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*
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Linear Models
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Nutrition Surveys
;
Environmental Pollutants
;
Body Mass Index
2.Assessment of respiratory protection competency of staff in healthcare facilities
Hui-Xue JIA ; Xi YAO ; Mei-Hua HU ; Bing-Li ZHANG ; Xin-Ying SUN ; Zi-Han LI ; Ming-Zhuo DENG ; Lian-He LU ; Jie LI ; Li-Hong SONG ; Jian-Yu LU ; Xue-Mei SONG ; Hang GAO ; Liu-Yi LI
Chinese Journal of Infection Control 2024;23(1):25-31
Objective To understand the respiratory protection competency of staff in hospitals.Methods Staff from six hospitals of different levels and characteristics in Beijing were selected,including doctors,nurses,medical technicians,and servicers,to conduct knowledge assessment on respiratory protection competency.According to exposure risks of respiratory infectious diseases,based on actual cases and daily work scenarios,content of respira-tory protection competency assessment was designed from three aspects:identification of respiratory infectious di-seases,transmission routes and corresponding protection requirements,as well as correct selection and use of masks.The assessment included 6,6,and 8 knowledge points respectively,with 20 knowledge points in total,all of which were choice questions.For multiple-choice questions,full marks,partial marks,and no mark were given respective-ly if all options were correct,partial options were correct and without incorrect options,and partial options were correct but with incorrect options.Difficulty and discrimination analyses on question of each knowledge point was conducted based on classical test theory.Results The respiratory protection competency knowledge assessment for 326 staff members at different risk levels in 6 hospitals showed that concerning the 20 knowledge points,more than 60%participants got full marks for 6 points,while the proportion of full marks for other questions was relatively low.Less than 10%participants got full marks for the following 5 knowledge points:types of airborne diseases,types of droplet-borne diseases,conventional measures for the prevention and control of healthcare-associated infec-tion with respiratory infectious diseases,indications for wearing respirators,and indications for wearing medical protective masks.Among the 20 knowledge questions,5,1,and 14 questions were relatively easy,medium,and difficult,respectively;6,1,4,and 9 questions were with discrimination levels of ≥0.4,0.30-0.39,0.20-0.29,and ≤0.19,respectively.Conclusion There is still much room for hospital staff to improve their respiratory protection competency,especially in the recognition of diseases with different transmission routes and the indications for wearing different types of masks.
3.Study on the effect of different administration regimens of iprrazole enteric-coated tablets on inhibiting gastric acid secretion
Ting-Yuan PANG ; Zhi WANG ; Zi-Shu HU ; Zi-Han SHEN ; Yue-Qi WANG ; Ya-Qian CHEN ; Xue-Bing QIAN ; Jin-Ying LIANG ; Liang-Ying YI ; Jun-Long LI ; Zhi-Hui HAN ; Guo-Ping ZHONG ; Guo-Hua CHENG ; Hai-Tang HU
The Chinese Journal of Clinical Pharmacology 2024;40(1):92-96
Objective To compare the effects of 20 mg qd and 10 mg bidadministration of iprrazole enteric-coated tablets on the control of gastric acid in healthy subjects.Methods A randomized,single-center,parallel controlled trial was designed to include 8 healthy subjects.Randomly divided into 2 groups,20 mg qd administration group:20 mg enteric-coated tablets of iprrazole in the morning;10 mg bid administration group:10 mg enteric-coated tablets of iprrazole in the morning and 10 mg in the evening.The pH values in the stomach of the subjects before and 24 h after administration were monitored by pH meter.The plasma concentration of iprazole after administration was determined by HPLC-MS/MS.The main pharmacokinetic parameters were calculated by Phoenix WinNonlin(V8.0)software.Results The PK parameters of iprrazole enteric-coated tablets and reference preparations in fasting group were as follows:The Cmax of 20 mg qd group and 10 mg bid group were(595.75±131.15)and(283.50±96.98)ng·mL-1;AUC0-t were(5 531.94±784.35)and(4 686.67±898.23)h·ng·mL-1;AUC0-∞ were(6 003.19±538.59)and(7 361.48±1 816.77)h·ng·mL-1,respectively.The mean time percentage of gastric pH>3 after 20 mg qd and 10 mg bid were 82.64%and 61.92%,and the median gastric pH within 24 h were 6.25±1.49 and 3.53±2.05,respectively.The mean gastric pH values within 24 h were 5.71±1.36 and 4.23±1.45,respectively.The correlation analysis of pharmacokinetic/pharmacodynamics showed that there was no significant correlation between the peak concentration of drug in plasma and the inhibitory effect of acid.Conclusion Compared with the 20 mg qd group and the 10 mg bid group,the acid inhibition effect is better,the administration times are less,and the safety of the two administration regimes is good.
4.Research Progress in Preoperative Evaluation of Lymph Node Metastasis of Bladder Cancer.
Li-Juan WANG ; Zi-Xiao LIU ; Wei HU ; Yang LIU ; Wei-Jun QIN ; Xiao-Pan XU ; Hong-Bing LU
Acta Academiae Medicinae Sinicae 2023;45(3):464-470
Bladder cancer is a common malignant tumor of the urinary system.The prognosis of patients with positive lymph nodes is worse than that of patients with negative lymph nodes.An accurate assessment of preoperative lymph node statushelps to make treatmentdecisions,such as the extent of pelvic lymphadenectomy and the use of neoadjuvant chemotherapy.Imaging examination and pathological examination are the primary methods used to assess the lymph node status of bladder cancer patients before surgery.However,these methods have low sensitivity and may lead to inaccuate staging of patients.We reviewed the research progress and made an outlook on the application of clinical diagnosis,imaging techniques,radiomics,and genomics in the preoperative evaluation of lymph node metastasis in bladder cancer patients at different stages.
Humans
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Lymphatic Metastasis
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Neoplasm Staging
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Cystectomy/methods*
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Urinary Bladder Neoplasms/pathology*
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Lymph Node Excision/methods*
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Lymph Nodes/pathology*
5.Preclinical studies of the triazolo1,5-apyrimidine derivative WS-716 as a highly potent, specific and orally active P-glycoprotein (P-gp) inhibitor.
Sai-Qi WANG ; Qiu-Xu TENG ; Shuai WANG ; Zi-Ning LEI ; Hui-Hui HU ; Hui-Fang LV ; Bei-Bei CHEN ; Jian-Zheng WANG ; Xiao-Jing SHI ; Wei-Feng XU ; Hong-Min LIU ; Xiao-Bing CHEN ; Zhe-Sheng CHEN ; Bin YU
Acta Pharmaceutica Sinica B 2022;12(8):3263-3280
Multidrug resistance (MDR) is the main cause of clinical treatment failure and poor prognosis in cancer. Targeting P-glycoprotein (P-gp) has been regarded as an effective strategy to overcome MDR. In this work, we reported our preclinical studies of the triazolo[1,5-a]pyrimidine-based compound WS-716 as a highly potent, specific, and orally active P-gp inhibitor. Through direct binding to P-gp, WS-716 inhibited efflux function of P-gp and specifically reversed P-gp-mediated MDR to paclitaxel (PTX) in multiple resistant cell lines, without changing its expression or subcellular localization. WS-716 and PTX synergistically inhibited formation of colony and 3D spheroid, induced apoptosis and cell cycle arrest at G2/M phase in resistant SW620/Ad300 cells. In addition, WS-716 displayed minimal effect on the drug-metabolizing enzyme cytochrome P4503A4 (CYP3A4). Importantly, WS-716 increased sensitivity of both pre-clinically and clinically derived MDR tumors to PTX in vivo with the T/C value of 29.7% in patient-derived xenograft (PDX) models. Relative to PTX treatment alone, combination of WS-716 and PTX caused no obvious adverse reactions. Taken together, our preclinical studies revealed therapeutic promise of WS-716 against MDR cancer, the promising data warrant its further development for cancer therapy.
6. Effect of draxin knockdown on the projection of 23C10-positive neural fibers in the embryonic chick hindbrain
Zi-Yi WANG ; Shu-Han ZHANG ; Zi-Ren ZHANG ; Wen-Wen ZHANG ; Ya-Nan HU ; Yu-Hong SU ; San-Bing ZHANG
Acta Anatomica Sinica 2022;53(4):418-423
[Abstract] Objective To investigate the effects of the downregulation of draxin expression on the projection characteristics of 23C10-positive neural fibers in the chick embryonic hindbrain. Methods The vitro incubation of HH stages 21-22 chick embryonic hindbrain biopsy with alkaline phosphatase (ALP) protein was used as control group. The incubation of HH stages 21-22 chick embryonic hindbrain biopsy with draxin-ALP fusion protein was used as experimental group. The number of embryonic hindbrain for each group was 10. To detect whether 23C10-positive neural fibers could directly bind to draxin protein or not;In ovo electroporation using empty vector in the chick embryonic hindbrain was used as control group. In ovo electroporation with small interfering RNA(siRNA) expressing vector for reducing draxin expression in the chick embryonic hindbrain was used as experimental group. The number of embryonic hindbrain for each group was 18. The effect of the down-regulation of draxin expression and the change of projection characteristics of 23C10-positive neural fibers were observed to check whether the down-regulation of draxin expression would affect the distribution of 23C10-positive fibers. Results Most portion of draxin protein could overlap with 23C10-positive neural fibers in HH stages 21-22 chick embryonic hindbrain biopsies; After expression of the siRNA plasmid against draxin by electroporation, the expression level of draxin protein was significantly reduced, and the distribution of 23C10-positive fibers was scattered in the dorsal hindbrain on the electroporated side at HH stages 25-26 of chick embryos (P < 0. 05) . Conclusion Draxin protein may directly bind to 23C10-positive fibers in hindbrain, and it plays an important regulatory role in the fasciculation of 23C10-positive fibers during chick embryonic development.
7.Xiaoyaosan Promotes Myelin Regeneration and Alleviates Depressive Symptoms in Vascular Dementia Mice with Depression via Promoting Microglia Polarization
Nan SHAN ; Zi-hu TAN ; Bing YANG ; Zheng-ling MA ; Xi-xi YIN
Chinese Journal of Experimental Traditional Medical Formulae 2021;27(19):19-27
Objective:To investigate the effect of Xiaoyaosan on depressive behavioral phenotype in mice with vascular dementia (VaD) mice and its possible mechanism. Method:Sixty three-month-old male C57/BL6 mice were divided into the normal control group, model group, positive control group, as well as low-, medium-, and high-dose Xiaoyaosan groups. Mice in all groups except for the normal control group underwent bilateral carotid artery stenosis. Two weeks later, they were subjected to chronic restraint stress, 6 h per day, for inducing VaD complicated with depression. Mice in the low-, medium-, and high-dose Xiaoyaosan groups were treatment with intragastric administration of Xiaoyaosan decoction (5, 10, 20 g·kg-1), the ones in the positive control group with fluoxetine (10 mg·kg-1), and those in the normal control group and model group with an equal volume of normal saline for four weeks, during which the restraint stress was maintained. The depressive behavioral phenotype of mice was observed in sugar water preference test and tail suspension test. The fluorescence expression of myelin basic protein (MBP) in ventral hippocampus (vHIP) was detected by fluorescence immunoassay. The ultrastructure of myelin sheath in vHIP was observed by transmission electron microscopy. The protein expression levels of MBP, myelin oligodendrocyte glycoprotein (MOG), myelin-associated glycoprotein (MAG), triggering receptor expressed on myeloid cells-2 (TREM2), inducible nitric oxide synthase (iNOS), arginase 1 (Arg1), interleukin-I
8.Exploration on the diagnosis and treatment of generalized myasthenia gravis with acupuncture and moxibustion based on the study of ancient medical works.
Zi-Kai JIN ; Bing GAO ; Li-da ZHANG ; Zi-Wei GUO ; Meng SUN ; Rong-Lin CAI ; Shu-Ping NIU ; Ling HU ; Wei TANG
Chinese Acupuncture & Moxibustion 2021;41(7):819-822
Through collecting the relevant provisions and medical cases of
Acupuncture
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Acupuncture Points
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Acupuncture Therapy
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Humans
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Meridians
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Moxibustion
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Myasthenia Gravis/therapy*
9. Expression and role of CCAAT enhancer binding protein β mRNA, microRNA-369-3p and rno-Rmdn2_0006 of hepatocytes during the rat liver regeneration initiation
Ge BAI ; Zi-Hui WANG ; Ya-Ping SONG ; Xia-Yan ZANG ; Ya-Fei LI ; Bing-Yu YE ; Cun-Shuan XU ; Ge BAI ; Zi-Hui WANG ; Ya-Ping SONG ; Xia-Yan ZANG ; Ya-Fei LI ; Bing-Yu YE ; Cun-Shuan XU ; Zhi-Hu ZHAO
Acta Anatomica Sinica 2021;52(6):913-916
Objective To explore the pathways and patterns which CCAAT/enhancer binding protein β(CEBPβ) mRNA, miR-369-3p and rno-Rmdn2_0006 regulate the hepatocytes in G
10.Liposuction of the zygomatic arch area facilitates correction of temporal depression.
Chun-Hu WANG ; Zi-Rong LI ; Xin LI ; Jie LI ; Meng WANG ; Xue-Bing LIANG ; Xiao-Ning YANG ; Ke-Ming WANG ; Ji-Guang MA ; Fa-Cheng LI
Chinese Medical Journal 2020;133(14):1757-1758

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