1.Effects of different exercise interventions on carboxylesterase 1 and inflammatory factors in skeletal muscle of type 2 diabetic rats
Shujuan HU ; Ping CHENG ; Xiao ZHANG ; Yiting DING ; Xuan LIU ; Rui PU ; Xianwang WANG
Chinese Journal of Tissue Engineering Research 2025;29(2):269-278
BACKGROUND:Carboxylesterase 1 and inflammatory factors play a crucial role in regulating lipid metabolism and glucose homeostasis.However,the effects of different exercise intensity interventions on carboxylesterase 1 and inflammatory factors in skeletal muscle of type 2 diabetic rats remain to be revealed. OBJECTIVE:To investigate the effects of different exercise intensity interventions on carboxylesterase 1 and inflammatory factors in skeletal muscle of type 2 diabetic rats. METHODS:Thirty-two 8-week-old male Sprague-Dawley rats were randomly divided into normal control group(n=12)and modeling group(n=20)after 1 week of adaptive feeding.Rat models of type 2 diabetes mellitus were prepared by high-fat diet and single injection of streptozotocin.After successful modeling,the rats were randomly divided into diabetic control group(n=6),moderate-intensity exercise group(n=6)and high-intensity intermittent exercise group(n=6).The latter two groups were subjected to treadmill training at corresponding intensities,once a day,50 minutes each,and 5 days per week.Exercise intervention in each group was carried out for 6 weeks.After the intervention,ELISA was used to detect blood glucose and blood lipids of rats.The morphological changes of skeletal muscle were observed by hematoxylin-eosin staining.The mRNA expression levels of carboxylesterase 1 and inflammatory cytokines were detected by real-time quantitative PCR.The protein expression levels of carboxylesterase 1 and inflammatory cytokines were detected by western blot and immunofluorescence. RESULTS AND CONCLUSION:Compared with the normal control group,fasting blood glucose,triglyceride,low-density lipoprotein cholesterol,insulin resistance index in the diabetic control group were significantly increased(P<0.01),insulin activity was decreased(P<0.05),and the mRNA and protein levels of carboxylesterase 1,never in mitosis gene A related kinase 7(NEK7)and interleukin 18 in skeletal muscle tissue were upregulated(P<0.05).Compared with the diabetic control group,fasting blood glucose,triglyceride,low-density lipoprotein cholesterol,and insulin resistance index in the moderate-intensity exercise group and high-intensity intermittent exercise group were down-regulated(P<0.05),and insulin activity was increased(P<0.05).Moreover,compared with the diabetic control group,the mRNA level of NEK7 and the protein levels of carboxylesterase 1,NEK7 and interleukin 18 in skeletal muscle were decreased in the moderate-intensity exercise group(P<0.05),while the mRNA levels of carboxylesterase 1,NEK7,NOD-like receptor heat protein domain associated protein 3 and interleukin 18 and the protein levels of carboxylesterase 1 and interleukin 18 in skeletal muscle were downregulated in the high-intensity intermittent exercise group(P<0.05).Hematoxylin-eosin staining showed that compared with the diabetic control group,the cavities of myofibers in the moderate-intensity exercise group became smaller,the number of internal cavities was reduced,and the cellular structure tended to be more intact;the myocytes of rats in the high-intensity intermittent exercise group were loosely arranged,with irregular tissue shape and increased cavities in myofibers.To conclude,both moderate-intensity exercise and high-intensity intermittent exercise can reduce blood glucose,lipid,insulin resistance and carboxylesterase 1 levels in type 2 diabetic rats.Moderate-intensity exercise can significantly reduce the expression level of NEK7 protein in skeletal muscle,while high-intensity intermittent exercise can significantly reduce the expression level of interleukin 18 protein in skeletal muscle.In addition,the level of carboxylesterase 1 is closely related to the levels of NEK7 and interleukin 18.
2.Advances and prospects of the integration of multi-omics and artificial intelligence in traditional Chinese medicine research
Guicheng Liu ; Xi Long ; Qinghua PENG ; Sainan Tian ; Shujuan Hu
Digital Chinese Medicine 2025;8(3):300-312
Objective:
To map the research hotspots, developmental trends, and existing challenges in the integration of artificial intelligence (AI) with multi-omics in traditional Chinese medicine (TCM) through comprehensive bibliometric analysis.
Methods:
China National Knowledge Infrastructure (CNKI), Wanfang Data, China Science and Technology Journal Database (VIP), Chaoxing Journal Database, PubMed, and Web of Science were searched to collect literature on the theme of AI in TCM multi-omics research from the inception of each database to December 31, 2024. Eligible records were required to simultaneously address AI, TCM, and multi-omics. Quantitative and visual analyses of publication growth, core authorship networks, institutional collaboration patterns, and keyword co-occurrence were performed using Microsoft Excel 2021, NoteExpress v4.0.0, and Cite Space 6.3.R1. AI application modes in TCM multi-omics research were also categorized and summarized.
Results:
A total of 1 106 articles were enrolled (932 Chinese and 174 English). Publication output has increased continuously since 2010 and accelerated after 2016. Region-specific collaboration clusters were identified, dominated by Beijing University of Chinese Medicine, China Academy of Chinese Medical Sciences, Shanghai University of Traditional Chinese Medicine, and Nanjing University of Chinese Medicine. Keyword co-occurrence analysis revealed that current AI applications predominantly centered on metabolomics and algorithms such as cluster analysis and data mining. Research foci mainly ranked as follows: single herbs, herbal formulae, and disease-syndrome differentiation.
Conclusion
Machine learning methods are the predominant integrative modality of AI in the realm of TCM multi-omics research at present, utilized for processing omics data and uncovering latent patterns therein. The domain of TCM, in addition to investigating omics information procured through high-throughput technologies, also integrates data on traditional Chinese medicinal substances and clinical phenotypes, progressing towards joint analysis of multi-omics, high-dimensionality of data, and multi-modality of information. Deep learning approaches represent an emerging trend in the field.
3.Impact of simulator-MDT-PBL integrated teaching on the quality of clinical internship teaching in gynecology department
Jiajia MA ; Ru JING ; Yuan SHI ; Chunlei QI ; Shujuan LIU
Chinese Journal of Medical Education Research 2024;23(8):1087-1091
Objective:To investigate the impact of simulator-multidisciplinary treatment (MDT)-problem-based learning (PBL) integrated teaching on the quality of clinical internship teaching in the Gynecology Department.Methods:A retrospective analysis was conducted on the data of 86 clinical interns in the Gynecology Department who completed one month of internship at Xijing Hospital, Air Force Medical University from May 2021 to May 2022. The interns who received routine teaching from May to October 2021 were enrolled into control group ( n=43), and those who received simulator-MDT-PBL integrated teaching from November 2021 to May 2022 were enrolled into observation group ( n=43). The two groups were compared for differences in professional abilities (measured by Readiness for Interprofessional Learning Scale [RIPLS]), humanistic care ability (measured by humanistic care ability scale), critical thinking ability (measured by critical thinking disposition inventory-Chinese version [CTDI-CV]), and autonomous learning ability (measured by college student autonomous learning scale) after one month of teaching. The chi-square test and t-test were conducted using SPSS 19.0. Results:The two groups showed significantly increases in RIPLS scores [team collaboration: (38.45±6.72) vs. (36.39±5.65); professional identity: (28.11±5.85) vs. (26.43±5.33); role responsibilities: (10.83±1.24) vs. (9.52±1.46)], humanistic care ability scale scores [understanding: (68.73±8.15) vs. (61.55±8.93); patience: (53.45±6.03) vs. (49.57±6.74); encouragement: (56.83±7.24) vs. (52.75±7.46)], and all dimensions of CTDI-CV scale and college student autonomous learning scale, with all scores higher in the observation group than in the control group (all P<0.05). Conclusions:The simulator-MDT-PBL integrated teaching can help improve the professional ability, humanistic care ability, critical thinking ability, and autonomous learning ability of clinical interns in the Gynecology Department, thus improving the quality of clinical internship teaching in the Gynecology Department.
4.Research progress on the application of virtual reality technology in patients with kinetophobia
Zhaoyuan WANG ; Shujuan LIU ; Kaixin LI ; Mengxue GUO ; Tong SUN ; Yujing LI ; Yujiao CHI ; Junting WANG
Chinese Journal of Modern Nursing 2024;30(24):3336-3340
Virtual reality technology is an emerging technology that integrates multiple disciplines. It has the advantages of immersion, interactivity and imagination, which provides convenience for intelligent nursing in the field of rehabilitation treatment. This paper summarizes the application research of virtual reality technology in patients with kinetophobia, focusing on classification, application mechanism, application status, limitations and future development of virtual reality technology in various diseases of kinetophobia, so as to provide reference and basis for the rehabilitation nursing of patients with kinetophobia based on virtual reality technology in the future.
5.Status and influencing factors of existential distress in patients with advanced lung cancer
Tingting XIN ; Jinhong YANG ; Lunan GAO ; Jiang LIU ; Yuxi WANG ; Lin WANG ; Shujuan CHEN ; Yuxiu LIU
Chinese Journal of Modern Nursing 2024;30(32):4442-4447
Objective:To understand the current status of existential distress in patients with advanced lung cancer and analyze its influencing factors, so as to provide a reference for developing targeted intervention programs.Methods:A total of 320 patients with advanced lung cancer were selected using convenience sampling from two Class Ⅲ Grade A hospitals in Weifang between February 2022 and August 2023. The data were collected using a General Information Questionnaire, the Chinese Version of the Existential Distress Scale (EDS), the Social Support Revalued Scale (SSRS), the Chinese Version of the Strategies Used by People to Promote Health (SUPPH), and Patient Health Questionnaire-9 (PHQ-9). Spearman correlation analysis was conducted to analyze the relationships between EDS, SSRS, SUPPH, and PHQ-9 scores, and multiple linear regression analysis was used to identify the influencing factors of existential distress in patients with advanced lung cancer. A total of 320 questionnaires were distributed, with 318 valid responses, yielding a valid response rate of 99.38% (318/320) .Results:The total EDS score for the 318 patients was 3.00 (2.00, 4.00). EDS scores were positively correlated with PHQ-9 scores and negatively correlated with SSRS and SUPPH scores ( P<0.01). Multiple linear regression analysis showed that marital status, social support, self-management efficacy, and depression were influencing factors of existential distress in patients with advanced lung cancer ( P<0.05) . Conclusions:Patients with advanced lung cancer experience mild existential distress. Medical staff should assess existential distress levels, paying close attention to patients who are divorced or widowed, have low levels of social support and self-management efficacy, or are experiencing depression. Early interventions should be developed to alleviate negative emotions and help patients rebuild their sense of meaning, thereby improving psychological well-being and reducing survival distress.
6.Beneficial effects of Tiao-Bu Fei-Shen therapies on airway mucus hypersecretion in chronic obstructive pulmonary disease rats via inhibition of ERK1/2 signaling pathway
Gaofeng LI ; Shujuan LIU ; Ya LI ; Suyun LI ; Zhengyuan FAN ; Tingting SHEN
Acta Laboratorium Animalis Scientia Sinica 2024;32(4):411-422
Objective To investigate the roles of three Tiao-Bu Fei-Shen Traditional Chinese Medicine(TCM)therapies in improving airway mucus hypersecretion in rats with stable chronic obstructive pulmonary disease(COPD).Methods Ninety rats were divided randomly into nine groups:control(Control)group,model(COPD)group,Bu-Fei Jian-Pi Formula(BJF)group,Bu-Fei Yi-Shen Formula(BYF)group,Yi-Qi Zi-Shen Formula(YZF)group,ERK1/2 inhibitor(PD98059)group,Bu-Fei Jian-Pi combined with inhibitor(BJF+PD98059)group,Bu-Fei Yi-Shen combined with inhibitor(BYF+PD98059)group,and Yi-Qi Zi-Shen combined with inhibitor(YZF+PD98059)group.A rat model of COPD was established by exposing rats to cigarette smoke followed by repeated bacterial infection from weeks 1~8.From weeks 9~16,rats in the control and COPD groups were given 2 mL normal saline,rats in the BJF,BYF,and YZF groups were given the three Tiao-Bu Fei-Shen formulas by gavage,and rats in the PD98059,BJF+PD98059,BYF+PD98059,and YZF+PD98059 groups were given PD98059 by intraperitoneal injection for 7 days at the 16th week.Lung function tests were conducted after 16 weeks and lung tissue morphology,lung water content,inflammatory cell count in bronchoalveolar lavage fluid,and serum levels of inflammatory factors were also assessed.Goblet cell proportion was determined by Alcian blue-periodic acid-Schiff staining,and Muc5AC and Muc5B expression levels were detected by immunohistochemistry.mRNA expression levels of ERK1,ERK2,ENaC,CFTR,and AQP5 were detected by polymerase chain reaction and protein expression levels of ERK1/2 and P-ERK1/2 in lung tissue were determined by Western Blot.Results TV,MV,FVC,FEV0.1,FEV0.1/FVC were significantly decreased(P<0.01)in COPD rats compared with those in the control group.Lung pathology revealed alveolar disorder,massive fracture of the alveolar wall,and severe shrinkage/thickening of the airway wall accompanied by extensive infiltration of inflammatory cells.Lung tissue water content was significantly increased in COPD rats(P<0.01),while the proportion of macrophages in BALF was significantly reduced(P<0.01)and the proportions of neutrophils and lymphocytes were significantly increased(P<0.01).Serum levels of TNF-α and IL-1β were significantly increased in COPD rats(P<0.05,P<0.01).The percentage of goblet cells and expression levels of Muc5AC and Muc5B in airway epithelial cells were significantly increased(P<0.01),mRNA expression levels of ERK1,ERK2,and ENaC in lung tissue were significantly elevated(P<0.01),while mRNA expression levels of CFTR and AQP5 were significantly decreased(P<0.01)in COPD rats compared with levels in the control group.The expression of P-ERK1/2,ERK1/2 in lung tissue was significantly increased(P<0.01)Rats in the treatment groups demonstrated improvements in the above indicators(P<0.05,P<0.01)compared with the COPD group,the groups receiving the three Tiao-Bu Fei-Shen formulas combined with PD98059 showing superior efficacy compared with the single treatment groups(P<0.05,P<0.01).Conclusions The three tested Tiao-Bu Fei-Shen therapies can ameliorate airway mucus hypersecretion in COPD rats by inhibiting the ERK1/2 signaling pathway.
7.Association between diet, physical activity and cognitive impairment among elderly patients with diabetes mellitus
Gongwu DING ; Haixin ZHANG ; Shujuan LIU ; Jinlei LI
Chinese Journal of Geriatrics 2024;43(10):1326-1330
Objective:To investigate the association between diet, physical activity and cognitive impairment among elderly patients with diabetes mellitus.Methods:This study investigated patients aged 60 years and above with type 2 diabetes in the Department of Endocrinology at Penglai People's Hospital from October 2021 to May 2022.Information on patients' demographics, lifestyle, disease history, daily diet, physical activities, and social network was collected using questionnaires.The Montreal Cognitive Assessment(MoCA)was utilized to evaluate the cognitive status of the participants.A logistic regression model was conducted to identify the associations between diet, physical activity, and cognitive impairment.Results:A total of 1 355 patients aged 60 years and above with type 2 diabetes were included in this study.During the assessment, 565(41.7%)patients were identified as having cognitive impairment.After adjusting for other factors, it was found that alcohol consumption was associated with a higher risk of cognitive impairment( OR: 1.45, 95% CI: 1.04-2.04, P=0.03).Furthermore, patients with diabetes who consumed fruits more than once a day had a higher risk of cognitive impairment( OR: 1.52, 95% CI: 1.20-1.93, P<0.001).On the other hand, the consumption of vegetables was found to be negatively associated with the risk of cognitive impairment( OR: 0.41, 95% CI: 0.24-0.68, P=0.001).Additionally, engaging in physical activities and having a strong social network were found to significantly reduce the risk of cognitive impairment( OR: 0.49, 95% CI: 0.39-0.64, P<0.001; OR: 0.56, 95% CI: 0.43-0.71, P<0.001)respectively. Conclusions:Our findings indicate a significant association between diet, physical activity, and cognitive function in elderly individuals with type 2 diabetes.It is crucial to identify and intervene on risk factors to delay and prevent cognitive impairment.Furthermore, these interventions may also aid diabetes patients in effectively managing their cognition.
8.Long-term hypomethylating agents in patients with myelodysplastic syndromes: a multi-center retrospective study
Xiaozhen LIU ; Shujuan ZHOU ; Jian HUANG ; Caifang ZHAO ; Lingxu JIANG ; Yudi ZHANG ; Chen MEI ; Liya MA ; Xinping ZHOU ; Yanping SHAO ; Gongqiang WU ; Xibin XIAO ; Rongxin YAO ; Xiaohong DU ; Tonglin HU ; Shenxian QIAN ; Yuan LI ; Xuefen YAN ; Li HUANG ; Manling WANG ; Jiaping FU ; Lihong SHOU ; Wenhua JIANG ; Weimei JIN ; Linjie LI ; Jing LE ; Wenji LUO ; Yun ZHANG ; Xiujie ZHOU ; Hao ZHANG ; Xianghua LANG ; Mei ZHOU ; Jie JIN ; Huifang JIANG ; Jin ZHANG ; Guifang OUYANG ; Hongyan TONG
Chinese Journal of Hematology 2024;45(8):738-747
Objective:To evaluate the efficacy and safety of hypomethylating agents (HMA) in patients with myelodysplastic syndromes (MDS) .Methods:A total of 409 MDS patients from 45 hospitals in Zhejiang province who received at least four consecutive cycles of HMA monotherapy as initial therapy were enrolled to evaluate the efficacy and safety of HMA. Mann-Whitney U or Chi-square tests were used to compare the differences in the clinical data. Logistic regression and Cox regression were used to analyze the factors affecting efficacy and survival. Kaplan-Meier was used for survival analysis. Results:Patients received HMA treatment for a median of 6 cycles (range, 4-25 cycles) . The complete remission (CR) rate was 33.98% and the overall response rate (ORR) was 77.02%. Multivariate analysis revealed that complex karyotype ( P=0.02, OR=0.39, 95% CI 0.18-0.84) was an independent favorable factor for CR rate. TP53 mutation ( P=0.02, OR=0.22, 95% CI 0.06-0.77) was a predictive factor for a higher ORR. The median OS for the HMA-treated patients was 25.67 (95% CI 21.14-30.19) months. HMA response ( P=0.036, HR=0.47, 95% CI 0.23-0.95) was an independent favorable prognostic factor, whereas complex karyotype ( P=0.024, HR=2.14, 95% CI 1.10-4.15) , leukemia transformation ( P<0.001, HR=2.839, 95% CI 1.64-4.92) , and TP53 mutation ( P=0.012, HR=2.19, 95% CI 1.19-4.07) were independent adverse prognostic factors. There was no significant difference in efficacy and survival between the reduced and standard doses of HMA. The CR rate and ORR of MDS patients treated with decitabine and azacitidine were not significantly different. The median OS of patients treated with decitabine was longer compared with that of patients treated with azacitidine (29.53 months vs 20.17 months, P=0.007) . The incidence of bone marrow suppression and pneumonia in the decitabine group was higher compared with that in the azacitidine group. Conclusion:Continuous and regular use of appropriate doses of hypomethylating agents may benefit MDS patients to the greatest extent if it is tolerated.
9.Clinical characteristics and all-cause mortality influencing factors of 176 patients with Keshan disease
Shujuan LI ; Ying HONG ; Jianzhong BAO ; Rong LUO ; Huihui MA ; Hongmei ZHANG ; Wei CAI ; Feng LI ; Jinshu LI ; Hui HUANG ; Mingjiang LIU ; Anwei WANG ; Ningbo HUANG ; Xiaoping LI
Chinese Journal of Endemiology 2024;43(6):482-486
Objective:To analyze the clinical characteristics and all-cause mortality influencing factors of patients with Keshan disease.Methods:Clinical data of patients with Keshan disease from Keshan disease areas in Sichuan Province and Yunnan Province were collected and retrospectively analyzed for clinical characteristics and survival status during regular follow-up. According to the survival status of patients, the survey subjects were divided into a survival group and a death group. All-cause mortality (referring to the death caused by various reasons throughout the follow-up period) was used as the study endpoint. Kaplan-Meier (K-M) survival curve analysis and log-rank χ 2 test were performed, univariate and multivariate Cox regression analysis were used for all-cause mortality factor analysis. Results:A total of 176 patients with Keshan disease were collected, including 92 cases in Sichuan Province and 84 cases in Yunnan Province. Among all the patients, there were 105 males, accounting for 59.66%, and 71 females, accounting for 40.34%. The age was (53.89 ± 13.19) years old. Thirty-five cases died from all causes, with a mortality rate of 19.89%. There were significant differences in age ( t = 2.09, P = 0.038), New York Heart Association (NYHA) cardiac function grading (χ 2 = 14.62, P < 0.001) and ventricular premature contraction (χ 2 = 6.82, P = 0.009) between the survival group and the death group. K-M survival curve analysis showed that patients with Keshan disease complicated by premature ventricular contraction and high NYHA cardiac function grading (Ⅲ and Ⅳ) had higher all-cause mortality (log-rank χ 2 = 8.72, 22.49, P < 0.05). Univariate Cox regression analysis showed that NYHA cardiac function grading and ventricular premature contraction ( HR = 3.09, 2.71, P < 0.05) were predictive influencing factors for all-cause mortality in patients with Keshan disease. Multivariate Cox regression analysis showed that NYHA cardiac function grading ( HR = 6.57, P = 0.002) and ventricular premature contraction ( HR = 2.98, P = 0.050) were independent factors for all-cause mortality in patients with Keshan disease. Conclusions:Among 176 patients with Keshan disease, the number of patients with poor cardiac function (NYHA cardiac function grading Ⅲ and Ⅳ) and arrhythmia is high. NYHA cardiac function grading and ventricular premature contractions are independent influencing factors for all-cause mortality in patients with Keshan disease.
10.Epidemiological characteristics of brucellosis among non-occupational population in Jinan City
Jianbao LIU ; Shujuan HUANG ; Caiyun CHANG ; Qingmei SUI
Chinese Journal of Endemiology 2024;43(9):746-749
Objective:To study the epidemiological characteristics of brucellosis (hereinafter referred to as brucellosis) among non-occupational population in Jinan City, and to provide a basis for formulating further prevention and control measures.Methods:From "the Infectious Disease Monitoring System of the China Center for Disease Control and Prevention", Center for Disease Control and Prevention of Jinan City and its subordinate counties, the epidemiological data and case investigation data of brucellosis in Jinan from 2012 to 2021 were collected and statistically analyzed using descriptive epidemiological methods.Results:From 2012 to 2021, a total of 453 cases of brucellosis were reported in the non-occupational population of Jinan City, accounting for 20.21% (453/2 241) of the total number of cases. The proportion of brucellosis cases in the non-occupational population showed an increasing trend year by year (χ 2tend = 25.50, P < 0.001). Among the non-occupational population, there were 317 males and 136 females, with a gender ratio of 2.33∶1.00; the age was (46.34 ± 17.72) years old, with a minimum age of 1 year and a maximum age of 86 years. The majority of the affected population were farmers, accounting for 71.74% (325/453). The peak onset time was April and May. The main routes of infection were through the digestive tract and respiratory tract, accounting for 36.87% (167/453) and 33.77% (153/453), respectively. The clinical symptoms were mainly fever, muscle soreness, fatigue, and hyperhidrosis. The diagnosis time was 20.0 (7.5, 37.5) d, and the sensitivity of city and district general hospitals to detect and diagnose brucellosis was relatively low. Conclusions:The incidence rate of brucellosis among non-occupational population in Jinan is increasing year by year. The high incidence season is spring, and the high incidence population is male young and middle-aged farmers. Digestive and respiratory transmission are the main transmission routes, with atypical clinical symptoms and a long diagnosis time. The next step is to strengthen the promotion of brucellosis prevention and control knowledge and the training of medical personnel in brucellosis diagnosis.

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