1.Inhibitory effect of chlorogenic acid on senescence of human skin fibroblasts
Ting CHEN ; Zhimao JIANG ; Bo YU ; Gang MA
Chinese Journal of Dermatology 2015;(12):849-852
[Abstract ] Objective To evaluate the inhibitory effect of chlorogenic acid on senescence of human skin fibroblasts (HSFs). Methods Fibroblasts isolated from human foreskin were treated with 1 mmol/L glyoxal in vitro to develop a model for cellular senescence. In order to select effective concentrations of chlorogenic acid, some HSFs were treated with 1 mmol/L glyoxal alone or in combination with chlorogenic acid at different concentrations (5, 10, 20, 40, 80 μmol/L)for 3 days, with those receiving no treatment serving as the blank control group. Then, methyl thiazolyl tetrazolium (MTT)assay was performed to evaluate the proliferative activity of HSFs. Some HSFs were divided into 5 groups to be cultured alone(blank control group), or treated with 1 mmol/L glyoxal(glyoxal group)or the combination of 1 mmol/L glyoxal and chlorogenic acid at effective concentrations of 10, 20 and 40 μmol/L (glyoxal + chlorogenic acid groups). Senescence associated β-galactosidase (SA-β-gal)staining and real-time fluorescence-based quantitative PCR were conducted to determine the percentage of senescent cells and expression level of p16INK4a mRNA respectively. Statistical analysis was carried out by one-way analysis of variance followed by the least significant difference(LSD)-t test. Results Compared with the blank control group, the glyoxal group showed significantly decreased cellular proliferative activity of HSFs (55.65% ± 2.00% vs. 100% ± 6.90%, P < 0.01), while chlorogenic acid increased the proliferative activity of HSFs in a dose-dependent manner, and the increase reached a peak at 40 μmol/L. Concretely speaking, the glyoxal + 10-, 20-, 40-, 80-μmol/L chlorogenic acid groups all significantly differed from the glyoxal group in cellular proliferative activity (60.75% ± 1.32%, 67.65% ± 1.90%, 75.71% ± 3.25% and 75.69% ± 2.38% vs. 55.65%± 2.00%, all P < 0.05), but no significant difference was observed between the glyoxal group and glyoxal + 5-μmol/L chlorogenic acid group or between the glyoxal + 40-μmol/L chlorogenic acid group and glyoxal + 80-μmol/L chlorogenic acid group (both P > 0.05). Therefore, 10 - 40 μmol/L was selected as the effective concentrations of chlorogenic acid. The glyoxal group showed significant increases in the percentage of senescent (SA-β-gal-positive)cells (35.65% ± 2.24% vs. 13.00% ± 2.22%, P < 0.01)and expression level of p16INK4a mRNA (2-ΔΔCt: 1.00 ± 0.06 vs. 0.26 ± 0.05, P <0.01)compared with the blank control group, while the glyoxal + 10-, 20-, 40-μmol/L chlorogenic acid groups showed significantly decreased percentage of senescent cells (31.50% ± 2.13% , 22.31% ± 3.11% and 19.32% ± 3.01%respectively)and expression level of p16INK4a mRNA (2-ΔΔCt: 0.88 ± 0.08, 0.73 ± 0.06 and 0.68 ± 0.04 respectively) compared with the glyoxal group (all P < 0.05). Additionally, the percentage of senescent cells decreased with the increase in chlorogenic acid concentrations in the glyoxal + chlorogenic acid groups. Conclusion Chlorogenic acid can protect HSFs from glyoxal-induced senescence.
2.Analysis the epidemiological features of 3,258 patients with allergic rhinitis in Yichang City.
Bo CHEN ; Zhimao ZHANG ; Zhi PEI ; Shihan CHEN ; Zhimei DU ; Yan LAN ; Bei HAN ; Qi QI
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2015;29(3):264-266
OBJECTIVE:
To investigate the epidemiological features in patients with allergic rhinitis (AR) in Yichang city, and put forward effective prevention and control measures.
METHOD:
Collecting the data of allergic rhinitis in city proper from 2010 to 2013, input the data into the database and used statistical analysis.
RESULT:
In recent years, the AR patients in this area increased year by year. The spring and the winter were the peak season of onset. The patients was constituted by young men. There was statistically significant difference between the age, the area,and the gender (P < 0.01). The history of allergy and the diseases related to the gender composition had statistical significance difference (P < 0.05). The allergens and the positive degree in gender, age structure had statistically significant difference (P < 0.01).
CONCLUSION
Need to conduct the healthy propaganda and education, optimizing the environment, change the bad habits, timely medical treatment, standard treatment.
Allergens
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China
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epidemiology
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Female
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Humans
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Male
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Rhinitis, Allergic
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epidemiology
;
Seasons
3.Prediction of sepsis within 24 hours at the triage stage in emergency departments using machine learning
Xie JINGYUAN ; Gao JIANDONG ; Yang MUTIAN ; Zhang TING ; Liu YECHENG ; Chen YUTONG ; Liu ZETONG ; Mei QIMIN ; Li ZHIMAO ; Zhu HUADONG ; Wu JI
World Journal of Emergency Medicine 2024;15(5):379-385
BACKGROUND:Sepsis is one of the main causes of mortality in intensive care units(ICUs).Early prediction is critical for reducing injury.As approximately 36%of sepsis occur within 24 h after emergency department(ED)admission in Medical Information Mart for Intensive Care(MIMIC-IV),a prediction system for the ED triage stage would be helpful.Previous methods such as the quick Sequential Organ Failure Assessment(qSOFA)are more suitable for screening than for prediction in the ED,and we aimed to find a light-weight,convenient prediction method through machine learning. METHODS:We accessed the MIMIC-IV for sepsis patient data in the EDs.Our dataset comprised demographic information,vital signs,and synthetic features.Extreme Gradient Boosting(XGBoost)was used to predict the risk of developing sepsis within 24 h after ED admission.Additionally,SHapley Additive exPlanations(SHAP)was employed to provide a comprehensive interpretation of the model's results.Ten percent of the patients were randomly selected as the testing set,while the remaining patients were used for training with 10-fold cross-validation. RESULTS:For 10-fold cross-validation on 14,957 samples,we reached an accuracy of 84.1%±0.3%and an area under the receiver operating characteristic(ROC)curve of 0.92±0.02.The model achieved similar performance on the testing set of 1,662 patients.SHAP values showed that the five most important features were acuity,arrival transportation,age,shock index,and respiratory rate. CONCLUSION:Machine learning models such as XGBoost may be used for sepsis prediction using only a small amount of data conveniently collected in the ED triage stage.This may help reduce workload in the ED and warn medical workers against the risk of sepsis in advance.
4.Perioperative Outcomes of Patients Undergoing Pulmonary Resection for Lung Cancer after Coronary Stenting.
Weiming HUANG ; Kang QI ; Zhimao CHEN ; Jian LI
Chinese Journal of Lung Cancer 2020;23(1):36-40
BACKGROUND:
It is common for patients with lung cancer to have concomitant coronary artery disease, some of them have underwent coronary stenting and accepted antiplatelet therapy. Whether antiplatelet agents should be continued in the perioperative period remains controversial, especially in patients requiring lung cancer resection with coronary artery stents. We reviewed the data of our institute to clarify the perioperative outcomes of this specific population.
METHODS:
We retrospectively analyzed the data on patients who underwent pulmonary resection for lung cancer following coronary stent placement between January 2013 and September 2019 in the Department of Thoracic Surgery in Peking University First Hospital. All of them discontinued oral antiplatelet agents before operation at least 5 days. The primary outcomes were the cardiovascular morbidity and mortality in hospital.
RESULTS:
111 patients were identified and included in the analysis. The time intervals between stenting and lung surgery were 1-3 months, 3-12 months, and more than 12 months in 6.3%, 13.5% and 80.2% of the patients, respectively. Sublobectomy, lobectomy, biolobectomy, pneumonectomy and sleeve lobectomy were performed in 10.8%, 71.2%, 9.0%, 2.7% and 6.3% of the patients. The overall incidences of cardiovascular complications were 11.6%, including unstable angina (n=1, 0.9%), hypotention (n=1, 0.9%), congestive heart failure (n=2, 1.8%) and new-onset atrial fibrillation (n=10, 9.0%). There was no perioperative death. No major adverse cardiac events (MACE) occurred.
CONCLUSIONS
It was safety to discontinued oral antiplatelet agents before operation, with no MACE and death in perioperative period.