1.m6A-related gene clustering analysis and immune cell infiltration analysis in myocardial ischemia-reperfusion injury after cardiopulmonary bypass based on machine learning
Yao TANG ; Wendong CHEN ; Yanqiong WANG ; Wei YANG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(10):1475-1485
Objective To identify the N6-methyladenosine (m6A)-related characteristic genes analyzed by gene clustering and immune cell infiltration in myocardial ischemia-reperfusion injury (MI/RI) after cardiopulmonary bypass through machine learning. Methods The differential genes associated with m6A methylation were screened by the dataset GSE132176 in GEO, the samples of the dataset were clustered based on the differential gene expression profile, and the Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis of the differential genes of the m6A cluster after clustering were performed to determine the gene function of the m6A cluster. R software was used to determine the better models in machine learning of support vector machine (SVM) model and random forest (RF) model, which were used to screen m6A-related characteristic genes in MI/RI, and construct characteristic gene nomogram to predict the incidence of disease. R software was used to analyze the correlation between characteristic genes and immune cells, and the online website was used to build a characteristic gene regulatory network. Results In this dataset, a total of 5 m6A-related differential genes were screened, and the gene expression profiles were divided into two clusters for cluster analysis. The enrichment analysis of m6A clusters showed that these genes were mainly involved in regulating monocytes differentiation, response to lipopolysaccharides, response to bacteria-derived molecules, cellular response to decreased oxygen levels, DNA transcription factor binding, DNA-binding transcription activator activity, RNA polymerase Ⅱ specificity, NOD-like receptor signaling pathway, fluid shear stress and atherosclerosis, tumor necrosis factor signaling pathway, interleukin-17 signaling pathway. The RF model was determined by R software as the better model, which determined that METTL3, YTHDF1, RBM15B and METTL14 were characteristic genes of MI/RI, and mast cells, type 1 helper lymphocytes (Th1), type 17 helper lymphocytes (Th17), and macrophages were found to be associated with MI/RI after cardiopulmonary bypass in immune cell infiltration. Conclusion The four characteristic genes METTL3, YTHDF1, RBM15B and METTL14 are obtained by machine learning, while cluster analysis and immune cell infiltration analysis can better reveal the pathophysiological process of MI/RI.
2.ETCM v2.0: An update with comprehensive resource and rich annotations for traditional Chinese medicine.
Yanqiong ZHANG ; Xin LI ; Yulong SHI ; Tong CHEN ; Zhijian XU ; Ping WANG ; Meng YU ; Wenjia CHEN ; Bing LI ; Zhiwei JING ; Hong JIANG ; Lu FU ; Wenjing GAO ; Yanhua JIANG ; Xia DU ; Zipeng GONG ; Weiliang ZHU ; Hongjun YANG ; Haiyu XU
Acta Pharmaceutica Sinica B 2023;13(6):2559-2571
Existing traditional Chinese medicine (TCM)-related databases are still insufficient in data standardization, integrity and precision, and need to be updated urgently. Herein, an Encyclopedia of Traditional Chinese Medicine version 2.0 (ETCM v2.0, http://www.tcmip.cn/ETCM2/front/#/) was constructed as the latest curated database hosting 48,442 TCM formulas recorded by ancient Chinese medical books, 9872 Chinese patent drugs, 2079 Chinese medicinal materials and 38,298 ingredients. To facilitate the mechanistic research and new drug discovery, we improved the target identification method based on a two-dimensional ligand similarity search module, which provides the confirmed and/or potential targets of each ingredient, as well as their binding activities. Importantly, five TCM formulas/Chinese patent drugs/herbs/ingredients with the highest Jaccard similarity scores to the submitted drugs are offered in ETCM v2.0, which may be of significance to identify prescriptions/herbs/ingredients with similar clinical efficacy, to summarize the rules of prescription use, and to find alternative drugs for endangered Chinese medicinal materials. Moreover, ETCM v2.0 provides an enhanced JavaScript-based network visualization tool for creating, modifying and exploring multi-scale biological networks. ETCM v2.0 may be a major data warehouse for the quality marker identification of TCMs, the TCM-derived drug discovery and repurposing, and the pharmacological mechanism investigation of TCMs against various human diseases.
3.Mechanism of Osteoking in Improving Energy Metabolism in Rats with Myofascial Pain Syndrome Based on cAMP/PKA/PGC1α Signaling Pathway
Xiaoxiao WANG ; Qun LI ; Chao YANG ; Changting FANGLUO ; Zhixing HU ; Lili WANG ; Suya ZAHNG ; Xueting LIU ; Yanqiong ZHANG ; Chunfang LIU ; Na LIN
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(24):54-62
ObjectiveFrom the perspective of energy metabolism, the mechanism of Osteoking (OK) in the treatment of myofascial pain syndrome (MPS) was revealed through systems biology prediction combined with holistic animal experimental validation methods. MethodFirstly, the key targets of MPS and their related molecular mechanisms were predicted by the systems biology method, and the core network targets were screened. Then, the network-predicted targets were verified by animal experiments. Specifically, 60 SD rats were randomly divided into normal group, model group, low, medium, and high dose OK groups (0.66, 1.31, 2.63 mL·kg-1), and positive celecoxib group (21 mg·kg-1). The MPS model was established by beating combined with a centrifugal exercise method for eight weeks. Except for two days after modeling, the intervention of OK or celecoxib was performed. After the completion of the model, the drug was administered for two weeks. The histopathological changes of trigger point muscle tissue were observed by hematoxylin-eosin staining. The content/activity of Na-K-ATP enzyme (Na+-K+-ATPase), Ca2+ pump (Ca2+ATPase), Ca2+, lactate dehydrogenase (LDH), glutathione (GSH), malondialal (MDA), superoxide dismutase (SOD), cyclic adenosine phosphate (cAMP), and protein kinase A (PKA) in serum and/or trigger point muscle tissue in MPS rats was detected by enzyme-linked immunosorbent assay. Protein expression levels of PKA and the peroxisome proliferator-activated receptor γ coactivator 1α (PGC1α) in MPS rats were detected by immunohistochemistry. The protein expression levels of PKA, PGC1α, and mitochondrial transcription factor A (TFAM) in MPS rats were detected by Western blot. ResultThe network prediction results suggest that OK acts on the key target of energy metabolism related to the occurrence and development of MPS and may participate in the activation of the cAMP/PKA/PGC1α signaling pathway. The experimental validation results show that compared with the normal group, contracture nodules and disordered arrangement of muscle fibers appear in the trigger point muscle tissue of MPS rats. Na+-K+-ATPase, Ca2+ATPase, SOD activity, Ca2+, and GSH contents in serum and/or trigger point muscle tissue are significantly decreased (P<0.01). Both LDH activity and MDA contents are significantly increased (P<0.01), and the protein expression levels of cAMP, PKA, PGC1α, and TFAM are significantly decreased (P<0.01). Compared with the model group, OK improves the histopathological morphology of trigger point muscle fibers in MPS rats, and after the intervention of OK, Na+-K+-ATPase, Ca2+ATPase, SOD activity, Ca2+, and GSH contents in serum and/or trigger point muscle tissue in MPS rats are significantly increased (P<0.05, P<0.01). LDH activity and MDA contents are significantly reduced (P<0.05, P<0.01). The protein expression levels of cAMP, PKA, PGC1α, and TFAM are significantly increased (P<0.05, P<0.01). ConclusionThe mechanism of OK's intervention in MPS rats may be related to its effective activation of the cAMP/PKA/PGC1α signaling pathway, thus promoting mitochondrial energy metabolism and trigger point muscle fiber damage repair in muscle cells.
4.A comprehensive review of integrative pharmacology-based investigation: A paradigm shift in traditional Chinese medicine.
Haiyu XU ; Yanqiong ZHANG ; Ping WANG ; Junhong ZHANG ; Hong CHEN ; Luoqi ZHANG ; Xia DU ; Chunhui ZHAO ; Dan WU ; Feng LIU ; Hongjun YANG ; Changxiao LIU
Acta Pharmaceutica Sinica B 2021;11(6):1379-1399
Over the past decade, traditional Chinese medicine (TCM) has widely embraced systems biology and its various data integration approaches to promote its modernization. Thus, integrative pharmacology-based traditional Chinese medicine (TCMIP) was proposed as a paradigm shift in TCM. This review focuses on the presentation of this novel concept and the main research contents, methodologies and applications of TCMIP. First, TCMIP is an interdisciplinary science that can establish qualitative and quantitative pharmacokinetics-pharmacodynamics (PK-PD) correlations through the integration of knowledge from multiple disciplines and techniques and from different PK-PD processes
5.A correlational research between sleep duration, timing and the risk of osteoporosis in postmenopausal women
Yanqiong YANG ; Qiao ZHANG ; Nianchun PENG ; Ying HU ; Miao ZHANG ; Shujing XU ; Rui WANG ; Lixin SHI
Chinese Journal of Endocrinology and Metabolism 2020;36(11):949-955
Objective:To investigate the correlation between sleep duration, sleep timing and the risk of osteoporosis in postmenopausal women, to identify contributing mechanisms and guide the prevention and treatment of osteoporosis.Methods:A total of 5 449 postmenopausal women were included in this study. All participants completed questionnaires, medical examinations, blood test and the measurement of bone mineral density using calcaneal quantitative ultrasonography. After adjusting for potential confounders, logistic regression model was used to assess the association of sleep duration, sleep timing with the risk of osteoporosis. Results:In postmenopausal women, there were significant differences in sleep duration and timing among groups with different risk of osteoporosis( P<0.05). After controlling ages, BMI, diabetes, hypertension, dyslipidemia, smoking, alcohol consumption and physical activity, sleep duration was correlated with the risk of osteoporosis, long sleep duration(≥9 h)increased the risk of osteoporosis( OR=1.39, 95% CI 1.17-1.65, P<0.05)compared with the group with sleep duration of 7~8 hours. In analysis of the combined effect of sleep duration and sleep time on the risk of osteoporosis, compared with normal sleep duration(7-8 h)and normal sleep timing(22: 00-23: 00), long sleep duration(≥9 h)and normal sleep timing(22: 00-23: 00)increased the risk of osteoporosis( OR=1.38, 95% CI 1.01-1.87, P<0.05), which was higher in the group of long sleep duration(≥9 h)and late sleep timing(≥23: 00; OR=1.43, 95% CI 1.01-2.01, P<0.05). Conclusion:Long sleep duration(≥9 h)and late sleep timing(≥22: 00)are risk factors for the increased risk of osteoporosis in postmenopausal women, the late sleep timing leads to the higher risk.
6.Efficiency comparison of Kwak and ACR ( 2017 ) Thyroid Imaging Reporting and Data System ( TI‐RADS) classification :a polycentric retrospective study
Yu LIANG ; Linxian YUE ; Qin CHEN ; Jie LIN ; Daoning GUO ; Peng HE ; Fang YANG ; Wensheng YUE ; Hong ZHENG ; Jiaquan RUAN ; Haijun LIU ; Jianqiong SONG ; Lingying YANG ; Juan WANG ; Chengting ZHOU ; Yutian WU ; Siyi WANG ; Yanqiong TANG ; Mengxia YUAN ; Yan ZHAO
Chinese Journal of Ultrasonography 2019;28(5):419-424
Objective To evaluate the diagnostic efficacy of Kwak and ACR( 2017 ) thyroid imaging reporting and data systems ( T I‐RADS ) for thyroid nodules . Methods Cases of thyroid nodule who underwent surgery from January 2015 to M arch 2018 in 15 hospitals in Sichuan province were collected and the ultrasonographic features of thyroid nodules were retrospectively analyzed by trained senior ultrasound physicians using Kwak and ACR T I‐RADS classification methods . Totally ,12 712 thyroid nodules were observed ,7 023 thyroid nodules in 7 023 cases with complete ultrasound and surgical and pathological data were eventually enrolled in the study . T hyroid nodules with solid ,hypoechoic or very hypoechoic ,tall/wide ratio ≥ 1 , margin ill‐defined and microcalcification were classified as malignant signs of ultrasound . M alignant percentage was calculated and diagnostic tests were performed . Results ① T here was a statistical difference between the benign and malignant nodules in the two types of T I‐RADS classification ( P<0 .01) . ② T he area under ROC curve of Kwak and ACR in the diagnosis of malignant nodules were 0 .89 and 0 .84 ,respectively . T he Youden index of Kwak and ACR were 0 .66 and 0 .57 ,respectively . ③Taking Kwak T I4B and ACR T R4 as critical points for malignancy ,the sensitivity ,specificity ,positive predictive value and negative predictive value of Kwak T I 4B were 75 .0% ,90 .9% ,83 .2% ,and 85 .9% , respectively . T he accuracy of Kwak T I4B was 84 .9% ; T he sensitivity ,specificity ,positive predictive value and negative predictive value of ACR T R4 were 88 .2% ,68 .9% ,62 .9% ,and 90 .8% ,respectively . T he accuracy of ACR T R4 was 76 .2% . T he Kappa value of Kwak TI4B and ACR T R4 was 0 .52 . T he χ2 value of Kwak T I4B and ACR T R4 was 2 174 .6 ( P < 0 .01 ) . Conclusions T he diagnostic values of two T I‐RADS classification methods for thyroid malignant nodules are high . T he overall efficiency of Kwak T I‐RADS classification method is better than that of ACR TI‐RADS classification method .
7. Role of PI3K/Akt signaling pathway in ischemic rats underwent cardiac shock waves therapy
Leilei SHANG ; Zhen SU ; Xuejuan MA ; Yanqiong WANG ; Yu WANG ; Qixian WANG ; Ping YANG
Chinese Journal of Cardiology 2019;47(6):457-464
Objective:
To investigate the role of PI3K/Akt signaling pathway in ischemic rats underwent cardiac shock therapy.
Methods:
Adult male Sprague Dawley (SD) rats weighing 220-250 g were used to establish a heart failure model by ligation of the left anterior descending coronary artery. Rat models were defined by echocardiographic assessment at 4 weeks post operation and heart failure rats were randomly divided into 4 groups,namely heart failure group (HF group, 9 cases),heart failure+cardiac shock waves therapy group (HF+CSWT group, 9 cases),heart failure+inhibitor(HF+LY294002 group, 9 cases),heart failure+cardiac shock waves therapy group+inhibitor (HF+CSWT+LY294002 group, 9 cases),and another 9 sham-operated SD rats served as control group (sham group, 9 cases). At 8 weeks postoperation, echocardiography was used to evaluate cardiac function in each group,myocardial infarct size was measured by TTC staining,the apoptotic index of rats cardiomyocytes were detected by TUNEL method,the myocardial mRNA expression of apoptosis-related factor was detected by real-time quantitative PCR, the protein expression levels of PI3K/Akt signaling pathway and apoptosis-related pathways were detected by Western blot.
Results:
(1) Eight weeks after operation, left ventricular end diastolic diameter (LVEDD) and left ventricular end systolic diameter (LVESD) were significantly lower in HF+CSWT group than in HF group (all
8.Clinical effects of different dosages of Shenfu injection for treatment of elderly patients with refractory chronic congestive heart failure
Zhigang YU ; Jie YANG ; Yanqiong CHEN ; Bangjiang FANG
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2015;22(5):496-498
Objective To investigate the clinical effects of different dosages of Shenfu injection for treatment of elderly patients with refractory chronic congestive heart failure (CHF).Methods A prospective study was conducted, 360 patients with CHF from Longhua Hospital Affiliated to Shanghai University of Traditional Chinese Medicine were enrolled, and they were randomly divided into low dose, middle dose and high dose Shenfu injection groups. In the three groups, the patients received the same conventional medicine therapy, and additionally they were treated by low, medium and high dose Shenfu injection (60, 80, 100 mL/d, respectively), once a day. The therapeutic course was 10 days in the three groups. After treatment, the clinic therapeutic effect, left ventricular diastolic end diameter (LVEDD), left ventricular ejection fraction (LVEF), stroke volume (SV), cardiac output (CO), cardiac index (CI) and plasma B type natriuretic peptide (BNP) were observed in the three groups.Results The total therapeutic effective rate in middle dose Shenfu injection group was significantly higher than that in low dose and high dose Shenfu injection groups [82.5% (99/120) vs. 54.2% (65/120), 60.0% (72/120), bothP < 0.05]. In high dose Shenfu injection group, increase of blood pressure occurred in 15 cases (12.5%), but no such phenomenon appeared in low and middle dose Shenfu injection groups. In the three groups, no cardiac arrhythmia, liver function abnormality, myocardial enzymogram abnormality, etc. adverse reactions occurred. Compared with those before treatment, after treatment in three groups the LVEDD and BNP were significantly decreased, while LVEF, SV, CO and CI were markedly increased. The changes of above index in middle dose Shenfu injection group were more significant [LVEDD (mm): 46.1±6.3 vs. 58.3±4.4; LVEF: 0.561±0.056 vs. 0.324±0.044, SV (mL): 58.1±6.3 vs. 35.7±5.4, CO (L/min): 5.78±0.60 vs. 4.21±0.78, CI (mL·s-1·m-2): 81.85±7.33 vs. 53.01±9.00, BNP (ng/L): 355.4±76.6 vs. 3 263.2±65.7, allP < 0.05]. Conclusion Shenfu injection 80 mL/d is the best effective dosage for treatment of elderly patients with refractory CHF and its incidence of adverse events is low.
9.PI3K/Akt signaling pathway regulates autophagy induced by acute kid-ney injury in septic rats
Jingfen XIANG ; Xiang YANG ; Jianfeng GONG ; Weijian LEI ; Yanqiong DENG ; Dan MU ; Guoquan ZHONG ; Qiyong MENG
Chinese Journal of Pathophysiology 2014;(6):1052-1058
AIM:To investigate the autophagy induced by sepsis and acute kidney injury , and the regulation of phosphoinositide 3-kinase (PI3K)/protein kinase B (Akt) signaling pathway in this process.METHODS: The rats were subjected to cecal ligation and puncture ( CLP) or sham operation .Histopathologic changes of the renal tissues were examined by HE staining .Blood urea nitrogen ( BUN) and serum creatinine ( SCr) were measured by chemical colorime-try.The protein expression of microtubule-associated protein light chain 3 I/II (LC3 I/II), beclin-1 and p-Akt at different time points after CLP was detected by Western blotting .In vitro, human proximal tubular epithelial cell line HK-2 were treated with LPS to induce autophagy .The protein expression of LC 3 I/II and p-Akt in the HK-2 cells after LPS treatment at different time points and different concentrations was detected by Western blotting .These molecules in HK-2 cells and apoptosis of HK-2 cells treated with LPS plus PI3K inhibitor or Akt inhibitor were also detected .RESULTS: Compared with sham group , the severe changes of renal histopathological injuries in CLP groups were observed , the levels of BUN and SCr in CLP groups were significantly increased .LC3 I/II, beclin-1 and phosphorylation of Akt gradually increased after CLP.After treatment with LPS, the expression of p-Akt (308) in the HK-2 cells gradually increased in a dose-and time-dependent fashion.The expression of beclin-1 and p-Akt (472) reached a peak at 8 h or 10 mg/L LPS treatment.Treat-ment with PI3K or Akt inhibitor down-regulated the expression of LC3 and promoted the apoptosis of HK-2 cells.CON-CLUSION:Autophagy in the kidney is induced by sepsis and acute kidney injury .PI3/Akt signaling pathway may be in-volved in this process .
10.The test results analysis of antinuclear antibodies using different brands kit and methodology
Di ZHAO ; Yanqiong CHEN ; Xiaogang DENG ; Wenjie YANG ; Yujie XU ; Zhi LI
Chongqing Medicine 2014;(21):2734-2735,2738
Objective To compare test results of antinuclear antibodies (ANA ) using different brands kit and methodology . Methods 180 cases who accepted serum ANA detection in hospital from April to December 2012 were choosen ,in which 145 cases of positive serum and 35 cases of healthy control .The 180 cases were tested for ANAs by YHLO ANA-17S ,EUROIMMUN ANA profile 3 and ANA IIFA kits at the same time ,and all parameters about ANA decetion were compared such as sensitivity ,specifici-ty ,positive predictive value ,negative predictive value and the coincidence rate between the two kinds of kits .Results The sensitivi-ty of YHLO ANA-17S ,EUROIMMUN ANA profile 3 and EUROIMMUN ANA IIFA was 94 .8% ,90 .4% ,95 .6% ;specificity was 88 .9% ,91 .1% ,93 .3% ;positive predictive value was 96 .2% ,96 .8% ,97 .7% ;negative predictive value was 85 .1% ,75 .9% , 87 .5% ;the coincidence rate between the EUROIMMUN ANA profile 3 and EUROIMMUN ANA IIFA was 84 .0% (P>0 .05) ,be-tween the YHLO ANA-17S and EUROIMMUN ANA IIFA was 80 .0% (P>0 .05) ,between theYHLO ANA-17S and EUROIM-MUN ANA profile 3 was 93 .0% (P> 0 .05) .Conclusion Three kits for detecting ANAs have good sensitivity and specificity , which can be used for autoimmune disease detection .Laboratory tests result should be combined with clinical symptoms according to the diagnostic criteria to make the final diagnosis .

Result Analysis
Print
Save
E-mail