1.Recognition of breath odor map of benign and malignant pulmonary nodules and Traditional Chinese Medicine syndrome elements based on electronic nose combined with machine learning: An observational study in a single center
Shiyan TAN ; Qiong ZENG ; Hongxia XIANG ; Qian WANG ; Xi FU ; Jiawei HE ; Liting YOU ; Qiong MA ; Fengming YOU ; Yifeng REN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(02):185-193
Objective To explore the recognition capabilities of electronic nose combined with machine learning in identifying the breath odor map of benign and malignant pulmonary nodules and Traditional Chinese Medicine (TCM) syndrome elements. Methods The study design was a single-center observational study. General data and four diagnostic information were collected from 108 patients with pulmonary nodules admitted to the Department of Cardiothoracic Surgery of Hospital of Chengdu University of TCM from April 2023 to March 2024. The patients' TCM disease location and nature distribution characteristics were analyzed using the syndrome differentiation method. The Cyranose 320 electronic nose was used to collect the odor profiles of oral exhalation, and five machine learning algorithms including random forest (RF), K-nearest neighbor (KNN), logistic regression (LR), support vector machine (SVM), and eXtreme gradient boosting (XGBoost) were employed to identify the exhaled breath profiles of benign and malignant pulmonary nodules and different TCM syndromes. Results (1) The common disease locations in pulmonary nodules were ranked in descending order as liver, lung, and kidney; the common disease natures were ranked in descending order as Yin deficiency, phlegm, dampness, Qi stagnation, and blood deficiency. (2) The electronic nose combined with the RF algorithm had the best efficacy in identifying the exhaled breath profiles of benign and malignant pulmonary nodules, with an AUC of 0.91, accuracy of 86.36%, specificity of 75.00%, and sensitivity of 92.85%. (3) The electronic nose combined with RF, LR, or XGBoost algorithms could effectively identify the different TCM disease locations and natures of pulmonary nodules, with classification accuracy, specificity, and sensitivity generally exceeding 80.00%.Conclusion Electronic nose combined with machine learning not only has the potential capabilities to differentiate the benign and malignant pulmonary nodules, but also provides new technologies and methods for the objective diagnosis of TCM syndromes in pulmonary nodules.
2.Traditional Chinese Medicine Regulates Autophagy to Prevent and Treat Osteoarthritis: A Review
Jutang CHAI ; Qian YANG ; Hongxia NING ; Wenjuan LIU ; Tao LIU ; Xiaotao WEI ; Xiaoyu LIU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(2):287-298
Osteoarthritis (OA) is a common chronic, highly prevalent, painful, and disabling degenerative joint disease. It has imposed a heavy burden on social healthcare and patients' psychology and economy due to its clinical symptoms such as impaired joint mobility and severe joint pain and the immature therapies. Studies have shown that OA is closely associated with articular cartilage dysfunction, synthesis and degradation disorders of chondrocyte extracellular matrix (ECM), and joint inflammation. Moderate autophagy can restore the function of damaged chondrocytes, regulate chondrocyte apoptosis, and promote the synthesis and metabolism of ECM to alleviate the inflammation of joints and delay the onset and progression of OA. According to the clinical symptoms, OA can be classified into the category of impediment in traditional Chinese medicine. With the theories of holistic conception, treatment based on syndrome differentiation, and individualised diagnosis and treatment, traditional Chinese medicine has demonstrated definite effects in the treatment of OA in thousands of years of practice. Moreover, traditional Chinese medicine causes mild adverse reactions, and the patients have high tolerance and acceptance. This paper briefly explains the roles of autophagy and the related regulatory proteins, such as Unc-51-like autophagy-activated kinase 1 (ULK1), Beclin-1, and microtubule-associated protein light chain 3 (LC3), and details the latest research achievements in the prevention and control of OA by traditional Chinese medicines and its related markers via the regulation of autophagy, so as to provide a idea for the in-depth research in this field and the clinical application of traditional Chinese medicine in preventing and treating OA.
3.Determination of Eight Lignans in Schisandrae Sphenantherae Fructus on the Market from Different Habitats by UPLC-MS/MS
Lianhao GAO ; Hongwei LI ; Junling WANG ; Xiuping LI ; Zhewei FANG ; Qian XIONG ; Hongxia LIU ; Jinsi YANG ; Rong MA ; Mengxian LI
Chinese Journal of Modern Applied Pharmacy 2024;41(4):520-523
OBJECTIVE
To compare the contents of schizandrin A, schizandrin B, schizandrin C, schisandrol A, schisandrol B, schisantherin A, anwuligan, and schisanhenol in Schisandrae Sphenantherae Fructus on market from 12 habitats.
METHODS
The samples were pre-treated by 96-well fitration plates. The assay was performed on ACE EXCEL 1.7 C18-AMIDE(100 mm×2.1 mm, 1.7 μm) column with 0.1% formic acid-water(A) and methanol(B), gradient elution, flow speed was 0.4 mL·min–1. Ion source was electric spray ion source, positive ion monitoring mode, multireaction monitoring mode for quantitative analysis. Linear, instrument precision, stability, repeatability, average recovery were investigated.
RESULTS
The content of schisantherin A in 10 of 12 producing areas reached the standard of ≥0.2% of Schisandrae Sphenantherae Fructus in 2020 Edition of Chinese Pharmacopoeia.
CONCLUSION
UHPLC-MS/MS is suitable for simultaneous determination of multiple components in Schisandrae Sphenantherae Fructus. The Schisandrae Sphenantherae Fructus in the market basically meet the national legal standards.
4.Detection and clinical significance of serum ALDH2 and CAT activities in type 2 diabetic patients with retinopathy
Yanyan JIN ; Hongxia QIAN ; Jie YANG ; Jing WEI ; Yan WU ; Mengmeng LIU
International Journal of Laboratory Medicine 2024;45(11):1363-1367
Objective To analyze the activity of serum aldehyde dehydrogenase 2(ALDH2)and catalase(CAT)in patients with type 2 diabetes mellitus(T2DM)complicated with diabetic retinopathy(DR),and to explore its clinical diagnostic value.Methods A total of 206 T2DM patients in this hospital from April 2020 to November 2021 were selected and divided into T2DM group(T2DM group,n=103)and T2DM combined with DR group(T2DM+DR group,n=103)according to the presence or absence of retinopathy.Another 103 physical examination healthy people during the same period in the hospital were selected as the control group.Serum ALDH2 and CAT activities were measured.Pearson correlation analysis was used to analyze the rela-tionship between serum ALDH2,CAT and glycosylated hemoglobin,triglyceride,fasting blood glucose(FBG),1 h postprandial blood glucose(1 hPG)and insulin resistance index(HOMA-IR)in T2DM patients with DR.Multivariate Logistic regression was used to analyze the influencing factors of T2DM with DR.Re-ceiver operating characteristic(ROC)curve was used to analyze the clinical diagnostic value of serum ALDH2 and CAT for T2DM with DR.Results The serum ALDH2 and CAT activities were gradually decreased in the control group,T2DM group and T2DM+DR Group(P<0.05).Multivariate Logistic regression analysis showed that glycosylated hemoglobin,1 hPG,HOMA-IR,duration of diabetes,ALDH2 and CAT activity were the influencing factors of T2DM patients with DR(P<0.05).Pearson correlation analysis showed that the levels of ALDH2 and CAT were negatively correlated with glycosylated hemoglobin,triglyceride,FBG,1 hPG and HOMA-IR in T2DM patients with DR(P<0.05).ROC curve analysis showed that the area under the curve(AUC)of ALDH2 combined with CAT in the diagnosis of T2DM patients with DR was significantly higher than AUC of ALDH2 alone(Z=2.563,P=0.010)and CAT alone(Z=1.984,P=0.047).Conclusion The serum ALDH2 and CAT activities are decreased in T2DM patients with DR.The combined detection of AL-DH2 and CAT has a high diagnostic value for T2DM patients with DR.
5.Guiqi Baizhu Prescription Combined with Oxaliplatin Protects Intestinal Barrier of Tumor-bearing Mice with Gastric Cancer by Regulation of VIP/cAMP/PKA/AQP Signaling Pathway
Huancheng DONG ; Yun SU ; Hongxia GONG ; Wangjie CAO ; Jianzheng HE ; Yongqi LIU ; Han ZHANG ; Yuanding ZENG ; Congyi LI ; Qian KANG
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(5):129-136
ObjectiveTo investigate the protective effect of Guiqi Baizhu prescription combined with oxaliplatin on the intestinal barrier of tumor-bearing mice with gastric cancer by regulating downstream aquaporin 3 (AQP3) and aquaporin 4 (AQP4) through the vasoactive intestinal peptide (VIP)/cyclic adenosine monophosphate (cAMP)/protein kinase A (PKA) signaling pathway. MethodThe gastric cancer cell lines MFC with a density of 1×107/mL were prepared into cell suspension. The tumor-bearing mouse model of gastric cancer was established by inoculating 0.2 mL cell suspension under the right axilla of mice. After successful modeling, mice were randomly divided into 5 groups, namely, model group, oxaliplatin group (10 mg·kg-1), and high, medium, and low-dose oxaliplatin + Guiqi Baizhu prescription groups (17.68, 8.84, 4.42 g·kg-1), with 10 mice in each group, and the remaining 10 mice were set as a blank group. Mice in each group were treated with Chinese medicine, oxaliplatin, or normal saline by gavage or intraperitoneal injection for 14 d. The next day after the last dose, blood was taken from the eyeball to separate serum and take colonic samples. Hematoxylin-eosin (HE) staining was used to observe the changes in tissue morphology. The content of D-lactate acid (D-LA) and diamine oxidase (DAO) in the serum was determined by enzyme-linked immunosorbent assay (ELISA). The mRNA and protein expressions of VIP, cAMP, PKA, AQP3, and AQP4 were detected by Real-time quantitative polymerase chain reaction (Real-time PCR) and Western blot, respectively. ResultCompared with the blank group, the model group showed edema in the colonic submucosa, disordered arrangement of intestinal glands in the mucosal layer, loss of goblet cells, infiltration of inflammatory cells, and villus shedding. However, there were different degrees of improvement in each administration group. As compared with the blank group, the serum levels of DAO and D-LA in the model group were significantly increased (P<0.01). As compared with the model group, the levels of DAO and D-LA in the high-dose oxaliplatin + Guiqi Baizhu prescription group and the level of D-LA in the medium-dose oxaliplatin + Guiqi Baizhu prescription group were decreased (P<0.05, P<0.01). As compared with the oxaliplatin group, the levels of D-LA in the high and medium-dose oxaliplatin + Guiqi Baizhu prescription groups were decreased (P<0.05), and the levels of DAO and D-LA in other administration groups were decreased as well, but the difference had no statistical significance. As compared with the blank group, the mRNA and protein expression levels of VIP, cAMP, PKA, AQP3, and AQP4 in the model group were significantly decreased (P<0.05, P<0.01). As compared with the model group, the mRNA and protein expression levels of VIP, cAMP, PKA, AQP3, and AQP4 in each administration group were increased, and those in the high-dose oxaliplatin + Guiqi Baizhu prescription group were significantly increased (P<0.05, P<0.01), while the protein expression level of cAMP in the medium-dose oxaliplatin + Guiqi Baizhu prescription group were increased (P<0.05). As compared with the oxaliplatin group, the protein expression levels of cAMP in the high-dose oxaliplatin + Guiqi Baizhu prescription group were increased (P<0.05), and the mRNA and protein expressions of these indexes in the other groups were also increased but the differences were not statistically significant. ConclusionGuiqi Baizhu prescription combined with oxaliplatin can regulate AQP3 and AQP4 through the VIP/cAMP/PKA signaling pathway to protect the intestinal barrier of tumor-bearing mice with gastric cancer.
6.Research progress on health literacy of cancer caregivers
Huan LIN ; Meimei SHANG ; Qian WANG ; Tingting SHEN ; Wenchong LIU ; Hongxia GE
Chinese Journal of Practical Nursing 2023;39(5):390-395
This paper was reviewed the research status of health literacy of cancer caregivers, including an overview of health literacy, assessment tools for health literacy of cancer caregivers, factors affecting health literacy of cancer caregivers and measures to improve health literacy of cancer caregivers. To provide theoretical basis for the localized development of health literacy assessment tools for cancer caregivers and further research.
7.Clinical and genetic characteristics of young patients with myeloproliferative neoplasms
Mengyu ZHANG ; Mei BAO ; Dayu SHI ; Hongxia SHI ; Xiaoli LIU ; Na XU ; Minghui DUAN ; Junling ZHUANG ; Xin DU ; Ling QIN ; Wuhan HUI ; Rong LIANG ; Meifang WANG ; Ye CHEN ; Dongyun LI ; Wei YANG ; Gusheng TANG ; Weihua ZHANG ; Xia KUANG ; Wei SU ; Yanqiu HAN ; Limei CHEN ; Jihong XU ; Zhuogang LIU ; Jian HUANG ; Chunting ZHAO ; Hongyan TONG ; Jianda HU ; Chunyan CHEN ; Xiequn CHEN ; Zhijian XIAO ; Qian JIANG
Chinese Journal of Hematology 2023;44(3):193-201
Objectives:To investigate the clinical and genetic features of young Chinese patients with myeloproliferative neoplasms (MPN) .Methods:In this cross-sectional study, anonymous questionnaires were distributed to patients with MPN patients nationwide. The respondents were divided into 3 groups based on their age at diagnosis: young (≤40 years) , middle-aged (41-60 years) , and elderly (>60 years) . We compared the clinical and genetic characteristics of three groups of MPN patients.Results:1727 assessable questionnaires were collected. There were 453 (26.2%) young respondents with MPNs, including 274 with essential thrombocythemia (ET) , 80 with polycythemia vera (PV) , and 99 with myelofibrosis. Among the young group, 178 (39.3%) were male, and the median age was 31 (18-40) years. In comparison to middle-aged and elderly respondents, young respondents with MPN were more likely to present with a higher proportion of unmarried status (all P<0.001) , a higher education level (all P<0.001) , less comorbidity (ies) , fewer medications (all P<0.001) , and low-risk stratification (all P<0.001) . Younger respondents experienced headache (ET, P<0.001; PV, P=0.007; MF, P=0.001) at diagnosis, had splenomegaly at diagnosis (PV, P<0.001) , and survey (ET, P=0.052; PV, P=0.063) . Younger respondents had fewer thrombotic events at diagnosis (ET, P<0.001; PV, P=0.011) and during the survey (ET, P<0.001; PV, P=0.003) . JAK2 mutations were found in fewer young people (ET, P<0.001; PV, P<0.001; MF, P=0.013) ; however, CALR mutations were found in more young people (ET, P<0.001; MF, P=0.015) . Furthermore, mutations in non-driver genes (ET, P=0.042; PV, P=0.043; MF, P=0.004) and high-molecular risk mutations (ET, P=0.024; PV, P=0.023; MF, P=0.001) were found in fewer young respondents. Conclusion:Compared with middle-aged and elderly patients, young patients with MPN had unique clinical and genetic characteristics.
8.Visual analysis of research trends and hot topics of cognitive frailty in China and abroad
Jinrong GUO ; Qian ZHAO ; Haihua YAN ; Shunfang LIU ; Xiongbo LI ; Hongxia WU
Chinese Journal of Health Management 2023;17(4):301-306
Objective:To evaluate the trend and hotspots of the research on cognitive frailty in China and abroad through literature visualization analysis.Methods:Literature related to cognitive frailty were retrieved from the databases of CNKI, Wanfang, VIP and Web of Science from January 1, 2013 to August 31, 2022 with"cognitive frailty""cognitive decline"and"cognitive impairment"as retrieval terms. Based on the visualization software CiteSpace and VOSviewer, the network map analysis was conducted on the number of publications, journal distribution, country distribution and cooperation, institution distribution and cooperation and research hotspots.Results:A total of 2 500 literatures were retrieved, including 151 in Chinese and 2 349 in English. The number of publications showed an increasing trend with time. Among Chinese journals, Chin J Mod Nurs published the most literature (10 articles), while BMC Geriatr published the most literature (105 articles) in English journals. The top 5 countries in the number of English literature published were the United States (608 articles), the United Kingdom (295 articles), Italy (271 articles), China (252 articles) and Canada (195 articles). The top 5 institutions in the number of Chinese literature published were Fudan University (12 articles), Capital Medical University (10 articles), Zhengzhou University (7 articles), Central South University (5 articles) and Huazhong University of Science and Technology (5 articles). The National Center For Geriatrics Gerontology in Japan published the most English articles (74 articles). A total of 22 Chinese keywords and 44 English keywords were included. The nodes of the network analysis diagram were closely connected and highly centralized. The Chinese and English keywords“cognitive frailty”“elderly”and“frailty”were all in the core position. The Chinese emergent words were“cognitive frailty”“heart failure”“chronic disease”and“risk prediction”. The English burst terms were“cognitive frailty”“questionnaire”“cohort study”“social isolation”and“prevention”. Conclusions:The research popularity in the field of cognitive frailty is increasing year by year, and the number of articles published in English is higher than those in Chinese. At present, the main research focus is cognitive frailty, the elderly and frailty with great differences between China and abroad.
9. Molecular mechanism of high altitude hypoxia induced intestinal homeostasis imbalance and research progress of traditional Chinese medicine
Qian KANG ; Minghui XIU ; Dan YANG ; Jianzheng HE ; Hongxia GONG ; Wangjie CAO ; Yun SU ; Minghui XIU ; Jianzheng HE ; Hongxia GONG ; Wangjie CAO ; Yun SU ; Qian KANG ; Dan YANG ; Jianzheng HE ; Hongxia GONG ; Wangjie CAO ; Yun SU ; Minghui XIU ; Xueyan ZHANG ; Shuwei WANG
Chinese Journal of Clinical Pharmacology and Therapeutics 2023;28(12):1391-1402
Hypoxia is one of the factors restricting the survival of people at high altitudes, which can cause various symptoms such as vomiting, diarrhea, palpitations, shortness of breath and acute coma. About 80% of patients with acute mountain sickness have at least one symptom of a gastrointestinal distress (e. g., anorexia, nausea, diarrhea, vomiting, etc.). The pathological characteristics, pathogenesis and drug treatment of intestinal injury caused by high-altitude hypoxia were studied, which is conducive to the diagnosis and treatment of plateau gastrointestinal diseases. Therefore, by summarized relevant literature and systematically expounds the related researches on intestinal damage caused by high altitude hypoxia. We summarized the changes of intestinal morphology, intestinal cells, intestinal flora and other intestinal homeostasis caused by high altitude hypoxia, the mechanism of intestinal inflammation and oxidative damage, and the treatment of traditional Chinese medicine, which provide reference and information for reference for scientific research workers and clinicians.
10.Effect of balance training on patients with chronic obstructive pulmonary disease: a systematic review and Meta-analysis
Teng ZHANG ; Haihua YAN ; Qian ZHAO ; Xin LI ; Hongxia WU
Chinese Journal of Health Management 2023;17(10):766-772
Objective:To analyze and evaluate the impact of balance training on patients with chronic obstructive pulmonary disease (COPD).Methods:The randomized controlled trials of balance training in COPD patients in PubMed, Embase, Web of science, the Cochrane Library, CNKI, Wanfang, VIP, and Chinese Biomedical Literature Database were searched. The retrieval time was from the establishment of the database to November 20, 2022. A Meta-analysis was conducted using RevMan5.3 on balance ability, exercise ability, quality of life, and balance confidence in patients with COPD.Results:A total of 432 patients were included in 7 studies. The results of the Meta-analysis showed that compared with other training, balanced training could improve the balance ability of patients [Timed Up and Go Test: mean difference ( MD)=-2.19, 95% CI (-2.86, -1.52); P<0.001, Berg Balance Scale: MD=4.02, 95% CI (0.78, 7.27); P=0.020, the Balance Evaluation Systems Test: MD=7.83, 95% CI (0.13, 15.52); P=0.050], exercise ability [Six-Minute Walk Test: standard mean difference ( SMD)=0.21, 95% CI (0.01, 0.40); P=0.040] and quality of life [COPD Assessment Test and St. George′s Respiratory Questionnaire: SMD=-0.54, 95% CI (-1.08, -0.01); P=0.050], but balance training did not effectively enhance patients′ activity balance confidence [Activities-Specific Balance Confidence Scale: MD=9.34, 95% CI (-0.98, 19.66); P=0.080]. Conclusion:Balance training can improve the balance ability, exercise ability, and quality of life of patients with COPD, but the impact on patients′ activity balance confidence needs to be further verified.


Result Analysis
Print
Save
E-mail