1.Screening key genes of PANoptosis in hepatic ischemia-reperfusion injury based on bioinformatics
Lirong ZHU ; Qian GUO ; Jie YANG ; Qiuwen ZHANG ; Guining HE ; Yanqing YU ; Ning WEN ; Jianhui DONG ; Haibin LI ; Xuyong SUN
Organ Transplantation 2025;16(1):106-113
Objective To explore the relationship between PANoptosis and hepatic ischemia-reperfusion injury (HIRI), and to screen the key genes of PANoptosis in HIRI. Methods PANoptosis-related differentially expressed genes (PDG) were obtained through the Gene Expression Omnibus database and GeneCards database. Gene ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Gene Set Enrichment Analysis (GSEA) were used to explore the biological pathways related to PDG. A protein-protein interaction network was constructed. Key genes were selected, and their diagnostic value was assessed and validated in the HIRI mice. Immune cell infiltration analysis was performed based on the cell-type identification by estimating relative subsets of RNA transcripts. Results A total of 16 PDG were identified. GO analysis showed that PDG were closely related to cellular metabolism. KEGG analysis indicated that PDG were mainly enriched in cellular death pathways such as apoptosis and immune-related signaling pathways such as the tumor necrosis factor signaling pathway. GSEA results showed that key genes were mainly enriched in immune-related signaling pathways such as the mitogen-activated protein kinase (MAPK) signaling pathway. Two key genes, DFFB and TNFSF10, were identified with high accuracy in diagnosing HIRI, with areas under the curve of 0.964 and 1.000, respectively. Immune infiltration analysis showed that the control group had more infiltration of resting natural killer cells, M2 macrophages, etc., while the HIRI group had more infiltration of M0 macrophages, neutrophils, and naive B cells. Real-time quantitative polymerase chain reaction results showed that compared with the Sham group, the relative expression of DFFB messenger RNA in liver tissue of HIRI group mice increased, and the relative expression of TNFSF10 messenger RNA decreased. Cibersort analysis showed that the infiltration abundance of naive B cells was positively correlated with DFFB expression (r=0.70, P=0.035), and the infiltration abundance of M2 macrophages was positively correlated with TNFSF10 expression (r=0.68, P=0.045). Conclusions PANoptosis-related genes DFFB and TNFSF10 may be potential biomarkers and therapeutic targets for HIRI.
2.Mahoniae Caulis Alkaloids Ameliorate Depression by Regulating Synaptic Plasticity via cAMP Pathway
Junhui HE ; Chunlian JIA ; Kedao LAI ; Guili ZHOU ; Rongfei ZHOU ; Yi LI ; Dongmei LI ; Jiaxiu XIE ; Guining WEI ; Juying ZHOU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(13):132-140
ObjectiveTo explore the mechanisms associated with Mahoniae Caulis alkaloids (MA) in ameliorating depression by network pharmacology, molecular docking, and animal experiments. MethodsThe component targets of MA were obtained through Swiss Target Prediction and TCMIP database. The depression targets were collected through TCMIP, Genecards, HPO, DrugBank and OMIM database. The depression targets were collected through TCMIP, Genecards, HPO, DrugBank and OMIM database. Protein-protein interaction (PPI) network was constructed by protein interaction analysis (STRING) database. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were performed through Bioinformatics (DAVID) database. The docking of components and targets was performed by AGFR. The mouse model of depression was established by intraperitoneal injection of corticosterone (CORT) once a day for 35 consecutive days. Sixty mice were randomly allocated into control (0.9% normal saline), model (CORT, 20 mg·kg-1), positive control (fluoxetine hydrochloride, 3.6 mg·kg-1), and MA (10, 5, and 2.5 mg·kg-1) groups. Each group was administrated with corresponding medicine or normal saline once a day for 28 consecutive days. The depression-like behavior of mice was observed. The pathological changes of prefrontal cortex in mice were observed by hematoxylin-eosin staining. Terminal deoxynucleotidyl dUTP transferase nick end labeling (TUNEL) was employed to observe the apoptosis of neurons in the prefrontal cortex. Enzyme-linked immunosorbent assay was employed to assess the serum levels of brain-derived neurotrophic factor (BDNF), dopamine (DA), 5-hydroxytryptamine (5-HT), and norepinephrine (NE) in mice. The mRNA levels of cyclic adenosine monophosphate (cAMP) pathway-related factors and inflammatory factors were determined by Real-time PCR. Western blot was employed to determine the expression of cAMP pathway-related factors and connexin 43 (Cx43). ResultsA total of 434 component targets and 545 depression targets were obtained, including 84 common targets, among which 10 core targets were screened out. GO analysis predicted 34 biological processes, 15 cell components, and 11 molecular functions. The KEGG pathways were mainly related to gap junction and cAMP signaling pathway. The core components had good binding affinity with the core targets. The results of animal experiments showed that compared with the control group, CORT prolonged the immobility time of mice in forced swimming and tail suspension tests (P<0.01), lowered the serum levels of NE, BDNF, and 5-HT (P<0.05), up-regulated the mRNA levels of nuclear factor-κB (NF-κB) and interleukin-6 (IL-6) in the brain tissue (P<0.05), and down-regulated the mRNA levels of cyclic adenosine monophosphate effector binding protein (CREB) and BDNF (P<0.05) and the protein levels of protein kinase (PRKACA), phosphorylation (p)-CREB/CREB, BDNF, and Cx43 (P<0.05) in the brain tissue. Compared with the model group, high-dose MA reduced the immobility time of mice in forced swimming (P<0.05) and tail suspension (P<0.01) tests, raised the serum levels of NE, BDNF, and 5-HT (P<0.01), down-regulated the mRNA level of NF-κB (P<0.01), and up-regulated the mRNA level of BDNF (P<0.01) and protein levels of PRKACA, p-CREB/CREB, BDNF, and Cx43 (P<0.05). ConclusionMA alleviates the CORT-induced depressive behavior of mice. It may play an antidepressant role by regulating cAMP signaling pathway and gap junction pathway, improving synaptic plasticity and gap junction function, and reducing neuroinflammation.
3.Mahoniae Caulis Alkaloids Ameliorate Depression by Regulating Synaptic Plasticity via cAMP Pathway
Junhui HE ; Chunlian JIA ; Kedao LAI ; Guili ZHOU ; Rongfei ZHOU ; Yi LI ; Dongmei LI ; Jiaxiu XIE ; Guining WEI ; Juying ZHOU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(13):132-140
ObjectiveTo explore the mechanisms associated with Mahoniae Caulis alkaloids (MA) in ameliorating depression by network pharmacology, molecular docking, and animal experiments. MethodsThe component targets of MA were obtained through Swiss Target Prediction and TCMIP database. The depression targets were collected through TCMIP, Genecards, HPO, DrugBank and OMIM database. The depression targets were collected through TCMIP, Genecards, HPO, DrugBank and OMIM database. Protein-protein interaction (PPI) network was constructed by protein interaction analysis (STRING) database. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were performed through Bioinformatics (DAVID) database. The docking of components and targets was performed by AGFR. The mouse model of depression was established by intraperitoneal injection of corticosterone (CORT) once a day for 35 consecutive days. Sixty mice were randomly allocated into control (0.9% normal saline), model (CORT, 20 mg·kg-1), positive control (fluoxetine hydrochloride, 3.6 mg·kg-1), and MA (10, 5, and 2.5 mg·kg-1) groups. Each group was administrated with corresponding medicine or normal saline once a day for 28 consecutive days. The depression-like behavior of mice was observed. The pathological changes of prefrontal cortex in mice were observed by hematoxylin-eosin staining. Terminal deoxynucleotidyl dUTP transferase nick end labeling (TUNEL) was employed to observe the apoptosis of neurons in the prefrontal cortex. Enzyme-linked immunosorbent assay was employed to assess the serum levels of brain-derived neurotrophic factor (BDNF), dopamine (DA), 5-hydroxytryptamine (5-HT), and norepinephrine (NE) in mice. The mRNA levels of cyclic adenosine monophosphate (cAMP) pathway-related factors and inflammatory factors were determined by Real-time PCR. Western blot was employed to determine the expression of cAMP pathway-related factors and connexin 43 (Cx43). ResultsA total of 434 component targets and 545 depression targets were obtained, including 84 common targets, among which 10 core targets were screened out. GO analysis predicted 34 biological processes, 15 cell components, and 11 molecular functions. The KEGG pathways were mainly related to gap junction and cAMP signaling pathway. The core components had good binding affinity with the core targets. The results of animal experiments showed that compared with the control group, CORT prolonged the immobility time of mice in forced swimming and tail suspension tests (P<0.01), lowered the serum levels of NE, BDNF, and 5-HT (P<0.05), up-regulated the mRNA levels of nuclear factor-κB (NF-κB) and interleukin-6 (IL-6) in the brain tissue (P<0.05), and down-regulated the mRNA levels of cyclic adenosine monophosphate effector binding protein (CREB) and BDNF (P<0.05) and the protein levels of protein kinase (PRKACA), phosphorylation (p)-CREB/CREB, BDNF, and Cx43 (P<0.05) in the brain tissue. Compared with the model group, high-dose MA reduced the immobility time of mice in forced swimming (P<0.05) and tail suspension (P<0.01) tests, raised the serum levels of NE, BDNF, and 5-HT (P<0.01), down-regulated the mRNA level of NF-κB (P<0.01), and up-regulated the mRNA level of BDNF (P<0.01) and protein levels of PRKACA, p-CREB/CREB, BDNF, and Cx43 (P<0.05). ConclusionMA alleviates the CORT-induced depressive behavior of mice. It may play an antidepressant role by regulating cAMP signaling pathway and gap junction pathway, improving synaptic plasticity and gap junction function, and reducing neuroinflammation.
4.Reserpine-induced depressive behaviors and neural impairment in rats:role of brain-derived neurotrophic factor/AKT1 signaling suppression
Guili ZHOU ; Junhui HE ; Li YANG ; Rongfei ZHOU ; Guining WEI ; Kedao LAI ; Li LI ; Renbin HUANG
Chinese Journal of Comparative Medicine 2025;35(10):11-19,38
Objective To elucidate the molecular mechanism of reserpine-induced depression using network toxicology,molecular docking techniques,behavioral assessments of animal models,and histopathological analyses.Methods Core targets were screened using multi-database network toxicology,followed by the construction of a protein-protein interaction network and validation of core targets through molecular docking.Sprague Dawley rats were divided randomly into control and reserpine(0.5 mg/kg)groups,and administered the corresponding treatments once daily for 4 consecutive days.Behavioral changes were assessed using the forced-swim and open-field tests.Serum neurotransmitters were quantified by enzyme-linked immunosorbent assay and neuropathological damage was observed via tissue staining.Target gene expression regulation was verified by Western blot.Results Network toxicology screening and molecular docking simulation demonstrated that reserpine exhibited significant binding affinity with the dopamine D2 receptor,cyclic-AMP response element binding protein,and serine/threonine-protein kinase 1(AKT1).Animal experiments demonstrated that reserpine-treated rats displayed depression-like behaviors,including motor inhibition(P<0.01),with decreased serum levels of norepinephrine and 5-hydroxytryptamine(P<0.01),respectively.Pathological observations revealed microglial proliferation in the cerebral cortex,increased apoptosis,and reduced Nissl bodies in the hippocampal CA1 region.Down-regulation of brain-derived neurotrophic factor(BDNF)in brain tissue and decreased expression of hippocampal AKT1 and phosphorylated AKT1 were also observed.Conclusions Reserpine influences monoamine transmitter metabolism and neuronal structural integrity via the inhibition of BDNF and AKT1 protein expression,resulting in depressive-like behavior and cerebral nerve damage in rats.
5.Identification of core genes in programmed cell death during ischemia-reperfusion injury in kidney transplantation based on machine learning and experimental validation
Guining HE ; Lirong ZHU ; Jie YANG ; Zhen HE ; Minghu LI ; Haibin LI ; Ning WEN ; Xuyong SUN
Organ Transplantation 2025;16(5):738-746
Objective To identify key patterns of programmed cell death(PCD)and core genes during ischemia-reperfusion injury(IRI)in kidney transplantation.Methods Kidney transplant datasets were obtained from gene expression database,and PCD-related differentially expressed genes were screened.The non-negative matrix factorization algorithm was used to classify patients and analyze subtype-specific biological functions and key PCD patterns.Machine learning models combined with univariate Cox regression and Kaplan-Meier survival analysis were employed to identify core PCD genes during IRI in kidney transplantation and explore their correlation with key PCD patterns.A rat kidney transplant model was used to assess IRI severity through hematoxylin-eosin staining,serum creatinine(Scr),blood urea nitrogen(BUN),and Western blotting for key gene protein expression.Results Fourteen PCD-related genes were identified.Patients were classified into metabolic(subtype 1)and inflammatory(subtype 2)subtypes.Subtype 2 activated four key PCD patterns:pyroptosis,necroptosis,apoptosis and immunogenic cell death.The optimal model(XGBoost-CV:10 fold+Lasso-CV:10 fold)and survival analysis identified MCL1,BAG3,and RHOB as core PCD genes during IRI in kidney transplantation,which were broadly correlated with key PCD patterns.Experimental results showed that compared to the sham group,rats in the model group had more severe tubular injury,higher Scr and BUN levels,and increased BAG3,RHOB and MCL1 protein expression(all P<0.001).Conclusions These four PCD patterns are crucial in the pathogenesis of IRI in kidney transplantation.MCL1,BAG3 and RHOB may serve as potential biomarkers and therapeutic targets for IRI in kidney transplantation.
6.Identification of core genes in programmed cell death during ischemia-reperfusion injury in kidney transplantation based on machine learning and experimental validation
Guining HE ; Lirong ZHU ; Jie YANG ; Zhen HE ; Minghu LI ; Haibin LI ; Ning WEN ; Xuyong SUN
Organ Transplantation 2025;16(5):738-746
Objective To identify key patterns of programmed cell death(PCD)and core genes during ischemia-reperfusion injury(IRI)in kidney transplantation.Methods Kidney transplant datasets were obtained from gene expression database,and PCD-related differentially expressed genes were screened.The non-negative matrix factorization algorithm was used to classify patients and analyze subtype-specific biological functions and key PCD patterns.Machine learning models combined with univariate Cox regression and Kaplan-Meier survival analysis were employed to identify core PCD genes during IRI in kidney transplantation and explore their correlation with key PCD patterns.A rat kidney transplant model was used to assess IRI severity through hematoxylin-eosin staining,serum creatinine(Scr),blood urea nitrogen(BUN),and Western blotting for key gene protein expression.Results Fourteen PCD-related genes were identified.Patients were classified into metabolic(subtype 1)and inflammatory(subtype 2)subtypes.Subtype 2 activated four key PCD patterns:pyroptosis,necroptosis,apoptosis and immunogenic cell death.The optimal model(XGBoost-CV:10 fold+Lasso-CV:10 fold)and survival analysis identified MCL1,BAG3,and RHOB as core PCD genes during IRI in kidney transplantation,which were broadly correlated with key PCD patterns.Experimental results showed that compared to the sham group,rats in the model group had more severe tubular injury,higher Scr and BUN levels,and increased BAG3,RHOB and MCL1 protein expression(all P<0.001).Conclusions These four PCD patterns are crucial in the pathogenesis of IRI in kidney transplantation.MCL1,BAG3 and RHOB may serve as potential biomarkers and therapeutic targets for IRI in kidney transplantation.
7.Reserpine-induced depressive behaviors and neural impairment in rats:role of brain-derived neurotrophic factor/AKT1 signaling suppression
Guili ZHOU ; Junhui HE ; Li YANG ; Rongfei ZHOU ; Guining WEI ; Kedao LAI ; Li LI ; Renbin HUANG
Chinese Journal of Comparative Medicine 2025;35(10):11-19,38
Objective To elucidate the molecular mechanism of reserpine-induced depression using network toxicology,molecular docking techniques,behavioral assessments of animal models,and histopathological analyses.Methods Core targets were screened using multi-database network toxicology,followed by the construction of a protein-protein interaction network and validation of core targets through molecular docking.Sprague Dawley rats were divided randomly into control and reserpine(0.5 mg/kg)groups,and administered the corresponding treatments once daily for 4 consecutive days.Behavioral changes were assessed using the forced-swim and open-field tests.Serum neurotransmitters were quantified by enzyme-linked immunosorbent assay and neuropathological damage was observed via tissue staining.Target gene expression regulation was verified by Western blot.Results Network toxicology screening and molecular docking simulation demonstrated that reserpine exhibited significant binding affinity with the dopamine D2 receptor,cyclic-AMP response element binding protein,and serine/threonine-protein kinase 1(AKT1).Animal experiments demonstrated that reserpine-treated rats displayed depression-like behaviors,including motor inhibition(P<0.01),with decreased serum levels of norepinephrine and 5-hydroxytryptamine(P<0.01),respectively.Pathological observations revealed microglial proliferation in the cerebral cortex,increased apoptosis,and reduced Nissl bodies in the hippocampal CA1 region.Down-regulation of brain-derived neurotrophic factor(BDNF)in brain tissue and decreased expression of hippocampal AKT1 and phosphorylated AKT1 were also observed.Conclusions Reserpine influences monoamine transmitter metabolism and neuronal structural integrity via the inhibition of BDNF and AKT1 protein expression,resulting in depressive-like behavior and cerebral nerve damage in rats.
8.Effect of Mahonia bealei Leaf Extract on Inflammation in Depression of Rats via NF-κB/NLRP3 Signaling Pathway
Junhui HE ; Fucui ZHU ; Dongmei LI ; Jie WEI ; Jianhua FAN ; Guining WEI
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(17):67-74
ObjectiveTo investigate the effect of Mahonia bealei leaf extract on depression of rats and the underlying mechanism. MethodThe chemical constituents of the extract were analyzed by HPLC-MS/MS. Forced swimming test and tail suspension test were carried out to estimate the antidepressant effect. The mice were randomly assigned into the following groups: blank group, positive control group (fluoxetine, 10 mg·kg-1), and Mahonia bealei leaf extract groups (10, 2.5 g·kg-1). The gavage lasted for 12 days and the immobility time of the mice in the tests was recorded 1 h after the last administration. Furthermore, to explore the underlying mechanism of the antidepressant effect, we established the rat depression model by intraperitoneal injection with reserpine (0.5 mg·kg-1). Rats were grouped as follows: blank group, model group, positive control group (fluoxetine, 1.8 mg·kg-1), and Mahonia bealei leaf extract groups (10, 2.5 g·kg-1). The gavage, once a day, lasted for 10 consecutive days. The depression of rats was detected by behavioral tests 1 h after the last administration. The levels of interleukin-6 (IL-6) and tumor necrosis factor-α (TNF-α) in serum of rats were detected by enzyme-linked immunosorbent assay (ELISA). The protein expression of IL-6 and interleukin-1β (IL-1β) in brain tissue was detected by immunohistochemical staining. The protein levels of nuclear transcription factor-κB (NF-κB) and NOD-like receptor protein 3 (NLRP3) in hippocampus of rats were detected by Western blot. ResultSeven chemical constituents, mainly alkaloids, were identified from the extract. Compared with the blank group, Mahonia bealei leaf extract shortened the immobility time of mice in tail suspension and forced swimming tests. Compared with the blank group, the modeling of rat depression increased the blepharoptosis incidence and retention time in circles (P<0.05, P<0.01), elevated the levels of IL-6 and TNF-α in serum (P<0.05), and up-regulated the protein levels of IL-6, IL-1β, NF-κB, and NLRP3 in brain tissues (P<0.01). Compared with the model group, high dose of Mahonia bealei leaf extract shortened the retention time in circles (P<0.05), lowered the levels of IL-6 and TNF-α in serum (P<0.05, P<0.01), and down-regulated the protein levels of IL-6, IL-1β, NF-κB, and NLRP3 (P<0.01) in brain tissues. ConclusionMahonia bealei leaf extract had significant antidepressant effect and alleviated the inflammatory response in reserpine-induced rat model of depression, the mechanism of which may be related to the inhibition of NF-κB/NLRP3 signaling pathway.
9.Effects of Androsace umbellata extract on bone wound healing in rats
Jing HUANG ; Kaijia HE ; Hua SU ; Fei HE ; Yufan TANG ; Xianbiao ZENG ; Hongcong QIU ; Baowei WEI ; Guining WEI
Chongqing Medicine 2017;46(19):2608-2611
Objective To study the effects of Androsace umbellata extract on bone wound healing in rats.Methods A total of 32 rats were selected,and the rat femur bone trauma model was established.The Androsace umbellata was administrated to rats in treatment groups (including high-dose Androsace umbellata group and low-dose Androsace umbellata group,8 rats in each group)continuously for 10 days,while rats in the fake operation control group (8 rats)and bone trauma model group (8 rats) were treated with corresponding volume of solvent by body weight.The growth of body weight and wound healing of rats were recorded.The serum levels of calcium and phosphorus,activity of alkaline phosphatase (ALP),bone density and bone biomechanics were examined.The X-ray photograph was carried out to observe the effects of Androsace umbellata on bone wound healing,Results Compared with the bone trauma model group,serum levels of calcium and phosphorus,calcium-phosphorus product and activity of ALP were significantly increased in treatment groups,there were statistically significant differences (P<0.05).Compared with the bone trauma model group,bone density of trauma place in the high-dose Androsace umbellata group was significantly decreased (P<0.05),bending energy in the low-dose Androsace umbellata group was increased (P<0.05),while no statistically significant difference was found in the other skeletal biomechanical properties (P>0.05).The results of X-ray films indicated that the treatment groups shown better effects on bone wound healing compared with the bone trauma model group.Conclusion Androsace umbellata extract could effectively promote bone wound healing in rats.
10.Study Advances in Anti-diarrhea with Single Chinese Herb and Its Effective Components
China Pharmacist 2016;19(3):578-581
Objective: To introduce recent research progress in anti-diarrhea with single Chinese herb and its effective compo-nents. Methods:The references on anti-diarrhea with single Chinese herb and its effective components in recent years were reviewed and analyzed. Results:The researches on anti-diarrhea activity and possible mechanism of single Chinese herbs, such as Terminalia chebula Retz, Fructus mume, Radix Puerariae and Pulsatilla chinensis ( Bunge) Regel, were reviewed. Conclusion: At present, the researches on anti-diarrhoea with single Chinese herb and its effective components have made some progress, while further and wider researches are still needed to explore the underlying mechanisms.

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