1.Unsupervised clustering analysis based on multidimensional features reveals distinct clinical characteristics and associated factors of different phenotypes in patients with chronic rhinosinusitis with nasal polyp
Jingyu HUANG ; Yongge LUO ; Hao LYU ; Duo LIU ; Yunfei WANG ; Peiqiang LIU ; Lu TAN ; Rong XIANG ; Wei ZHANG ; Yu XU
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2024;59(6):590-601
Objective:To utilize routinely available clinical parameters to uncover the clinical features of different clusters in patients with chronic rhinosinusitis with nasal polyp (CRSwNP) through unsupervised clustering analysis.Methods:The clinical data from 155 CRSwNP patients undergoing nasal endoscopic surgery at Renmin Hospital of Wuhan University from 2021 to 2023 were prospectively collected, including 112 males and 43 females, aged from 7 to 87 years. Unsupervised clustering analysis was conducted using various clinical parameters, including age, gender, smoking and drinking history, local eosinophil (EOS) and neutrophil (NEU) counts, comorbid allergic rhinitis (AR), comorbid asthma, recurrence status, serum-specific IgE, total IgE, cytokine levels, peripheral blood EOS count and percentage, Lund-Mackay CT score, the ratio of CT scores for the maxillary sinus and ethmoid sinus (E/M ratio), visual analogue scale (VAS) score, Lund-Kennedy endoscopic score, and other common clinical indicators to elucidate the clinical characteristics of each cluster. Statistical analysis was conducted using GraphPad Prism 9.5 software.Results:Hierarchical clustering analysis identified four main clusters (Cluster A1-A4), showcasing distinct characteristics such as mild nasal polyps with higher peripheral blood cytokines levels, nasal polyps accompanied by allergies and asthma, a subtype of nasal polyps with high recurrence rates dominated by neutrophils, and nasal polyps with high eosinophil levels. Further subset clustering revealed two clusters of mild polyps (Cluster B1-B2) featuring high cytokine expression and comorbid AR; and two clusters of severe polyps (Cluster B3-B4) presented with severe symptoms, high Lund-Mackay CT score, and high Lund-Kennedy endoscopic score. Variations between Cluster B3 and B4 included symptom complexity, the degree of eosinophil infiltration, and the probability of comorbid asthma. Further clustering analysis for eosinophilic nasal polyps revealed a cluster characterized by highly neutrophilic infiltration and recurrent nasal polyps. The comprehensive analysis of multi-index correlations demonstrated valuable insights into the relationships between common clinical parameters of nasal polyps, providing valuable information for a deeper understanding of the pathogenesis of CRSwNP.Conclusion:The clustering analysis in this study categorizes CRSwNP patients into different clusters based on clinical features and disease outcomes, providing a new perspective for more precise clinical treatment strategies.
2.The current situation and influencing factors of depersonalization in clinical nurses
Yuejuan DONG ; Hua WEI ; Yan CHEN ; Jingyan DING ; Yongge WANG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2024;42(3):175-180
Objective:To investigate the depersonalization status and to analyze the effect of workplace incivility perception, intrusive rumination and fear of negative evaluation on depersonalization in clinical nurses.Methods:In May 2019, 10 cities were selected as sampling cities by the method of grabbing random ball in Henan Province and Fujian Province. Using the stratified sampling, clinical nurses were selected as the research objects for a questionnaire survey in 22 tertiary hospitals and 23 secondary hospitals, included 1200 nurses. A total of 1200 questionnaires were issued and collected, and 1159 valid questionnaires were collected with effective recovery of 96.6%. Clinical nurses were investigated by Workplace Incivility Scale, Event Related Rumination Inventory, Fear of Negative Evaluation Scale, Maslach Burnout Inventory-General Survey. The demographic characteristics of nurses' depersonalization were compared and analyzed with t test and single factor analysis of variance. The influence mechanism of workplace incivility perception, intrusive rumination and fear of negative evaluation on depersonalization was analyzed with Bootstrap. Results:Depersonalization scores were (9.3±2.6) points, 467 of those had depersonalization symptoms in clinical nurses (40.3%). The scores of depersonalization of those with <3 years of service [ (10.5±2.9) points] was higher than those with 3-10 years [ (9.1±2.8) points] and 11-31 years [ (9.0±2.9) points]. The scores of depersonalization of those with monthly earning of <3000 yuan [ (10.1±2.8) points] was higher than those with 3000-7999 yuan [ (8.4±2.7) points] and 8000-12000 yuan [ (8.0±2.9) points]. The scores of depersonalization of clinical nurses in surgical departments [ (10.0±2.9) points] was higher than those in non-surgical departments [ (8.7±2.6) points]. The scores of depersonalization of clinical nurses in tertiary hospitals [ (10.0±2.7) points] was higher than those in secondary hospitals [ (8.6±2.8) points]. The differences were statistically significant ( P<0.05). Workplace incivility perception affected depersonalization through the single mediating role of intrusive rumination, fear of negative evaluation and the chain mediating role of intrusive rumination and fear of negative evaluation ( β=0.16, 0.17, 0.07, 95% CI: 0.15-0.20, 0.15-0.21, 0.03-0.09, P<0.05) . Conclusion:Workplace incivility perception directly or through the independent mediating effects of intrusive rumination or fear of negative evaluation, and the chain mediating effects of intrusive rumination and fear of negative evaluation influences the depersonalization of clinical nurses.
3.The current situation and influencing factors of depersonalization in clinical nurses
Yuejuan DONG ; Hua WEI ; Yan CHEN ; Jingyan DING ; Yongge WANG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2024;42(3):175-180
Objective:To investigate the depersonalization status and to analyze the effect of workplace incivility perception, intrusive rumination and fear of negative evaluation on depersonalization in clinical nurses.Methods:In May 2019, 10 cities were selected as sampling cities by the method of grabbing random ball in Henan Province and Fujian Province. Using the stratified sampling, clinical nurses were selected as the research objects for a questionnaire survey in 22 tertiary hospitals and 23 secondary hospitals, included 1200 nurses. A total of 1200 questionnaires were issued and collected, and 1159 valid questionnaires were collected with effective recovery of 96.6%. Clinical nurses were investigated by Workplace Incivility Scale, Event Related Rumination Inventory, Fear of Negative Evaluation Scale, Maslach Burnout Inventory-General Survey. The demographic characteristics of nurses' depersonalization were compared and analyzed with t test and single factor analysis of variance. The influence mechanism of workplace incivility perception, intrusive rumination and fear of negative evaluation on depersonalization was analyzed with Bootstrap. Results:Depersonalization scores were (9.3±2.6) points, 467 of those had depersonalization symptoms in clinical nurses (40.3%). The scores of depersonalization of those with <3 years of service [ (10.5±2.9) points] was higher than those with 3-10 years [ (9.1±2.8) points] and 11-31 years [ (9.0±2.9) points]. The scores of depersonalization of those with monthly earning of <3000 yuan [ (10.1±2.8) points] was higher than those with 3000-7999 yuan [ (8.4±2.7) points] and 8000-12000 yuan [ (8.0±2.9) points]. The scores of depersonalization of clinical nurses in surgical departments [ (10.0±2.9) points] was higher than those in non-surgical departments [ (8.7±2.6) points]. The scores of depersonalization of clinical nurses in tertiary hospitals [ (10.0±2.7) points] was higher than those in secondary hospitals [ (8.6±2.8) points]. The differences were statistically significant ( P<0.05). Workplace incivility perception affected depersonalization through the single mediating role of intrusive rumination, fear of negative evaluation and the chain mediating role of intrusive rumination and fear of negative evaluation ( β=0.16, 0.17, 0.07, 95% CI: 0.15-0.20, 0.15-0.21, 0.03-0.09, P<0.05) . Conclusion:Workplace incivility perception directly or through the independent mediating effects of intrusive rumination or fear of negative evaluation, and the chain mediating effects of intrusive rumination and fear of negative evaluation influences the depersonalization of clinical nurses.
4.Relationship between emotional exhaustion and work stress, thought suppression, difficulties in emotion regulation in clinical nurses
Yuejuan DONG ; Hua WEI ; Yan CHEN ; Jingyan DING ; Yongge WANG
China Occupational Medicine 2023;50(3):355-360
Objective To explore the current status of emotional exhaustion among clinical nurses and its relationship with work stress, thought suppression, difficulties in emotion regulation. Methods A totally of 1 159 clinical nurses from 10 cities in Henan Province and Fujian Province were enrolled as the research subjects using grabbing random balls method. And their status of work stress, thought suppression, difficulties in emotion regulation and emotional exhaustion were investigated by Depression-Anxiety-Stress Scale, White Bear Suppression Inventory, Brief Version of the Difficulties in Emotion Regulation Scale and Emotional Exhaustion Scale. Results The scores for work stress, thought suppression, difficulties in emotion regulation, emotional exhaustion were (23.5±3.8), (47.4±6.5), (54.1±7.2), (11.7±4.2), respectively. Among them, 40.0% of nurses experienced emotional exhaustion. Bootstrap analysis results showed that work stress positively affected emotional exhaustion among clinical nurses [standardized partial regression coefficient (β)=0.42, 95% confidence intervals (CI): 0.36-0.44]. Work stress affected emotional exhaustion through thought suppression (β=0.16, 95%CI: 0.14-0.20), difficulties in emotion regulation (β=0.16, 95%CI: 0.14-0.19), and the chain mediating role of thought suppression and difficulties in emotion regulation (β=0.07, 95%CI: 0.04-0.09). Conclusion Emotional exhaustion symptoms are prevalent among clinical nurses. Work stress directly and indirectly influences thought suppression, difficulties in emotion regulation and emotional exhaustion of nurses.
5.The relationship between compassion fatigue and workplace psychological violence, alexithymia, and empathy among clinical nurses
Hua WEI ; Yuejuan DONG ; Yan CHEN ; Jingyan DING ; Yongge WANG
China Occupational Medicine 2023;50(2):159-164
6. Dynamic changes in peripheral type Ⅱ innate lymphoid cell (ILC2) subpopulation and its clinical significance in children with hay fever during the pollen season
Qing MIAO ; Yixin REN ; Yongge LIU ; Yan WANG ; Zhen LI ; Hui GUAN ; Li XIANG
Chinese Journal of Microbiology and Immunology 2020;40(1):25-31
Objective:
To analyze the dynamic changes in the expression and function of peripheral type Ⅱ innate lymphoid cell (ILC2) subpopulation and the activity of signal transducers and activators of transcription (STAT6) in children with hay fever during pollen season.
Methods:
A total of 10 patients with hay fever, 10 patients with house dust mite (HDM)-sensitized asthma and 12 healthy controls (HC) were enrolled in this study. Changes in peripheral ILC2 and the intracellular expression of Th2-related cytokines were detected by flow cytometry during and outside the pollen season. Peripheral Lin- cell population was isolated from each group and cultured with the presence of IL-25 or IL-33 for 7 d. The concentrations of IL-5 and IL-13 in culture supernatants were measured by ELISA. Expression of phospho-STAT6 at protein level was quantified by Western blot.
Results:
Within the pollen season, the percentage of peripheral ILC2 cells was significantly higher in children with hay fever [(23.09±7.86)%] than in children with HDM-sensitized asthma [(6.84±3.85)%,
7.Bone marrow mesenchymal stem cell transplantation in a rat model of thin endometrium based on HOXA10 regulatory network
Yifei WANG ; Yang SONG ; Yongge GUAN ; Chunyan XU
Chinese Journal of Tissue Engineering Research 2019;23(12):1397-1402
BACKGROUND: Thin endometrial diseases are a challenge in clinical treatment at present. Scholars have found that bone marrow mesenchymal stem cells (BMSCs) transplantation has its unique curative effect and advantages, but few studies have been conducted on pathway or gene control. OBJECTIVE: To observe the effect of BMSCs transplantation in rats with thin endometrium based on the HOXA10 regulatory network. METHODS: Twenty-one adult female Sprague-Dawley rats of SPF grade (provided by the Animal Experimental Center, Guangzhou University of Chinese Medicine in China) were randomly divided into three groups (n=7/group): control group, model group, and BMSCs group. In the latter two groups, a thin endometrium model was prepared in each rat by filling the uterine cavity with 95% ethanol. In the control group, normal saline was injected to fill the uterine cavity of rats. After extraction of ethanol or normal saline, the rats in the BMSCs group were injected intrauterinely with 1 mL of BMSCs suspension (1×1010 cells/L) , and those in the control and model groups were given the same volume of normal saline. After two estrous cycles, the uterus of each rat was removed. Hematoxylin-eosin staining was used to measure the thickness of the endometrium. Immunohistochemistry was used to detect the expression of vimentin, keratin, vascular endothelial growth factor, leukemia inhibitory factor and integrin αvβ3. qRT-PCR was used to detect the relative transcription of HOXA10 and miR-196 b. RESULTS AND CONCLUSION: (1) Compared with the control group, the endometrial thickness of the rats were significantly thinner in the model and BMSCs groups (P < 0.05) , while the endometrial thickness in the BMSCs group was thicker than that in the model group (P < 0.05). (2) The mean absorbance values of endometrial vimentin, keratin, vascular endothelial growth factor, leukemia inhibitory factor and integrin αvβ3 were highest in the control group, higher in the BMSCs group and lowest in the model group, and there were significant differences between groups (P < 0.05). (3) The relative transcript level of HOXA10 gene in the model and BMSCs group was significantly lower than that in the control group, while the relative transcript level of HOXA10 gene in the BMSCs group was significantly higher than that in the model group (P < 0.05). The relative transcript level of miR-196 b in the model and BMSCs groups was significantly higher than that in the control group (P < 0.05) , while the relative transcript level of miR-196 b in the BMSCs group was lower than that in the model group (P < 0.05). (4) HOXA10 was negatively correlated with miR-196 b gene, HOXA10 was positively correlated with the protein expression to different extents, and miR-196 b gene was negatively correlated with the protein expression to different extents. These findings suggest that BMSCs transplantation can improve the endometrial thickness and relevant protein levels of thin endometrium rats to some extent, which may be attributed to the negative regulation of HOXA10 gene by miR-196 b, and HOXA10 gene further promotes the expression of vascular endothelial growth factor, leukemia inhibitory factor and integrin αvβ3 proteins.
8.Effects of Exendin-4 on cognitive function and Nrf2 signaling pathway in rats with traumatic brain injury
Qicai ZHANG ; Sai ZHANG ; Yongge WANG ; Ran ZHAO
Chinese Journal of Behavioral Medicine and Brain Science 2019;28(1):33-37
Objective To explore the effect of Exendin-4 on dementia after traumatic brain injury (TBI) in rats and its related mechanism.Methods Thirty SD rats were randomly divided into sham group (n=10),TBI group(n=10) and Exendin-4 group(n=10).Cortical impact injury was used to construct the TBI model.Morris water maze test was used to test the memory function of rats one month after TBI.The beta-amyloid protein (Aβ1-42) and nuclear factor erythroid-2-related factor 2 (Nrf2) were detected by Western blot.Results One month after TBI compared with the sham group,the escape latency (EL) ((35.31 ± 13.23)s vs (8.79±9.71)s) was prolonged and the target quadrant stay time ((17.78±4.68)s vs (26.35± 5.83)s) was shortened,the number of crossing platforms ((1.40±1.75) vs (3.50±1.45)) decreased,the relative content of Aβ1-42 in hippocampus ((1.0140±0.0328) vs (0.4355±0.0152)) increased the relative content of tau protein ((0.8039±0.0251) vs (0.5170±0.0185)) increased,and Nrf2 expression levels ((0.3851±0.0188) vs (0.4901±± 0.0140)) decreased significantly,and the differences were statistically significant (t=5.110,3.625,4.068,16.010,9.208,4.474,all P<0.01);Compared with TBI group,EL ((23.74±10.95) vs (35.31±13.23)) shortened,target quadrant dwell time ((24.28±5.37) vs (17.78±± 4.68)) shortened,the number of crossing platforms ((3.30±1.88) vs (1.40±1.75)) decreased,and the relative content of Aβ1-42 in hippocampus ((0.8370±0.0188) vs (1.0140±0.0328)) significantly decreased,the relative content of tau protein ((0.6693±0.0166) vs (0.8039±0.0251)) significantly decreased,and the expression level of Nrf2 ((0.4738 ± 0.0166) vs (0.3851 ± 0.0188)) significantly increased,and the differences were statistically significance (t=2.052,2.866,5.196,4.693,3.480,3.538,all P<0.01).Conclusion Exendin-4 can significantly improve the learning and memory function of TBI rats,increase the expression of Nrf2,decrease the content of Aβ1-42 and tau in hippocampus,and improve the prognosis of neurological function of TBI rats.
9.The control effect and pulmonary function outcome of standardized treatment management for children with bronchial asthma
Xiaoling HOU ; Xiaoying LIU ; Huijie HUANG ; Qing MIAO ; Zhen LI ; Yongge LIU ; Yixin REN ; Yan WANG ; Li XIANG
International Journal of Pediatrics 2018;45(1):48-52
Objective To analyze the effects on control rate and the outcome of pulmonary function in children with bronchial asthma (abbreviated asthma) who were received the two years standardized treatment and management,and to explore the sensitive parameters of control effects in children with asthma.Methods Using the retrospective analysis,asthmatic children were selected from January 2014 to January 2015 in Beijing Children's Hospital,allergy and asthma outpatient clinics.All the patients were received asthma control treatment and management according to GINA guidelines (2014 version).They were assessed on asthma control level at one year and two years follow up visits respectively and their pulmonary function were evaluated at the same time.According to response status to therapy and adjustment of step up and down,children were divided into two groups,the stable control group and the difficult to control group.The parameters of sex,age,asthma,combined with rhinitis,allergen sensitization and pulmonary function were compared between the two groups.Results A total of 149 patients were enrolled in this study.The treatment levels were 20.2%,67.1% and 12.7% respectively at grade 2,grade 3 and ≥ 4 grade.After Treatment management for one year and two years,the asthma control level were assessed as good control was 81.8% and 83.2% respectively (P < 0.05) Each parameter of pulmonary function excepted FEV1/FVC at the one year visit point after treatment and management was significantly higher than that at enrollment (P < 0.05).After two years of treatment and management,PEF% pred and FEF25 % pred was higher than that at first follow up visit (P < 0.05).There were no significantly different on the distribution of sex,age,course of asthma,allergic rhinitis,allergen sensitization and initial control treatment level between the stable control and the difficult to control groups.Asthma control stability status assessment and analysis at the one year follow up visits showed that PEF% pred was significantly higher in the group of stable control than that in group of difficult to control (97.3 ± 14.3 vs 93.1 ± 15.1,P < 0.05).Asthma control stability starus assessment and analysis at two years follow up visits showed that the positive rate of allergen sensitization was significantly lower in the group of stable control than that in group of difficult to control (P < 0.05),while FEV1/FVC was significantly higher in the group of stable control than that in group of difficult to control (81.0 ± 9.47vs77.4 ± 8.95,P<0.05).Conclusion School age children asthma control level were improved with longer time regular treatment and management as well as the pulmonary function improvement.Multiple allergenic sensitization and lower PEF% pred value and FEV1/FVC are suggestive parameters for children with difficult to control asthma.
10.Dynamic changes in Th17/Treg balance among children with seasonal allergic rhinitis
Qing MIAO ; Xi CHEN ; Yixin REN ; Yongge LIU ; Yan WANG ; Wei XU ; Zhen LI ; Hui GUAN ; Huijie HUANG ; Xiaoling HOU ; Kang ZHU ; Qi GAO ; Yaru WANG ; Li XIANG
Chinese Journal of Microbiology and Immunology 2017;37(5):355-360
Objective To investigate the levels and significance of Th17 cells and regulatory T cells (Treg) in peripheral blood of children with allergic rhinitis during pollen and non-pollen seasons.Methods Thirteen children with hay fever, 10 children with house dust mite(HDM)-allergic asthma and 10 healthy children were recruited into this study.Percentages of Th17 and Treg cells were detected by flow cytometry.Levels of IL-17, IL-10 and TGF-β in cell culture supernatants were measured by ELISA.Results (1) The percentages of Th17 cells in children with allergic rhinitis [(3.4±2.4)%] were significantly higher than those in HDM-allergic asthmatics [(2.1±1.6)%] and those in healthy children [(0.5±0.3)%] during pollen season (both P<0.05).The levels of Treg cells in allergic rhinitis group [(2.1±1.3)%] and in HDM-allergic asthma group [(3.6±1.9)%] were significantly lower than those in healthy control group [(5.5±2.8)%] (both P<0.05).The levels of Th17 cells [(3.0±1.9)% vs (3.4±2.4)%, P<0.05] and ratios of Th17/Treg cells [(1.4±1.0)% vs (1.7±1.5)%, P<0.05] in children with allergic rhinitis were significantly decreased during non-pollen season as compared with those during pollen season, but the levels of Treg cells were up-regulated [(2.4±1.6)% vs (2.1±1.3)%, P<0.05].(2) Correlation analysis revealed that the ratios of Th17/Treg cells were positively correlated with the concentrations of FeNO (fractional concentration of exhaled NO) (r=0.321, P<0.05) and the counts of circulating eosinophils (r=0.198, P<0.05) in children with allergic rhinitis during pollen season.Conclusion The imbalanced Th17 and Treg cells in children with allergic rhinitis during pollen season might play a vital role in the regulation of allergic airway inflammation.

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