1.Impact of complex environmental exposures on acute symptoms in Jinan: Based on LASSO variable selection and generalized additive mixed models
Yongxue CUI ; Fangyi WANG ; Qi ZHANG ; Caixia MA ; Xingyi GENG
Journal of Environmental and Occupational Medicine 2025;42(10):1177-1184
Background Air pollution and meteorological factors exert complex nonlinear effects on acute symptoms in the population, with intricate interactions among these factors. Traditional statistical methods struggle to simultaneously address complex nonlinear relationships and multicollinearity issues. Objective To delineate the dynamic effects of air pollutants and meteorological parameters on acute symptoms in three distinct populations with the multicollinearity being addressed and to generate reliable scientific evidence for prevention and control of health risk factors. Methods A time-series study design was employed to collect data on air pollution (daily mean temperature, daily precipitation, daily mean relative humidity, and daily mean wind speed), meteorological factors [Air Quality Index (AQI), fine particulate matter (PM2.5), inhalable particulate matter (PM10), sulfur dioxide (SO2), nitrogen dioxide (NO2), carbon monoxide (CO), and 8-hour maximum ozone (O3)], and acute symptoms such as fever, cough, and sore throat in Jinan from June to December 2023. Key variables were selected using least absolute shrinkage and selection operator (LASSO) regression, followed by generalized additive mixed modeling (GAMM) to analyze the health effects of combined environmental exposures to air pollution and meteorological factors. Linear variables were modeled using linear mixed-effects function, nonlinear variables were smoothed using thin-plate regression splines, and variables with interaction effects were smoothed using low-rank scale-invariant tensor product splines. Fluctuations in independent variables following a normal distribution were treated as sampling errors and incorporated as random effects in the GAMM. Results For fever, the daily mean temperature, daily mean relative humidity, daily mean wind speed, and ambient SO2 were statistically significant (P<0.05), with daily mean wind speed being a linear influencing factor. When the daily mean temperature was below 3 °C, each 10 °C increase corresponded to a relative risk (RR) of 2.64 (95%CI: 2.50, 2.79). When the daily mean temperature was ≥3 °C, each 10 °C increase corresponded to an RR of 0.86 (95%CI: 0.83, 0.89). Each 10% increase in daily mean relative humidity was associated with an RR of 0.93 (95%CI: 0.89, 0.97). Each 1 m·s−1 increase in daily mean wind speed corresponded to an RR of 1.06 (95%CI: 1.02, 1.10). Within the concentration ranges of <10 μg·m−3, 10–<12.5 μg·m−3, and ≥12.5 μg·m−3, each 1 μg·m−3 increase in ambient SO2 corresponded to RR values of 1.01 (95%CI: 0.98, 1.05), 1.21 (95%CI: 1.17, 1.24), and 0.97 (95%CI: 0.94, 0.99), respectively. For cough, the daily mean temperature, daily mean relative humidity, PM10, and SO2 were statistically significant (P<0.001), with PM10 being a linear influencing factor. When the daily mean temperature was below 1 °C, each 10 °C increase corresponded to an RR of 1.47 (95%CI: 1.42, 1.52). When the daily mean temperature was ≥1 °C, each 10 °C increase corresponded to an RR of 0.85 (95%CI: 0.82, 0.87). Each 10% increase in daily mean relative humidity was associated with an RR of 0.95 (95%CI: 0.92, 0.98). Each 50 μg·m−3 increase in PM10 concentration corresponded to an RR of 1.05 (95%CI: 1.02, 1.08). Within the concentration ranges of <10 μg·m−3, 10–<12.5 μg·m−3, and ≥ 12.5 μg·m−3, each 1 μg·m−3 increase in ambient SO2 corresponded to RR values of 1.00 (95%CI: 0.97, 1.03), 1.12 (95%CI: 1.09, 1.16), and 0.98 (95%CI: 0.95, 1.00), respectively. For sore throat, the daily mean temperature, daily mean relative humidity, daily mean wind speed, PM10, and SO2 were statistically significant (P<0.05), with daily mean wind speed and PM10 being linear influencing factors. When the daily mean temperature was below 2 °C, each 10 °C increase corresponded to an RR of 1.82 (95%CI: 1.69, 1.96). When the daily mean temperature was ≥2 °C, each 10 °C increase corresponded to an RR of 0.81 (95%CI: 0.77, 0.87). Each 10% increase in daily mean relative humidity was associated with an RR of 0.94 (95%CI: 0.88, 1.00). Within the concentration ranges of <10 μg·m−3, 10–<12.5 μg·m−3, and ≥12.5 μg·m−3, each 1 μg·m−3 increase in ambient SO2 corresponded to RR values of 1.02 (95%CI: 0.97, 1.08), 1.13 (95%CI: 1.08, 1.19), and 0.98 (95%CI: 0.94, 1.02), respectively. Each 1 m·s−1 increase in daily mean wind speed and each 50 μg·m−3 increase in PM10 concentration were associated with RR values of 1.06 (95%CI: 1.00, 1.12) and 1.04 (95%CI: 0.98, 1.10), respectively. An interaction effect was observed between daily mean wind speed and PM10: increasing daily mean wind speed non-linearly reduced the impact of PM10, on sore throat whereas PM10 had no significant effect on wind speed. Conclusion This study, by combining LASSO and GAMM, largely eliminates the multicollinearity among selected variables. It reveals complex non-linear effects and interactions between air pollutants, meteorological factors, and acute symptoms in different population groups in Jinan. The symptoms like fever, cough, and sore throat are non-linearly associated with daily mean temperature and SO2 concentration, while PM10 and wind speed show a linear relationship or interactive effects. These findings provide a new basis for the precise prevention and control of health risk factors.
2.Development and validation of a prediction score for subtype diagnosis of primary aldosteronism.
Ping LIU ; Wei ZHANG ; Jiao WANG ; Hongfei JI ; Haibin WANG ; Lin ZHAO ; Jinbo HU ; Hang SHEN ; Yi LI ; Chunhua SONG ; Feng GUO ; Xiaojun MA ; Qingzhu WANG ; Zhankui JIA ; Xuepei ZHANG ; Mingwei SHAO ; Yi SONG ; Xunjie FAN ; Yuanyuan LUO ; Fangyi WEI ; Xiaotong WANG ; Yanyan ZHAO ; Guijun QIN
Chinese Medical Journal 2025;138(23):3206-3208
3.A Novel Functional Method of Protector Screening for Zebrafish Lateral Line Hair Cells via the Acoustic Escape Response.
Ling ZHENG ; Qiaosen SHEN ; Tong ZHAO ; Qingsong LIU ; Zihao HUANG ; Feng ZHAO ; Mengqian ZHANG ; Yongdong SONG ; Daogong ZHANG ; Dong LIU ; Fangyi CHEN
Neuroscience Bulletin 2025;41(9):1537-1552
Zebrafish larvae are useful for identifying chemicals against lateral line (LL) hair cell (HC) damage and this type of chemical screen mainly focuses on searching for protectors against cell death. To expand the candidate pool of HC protectors, a self-built acoustic escape response (AER)-detecting system was developed to apply both low-frequency near-field sound transmission and AER image acquisition/processing modules. The device quickly confirmed the changed LL HC functions caused by most known ototoxins, protectors, and neural transmission modifiers, or knockdown of LL HC-expressing genes. With ten devices wired in tandem, five 'hit' chemicals were identified from 124 cyclin-dependent kinase inhibitors to partially restore cisplatin-damaged AER in less than a day. AS2863619, ribociclib, and SU9516 among the hits, protected the HCs in the mouse cochlea. Therefore, using free-swimming larval zebrafish, the self-made AER-detecting device can efficiently identify compounds that are protective against HC damage, including cell death and loss-of-function.
Animals
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Zebrafish
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Hair Cells, Auditory/physiology*
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Lateral Line System/cytology*
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Escape Reaction/physiology*
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Larva
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Mice
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Cisplatin/toxicity*
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Drug Evaluation, Preclinical/methods*
4.Exploration of the Current Situation and Path of "Flagship" Hospital Construction of Synergy of Chi-nese and Western Medicine in China
Fangyi ZHU ; Lixiang ZHAI ; Hui ZHANG
Chinese Hospital Management 2024;44(6):30-33
The construction of"flagship"hospitals of the synergy of Chinese and Western medicine is promoting of quality development of public hospitals and for enhancing the status and effectiveness of integrated Chinese and Western medicines in the treatment of patients.By collecting data from 62"flagship"hospitals in China,it analyzed the current situation of the construction from the aspects of regional layout,practical experience,and practical problems,and proposed the key paths for the future high-quality development of the"flagship"hospitals of the synergy of Chinese and Western medicines in the light of the policy objectives:adhering to the leadership of Party building,constructing the evaluation index system of the"flagship"hospitals of Chinese and Western medicine collaboration,establishing a long-term safeguard mechanism through the collaboration of multiple main bodies,introducing lean management,and promoting the construction of digital intelligence.
5.Exploration of the Current Situation and Path of "Flagship" Hospital Construction of Synergy of Chi-nese and Western Medicine in China
Fangyi ZHU ; Lixiang ZHAI ; Hui ZHANG
Chinese Hospital Management 2024;44(6):30-33
The construction of"flagship"hospitals of the synergy of Chinese and Western medicine is promoting of quality development of public hospitals and for enhancing the status and effectiveness of integrated Chinese and Western medicines in the treatment of patients.By collecting data from 62"flagship"hospitals in China,it analyzed the current situation of the construction from the aspects of regional layout,practical experience,and practical problems,and proposed the key paths for the future high-quality development of the"flagship"hospitals of the synergy of Chinese and Western medicines in the light of the policy objectives:adhering to the leadership of Party building,constructing the evaluation index system of the"flagship"hospitals of Chinese and Western medicine collaboration,establishing a long-term safeguard mechanism through the collaboration of multiple main bodies,introducing lean management,and promoting the construction of digital intelligence.
6.Comparison on prognosis of hepatocellular carcinoma patients with hepatitis B and hepatitis C after microwave ablation
Luo WANG ; Jie YU ; Yanchun LUO ; Xiaoling YU ; Jing ZHANG ; Zhigang CHENG ; Zhiyu HAN ; Fangyi LIU ; Ping LIANG
Chinese Journal of Interventional Imaging and Therapy 2024;21(5):262-267
Objective To comparatively explore the prognosis of hepatocellular carcinoma(HCC)patients with hepatitis B(HB)and hepatitis C(HC)after microwave ablation(MWA).Methods Data of 159 HCC patients with HB(HB-HCC)and 159 HCC patients with HC(HC-HCC)who received MWA treatment were retrospectively collected.The oncologic outcomes were compared between groups,the causes of death were analyzed,and the risk factors of overall survival(OS)in HCC patients after MWA were observed.Results The OS rate in HC-HCC group was lower than that in HB-HCC group(P=0.045),while no significant difference of disease free survival rate(P=0.095)nor cancer specific survival rate(P=0.180)was found between groups.Compared with HB-HCC group,HC-HCC group had higher risk of death due to complications related to liver cirrhosis(HR=2.339,P=0.043).Child-Pugh class B(HR=3.082,P<0.001),hepatitis viral load>500 IU/ml(HR=1.654,P=0.006)and the maximum diameter of lesion≥3.0 cm(HR=1.541,P=0.017)were all independent risk factors of OS in HCC patients after MWA.Conclusion Compared with HB-HCC patients,HC-HCC patients had shorter OS after MWA.
7.Advances in functional magnetic resonance imaging for assessing brain function changes in depression psychotherapy
Yunyan ZHANG ; Xiaodi XIA ; Tanwei ZHANG ; Ying ZHOU ; Keyi WEN ; Fangyi WANG ; Yixiao FU
Chinese Journal of Nervous and Mental Diseases 2024;50(6):380-384
Psychotherapy is one of the widely used therapies for depression.Yet there are currently no definitive biological markers as indicators of effectiveness.Using functional magnetic resonance imaging(fMRI)to assess the neuroimaging biomarkers before and after different psychological treatments for depression reveals corresponding changes in brain region activation and functional connectivity.For example,after cognitive-behavioral therapy,the prefrontal cortex of patients may be activated and dynamic functional connectivity variability may change,while mindfulness therapy may show alterations in specific temporal lobe regions.Additionally,studies exploring special populations and internet-based psychological intervention have also found changes in brain region activation and functional connectivity,providing guidance for the efficacy evaluation of corresponding psychotherapies.This article reviews the characteristic brain region or network changes in fMRI activity after different psychotherapies in depressed patients,aiming to discuss future directions for research that integrates neuroimaging with psychological treatment for depression.
8.Exploration of the Current Situation and Path of "Flagship" Hospital Construction of Synergy of Chi-nese and Western Medicine in China
Fangyi ZHU ; Lixiang ZHAI ; Hui ZHANG
Chinese Hospital Management 2024;44(6):30-33
The construction of"flagship"hospitals of the synergy of Chinese and Western medicine is promoting of quality development of public hospitals and for enhancing the status and effectiveness of integrated Chinese and Western medicines in the treatment of patients.By collecting data from 62"flagship"hospitals in China,it analyzed the current situation of the construction from the aspects of regional layout,practical experience,and practical problems,and proposed the key paths for the future high-quality development of the"flagship"hospitals of the synergy of Chinese and Western medicines in the light of the policy objectives:adhering to the leadership of Party building,constructing the evaluation index system of the"flagship"hospitals of Chinese and Western medicine collaboration,establishing a long-term safeguard mechanism through the collaboration of multiple main bodies,introducing lean management,and promoting the construction of digital intelligence.
9.Exploration of the Current Situation and Path of "Flagship" Hospital Construction of Synergy of Chi-nese and Western Medicine in China
Fangyi ZHU ; Lixiang ZHAI ; Hui ZHANG
Chinese Hospital Management 2024;44(6):30-33
The construction of"flagship"hospitals of the synergy of Chinese and Western medicine is promoting of quality development of public hospitals and for enhancing the status and effectiveness of integrated Chinese and Western medicines in the treatment of patients.By collecting data from 62"flagship"hospitals in China,it analyzed the current situation of the construction from the aspects of regional layout,practical experience,and practical problems,and proposed the key paths for the future high-quality development of the"flagship"hospitals of the synergy of Chinese and Western medicines in the light of the policy objectives:adhering to the leadership of Party building,constructing the evaluation index system of the"flagship"hospitals of Chinese and Western medicine collaboration,establishing a long-term safeguard mechanism through the collaboration of multiple main bodies,introducing lean management,and promoting the construction of digital intelligence.
10.Exploration of the Current Situation and Path of "Flagship" Hospital Construction of Synergy of Chi-nese and Western Medicine in China
Fangyi ZHU ; Lixiang ZHAI ; Hui ZHANG
Chinese Hospital Management 2024;44(6):30-33
The construction of"flagship"hospitals of the synergy of Chinese and Western medicine is promoting of quality development of public hospitals and for enhancing the status and effectiveness of integrated Chinese and Western medicines in the treatment of patients.By collecting data from 62"flagship"hospitals in China,it analyzed the current situation of the construction from the aspects of regional layout,practical experience,and practical problems,and proposed the key paths for the future high-quality development of the"flagship"hospitals of the synergy of Chinese and Western medicines in the light of the policy objectives:adhering to the leadership of Party building,constructing the evaluation index system of the"flagship"hospitals of Chinese and Western medicine collaboration,establishing a long-term safeguard mechanism through the collaboration of multiple main bodies,introducing lean management,and promoting the construction of digital intelligence.

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