1.Mechanisms of Mahuang Lianqiao Chixiaodoutang in Improving Obesity-type Polycystic Ovary Syndrome in Rats Based on PI3K/Akt Signaling Pathway
Shiwei HU ; Biran ZHU ; Jinrong ZHANG ; Luyao RUAN ; Ji KUANG ; Jianghuan HUA ; Zhe LIU ; Yanyue YAO ; Ji WANG ; Min ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(8):21-31
ObjectiveTo investigate the mechanisms by which Mahuang Lianqiao Chixiaodoutang (MLC) improves obesity-type polycystic ovary syndrome (PCOS) through the phosphatidylinositol 3-kinase (PI3K)/protein kinase B (Akt) signaling pathway. MethodsThirty-six female Sprague-Dawley (SD) rats were randomly divided into a blank control group (Con) and an obesity-type PCOS model preparation group. The model was induced by gavage with letrozole (1 mg·kg-1) combined with a high-fat diet (HFD). After model establishment, the obesity-type PCOS model preparation group was further divided into the model group (Mod, normal saline), metformin group (Met, 0.3 g·kg-1), low-dose MLC group (MLC-L, 4.3 g·kg-1), medium-dose MLC group (MLC-M, 8.6 g·kg-1), and high-dose MLC group (MLC-H, 17.2 g·kg-1). Active components of MLC and targets of obesity-type PCOS were screened from databases, a protein-protein interaction (PPI) network was constructed, and gene ontology(GO)and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis was performed. The gut microbiota structure was analyzed based on 16S rRNA sequencing and correlated with network pharmacology pathways. Body weight and estrous cycle were dynamically monitored. Ovarian morphology was observed by hematoxylin-eosin (HE) staining. Cell apoptosis was detected by terminal deoxynucleotidyl transferase-mediated dUTP nick-end labeling (TUNEL). Enzyme-linked immunosorbent assay (ELISA) was used to detect levels of follicle-stimulating hormone (FSH), luteinizing hormone (LH), anti-Müllerian hormone (AMH), testosterone (T), and estradiol (E2). Western blot was used to detect the protein expression levels of phosphorylated PI3K/PI3K (p-PI3K/PI3K), phosphorylated Akt/Akt (p-Akt/Akt), B-cell lymphoma-2 (Bcl-2), and Bcl-2-associated X protein (Bax). ResultsNetwork pharmacology screening identified 124 active components of MLC and 408 overlapping targets between the herbal formula and the disease. Core targets such as Akt1 and Bcl-2 were revealed. As indicated by 16S rRNA sequencing, the abundances of Lachnospiraceae, Lachnoclostridium, and Dorea were increased in the MLC groups (P<0.05), while the abundance of Veillonella was decreased (P<0.05). KEGG correlation analysis integrating network pharmacology and gut microbiota data showed significant enrichment of the PI3K/Akt signaling pathway. Animal experiments showed that, compared with the Mod group, body weight decreased to normal levels in the Met, MLC-M, and MLC-H groups. The estrous cycle became regular. The number of corpora lutea increased and cystic follicles decreased. Serum levels of T, FSH, and LH/FSH were reduced (P<0.05, P<0.01), while the E2 level was increased (P<0.01). Ovarian cell apoptosis was reduced (P<0.01), and the protein expression levels of p-PI3K/PI3K, p-Akt/Akt, and Bcl-2 in ovarian tissue were significantly increased, whereas Bax protein expression was significantly decreased (P<0.05, P<0.01). ConclusionMLC can regulate gut microbiota structure, effectively improve ovarian pathology in rats with obesity-type PCOS, and inhibit ovarian granulosa cell apoptosis. The mechanism may be associated with upregulation of the PI3K/Akt signaling pathway.
2.Mechanisms of Mahuang Lianqiao Chixiaodoutang in Improving Obesity-type Polycystic Ovary Syndrome in Rats Based on PI3K/Akt Signaling Pathway
Shiwei HU ; Biran ZHU ; Jinrong ZHANG ; Luyao RUAN ; Ji KUANG ; Jianghuan HUA ; Zhe LIU ; Yanyue YAO ; Ji WANG ; Min ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(8):21-31
ObjectiveTo investigate the mechanisms by which Mahuang Lianqiao Chixiaodoutang (MLC) improves obesity-type polycystic ovary syndrome (PCOS) through the phosphatidylinositol 3-kinase (PI3K)/protein kinase B (Akt) signaling pathway. MethodsThirty-six female Sprague-Dawley (SD) rats were randomly divided into a blank control group (Con) and an obesity-type PCOS model preparation group. The model was induced by gavage with letrozole (1 mg·kg-1) combined with a high-fat diet (HFD). After model establishment, the obesity-type PCOS model preparation group was further divided into the model group (Mod, normal saline), metformin group (Met, 0.3 g·kg-1), low-dose MLC group (MLC-L, 4.3 g·kg-1), medium-dose MLC group (MLC-M, 8.6 g·kg-1), and high-dose MLC group (MLC-H, 17.2 g·kg-1). Active components of MLC and targets of obesity-type PCOS were screened from databases, a protein-protein interaction (PPI) network was constructed, and gene ontology(GO)and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis was performed. The gut microbiota structure was analyzed based on 16S rRNA sequencing and correlated with network pharmacology pathways. Body weight and estrous cycle were dynamically monitored. Ovarian morphology was observed by hematoxylin-eosin (HE) staining. Cell apoptosis was detected by terminal deoxynucleotidyl transferase-mediated dUTP nick-end labeling (TUNEL). Enzyme-linked immunosorbent assay (ELISA) was used to detect levels of follicle-stimulating hormone (FSH), luteinizing hormone (LH), anti-Müllerian hormone (AMH), testosterone (T), and estradiol (E2). Western blot was used to detect the protein expression levels of phosphorylated PI3K/PI3K (p-PI3K/PI3K), phosphorylated Akt/Akt (p-Akt/Akt), B-cell lymphoma-2 (Bcl-2), and Bcl-2-associated X protein (Bax). ResultsNetwork pharmacology screening identified 124 active components of MLC and 408 overlapping targets between the herbal formula and the disease. Core targets such as Akt1 and Bcl-2 were revealed. As indicated by 16S rRNA sequencing, the abundances of Lachnospiraceae, Lachnoclostridium, and Dorea were increased in the MLC groups (P<0.05), while the abundance of Veillonella was decreased (P<0.05). KEGG correlation analysis integrating network pharmacology and gut microbiota data showed significant enrichment of the PI3K/Akt signaling pathway. Animal experiments showed that, compared with the Mod group, body weight decreased to normal levels in the Met, MLC-M, and MLC-H groups. The estrous cycle became regular. The number of corpora lutea increased and cystic follicles decreased. Serum levels of T, FSH, and LH/FSH were reduced (P<0.05, P<0.01), while the E2 level was increased (P<0.01). Ovarian cell apoptosis was reduced (P<0.01), and the protein expression levels of p-PI3K/PI3K, p-Akt/Akt, and Bcl-2 in ovarian tissue were significantly increased, whereas Bax protein expression was significantly decreased (P<0.05, P<0.01). ConclusionMLC can regulate gut microbiota structure, effectively improve ovarian pathology in rats with obesity-type PCOS, and inhibit ovarian granulosa cell apoptosis. The mechanism may be associated with upregulation of the PI3K/Akt signaling pathway.
3.Analysis of depressive symptoms and associated factors among junior and senior high school students in Beijing from 2019 to 2023
Chinese Journal of School Health 2026;47(1):60-64
Objective:
To investigate the prevalence and associated factors of depressive symptoms among junior and senior high school students in Beijing from 2019 to 2023, in order to provide a scientific basis for interventions targeting high risk groups.
Methods:
From 2019 to 2023, a stratified cluster random sampling method was used to select 88 927 junior and senior high school students from 16 districts in Beijing. The Center for Epidemiologic Studies Depression Scale(CES-D) was conducted to assess depressive symptoms. The Chi square test was used to compare the detection rates of depressive symptoms among different student groups, and the trend Chi square test was employed for trend analysis of detection rates across the years. Multivariate Logistic regression analysis was applied to examine the association between the detection of depressive symptoms and related factors among junior and senior high school students.
Results:
From 2019 to 2023, the prevalence rates of depressive symptoms among junior and senior high school students in Beijing were 20.45%, 18.19%, 16.64%, 17.89% and 18.17%, respectively, with an overall downward trend ( χ 2 trend =27.51, P <0.01). Multivariate Logistic regression analysis revealed that after adjusting for gender, monitoring year, educational stage,family structure,boarding status and has taken a medical leave of absence in the past year unhealthy dietary behaviors ( OR=1.80, 95%CI =1.73-1.87), physical inactivity ( OR=1.24, 95%CI =1.19-1.29), try smoking ( OR=1.46, 95%CI =1.35-1.58), try alcohol( OR=1.96, 95%CI =1.88-2.05), Internet addiction ( OR=3.88, 95%CI =3.57-4.22), and adverse ear related behavior ( OR=1.82, 95%CI =1.71-1.93) were all associated with an increased risk of depressive symptoms among junior and senior high school students (all P <0.05).
Conclusions
The prevalence depression symptoms among middle school students in Beijing showed a fluctuating downward trend from 2019 to 2023. Targeted interventions should be adopted to reduce the occurrence of depression symptoms among junior and senior high school students.
4.Trends of changes in classroom lighting and illumination of primary and secondary schools in Beijing from 2016 to 2023
Chinese Journal of School Health 2026;47(1):134-139
Objective:
To understand the trends of classroom lighting and illumination of primary and secondary schools in Beijing from 2016 to 2023, so as to provide a scientific basis for targeted improvement measures.
Methods:
A sampling survey was conducted on the lighting and illumination indicators of 8 390 classrooms in primary and secondary schools in Beijing from 2016 to 2023. The survey included classroom daylight factor, window to floor area ratio, average illuminance and illuminance uniformity on the desks, average illuminance and illuminance uniformity on blackboards, as well as classroom lighting and blackboard illumination sources. Intergroup comparisons were performed using the Kruskal-Wallis H test and the Chi square test, and Spearman correlation analysis was used to examine the trend of classroom lighting and illumination changes.
Results:
Except the window to floor area ratio, the measured values and compliance rates of all lighting and illumination indicators showed an overall upward trend from 2016 to 2023 (daylight factor r = 0.27, χ 2 trend =206.80, average illuminance on the desk surface r =0.30, χ 2 trend =87.97, illuminance uniformity on the desk surface r =0.14, χ 2 trend =73.59, average illuminance on the blackboard r =0.33, χ 2 trend =477.43, illuminance uniformity on the blackboard r = 0.09, χ 2 trend =50.76) (all P <0.01). The lighting and illumination indicators of classrooms (included classroom daylight factor, average illuminance and illuminance uniformity on the desks, average illuminance and illuminance uniformity on blackboards) in urban schools, primary schools, and secondary schools from 2016 to 2023 showed an upward trend (urban r =0.23-0.40, χ 2 trend =88.66-392.18; primary school r =0.12-0.36, χ 2 trend =39.50-281.44; secondary schools r =0.06-0.31, χ 2 trend =11.79-213.73) (all P < 0.01 ). The illuminance uniformity on the blackboard in suburban schools showed a downward trend ( r = -0.09, χ 2 trend =31.53, both P <0.01). The illuminance uniformity on the desk surface in suburban schools showed no significant change ( r =0.03, χ 2 trend =1.23, both P >0.05). The other indicators showed an upward trend (daylight factor r =0.28, χ 2 trend =40.69, average illuminance on the desk surface r =0.24, χ 2 trend =16.35, average illuminance on the blackboard r =0.25, χ 2 trend =118.05, all P <0.01). The trends of classroom and blackboard illumination sources were that fluorescent lamps decreased year by year and LED lamps increased by year (classroom illumination sources χ 2 trend =1 059.82, blackboard illumination sources χ 2 trend =1 070.25, both P <0.01).
Conclusions
The classroom lighting and illumination in primary and secondary schools in Beijing has shown an overall improving trend from 2016 to 2023. However, problems remain, such as limited improvement of illuminance uniformity indicators, late start and poor effect of reconstruction in suburban schools. Further improvements are still needed.
5.Association of Rapidly Elevated Plasma Tau Protein With Cognitive Decline in Patients With Amnestic Mild Cognitive Impairment and Alzheimer’s Disease
Che-Sheng CHU ; Yu-Kai LIN ; Chia-Lin TSAI ; Yueh-Feng SUNG ; Chia-Kuang TSAI ; Guan-Yu LIN ; Chien-An KO ; Yi LIU ; Chih-Sung LIANG ; Fu-Chi YANG
Psychiatry Investigation 2025;22(2):130-139
Objective:
Whether elevation in plasma levels of amyloid and tau protein biomarkers are better indicators of cognitive decline than higher baseline levels in patients with amnestic mild cognitive impairment (aMCI) and Alzheimer’s disease (AD) remains understudied.
Methods:
We included 67 participants with twice testing for AD-related plasma biomarkers via immunomagnetic reduction (IMR) assays (amyloid beta [Aβ]1-40, Aβ1-42, total tau [t-Tau], phosphorylated tau [p-Tau] 181, and alpha-synuclein [α-Syn]) and the Mini-Mental State Examination (MMSE) over a 1-year interval. We examined the correlation between biomarker levels (baseline vs. longitudinal change) and annual changes in the MMSE scores. Receiver operating characteristic curve analysis was conducted to compare the biomarkers.
Results:
After adjustment, faster cognitive decline was correlated with lower baseline levels of t-Tau (β=0.332, p=0.030) and p-Tau 181 (β=0.369, p=0.015) and rapid elevation of t-Tau (β=-0.330, p=0.030) and p-Tau 181 levels (β=-0.431, p=0.004). However, the levels (baseline and longitudinal changes) of Aβ1-40, Aβ1-42, and α-Syn were not correlated with cognitive decline. aMCI converters had lower baseline levels of p-Tau 181 (p=0.002) but larger annual changes (p=0.001) than aMCI non-converters. The change in p-Tau 181 levels showed better discriminatory capacity than the change in t-Tau levels in terms of identifying AD conversion in patients with aMCI, with an area under curve of 86.7% versus 72.2%.
Conclusion
We found changes in p-Tau 181 levels may be a suitable biomarker for identifying AD conversion.
6.The regulatory effect of Xiaoyaosan on the polarization of hippocampal microglia in depressive model mice
Zilong LUO ; Luoyi KUANG ; Tiezhu YANG ; Gaoyuan LIU ; Qing JIA ; Minzhi WANG ; Yan LIU
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(5):388-396
Objective:To study the relationship between the polarization state of hippocampal microglia and depression-like behavior in mice and the regulatory effect of Xiaoyaosan.Methods:Sixty female BALB/C mice were randomly divided into control group, model group, Xiaoyaosan group and fluoxetine group according to the random number method with 15 in each group. Except for control group, the mice in the other 3 groups received chronic restraint stress for 21 days to establish the depressive model. The mice in the Xiaoyaosan group and fluoxetine group were gavaged with Xiaoyaosan(28.06 g/kg) and fluoxetine(3.03 mg/kg) respectively, while the mice in control and model groups received the same volume of 0.9% NaCl solution. Mouse behaviors were evaluated by sucrose preference test and elevated plus maze test.ELISA was used to detect the contents of 5-hydroxytryptamine(5-HT), dopamine(DA) in serum and transforming growth factor-β1(TGF-β1), interleukin-10(IL-10), tumor necrosis factor-α(TNF-α) and interleukin-6(IL-6) in the hippocampus. Immunohistochemistry was used to detect inducible nitric oxide synthase(iNOS) and arginase-1(Arg-1) expression.Western blot was used to detect the protein levels of iNOS, Arg-1, CD86 and CD206. The mRNA expression of iNOS and Arg-1 in hippocampus was detected by qRT-PCR. The pathological changes of hippocampus were observed by HE staining.SPSS 27.0 software was used to analyze the data. One-way ANOVA was used for comparison among multiple groups, and LSD test was used for pairwise comparison.Results:(1) There were significant differences in sucrose preference among the 4 groups ( F=46.62, P<0.05).The sucrose preference of model group was lower than that of the control group ( P<0.05), while the sucrose preference of Xiaoyaosan group was higher than that of the model group ( P<0.05).There were significant differences in the number of open arm entries and residence time in the elevated plus maze test among the 4 groups ( F=24.63, 26.94, both P<0.05). The number of open arm entries and residence time in model group ((1.80±1.48)times, (6.19±1.67)s) were lower than those of the control group ((9.80±1.64)times, (56.81±2.75)s)) (both P<0.05). The number of open arm entries and residence time in Xiaoyaosan group ((6.80±0.84)times, (29.59±7.72)s) were significantly higher than model group(both P<0.05).(2) There were significant differences in serum 5-HT and DA levels among the 4 groups ( F=33.27, 76.03, both P<0.05). The serum 5-HT and DA levels in the model group were lower than those of the control group (both P<0.05).The serum 5-HT and DA levels in the Xiaoyaosan group were higher than those of model group (both P<0.05).(3)There were significant differences in the contents of TGF-β1, IL-10, TNF-α and IL-6 in the hippocampus of 4 groups ( F=31.93, 64.01, 25.74, 28.14, all P<0.05). The contents of TGF-β1 and IL-10 in the model group were lower than those of the control group, while the contents of TNF-α and IL-6 were higher (all P<0.05). Compared with the model group, the contents of TGF-β1 and IL-10 in Xiaoyaosan group ( TGF-β1: (30.40±1.56)pg/mL vs (23.77±2.24) pg/mL; IL-10: ((233.94±11.38)pg/mL) vs (130.46±15.34) pg/mL) were higher, and the contents of TNF-α ((73.35±1.51)ng/mL vs (85.89±4.52)pg/mL) and IL-6 (66.15±2.96)pg/mL vs (76.01±1.59)pg/mL) )were lower (all P<0.05).(4)The results of qRT-PCR, immunohistochemistry and Western blot all showed that there were significant differences in mRNA and protein levels of iNOS ( F=41.92, 20.78, 9.27, all P<0.05) and Arg-1 ( F=27.24, 24.23, 6.49, all P<0.05) in the hippocampus among the 4 groups of mice. The mRNA and protein levels of iNOS of the model group were higher than those in the control group (both P<0.05), while the mRNA and protein levels of Arg-1 were lower than those in the control group(both P<0.05).The mRNA and protein levels of iNOS in the Xiaoyaosan group were lower than those in the model group (both P<0.05), while the mRNA and protein levels of Arg-1 were higher than model group(both P<0.05).(5) The expressions of CD206 and CD86 in hippocampus of the 4 groups were significantly different ( F=86.14, 24.02, both P<0.05). Compared with the control group, the model group had a higher expression of CD86 in the hippocampus and a lower expression of CD206 (both P<0.05).Compared with the model group, the CD86 of Xiaoyaosan group was lower, while CD206 was higher (both P<0.05). (6) The HE staining results showed that the cells in the hippocampal CA1 region of the model group mice exhibited disordered arrangement, fewer cells, larger intercellular space, unclear boundary and other changes.The morphology of the cells in the Xiaoyaosan group was improved compared to the model group. Conclusion:Xiaoyaosan can inhibit M1 activation of microglia and neuronal damage in the hippocampus of mice caused by chronic restraint stress, exerting neuroprotective effects and improving depressive behavior in mice.
7.Preliminary clinical study of miniprobe echoendoscope combined with balloon dilation in the treatment of refractory benign esophageal stenosis
Jing TANG ; Zhiqiang YI ; Qiaomu LUO ; Tao WU ; Dan YANG ; Jing KUANG ; Aimin LIU
China Journal of Endoscopy 2025;31(3):1-6
Objective To explore the clinical value of mini-incision combined with balloon dilatation under the guidance of miniprobe echoendoscope in the treatment of refractory benign esophageal stenosis.Methods From October 2019 to October 2023,30 cases of esophageal early cancer with esophageal scar stenosis after endoscopic submucosal dissection(ESD)were selected and randomly divided into study group(miniprobe echoendoscope guided small incision+balloon dilatation,15 cases)and control group[esophageal radial incision(ERI),15 cases],EUS in the study group judged the hierarchical structure of esophageal wall before operation,and excluded those with esophageal cancer recurrence and submucosal invasive growth.According to miniprobe echoendoscope,the length of scar segment and the scope of scar ring lumen were defined,and the location and length of pre-incision were defined,and then balloon was used to expand step by step.The short-term postoperative complications,Stooler dysphagia scale score and restenosis rate of the two groups were observed,and the feasibility,safety and efficacy were evaluated.Results The incidence of short-term postoperative complications 6.7%in the study group was significantly lower than that 46.7%in the control group,the difference was statistically significant(P<0.05),and the Stooler dysphagia scale score were(1.133±0.990)and(1.600±0.737)in the study group at 1 and 2 months after operation with significantly lower than those(2.067±1.033)and(2.467±0.915)in the control group,the differences were statistically significant(P<0.05).Two months after operation,the restenosis rate was 13.3%,which was significantly lower than that 46.7%of the control group,the difference was statistically significant(P<0.05),and the scar thickness under miniprobe echoendoscope(2.113±0.887)mm was significantly thinner than that(3.353±1.468)mm of the control group,the difference was statistically significant(P<0.05).Conclusion Preoperative miniprobe echoendoscope evaluation,can accurately locate lesions,endoscopic mini-incision combined with balloon mechanical expansion are safe and effective,with less pain and fewer postoperative complication.
8.Design and realization of VR-based air evacuation training system
Cheng-ye ZHANG ; Fa-lin LI ; Hui ZHANG ; Yu-dong MA ; Wen KUANG ; Tai-feng LIU ; Yu-jie MA ; Jun WANG ; Xiao-jiao LYU ; Yan ZHOU
Chinese Medical Equipment Journal 2025;46(3):15-20
Objective To design a VR-based air evacuation training system for simulating the on-board medical treatment process during air evacuation.Methods A VR-based air evacuation training system was developed which used 3D modeling technology to construct models of the medical aircraft cabin,medical devices and virtual characters to achieve scene interaction.The hardware part of the system included server computers,training terminal computers,VR equipment,3D fusion projection equipment,motion capture equipment,etc.The software of the system was developed using C++,UE4 Blueprint and C# programming languages,including two modules for medical treatment unit and medical treatment training process evaluation.The efficacy of the system was verified by the trials in air evacuation.Results The system developed successfully simulated the scenarios of tracheal tube dislodgement and increased intracranial pressure in the scenario model of open severe craniocerebral injury.The expert evaluation showed that the system gained advantages in training efficiency,low cost,safety,sense of immersion and recorded the operation data in real time to optimize the follow-up training.Conclusion The system developed delivers a virtual training environment with high-fidelity replication of real-mission conditions,enabling whole-course and immersive air evacuation drills.[Chinese Medical Equipment Journal,2025,46(3):15-20]
9.Gastrodin inhibits ferroptosis to alleviate hypoxic-ischemic brain damage in neonatal mice by activating GPX4/SLC7A11/FTH1 signaling.
Tao GUO ; Bolin CHEN ; Jinsha SHI ; Xianfeng KUANG ; Tengyue YU ; Song WEI ; Xiong LIU ; Rong XIAO ; Juanjuan LI
Journal of Southern Medical University 2025;45(10):2071-2081
OBJECTIVES:
To evaluate the therapeutic effect of gastrodin against hypoxic-ischemic brain damage (HIBD) in neonatal mice and explore the role of GPX4/SLC7A11/FTH1 signaling in mediating its effect.
METHODS:
Twenty-four 9- to 11-day-old C57BL/6J mice were randomized equally into 4 groups for sham operation, HIBD modeling by right common carotid artery ligation and subsequent exposure to hypoxia for 1 h, or gastrodin treatment at 100 or 200 mg/kg before and at 1 and 2 days after modeling. The mice then underwent neurological assessment (Zea-Longa scores), and the cerebral cortical penumbra tissue were collected for HE and Nissl staining, detection of ferroptosis biomarkers and protein expressions of GPX4, SLC7A11, and FTH1 with Western blotting and immunofluorescence co-localization, and observation of mitochondrial ultrastructure with electron microscopy. In cultured HT22 neuronal cells with oxygen-glucose deprivation (OGD) for 2 h, the effects of pretreatments with 0.5 mmol/L gastrodin, 10 μmol/L RSL3 (a GPX4 inhibitor), alone or in combination, were analyzed on expressions of ferroptosis-related proteins, cellular Fe²⁺, ROS, lipid peroxidation, MDA, and GSH levels, mitochondrial membrane potential (JC-1), and cell viability.
RESULTS:
Gastrodin treatment at the two doses both significantly ameliorated HIBD and neurological deficits of the mice, reduced mitochondrial damage and Fe²⁺, MDA and ROS levels, increased GSH level, and upregulated GPX4, SLC7A11, and FTH1 protein expressions. In HT22 cells, gastrodin pretreatment obviously attenuated OGD-induced ferroptosis and improved cell viability and mitochondrial function. Co-treatment with RSL3 potently abrogated the inhibitory effects of gastrodin on Fe²⁺, ROS, BODIPY-C11, and MDA levels and attenuated its protective effects on GSH level, cell viability, and mitochondrial membrane potential.
CONCLUSIONS
Gastrodin provides neuroprotective effects in neonatal mice with HIBD by suppressing neuronal ferroptosis via upregulating the GPX4/SLC7A11/FTH1 signaling pathway.
Animals
;
Ferroptosis/drug effects*
;
Hypoxia-Ischemia, Brain/drug therapy*
;
Mice
;
Mice, Inbred C57BL
;
Signal Transduction/drug effects*
;
Phospholipid Hydroperoxide Glutathione Peroxidase
;
Glucosides/pharmacology*
;
Animals, Newborn
;
Benzyl Alcohols/pharmacology*
;
Amino Acid Transport System y+/metabolism*
10.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
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Environmental Exposure/analysis*
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Linear Models
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Nutrition Surveys
;
Environmental Pollutants
;
Body Mass Index


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