21)%, (6.44±0.89)%) and the hypertension group((66.26±4.25)%, (6.53±1.29)%)(all P<0.05), while the immobility time((155.42±12.50)s) was higher than that of the DPM group((129.03±5.43)s) and the hypertension group((129.28±10.55)s)(both P<0.05).(2)Western blot analysis revealed statistically significant differences in protein expression of IL-1β, IL-6, TNF-α, iNOS, Arg-1, and TREM2/IGF-1 in the medial prefrontal cortex(mPFC) among the four experimental groups( F=12.23, 10.51, 33.89, 145.40, 11.85, 15.56, 33.11, all P<0.05).The hypertension+ DPM group demonstrated significantly higher protein expression of IL-1β and IL-6 compared to the hypertension group (all P<0.05). Relative to the hypertension+ DPM group, TNF-α and iNOS protein expression was elevated in both the hypertension group and DPM group, whereas Arg-1 protein expression was lower in the hypertension group(all P<0.05). Additionally, TREM2 and IGF-1 protein expression in the hypertension and DPM groups were lower than those in the control group but higher than those in the hypertension+ DPM group(all P<0.05).(3)The protein expressions of IL-1β, IL-6 and TNF-α in BV2 cells of the DPM+ AngⅡ-TREM2 overexpression group were lower than those of the DPM+ AngⅡ group. The expression of iNOS was lower than that in the DPM+ AngⅡ group, while the expression of Arg-1 was higher than that in the DPM+ AngⅡ group(all P<0.05). Conclusion:DPM exposure aggravates anxious- and depressive-like behaviors in hypertensive model mice, with TREM2/IGF-1-regulated microglial polarization playing a significant role in this process.
4.Effect of diesel exhaust particulate matter exposure on anxious- and depressive- like behaviors in hypertensive model mice and the mechanism of microglial polarization
Yu WU ; Han HAO ; Bingrui LIU ; Weixuan WANG ; Yanshu ZHANG ; Jianzhu BO
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(7):583-590
Objective:To investigate the role of microglial polarization modulated by triggering receptor expressed on myeloid cells 2/insulin-like growth factor-1(TREM2/IGF-1) in hypertensive model mice exposed to diesel exhaust particulate matter (DPM), with a focus on its implications for anxious- and depressive-like behaviors.Methods:SPF-grade male C57BL/6J mice were divided into the control group, the hypertension group, the DPM group, and the hypertension+ DPM group according to the principle of weight-matching, with 10 mice in each group. The hypertension model was established by intraperitoneal injection of angiotensin Ⅱ (AngⅡ) in hypertension group and hypertension+ DPM group, and mice in the control group and DPM group were intraperitoneally injected with an equivalent amount of 0.9% NaCl solution.DPM suspension was instilled into the nasal cavity of the mice in DPM group and hypertension+ DPM group(1 μg/μL, 10 μL, once a day for 56 days).Behavioral tests, including the sucrose preference test, tail suspension test, elevated plus maze test, and open field test, were conducted to evaluate anxious- and depressive-like behaviors.TREM2-overexpressing BV2 cell model was established through plasmid transfection technology.Western blot was applied to measure the protein expression of IL-1β, IL-6, TNF-α, iNOS, Arg-1, TREM2 and IGF-1.SPSS 23.0 software was used for statistical analysis, one-way ANOVA was used for comparison among multiple groups, and LSD- t test was used for post-hoc testing. Results:(1)There were statistically significant differences in the sucrose preference rate, immobility time in the tail suspension test, percentage of time and number of entries into the open arms in the elevated plus maze, as well as the total distance, percentage of time spent in the central area in the open field test among the four groups of mice( F=22.82, 21.60, 36.17, 20.99, 5.85, 13.24, all P<0.01).The sucrose preference rate, percentage of time spent in the open arms, percentage of number of entries into the open arms, total distance and percentage of time spent in the central area of the DPM group and the hypertension group were lower than those of the control group( P<0.05), while the immobility time of the two group was higher than that of the control group( P<0.05). The sucrose preference rate((55.62±4.46)%) and percentage of time spent in the open arms((4.17±0.62)%) of the hypertension+ DPM group were lower than those of the DPM group((60.78±3.21)%, (6.44±0.89)%) and the hypertension group((66.26±4.25)%, (6.53±1.29)%)(all P<0.05), while the immobility time((155.42±12.50)s) was higher than that of the DPM group((129.03±5.43)s) and the hypertension group((129.28±10.55)s)(both P<0.05).(2)Western blot analysis revealed statistically significant differences in protein expression of IL-1β, IL-6, TNF-α, iNOS, Arg-1, and TREM2/IGF-1 in the medial prefrontal cortex(mPFC) among the four experimental groups( F=12.23, 10.51, 33.89, 145.40, 11.85, 15.56, 33.11, all P<0.05).The hypertension+ DPM group demonstrated significantly higher protein expression of IL-1β and IL-6 compared to the hypertension group (all P<0.05). Relative to the hypertension+ DPM group, TNF-α and iNOS protein expression was elevated in both the hypertension group and DPM group, whereas Arg-1 protein expression was lower in the hypertension group(all P<0.05). Additionally, TREM2 and IGF-1 protein expression in the hypertension and DPM groups were lower than those in the control group but higher than those in the hypertension+ DPM group(all P<0.05).(3)The protein expressions of IL-1β, IL-6 and TNF-α in BV2 cells of the DPM+ AngⅡ-TREM2 overexpression group were lower than those of the DPM+ AngⅡ group. The expression of iNOS was lower than that in the DPM+ AngⅡ group, while the expression of Arg-1 was higher than that in the DPM+ AngⅡ group(all P<0.05). Conclusion:DPM exposure aggravates anxious- and depressive-like behaviors in hypertensive model mice, with TREM2/IGF-1-regulated microglial polarization playing a significant role in this process.
5.Transition of body mass index and metabolic syndrome in patients with major depressive disorder
Han QI ; Chengcheng DONG ; Rui LIU ; Xuequan ZHU ; Xuzhou LIN ; Yanshu QIN ; Zibo YU ; Haining WANG ; Lei LI ; Yuan FENG ; Ling ZHANG ; Fang YAN
Journal of Capital Medical University 2025;46(2):202-209
Objective To evaluate the transition rules of normal body mass index(BMI),overweight and metabolic syndrome(MetS)in patients with major depressive disorder(MDD).Methods Patients with MDD who had multiple admission records between Jan 2016 and Nov 2021 in Beijing Anding Hospital,Capital Medical University were included.Based on the overweight and metabolic syndrome status assessed at each admission,the patients were categorized into three states:normal BMI,overweight and metabolic syndrome.A multi-state Markov model was used to analyze the transition intensity and transition frequency between three states and the influence of covariates on transitions.Results A total of 892 records of 398 subjects were included,with a median age of 56 years old and 31.4% males.The median follow-up period was 40 months.The multi-state model showed that there were 494 transitions between the three states,of which 5.1% moved from normal BMI to overweight and 5.5% moved from overweight to MetS.The intensity of transition was the highest from overweight to MetS,9.52 times greater than overweight to normal BMI.After 48.53 months,MDD patients with normal BMI began to transition to MetS.For overweight MDD patients,the transition to MetS started after 8.77 months.MDD patients with normal BMI or overweight had 31.4% and 50.4% probabilities of developing Mets after 36 months.For MDD patients comorbid with MetS,the probability of staying at MetS was 51.2% after 36 months.Multivariate analysis showed that being unmarried was a risk factor against developing overweight in normal BMI MDD patients,while a higher level of education was a protective factor against developing MetS in overweight MDD patients.Conclusion MDD patients exhibited a higher intensity and risk of developing MetS,and it is not easy to reverse MetS,suggesting that BMI management and MetS intervention should be strengthened in MDD patients.
6.A multi-dimensional analysis of pollen broadcasting concerns in Chinese population: a large-scale multi-center cross-sectional survey
Chiyu XU ; Yanshu ZHANG ; Ning LUAN ; Xiangyi LIU ; Dayang QIN ; Hongmin WANG ; Xuping XIAO ; Shuihong ZHOU ; Jie ZHANG ; Ping ZHANG ; Yuqing BAI ; Pengpeng WANG ; Yan QI ; Zhongwu SUN ; Zhuang LIU ; Luo BA ; Wenchao WANG ; Xing LU ; Min WANG ; Rui GUO ; Deyi SUN ; Liyuan TAO ; Li ZHU
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2024;59(1):2-11
Objective:To investigate the concern about pollen broadcasting in Chinese population from multiple dimensions and to understand the information about allergic rhinitis (AR) in China by analyzing related factors.Methods:From March 1 to September 30, 2022, a large-scale multi-center cross-sectional survey was conducted based on the Questionnaire Star platform in 21 Chinese hospitals. A total of 7 056 subjects from 7 regions in China: Northeast, North, East, Central, South, Southwest, and Northwest China were included. Basic characteristics (including social demographic characteristics and disease characteristics of AR patients), concern about pollen broadcasting, the willingness of pollen-induced AR (PiAR) patients to receive pollen broadcasting, and the treatment satisfaction rate of AR patients were collected. The chi-square test, multivariate linear regression model, and Logistic regression analysis were used to analyze the concern about pollen broadcasting in the Chinese population and related factors from multiple dimensions.Results:Among 7 056 subjects, 23.02% were concerned about pollen broadcasting. Among 3 176 self-reported AR and 1 019 PiAR patients, 25.60% and 39.16% were concerned about pollen broadcasting, respectively, which was higher than that of non-AR or non-PiAR subjects ( χ2 value was 21.74 and 175.11, respectively, both P<0.001). Among AR patients, the proportion of spring and autumn allergen-positive patients concerned about pollen broadcasting was higher than that in perennial allergen-positive patients ( χ2 value was 20.90 and 19.51, respectively, both P<0.001). The proportion of AR patients with asthma, sinusitis, allergic conjunctivitis, and cardiovascular and cerebrovascular diseases was higher than those without complications ( χ2 value was 50.83, 21.97, 56.78, 7.62, respectively, all P<0.05). The proportion of AR patients in North China who could find pollen broadcasting locally was 31.01%, significantly higher than those in other regions (all P<0.05). Multivariate linear regression model analysis showed that among PiAR patients, those with higher per capita household income and higher AR disease cognition levels had been concerned about pollen broadcasting in the past, and those complicated with allergic conjunctivitis had stronger intention to receive pollen broadcasting (B value was 0.24, 0.13, 0.66, 0.47, respectively, all P<0.05). The higher the disease cognition level of PiAR patients, the stronger their willingness to actively participate in treatment ( R2=0.72, P<0.001). Only 18.89% of AR patients felt satisfied with the treatment effect. Logistic regression analysis showed that in AR patients, the treatment satisfaction rate was significantly higher among those concerned about pollen broadcasting compared to those who were not ( OR=1.83, P<0.001). Conclusions:Currently, the dissemination of pollen broadcasting in China is hindered by various factors such as disease cognition level. The treatment satisfaction among AR patients remains unsatisfactory.
7.Clinical analysis of new-onset epilepsy in elderly dementia
Yanshu WANG ; Jiachen LI ; Qing XIA ; Yanfei PAN ; Xianzeng LIU
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2024;26(8):939-941
Objective To explore the etiology,types,treatment,and prognosis of new-onset epilep-sy in elderly dementia.Methods A retrospective analysis was conducted on 45 new-onset epilepsy in elderly dementia admitted to our department from January 2017 to December 2023.According to their etiology,they were divided into a degenerative dementia group(with AD as the main cause,AD dementia group,24 cases,)and a non-degenerative dementia group(non-AD dementia group,21 cases).Seizure types and and electroencephalogram(EEG)findings were compared be-tween the two groups.The medication and efficacy were also compared between the two groups in 3 months after treatment with antiepileptic drugs.Results Each patient had at least one type of seizure.The AD dementia group had a lower incidence of generalized seizure,but higher incidences of focal seizure and non-convulsive seizure(NCS)when compared with the non-AD dementia group(P<0.05,P<0.01).At least one type of abnormal EEG findings was observed in each pa-tient,but there was no statistical difference in the occurrence of EEG abnormalities between the two groups(P>0.05).Among the 45 patients,42(93.3%)received antiepileptic drugs,and 38(90.5%)patients were well controlled,with the AD dementia group having a higher effective rate of single antiepileptic drug than the non-AD dementia group(95.5%vs 85.7%,P<0.05).Conclu-sion Dementia combined with epilepsy(especially NCS)is often hard to detect,and continuous EEG monitoring is essential for elderly dementia patients.Most new-onset epilepsy in elderly de-mentia can be effectively controlled through antiepileptic drug therapy.
8.Current situation investigation on information construction and application of operating rooms in 254 hospitals in Sichuan Province
Tongyang YOU ; Juan WANG ; Qingyan LIU ; Jie HAN ; Yanshu LIU ; Xiaoying YANG
Chinese Journal of Modern Nursing 2023;29(24):3321-3325
Objective:To investigate the current situation of informatization construction and application of operating rooms in hospitals in Sichuan Province.Methods:Stratified sampling method was used to investigate the informatization of operating rooms in 254 hospitals above the second level in 20 regions of Sichuan Province from September to October 2021. Self-designed questionnaire was used to carry out information management in 3 dimensions, including general information, patient care in operating room, medical consumables and equipment, with a total of 32 items.Results:66.5% (169/254) of hospitals used operating room information management system for management. In terms of the application of information technology in operation management, preoperative visits accounted for 15.4% (39/254) , surgical nursing documents accounted for 57.5% (146/254) , surgical pathological specimens accounted for 10.6% (27/254) , and surgical patient transportation and handover accounted for 12.2% (31/254) . 36.6% (93/254) of hospitals implemented information management of consumables, 21.3% (54/254) of hospitals implemented equipment information management, 28.7% (73/254) of hospitals used surgical instrument traceability management systems, 17.2% (44/254) of hospitals used operating room behavior management systems, 24.8% (63/254) of hospitals built a remote video education and broadcasting system and 11.8% (30/254) of hospitals built a telemedicine service system.Conclusions:In the construction of hospital informatization and intelligent promotion, the informatization construction of operating room in this investigation area has made progress, but the development and deepening degree of business informatization management needs to be further strengthened.
9.Research progress of the relationship between fluorosis and cardiovascular disease
Yiming ZHAO ; Weiwei LIU ; Yanshu LI ; Yuting JIANG ; Mingman ZU ; Ruru YANG ; Bingyun LI
Chinese Journal of Endemiology 2023;42(7):598-602
Fluorosis is widely prevalent worldwide, and China is one of the countries with a high incidence of endemic fluorosis. In recent years, study on non skeletal damage caused by fluorosis, especially cardiovascular system damage, has gradually increased. Fluoride can cause cardio vascular arteriosclerosis, hypertension and other diseases, while cardiovascular disease have hidden and acute onset, and the mortality rate has increased year by year in recent years. At present, the mechanism of cardiovascular diseases caused by fluoride is not yet clear, and further clarification is needed. This article provides an overview of the effects of fluoride on cardiovascular diseases from three aspect: epidemiological investigation, animals experiment, and in vitro cell experiment. It categorizes and analyzes the pathogenesis, providing new ideas for the study of cardiovascular system damage caused by fluorosis.
10.Clinical characteristics, treatment and prognosis of myelodysplastic syndrome complicated by acute cerebral infarction
Yanshu WANG ; Tingting WANG ; Weidong CHEN ; Zhangxi WANG ; Ying HAN ; Jia LU ; Xianzeng LIU
Chinese Journal of Primary Medicine and Pharmacy 2022;29(12):1794-1797
Objective:To investigate the clinical characteristics, imaging features, treatment, prognosis, and possible causes of myelodysplastic syndrome complicated by acute cerebral infarction.Methods:The clinical data of four patients with myelodysplastic syndrome complicated by acute cerebral infarction who received treatment at Peking University International Hospital and Beijing Jingcheng Boai Hospital from January to December 2021 were retrospectively analyzed.Results:All four patients experienced myelodysplastic syndrome complicated by acute cerebral infarction for the first time. They were aged 60-69 years, with a median age of 65 years. Bone marrow suppression occurred in the four patients with myelodysplastic syndrome after chemotherapy, resulting in a remarkable reduction in the number of platelets. All four patients had just been transfused with platelets before the onset of myelodysplastic syndrome complicated by acute cerebral infarction. The main clinical manifestations were dyskinesia, language disorder, paresthesia, and dizziness. Three patients had multiple foci, two of them involved bilateral cerebral hemispheres, and only one patient had a single focus. Circulation improvement and symptomatic treatment were given after admission. Two patients with cerebral hernia died, and two patients were discharged after improvement.Conclusion:The pathogenesis of myelodysplastic syndrome complicated by acute cerebral infarction is complex. It includes many causes rather than common risk factors for stroke. Myelodysplastic syndrome complicated by acute cerebral infarction is rare in the clinic. It is difficult to treat, is serious, and has a poor prognosis.

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