1.Based on the LDA topic model and linear regression method,the analysis and mining of the character-istics of the scientific popularization content on the"PSM medicine shield public welfare"official ac-count were conducted
Qiongtong FANG ; Xinrong WU ; Yishen CHEN ; Jiabi LIANG ; Huibin ZHAO ; Wenji LUO ; Meirong ZHANG
Modern Hospital 2025;25(9):1428-1432,1437
Objective Text mining of content characteristics of original science popularization articles on the WeChat public account"PSM Medicine Shield Public Welfare"based on LDA model and Linear Regression.Methods Through web crawling techniques,we collected 4,292 original pharmaceutical science popularization articles and associated comment data from the"PSM Drug Shield Public Welfare"WeChat Official Account to analyze the content distribution patterns and characteristics of pharmaceutical science communication.Employing Latent Dirichlet Allocation(LDA)modeling,we systematically categorized and mined article themes to identify public demand for science literacy and explore strategic directions for precision-targeted phar-maceutical science dissemination.Results The analysis of 4 292 original science popularization articles from the"PSM Medi-cine Shield Public Welfare"account showed an average readership of 1 815.73±4 385.31.Articles in headline positions,pub-lished on weekends,or using exclamatory titles achieved higher readership.Most articles(1 000-2 000 words)used direct-open-ing title strategies.Traditional Chinese medicines had the highest readership among drug categories.Top content categories in-cluded drug monographs,medicinal diets,disease medication guidance,myth clarification,and disease science.Linear regres-sion analysis identified headline placement,word count,title phrasing,title strategy,target audience,drug category,and content type as potential factors influencing readership.The LDA model with 9 s revealed key themes:management of drug adverse reac-tions,dermatological medication dosing,anti-infection effects of medicinal diets,and pediatric vaccination/health monitoring.Conclusion The"PSM Medicine Shield Public Welfare"WeChat account primarily disseminates pharmaceutical science content focusing on adverse drug reactions,pediatric medication safety,TCM-based health preservation,disease treatment protocols,symptom recognition guidelines,dosage optimization,and toxicity management.Pharmaceutical professionals should prioritize content length control,evidence-based title strategies,and thematic alignment with public health priorities during science commu-nication content creation.
2.Impulsive characteristics and emotion regulation strategies of patients with attention deficit hyperactivity disorder comorbid with borderline personality disorder
Weili CHANG ; Haimei LI ; Meirong PAN ; Mengjie ZHAO ; Min DONG ; Feifei SI ; Yufeng WANG ; Lu LIU ; Qiujin QIAN
Chinese Mental Health Journal 2025;39(12):1013-1018
Objective:To explore the impulsivity characteristics of patients with attention deficit hyperactivity disorder(ADHD)comorbid with borderline personality disorder(BPD)and the mediating role of emotion regula-tion strategies.Methods:A total of 96 patients with ADHD meeting the diagnostic criteria of the American Diagnos-tic and Statistical Manual of Mental Disorders,Fourth Edition(DSM-Ⅳ)were enrolled,48 of whom had comorbid BPD.Impulsivity was assessed with the Barratt Impulse Scale(BIS)and the impulse control difficulty dimensions of Emotional Regulation Difficulty Scale(DERS).Emotion regulation strategies were evaluated with the Emotion Regulation Questionnaire(ERQ).Results:No significant differences were found between the ADHD with and with-out BPD group in cognitive impulsivity,motor impulsivity,or non-planning impulsivity as assessed with the BIS(Ps>0.05).However,the ADHD with BPD group showed higher scores on the DERS impulse control difficulty subscale(P<0.001)and less frequent use of cognitive reappraisal strategies(P<0.001).Cognitive reappraisal partially mediated the relationship between ADHD with BPD and impulse control difficulties,with an effect size of 25.9%.Conclusion:ADHD patients comorbid with BPD exhibit heightened emotional impulsivity,which might be partially mediated by reduced use of cognitive reappraisal.
3.Based on the LDA topic model and linear regression method,the analysis and mining of the character-istics of the scientific popularization content on the"PSM medicine shield public welfare"official ac-count were conducted
Qiongtong FANG ; Xinrong WU ; Yishen CHEN ; Jiabi LIANG ; Huibin ZHAO ; Wenji LUO ; Meirong ZHANG
Modern Hospital 2025;25(9):1428-1432,1437
Objective Text mining of content characteristics of original science popularization articles on the WeChat public account"PSM Medicine Shield Public Welfare"based on LDA model and Linear Regression.Methods Through web crawling techniques,we collected 4,292 original pharmaceutical science popularization articles and associated comment data from the"PSM Drug Shield Public Welfare"WeChat Official Account to analyze the content distribution patterns and characteristics of pharmaceutical science communication.Employing Latent Dirichlet Allocation(LDA)modeling,we systematically categorized and mined article themes to identify public demand for science literacy and explore strategic directions for precision-targeted phar-maceutical science dissemination.Results The analysis of 4 292 original science popularization articles from the"PSM Medi-cine Shield Public Welfare"account showed an average readership of 1 815.73±4 385.31.Articles in headline positions,pub-lished on weekends,or using exclamatory titles achieved higher readership.Most articles(1 000-2 000 words)used direct-open-ing title strategies.Traditional Chinese medicines had the highest readership among drug categories.Top content categories in-cluded drug monographs,medicinal diets,disease medication guidance,myth clarification,and disease science.Linear regres-sion analysis identified headline placement,word count,title phrasing,title strategy,target audience,drug category,and content type as potential factors influencing readership.The LDA model with 9 s revealed key themes:management of drug adverse reac-tions,dermatological medication dosing,anti-infection effects of medicinal diets,and pediatric vaccination/health monitoring.Conclusion The"PSM Medicine Shield Public Welfare"WeChat account primarily disseminates pharmaceutical science content focusing on adverse drug reactions,pediatric medication safety,TCM-based health preservation,disease treatment protocols,symptom recognition guidelines,dosage optimization,and toxicity management.Pharmaceutical professionals should prioritize content length control,evidence-based title strategies,and thematic alignment with public health priorities during science commu-nication content creation.
4.Mediation analysis of plasma phosphorylated tau217 in the association between periodontitis and mild cognitive impairment.
Yanbiao ZHANG ; Meirong WEI ; Xuejuan ZHAO ; Xiaolei QI ; Shanshan ZUO ; Shumei MAO ; Jun WANG ; Gang DING
West China Journal of Stomatology 2025;43(6):845-859
OBJECTIVES:
This study aimed to investigate the potential mediating role of plasma phosphorylated tau217 (p-tau217) in the association between periodontitis and mild cognitive impairment (MCI).
METHODS:
In this case-control study, patients diagnosed with MCI in the Neurology Department of the First Affiliated Hospital of Shandong Second Medical University from November 2023 to May 2024 were selected as the case group (MCI group). Cognitively normal (CN) volunteers, matched for age and education level and recruited from the physical examination center during the same period, served as the control group (CN group). The general demographic data of the study participants were collected. The Beijing versions of the Montreal Cognitive Assessment (MoCA), clinical dementia rating (CDR), and activities of daily living scale (ADL) were used to assess neuropsychological functions. Clinical periodontal examinations were conducted, the periodontal inflamed surface area (PISA) was calculated, and the periodontitis stage was determined in accordance with the 2018 classification. Fasting elbow venous blood samples were collected in the morning, and blood biochemical indicators were measured. Plasma p-tau217 levels were detected using enzyme-linked immunosorbent assay (ELISA). Statistical analyses were performed using t-test, Mann-Whitney U test, chi-square test, partial correlation analysis, multivariate Logistic regression analysis, multiple linear regression analysis, restricted cubic spline (RCS) regression analysis, and mediation effect analysis.
RESULTS:
Among the 192 participants, 96 belong to the MCI group and 96 to the CN group. The prevalence of periodontitis was 63.5% in the MCI group and 43.8% in the CN group, with a statistically significant difference (χ²=7.561, P=0.006). The plasma p-tau217 levels in the MCI group were significantly higher than those in the CN group [7.00 (4.27-9.65) ng/mL versus 2.02 (0.80-3.81) ng/mL, Z=-8.108, P<0.001]. Partial correlation analysis revealed that plasma p-tau217 levels were positively correlated with all the clinical periodontal indices (all P<0.001). After adjustments for baseline covariates, multivariate Logistic regression indicated that periodontitis was an independent risk factor for MCI. Patients with periodontitis had a 1.977-fold higher MCI risk than those without periodontitis (OR=1.977, 95%CI: 1.088-3.594, P=0.025). Moreover, the MCI risk for stage Ⅰ/Ⅱ periodontitis and stage Ⅲ/Ⅳ periodontitis was 1.878 times (OR=1.878, 95%CI: 1.029-3.425, P=0.040) and 2.625 times (OR=2.625, 95%CI: 1.073-6.246, P=0.035) higher than that for patients without periodontitis, respectively. Trend test showed that the MCI risk increased with periodontitis severity (Ptrend=0.016). After adjustments for baseline covariates, multiple linear regression analysis showed that periodontitis was an independent risk factor for increased plasma p-tau217 levels (β=3.309, 95%CI: 2.363-4.254, P<0.001). Compared with patients without periodontitis, those with stage Ⅰ/Ⅱ periodontitis (β=1.838, 95%CI: 0.869-2.806, P<0.001) and stage Ⅲ/Ⅳ periodontitis (β=5.539, 95%CI: 4.442-6.636, P<0.001) had significantly higher plasma p-tau217 levels. In addition, trend test indicated that plasma p-tau217 levels increased with periodontitis severity (Ptrend<0.001). After adjustments for baseline covariates, RCS regression analysis further revealed that PISA had a positive linear dose-response relationship with MCI risk (Poverall=0.002, Pnonlinear=0.344) and plasma p-tau217 levels (Poverall<0.001, Pnonlinear=0.140). After adjustments for baseline covariates, mediation analysis showed that plasma p-tau217 mediated the association between periodontitis and MCI, with a mediation proportion of 13.99% (95% Bootstrap CI: 0.38%-49.39%, P=0.038).
CONCLUSIONS
Periodontitis was independently positively associated with MCI risk, and plasma p-tau217 plays a mediating role in this association.
Humans
;
Cognitive Dysfunction/complications*
;
tau Proteins/blood*
;
Periodontitis/complications*
;
Case-Control Studies
;
Male
;
Female
;
Phosphorylation
;
Aged
;
Middle Aged
;
Activities of Daily Living
5.Impulsive characteristics and emotion regulation strategies of patients with attention deficit hyperactivity disorder comorbid with borderline personality disorder
Weili CHANG ; Haimei LI ; Meirong PAN ; Mengjie ZHAO ; Min DONG ; Feifei SI ; Yufeng WANG ; Lu LIU ; Qiujin QIAN
Chinese Mental Health Journal 2025;39(12):1013-1018
Objective:To explore the impulsivity characteristics of patients with attention deficit hyperactivity disorder(ADHD)comorbid with borderline personality disorder(BPD)and the mediating role of emotion regula-tion strategies.Methods:A total of 96 patients with ADHD meeting the diagnostic criteria of the American Diagnos-tic and Statistical Manual of Mental Disorders,Fourth Edition(DSM-Ⅳ)were enrolled,48 of whom had comorbid BPD.Impulsivity was assessed with the Barratt Impulse Scale(BIS)and the impulse control difficulty dimensions of Emotional Regulation Difficulty Scale(DERS).Emotion regulation strategies were evaluated with the Emotion Regulation Questionnaire(ERQ).Results:No significant differences were found between the ADHD with and with-out BPD group in cognitive impulsivity,motor impulsivity,or non-planning impulsivity as assessed with the BIS(Ps>0.05).However,the ADHD with BPD group showed higher scores on the DERS impulse control difficulty subscale(P<0.001)and less frequent use of cognitive reappraisal strategies(P<0.001).Cognitive reappraisal partially mediated the relationship between ADHD with BPD and impulse control difficulties,with an effect size of 25.9%.Conclusion:ADHD patients comorbid with BPD exhibit heightened emotional impulsivity,which might be partially mediated by reduced use of cognitive reappraisal.
6.Post-traumatic acquired hemophilia A: a case report and literature review
Yanyan XIE ; Meirong YANG ; Mingzhu ZHANG ; Zhaoling DENG ; Linhong WANG ; Jinyu LI ; Junjian ZHAO ; Baolai HUA ; Zhenyu YAN
Chinese Journal of Hematology 2024;45(S1):100-103
Acquired Hemophilia A is an acquired bleeding disorder characterized by reduced FⅧ activity due to the presence of autoantibodies against anticoagulant factor Ⅷ in the circulation. Laboratory tests are typically characterized by prolonged isolated activated partial thromboplastin time (APTT). Clinically, it often manifests as severe bleeding, and 50% of AHA patients can identify the cause. This article reports on a patient with post-traumatic AHA who rapidly improved after antibody removal and bypass replacement therapy, followed by wound healing following surgical intervention. A review of relevant literature is also conducted to enhance clinicians' awareness of AHA, which presents with normal coagulation initially and gradually develops into prolonged APTT accompanied by bleeding manifestations, aiming for early diagnosis and timely treatment.
7.Post-traumatic acquired hemophilia A: a case report and literature review
Yanyan XIE ; Meirong YANG ; Mingzhu ZHANG ; Zhaoling DENG ; Linhong WANG ; Jinyu LI ; Junjian ZHAO ; Baolai HUA ; Zhenyu YAN
Chinese Journal of Hematology 2024;45(S1):100-103
Acquired Hemophilia A is an acquired bleeding disorder characterized by reduced FⅧ activity due to the presence of autoantibodies against anticoagulant factor Ⅷ in the circulation. Laboratory tests are typically characterized by prolonged isolated activated partial thromboplastin time (APTT). Clinically, it often manifests as severe bleeding, and 50% of AHA patients can identify the cause. This article reports on a patient with post-traumatic AHA who rapidly improved after antibody removal and bypass replacement therapy, followed by wound healing following surgical intervention. A review of relevant literature is also conducted to enhance clinicians' awareness of AHA, which presents with normal coagulation initially and gradually develops into prolonged APTT accompanied by bleeding manifestations, aiming for early diagnosis and timely treatment.
8.The role of emotional dysregulation between attention-deficit/hyperactivity disorder and oppositional defiant disorder based on symptom network analysis
Yuan GAO ; Qianrong LIU ; Haimei LI ; Meirong PAN ; Ziqing ZHU ; Feifei SI ; Mengjie ZHAO ; Xinxin YUE ; Yufeng WANG ; Qiujin QIAN ; Lu LIU
Chinese Journal of Psychiatry 2024;57(9):586-594
Objective:This study explores the relationship between emotional dysregulation, attention-deficit/hyperactivity disorder (ADHD) and oppositional defiant disorder (ODD) symptoms using network models.Method:A total of 967 children with ADHD comorbid ODD were recruited from the outpatient department of Peking University Sixth Hospital from September 2002 to June 2022. All subjects were rated for the ADHD symptom severity using the ADHD symptom rating scale. ODD symptoms and emotional dysregulation symptoms were assessed by the Children′s Clinical Diagnostic Interview Scale, and the Conners′ Parent Symptom Questionnaire. R (version 4.2.1) packages mgm, qgraph, bnlearn, etc. were used for network analysis, and centrality indices were calculated to define central symptoms and bridge symptoms. Results:The relationship between emotional dysregulation and ODD symptoms was closer. ODD symptoms had higher strength indices, especially the items "gets annoyed or irritated by the behavior of adults"(strength=3.57) and "loses temper or gets angry with adults when does not get his or her own way"(strength=2.32). Emotional dysregulation symptoms had a higher bridge strength indices, with "temper outbursts, explosive and unpredictable behavior" (bridge strength=2.64) as the most prominent item. Bayesian network analysis showed that ADHD symptoms were at the upper of DAG, directly linked with emotional dysregulation symptoms and indirectly linked with ODD symptoms through emotional dysregulation symptoms.Conclusion:Emotional dysregulation symptoms were more closely associated with ODD symptoms than ADHD symptoms, and might potentially acted as bridge symptoms between ADHD and ODD. ADHD symptoms might drive ODD symptoms indirectly through emotional dysregulation symptoms.
9.The role of emotional dysregulation between attention-deficit/hyperactivity disorder and oppositional defiant disorder based on symptom network analysis
Yuan GAO ; Qianrong LIU ; Haimei LI ; Meirong PAN ; Ziqing ZHU ; Feifei SI ; Mengjie ZHAO ; Xinxin YUE ; Yufeng WANG ; Qiujin QIAN ; Lu LIU
Chinese Journal of Psychiatry 2024;57(9):586-594
Objective:This study explores the relationship between emotional dysregulation, attention-deficit/hyperactivity disorder (ADHD) and oppositional defiant disorder (ODD) symptoms using network models.Method:A total of 967 children with ADHD comorbid ODD were recruited from the outpatient department of Peking University Sixth Hospital from September 2002 to June 2022. All subjects were rated for the ADHD symptom severity using the ADHD symptom rating scale. ODD symptoms and emotional dysregulation symptoms were assessed by the Children′s Clinical Diagnostic Interview Scale, and the Conners′ Parent Symptom Questionnaire. R (version 4.2.1) packages mgm, qgraph, bnlearn, etc. were used for network analysis, and centrality indices were calculated to define central symptoms and bridge symptoms. Results:The relationship between emotional dysregulation and ODD symptoms was closer. ODD symptoms had higher strength indices, especially the items "gets annoyed or irritated by the behavior of adults"(strength=3.57) and "loses temper or gets angry with adults when does not get his or her own way"(strength=2.32). Emotional dysregulation symptoms had a higher bridge strength indices, with "temper outbursts, explosive and unpredictable behavior" (bridge strength=2.64) as the most prominent item. Bayesian network analysis showed that ADHD symptoms were at the upper of DAG, directly linked with emotional dysregulation symptoms and indirectly linked with ODD symptoms through emotional dysregulation symptoms.Conclusion:Emotional dysregulation symptoms were more closely associated with ODD symptoms than ADHD symptoms, and might potentially acted as bridge symptoms between ADHD and ODD. ADHD symptoms might drive ODD symptoms indirectly through emotional dysregulation symptoms.
10.Establishment of risk prediction nomograph model for sepsis related acute respiratory distress syndrome.
Chunling ZHAO ; Yuye LI ; Qiuyi WANG ; Guowei YU ; Peng HU ; Lei ZHANG ; Meirong LIU ; Hongyan YUAN ; Peicong YOU
Chinese Critical Care Medicine 2023;35(7):714-718
OBJECTIVE:
To explore the risk factors of acute respiratory distress syndrome (ARDS) in patients with sepsis and to construct a risk nomogram model.
METHODS:
The clinical data of 234 sepsis patients admitted to the intensive care unit (ICU) of Tianjin Hospital from January 2019 to May 2022 were retrospectively analyzed. The patients were divided into non-ARDS group (156 cases) and ARDS group (78 cases) according to the presence or absence of ARDS. The gender, age, hypertension, diabetes, coronary heart disease, smoking history, history of alcoholism, temperature, respiratory rate (RR), mean arterial pressure (MAP), pulmonary infection, white blood cell count (WBC), hemoglobin (Hb), platelet count (PLT), prothrombin time (PT), activated partial thromboplastin time (APTT), fibrinogen (FIB), D-dimer, oxygenation index (PaO2/FiO2), lactic acid (Lac), procalcitonin (PCT), brain natriuretic peptide (BNP), albumin (ALB), blood urea nitrogen (BUN), serum creatinine (SCr), acute physiology and chronic health evaluation II (APACHE II), sequential organ failure assessment (SOFA) were compared between the two groups. Univariate and multivariate Logistic regression were used to analyze the risk factors of sepsis related ARDS. Based on the screened independent risk factors, a nomogram prediction model was constructed, and Bootstrap method was used for internal verification. The receiver operator characteristic curve (ROC curve) was drawn, and the area under the ROC curve (AUC) was calculated to verify the prediction and accuracy of the model.
RESULTS:
There were no significant differences in gender, age, hypertension, diabetes, coronary heart disease, smoking history, alcoholism history, temperature, WBC, Hb, PLT, PT, APTT, FIB, PCT, BNP and SCr between the two groups. There were significant differences in RR, MAP, pulmonary infection, D-dimer, PaO2/FiO2, Lac, ALB, BUN, APACHE II score and SOFA score (all P < 0.05). Multivariate Logistic regression analysis showed that increased RR, low MAP, pulmonary infection, high Lac and high APACHE II score were independent risk factors for sepsis related ARDS [RR: odds ratio (OR) = 1.167, 95% confidence interval (95%CI) was 1.019-1.336; MAP: OR = 0.962, 95%CI was 0.932-0.994; pulmonary infection: OR = 0.428, 95%CI was 0.189-0.966; Lac: OR = 1.684, 95%CI was 1.036-2.735; APACHE II score: OR = 1.577, 95%CI was 1.202-2.067; all P < 0.05]. Based on the above independent risk factors, a risk nomograph model was established to predict sepsis related ARDS (accuracy was 81.62%, sensitivity was 66.67%, specificity was 89.10%). The predicted values were basically consistent with the measured values, and the AUC was 0.866 (95%CI was 0.819-0.914).
CONCLUSIONS
Increased RR, low MAP, pulmonary infection, high Lac and high APACHE II score are independent risk factors for sepsis related ARDS. Establishment of a risk nomograph model based on these factors may guide to predict the risk of ARDS in sepsis patients.
Humans
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Retrospective Studies
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Alcoholism
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Prognosis
;
Respiratory Distress Syndrome
;
Pneumonia
;
Sepsis
;
Intensive Care Units
;
Procalcitonin
;
Fibrinogen
;
ROC Curve

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