1.Research on the Factors Influencing the Evolution of COPD Qi Deficiency Syndrome Based on Nonlinear Mixed Effects Model
Weike LI ; Mingyang YI ; Yuanyuan NI ; Lizhen YAN ; Jianxin GUAN ; Shihao WANG ; Huijie WANG ; Jiansheng LI ; Zhiwan WANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(8):2205-2214
Objective To provide methodological examples for related research,the influencing factors of the evolution of Qi deficiency syndrome in chronic obstructive pulmonary disease(COPD)based on a nonlinear mixed effects model was explored.Methods A research questionnaire on the influencing factors of the evolution of Qi deficiency syndrome in chronic obstructive pulmonary disease was developed,and clinical data of 650 COPD patients on the 1st and 14th day of acute exacerbation,the 1st and 28th day of risk window,the first day of stable period,and the 90th day were dynamically collected from 10 tertiary hospitals across the country.8 baseline data including gender and age were collected through the PROC NLMIXED process by SAS 9.4 software.Coronary heart disease,diabetes and hypertension accounted for the highest proportion.Nine concurrent syndromes including wind cold syndrome and phlegm heat syndrome were used as fixed effects,and individual level was used as random effects to gradually fit the model and screen the influencing factors of Qi deficiency syndrome in the entire process of disease occurrence and development.Results A total of 637 eligible cases were included,and clinical datas were dynamically collected on the 1st and 14th day of acute exacerbation,the 1st and 28th day of the risk window,the 1st and 90th day of the stable period.It was found that the number of acute exacerbations,alcohol consumption,concomitant hypertension,coronary heart disease,blood stasis syndrome,yin deficiency syndrome,yang deficiency syndrome,6-minute walking distance,and the modified Medical Research Council Dyspnea Questionnaire(mMRC)had an impact on the evolution of Qi deficiency syndrome in the previous year(P<0.05).Conclusion The use of a nonlinear mixed effects model revealed the relevant factors affecting the evolution of Qi deficiency syndrome from complex multi temporal dynamic data,providing methodological references for other related studies.
2.Study on Graded Quantitative Diagnosis of Lung Qi Deficiency Syndrome in Chronic Obstructive Pulmonary Disease Based on Latent Class Analysis Combined with Hidden Structure Model
Weike LI ; Mingyang YI ; Yuanyuan NI ; Lizhen YAN ; Jianxin GUAN ; Shihao WANG ; Huijie WANG ; Zhiwan WANG
Journal of Traditional Chinese Medicine 2025;66(7):710-716
ObjectiveTo clarify the graded quantitative diagnostic characteristics of lung qi deficiency syndrome in chronic obstructive pulmonary disease (COPD) based on latent class analysis combined with a hidden structure model. MethodsClinical data, including the four diagnostic methods of traditional Chinese medicine (TCM), were collected from 745 COPD patients with lung qi deficiency syndrome. Latent class modeling was performed using R 4.1.2 software, and each patient was classified into one of three severity categories (mild, moderate, or severe) based on probabilistic parameterization, parameter estimation, and model fitting. A database was established for different severity levels of lung qi deficiency syndrome. Based on this, Lantern 5.0 software was used to construct hidden structure models for mild, moderate, and severe lung qi deficiency syndrome, and syndrome differentiation rules were developed through comprehensive clustering. ResultsA latent class model was constructed using 28 symptoms and signs with a frequency greater than 10%. Considering TCM theory and model simplicity, the optimal model was determined when the number of latent classes was three, categorizing lung qi deficiency syndrome into mild (298 cases), moderate (164 cases), and severe (283 cases). Hidden structure models were separately developed for each severity level, and syndrome differentiation rules were established. A comparison of common symptoms in the syndrome differentiation rules for mild and moderate lung qi deficiency syndrome showed no statistically significant differences in diagnostic values and weights (P>0.05), leading to their combined analysis and the development of a unified syndrome differentiation rule. Value and weight of quantitative diagnosis of mild-to-moderate lung qi deficiency syndrome were as followed: shortness of breath (diagnostic value 9.3, diagnostic weight 86.92%), dyspnea on exertion (8.2, 76.64%), low voice and reluctance to speak (6.7, 62.62%), poor appetite (4.0, 37.38%), loose stools (4.0, 37.38%), weak cough sound (2.9, 27.10%), wheezing (2.3, 21.50%), fatigue (1.8, 16.82%), spontaneous sweating (1.7, 15.89%), susceptibility to colds (1.6, 14.95%), swollen tongue (1.4, 13.08%), teeth marks on the tongue edge (1.2, 11.21%), deep pulse (1.6, 14.95%), with a diagnostic threshold of 10.3. Value and weight of quantitative diagnosis of severe lung qi deficiency syndrome were as followed: weak cough sound (15.1, 61.13%), soreness and weakness of the waist and knees (12.6, 51.01%), shortness of breath (11.1, 44.94%), low voice and reluctance to speak (8.3, 33.60%), frequent nocturia (6.1, 24.70%), spontaneous sweating (3.7, 14.98%), susceptibility to colds (3.5, 14.17%), teeth marks on the tongue edge (7.8, 31.58%), pale tongue body (1.9, 7.69%), white tongue coating (5.5, 22.27%), thin pulse (1.5, 6.07%), with a diagnostic threshold of 23.7. ConclusionThe combination of latent class analysis and a hideen structure model effectively clarified the graded quantitative diagnostic characteristics of lung qi deficiency syndrome, providing a reference for the quantitative diagnosis of other fundamental syndromes in TCM.
3.Adherence to blood glucose self-monitoring guidance and glycemic control in Chinese patients with type 2 diabetes mellitus initiating basal insulin: A mobile health-based prospective cohort study.
Lixin GUO ; Dalong ZHU ; Kaining CHEN ; Yaoming XUE ; Chao ZHOU ; Ping LIU ; Zhaohui HU ; Pei GU ; Wei ZHANG ; Huijie DONG ; Wanjun XIE ; Liqing GUAN
Chinese Medical Journal 2025;138(21):2832-2834
4.Analyzing the influencing factors of multi-site work-related musculoskeletal disorders among workers in the assembly workshop of an automobile manufacturing enterprise
Huijie ZHANG ; Nana ZHAO ; Jue LI ; Li GUAN ; Shuqiang LI ; Huining WANG
China Occupational Medicine 2025;52(2):176-181
Objective To assess the current state and influencing factors of multi-site work-related musculoskeletal disorders (WMSDs) among front-line employees in the assembly workshop of an automobile manufacturing enterprise. Methods A total of 394 front-line workers in the assembly workshop of an automobile manufacturing enterprise in Beijing City were selected as the research subjects using the judgmental sampling method. The Chinese version Musculoskeletal Disorders Questionnaire was used to assess the presence of WMSDs over the past 12 months in nine body regions: neck, shoulders, upper back, lower back, elbows, wrists, hips and thighs, knees, ankles and feet. The multivariable logistic regression was employed to investigate the influencing factors. Results The detection rate of overall WMSDs was 32.7% (129/394), with the top three single-site WMSDs being in the neck, shoulders, and lower back, and their detection rates were 14.0%, 12.7% and 9.6%, respectively. The detection rate of multi-site WMSDs was 17.8% (70/394). The result of multivariable logistic regression analysis revealed that workers who turned or bent their upper body while keeping their legs stationary, frequently performed wrist flexion/extension/lateral bending/rotation, or stood for prolonged period of time had significantly higher risks of developing multi-site WMSDs compared with those who did not (all P<0.05). Workers who perceived uncomfortable workplace lighting had higher risk of multi-site WMSDs than those who perceived it as comfortable (P<0.01). Conclusion The development of multi-site WMSDs among workers in the assembly workshop of this automobile manufacturing enterprise is strongly related to poor working postures at work.
5.Research on the Factors Influencing the Evolution of COPD Qi Deficiency Syndrome Based on Nonlinear Mixed Effects Model
Weike LI ; Mingyang YI ; Yuanyuan NI ; Lizhen YAN ; Jianxin GUAN ; Shihao WANG ; Huijie WANG ; Jiansheng LI ; Zhiwan WANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(8):2205-2214
Objective To provide methodological examples for related research,the influencing factors of the evolution of Qi deficiency syndrome in chronic obstructive pulmonary disease(COPD)based on a nonlinear mixed effects model was explored.Methods A research questionnaire on the influencing factors of the evolution of Qi deficiency syndrome in chronic obstructive pulmonary disease was developed,and clinical data of 650 COPD patients on the 1st and 14th day of acute exacerbation,the 1st and 28th day of risk window,the first day of stable period,and the 90th day were dynamically collected from 10 tertiary hospitals across the country.8 baseline data including gender and age were collected through the PROC NLMIXED process by SAS 9.4 software.Coronary heart disease,diabetes and hypertension accounted for the highest proportion.Nine concurrent syndromes including wind cold syndrome and phlegm heat syndrome were used as fixed effects,and individual level was used as random effects to gradually fit the model and screen the influencing factors of Qi deficiency syndrome in the entire process of disease occurrence and development.Results A total of 637 eligible cases were included,and clinical datas were dynamically collected on the 1st and 14th day of acute exacerbation,the 1st and 28th day of the risk window,the 1st and 90th day of the stable period.It was found that the number of acute exacerbations,alcohol consumption,concomitant hypertension,coronary heart disease,blood stasis syndrome,yin deficiency syndrome,yang deficiency syndrome,6-minute walking distance,and the modified Medical Research Council Dyspnea Questionnaire(mMRC)had an impact on the evolution of Qi deficiency syndrome in the previous year(P<0.05).Conclusion The use of a nonlinear mixed effects model revealed the relevant factors affecting the evolution of Qi deficiency syndrome from complex multi temporal dynamic data,providing methodological references for other related studies.
6.Safety study of naxitamab infusion for neuroblastoma under modified conditioning re-gimen
Zhu JIA ; Deng JUN ; Que YI ; Liu LONGZHEN ; Wu LIUHONG ; Yu WANQI ; Guan HUIJIE ; Wang JUAN ; Lu SUYING ; Sun FEIFEI ; Huang JUNTING ; Song MENGJIA ; Zhen ZIJUN ; Cai RUIQING ; Zhang YIZHUO
Chinese Journal of Clinical Oncology 2024;51(22):1154-1158
Objective:Glucorticoid therapy has the potential to mitigate immunogical effect of naxitamab. Ketamine is an anesthetic medica-tion and cause weak or shallow breathing. This article is to analyze the effect of modified conditioning regimen with substitution re-mifentanil for ketamine and without glucorticoid therapy on adverse events associated with naxitamab. Methods:Clinical data with naxit-amab infusion under modified conditioning regimen in Sun Yat-sen University Cancer Center between June 2023 and June 2024 were re-trieved to analyze adverse events and risk factors. Results:Overall,seventeen patients underwent 201 infusions. The most frequent adverse events were as follows:neurological pain (all grades) 93.0%,hypertension 55.7%,hypotension 34.8%,respectively. Bronchospasm and hyp-oxia were seen in 3.0% and 10.9% infusions,respectively. Fever occurred less frequently in the second cycle of infusion. No patients suspen-ded infusion due to severe adverse event. Conclusions:The infusion of naxitamab is tolerable under the modified conditioning regimen and adverse event is less than expected and controllable.
7.Safety study of naxitamab infusion for neuroblastoma under modified conditioning re-gimen
Zhu JIA ; Deng JUN ; Que YI ; Liu LONGZHEN ; Wu LIUHONG ; Yu WANQI ; Guan HUIJIE ; Wang JUAN ; Lu SUYING ; Sun FEIFEI ; Huang JUNTING ; Song MENGJIA ; Zhen ZIJUN ; Cai RUIQING ; Zhang YIZHUO
Chinese Journal of Clinical Oncology 2024;51(22):1154-1158
Objective:Glucorticoid therapy has the potential to mitigate immunogical effect of naxitamab. Ketamine is an anesthetic medica-tion and cause weak or shallow breathing. This article is to analyze the effect of modified conditioning regimen with substitution re-mifentanil for ketamine and without glucorticoid therapy on adverse events associated with naxitamab. Methods:Clinical data with naxit-amab infusion under modified conditioning regimen in Sun Yat-sen University Cancer Center between June 2023 and June 2024 were re-trieved to analyze adverse events and risk factors. Results:Overall,seventeen patients underwent 201 infusions. The most frequent adverse events were as follows:neurological pain (all grades) 93.0%,hypertension 55.7%,hypotension 34.8%,respectively. Bronchospasm and hyp-oxia were seen in 3.0% and 10.9% infusions,respectively. Fever occurred less frequently in the second cycle of infusion. No patients suspen-ded infusion due to severe adverse event. Conclusions:The infusion of naxitamab is tolerable under the modified conditioning regimen and adverse event is less than expected and controllable.
8.Distribution characteristics and clinical significance of aeroallergen sensitization in children with airway allergic diseases
Wenle FAN ; Li XIANG ; Huijie HUANG ; Hui GUAN
International Journal of Pediatrics 2022;49(4):279-283
Objective:To investigate the distribution characteristics and clinical significance of aeroallergen sensitization in children with airway allergic diseases.Methods:The information of children who were diagnosed with airway allergic diseases and performed with skin prick test(SPT)of aeroallergens was collected and retrospectively analyzed from Beijing Children′s Hospital from January to December, 2019.A total of 2557 patients were divided into ≤5 years of age group, 6-11 years of age group and ≥12 years of age group according to age, and allergic rhinitis group, asthma group, allergic rhinitis combined with asthma group according to diseases.The differences in the distribution of positive rates of 18 kinds of aeroallergens in age group and disease group were compared.Results:The positive rates of SPT in 2557 children from high to low were weeds pollens in summer and autumn, molds, trees pollens in spring, dust mites, etc..The top five strong positive rates from high to low were Artemisia pollen, Humulus pollen, Dermatophagoides farina, Betula pollen and Fraxinus pennsylvanica pollen.The positive rate was 71.5%(539/754)in the ≤5 years of age group, 78.5%(1241/1581)in 6-11 years of age group, and 81.1%(180/222)in ≥12 years of age group.The difference in positive rates of SPT among different age groups was statistically significant( χ2=16.825, P<0.05). In the group of ≤5 years of age group, the main aeroallergens were Chenopodium pollen(310/754, 41.1%), Alternaria alternate(307/754, 40.7%), Humulus pollen(295/754, 39.1%), Artemisia pollen(293/754, 38.9%)and Fraxinus pennsylvanica pollen(258/754, 34.2%). The main aeroallergens in the 6-11 years of age group were Chenopodium pollen(853/1581, 54.0%), Humulus pollen(769/1581, 48.6%), Artemisia pollen(768/1581, 48.6%), Alternaria alternate(751/1581, 47.5%)and Fraxinus pennsylvanica pollen(724/1581, 45.8%). The main aeroallergens in the ≥12 years of age group were Chenopodium pollen(131/222, 59.0%), Humulus pollen(119/222, 53.6%), Artemisia pollen(113/222, 50.9%), Alternaria alternate(112/222, 50.5%)and Dermatophagoides farina(103/222, 46.4%). The positive rate of allergic rhinitis group was 73.6%(1164/1582), asthma group was 72.4%(234/323), allergic rhinitis combined with asthma group was 86.0%(561/652). The positive rate of SPT was significantly different among different disease groups( χ2=43.408, P<0.05). The main aeroallergen of allergic rhinitis, asthma and allergic rhinitis combined with asthma was Chenopodium pollen.The positive rates of 18 kinds of aeroallergens were significantly different among the three disease groups(all P<0.05). The positive rate of each aeroallergen in allergic rhinitis combined with asthma was higher than that in single airway allergic disease. Conclusion:In children with airway allergic disease, the sensitization spectrum of aeroallergen varies among different age groups and disease groups.Clinicians should monitor allergens regularly and give preventive treatment to children with airway allergic disease.
9.Expression of hepatocyte nuclear factor 4γ in gastric carcinoma and its role in cell proliferation and stemness
Yongxu JIA ; Hong TANG ; Zhiwei CHANG ; Huijie FAN ; Xinyuan GUAN ; Yanru QIN
Chinese Journal of Oncology 2021;43(11):1164-1169
Objective:To explore the role and molecular mechanism of hepatocyte nuclear factor 4γ (HNF4γ) in proliferation and stemness of gastric cancer.Methods:A total of 102 cases of paraffin-embedded gastric cancer tissues and matched adjacent gastric tissues and 42 cases of fresh-frozen tissues derived from gastric patients who received radical gastrectomy were collected from the First Affiliated Hospital of Zhengzhou University between 2012 to 2015. The expression of HNF4γ was tested by immunohistochemical staining, quantitative real-time polymerase chain reaction (qRT-PCR). HNF4γ overexpressed (AGS-HNF4γ) and shRNA silenced (HGC27-shHNF4γ) gastric cell lines were established. The effects of HNF4γ on cell proliferation and stemness were verified by XTT, clone formation and sphere formation assay. The expression of CD44 was detected by western blot.Results:The mRNA expression level of HNF4γ in fresh-frozen gastric cancer tissue was (12.43±2.702), which was significantly higher than (3.639±1.109) in normal tissue ( P<0.001). The high protein expression rate of HNF4γ in paraffin-embedded gastric cancer tissues was 41.2% (42/102), which was significantly higher than 8.8% (9/102) in normal gastric mucosa tissue ( P< 0.001). The protein expression of HNF4γ was closely related to the tumor differentiation, infiltration depth, lymph node metastasis and tumor stage ( P<0.05). The median survival interval of patients with HNF4γ high expression was 25 months, the 3-year survival rate was 4.8% (2/42), significantly lower than 38 months and 51.7% (31/60) of patients with normal HNF4γ expression ( P<0.001). The proliferation and CD44 protein expression of AGS-HNF4γ cells were significantly higher than those of the AGS-Vector cells. The number of clone formation, sphere formation rate of AGS-HNF4γ cells were 243.5±24.5 and (83.5±3.9)%, significantly higher than 81.0±16.0 and (21.8±5.6)% of AGS-Vector cells ( P=0.030 and P=0.010, respectively). The proliferation and CD44 protein expression of HGC27-shHNF4 cells were significantly lower than those of the HGC27-vector cells. The number of clone formation, sphere formation rate of HGC27-shHNF4 cells were 26.0±1.0 and (20.8±8.4)%, significantly higher than 83.5±4.5 and (72.5±4.8)% of HGC27-vector cells ( P=0.006 and P=0.030, respectively). Conclusions:HNF4γ is upregulated in the gastric cancer tissues and related with the poor prognosis of patients with gastric cancer. Overexpression of HNF4γ promotes the proliferation and remains the stemness of gastric cancer cells by upregulating the expression of CD44.
10.Expression of hepatocyte nuclear factor 4γ in gastric carcinoma and its role in cell proliferation and stemness
Yongxu JIA ; Hong TANG ; Zhiwei CHANG ; Huijie FAN ; Xinyuan GUAN ; Yanru QIN
Chinese Journal of Oncology 2021;43(11):1164-1169
Objective:To explore the role and molecular mechanism of hepatocyte nuclear factor 4γ (HNF4γ) in proliferation and stemness of gastric cancer.Methods:A total of 102 cases of paraffin-embedded gastric cancer tissues and matched adjacent gastric tissues and 42 cases of fresh-frozen tissues derived from gastric patients who received radical gastrectomy were collected from the First Affiliated Hospital of Zhengzhou University between 2012 to 2015. The expression of HNF4γ was tested by immunohistochemical staining, quantitative real-time polymerase chain reaction (qRT-PCR). HNF4γ overexpressed (AGS-HNF4γ) and shRNA silenced (HGC27-shHNF4γ) gastric cell lines were established. The effects of HNF4γ on cell proliferation and stemness were verified by XTT, clone formation and sphere formation assay. The expression of CD44 was detected by western blot.Results:The mRNA expression level of HNF4γ in fresh-frozen gastric cancer tissue was (12.43±2.702), which was significantly higher than (3.639±1.109) in normal tissue ( P<0.001). The high protein expression rate of HNF4γ in paraffin-embedded gastric cancer tissues was 41.2% (42/102), which was significantly higher than 8.8% (9/102) in normal gastric mucosa tissue ( P< 0.001). The protein expression of HNF4γ was closely related to the tumor differentiation, infiltration depth, lymph node metastasis and tumor stage ( P<0.05). The median survival interval of patients with HNF4γ high expression was 25 months, the 3-year survival rate was 4.8% (2/42), significantly lower than 38 months and 51.7% (31/60) of patients with normal HNF4γ expression ( P<0.001). The proliferation and CD44 protein expression of AGS-HNF4γ cells were significantly higher than those of the AGS-Vector cells. The number of clone formation, sphere formation rate of AGS-HNF4γ cells were 243.5±24.5 and (83.5±3.9)%, significantly higher than 81.0±16.0 and (21.8±5.6)% of AGS-Vector cells ( P=0.030 and P=0.010, respectively). The proliferation and CD44 protein expression of HGC27-shHNF4 cells were significantly lower than those of the HGC27-vector cells. The number of clone formation, sphere formation rate of HGC27-shHNF4 cells were 26.0±1.0 and (20.8±8.4)%, significantly higher than 83.5±4.5 and (72.5±4.8)% of HGC27-vector cells ( P=0.006 and P=0.030, respectively). Conclusions:HNF4γ is upregulated in the gastric cancer tissues and related with the poor prognosis of patients with gastric cancer. Overexpression of HNF4γ promotes the proliferation and remains the stemness of gastric cancer cells by upregulating the expression of CD44.

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