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.Clinical value of prenatal ultrasound evaluation for fetal low-lying conus medullaris
Yunqi LI ; Suzhen RAN ; Peng TU ; Bin ZHANG
Chinese Journal of Perinatal Medicine 2025;28(11):969-973
Objective:To investigate the clinical value of prenatal ultrasound in assessing fetal low-lying conus medullaris and prognostic factors.Methods:Prenatal ultrasound images and pregnancy outcomes were retrospectively analyzed for 54 pregnant women with fetal conus medullaris position below the third lumbar vertebra (L3) level detected by prenatal ultrasound at Chongqing Health Center for Women and Children from May 2017 to January 2024. Based on postnatal follow-up results (clinical symptoms, imaging data, or surgical findings within 5-year old), they were divided into normal (42 cases) and abnormal (12 cases) groups. Basic clinical data were collected, including initial conus medullaris position at first diagnosis (conus medullaris at L3 level defined as 3, between L3 and L4 as 3.5, and so on; at first sacral vertebra as 6, second sacral vertebra as 7), and changes in conus medullaris position during prenatal ultrasound or MRI follow-up. Independent sample t-tests and Chi square tests were used to compare changes in conus medullaris position, tethered cord phenomenon, and presence of spinal masses between groups. Results:The initial conus medullaris position in the abnormal group was significantly lower than in the normal group (4.7±1.5 vs. 3.7±0.4, t=-3.75, P<0.001), and the proportion of rising to L3 or above in utero was lower than in the normal group [2/9 vs. 78.1% (25/32), χ2=9.76, P=0.002]. The abnormal group had higher proportions of tethered cord phenomenon [5/12 vs. 0.0% (0/42), χ2=19.29, P<0.001] and spinal masses [9/12 vs. 2.4% (1/42), χ2=32.62, P<0.001] compared to the normal group. Among the abnormal group children, eight underwent postoperative surgery (three with tethered cord and meningocele, four with tethered cord and lipoma, one with tethered cord, meningocele, and lipoma), with an overall good postoperative prognosis. Conclusion:Prenatal ultrasound enables dynamic monitoring of fetal conus position, while characteristic findings (tethered cord signs and spinal masses) help identify potential tethered cord syndrome, providing crucial evidence for comprehensive prenatal evaluation and early intervention.
3.Establishment and evaluation of a lipopolysaccharide-induced acute respiratory distress syndrome model in minipigs
Chuang-Ye WANG ; Ran WANG ; Jian ZHANG ; Ling-Xiao QIU ; Bin QING ; Heng YOU ; Jin-Cheng LIU ; Bin WANG ; Nan-Bo WANG ; Jia-Yu LI ; Xing LIU ; Shuang WANG ; Jin HU ; Jian WEN ; Quan LI ; Xiao-Ou HUANG ; Kun ZHAO ; Shuang-Lin LIU ; Gang LIU ; Mei-Ju WANG ; Qing XIANG ; Hong-Mei WU ; Xiao-Rong SUN ; Tao GU ; Dong ZHANG ; Qi LI ; Zhi XU
Medical Journal of Chinese People's Liberation Army 2025;50(9):1154-1161
Objective To establish a stable,reliable,and clinically relevant porcine model of endotoxin-induced acute respiratory distress syndrome(ARDS).Methods Ten 8-month-old male Bama minipigs were deeply sedated,followed by invasive mechanical ventilation and electrocardiographic monitoring.Lipopolysaccharide(LPS)was intravenously pumped at 600 μg/(kg·h)for 3 hours,then maintained at 15 μg/(kg·h)thereafter.Dynamic monitoring was performed at five time points after LPS injection(LPS 0,1,3,5,and 8 h),including arterial blood gas analysis and chest computed tomography(CT)scans.Pathological examination of lung tissues obtained via bronchoscopic biopsy(HE staining and transmission electron microscopy)was conducted.These indicators were comprehensively used to evaluate the success of the animal model.Results At 5 hours after LPS administration,8 minipigs developed symptoms such as skin cyanosis,elevated body temperature,and respiratory distress.The oxygenation index decreased to<300 mmHg.Chest CT scans showed diffuse pulmonary infiltrates.Histopathology revealed alveolar edema and hyaline membrane formation.Transmission electron microscopy demonstrated disruption of pulmonary blood-air barrier,depletion of lamellar bodies in type Ⅱ pneumocytes,inflammatory cell infiltration,and exudation of plasma proteins and fibrin.Compared with LPS 0 h,at LPS 8 h,the oxygenation index and arterial blood pH were significantly decreased(P<0.001),while blood lactic acid and serum potassium were significantly increased(P<0.05);serum calcium and base excess were significantly decreased(P<0.05),and the lung injury score based on HE-stained lung sections was significantly increased(P<0.01).Conclusion The porcine ARDS model established by continuous LPS injection can dynamically simulate the pathophysiological characteristics and typical pathological manifestations of clinical septic ARDS,making it an effective tool to study the pathogenesis,prevention,and treatment strategies of septic ARDS.
4.Central venous oxygen saturation changes as a reliable predictor of the change of CI in septic shock: To explore potential influencing factors.
Ran AN ; Xi-Xi WAN ; Yan CHEN ; Run DONG ; Chun-Yao WANG ; Wei JIANG ; Li WENG ; Bin DU
Chinese Journal of Traumatology 2025;28(1):43-49
PURPOSE:
Assessing fluid responsiveness relying on central venous oxygen saturation (ScvO2) yields varied outcomes across several studies. This study aimed to determine the ability of the change in ScvO2 (ΔScvO2) to detect fluid responsiveness in ventilated septic shock patients and potential influencing factors.
METHODS:
In this prospective, single-center study, all patients conducted from February 2023 to January 2024 received fluid challenge. Oxygen consumption was measured by indirect calorimetry, and fluid responsiveness was defined as an increase in cardiac index (CI) ≥ 10% measured by transthoracic echocardiography. Multivariate linear regression analysis was conducted to evaluate the impact of oxygen consumption, arterial oxygen saturation, CI, and hemoglobin on ScvO2 and its change before and after fluid challenge. The Shapiro-Wilk test was used for the normality of continuous data. Data comparison between fluid responders and non-responders was conducted using a two-tailed Student t-test, Mann Whitney U test, and Chi-square test. Paired t-tests were used for normally distributed data, while the Wilcoxon signed-rank test was used for skewed data, to compare data before and after fluid challenge.
RESULTS:
Among 49 patients (31 men, aged (59 ± 18) years), 27 were responders. The patients had an acute physiology and chronic health evaluation II score of 24 ± 8, a sequential organ failure assessment score of 11 ± 4, and a blood lactate level of (3.2 ± 3.1) mmol/L at enrollment. After the fluid challenge, the ΔScvO2 (mmHg) in the responders was greater than that in the non-responders (4 ± 6 vs. 1 ± 3, p = 0.019). Multivariate linear regression analysis suggested that CI was the only independent influencing factor of ScvO2, with R2 = 0.063, p = 0.008. After the fluid challenge, the change in CI became the only contributing factor to ΔScvO2 (R2 = 0.245, p < 0.001). ΔScvO2 had a good discriminatory ability for the responders and non-responders with a threshold of 4.4% (area under the curve = 0.732, p = 0.006).
CONCLUSION
ΔScvO2 served as a reliable surrogate marker for ΔCI and could be utilized to assess fluid responsiveness, given that the change in CI was the sole contributing factor to the ΔScvO2. In stable hemoglobin conditions, the absolute value of ScvO2 could serve as a monitoring indicator for adequate oxygen delivery independent of oxygen consumption.
Humans
;
Shock, Septic/blood*
;
Male
;
Female
;
Middle Aged
;
Prospective Studies
;
Oxygen Saturation
;
Aged
;
Fluid Therapy
;
Oxygen/blood*
;
Oxygen Consumption
;
Adult
5.Clinical Study of Aripiprazole Combined with Non-Convulsive Electroconvulsive Therapy for Children and Adolescents with First Episode Schizophrenia
Shao-dong RAN ; Dao-yang LI ; Ya-long LIU ; Bin LI ; Yi-rong CHEN
Progress in Modern Biomedicine 2025;25(12):2009-2016
Objective:To observe the clinical effect of aripiprazole combined with non-convulsive electroshock(MECT)for children and adolescents with first episode schizophrenia.Methods:94 children and adolescents with first episode schizophrenia who were admitted to Yiling Kangning Mental Hospital of Yichang from August 2022 to August 2024 were divided into control group(received aripiprazole,n=47)and study group(received aripiprazole combined with MECT,n=47)by using random number table method.The clinical efficacy,dysfunction scale[Positive and Negative Symptom Scale(PANSS),Montreal Cognitive Assessment Scale(MoCA),Wechsler Memory Scale(WMS)],glucose and lipid metabolism indexes[low density lipoprotein cholesterol(LDL-C),glycated hemoglobin(HbAlc),total cholesterol(TC),fasting blood glucose(FBG),High density lipoprotein cholesterol(HDL-C),inflammatory factor indexes[interleukin-1β(IL-1β),tumor necrosis factor-α(TNF-α),interleukin-6(IL-6)],neurocytokine levels[serum brain-derived neurotrophic factor(BDNF),s100βprotein(s100β),homocysteine(Hcy)]and the occurrence of adverse reactions were compared between the two groups.Results:Compared with the control group after treatment,the clinical total effective rate,MoCA,WMS score,HDL-C,BDNF were higher,PANSS score,HbAlc,FBG,TC,LDL-C,TNF-α,IL-1β,IL-6,s100β and Hcy were lower in the study group(P<0.05).There was no difference in the incidence of adverse reactions between the two groups(P>0.05).Conclusion:Aripiprazole combined with MECT in the treatment of in children and adolescents with first episode schizophrenia can reduce the degree of inflammation,regulate glucose and lipid metabolism,improve clinical symptoms and neurological function of children,with good safety.
6.Research hotspots and trends of functional cure of hepatitis B based on bibliometric analysis
Qi-ran ZHANG ; Bing CAO ; Ji-bin XIN ; Li-jun WU ; Yu-lei SUN ; Jun YING ; Wen-hong ZHANG
Fudan University Journal of Medical Sciences 2025;52(2):159-170
Objective To analyze the global literature related to functional cure of hepatitis B from 2019 to 2023 by using bibliometric analysis methods,so as to help researchers understand the research hotspots and trends in this field.Methods The literature related to the topic of functional cure of hepatitis B included in the Science Citation Index Expanded(SCI-Expanded)of the Web of Science Core Collection from 2019 to 2023 was searched.By using VOSviewer and CiteSpace visual analysis tools,analyses were conducted from the perspectives of publication trends,international research cooperation networks,and keyword emergence,and were elaborated with the specific contents of the related literature to elucidate research hotspots and trends.Results A total of 600 eligible papers in this field were included.Keyword co-occurrence and thematic clustering suggested that the main research directions of functional cure were:serum biomarkers for prediction and monitoring of functional cure,functional cure and immunity,nucleoside analog discontinuation,interferon therapy,and long-term prognosis of functional cure.The research contents of the ESI highly cited original research papers were similar to the clustering of the above,but showed more attention on the novel agents for functional cure.The content of the keyword emergence map showed that hotspots of interest changed from virologic mechanisms and serum markers,to nucleoside analog discontinuation and interferon therapy,and finally to immunologic mechanisms and new drug.Conclusion The research hotspots and trends of functional cure of hepatitis B were focused on virological mechanism,serum markers,immunological mechanism,nucleoside analog discontinuation,interferon therapy,and long-term prognosis after cure.
7.Full genome analysis of G4P23porcine rotavirus and its pathogenicity in suckling mice and piglets
Hui DENG ; Ran TAO ; Nan HAN ; Jianxin WANG ; Xuefan SU ; Chen WANG ; Xi CHENG ; Xianyu BIAN ; Jiapeng SONG ; Xuejiao ZHU ; Xuehan ZHANG ; Hongbo XIAO ; Jinzhu ZHOU ; Bin LI
Chinese Journal of Zoonoses 2025;41(9):902-909
To perform the phylogenetic characterization of an isolated porcine rotavirus(PoRV)and investigate its pathogenicity in suckling mice and piglets.A G4P[23]genotype PoRV strain JSJR2023 was successfully isolated from the diarrheic piglet feces through propagation in MA104 cells.The viral proliferation kinetics were analyzed using TCID50 assays,followed by complete genome sequencing through Sanger sequencing platforms.Comprehensive genotyping and phylogenetic reconstruction were conducted using MEGA7.0 with maximum likelihood algorithms.Pathogenicity was assessed in the following animal models:5-day-old C57BL/6 mice and 3-day-old piglets.Multidimensional evaluation included clinical monitoring(diarrhea scoring,growth parameters),virological detection,and histopathological analysis of intestinal tissues.The virus strain JSJR2023 could replicate efficiently in MA104 cells,achieving peak titers of 107.5 TCID50/mL.Whole genome genotype analysis showed that the strain belonged to G4-P[23]-I5-R1-C1-M1-A8-N1-T1-E1-H1.Phylogenetic analysis indicated that the VP3 and NSP4 genes of JSJR2023 strain were most closedrelated to human species rotaviruses,suggesting genetic reassortment between human and porcine RV strains.The animal experiments in suckling mice showed that the JSJR2023 strain infection caused diarrhea symptoms,intestinal edema and congestion,and shedding of intestinal villus epithelial cells.The pathogenicity experiments in piglets showed that compared with the control group,the challenged group of pig-lets had severe diarrhea symptoms,accompanied by reduced appetite and listlessness.Post-mortem examination revealed that the intes-tines were significantly thinner,congested,and filled with yellow watery contents.The challenged piglets showed typical pathological changes such as thinning of the intestinal wall and shortening and shedding of intestinal villi.In conclusion,this study successfully iso-lated a human-porcine recombinant G4P[23]PoRV strain and established the infection models in suckling mice and piglets,providing important tools for investigating the pathogenic mechanism of PoRV,evaluating vaccines and developing antiviral drug.
8.Full genome analysis of G4P23porcine rotavirus and its pathogenicity in suckling mice and piglets
Hui DENG ; Ran TAO ; Nan HAN ; Jianxin WANG ; Xuefan SU ; Chen WANG ; Xi CHENG ; Xianyu BIAN ; Jiapeng SONG ; Xuejiao ZHU ; Xuehan ZHANG ; Hongbo XIAO ; Jinzhu ZHOU ; Bin LI
Chinese Journal of Zoonoses 2025;41(9):902-909
To perform the phylogenetic characterization of an isolated porcine rotavirus(PoRV)and investigate its pathogenicity in suckling mice and piglets.A G4P[23]genotype PoRV strain JSJR2023 was successfully isolated from the diarrheic piglet feces through propagation in MA104 cells.The viral proliferation kinetics were analyzed using TCID50 assays,followed by complete genome sequencing through Sanger sequencing platforms.Comprehensive genotyping and phylogenetic reconstruction were conducted using MEGA7.0 with maximum likelihood algorithms.Pathogenicity was assessed in the following animal models:5-day-old C57BL/6 mice and 3-day-old piglets.Multidimensional evaluation included clinical monitoring(diarrhea scoring,growth parameters),virological detection,and histopathological analysis of intestinal tissues.The virus strain JSJR2023 could replicate efficiently in MA104 cells,achieving peak titers of 107.5 TCID50/mL.Whole genome genotype analysis showed that the strain belonged to G4-P[23]-I5-R1-C1-M1-A8-N1-T1-E1-H1.Phylogenetic analysis indicated that the VP3 and NSP4 genes of JSJR2023 strain were most closedrelated to human species rotaviruses,suggesting genetic reassortment between human and porcine RV strains.The animal experiments in suckling mice showed that the JSJR2023 strain infection caused diarrhea symptoms,intestinal edema and congestion,and shedding of intestinal villus epithelial cells.The pathogenicity experiments in piglets showed that compared with the control group,the challenged group of pig-lets had severe diarrhea symptoms,accompanied by reduced appetite and listlessness.Post-mortem examination revealed that the intes-tines were significantly thinner,congested,and filled with yellow watery contents.The challenged piglets showed typical pathological changes such as thinning of the intestinal wall and shortening and shedding of intestinal villi.In conclusion,this study successfully iso-lated a human-porcine recombinant G4P[23]PoRV strain and established the infection models in suckling mice and piglets,providing important tools for investigating the pathogenic mechanism of PoRV,evaluating vaccines and developing antiviral drug.
9.Research hotspots and trends of functional cure of hepatitis B based on bibliometric analysis
Qi-ran ZHANG ; Bing CAO ; Ji-bin XIN ; Li-jun WU ; Yu-lei SUN ; Jun YING ; Wen-hong ZHANG
Fudan University Journal of Medical Sciences 2025;52(2):159-170
Objective To analyze the global literature related to functional cure of hepatitis B from 2019 to 2023 by using bibliometric analysis methods,so as to help researchers understand the research hotspots and trends in this field.Methods The literature related to the topic of functional cure of hepatitis B included in the Science Citation Index Expanded(SCI-Expanded)of the Web of Science Core Collection from 2019 to 2023 was searched.By using VOSviewer and CiteSpace visual analysis tools,analyses were conducted from the perspectives of publication trends,international research cooperation networks,and keyword emergence,and were elaborated with the specific contents of the related literature to elucidate research hotspots and trends.Results A total of 600 eligible papers in this field were included.Keyword co-occurrence and thematic clustering suggested that the main research directions of functional cure were:serum biomarkers for prediction and monitoring of functional cure,functional cure and immunity,nucleoside analog discontinuation,interferon therapy,and long-term prognosis of functional cure.The research contents of the ESI highly cited original research papers were similar to the clustering of the above,but showed more attention on the novel agents for functional cure.The content of the keyword emergence map showed that hotspots of interest changed from virologic mechanisms and serum markers,to nucleoside analog discontinuation and interferon therapy,and finally to immunologic mechanisms and new drug.Conclusion The research hotspots and trends of functional cure of hepatitis B were focused on virological mechanism,serum markers,immunological mechanism,nucleoside analog discontinuation,interferon therapy,and long-term prognosis after cure.
10.Clinical Study of Aripiprazole Combined with Non-Convulsive Electroconvulsive Therapy for Children and Adolescents with First Episode Schizophrenia
Shao-dong RAN ; Dao-yang LI ; Ya-long LIU ; Bin LI ; Yi-rong CHEN
Progress in Modern Biomedicine 2025;25(12):2009-2016
Objective:To observe the clinical effect of aripiprazole combined with non-convulsive electroshock(MECT)for children and adolescents with first episode schizophrenia.Methods:94 children and adolescents with first episode schizophrenia who were admitted to Yiling Kangning Mental Hospital of Yichang from August 2022 to August 2024 were divided into control group(received aripiprazole,n=47)and study group(received aripiprazole combined with MECT,n=47)by using random number table method.The clinical efficacy,dysfunction scale[Positive and Negative Symptom Scale(PANSS),Montreal Cognitive Assessment Scale(MoCA),Wechsler Memory Scale(WMS)],glucose and lipid metabolism indexes[low density lipoprotein cholesterol(LDL-C),glycated hemoglobin(HbAlc),total cholesterol(TC),fasting blood glucose(FBG),High density lipoprotein cholesterol(HDL-C),inflammatory factor indexes[interleukin-1β(IL-1β),tumor necrosis factor-α(TNF-α),interleukin-6(IL-6)],neurocytokine levels[serum brain-derived neurotrophic factor(BDNF),s100βprotein(s100β),homocysteine(Hcy)]and the occurrence of adverse reactions were compared between the two groups.Results:Compared with the control group after treatment,the clinical total effective rate,MoCA,WMS score,HDL-C,BDNF were higher,PANSS score,HbAlc,FBG,TC,LDL-C,TNF-α,IL-1β,IL-6,s100β and Hcy were lower in the study group(P<0.05).There was no difference in the incidence of adverse reactions between the two groups(P>0.05).Conclusion:Aripiprazole combined with MECT in the treatment of in children and adolescents with first episode schizophrenia can reduce the degree of inflammation,regulate glucose and lipid metabolism,improve clinical symptoms and neurological function of children,with good safety.

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