1.The Research Progress and Development Strategies of Traditional Chinese Medicine Diagnosis Empowered by Artificial Intelligence
Wenjun ZHU ; Manshi TANG ; Kaijie SHE ; Zihao TANG ; Minyi HUANG ; Naijun YUAN ; Qingyu MA ; Jiaxu CHEN
Journal of Traditional Chinese Medicine 2025;66(14):1413-1418
The rapid development of artificial intelligence (AI) technology provides new opportunities for the modernisation of traditional Chinese medicine (TCM) diagnosis. By analysing the foundation, research progress and difficulties of the combination of AI and TCM diagnosis, it is concluded that AI has made remarkable development in intelligence-driven modernization of TCM tongue diagnosis, pulse diagnosis, listening and smelling diagnosis and text processing, and there are useful explorations in the field of constructing data-driven TCM diagnostic model and multidisciplinary integration of TCM diagnostic models. However, the current integration of AI technology in TCM diagnosis still faces many challenges, such as the scarcity and uneven quality of clinical data, the limited ability of AI algorithms to express TCM thinking model of syndrome differentiation and empirical knowledge, and the possible existence of ethical and privacy issues. By systematically sorting out the current research status and development direction of AI-empowered TCM diagnostics, it is proposed to promote the application of AI technology in TCM diagnostics in four aspects, namely, strengthening the construction of TCM big data and talent cultivation, encouraging cross-disciplinary cooperation, improving the legal and ethical framework, and promoting the popularity of the technology in primary care, so as to enhance the modernisation of TCM diagnostics.
2.Changes in muscle strength and risk of cardiovascular disease among middle-aged and older adults in China: Evidence from a prospective cohort study
Ze YANG ; Jiemin WEI ; Hongbo LIU ; Honglu ZHANG ; Ruifang LIU ; Naijun TANG ; Xueli YANG
Chinese Medical Journal 2024;137(11):1343-1350
Background::Evidence indicates that low muscle strength is associated with an increased cardiovascular diseases (CVDs) risk. However, the association between muscle strength changes based on repeated measurements and CVD incidence remains unclear.Methods::The study used data from the China Health and Retirement Longitudinal Study in 2011 (Wave 1), 2013 (Wave 2), 2015 (Wave 3), and 2018 (Wave 4). Low muscle strength was defined as handgrip strength <28 kg for men or <18 kg for women, or chair-rising time ≥12 s. Based on changes in muscle strength from Waves 1 to 2, participants were categorized into four groups of Normal-Normal, Low-Normal, Normal-Low, and Low-Low. CVD events, including heart disease and stroke, were recorded using a self-reported questionnaire during Waves 3 and 4 visits. Cox proportional hazards models were used to investigate the association between muscle strength changes and CVD incidence after multivariable adjustments. Hazard ratios (HRs) and 95% confidence intervals (95% CIs) were estimated with the Normal-Normal group as the reference.Results::A total of 1164 CVD cases were identified among 6608 participants. Compared to participants with sustained normal muscle strength, the CVD risks increased progressively across groups of the Low-Normal (HR = 1.20, 95% CI: 1.01-1.43), the Normal-Low (HR = 1.35, 95% CI: 1.14-1.60), and the Low-Low (HR = 1.76, 95% CI: 1.49-2.07). Similar patterns were observed for the significant associations between muscle strength status and the incidence risks of heart disease and stroke. Subgroup analyses showed that the significant associations between CVD and muscle strength changes were consistent across age, sex, and body mass index (BMI) categories.Conclusions::The study found that muscle strength changes were associated with CVD risk. This suggests that continuous tracking of muscle status may be helpful in screening cardiovascular risk.
3.Personal nitrogen oxides exposure levels and related influencing factors in adults over 35 years old in Tianjin and Shanghai
Bo PANG ; Tongjun GUO ; Xi CHEN ; Huaqi GUO ; Jiazhang SHI ; Juan CHEN ; Xinmei WANG ; Yaoyan LI ; Anqi SHAN ; Hengyi YU ; Jing HUANG ; Naijun TANG ; Yan WANG ; Xinbiao GUO ; Guoxing LI ; Shaowei WU
Journal of Peking University(Health Sciences) 2024;56(4):700-707
Objective:To investigate personal exposures to nitrogen oxides(NOX)and nitrogen di-oxide(NO2)and the influence of baseline personal characteristics,living environment and daily activity patterns of the participants on the exposures among adults over 35 in Tianjin and Shanghai.Methods:In this panel study,91 healthy nonsmoking adults aged over 35 from Tianjin and Shanghai participated in our study.The study was conducted in summer and winter.The participants were followed for three times with an interval of at least two weeks.Only participants in Shanghai were followed once in winter because of the COVID-19 pandemic.Twenty-seven participants completed follow-up visits in both seasons.We measured their 24 h personal exposures to NOX and NO2and collected their baseline and time-activity in-formation through questionnaire/diary.The linear mixed model was used to analyze the associations be-tween potential influencing factors and personal NOX and NO2 exposure levels.Results:There were 349 follow-up visits with valid 24 h personal NO2 and NOX exposure measurements in the two cities.The ave-rage 24 h personal exposures to NO2 and NOX(volume fraction)in Tianjin participants were 18.0 x 10-9 and 26.2 × 10-9 in summer,and 31.0 x 10-9 and 54.9 x 10-9in winter,respectively;and the average 24 h personal exposures to NO2 and NOX in Shanghai participants were 38.7 x 10-9and 100.0x10-9in summer,and 45.5 x10-9 and 139.2 x 10-9 in winter,respectively.The results of univariate regression analysis showed that their personal NOX exposure levels were significantly associated with city,season,gender,average daily cooking times,and ambient NO2 concentrations measured at fixed-site monitoring stations.In addition to the above factors,the personal NOX exposure levels were also significantly associ-ated with educational level and the personal NO2 exposure levels were also significantly associated with passive smoking,average daily home time,cooking energy type,residential distance from main traffic road,and use of kitchen ventilators.Multivariate regression analysis showed that the personal exposure levels of NO2 and NOX were significantly lower in Tianjin than that in Shanghai,were significantly lower in summer than that in winter,and were significantly and positively associated with ambient NO2 concen-trations measured at fixed-site monitoring stations.In addition,personal NOX exposure levels were signifi-cantly lower in females than in males,and personal NO2 exposure levels were significantly positively asso-ciated with average daily cooking times and significantly inversely associated with average daily home time.For every interquartile range(IQR)increase(12.7 × 10-9)in ambient NO2,the personal NO2 exposure levels increased by 27.5%(95%CI:17.0%-38.9%),and personal NOX exposure levels in-creased by 16.1%(95%CI:7.1%-25.8%).Conclusion:Season,city and ambient NO2 concentra-tions are significant influencing factors of personal exposure levels of NO2and NOX At the same time,the personal exposures levels of NO2 are also affected by lifestyle factors.Our study provides scientific evi-dence for making precise air pollution control decisions and reducing the exposure levels of NOX in the population.
4.Early prenatal exposure to air pollutants and congenital heart disease: a nested case-control study.
Zhao MA ; Weiqin LI ; Jicui YANG ; Yijuan QIAO ; Xue CAO ; Han GE ; Yue WANG ; Hongyan LIU ; Naijun TANG ; Xueli YANG ; Junhong LENG
Environmental Health and Preventive Medicine 2023;28():4-4
BACKGROUND:
Congenital heart disease (CHD) is one of the most common congenital malformations in humans. Inconsistent results emerged in the existed studies on associations between air pollution and congenital heart disease. The purpose of this study was to evaluate the association of gestational exposure to air pollutants with congenital heart disease, and to explore the critical exposure windows for congenital heart disease.
METHODS:
The nested case-control study collected birth records and the following health data in Tianjin Women and Children's Health Center, China. All of the cases of congenital heart disease from 2013 to 2015 were selected matching five healthy controls for each case. Inverse distance weighting was used to estimate individual exposure based on daily air pollution data. Furthermore, the conditional logistic regression with distributed lag non-linear model was performed to identify the association between gestational exposure to air pollution and congenital heart disease.
RESULTS:
A total of 8,748 mother-infant pairs were entered into the analysis, of which 1,458 infants suffered from congenital heart disease. For each 10 µg/m3 increase of gestational exposure to PM2.5, the ORs (95% confidence interval, 95%CI) ranged from 1.008 (1.001-1.016) to 1.013 (1.001-1.024) during the 1st-2nd gestation weeks. Similar weak but increased risks of congenital heart disease were associated with O3 exposure during the 1st week and SO2 exposure during 6th-7th weeks in the first trimester, while no significant findings for other air pollutants.
CONCLUSIONS
This study highlighted that gestational exposure to PM2.5, O3, and SO2 had lag effects on congenital heart disease. Our results support potential benefits for pregnancy women to the mitigation of air pollution exposure in the early stage, especially when a critical exposure time window of air pollutants may precede heart development.
Infant
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Pregnancy
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Child
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Humans
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Female
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Air Pollutants/analysis*
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Case-Control Studies
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Prenatal Exposure Delayed Effects/epidemiology*
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Heart Defects, Congenital/etiology*
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China/epidemiology*
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Particulate Matter/adverse effects*
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Maternal Exposure/adverse effects*
5.Associations between exposure to perfluoroalkyl substances and estimated glomerular filtration rate in population without kidney disease
Ruifang LIU ; Hongbo LIU ; Shu NI ; Jiemin WEI ; Yu CHEN ; Kun MEN ; Jingyun ZHANG ; Liangpo LIU ; Ze YANG ; Naijun TANG
Journal of Environmental and Occupational Medicine 2023;40(4):448-455
Background Perfluoroalkyl substances (PFASs) are classified as persistent organic pollutants and have been widely detected in human. Studies investigating the associations between PFASs exposure and estimated glomerular filtration rate (eGFR) yielded inconsistent results, and little is known about the effects of PFASs on eGFR in population without kidney disease. Objective To explore the associations of exposure to PFASs with eGFR and renal dysfunction in population without kidney disease. Methods A total of 609 participants with an eGFR > 60 mL·min−1·1.73 m−2 and without renal impairment matched for sex and age (1∶1) were recruited from endocrinology department and medical examination center of two hospitals in Tianjin, China, from April 2021 to March 2022. Each subject was interviewed using a structured questionnaire to collect information about sex, age, height, weight, disease history, smoking, alcohol intake, etc. Clinical parameters were obtained from medical record, such as fasting blood glucose (FBG), creatinine (Cre), total cholesterol (TC), and triglyceride (TG). Systolic blood pressure (SBP) and diastolic blood pressure (DBP) were measured by professionals using standard methods. The serum concentrations of PFASs were determined by liquid chromatography/mass spectrometry. Multivariable linear and logistic regression models were performed to evaluate the associations of PFASs exposure with eGFR and renal dysfunction, respectively. Subgroup analyses stratified by age and sex were also performed to assess the modified effects of covariates on the associations of PFASs exposure with eGFR. Results There were 283 males, accounting for 46.5% of the total population. The mean age of the participants was (56.86±12.47) years, and the average body mass index (BMI) was (25.59±3.84) kg·m−2. Perfluoro-n-octanoic acid (PFOA), perfluorohexane sulfonic acid (PFHxS), perfluorooctane sulfonic acid (PFOS), perfluoro-n-nonanoic acid (PFNA), perfluoro-n-decanoic acid (PFDA), perfluoro-n-undecanoic acid (PFUnDA), sodium 1H, 1H, 2H, 2H-perfluoro-1-octanesulfonate (6:2 FTS), and perfluoropentane sulfonic acid (PFPeS) were positive in more than 75% of serum samples, and the corresponding median concentrations were 9.50, 1.67, 17.22, 1.86, 1.41, 0.78, 0.42, and 0.43 μg·L−1, respectively. After full adjustments of sex, age, BMI, hypertension, diabetes, TC, TG, smoking, and drinking, the linear regression models showed that log2-transformed PFHxS concentration was negatively associated with eGFR (b=−1.160, 95%CI: −2.280, −0.410). Compared with the lowest exposure tertile, the estimated change of eGFR in the highest tertile for PFHxS was significantly decreased (b=−2.471, 95%CI: −4.574, −0.368). Furthermore, compared with males, the negative association of PFHxS with eGFR was strengthened among females (female: b=−1.281, 95%CI: −2.388, −0.174; male: b=−0.781, 95%CI: −2.823, 1.261, Pinteraction=0.043). Conclusion A significant negative association between serum PFHxS and eGFR is observed in the sampled population without kidney disease, and females are more susceptible to PFASs exposure than the males.
6. A retrospective cohort study of long-term nitrogen dioxide exposure and incident hypertension
Yaoyan LI ; Chaokang LI ; Anqi SHAN ; Liwen ZHANG ; Xi CHEN ; Guanghui DONG ; Yamin LIU ; Jie CHEN ; Tong WANG ; Baoxin ZHAO ; Naijun TANG
Chinese Journal of Preventive Medicine 2019;53(9):919-924
Objective:
To investigate the effect of long-term exposure of nitrogen dioxide on the incidence of hypertension.
Methods:
From March to December 2009, 37 386 eligible residents from four cities in northern China (Tianjin, Shenyang, Taiyuan, and Rizhao) were enrolled in a follow-up study by using the random cluster sampling method. Demographic characteristics, lifestyle, history of diseases, and self-report situation of hypertension were collected by using questionnaire. Based on the average annual concentration of NO2 during the period from the cohort to the onset of hypertension as an estimate of exposure, the effect of NO2 exposure on hypertension was analyzed by employing Cox proportional hazards model. The interactions between NO2 exposure and different characteristics (age, sex, body mass index, smoking, alcohol consumption, education, economy, exercise, and fruit intake) were also examined.
Results:
The baseline age of residents was (43.74±13.78) years, and the body mass index (BMI) was (22.56±2.92) kg/m2. During an average follow-up time of 11.40 years, 2 619 (7.0%) new cases of hypertension were reported. The overall mean environmental pollution levels during the study period for the entire cohort was (40.74±17.07) μg/m3. After adjusting for age, sex, BMI, family history of hypertension, socio-economic information, and lifestyle, the hazard ratio (
7.A retrospective cohort study of long?term nitrogen dioxide exposure and incident hypertension
Yaoyan LI ; Chaokang LI ; Anqi SHAN ; Liwen ZHANG ; Xi CHEN ; Guanghui DONG ; Yamin LIU ; Jie CHEN ; Tong WANG ; Baoxin ZHAO ; Naijun TANG
Chinese Journal of Preventive Medicine 2019;53(9):919-924
Objective To investigate the effect of long?term exposure of nitrogen dioxide on the incidence of hypertension. Methods From March to December 2009, 37 386 eligible residents from four cities in northern China (Tianjin, Shenyang, Taiyuan, and Rizhao) were enrolled in a follow?up study by using the random cluster sampling method. Demographic characteristics, lifestyle, history of diseases, and self?report situation of hypertension were collected by using questionnaire. Based on the average annual concentration of NO2 during the period from the cohort to the onset of hypertension as an estimate of exposure, the effect of NO2 exposure on hypertension was analyzed by employing Cox proportional hazards model. The interactions between NO2 exposure and different characteristics (age, sex, body mass index, smoking, alcohol consumption, education, economy, exercise, and fruit intake) were also examined. Results The baseline age of residents was (43.74±13.78) years, and the body mass index (BMI) was (22.56±2.92) kg/m2. During an average follow?up time of 11.40 years, 2 619 (7.0%) new cases of hypertension were reported. The overall mean environmental pollution levels during the study period for the entire cohort was (40.74±17.07) μg/m3. After adjusting for age, sex, BMI, family history of hypertension, socio?economic information, and lifestyle, the hazard ratio (HR) of incident hypertension with a 10 μg/m3 increase of NO2 was 1.21 (95%CI:1.18-1.25). Compared with residents aged 60 years and over ( HR=1.19, 95%CI : 1.14-1.26), former and current smoking ( HR=1.20, 95%CI : 1.14-1.25), and high?frequency fruit consumption ( HR=1.17, 95%CI :1.13-1.21), residents younger than 60 years ( HR=1.28, 95%CI : 1.25-1.32), non?smoker ( HR=1.23, 95%CI :1.19-1.27), and low?frequency fruit consumption ( HR=1.27, 95%CI : 1.20-1.35) had stronger interaction effect with NO2 (all P values for interaction<0.05). Conclusion NO2 exposure may lead to the onset of hypertension, which has a stronger effect on people younger than 60 years old, without smoking history and with low?frequency fruit consumption.
8.A retrospective cohort study of long?term nitrogen dioxide exposure and incident hypertension
Yaoyan LI ; Chaokang LI ; Anqi SHAN ; Liwen ZHANG ; Xi CHEN ; Guanghui DONG ; Yamin LIU ; Jie CHEN ; Tong WANG ; Baoxin ZHAO ; Naijun TANG
Chinese Journal of Preventive Medicine 2019;53(9):919-924
Objective To investigate the effect of long?term exposure of nitrogen dioxide on the incidence of hypertension. Methods From March to December 2009, 37 386 eligible residents from four cities in northern China (Tianjin, Shenyang, Taiyuan, and Rizhao) were enrolled in a follow?up study by using the random cluster sampling method. Demographic characteristics, lifestyle, history of diseases, and self?report situation of hypertension were collected by using questionnaire. Based on the average annual concentration of NO2 during the period from the cohort to the onset of hypertension as an estimate of exposure, the effect of NO2 exposure on hypertension was analyzed by employing Cox proportional hazards model. The interactions between NO2 exposure and different characteristics (age, sex, body mass index, smoking, alcohol consumption, education, economy, exercise, and fruit intake) were also examined. Results The baseline age of residents was (43.74±13.78) years, and the body mass index (BMI) was (22.56±2.92) kg/m2. During an average follow?up time of 11.40 years, 2 619 (7.0%) new cases of hypertension were reported. The overall mean environmental pollution levels during the study period for the entire cohort was (40.74±17.07) μg/m3. After adjusting for age, sex, BMI, family history of hypertension, socio?economic information, and lifestyle, the hazard ratio (HR) of incident hypertension with a 10 μg/m3 increase of NO2 was 1.21 (95%CI:1.18-1.25). Compared with residents aged 60 years and over ( HR=1.19, 95%CI : 1.14-1.26), former and current smoking ( HR=1.20, 95%CI : 1.14-1.25), and high?frequency fruit consumption ( HR=1.17, 95%CI :1.13-1.21), residents younger than 60 years ( HR=1.28, 95%CI : 1.25-1.32), non?smoker ( HR=1.23, 95%CI :1.19-1.27), and low?frequency fruit consumption ( HR=1.27, 95%CI : 1.20-1.35) had stronger interaction effect with NO2 (all P values for interaction<0.05). Conclusion NO2 exposure may lead to the onset of hypertension, which has a stronger effect on people younger than 60 years old, without smoking history and with low?frequency fruit consumption.
9.The relationship between total IgE and atopic dermatitis in maternal serum and neonatal umbilical cord blood and allergen testing
Sanwu ZENG ; Linghe MENG ; Deling WANG ; Yingxue ZOU ; Naijun TANG ; Xu CHEN ; Wenguo WEI ; Jingji JIN ; Fang QI ; Danfeng SUO
Tianjin Medical Journal 2015;(7):781-783
Objective To explore the correlation of total IgE and childhood atopic dermatitis (AD) in maternal serum and newborn cord blood, as well as its clinical significance of allergen testing. Methods Thirty-five cases diagnosed as AD (AD group) were selected, and other 35 children who were not diagnosed as AD (control group) were randomly selected from a birth cohort established in 2009—2011. The total IgE levels were detected by ELISA in maternal serum and newborn cord blood. The serum specific IgE antibody level was detected by quantitative immunoblotting method. Results The serum total IgE level was significantly higher in mother and newborn cord blood in AD group than that in control group (χ2=16.568 and 14.933, P<0.01). Compared to control group, there was a significantly higher positive rate of mother serum allergen includ?ing dust mites, house dust, ragweed pollen, song kind of pollen, poplar, surname and elm pollen, mould, shrimp, marine fish, in AD group (P<0.05). There was a significantly higher positive rate of artemisia pollen and fungi IgE in newborn cord blood in AD group (P<0.05). Conclusion The increased total IgE in maternal serum may play a predictive effect on infants suf?fering from AD. There is no obvious consistency in allergic state between mothers and infants.
10.The serumproteomics research of vinyl chloride workers.
Wei HAN ; Hao YU ; Jiyan GAO ; Shuifu RUAN ; Lixin ZHANG ; Jinchuan LIU ; Naijun TANG ; Jingliang LIANG ; Jinrong LIU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2014;32(10):742-746
OBJECTIVETo screen out serum differential proteins between vinyl chloride monomer (VCM)-exposed workers and healthy controls by proteomics and analyze the functions of differential proteins, and to provide a basis for elucidating the pathogenesis of diseases caused by VCM exposure and searching for the protein biomarkers.
METHODSFasting venous blood was collected from 125 VCM-exposed workers and 40 healthy controls according to accumulated exposure doses. Proteins were precipitated by acetone precipitation. These proteins were identified by 2D-nano LC-ESI-TOF/MS and quantified by isobaric tags for relative and absolute quantitation. The functions of differential proteins were analyzed by gene ontology.
RESULTSA total of 596 proteins were identified, including 194 quantified proteins. There were 21 differential proteins according to the screening criteria (19 upregulated proteins and 2 downregulated proteins), including complement, apolipoprotein, and glycoprotein. The functions of these differential proteins were binding, enzyme regulator activity, catalytic activity, and transporter activity, and they were involved in the biological processes including immune system process and response to stimulus.
CONCLUSIONThe complement, apolipoprotein, and glycoprotein identified in the proteomics may be related to liver injury caused by VCM exposure, and they could be used as candidate protein biomarkers of diseases caused by VCM exposure.
Biomarkers ; blood ; Blood Proteins ; analysis ; Humans ; Liver ; injuries ; Occupational Exposure ; Proteins ; metabolism ; Proteomics ; Vinyl Chloride ; toxicity

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