1.A prediction model for high-risk cardiovascular disease among residents aged 35 to 75 years
ZHOU Guoying ; XING Lili ; SU Ying ; LIU Hongjie ; LIU He ; WANG Di ; XUE Jinfeng ; DAI Wei ; WANG Jing ; YANG Xinghua
Journal of Preventive Medicine 2025;37(1):12-16
Objective:
To establish a prediction model for high-risk cardiovascular disease (CVD) among residents aged 35 to 75 years, so as to provide the basis for improving CVD prevention and control measures.
Methods:
Permanent residents aged 35 to 75 years were selected from Dongcheng District, Beijing Municipality using the stratified random sampling method from 2018 to 2023. Demographic information, lifestyle, waist circumference and blood biochemical indicators were collected through questionnaire surveys, physical examinations and laboratory tests. Influencing factors for high-risk CVD among residents aged 35 to 75 years were identified using a multivariable logistic regression model, and a prediction model for high-risk CVD was established. The predictive effect was evaluated using the receiver operating characteristic (ROC) curve.
Results:
A total of 6 968 individuals were surveyed, including 2 821 males (40.49%) and 4 147 females (59.51%), and had a mean age of (59.92±9.33) years. There were 1 155 high-risk CVD population, with a detection rate of 16.58%. Multivariable logistic regression analysis showed that gender, age, smoking, central obesity, systolic blood pressure, fasting blood glucose, triglyceride and low-density lipoprotein cholesterol were influencing factors for high-risk CVD among residents aged 35 to 75 years (all P<0.05). The area under the ROC curve of the established prediction model was 0.849 (95%CI: 0.834-0.863), with a sensitivity of 0.693 and a specificity of 0.863, indicating good discrimination.
Conclusion
The model constructed by eight factors including demographic characteristics, lifestyle and blood biochemical indicators has good predictive value for high-risk CVD among residents aged 35 to 75 years.
2.Effect of Qianyang Yuyin Granules on Mesenchymal Transdifferentiation of Renal Tubular Epithelial Cells Induced by TGF-β1
Xue KONG ; Guoshun HUANG ; Xueling HAN ; Jinbo ZHANG ; Jing DAI ; Mengnan SHANG ; Chong ZOU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(2):56-63
ObjectiveBy observing the effect of Qianyang Yuyin granules on the phenotype of renal tubule epithelial cells, the intervention of Qianyang Yuyin granule on renal interstitial fibrosis was investigated. MethodThe renal tubular epithelial cells (HK-2) were treated with different concentrations of transforming growth factor (TGF)-β1 (5, 10, 15, 20, 25 μg·L-1) for 24 hours, and cell morphology and growth state were observed with an inverted phase contrast microscope. The 20 μg·L-1 was selected as the most appropriate concentration of TGF-β1 according to Western blot results for subsequent experiments. HK-2 cells were divided into six groups: blank group, TGF-β1 group (concentration of 20 μg·L-1), low, medium, and high dose Qianyang Yuyin granule groups (concentration of 0.5, 1, 2 g·L-1), and valsartan group (1 × 10-5 mol·L-1). The cell activity was measured by cell proliferation and cell counting kit-8 (CCK-8). The cell migration ability was detected by scratch test. The Transwell method was used to detect the invasiveness of cells. Western blot was used to detect levels of fibronectin (FN), E-cadherin, α-smooth muscle activator (α-SMA), Vimentin, collagen type Ⅰ(Col Ⅰ), collagen type Ⅳ(Col Ⅳ), and other related proteins. ResultTGF-β1 stimulating epithelial-mesenchymal transition (EMT) in renal tubular epithelial cells was time- and concentration-dependent. Compared with the blank group, higher concentration in the TGF-β1 group indicates longer intervention time and more obvious long spindle change of cells, and the migration and invasion ability of the cells was significantly enhanced. The protein expression level of FN, α-SMA, Vimentin, Col Ⅰ, and Col Ⅳ increased significantly (P<0.05, P<0.01), while the expression level of E-cadherin protein decreased (P<0.05). Compared with the TGF-β1 group, Qianyang Yuyin granule groups could maintain normal cell morphology, and the migration and invasion ability of the cells was inhibited. The protein expression level of FN, α-SMA, Vimentin, Col Ⅰ, and Col Ⅳ decreased (P<0.05, P<0.01), and the expression of E-cadherin protein was significantly restored (P<0.05). ConclusionQianyang Yuyin granule can reverse TGF-β1-induced interstitial transformation of renal tubular epithelial cells by reducing the phenotypic expression of mesenchymal cells and increasing the phenotypic expression of epithelial cells.
3.Construction and Interpretation of Clinical Comprehensive Evaluation Index System for Chinese Patent Medicine Based on EVIDEM Framework
Zeqi DAI ; Chengyang JING ; Xue WU ; Le ZHANG ; Xing LIAO
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(6):134-143
ObjectiveTo establish the clinical comprehensive evaluation index system for Chinese patent medicine(CPM) based on Evidence and Value:Impact on DEcisionMaking(EVIDEM) framework, so as to promote the scientific, systematic and standardized implementation of clinical comprehensive evaluation of CPM. MethodThe clinical comprehensive evaluation index system was determined through literature review, semi-structured interview and Delphi method, and the weights of each index were clarified by analytic hierarchy process(AHP). ResultThe recovery rates of both rounds of expert consultation were 100%, and the authority coefficient of experts was 0.90 and 0.905, respectively. Kendall's coordination coefficients(W) of the second- and third-level indicators in the first-round consultation were 0.320 and 0.283(P<0.001), and in the second round were 0.411 and 0.351, respectively(P<0.001). The finally constructed clinical comprehensive evaluation index system for CPM included 6 first-level indicators, 13 second-level indicators and 28 third-level indicators. Among the first-level indicators, the weights of effectiveness, safety, economy, innovation, suitability and accessibility were 37.34%, 32.68%, 11.85%, 5.87%, 5.79% and 6.47%, respectively. ConclusionThis study has constructed a universal clinical comprehensive evaluation index system for CPM, and the domain and criteria are introduced and interpreted in detail, which can provide reference and information for carrying out the clinical comprehensive evaluation of CPM, but it needs to be refined and improved in combination with the clinical practice of CPM for specialized diseases.
4.Visualization Analysis of Studies on Prediction Models in Field of Traditional Chinese Medicine
Chengyang JING ; Zeqi DAI ; Xue WU ; Le ZHANG ; Lirong LIANG ; Xing LIAO
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(14):209-217
ObjectiveBased on knowledge mapping, the studies on prediction models in the field of traditional Chinese medicine (TCM) were visually analyzed, which provided a reference basis for the excavation and evolution of the future research direction by combing the development process and summarizing the research hotspots and dynamic trends. MethodChina National Knowledge Infrastructure and Web of Science Core Collection databases were searched to obtain studies on prediction models in the field of TCM from inception to February 28, 2023. Endnote X20 software was used for document management. Knowledge mapping generated by CiteSpace software and VOSviewer software was used to visually analyze the characteristics of publication, institutional cooperation relationship, author cooperation network, co-citation, and keywords. ResultA total of 264 pieces of Chinese literature and 266 pieces of English literature were included, and the overall number of research publications showed an increasing trend year by year. The cooperation relationship between the issuing institutions showed obvious regional characteristics, with the closest cooperation relationship between the universities of TCM and their affiliated hospitals, as well as secondary units subordinate to scientific research institutions. The number of research teams and team members publishing papers in English was higher, and cooperation between different teams was more frequent. Groundbreaking and/or referential studies were widely cited and referred to. The highly cited literature was mainly published in complementary and alternative medicine journals and pharmaceutical journals. Research hotspots mainly focused on clinical prediction models of TCM, quantitative models of TCM, and specific modeling methods. The application of artificial intelligence technologies such as machine learning and deep learning in the field of TCM will be the most cutting-edge research direction in the future. ConclusionThe field of TCM is paying more and more attention to the studies on prediction models, while the research cooperation mode involving multiple organizations and teams has increasingly become the mainstream. With the continuous development of multi-disciplinary integration, studies on prediction models are closely related to the development and rise of innovative techniques and methods, and any breakthrough in theory or application will induce and guide a new round of research upsurge. Systematic reviews of topic-specific prediction models should be carried out in the future to provide evidence-based evidence.
5. Effects of Tao Hong Si Wu decoction on IncRNA expression in rats with occlusion of middle cerebral artery
Li-Juan ZHANG ; Chang-Yi FEI ; Chao YU ; Su-Jun XUE ; Yu-Meng LI ; Jing-Jing LI ; Ling-Yu PAN ; Xian-Chun DUAN ; Li-Juan ZHANG ; Chang-Yi FEI ; Chao YU ; Su-Jun XUE ; Yu-Meng LI ; Jing-Jing LI ; Xian-Chun DUAN ; Dai-Yin PENG ; Xian-Chun DUAN ; Dai-Yin PENG
Chinese Pharmacological Bulletin 2024;40(3):582-591
Aim To screen and study the expression of long non-coding RNA (IncRNA) in rats with middle cerebral artery occlusion (MCAO) with MCAO treated with Tao Hong Si Wu decoction (THSWD) and determine the possible molecular mechanism of THSWD in treating MCAO rats. Methods Three cerebral hemisphere tissue were obtained from the control group, MCAO group and MCAO + THSWD group. RNA sequencing technology was used to identify IncRNA gene expression in the three groups. THSWD-regulated IncRNA genes were identified, and then a THSWD-regu-lated IncRNA-mRNA network was constructed. MCODE plug-in units were used to identify the modules of IncRNA-mRNA networks. Gene ontology (GO) and kyoto encyclopedia of genes and genomes (KEGG) were used to analyze the enriched biological functions and signaling pathways. Cis- and trans-regulatory genes for THSWD-regulated IncRNAs were identified. Reverse transcription real-time quantitative pol-ymerase chain reaction (RT-qPCR) was used to verify IncRNAs. Molecular docking was used to identify IncRNA-mRNA network targets and pathway-associated proteins. Results In MCAO rats, THSWD regulated a total of 302 IncRNAs. Bioinformatics analysis suggested that some core IncRNAs might play an important role in the treatment of MCAO rats with THSWD, and we further found that THSWD might also treat MCAO rats through multiple pathways such as IncRNA-mRNA network and network-enriched complement and coagulation cascades. The results of molecular docking showed that the active compounds gallic acid and a-mygdalin of THSWD had a certain binding ability to protein targets. Conclusions THSWD can protect the brain injury of MCAO rats through IncRNA, which may provide new insights for the treatment of ischemic stroke with THSWD.
6.Effects of body mass index on nocturnal hypertension in patients with hypertension: a cross-sectional study
Wenqing WANG ; Zhihua LI ; Jing XUE ; Qian CUI ; Miaomiao SHANG ; Ping YIN ; Meijuan WANG ; Li GUO ; Dongmei SONG ; Guomei XU ; Dandan SUN ; Yuchuan DAI
Chinese Journal of Modern Nursing 2024;30(8):1090-1095
Objective:To explore the effects of body mass index (BMI) on the incidence of nocturnal hypertension in patients with hypertension.Methods:Totally 341 hospitalized hypertensive patients treated at the Affiliated Hospital of Jining Medical University from February to May 2023 were selected by convenience sampling. Patients' general information, clinical data, and 24-hour ambulatory blood pressure results were collected. A binomial Logistic regression analysis was conducted to investigate the factors affecting the occurrence of nocturnal hypertension in these patients. The relationship between BMI and the incidence of nocturnal hypertension was examined using threshold effect tests and smooth curve fitting.Results:The binomial Logistic regression analysis indicated that blood phosphate level was a factor influencing the occurrence of nocturnal hypertension in hypertensive patients ( P<0.05). Smooth curve fitting and threshold effect test results showed that the relationship between BMI and the incidence of nocturnal hypertension was curve-correlated, with a turning point at 24.61 kg/m 2. To the left of the turning point, there was no correlation ( P=0.130) ; to the right, there was a correlation ( P=0.016) . Conclusions:When the BMI of hypertensive patients exceeds 24.61 kg/m 2, the likelihood of nocturnal hypertension increases with rising BMI, providing a precise intervention target for weight management-based patient care in hypertension.
7.Introduction to Health Research Priority Setting Methods and Application Recommendations of Methods in Field of Traditional Chinese Medicine
Chengyang JING ; Xue WU ; Le ZHANG ; Miaomiao LI ; Zeqi DAI ; Xing LIAO
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(6):167-175
Health research priority setting, based on the existing disease burden or healthcare needs, screens out specific areas or topics with relatively high research priority by scientific and systematic methods, and optimizes the allocation of health resources by influencing healthcare decision-making, so as to alleviate the imbalance between regional or global health and development. Many developed countries have carried out related research and practical work on different scales, and the World Health Organization (WHO) attaches great importance to the transformation and application of relevant achievements in developing countries. As the largest developing country in the world, China's research in this field started relatively late, and only a small number of scholars have carried out part of the localization methodology research and practice according to the specific national conditions. However, health research priority setting has not yet attracted the attention of large-scale research institutions or government organizations in China. Although the priority setting is rarely mentioned in the research on traditional Chinese medicine (TCM), the research and decision-making on the diseases responding specifically to TCM can also be regarded as the practical work of exploring the priority of TCM. Policymakers have a sense of priority support in the "priority of TCM research", but the decisions from the top design are mainly based on the consensus reached by high-level think tanks. There is a lack of extensive research, and moreover, the data of multiple stakeholders are not included. Therefore, it is urgent to introduce appropriate priority setting methods to solve the problem of transparency and scientificity in the decision-making process. Given the perspective of the specific implementation, the present study introduced three international priority setting methods, i.e., the James Lind Alliance and Priority Setting Partnerships(JLAPSP,)the Child Health and Nutrition Research Initiative(CHNRI), and the Council on Health Research and Development (COHRED), and presented relevant recommendations on how to apply them in the research of TCM, which is expected to provide references for the local research.
8.Systematic review and Meta-analysis of Biling Weitong Granules in treatment of stomach ache disorder.
Le ZHANG ; Xue WU ; Cheng-Yang JING ; Ze-Qi DAI ; Miao-Miao LI ; Xu-Dong TANG ; Xing LIAO
China Journal of Chinese Materia Medica 2023;48(8):2249-2259
This study aimed to evaluate the efficacy and safety of Biling Weitong Granules in the treatment of stomach ache disorder. Randomized controlled trial(RCT) of Biling Weitong Granules in the treatment of digestive diseases with stomach ache disorder as the primary symptom was retrieved from Chinese and English electronic databases and trial registration platforms from database inception to June 10, 2022. Two investigators conducted literature screening and data extraction according to the screening criteria. The Cochrane risk-of-bias tool(v 2.0) was used to assess the risk of bias in the included studies. Analyses were performed using RevMan 5.4 and R 4.2.2, with summary estimates measured using fixed or random effects models. The primary outcome indicators were the visual analogue scale(VAS) scores and stomach ache disorder symptom scores. The secondary outcome indicators were clinical recovery rate, Helicobacter pylori(Hp) eradication rate, and adverse reaction/events. Twenty-seven RCTs were included with a sample size of 2 902 cases. Meta-analysis showed that compared with conventional western medicine treatments or placebo, Biling Weitong Granules could improve VAS scores(SMD=-1.90, 95%CI[-2.18,-1.61], P<0.000 01), stomach ache disorder symptom scores(SMD=-1.26, 95%CI[-1.71,-0.82], P<0.000 01), the clinical recovery rate(RR=1.85, 95%CI[1.66, 2.08], P<0.000 01), and Hp eradication rate(RR=1.28, 95%CI[1.20, 1.37], P<0.000 01). Safety evaluation revealed that the main adverse events in the Biling Weitong Granules included nausea and vomiting, rash, diarrhea, loss of appetite, and bitter mouth, and no serious adverse events were reported. Egger's test showed no statistical significance, indicating no publication bias. The results showed that Biling Weitong Granules in the treatment of digestive system diseases with stomach ache disorder as the primary symptom could improve the VAS scores and stomach ache disorder symptom scores of patients, relieve stomach ache disorder, and improve the clinical recovery rate and Hp eradication rate, with good safety and no serious adverse reactions. However, the quality of the original studies was low with certain limitations. Future studies should use unified and standardized detection methods and evaluation criteria of outcome indicators, pay attention to the rigor of study design and implementation, and highlight the clinical safety of the medicine to provide more reliable clinical evidence support for clinical application.
Humans
;
Dyspepsia
;
Abdominal Pain
;
Stomach Diseases
9.Inhibitory Effect of Cinobufotalin on Macrophage Inflammatory Factor Storm and Its Mechanism.
Xi-Xi LIU ; Chen-Cheng LI ; Jing YANG ; Wei-Guang ZHANG ; Re-Ai-La JIANATI ; Xiao-Li ZHANG ; Zu-Qiong XU ; Xing-Bin DAI ; Fang TIAN ; Bi-Qing CHEN ; Xue-Jun ZHU
Journal of Experimental Hematology 2023;31(3):880-888
OBJECTIVE:
To investigate the inflammatory effects of Cinobufotalin on monocytes in resting state and macrophages in activated state and its molecular mechanism.
METHODS:
THP-1 cells were stimulated with Phorbol 12-myristate 13-acetate to induce differentiation into macrophages. Lipopolysaccharides was added to activate macrophages in order to establish macrophage activation model. Cinobufotalin was added to the inflammatory cell model for 24 h as a treatment. CCK-8 was used to detect cell proliferation, Annexin V /PI double staining flow cytometry was used to detect cell apoptosis, flow cytometry was used to detect macrophage activation, and cytometric bead array was used to detect cytokines. Transcriptome sequencing was used to explore the gene expression profile regulated by Cinobufotalin. Changes in the significantly regulated molecules were verified by real-time quantitative polymerase chain reaction and Western blot.
RESULTS:
1∶25 concentration of Cinobufotalin significantly inhibited the proliferation of resting monocytes(P<0.01), and induced apoptosis(P<0.01), especially the activated macrophages(P<0.001, P<0.001). Cinobufotalin significantly inhibited the activation of macrophages, and significantly down-regulated the inflammatory cytokines(IL-6, TNF-α, IL-1β, IL-8) released by activated macrophages(P<0.001). Its mechanism was achieved by inhibiting TLR4/MYD88/P-IκBa signaling pathway.
CONCLUSION
Cinobufotalin can inhibit the inflammatory factors produced by the over-activation of macrophages through TLR4/MYD88/P-IκBa pathway, which is expected to be applied to the treatment and research of diseases related to the over-release of inflammatory factors.
Humans
;
Toll-Like Receptor 4/metabolism*
;
Myeloid Differentiation Factor 88/genetics*
;
Macrophages/metabolism*
;
Cytokines/metabolism*
;
Lipopolysaccharides/pharmacology*
;
NF-kappa B
10.A single-center study on the distribution and antibiotic resistance of pathogens causing bloodstream infection in patients with hematological malignancies.
Lin Jing CAI ; Xiao Lei WEI ; Yong Qiang WEI ; Xu Tao GUO ; Xue Jie JIANG ; Yu ZHANG ; Guo pan YU ; Min DAI ; Jie Yu YE ; Hong Sheng ZHOU ; Dan XU ; Fen HUANG ; Zhi Ping FAN ; Na XU ; Peng Cheng SHI ; Li XUAN ; Ru FENG ; Xiao Li LIU ; Jing SUN ; Qi Fa LIU
Chinese Journal of Hematology 2023;44(6):479-483
Objective: To study the incidence of bloodstream infections, pathogen distribution, and antibiotic resistance profile in patients with hematological malignancies. Methods: From January 2018 to December 2021, we retrospectively analyzed the clinical characteristics, pathogen distribution, and antibiotic resistance profiles of patients with malignant hematological diseases and bloodstream infections in the Department of Hematology, Nanfang Hospital, Southern Medical University. Results: A total of 582 incidences of bloodstream infections occurred in 22,717 inpatients. From 2018 to 2021, the incidence rates of bloodstream infections were 2.79%, 2.99%, 2.79%, and 2.02%, respectively. Five hundred ninety-nine types of bacteria were recovered from blood cultures, with 487 (81.3%) gram-negative bacteria, such as Klebsiella pneumonia, Escherichia coli, and Pseudomonas aeruginosa. Eighty-one (13.5%) were gram-positive bacteria, primarily Staphylococcus aureus, Staphylococcus epidermidis, and Enterococcus faecium, whereas the remaining 31 (5.2%) were fungi. Enterobacteriaceae resistance to carbapenems, piperacillin/tazobactam, cefoperazone sodium/sulbactam, and tigecycline were 11.0%, 15.3%, 15.4%, and 3.3%, with a descending trend year on year. Non-fermenters tolerated piperacillin/tazobactam, cefoperazone sodium/sulbactam, and quinolones at 29.6%, 13.3%, and 21.7%, respectively. However, only two gram-positive bacteria isolates were shown to be resistant to glycopeptide antibiotics. Conclusions: Bloodstream pathogens in hematological malignancies were broadly dispersed, most of which were gram-negative bacteria. Antibiotic resistance rates vary greatly between species. Our research serves as a valuable resource for the selection of empirical antibiotics.
Humans
;
Bacteremia/epidemiology*
;
Cefoperazone
;
Sulbactam
;
Retrospective Studies
;
Drug Resistance, Bacterial
;
Microbial Sensitivity Tests
;
Hematologic Neoplasms
;
Sepsis
;
Anti-Bacterial Agents/pharmacology*
;
Gram-Negative Bacteria
;
Gram-Positive Bacteria
;
Piperacillin, Tazobactam Drug Combination
;
Escherichia coli


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