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
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Nutrition Surveys
;
Environmental Pollutants
;
Body Mass Index
2.Analysis of the etiology and factors associated with the severity of chronic spontaneous urticaria in children
Tiantian ZHOU ; Xuege WU ; Huan YANG ; Xiao FANG ; Jinqiu JIANG ; Jingsi CHEN ; Xiaoyan LUO ; Hua WANG
Chinese Journal of Dermatology 2024;57(4):324-330
Objective:To analyze the etiology of chronic spontaneous urticaria (CSU) in children and associated factors affecting the disease severity.Methods:A single-center cross-sectional study was conducted. Children aged ≤ 17 years with CSU were prospectively enrolled at the Department of Dermatology, Children′s Hospital of Chongqing Medical University from November 2021 to November 2022. Clinical data were collected, serum total IgE and allergen-specific IgE (sIgE) were detected, and basophil activation test (BAT) and autologous serum skin test (ASST) were performed. According to the ASST and BAT results, the children were divided into the chronic autoimmune urticaria (CAU) group (positive for both ASST and BAT), non-CAU group (negative for both ASST and BAT), and partial CAU group (positive for either ASST or BAT). Differences in the etiology and clinical characteristics were analyzed between the CAU group and the non-CAU group. Based on the weekly urticaria activity score (UAS7), the children with CSU were divided into the mild group (UAS7 < 16 points) and moderate to severe group (UAS7 ≥ 16 points). Factors associated with the severity of CSU in children were analyzed using logistic regression. Non-normally distributed quantitative data were expressed as M ( Q1, Q3), and the non-parametric rank sum test (Kruskal-Wallis test) was used to compare quantitative data among multiple groups. Results:This study enrolled a total of 93 children with CSU, including 50 males (53.8%) and 43 females (46.2%), with the age being 5.9 (2.9, 9.2) years, and the disease duration being 4 (2, 8) months; 32 patients (34.4%) were complicated by angioedema, 28 (30.1%) had a family history of chronic urticaria, 49 (52.7%) had a family history of atopic diseases, 14 (15.1%) had a family history of autoimmune diseases, and 26 (28.0%) had at least one atopic comorbidity. Etiologic analysis showed that 32 cases (32/69, 46.4%) were positive for ASST and 28 (28/70, 40.0%) were positive for BAT. Both ASST and BAT were performed in 57 cases, and they were divided into the CAU group (18 cases), non-CAU group (24 cases), and partial CAU group (15 cases) according to the test results. There were no significant differences in the age, disease duration, gender ratio, proportion of patients with atopic comorbidity, or proportion of patients having a family history of atopic diseases among the 3 groups (all P > 0.05), while the proportion of patients with moderate to severe CSU (UAS7 ≥ 16 points) was higher in the CAU group (16/18) than in the non-CAU group (11/24, P < 0.05). Triggering factors were identified in 19 cases (20.4%), including 18 (19.3%) cases of food allergy and 1 case (1.0%) of antibiotic allergy. The serum total IgE level was elevated in 22 cases (22/89, 24.7%), and 40 (40/81, 49.4%) showed elevated levels of at least 1 sIgE. The UAS7 of the children with CSU was 16 (15, 21) points, and there were 31 (33.3%) children with mild CSU and 62 (66.7%) with moderate to severe CSU. Univariate logistic regression analysis showed that BAT positivity was associated with disease severity ( OR = 7.566, 95% CI: 2.238 - 25.572, P < 0.05). After adjustment for age and gender, multivariate logistic regression analysis showed that BAT positivity was associated with moderate to severe CSU ( OR = 6.725, 95% CI: 1.361 - 33.227, P < 0.05) . Conclusions:Autoimmunity may be the main cause of CSU in children, followed by allergic factors. ASST could be used as a primary screening test for the diagnosis of CAU in children, and BAT may help identify CAU and predict disease severity.
3.Expert consensus on ethical requirements for artificial intelligence (AI) processing medical data.
Cong LI ; Xiao-Yan ZHANG ; Yun-Hong WU ; Xiao-Lei YANG ; Hua-Rong YU ; Hong-Bo JIN ; Ying-Bo LI ; Zhao-Hui ZHU ; Rui LIU ; Na LIU ; Yi XIE ; Lin-Li LYU ; Xin-Hong ZHU ; Hong TANG ; Hong-Fang LI ; Hong-Li LI ; Xiang-Jun ZENG ; Zai-Xing CHEN ; Xiao-Fang FAN ; Yan WANG ; Zhi-Juan WU ; Zun-Qiu WU ; Ya-Qun GUAN ; Ming-Ming XUE ; Bin LUO ; Ai-Mei WANG ; Xin-Wang YANG ; Ying YING ; Xiu-Hong YANG ; Xin-Zhong HUANG ; Ming-Fei LANG ; Shi-Min CHEN ; Huan-Huan ZHANG ; Zhong ZHANG ; Wu HUANG ; Guo-Biao XU ; Jia-Qi LIU ; Tao SONG ; Jing XIAO ; Yun-Long XIA ; You-Fei GUAN ; Liang ZHU
Acta Physiologica Sinica 2024;76(6):937-942
As artificial intelligence technology rapidly advances, its deployment within the medical sector presents substantial ethical challenges. Consequently, it becomes crucial to create a standardized, transparent, and secure framework for processing medical data. This includes setting the ethical boundaries for medical artificial intelligence and safeguarding both patient rights and data integrity. This consensus governs every facet of medical data handling through artificial intelligence, encompassing data gathering, processing, storage, transmission, utilization, and sharing. Its purpose is to ensure the management of medical data adheres to ethical standards and legal requirements, while safeguarding patient privacy and data security. Concurrently, the principles of compliance with the law, patient privacy respect, patient interest protection, and safety and reliability are underscored. Key issues such as informed consent, data usage, intellectual property protection, conflict of interest, and benefit sharing are examined in depth. The enactment of this expert consensus is intended to foster the profound integration and sustainable advancement of artificial intelligence within the medical domain, while simultaneously ensuring that artificial intelligence adheres strictly to the relevant ethical norms and legal frameworks during the processing of medical data.
Artificial Intelligence/legislation & jurisprudence*
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Humans
;
Consensus
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Computer Security/standards*
;
Confidentiality/ethics*
;
Informed Consent/ethics*
4.Safety and efficacy of left atrial appendage closure combined with patent foramen ovale closure for atrial fibrillation patients with patent foramen ovale.
Zhi Hong ZHAO ; Xiang SONG ; Sai Hua WANG ; Jun LUO ; Ying Biao WU ; Qian ZHU ; Ming FANG ; Qiang HUAN ; Xiao Gang ZHANG ; Bei TIAN ; Wei GU ; Luo Ning ZHU ; Shu Wen HAO ; Zhong Ping NING
Chinese Journal of Cardiology 2022;50(3):257-262
Objective: To analyze the safety and efficacy of combined left atrial appendage (LAA) and patent foramen ovale (PFO) closure in adult atrial fibrillation (AF) patients complicating with PFO. Methods: This study is a retrospective and cross-sectional study. Seven patients with AF complicated with PFO diagnosed by transesophageal echocardiography (TEE) in Zhoupu Hospital Affiliated to Shanghai University of Medicine & Health Sciences from June 2017 to October 2020 were selected. Basic data such as age, gender and medical history were collected. The atrial septal defect or PFO occluder and LAA occluder were selected according to the size of PFO, the ostia width and depth of LAA. Four patients underwent left atrial appendage closure(LAAC) and PFO closure at the same time. PFO closure was performed during a one-stop procedure of cryoablation combined with LAAC in 2 patients. One patient underwent PFO closure at 10 weeks after one-stop procedure because of recurrent transient ischemic attack (TIA). All patients continued to take oral anticoagulants. TEE was repeated 8-12 weeks after intervention. In case of device related thrombus(DRT), TEE shall be rechecked 6 months after adjusting anticoagulant and antiplatelet drug treatment. Patients were follow-up at 1, 3, 6, 12, 24 months by telephone call, and the occurrence of cardio-cerebrovascular events was recorded. Results: Among the 7 patients with AF, 2 were male, aged (68.0±9.4) years, and 3 had a history of recurrent cerebral infarction and TIA. Average PFO diameter was (3.5±0.8)mm. Three patients were implanted with Watchman LAA occluder (30, 30, 33 mm) and atrial septal defect occluder (8, 9, 16 mm). 2 patients were implanted with LAmbre LAA occluder (34/38, 18/32 mm) and PFO occluder (PF1825, PF2525). 2 patients were implanted with LACbes LAA occluder (24, 28 mm) and PFO occluder (PF2525, PF1825) respectively. The patients were followed up for 12 (11, 24) months after operation. TEE reexamination showed that the position of LAA occluder and atrial septal defect occluder or PFO occluder was normal in all patients. DRT was detected in 1 patient, and anticoagulant therapy was adjusted in this patient. 6 months later, TEE showed that DRT disappeared. No cardiovascular and cerebrovascular events occurred in all patients with AF during follow-up. Conclusions: In AF patients complicated with PFO, LAAC combined with PFO closure may have good safety and effectiveness.
Adult
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Aged
;
Atrial Appendage/surgery*
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Atrial Fibrillation/surgery*
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Cardiac Catheterization/methods*
;
China
;
Cross-Sectional Studies
;
Foramen Ovale, Patent/surgery*
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Humans
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Male
;
Middle Aged
;
Retrospective Studies
5.Factors associated with death and attrition in HIV-infected children under initial antiretroviral therapy in Guangxi Zhuang Autonomous Region, 2004 - 2019.
Ye Sheng ZHOU ; Liu Hong LUO ; Mei LIN ; Hong Li CHEN ; Jing Hua HUANG ; Qiu Ying ZHU ; Huan Huan CHEN ; Zhi Yong SHEN ; Jian Jun LI ; Yi FENG ; Dan LI ; Ling Jie LIAO ; Hui XING ; Yi Ming SHAO ; Yu Hua RUAN ; Guanghua LAN
Chinese Journal of Epidemiology 2022;43(9):1430-1435
Objective: To investigate death and attrition in HIV-infected children under initial antiretroviral therapy (ART) and associated factors in Guangxi Zhuang autonomous region. Methods: This retrospective cohort study was conducted in HIV-infected children under initial ART in Guangxi from 2004 to 2019, data from ART information system of National comprehensive AIDS prevention and treatment information system. Cox proportional hazards models were used to assess factors associated with the death and attrition. Results: In 943 HIV-infected children, the overall mortality and attrition rates were 1.00/100 person-years and 0.77/100 person-years, respectively. The mortality and attrition rates within the first year of ART were 3.90/100 person-years and 1.67/100 person-years, respectively. The cumulative survival rate during the first, second, fifth and tenth year after ART was 96.14%, 95.80%, 93.68% and 91.54%, respectively. Multivariate Cox proportional hazards models results showed that being female (aHR=2.00, 95%CI: 1.17-3.40), CD4+T lymphocytes (CD4) counts before ART <200 cells/μl (aHR=2.79, 95%CI: 1.54-5.06), weight-for-age Z score before ART <-2 (aHR=2.38, 95%CI: 1.32-4.26), hemoglobin before ART <80 g/L (aHR=2.47, 95%CI: 1.24-4.92), initial ART with LPV/r (aHR=5.05, 95%CI: 1.15-22.12) were significantly associated with death; being female (aHR=2.23, 95%CI: 1.22-4.07) and initial ART with LPV/r (aHR=2.02, 95%CI: 1.07-3.79) were significantly associated with attrition. Conclusions: The effect of ART in HIV-infected children in Guangxi was better, but the mortality and attrition rates were high within the first year of treatment. It is necessary to strengthen the training in medical staff and health education in HIV-infected children and their parents in order to improve the treatment effect.
Anti-HIV Agents/therapeutic use*
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Child
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China/epidemiology*
;
Female
;
HIV Infections/drug therapy*
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Humans
;
Male
;
Proportional Hazards Models
;
Retrospective Studies
6.Morphological comparison of glandular and non-glandular trichomes between Artemisia stolonifera and A. argyi.
Dan-Dan LUO ; Hua-Sheng PENG ; Li-Ping KANG ; Yu-Huan MIAO ; Da-Hui LIU ; Lu-Qi HUANG
China Journal of Chinese Materia Medica 2021;46(13):3319-3329
The basic features of glandular and non-glandular trichomes on leaves of Artemisia argyi( germplasms from Qichun,Ningbo,Tangyin,and Anguo,respectively) and related species A. stolonifera were observed by scanning electron microscopy( SEM)and compared. There were significant differences in trichome characteristics of leaves at all parts of A. argyi and A. stolonifera,which were closely related to the difference in chemical components. The length of non-glandular trichomes and size of glandular trichomes on middle leaves were the stablest. A. argyi and A. stolonifera can be distinguished by the density of glandular trichome. Additionally,the four germplasms of A. argyi can be discriminated via the density and curvature of non-glandular trichome. The density of non-glandular trichomes was the highest in A. stolonifera. For A. argyi,the germplasm from Qichun had the highest density of non-glandular trichomes on the abaxial surfaces of upper leaves and that from Ningbo had the largest non-glandular trichome curvature. With regard to the germplasm from Anguo,the T-shaped non-glandular trichomes of long stalks on the adaxial surfaces of the middle leaves were lodging-susceptible,and those with slender heads were wave-like. Statistics results of A. argyi and A. stolonifera are as follows: largest glandular trichomes on the adaxial and abaxial surfaces and highest glandular trichome density on the abaxial surfaces of the lower leaves in A. argyi germplasm from Ningbo,highest density of non-glandular trichomes on the abaxial surfaces of upper leaves in A. stolonifera,and highest density of glandular trichomes and non-glandular trichomes on the adaxial surfaces of the upper leaves in A. argyi germplasm from Qichun. According to the observation result under fluorescence microscope( FM),flavonoids were closely related to the size and density of non-glandular trichomes and size of glandular trichomes. The fluorescence intensity was the strongest and fluorescence area was the largest for flavonoids in A. argyi germplasms from Qichun and Tangyin,while the fluorescence for flavonoids was the weakest in A. stolonifera. It was the first time to observe and analyze the trichome ultrastructure of A. argyi leaves at different positions by SEM and FM. This study clarifies the differences between A. stolonifera and four famous A. argyi germplasms,which provides new evidence for the microscopic identification of A. argyi and its related species and serves as a reference for the study of the relationship of A. argyi structure with its components and functions.
Artemisia
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Flavonoids
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Microscopy, Electron, Scanning
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Plant Leaves
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Trichomes
7.Anti-dengue virus activity of natural podocarpane-type diterpenoid in vitro
Fang WANG ; Huan YAN ; Zhai-wen YAO ; Rong-hua LUO ; Hai-yang LIU ; Yong-tang ZHENG
Acta Pharmaceutica Sinica 2021;56(3):793-798
Dengue virus (DENV) is the most rapidly transmitted mosquito-borne pathogen, which is the main cause of seasonal outbreaks of dengue fever and dengue hemorrhagic fever in tropical and subtropical regions, and may cause serious life-threatening diseases. There is an urgent need to develop effective vaccines or antiviral therapies. In this paper, we found that a podocarpane-type diterpenoid, (3
8.Discovery of a subtype-selective, covalent inhibitor against palmitoylation pocket of TEAD3.
Tian LU ; Yong LI ; Wenchao LU ; Twgm SPITTERS ; Xueyu FANG ; Jun WANG ; Simian CAI ; Jing GAO ; Yanting ZHOU ; Zhe DUAN ; Huan XIONG ; Liping LIU ; Qi LI ; Hualiang JIANG ; Kaixian CHEN ; Hu ZHOU ; Hua LIN ; Huijin FENG ; Bing ZHOU ; Christopher L ANTOS ; Cheng LUO
Acta Pharmaceutica Sinica B 2021;11(10):3206-3219
The TEA domain (TEAD) family proteins (TEAD1‒4) are essential transcription factors that control cell differentiation and organ size in the Hippo pathway. Although the sequences and structures of TEAD family proteins are highly conserved, each TEAD isoform has unique physiological and pathological functions. Therefore, the development and discovery of subtype selective inhibitors for TEAD protein will provide important chemical probes for the TEAD-related function studies in development and diseases. Here, we identified a novel TEAD1/3 covalent inhibitor (DC-TEADin1072) with biochemical IC
9.Effects of Human Immunodeficiency Virus-positive Mothers Receiving Antiretroviral Therapy to Prevent Mother-to-child Transmission on the Growth and Development of 18-month-old Children in Lingshan County of Guangxi.
Xian-Min GE ; Mei LIN ; Jin-Mei CHEN ; Jin-Hui ZHU ; Guang-Hua LAN ; Yu YAN ; Huan-Huan CHEN ; Liu-Hong LUO ; Shan-Shan LI ; Bin LI ; Guang-Hua HUANG ; Jia-Wei LI ; Yue-Qin DENG ; Ping-Jing WEN ; Yu-Man HUANG ; Qiu-Ying ZHU ; Qin MENG ; Shuai-Feng LIU ; Xiu-Ling WU ; Jing-Hua HUANG ; Hua-Xiang LU
Acta Academiae Medicinae Sinicae 2021;43(5):743-748
Objective To evaluate the effects of antiretroviral therapy(ART)for the prevention of mother-to-child transmission(PMTCT)of acquired immune deficiency syndrome(AIDS)on the growth and development of 18-month-old children born by human immunodeficiency virus(HIV)-positive pregnant women in Lingshan County,Guangxi Zhuang Autonomous Region,and provide scientific evidence for improving the ART medication plan for PMTCT.Methods Lingshan County,ranking the first in the HIV-epidemic counties of Guangxi,was selected as the research site.According to the design of retrospective case-control study,we assigned all the subjects into the case group and the control group:(1)The case group included the HIV-positive pregnant women who had received ART for PMTCT and their HIV-negative infants in Lingshan County from 2010 to 2017.The historical cards and PMTCT data of them were collected from the national PMTCT database.(2)The control group included the healthy pregnant women and their healthy babies born in the Lingshan Maternity and Infant Hospital in 2017,and the children's growth and development data were collected.The stunted growth in children was defined as at least one of the three main indicators of body height,body weight,and head circumference below the normal range.Results The number of HIV-positive mothers and their infants in the case group was 391 and 368,respectively,and 87.21%(341/391)and 95.38%(351/368)of mothers and infants respectively received ART medication.The HIV positive rate,mortality rate,and mother-to-child transmission rate of 18-month-old children were 1.36%(5/368),4.35%(16/368),and 2.01%(5/249),respectively.The incidence of stunted growth of 18-month-old children in the case group and the control group was 42.12%(155/368)and 23.06%(101/438),respectively,with significant difference(
Case-Control Studies
;
China/epidemiology*
;
Female
;
Growth and Development
;
HIV
;
HIV Infections/prevention & control*
;
Humans
;
Infant
;
Infectious Disease Transmission, Vertical/prevention & control*
;
Mothers
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Pregnancy
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Pregnancy Complications, Infectious/drug therapy*
;
Retrospective Studies
10.The anticoagulation status:a cross-sectional survey of 1 000 cases single center study of patients with atrial fibrillation
Jun SHEN ; Hua CHEN ; Fei YUAN ; Jin-Jin ZHANG ; Zhi-Chao WEN ; Huan-Chun NI ; Zhi-Yong QI ; Yang-Yi LIN ; Li-Wen BAO ; Ping-Ping YAN ; Hai-Ming SHI ; Xin-Ping LUO ; Jian LI
Fudan University Journal of Medical Sciences 2018;45(1):9-14
Objective To investigate the epidemiological status and the anticoagulation treatment of atrial fibrillation (AF) patients,and to provide evidence for improving anticoagulation therapeutic effect in AF patients.Methods We performed a cross-sectional epidemiological investigation of 1 000 patients and out-patients with AF in Huashan Hospital.The clinical data including clinical feature,coexistent diseases,auxiliary examination,and treatment regimen of these patients were collected.The clinical features and anticoagulation status of AF patients were analyzed based on the stroke history,stroke risk evaluation and CHA2DS2-VASc score stratification.Results The mean age of these AF patients was (72.1 ± 11.1) years old.The most common coexistent diseases were hypertension (65%),coronary heart disease (32%) and diabetes (27%).About 6% of the AF patients were diagosed with non-valvularatrial fibrillation (NVAF),and 22% had stroke history.Patients were divided into two groups according to their stroke history.Compared with the non-stroke group,the stroke group was found to be older,with longer course of AF and poorer hypertension control.The overall anticoagulation rate was 32 % and antiplatelet rate was 46 %.The anticoagulation rate of stroke group was 44%,higher than the non-stroke group (P<0.001) but 78% of these patients began anticoagulation therapy after the occurrence of stroke.When CHA2 DS2-VASc scores of NVAF patients were 2 to 5,the anticoagulation proportion increased gradually.When the scores were 2 to 6,the antiplatelet ratio increased gradually.But when the scores were 7-8 points,both anticoagulation and antiplatelet rates were in decline.Conclusions The anticoagulation rate in AF patients was still low at present,while relatively higher in patients with stroke.Anticoagulation could prevent stroke,AF patients still could benefit from anticoagulation after stroke,but anticoagulation before stroke could get more benefits.

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