1.Generalized Functional Linear Models: Efficient Modeling for High-dimensional Correlated Mixture Exposures.
Bing Song ZHANG ; Hai Bin YU ; Xin PENG ; Hai Yi YAN ; Si Ran LI ; Shutong LUO ; Hui Zi WEIREN ; Zhu Jiang ZHOU ; Ya Lin KUANG ; Yi Huan ZHENG ; Chu Lan OU ; Lin Hua LIU ; Yuehua HU ; Jin Dong NI
Biomedical and Environmental Sciences 2025;38(8):961-976
OBJECTIVE:
Humans are exposed to complex mixtures of environmental chemicals and other factors that can affect their health. Analysis of these mixture exposures presents several key challenges for environmental epidemiology and risk assessment, including high dimensionality, correlated exposure, and subtle individual effects.
METHODS:
We proposed a novel statistical approach, the generalized functional linear model (GFLM), to analyze the health effects of exposure mixtures. GFLM treats the effect of mixture exposures as a smooth function by reordering exposures based on specific mechanisms and capturing internal correlations to provide a meaningful estimation and interpretation. The robustness and efficiency was evaluated under various scenarios through extensive simulation studies.
RESULTS:
We applied the GFLM to two datasets from the National Health and Nutrition Examination Survey (NHANES). In the first application, we examined the effects of 37 nutrients on BMI (2011-2016 cycles). The GFLM identified a significant mixture effect, with fiber and fat emerging as the nutrients with the greatest negative and positive effects on BMI, respectively. For the second application, we investigated the association between four pre- and perfluoroalkyl substances (PFAS) and gout risk (2007-2018 cycles). Unlike traditional methods, the GFLM indicated no significant association, demonstrating its robustness to multicollinearity.
CONCLUSION
GFLM framework is a powerful tool for mixture exposure analysis, offering improved handling of correlated exposures and interpretable results. It demonstrates robust performance across various scenarios and real-world applications, advancing our understanding of complex environmental exposures and their health impacts on environmental epidemiology and toxicology.
Humans
;
Environmental Exposure/analysis*
;
Linear Models
;
Nutrition Surveys
;
Environmental Pollutants
;
Body Mass Index
2. Resveratrol inhibits autophagy and promotes apoptosis in uveal melanoma cells via miR-512-3P/DUSPl axis
Zheng-Yang SUN ; Nan-Nan LIU ; Xue-Fei FAN ; Su-Huan CHEN ; Xiao-Yu CHEN ; Zheng-Yang SUN ; Wu-Qi CHEN ; Guang-Yi CHEN ; Yu-Bao SHAO ; Xiao-Yu CHEN
Chinese Pharmacological Bulletin 2024;40(2):292-298
Aim To investigate the regulatory role and mechanism of resveratrol in inhibiting autophagy and promoting apoptosis in choroidal melanoma cells. Methods Choroidal melanoma cells (MUM2B) were divided into control and experimental groups, and treated with different concentrations of resveratrol (0, 10, 20,40,60,80 μmol ·L
3.The experience on the construction of the cluster prevention and control system for COVID-19 infection in designated hospitals during the period of "Category B infectious disease treated as Category A"
Wanjie YANG ; Xianduo LIU ; Ximo WANG ; Weiguo XU ; Lei ZHANG ; Qiang FU ; Jiming YANG ; Jing QIAN ; Fuyu ZHANG ; Li TIAN ; Wenlong ZHANG ; Yu ZHANG ; Zheng CHEN ; Shifeng SHAO ; Xiang WANG ; Li GENG ; Yi REN ; Ying WANG ; Lixia SHI ; Zhen WAN ; Yi XIE ; Yuanyuan LIU ; Weili YU ; Jing HAN ; Li LIU ; Huan ZHU ; Zijiang YU ; Hongyang LIU ; Shimei WANG
Chinese Critical Care Medicine 2024;36(2):195-201
The COVID-19 epidemic has spread to the whole world for three years and has had a serious impact on human life, health and economic activities. China's epidemic prevention and control has gone through the following stages: emergency unconventional stage, emergency normalization stage, and the transitional stage from the emergency normalization to the "Category B infectious disease treated as Category B" normalization, and achieved a major and decisive victory. The designated hospitals for prevention and control of COVID-19 epidemic in Tianjin has successfully completed its tasks in all stages of epidemic prevention and control, and has accumulated valuable experience. This article summarizes the experience of constructing a hospital infection prevention and control system during the "Category B infectious disease treated as Category A" period in designated hospital. The experience is summarized as the "Cluster" hospital infection prevention and control system, namely "three rings" outside, middle and inside, "three districts" of green, orange and red, "three things" before, during and after the event, "two-day pre-purification" and "two-director system", and "one zone" management. In emergency situations, we adopt a simplified version of the cluster hospital infection prevention and control system. In emergency situations, a simplified version of the "Cluster" hospital infection prevention and control system can be adopted. This system has the following characteristics: firstly, the system emphasizes the characteristics of "cluster" and the overall management of key measures to avoid any shortcomings. The second, it emphasizes the transformation of infection control concepts to maximize the safety of medical services through infection control. The third, it emphasizes the optimization of the process. The prevention and control measures should be comprehensive and focused, while also preventing excessive use. The measures emphasize the use of the least resources to achieve the best infection control effect. The fourth, it emphasizes the quality control work of infection control, pays attention to the importance of the process, and advocates the concept of "system slimming, process fattening". Fifthly, it emphasizes that the future development depends on artificial intelligence, in order to improve the quality and efficiency of prevention and control to the greatest extent. Sixth, hospitals need to strengthen continuous training and retraining. We utilize diverse training methods, including artificial intelligence, to ensure that infection control policies and procedures are simple. We have established an evaluation and feedback mechanism to ensure that medical personnel are in an emergency state at all times.
4.Effect of strict intraoperative blood glucose control on postoperative hepatic allograft dysfunction in patients undergoing liver transplantation
Lei CUI ; Yi DUAN ; Zhifeng GAO ; Jiaojiao GUO ; Zheng ZHANG ; Huan ZHANG
Chinese Journal of Anesthesiology 2024;44(5):548-552
Objective:To evaluate the effect of strict intraoperative blood glucose control on postoperative hepatic allograft dysfunction in patients undergoing liver transplantation.Methods:A total of 164 patients of both sexes, aged 18-64 yr, with body mass index of 18-30 kg/m 2, of American Society of Anesthesiologists Physical Status classification Ⅲ or Ⅳ, undergoing orthotopic liver transplantation, were divided into strict intraoperative blood glucose control group (group S, 6.0-7.8 mmol/L) and routine blood glucose control group (group C, 4.1-10.0 mmol/L) using a random number table method. From the completion of anesthesia induction to the end of operation, arterial blood glucose was measured every 1 h, and blood glucose management was carried out in combination with the goal-oriented blood glucose control process. The occurrence of postoperative hepatic allograft dysfunction, infection within 30 days after surgery, offline extubation time, duration of intensive care unit stay and total length of hospital stay were recorded. Results:Compared with group C, the incidence of postoperative liver dysfunction and infection within 30 days after operation were significantly decreased ( P<0.05), and no significant change was found in the offline extubation time, duration of intensive care unit stay and total length of hospital stay in group S ( P>0.05). Conclusions:Strict blood glucose control during liver transplantation can decrease the development of postoperative liver dysfunction in patients.
5.Effect of fixation of posterior malleolus fracture of Haraguchi type Ⅱ on ankle joint function
Zheng-Jian LIN ; Ping HOU ; Huan-Shun XU ; Yi-Ming ZHENG
Journal of Regional Anatomy and Operative Surgery 2024;33(5):425-428
Objective To investigate the effect of fixation of posterior malleolar fractures of Haraguchi type Ⅱ on ankle function in trimalleolar fractures.Methods A total of 118 patients with trimalleolar fractures accompanied with posterior malleolar fractures of Haraguchi type Ⅱ who treated by surgery were selected as the study subjects,and divided into the fixation group(57 cases)and the non-fixation group(61 cases)based on whether the posterior malleolus was fixed during the operation.The operation related indicators,American Orthopaedic Foot and Ankle Society(AOFAS)ankle-hindfoot score,and the excellent and good rate of ankle function recovery were compared between the two groups.Results There was no significant difference in the operation time,intraoperative blood loss,hospital stay,fracture healing time,complete weight-bearing time or postoperative joint flatness between the two groups(P<0.05).At the end of the follow-up,the pain score and total score of the AOFAS ankle-hindfoot scale in the fixation group were higher than those in the non-fixation group,with statistically significant differences(P<0.05);and the excellent and good rate of ankle function recovery in the fixation group was higher than that in the non-fixation group,with statistically significant difference(P<0.05).Conclusion Surgical treatment for the trimalleolar fractures accompanied with posterior malleolar fractures of Haraguchi type Ⅱ can achieve satisfactory clinical outcome,and the fixation of posterior malleolar fractures of Haraguchi type Ⅱ can effectively reduce postoperative joint pain and improve ankle function.
6.Research progress on drug resistance mechanism of sorafenib in radioiodine refractory differentiated thyroid cancer
En-Tao ZHANG ; Hao-Nan ZHU ; Zheng-Ze WEN ; Cen-Hui ZHANG ; Yi-Huan ZHAO ; Ying-Jie MAO ; Jun-Pu WU ; Yu-Cheng JIN ; Xin JIN
The Chinese Journal of Clinical Pharmacology 2024;40(13):1986-1990
Most patients with differentiated thyroid cancer have a good prognosis after radioiodine-131 therapy,but a small number of patients are insensitive to radioiodine-131 therapy and even continue to develop disease.At present,some targeted drugs can improve progression-free survival in patients with radioactive iodine-refractory differentiated thyroid cancer(RAIR-DTC),such as sorafenib and levatinib,have been approved for the treatment of RAIR-DTC.However,due to the presence of primary and acquired drug resistance,drug efficacy in these patients is unsatisfactory.This review introduces the acquired drug resistance mechanism of sorafenib in the regulation of mitogen-activated protein kinase(MAPK)and phosphatidylinositol-3-kinase(PI3K)pathways and proposes related treatment strategies,in order to provide a reference for similar drug resistance mechanism of sorafenib and effective treatment of RAIR-DTC.
7.The impact of amygdala glutamate receptors on cardiovascular function in rats with post-traumatic stress disorder.
Ya-Yang WU ; Kun-Yi CAI ; Yu-Jie WU ; Chao ZHENG ; Meng-Ya WANG ; Huan-Huan ZHANG
Acta Physiologica Sinica 2023;75(5):611-622
Post-traumatic stress disorder (PTSD) has been reported to be associated with a higher risk of cardiovascular disease. The amygdala may have an important role in regulating cardiovascular function. This study aims to explore the effect of amygdala glutamate receptors (GluRs) on cardiovascular activity in a rat model of PTSD. A compound stress method combining electrical stimulation and single prolonged stress was used to prepare the PTSD model, and the difference of weight gain before and after modeling and the elevated plus maze were used to assess the PTSD model. In addition, the distribution of retrogradely labeled neurons was observed using the FluoroGold (FG) retrograde tracking technique. Western blot was used to analyze the changes of amygdala GluRs content. To further investigate the effects, artificial cerebrospinal fluid (ACSF), non-selective GluR blocker kynurenic acid (KYN) and AMPA receptor blocker CNQX were microinjected into the central nucleus of the amygdala (CeA) in the PTSD rats, respectively. The changes in various indices following the injection were observed using in vivo multi-channel synchronous recording technology. The results indicated that, compared with the control group, the PTSD group exhibited significantly lower weight gain (P < 0.01) and significantly decreased ratio of open arm time (OT%) (P < 0.05). Retrograde labeling of neurons was observed in the CeA after microinjection of 0.5 µL FG in the rostral ventrolateral medulla (RVLM). The content of AMPA receptor in the PTSD group was lower than that in the control group (P < 0.05), while there was no significant differences in RVLM neuron firing frequency and heart rate (P > 0.05) following ACSF injection. However, increases in RVLM neuron firing frequency and heart rate were observed after the injection of KYN or CNQX into the CeA (P < 0.05) in the PTSD group. These findings suggest that AMPA receptors in the amygdala are engaged in the regulation of cardiovascular activity in PTSD rats, possibly by acting on inhibitory pathways.
Rats
;
Animals
;
Rats, Sprague-Dawley
;
Stress Disorders, Post-Traumatic
;
Receptors, AMPA
;
6-Cyano-7-nitroquinoxaline-2,3-dione/pharmacology*
;
Receptors, Glutamate/metabolism*
;
Amygdala
;
Weight Gain
;
Medulla Oblongata/physiology*
;
Blood Pressure
8.Identification and expression analysis of flavonoid O -methyltransferases gene family in Artemisia argyi
Sai-nan PENG ; Yu-kun LI ; Dan-dan LUO ; Chang-jie CHEN ; Jia ZHOU ; Jia-yi LI ; Jia ZHENG ; Da-hui LIU ; Yu-huan MIAO
Acta Pharmaceutica Sinica 2023;58(4):1069-1078
italic>Artemisia argyi (
9.Epidemiological characteristics and trend prediction of pulmonary tuberculosis in Ankang City, Shaanxi Province from 2011 to 2021
JIAO Huan ; ZHOU Yi-jun ; LIU Fu-rong ; ZHENG Kai-an ; MA Qian ; QU Ya-rong
China Tropical Medicine 2023;23(6):612-
Abstract: Objective To analyze the epidemiological characteristics of pulmonary tuberculosis (PTB) in Ankang City from 2011 to 2021, so as to provide a scientific basis for the formulation of PTB prevention and control strategy. Methods Descriptive statistics were used to analyze the epidemiological characteristics of PTB in Ankang City from 2011 to 2021, and a time series model was established to quantitatively predict the incidence of pulmonary tuberculosis in 2023. Results The incidence rate in Ankang City showed a significant upward trend from 2011 to 2017, and a more obvious downward trend in 2017-2021 (P<0.05), and the decrease rate in 2021 was 40.36% compared with that in 2017. The proportion of etiological positivity increased from 12.5% in 2014 to over 50.00% after 2019. The incidence season was mainly concentrated in the first quarter, accounting for 28.39% of the annual incidence. High incidence areas were concentrated in the south of Ankang: Langao County, Ziyang County and Zhenping County, with 128.32/100 000, 117.07/100 000 and 110.44/100 000, respectively. Low incidence areas were located in the north of Ankang: Ningshan County, with 60.62/100 000. Farmers and students were the high incidence groups, accounting for 81.80% and 4.97% of the total cases respectively. The incidence of young children was relatively low, but cases were reported every year. The incidence rate of male was 2.39 times that of female. The age of onset increased significantly from 15 years old, and the peak incidence was in the age group of 60-<80 years old, followed by the age group of 45-<60 years old, the average annual incidence was 136.44/100 000 and 104.47/100 000, respectively. The model ARIMA(0,1,1)(0,1,1)12 predicted that the incidence of the disease generally increased from October 2022 to March 2023, then steadily decreased, and increased again in December. Conclusions The incidence of tuberculosis varies in different areas of Ankang City, and males, farmers, students and the elderly are all factors of high incidence of tuberculosis. Therefore, different prevention and control strategies should be adopted according to the characteristics of population in different areas. The number of cases in Ankang City in 2023 showed an overall downward trend, which can provide a reference for the prevention and control of PTB.
10. Effects of traditional korean medicine Lurong Dabu Decoction on TLR4/WNT-5A signaling pathway in guinea pigs with cough variant asthma
Hui-Wen LI ; Li-Na JIN ; Yi-Lan SONG ; Liang-Chang LI ; Guang-Hai YAN ; Qing-Ling MENG ; Huan LI ; Kai-Yue LIU ; Ming-Yu ZHENG
Chinese Pharmacological Bulletin 2023;39(5):978-985
Aim To discuss the mechanism of Lurong Dabu Decoction on cough variant asthma. Methods Guinea pigs were divided into normal group(CON), model group(OVA), Lurong Dabu Decoction high-dose group(HIGH),low-dose group(LOW), and dexamethasone group(DEX)at random. The CVA model was established by smoking plus injection of OVA, aluminum hydroxide solution and nebulized inhalation to stimulate cough. Gguinea pigs were dissected 24 hours after the last challenge to obtain alveolar lavage fluid(BALF)and lung tissues. Immunoadsorption(ELISA)method was applied to detect the types of inflammatory cells and the content of inflammatory cytokines in BALF; HE and Masson staining of the middle lobe of the left lung were used to observe the pathological changes in lung tissues; immunohistochemical staining was used to observe TLR4 and WNT-5A protein expression and distribution of lung tissues; the protein extracted from the upper lobe of the left lung was used to measure the level of TLR4 and WNT-5A protein in lung tissues by Western blot; immunofluorescence was employed to measure the fluorescence intensity of TLR4 and WNT-5A in lung tissues; flow cytometry was used to detect IL-4 and IFN-γ in guinea pig lung tissues. Results Lurong Dabu Decoction could improve guinea pig airway inflammation, inhibit collagen fiber deposition, reduce the content of IL-4, IL-5, and IL-13 in BALF, and inhibit the protein expression of TLR4 and WNT-5A in lung tissues and increase IFN-γ levels in lung tissues while decreasing IL-4 levels. Conclusion Lurong Dabu Decoction may inhibit the occurrence of CVA through TLR4/WNT-5A signaling pathway.

Result Analysis
Print
Save
E-mail