1.Analysis of depressive symptoms and predictive factors in children and adolescents in Inner Mongolia Autonomous Region
Guiwei CHEN ; Lu TONG ; Ziyu LI ; Xiaojuan GAO ; Ruiqi WANG ; Xiaolu ZHANG ; Le LIU ; Yinxia BAI
Sichuan Mental Health 2026;39(1):83-88
BackgroundIn recent years, the incidence of depression among adolescents has been increasing steadily, posing a serious threat to their physical and mental health and even leading to severe consequences such as self-harm and suicide. At the same time, the detection rate of subclinical depression symptoms among adolescents is even higher. Although these symptoms do not meet the clinical diagnostic criteria, they have significantly affected their quality of life, and their persistence over time may further develop into depression. Therefore, in-depth exploration of adolescent depression symptoms and the predictive factors holds significant practical significance and research value. However, up to now, no large-scale investigation and research on depression symptoms among children and adolescents has been conducted in Inner Mongolia Autonomous Region. ObjectiveTo understand the prevalence of depressive symptoms among children and adolescents in Inner Mongolia Autonomous Region, in order to provide references for formulating scientific and effective prevention strategies and intervention measures. MethodsBy using the cluster stratified random sampling method, 6 281 students from the third grade of primary school to the second grade of high school in 12 leagues and cities of Inner Mongolia Autonomous Region were selected in March 2024. A self-designed questionnaire and the Self-rating Depression Scale (SDS) were used for on-site investigation. ResultsA total of 6 058 (96.45%) children and adolescents completed the valid questionnaire survey, and 2 728 cases (45.03%) were found to have depressive symptoms. There were statistically significant differences in the detection rates of depressive symptoms among children and adolescents of different genders, ages, whether they were only children, different family types, family monthly income, parents' educational levels, and whether the mother was employed (χ2=33.769, 40.618, 48.593, 29.972, 142.648, 195.999, 168.190, 5.445, P<0.05 or 0.01).The results of the Logistic regression analysis showed that for children and adolescents, being female, aged between 12 and 16, over 16 years old, not being an only child, living in a reconstituted family, having a monthly family income of less than 5 000 yuan, and having parents with an education level of primary school or below were predictors of depressive symptoms (OR=1.241, 1.427, 1.273, 1.177, 1.549, 1.278, 1.462, 1.417, 1.514, 1.929, 1.660, 1.528, P<0.05 or 0.01). ConclusionThe detection rate of depressive symptoms among children and adolescents in Inner Mongolia Autonomous Region is relatively high. Factors that may predict depressive symptoms in children and adolescents include female gender, ages between 12 and 16, ages over 16 years old, non-only children, families with a restructured structure, monthly family income of less than 5 000 yuan, and parents with an education level of primary school or below. [Funded by Science and Technology Planning Project of the Inner Mongolia Autonomous Region (number, 2022YFSH0119)]
2.Material Basis of Anti-Inflammatory Efficacy and Mechanism of Action of Bushen Tongdu Prescription Based on UPLC-LTQ-Orbitrap-MS and Network Pharmacology
Yan RONG ; Lulu JING ; Hongping HOU ; Huijun WANG ; Lihua CHEN ; Yunxin CHEN ; Liang LI ; Li LIN ; Xiaoqin LUO ; Haiyu ZHAO ; Xiaolu WEI
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):152-161
ObjectiveThis paper aims to investigate the material basis of the anti-inflammatory efficacy and mechanism of action of Bushen Tongdu prescription (BSTDP). MethodsThe chemical components of BSTDP and its blood-absorbed components in vivo were systematically identified by using ultra-performance liquid chromatography-linear ion trap-electrostatic field orbitrap high-resolution mass spectrometry (UPLC-LIT-Orbitrap-MS). Network pharmacology was employed to screen blood-absorbed bioactive components and potential targets of this formula. A protein-protein interaction (PPI) network of core targets was constructed to conduct enrichment analysis. Molecular docking was further utilized to verify the binding affinity between key components and targets. The inflammatory model was established and verified in vivo by using a transgenic zebrafish Tg (mpx: GFP). At three days post-fertilization (3 dpf), larvae of zebrafish were randomly assigned to blank group, model group, positive drug dexamethasone acetate group (75 μmol·L-1), and BSTDP groups with low, medium, and high doses (500, 1 000, and 2 000 mg·L-1). The distribution and quantity of neutrophils in the yolk sac region were observed under a fluorescence microscope. The mRNA expression levels of key genes in the toll-like receptor 4 (TLR4)/myeloid differentiation factor 88 (MyD88)/nuclear factor kappa-B (NF-κB) signaling pathway and inflammatory factors including interleukin (IL)-1β, IL-6, and tumor necrosis factor-α (TNF-α) were detected by Real-time quantitative polymerase chain reaction (Real-time PCR). ResultsA total of 120 chemical components were identified in BSTDP, among which 26 original components were confirmed by using serum pharmacochemical methods. A total of 227 common targets linking rheumatoid arthritis (RA) and the blood-absorbed components were screened by network pharmacology. It is suggested that pseudobrucine, vomicine, sinapine, rehmannioside, cinnamyl alcohol glycoside, and methylephedrine exert anti-inflammatory effects by acting on core targets including protein kinase B1 (Akt1), signal transducer and activator of transcription 3 (STAT3), tumor necrosis factor (TNF), TLR4, mitogen-activated protein kinase 14 (MAPK14), and phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit α (PIK3CA), thereby modulating multiple signaling pathways such as TLR4 and NF-κB. In vivo verification in zebrafish demonstrates that the maximum tolerable concentration of Bushen Tongdu Formula is 2 000 mg·L-1. Compared to those in the blank group, zebrafish in the model group showed a significantly higher number of neutrophils in the yolk sac region (P<0.01) and rising mRNA levels of TLR4, MyD88, NF-κB, TNF-α, IL-6, and IL-1β (P<0.01). Compared to that in the model group, the number of neutrophils was significantly reduced in BSTDP groups with medium and high doses, as well as the dexamethasone acetate group (P<0.05, P<0.01). There was no statistically significant difference in the low dose group. The mRNA expression levels of TLR4, MyD88, NF-κB, TNF-α, IL-6, and IL-1β were significantly down-regulated (P<0.05, P<0.01). ConclusionThis paper identifies the material basis of the efficacy of BSTDP, demonstrating that the formula can exert an anti-inflammatory effect through the TLR4/MyD88/NF-κB signaling pathway. The results provide scientific experimental evidence for its further clinical application.
3.Material Basis of Anti-Inflammatory Efficacy and Mechanism of Action of Bushen Tongdu Prescription Based on UPLC-LTQ-Orbitrap-MS and Network Pharmacology
Yan RONG ; Lulu JING ; Hongping HOU ; Huijun WANG ; Lihua CHEN ; Yunxin CHEN ; Liang LI ; Li LIN ; Xiaoqin LUO ; Haiyu ZHAO ; Xiaolu WEI
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):152-161
ObjectiveThis paper aims to investigate the material basis of the anti-inflammatory efficacy and mechanism of action of Bushen Tongdu prescription (BSTDP). MethodsThe chemical components of BSTDP and its blood-absorbed components in vivo were systematically identified by using ultra-performance liquid chromatography-linear ion trap-electrostatic field orbitrap high-resolution mass spectrometry (UPLC-LIT-Orbitrap-MS). Network pharmacology was employed to screen blood-absorbed bioactive components and potential targets of this formula. A protein-protein interaction (PPI) network of core targets was constructed to conduct enrichment analysis. Molecular docking was further utilized to verify the binding affinity between key components and targets. The inflammatory model was established and verified in vivo by using a transgenic zebrafish Tg (mpx: GFP). At three days post-fertilization (3 dpf), larvae of zebrafish were randomly assigned to blank group, model group, positive drug dexamethasone acetate group (75 μmol·L-1), and BSTDP groups with low, medium, and high doses (500, 1 000, and 2 000 mg·L-1). The distribution and quantity of neutrophils in the yolk sac region were observed under a fluorescence microscope. The mRNA expression levels of key genes in the toll-like receptor 4 (TLR4)/myeloid differentiation factor 88 (MyD88)/nuclear factor kappa-B (NF-κB) signaling pathway and inflammatory factors including interleukin (IL)-1β, IL-6, and tumor necrosis factor-α (TNF-α) were detected by Real-time quantitative polymerase chain reaction (Real-time PCR). ResultsA total of 120 chemical components were identified in BSTDP, among which 26 original components were confirmed by using serum pharmacochemical methods. A total of 227 common targets linking rheumatoid arthritis (RA) and the blood-absorbed components were screened by network pharmacology. It is suggested that pseudobrucine, vomicine, sinapine, rehmannioside, cinnamyl alcohol glycoside, and methylephedrine exert anti-inflammatory effects by acting on core targets including protein kinase B1 (Akt1), signal transducer and activator of transcription 3 (STAT3), tumor necrosis factor (TNF), TLR4, mitogen-activated protein kinase 14 (MAPK14), and phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit α (PIK3CA), thereby modulating multiple signaling pathways such as TLR4 and NF-κB. In vivo verification in zebrafish demonstrates that the maximum tolerable concentration of Bushen Tongdu Formula is 2 000 mg·L-1. Compared to those in the blank group, zebrafish in the model group showed a significantly higher number of neutrophils in the yolk sac region (P<0.01) and rising mRNA levels of TLR4, MyD88, NF-κB, TNF-α, IL-6, and IL-1β (P<0.01). Compared to that in the model group, the number of neutrophils was significantly reduced in BSTDP groups with medium and high doses, as well as the dexamethasone acetate group (P<0.05, P<0.01). There was no statistically significant difference in the low dose group. The mRNA expression levels of TLR4, MyD88, NF-κB, TNF-α, IL-6, and IL-1β were significantly down-regulated (P<0.05, P<0.01). ConclusionThis paper identifies the material basis of the efficacy of BSTDP, demonstrating that the formula can exert an anti-inflammatory effect through the TLR4/MyD88/NF-κB signaling pathway. The results provide scientific experimental evidence for its further clinical application.
4.Effects of total flavonoids from Carthamus tinctorius L. on hepatic stellate cell activation based on miRNA-204/NUAK1/Hippo signaling axis
Mingqi LI ; Xiaolu ZHAO ; Chenlu ZHANG ; Yinghe WANG ; Yuehong MA
China Pharmacy 2026;37(3):311-316
OBJECTIVE To investigate the effects of total flavonoids from Carthamus tinctorius L. (TFCTL) on hepatic stellate cell (HSC) activation based on the microRNA (miRNA)-204/NUAK family SNF1-like kinase 1 (NUAK1)/Hippo signaling axis, thereby elucidating the potential mechanism underlying their antifibrotic effects. METHODS The HSC-T6 cells were divided into control group, model group, TFCTL low-concentration group (20 μg/mL), TFCTL medium-concentration group (40 μg/mL), and TFCTL high-concentration group (60 μg/mL). Except for control group, the remaining groups were treated with 5 ng/mL of transforming growth factor-β to induce the activation of hepatic stellate cells, followed by the addition of corresponding drug solutions/culture medium and incubation for 24 hours. Cell apoptosis was assessed, the expression levels of α-smooth muscle actin (α-SMA), type Ⅰ collagen (Collagen Ⅰ) and proteins associated with the Hippo/Yes-associated protein (YAP) pathway [YAP, large tumor suppressor kinase 1 (LATS1), and mammalian STE20-like kinase 1 (MST1)] were detected. Additionally, cell transfection was used to investigate the activity of the miRNA-204/NUAK1/Hippo signaling axis at both the genetic and protein levels. RESULTS After intervention with TFCTL, the apoptosis rate of HSC-T6 cells and the protein expressions of MST1 (except for the TFCTL high-concentration group) and LATS1 were significantly increased (P<0.05), while the protein expressions of α-SMA, CollagenⅠ, and YAP (except for the TFCTL medium-concentration group) were significantly decreased (P<0.05). Further results from cell transfection experiments revealed that after transfection with miRNA-204 mimics, the mRNA it’s protein expressions of α-SMA, CollagenⅠ, NUAK1, and YAP in HSC-T6 cells were significantly decreased (P<0.05), while the mRNA and protein expressions of LATS1 and the mRNA expression of MST1 were significantly increased (P<0.05). Conversely, the results were opposite following transfection with miRNA-204 inhibitors. CONCLUSIONS TFCTL can exert anti-hepatic fibrosis effects by up-regulating the expression of miRNA-204, thereby down- regulating the expressions of NUAK1, inactivating the Hippo/YAP pathway, which in turn suppresses the activation of HSC and promotes their apoptosis.
5.Prognostic analysis of genes related to pyroptosis in prostate cancer cells and the regulatory role of NLRP1
Xiaolu MA ; Jiaqin CHEN ; Junlong FENG ; Qi ZHAO ; Bin WANG
Journal of Modern Urology 2025;30(1):73-81
[Objective] To analyze the prognostic value of prostate cancer (PCa) pyroptosis-related genes (PRGs) using gene expression databases and to explore the regulatory mechanism of nucleotidebinding oligomerization domain-like receptor containing pyrin domain 1 (NLRP1) in the pyroptosis of PCa cells. [Methods] Fragments per kilobase of exon model per million reads mapped (FPKM) data and clinical information from PCa and adjacent tissues from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) were obtained. Differentially expressed PRGs between PCa and adjacent tissues, classified subtypes and plotted survival curves were analyzed. Univariate Cox regression analysis, least absolute shrinkage and selection operator (LASSO) regression analysis were conducted to screen prognosis-related PRGs, risk scores were calculated, and a prognostic risk model was constructed and validated. Patients were divided into high and low risk groups based on the median risk scores from the training and validation sets, and gene ontology (GO) enrichment and kyoto encyclopedia of genes and genomes (KEGG) analysis were conducted on differentially expressed PRGs. Quantitative real-time polymerase chain reaction (qRT-PCR) was used to detect the expression level of NLRP1 in PCa cell lines, and pyroptosis was induced in DU145 and LNCaP cells while morphological changes were observed. Western blot (WB) was performed to detect the expression of pyroptosis-related molecules. [Results] A total of 6 prognostic-related PRGs were obtained, including CHMP4C, CYCS, GPX4, GSDMB, NLRP1, and PLCG1. The risk score was positively correlated with the risk of recurrence but negatively correlated with the progression-free survival (P<0.001). The area under the receiver operating characteristic curves (AUCs) for the training set at 1, 3, and 5 years were 0.769 (95%CI: 0.652-0.878), 0.804 (95%CI: 0.736-0.882), and 0.772 (95%CI: 0.631-0.905), respectively, while those for the validation set were 0.731 (95%CI: 0.647-0.826), 0.753 (95%CI: 0.674-0.818), and 0.763 (95%CI: 0.626-0.849), respectively. Differences in expression levels of the 6 PRGs were observed between the high and low risk groups in both the training and validation sets (P<0.05). Cox regression analysis showed that T stage, prostate specific antigen (PSA), Gleason grade, and risk score were independent predictors of PCa prognosis (P<0.05). Differences in risk scores were observed among patients of different ages, T stages, and Gleason grades (P<0.05). NLRP1 was found to be lowly expressed in PCa cell lines and was involved in the regulation of pyroptosis in DU145 and LNCaP cells. [Conclusion] The prognostic risk model constructed based on PRGs has a certain predictability for the prognosis of PCa patients, and NLRP1 may be involved in the regulation of pyroptosis in PCa cells.
6.Clinical characteristics and risk factors for adverse outcomes in omphalocele
Wei SHI ; Mingyu HAN ; Zheng CHEN ; Xiaoying CHENG ; Junjin CHEN ; Peng WANG ; Jinfa TOU ; Liping SHI ; Xiaolu MA
Chinese Journal of Pediatrics 2025;63(1):43-49
Objective:To investigate the clinical characteristics of omphalocele, and to assess the risk factors associated with adverse outcomes.Methods:A retrospective cohort study was conducted. Clinical data of 224 patients diagnosed with omphalocele, who were hospitalized at Children′s Hospital, Zhejiang University School of Medicine from January 2013 to December 2022, were collected. Based on their discharge outcomes, the patients were classified into 2 groups: favorable outcomes and unfavorable outcomes. Chi-square test or continuity correction χ2 test or Fisher exact probability method, and Mann-Whitney U test were used for intergroup comparisons. Logistic regression analysis was performed to identify risk factors associated with adverse outcomes in omphalocele. Results:Among the 224 patients with omphalocele, 126 were male. A total of 208 patients (92.9%) had favorable outcomes, while 16 patients (7.1%) had unfavorable outcomes. In the unfavorable outcomes group, 14 patients had giant omphaloceles, while 100 patients had giant omphaloceles in the favorable outcomes group. The rates of herniation of more than two intra-abdominal organs in the hernial sac, congenital heart defects, patent ductus arteriosus, pulmonary hypertension, sepsis and infection of the hernial sac, were all higher in the unfavorable outcomes group compared to the favorable outcomes group (all P<0.05). Patients with unfavorable outcomes had longer mechanical ventilation time, duration of oxygen use, duration of parenteral nutrition, hospital stays, and higher rates of parenteral nutrition-associated cholestasis compared to those with favorable outcomes (all P<0.01). Multivariate Logistic regression analysis indicated that pulmonary hypertension ( OR=9.39, 95% CI 1.20-73.32), sepsis ( OR=8.59, 95% CI 1.32-55.86), and congenital heart defects ( OR=6.55, 95% CI 1.11-38.73) were all independent risk factors for adverse outcomes in omphalocele (all P<0.05). Conclusions:Infants with omphalocele are prone to complications such as cardiovascular malformations, infections, and pulmonary hypertension. Adverse outcomes in omphalocele are associated with pulmonary hypertension, sepsis, and congenital heart defects.
7.Mechanism of Naoxintong Capsules Against Ischemia-reperfusion Injury in Rats via Inhibiting Pericyte Contraction Based on RHOA/ROCK1 Pathway
Yinlian WEN ; Jinfeng SHANG ; Bohong WANG ; Wanting WEI ; Xiaolu ZHANG ; Guijinfeng HUANG ; Xin LIU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(12):159-167
ObjectiveTo investigate the mechanism of Naoxintong capsules on ischemia-reperfusion (I/R) injury in rats based on the changes of pericytes mediated by Ras homolog family member A (RHOA)/Rho-associated coiled-coil containing protein kinase 1 (ROCK1) pathway. MethodsNinety rats (15 rats for each group) were randomly divided into a sham operation group, a model group, a positive control group receiving Ginkgo biloba extract (21.6 mg·kg-1), and groups receiving Naoxintong capsules at low, medium, and high doses of 55, 110, and 220 mg·kg-1 (NXT-L, NXT-M, and NXT-H groups), respectively. Except for those in the sham operation group, all rats were subjected to transient middle cerebral artery occlusion (tMCAO) to establish the experiment model. Nerve function was assessed using a neurological function score. Cerebral blood flow was detected using a laser speckle contrast imager, and the cerebral infarction rate was calculated using 2,3,5-Triphenyl tetrazolium chloride (TTC) staining. Pathological changes were observed by hematoxylin-eosin (HE) staining and Nissl staining, while pericyte morphology was observed via transmission electron microscopy. Blood-brain barrier destruction was observed by Evans blue staining. Albumin and ischemia-modified albumin levels were measured using assay kits. Real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) and Western blot were used to detect the mRNA and protein expression levels of RHOA, ROCK1, platelet-derived growth factor receptor β (PDGFRB), α-smooth muscle actin (α-SMA), tight junction protein (ZO-1), matrix metalloproteinase-2 (MMP-2), and matrix metalloproteinase-9 (MMP-9). ResultsCompared with the sham operation group, the model group exhibited decreased neurological function scores, higher percentage reduction in blood flow, and increased cerebral infarction rates (P<0.01). Additionally, cortical neuronal nucleus shrinkage, edema, a decreased number of Nissl bodies, reduced pericyte area, elevated albumin content in the cortex (P<0.05), and increased ischemic modified albumin levels (P<0.01) were observed. The mRNA and protein expression levels of RHOA, ROCK1, PDGFRB, α-SMA, MMP-2, and MMP-9 were increased (P<0.01), while those of ZO-1 were decreased. Compared with the model group, all treatment groups showed improved neurological function scores, lower percentage reduction in blood flow, reduced cerebral infarction rates (P<0.01), alleviated cortical histological changes, increased number of Nissl bodies, expanded pericyte area, decreased albumin content in the cortex, and reduced ischemia-modified albumin levels (P<0.01). The mRNA and protein expression levels of RHOA, ROCK1, PDGFRB, α-SMA, MMP-2, and MMP-9 were decreased (P<0.01), while those of ZO-1 were increased. Among the treatment groups, the NXT-M group showed the most pronounced improvement in cerebral I/R injury. ConclusionNaoxintong capsules can restore cerebral blood supply, reduce microcirculation disturbance, and protect blood-brain barrier in rats with I/R injury. Its mechanism of action may be related to the inhibition of the RHOA/ROCK1 signaling pathway and reduced pericyte contraction.
8.Mechanism of Naoxintong Capsules Against Ischemia-reperfusion Injury in Rats via Inhibiting Pericyte Contraction Based on RHOA/ROCK1 Pathway
Yinlian WEN ; Jinfeng SHANG ; Bohong WANG ; Wanting WEI ; Xiaolu ZHANG ; Guijinfeng HUANG ; Xin LIU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(12):159-167
ObjectiveTo investigate the mechanism of Naoxintong capsules on ischemia-reperfusion (I/R) injury in rats based on the changes of pericytes mediated by Ras homolog family member A (RHOA)/Rho-associated coiled-coil containing protein kinase 1 (ROCK1) pathway. MethodsNinety rats (15 rats for each group) were randomly divided into a sham operation group, a model group, a positive control group receiving Ginkgo biloba extract (21.6 mg·kg-1), and groups receiving Naoxintong capsules at low, medium, and high doses of 55, 110, and 220 mg·kg-1 (NXT-L, NXT-M, and NXT-H groups), respectively. Except for those in the sham operation group, all rats were subjected to transient middle cerebral artery occlusion (tMCAO) to establish the experiment model. Nerve function was assessed using a neurological function score. Cerebral blood flow was detected using a laser speckle contrast imager, and the cerebral infarction rate was calculated using 2,3,5-Triphenyl tetrazolium chloride (TTC) staining. Pathological changes were observed by hematoxylin-eosin (HE) staining and Nissl staining, while pericyte morphology was observed via transmission electron microscopy. Blood-brain barrier destruction was observed by Evans blue staining. Albumin and ischemia-modified albumin levels were measured using assay kits. Real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) and Western blot were used to detect the mRNA and protein expression levels of RHOA, ROCK1, platelet-derived growth factor receptor β (PDGFRB), α-smooth muscle actin (α-SMA), tight junction protein (ZO-1), matrix metalloproteinase-2 (MMP-2), and matrix metalloproteinase-9 (MMP-9). ResultsCompared with the sham operation group, the model group exhibited decreased neurological function scores, higher percentage reduction in blood flow, and increased cerebral infarction rates (P<0.01). Additionally, cortical neuronal nucleus shrinkage, edema, a decreased number of Nissl bodies, reduced pericyte area, elevated albumin content in the cortex (P<0.05), and increased ischemic modified albumin levels (P<0.01) were observed. The mRNA and protein expression levels of RHOA, ROCK1, PDGFRB, α-SMA, MMP-2, and MMP-9 were increased (P<0.01), while those of ZO-1 were decreased. Compared with the model group, all treatment groups showed improved neurological function scores, lower percentage reduction in blood flow, reduced cerebral infarction rates (P<0.01), alleviated cortical histological changes, increased number of Nissl bodies, expanded pericyte area, decreased albumin content in the cortex, and reduced ischemia-modified albumin levels (P<0.01). The mRNA and protein expression levels of RHOA, ROCK1, PDGFRB, α-SMA, MMP-2, and MMP-9 were decreased (P<0.01), while those of ZO-1 were increased. Among the treatment groups, the NXT-M group showed the most pronounced improvement in cerebral I/R injury. ConclusionNaoxintong capsules can restore cerebral blood supply, reduce microcirculation disturbance, and protect blood-brain barrier in rats with I/R injury. Its mechanism of action may be related to the inhibition of the RHOA/ROCK1 signaling pathway and reduced pericyte contraction.
9.Single-cell transcriptomics combined with bioinformatics for comprehensive analysis of macrophage subpopulations and hub genes in ischemic stroke.
Jingyao XU ; Xiaolu WANG ; Shuai HOU ; Meng PANG ; Gang WANG ; Yanqiang WANG
Chinese Journal of Cellular and Molecular Immunology 2025;41(6):505-513
Objective To explore macrophage subpopulations in ischemic stroke (IS) by using single-cell RNA sequencing (scRNA-seq) data analysis and High-Dimensional Weighted Gene Co-Expression Network Analysis (hdWGCNA). Methods Based on single-cell sequencing data, transcriptomic information for different cell types was obtained, and macrophages were selected for subpopulation identification. hdWGCNA, cell-cell communication, and pseudotime trajectory analysis were used to explore the characteristics of macrophage subpopulations following IS. Key genes related to IS were identified using microarray data and validated for diagnostic potential through Receiver Operating Characteristic (ROC) analysis. Gene Set Enrichment Analysis (GSEA) was conducted to investigate the potential functions of these genes. Results The scRNA-seq data analysis revealed significant changes in macrophage subpopulation composition after IS. A specific macrophage subpopulation enriched in the stroke group was identified and designated as MCAO-specific macrophages (MSM). Pseudotime trajectory analysis indicated that MSM cells were in an intermediate stage of macrophage differentiation. Cell-cell communication analysis uncovered complex interactions between MSM cells and other cells, with the CCL6-CCR1 signaling axis potentially playing a crucial role in neuroinflammation. Two gene modules associated with MSM were identified via hdWGCNA, significantly enriched in pathways related to NOD-like receptors and antigen processing. By integrating differentially expressed MSM genes with conventional transcriptomic data, three IS-related hub genes were identified: Arg1, CLEC4D, and CLEC4E. Conclusion This study reveals the characteristics and functions of macrophage subpopulations following IS and identifies three hub genes with potential diagnostic value, providing novel insights into the pathological mechanisms of IS.
Macrophages/metabolism*
;
Computational Biology/methods*
;
Single-Cell Analysis/methods*
;
Transcriptome
;
Ischemic Stroke/metabolism*
;
Animals
;
Gene Regulatory Networks
;
Gene Expression Profiling
;
Humans
;
Male
10.Mechanism of total flavonoids of Carthamus tinctorius L.against he-patic fibrosis based on LC-MS/MS combined with network pharma-cology and pharmacology experiments
Mingqi LI ; Yinghe WANG ; Xiaolu ZHAO ; Xiaomei BAO ; Xin YUE ; Guiqiang REN ; Yue-hong MA
Chinese Journal of Clinical Pharmacology and Therapeutics 2025;30(5):586-598
AIM:To elucidate the pharmacody-namic and network pharmacological mechanisms of total flavonoids of Carthamus tinctorius L.,to ex-plore their key targets and related pathways,and to clarify their mechanism of action against hepatic fibrosis.METHODS:The total flavonoids of Cartha-mus tinctorius L.were determined by LC-MS/MS and analysed for their compositions;the active in-gredients were screened by TCMSP database,SWISS ADME database and literature search;the targets related to total flavonoids of Carthamus tinctorius L.were screened by Swiss Target Predic-tion database;and the targets related to hepatic fi-brosis were screened by GeneCards database;the anti-hepatic fibrosis targets of total flavonoids of Carthamus tinctorius L.were obtained by taking the intersection of Venny.2.1.0;the protein interac-tions were analysed by STRING database;the visu-alization analysis was carried out by Cytoscape soft-ware;the GO function and KEGG pathway analysis was carried out by Metascape platform;and molec-ular docking was verified by using AutoDock soft-ware for the core targets and active ingredients.The mechanism of anti-hepatic fibrosis of total fla-vonoids of Carthamus tinctorius L.was verified by animal model and in vitro cell experiments.RE-SULTS:A total of 41 flavonoid components were identified in Carthamus tinctorius L.Through the network pharmacological analysis,149 anti-hepatic fibrosis targets of total flavonoids of Carthamus tinctorius L.were obtained,including 23 core tar-gets.The GO enrichment analyses involved a total of three aspects,namely,biological process(BP),cellular component(CC),and molecular function(MF).KEGG enrichment results showed that PI3K/Akt and MAPK are pathways involved in the devel-opment of hepatic fibrosis.Molecular docking veri-fied that the active ingredients Quercetin,Acacetin and Glabridin were tightly bound to Akt1 and HI-FIA,respectively.In animal model experiments,it was observed by HE and Masson staining that fibro-plasia was reduced,collagen deposition was re-duced,inflammatory cell infiltration was reduced,and fibrotic liver tissues were improved in total fla-vonoids of Carthamus tinctorius L.administration group.In isolated cell experiments:Western blot-ting results suggested that total flavonoids of Car-thamus tinctorius L.could decrease the hepatic fi-brosis marker factor α-SMA,Collagen1(P<0.01)and PI3K,Akt protein expression(P<0.01).CONCLU-SION:Total flavonoids of Carthamus tinctorius L.ex-erted anti-hepatic fibrosis effects through multi-components,multi-targets and multi-pathways,and their mechanism of action may be achieved by regulating the PI3K/Akt signalling pathway.

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