1.Association of participation in non-sports extracurricular tutoring classes with screening myopia and axial length among primary school students
Chinese Journal of School Health 2025;46(11):1544-1548
Objective:
To analyze the association of participation in non-sports extracurricular tutoring classes with the prevalence of screening myopia, axial length (AL) and axial length to corneal radius ratio (AL/CR) among primary school students, so as to provide evidences for formulating myopia prevention and control policies.
Methods:
In December 2024, combination of convenience and cluster sampling method was used to select 2 273 students from two primary schools in Hefei City, Anhui Province. Ophthalmic examinations and questionnaire surveys were conducted to obtain information on myopia, AL, AL/CR and participation in various types of extracurricular tutoring. A binary Logistic regression model was used to analyze the association between non-sports tutoring and screening myopia, and multiple linear regression models were used to examine the associations between non-sports tutoring and AL and AL/CR.
Results:
Among the surveyed students, the participation rate in non-sports extracurricular tutoring classes was 64.9% , and the overall prevalence of screening myopia was 39.1%. The average AL and AL/CR were (23.60± 1.01 ) mm and (3.00±0.12), respectively. Univariate analysis showed that students who attended non-sports, music, or academic tutoring classes for ≥2 h per week had higher risks of screening myopia and greater AL/CR values than non-participants (screening myopia: OR =1.38, 1.82, 1.55; AL/CR: β =0.01, 0.03, 0.03; all P <0.05). After adjusting for sex, grade, and participation in sports tutoring, multivariate analysis indicated that participation in non-sports and musical instrument tutoring classes for ≥2 h per week remained significantly associated with higher risks of screening myopia ( OR =1.26, 1.49, both P <0.05). Multiple linear regression showed that participation in musical instrument tutoring for ≥2 h per week was positively correlated with AL ( β=0.14, P < 0.05).
Conclusions
Participation in non-sports extracurricular tutoring is common among primary school students. Attending non-sports tutoring classes for ≥2 h per week increases the risk of screening myopia.
2.Risk prediction model construction of postoperative pulmonary infection in lung cancer patients undergoing four-level thoracoscopic surgery based on machine learning algorithms
Jiajia MA ; Xiaoxin LIU ; Bei XUE ; Jing FENG ; Zhengmin ZHANG ; Liping YAO ; Xinxing JU ; Tingting LIU
Journal of Clinical Medicine in Practice 2025;29(6):111-117
Objective To develop and validate risk prediction models utilizing five machine learning algorithms for assessing postoperative pulmonary infection(PPI)risk in lung cancer patients undergoing grade Ⅳ thoracoscopic surgery.Methods A retrospective cohort study included 2,380 lung cancer patients who underwent grade Ⅳ thoracoscopic surgery at a tertiary hospital in Shanghai(January 2022 to June 2024).Patients were stratified into training(n=1,665)and validation(n=715)cohorts.Five machine learning algorithms—Logistic regression(LR),artificial neural network(ANN),support vector machine(S VM),random forest(RF),and extreme gradient boosting(XGB)—were employed to construct predictive models.A nomogram was developed for clinical utility.Results Among 2,380 patients,226(9.5%)developed PPI.The Least Absolute Shrinkage and Se-lection Operator(LASSO)regression identified eight predictive variables:daily cigarette consumption,diabetes history,preoperative diffusing capacity,maximal tumor diameter,24-hour postoperative chest drainage volume,perioperative oral nutritional supplementation(ONS),postoperative urinary cathe-terization,and intraoperative pleural adhesion severity.All models demonstrated robust discrimina-tion,with area under the curve(AUC)values ranging from 0.862 to 0.947.The XGB model a-chieved superior performance(AUC=0.947,95%CI,0.937 to 0.962),followed closely by the LR model(AUC=0.926,95%CI,0.918 to 0.933).Conclusion Machine learning-based algo-rithms models effectively stratify PPI risk in lung cancer patients following grade Ⅳ thoracoscopic surgery.The derived nomogram provides a practical tool for perioperative risk management by healthcare providers.
3.Rapid Analysis of the Chemical Composition of Zhangbang Nine Steaming Nine Sun-dying Rehmanniae Radix Based on UPLC-Q-TOF-MS Technique and Study on the Function of Solid Excipiemts in Alleviating the "Nourishing and Spleen-impairing" in Rehmanniae Radix
Xudong ZHU ; Wei YAO ; Feixia YAN ; Dong HUANG ; Song WANG ; Na ZHU ; Mingming YUAN ; Liping HUANG ; Yi WU
Chinese Journal of Modern Applied Pharmacy 2024;41(10):1332-1342
OBJECTIVE
To study the chemical composition and the function of solid excipients in relieving the "nourishing and spleen-impairing" effect of Zhangbang nine steaming nine sun-dying Rehmanniae Radix(RR) by using UPLC-Q-TOF-MS technique.
METHODS
UPLC-Q-TOF-MS was used to collect the data of Zhangbang nine steaming nine sun-dying RR, and UNIFI platform and self-built database were used for the rapid qualitative analysis and identification of the chemical components of Zhangbang nine steaming nine sun-dying RR. The effect of solid excipients on the function of RR "nourishing and spleen-impairing" was investigated by establishing a mouse model of low gastric motility and measuring its gastric residual rate and small intestine propulsion rate.
RESULTS
The UPLC-Q-TOF-MS and UNFI platforms identified 76 chemical components in nine steaming nine sun-dying RR, including 9 iridoid glycosides, 11 phenylethyl glycosides, 31 flavonoids, 6 saccharides and 19 other compounds; the results of gastric emptying and small intestinal propulsion experiments on mice showed that Zhangbang nine steaming nine sun-dying RR had gastric emptying and intestinal propulsion effects.
CONCLUSION
This method can be used for the rapid identification and analysis of nine steaming nine sun-dying RR, which has solid excipients Citri Reticulatae Pericarpium and Amomi Fructus to alleviate the "nourishing and spleen-impairing" function of RR. This study can provide a reference for quality control and elucidation of the material basis of the medicinal effects of specialty beverage of Zhangbang nine steaming nine sun-dying RR.
4.Induced sputum testing in chronic airway disease and the prospects for its development
Jiameng GAO ; Yao SHEN ; Liping XUE ; Zhihong CHEN
Chinese Journal of Clinical Pharmacology and Therapeutics 2024;29(4):370-376
Induced sputum testing is a non-inva-sive test that reflects the nature and extent of air-way inflammation and plays an important role in the diagnosis,treatment and prognosis of chronic airway diseases.This article outlines the develop-ment history of induced sputum technology,intro-duces the principle and operation of induced spu-tum technology,evaluates its safety,summarizes the three main test components,elaborates the role of this technology in various chronic airway diseases,such as reflecting the type of airway in-flammation,predicting the efficacy of medication,and combining it with transcriptomics to study dis-ease mechanisms,and briefly summarizes its inno-vations and makes a vision for the future.
5.Induced sputum testing in chronic airway disease and the prospects for its development
Jiameng GAO ; Yao SHEN ; Liping XUE ; Zhihong CHEN
Chinese Journal of Clinical Pharmacology and Therapeutics 2024;29(4):370-376
Induced sputum testing is a non-inva-sive test that reflects the nature and extent of air-way inflammation and plays an important role in the diagnosis,treatment and prognosis of chronic airway diseases.This article outlines the develop-ment history of induced sputum technology,intro-duces the principle and operation of induced spu-tum technology,evaluates its safety,summarizes the three main test components,elaborates the role of this technology in various chronic airway diseases,such as reflecting the type of airway in-flammation,predicting the efficacy of medication,and combining it with transcriptomics to study dis-ease mechanisms,and briefly summarizes its inno-vations and makes a vision for the future.
6.Induced sputum testing in chronic airway disease and the prospects for its development
Jiameng GAO ; Yao SHEN ; Liping XUE ; Zhihong CHEN
Chinese Journal of Clinical Pharmacology and Therapeutics 2024;29(4):370-376
Induced sputum testing is a non-inva-sive test that reflects the nature and extent of air-way inflammation and plays an important role in the diagnosis,treatment and prognosis of chronic airway diseases.This article outlines the develop-ment history of induced sputum technology,intro-duces the principle and operation of induced spu-tum technology,evaluates its safety,summarizes the three main test components,elaborates the role of this technology in various chronic airway diseases,such as reflecting the type of airway in-flammation,predicting the efficacy of medication,and combining it with transcriptomics to study dis-ease mechanisms,and briefly summarizes its inno-vations and makes a vision for the future.
7.Induced sputum testing in chronic airway disease and the prospects for its development
Jiameng GAO ; Yao SHEN ; Liping XUE ; Zhihong CHEN
Chinese Journal of Clinical Pharmacology and Therapeutics 2024;29(4):370-376
Induced sputum testing is a non-inva-sive test that reflects the nature and extent of air-way inflammation and plays an important role in the diagnosis,treatment and prognosis of chronic airway diseases.This article outlines the develop-ment history of induced sputum technology,intro-duces the principle and operation of induced spu-tum technology,evaluates its safety,summarizes the three main test components,elaborates the role of this technology in various chronic airway diseases,such as reflecting the type of airway in-flammation,predicting the efficacy of medication,and combining it with transcriptomics to study dis-ease mechanisms,and briefly summarizes its inno-vations and makes a vision for the future.
8.Induced sputum testing in chronic airway disease and the prospects for its development
Jiameng GAO ; Yao SHEN ; Liping XUE ; Zhihong CHEN
Chinese Journal of Clinical Pharmacology and Therapeutics 2024;29(4):370-376
Induced sputum testing is a non-inva-sive test that reflects the nature and extent of air-way inflammation and plays an important role in the diagnosis,treatment and prognosis of chronic airway diseases.This article outlines the develop-ment history of induced sputum technology,intro-duces the principle and operation of induced spu-tum technology,evaluates its safety,summarizes the three main test components,elaborates the role of this technology in various chronic airway diseases,such as reflecting the type of airway in-flammation,predicting the efficacy of medication,and combining it with transcriptomics to study dis-ease mechanisms,and briefly summarizes its inno-vations and makes a vision for the future.
9.Induced sputum testing in chronic airway disease and the prospects for its development
Jiameng GAO ; Yao SHEN ; Liping XUE ; Zhihong CHEN
Chinese Journal of Clinical Pharmacology and Therapeutics 2024;29(4):370-376
Induced sputum testing is a non-inva-sive test that reflects the nature and extent of air-way inflammation and plays an important role in the diagnosis,treatment and prognosis of chronic airway diseases.This article outlines the develop-ment history of induced sputum technology,intro-duces the principle and operation of induced spu-tum technology,evaluates its safety,summarizes the three main test components,elaborates the role of this technology in various chronic airway diseases,such as reflecting the type of airway in-flammation,predicting the efficacy of medication,and combining it with transcriptomics to study dis-ease mechanisms,and briefly summarizes its inno-vations and makes a vision for the future.
10.Induced sputum testing in chronic airway disease and the prospects for its development
Jiameng GAO ; Yao SHEN ; Liping XUE ; Zhihong CHEN
Chinese Journal of Clinical Pharmacology and Therapeutics 2024;29(4):370-376
Induced sputum testing is a non-inva-sive test that reflects the nature and extent of air-way inflammation and plays an important role in the diagnosis,treatment and prognosis of chronic airway diseases.This article outlines the develop-ment history of induced sputum technology,intro-duces the principle and operation of induced spu-tum technology,evaluates its safety,summarizes the three main test components,elaborates the role of this technology in various chronic airway diseases,such as reflecting the type of airway in-flammation,predicting the efficacy of medication,and combining it with transcriptomics to study dis-ease mechanisms,and briefly summarizes its inno-vations and makes a vision for the future.


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