1.Correlation Analysis of Huanglian Jiedu Wan on Syndrome Improvement and Clinical Biomarkers of "Excess Heat-Toxicity" Based on Machine Learning Model
Qi LI ; Keke LUO ; Baolin BIAN ; Hongyu YU ; Mengxiao WANG ; Mengyao TIAN ; Wen XIA ; Yuan MA ; Xinfang ZHANG ; Pengyue LI ; Nan SI ; Hongjie WANG ; Yanyan ZHOU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(8):162-173
ObjectiveThis paper aims to find the identified and validated clinical biomarker data building upon a clinical study of early-phase phase Ⅱ and investigate the correlation analysis of Huanglian Jiedu Wan on syndrome improvement and clinical biomarkers in the treatment of "excess heat-toxicity" based on a machine learning model. Additionally, the effective prediction of clinical biomarker values for the main symptoms of the "excess heat-toxicity" syndrome was assessed. MethodsA total of 229 patients meeting the inclusion criteria for "excess heat-toxicity" syndrome were randomly divided into the Huanglian Jiedu Wan group and the placebo group. Syndrome score transition matrices were constructed for the Huanglian Jiedu Wan group and the placebo group based on three main symptoms of "excess heat-toxicity" syndrome, such as oral ulcers, sore throat, and gum swelling and pain. Data from the patients with these three syndromes were also integrated for an overall analysis. The corresponding syndrome score transition matrices were further constructed to visualize symptom change trends of the patients in the two groups via heatmaps. Based on the identified and validated clinical biomarkers related to inflammation, oxidative stress, and energy metabolism in the early phase, Spearman correlation analysis was employed to analyze and evaluate the associations between clinical biomarkers and syndrome improvement. Key clinical biomarkers reflecting the effect of Huanglian Jiedu Wan were screened through the comparison of differences between groups. An extreme gradient boosting (XGBoost) algorithm was used to develop a prediction model for main symptom classification, with classification performance evaluated through 10-fold cross-validation. Feature importance analysis was applied to identify variables with the greatest contribution to the prediction result. ResultsThe syndrome transition matrix results indicated that the Huanglian Jiedu Wan group showed a superior effect to the placebo group in improving oral ulcers, sore throat, and overall symptoms, with significant effects observed especially in sore throat and overall symptom analyses (P<0.01). Spearman correlation analysis revealed that several clinical biomarkers positively correlated with "excess heat-toxicity" syndrome and its main symptom improvement, were also called "heat-related biomarkers", including succinic acid, α-ketoglutaric acid, glycine, lactic acid, adenosine monophosphate (AMP), tumor necrosis factor-α (TNF-α), interferon-γ (IFN-γ), interleukin-1β (IL-1β), interleukin-4 (IL-4), interleukin-6 (IL-6), interleukin-8 (IL-8), interleukin-10 (IL-10), and so on. Conversely, clinical biomarkers negatively correlated with symptom severity, were also called "heat-clearing related biomarkers" after administration of Huanglian Jiedu Wan, including malic acid, fumaric acid, cis-aconitic acid, adrenocorticotropic hormone (ACTH), IL-1β, IL-4, IL-8, succinic acid, and citric acid. The XGBoost classification model using all 52 biomarkers as variables achieved an average test accuracy of 0.754 and an average F1 score of 0.777. Feature importance analysis identified the scores of glutamic acid in saliva and IL-6 were the highest in all the variables, with importance scores of 0.081 and 0.080, respectively. After screening out 14 key variables and optimizing the parameters, model performance improved to an average accuracy of 0.758 and an F1 score of 0.798. Feature importance analysis further determined that the glutamic acid in saliva and IL-6 showed obvious changes after screening the variables, confirming the good syndrome prediction ability of the model constructed by these key clinical biomarkers. ConclusionThis study systematically elucidates the correlation between syndrome improvement and clinical biomarkers of Huanglian Jiedu Wan in the treatment of "excess heat-toxicity" syndrome. An XGBoost classification model based on key clinical biomarkers is successfully established, achieving effective prediction of the symptoms related to the "excess heat-toxicity" syndrome such as oral ulcers and sore throat and providing a new insight for objective identification of traditional Chinese medicine syndromes.
2.Correlation Analysis of Huanglian Jiedu Wan on Syndrome Improvement and Clinical Biomarkers of "Excess Heat-Toxicity" Based on Machine Learning Model
Qi LI ; Keke LUO ; Baolin BIAN ; Hongyu YU ; Mengxiao WANG ; Mengyao TIAN ; Wen XIA ; Yuan MA ; Xinfang ZHANG ; Pengyue LI ; Nan SI ; Hongjie WANG ; Yanyan ZHOU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(8):162-173
ObjectiveThis paper aims to find the identified and validated clinical biomarker data building upon a clinical study of early-phase phase Ⅱ and investigate the correlation analysis of Huanglian Jiedu Wan on syndrome improvement and clinical biomarkers in the treatment of "excess heat-toxicity" based on a machine learning model. Additionally, the effective prediction of clinical biomarker values for the main symptoms of the "excess heat-toxicity" syndrome was assessed. MethodsA total of 229 patients meeting the inclusion criteria for "excess heat-toxicity" syndrome were randomly divided into the Huanglian Jiedu Wan group and the placebo group. Syndrome score transition matrices were constructed for the Huanglian Jiedu Wan group and the placebo group based on three main symptoms of "excess heat-toxicity" syndrome, such as oral ulcers, sore throat, and gum swelling and pain. Data from the patients with these three syndromes were also integrated for an overall analysis. The corresponding syndrome score transition matrices were further constructed to visualize symptom change trends of the patients in the two groups via heatmaps. Based on the identified and validated clinical biomarkers related to inflammation, oxidative stress, and energy metabolism in the early phase, Spearman correlation analysis was employed to analyze and evaluate the associations between clinical biomarkers and syndrome improvement. Key clinical biomarkers reflecting the effect of Huanglian Jiedu Wan were screened through the comparison of differences between groups. An extreme gradient boosting (XGBoost) algorithm was used to develop a prediction model for main symptom classification, with classification performance evaluated through 10-fold cross-validation. Feature importance analysis was applied to identify variables with the greatest contribution to the prediction result. ResultsThe syndrome transition matrix results indicated that the Huanglian Jiedu Wan group showed a superior effect to the placebo group in improving oral ulcers, sore throat, and overall symptoms, with significant effects observed especially in sore throat and overall symptom analyses (P<0.01). Spearman correlation analysis revealed that several clinical biomarkers positively correlated with "excess heat-toxicity" syndrome and its main symptom improvement, were also called "heat-related biomarkers", including succinic acid, α-ketoglutaric acid, glycine, lactic acid, adenosine monophosphate (AMP), tumor necrosis factor-α (TNF-α), interferon-γ (IFN-γ), interleukin-1β (IL-1β), interleukin-4 (IL-4), interleukin-6 (IL-6), interleukin-8 (IL-8), interleukin-10 (IL-10), and so on. Conversely, clinical biomarkers negatively correlated with symptom severity, were also called "heat-clearing related biomarkers" after administration of Huanglian Jiedu Wan, including malic acid, fumaric acid, cis-aconitic acid, adrenocorticotropic hormone (ACTH), IL-1β, IL-4, IL-8, succinic acid, and citric acid. The XGBoost classification model using all 52 biomarkers as variables achieved an average test accuracy of 0.754 and an average F1 score of 0.777. Feature importance analysis identified the scores of glutamic acid in saliva and IL-6 were the highest in all the variables, with importance scores of 0.081 and 0.080, respectively. After screening out 14 key variables and optimizing the parameters, model performance improved to an average accuracy of 0.758 and an F1 score of 0.798. Feature importance analysis further determined that the glutamic acid in saliva and IL-6 showed obvious changes after screening the variables, confirming the good syndrome prediction ability of the model constructed by these key clinical biomarkers. ConclusionThis study systematically elucidates the correlation between syndrome improvement and clinical biomarkers of Huanglian Jiedu Wan in the treatment of "excess heat-toxicity" syndrome. An XGBoost classification model based on key clinical biomarkers is successfully established, achieving effective prediction of the symptoms related to the "excess heat-toxicity" syndrome such as oral ulcers and sore throat and providing a new insight for objective identification of traditional Chinese medicine syndromes.
3.Mechanisms of Shenqi Wenfei Prescription in Intervening in Chronic Obstructive Pulmonary Disease in Rats Based on ROS/TXNIP/NLRP3 Signaling Pathway
Di WU ; Mengyao SHI ; Lu ZHANG ; Tong LIU ; Jiabing TONG ; Cheng YANG ; Zegeng LI
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(3):78-87
ObjectiveTo investigate the effects and underlying mechanisms of Shenqi Wenfei prescription (SQWF) on chronic obstructive pulmonary disease (COPD). MethodsA rat model of COPD with lung Qi deficiency was established using lipopolysaccharide (LPS) combined with cigarette smoke. Forty-eight SD rats were randomly divided into a blank group, a model group, low-, medium-, and high-dose SQWF groups (2.835, 5.67, 11.34 g·kg-1), and a Yupingfeng group (1.35 g·kg-1). Drug administration began on day 29 after modeling and continued for 2 weeks. The general condition of the rats was observed, and the lung function in each group was assessed. Hematoxylin-eosin (HE) staining was used to observe pathological changes in lung tissue. The proportion of inflammatory cells in bronchoalveolar lavage fluid (BALF) was measured. Apoptosis in lung tissue was examined by terminal deoxynucleotidyl transferase-mediated dUTP nick end-labeling (TUNEL) staining. The release level of lactate dehydrogenase (LDH) in BALF was detected by a microplate assay. Reactive oxygen species (ROS) levels in lung tissue were detected using fluorescent probes. The levels of malondialdehyde (MDA), total superoxide dismutase (SOD), and reduced glutathione (GSH) in BALF were measured by biochemical methods. Ultrastructural changes in lung cells were observed via transmission electron microscopy. Double immunofluorescence staining was performed to detect the expression of thioredoxin-interacting protein (TXNIP) and nucleotide-binding oligomerization domain-like receptor protein 3 (NLRP3) in lung tissue. Western blot analysis was used to detect the protein expression of TXNIP, NLRP3, apoptosis-associated speck-like protein containing a CARD (ASC), cysteinyl aspartate-specific protease-1 (Caspase-1), Caspase-1 p20, gasdermin D (GSDMD), GSDMD N-terminal active fragment (GSDMD-N), interleukin-1β (IL-1β), and IL-18 in lung tissue. Serum IL-1β and IL-18 levels were measured by ELISA. ResultsCompared with the blank group, the model group showed lassitude, fatigue, tachypnea, and audible phlegm sounds, and lung function significantly declined (P0.01). Pulmonary emphysema and inflammatory cell infiltration were obvious. The level of inflammatory cells in BALF increased significantly (P0.05). The number of TUNEL-positive cells increased (P0.01). Levels of LDH, ROS, and MDA in BALF increased significantly (P0.01), while GSH and SOD activities decreased significantly (P0.01). Lung tissue cells showed irregular morphology, swollen mitochondria, disrupted cell membranes, and abundant vesicles, i.e., pyroptotic bodies. Protein levels of TXNIP, NLRP3, ASC, Caspase-1, Caspase-1 p20, GSDMD, GSDMD-N, IL-1β, and IL-18 in lung tissue were significantly elevated (P0.01), and serum IL-1β and IL-18 levels also increased significantly (P0.01). Compared with the model group, each medication group showed alleviation of qi deficiency symptoms and improved lung function (P0.01). Pulmonary emphysema and inflammatory cell infiltration were reduced. Inflammatory cell levels decreased (P0.05). The number of TUNEL-positive cells decreased significantly (P0.01). Levels of LDH, ROS, and MDA decreased significantly (P0.05), while GSH and SOD activities significantly increased (P0.01). Morphological and structural damage in lung tissue was improved to varying degrees. Protein levels of TXNIP, NLRP3, ASC, Caspase-1, Caspase-1 p20, GSDMD, GSDMD-N, IL-1β, and IL-18 in lung tissue significantly decreased (P0.01), and serum IL-1β and IL-18 levels also decreased significantly (P0.05). ConclusionSQWF can improve lung function and alleviate inflammatory responses in COPD rats. Its mechanism may be related to regulating the ROS/TXNIP/NLRP3 pathway and inhibiting pyroptosis.
4.Mechanisms of Shenqi Wenfei Prescription in Intervening in Chronic Obstructive Pulmonary Disease in Rats Based on ROS/TXNIP/NLRP3 Signaling Pathway
Di WU ; Mengyao SHI ; Lu ZHANG ; Tong LIU ; Jiabing TONG ; Cheng YANG ; Zegeng LI
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(3):78-87
ObjectiveTo investigate the effects and underlying mechanisms of Shenqi Wenfei prescription (SQWF) on chronic obstructive pulmonary disease (COPD). MethodsA rat model of COPD with lung Qi deficiency was established using lipopolysaccharide (LPS) combined with cigarette smoke. Forty-eight SD rats were randomly divided into a blank group, a model group, low-, medium-, and high-dose SQWF groups (2.835, 5.67, 11.34 g·kg-1), and a Yupingfeng group (1.35 g·kg-1). Drug administration began on day 29 after modeling and continued for 2 weeks. The general condition of the rats was observed, and the lung function in each group was assessed. Hematoxylin-eosin (HE) staining was used to observe pathological changes in lung tissue. The proportion of inflammatory cells in bronchoalveolar lavage fluid (BALF) was measured. Apoptosis in lung tissue was examined by terminal deoxynucleotidyl transferase-mediated dUTP nick end-labeling (TUNEL) staining. The release level of lactate dehydrogenase (LDH) in BALF was detected by a microplate assay. Reactive oxygen species (ROS) levels in lung tissue were detected using fluorescent probes. The levels of malondialdehyde (MDA), total superoxide dismutase (SOD), and reduced glutathione (GSH) in BALF were measured by biochemical methods. Ultrastructural changes in lung cells were observed via transmission electron microscopy. Double immunofluorescence staining was performed to detect the expression of thioredoxin-interacting protein (TXNIP) and nucleotide-binding oligomerization domain-like receptor protein 3 (NLRP3) in lung tissue. Western blot analysis was used to detect the protein expression of TXNIP, NLRP3, apoptosis-associated speck-like protein containing a CARD (ASC), cysteinyl aspartate-specific protease-1 (Caspase-1), Caspase-1 p20, gasdermin D (GSDMD), GSDMD N-terminal active fragment (GSDMD-N), interleukin-1β (IL-1β), and IL-18 in lung tissue. Serum IL-1β and IL-18 levels were measured by ELISA. ResultsCompared with the blank group, the model group showed lassitude, fatigue, tachypnea, and audible phlegm sounds, and lung function significantly declined (P0.01). Pulmonary emphysema and inflammatory cell infiltration were obvious. The level of inflammatory cells in BALF increased significantly (P0.05). The number of TUNEL-positive cells increased (P0.01). Levels of LDH, ROS, and MDA in BALF increased significantly (P0.01), while GSH and SOD activities decreased significantly (P0.01). Lung tissue cells showed irregular morphology, swollen mitochondria, disrupted cell membranes, and abundant vesicles, i.e., pyroptotic bodies. Protein levels of TXNIP, NLRP3, ASC, Caspase-1, Caspase-1 p20, GSDMD, GSDMD-N, IL-1β, and IL-18 in lung tissue were significantly elevated (P0.01), and serum IL-1β and IL-18 levels also increased significantly (P0.01). Compared with the model group, each medication group showed alleviation of qi deficiency symptoms and improved lung function (P0.01). Pulmonary emphysema and inflammatory cell infiltration were reduced. Inflammatory cell levels decreased (P0.05). The number of TUNEL-positive cells decreased significantly (P0.01). Levels of LDH, ROS, and MDA decreased significantly (P0.05), while GSH and SOD activities significantly increased (P0.01). Morphological and structural damage in lung tissue was improved to varying degrees. Protein levels of TXNIP, NLRP3, ASC, Caspase-1, Caspase-1 p20, GSDMD, GSDMD-N, IL-1β, and IL-18 in lung tissue significantly decreased (P0.01), and serum IL-1β and IL-18 levels also decreased significantly (P0.05). ConclusionSQWF can improve lung function and alleviate inflammatory responses in COPD rats. Its mechanism may be related to regulating the ROS/TXNIP/NLRP3 pathway and inhibiting pyroptosis.
5.Mechanism of Neochlorogenic Acid in Ameliorating Psoriatic Keratinocyte Proliferation and Inflammation by Targeting HSP90 to Modulate NF-κB/NLRP3 Signaling Pathway
Mengyao JIANG ; Xinwei ZHANG ; Bin YANG ; Ping SONG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(17):89-98
ObjectiveTo investigate the target proteins directly bound by neochlorogenic acid (NA) and the molecular mechanisms that ameliorate the proliferation and inflammatory response of psoriatic keratinocytes. MethodsM5-induced HaCaT cells were used as a psoriatic keratinocyte proliferation and inflammatory cell model. The synthesized NA probe (NA-P) and NA prodrug were first evaluated for cell viability using a cell proliferation/cell counting kit-8(CCK-8). The potency of NA and NA-P was evaluated in the safe concentration range, and the effects of 0-100 μmol·L-1 NA and probe on M5-induced proliferation of HaCaT cells were detected using CCK-8. The effects of 20, 40, 80 μmol·L-1 NA and 80 μmol·L-1 NA-P on the expression of tumor necrosis factor-α (TNF-α), interleukin-1β (IL-1β), interleukin-23 (IL-23), and interleukin-17A (IL-17A) inflammatory factors were detected by enzyme-linked immunosorbent assay (ELISA), and real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) was used to measure the effects of NA on the mRNA expression of keratin 16 (K16) in HaCaT cells, S100 calcium-binding protein A9 (S100A9), S100 calcium-binding protein A7 (S100A7), IL-6, IL-17A, and chemokine 1 (CXCL1). In vitro fluorescence labeling and competition experiments using NA-P were performed, and target protein angling and analysis using pull-down experiments combined with liquid chromatography-mass spectrometry (Pull-down/LC-MS/MS) were conducted. Target validation was performed using pull-down experiments combined with protein immunoblotting (Pull down-WB), cellular heat transfer analysis combined with protein immunoblot (CETSA-WB) experiments, and molecular docking. Finally, Real-time PCR was utilized to detect the effects of 20, 40, 80 μmol·L-1 NA and 80 μmol·L-1 NA-P on the mRNA expression of IL-1β, nucleotide-binding oligomeric structural domain-like receptor protein 3 (NLRP3), apoptosis-associated speckled-like protein (ASC), and cysteine protease-1 (Caspase-1) in HaCaT cells. Protein immunoblot (Western blot) was used to detect the effects of phosphorylated p65 (p-p65), p65, phosphorylated human nuclear factor-κB inhibitory protein α (p-IκBα), human nuclear factor κB inhibitory protein α (IκBα), and heat shock protein 90 (HSP90) expression. ResultsIn the 200 μmol·L-1 safe concentration range, HaCaT cell proliferation, increased expression of TNF-α, IL-1β, IL-23, and IL-17A inflammatory factors, and increased mRNA expression of K16, S100A9, S100A7, IL-6, IL-17A, and CXCL1 were observed in the M5 group compared with the blank group. Cell proliferation in 5-100 μmol·L-1 NA and NA-P groups was inhibited, and the expression of TNF-α, IL-1β, IL-23, and IL-17A inflammatory factors was decreased in the NA-L, NA-M, NA-H, and NA-P-H groups. The mRNA expression of K16, S100A9, S100A7, IL-6, IL-17A, and CXCL1 was decreased (P<0.05). High-confidence targets were screened for HSP90 protein by Pull-down/LC-MS/MS using 200 μmol·L-1 NA competing with 100 μmol·L-1 NA-P. Compared with that in the blank group, the mRNA expression of NLRP3, IL-1β, ASC, and Caspase-1, as well as the expression of p-p65/p65, p-IκBα/IκBα, and HSP90 protein, were increased in HaCaT cells in the M5 group (P<0.05). Compared with that in the M5 group, the mRNA expression of NLRP3, IL-1β, ASC, and Caspase-1 of cells in the NA-L group, the NA-M group, the NA-H group, and the NA-P-H group was decreased (P<0.05). p-p65/p65 and p-IκBα/IκBα were decreased in the NA-M and NA-H groups (P<0.05), and there was no change in HSP90 protein. Pull down-WB showed that NA could directly target HSP90 protein, and NA binding to HSP90 protein enhanced its thermal stability. Molecular docking of NA with HSP90 family proteins HSP90AA1, HSP90B1, and HSP90AB1 all resulted in highly stable binding. ConclusionNA can inhibit the proliferation and inflammatory response of psoriatic keratinocytes by a mechanism that may be achieved by targeting HSP90 to modulate the NF-κB/NLRP3 signaling pathway.
6.Mechanism of Neochlorogenic Acid in Ameliorating Psoriatic Keratinocyte Proliferation and Inflammation by Targeting HSP90 to Modulate NF-κB/NLRP3 Signaling Pathway
Mengyao JIANG ; Xinwei ZHANG ; Bin YANG ; Ping SONG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(17):89-98
ObjectiveTo investigate the target proteins directly bound by neochlorogenic acid (NA) and the molecular mechanisms that ameliorate the proliferation and inflammatory response of psoriatic keratinocytes. MethodsM5-induced HaCaT cells were used as a psoriatic keratinocyte proliferation and inflammatory cell model. The synthesized NA probe (NA-P) and NA prodrug were first evaluated for cell viability using a cell proliferation/cell counting kit-8(CCK-8). The potency of NA and NA-P was evaluated in the safe concentration range, and the effects of 0-100 μmol·L-1 NA and probe on M5-induced proliferation of HaCaT cells were detected using CCK-8. The effects of 20, 40, 80 μmol·L-1 NA and 80 μmol·L-1 NA-P on the expression of tumor necrosis factor-α (TNF-α), interleukin-1β (IL-1β), interleukin-23 (IL-23), and interleukin-17A (IL-17A) inflammatory factors were detected by enzyme-linked immunosorbent assay (ELISA), and real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) was used to measure the effects of NA on the mRNA expression of keratin 16 (K16) in HaCaT cells, S100 calcium-binding protein A9 (S100A9), S100 calcium-binding protein A7 (S100A7), IL-6, IL-17A, and chemokine 1 (CXCL1). In vitro fluorescence labeling and competition experiments using NA-P were performed, and target protein angling and analysis using pull-down experiments combined with liquid chromatography-mass spectrometry (Pull-down/LC-MS/MS) were conducted. Target validation was performed using pull-down experiments combined with protein immunoblotting (Pull down-WB), cellular heat transfer analysis combined with protein immunoblot (CETSA-WB) experiments, and molecular docking. Finally, Real-time PCR was utilized to detect the effects of 20, 40, 80 μmol·L-1 NA and 80 μmol·L-1 NA-P on the mRNA expression of IL-1β, nucleotide-binding oligomeric structural domain-like receptor protein 3 (NLRP3), apoptosis-associated speckled-like protein (ASC), and cysteine protease-1 (Caspase-1) in HaCaT cells. Protein immunoblot (Western blot) was used to detect the effects of phosphorylated p65 (p-p65), p65, phosphorylated human nuclear factor-κB inhibitory protein α (p-IκBα), human nuclear factor κB inhibitory protein α (IκBα), and heat shock protein 90 (HSP90) expression. ResultsIn the 200 μmol·L-1 safe concentration range, HaCaT cell proliferation, increased expression of TNF-α, IL-1β, IL-23, and IL-17A inflammatory factors, and increased mRNA expression of K16, S100A9, S100A7, IL-6, IL-17A, and CXCL1 were observed in the M5 group compared with the blank group. Cell proliferation in 5-100 μmol·L-1 NA and NA-P groups was inhibited, and the expression of TNF-α, IL-1β, IL-23, and IL-17A inflammatory factors was decreased in the NA-L, NA-M, NA-H, and NA-P-H groups. The mRNA expression of K16, S100A9, S100A7, IL-6, IL-17A, and CXCL1 was decreased (P<0.05). High-confidence targets were screened for HSP90 protein by Pull-down/LC-MS/MS using 200 μmol·L-1 NA competing with 100 μmol·L-1 NA-P. Compared with that in the blank group, the mRNA expression of NLRP3, IL-1β, ASC, and Caspase-1, as well as the expression of p-p65/p65, p-IκBα/IκBα, and HSP90 protein, were increased in HaCaT cells in the M5 group (P<0.05). Compared with that in the M5 group, the mRNA expression of NLRP3, IL-1β, ASC, and Caspase-1 of cells in the NA-L group, the NA-M group, the NA-H group, and the NA-P-H group was decreased (P<0.05). p-p65/p65 and p-IκBα/IκBα were decreased in the NA-M and NA-H groups (P<0.05), and there was no change in HSP90 protein. Pull down-WB showed that NA could directly target HSP90 protein, and NA binding to HSP90 protein enhanced its thermal stability. Molecular docking of NA with HSP90 family proteins HSP90AA1, HSP90B1, and HSP90AB1 all resulted in highly stable binding. ConclusionNA can inhibit the proliferation and inflammatory response of psoriatic keratinocytes by a mechanism that may be achieved by targeting HSP90 to modulate the NF-κB/NLRP3 signaling pathway.
7.Intercellular communication interference through energy metabolism-related exosome secretion inhibition for liver fibrosis treatment.
Mengyao ZHANG ; Huaqing JING ; Xinyi LIU ; Valentin A MILICHKO ; Yunsheng DOU ; Yingzi REN ; Zitong QIU ; Wen LI ; Weili LIU ; Xinxing WANG ; Nan LI
Acta Pharmaceutica Sinica B 2025;15(9):4900-4916
As activated hepatic stellate cells (aHSCs) play a central role in fibrogenesis, they have become key target cells for anti-fibrotic treatment. Nevertheless, the therapeutic efficiency is constrained by the exosomes they secrete, which are linked to energy metabolism and continuously stimulate the activation of neighboring quiescent hepatic stellate cells (qHSCs). Herein, an intercellular communication interference strategy is designed utilizing paeoniflorin (PF) loaded and hyaluronic acid (HA) coated copper-doped ZIF-8 (PF@HA-Cu/ZIF-8, PF@HCZ) to reduce energy-related exosome secretion from aHSCs, thus preserving neighboring qHSCs in a quiescent state. Simultaneously, the released copper and zinc ions disrupt key enzymes involved in glycolysis to reduce bioenergy synthesis in aHSCs, thereby promoting the reversion of aHSCs to a quiescent state and further decreasing exosome secretion. Therefore, PF@HCZ can effectively sustain both aHSCs and qHSCs in a metabolically dormant state to ultimately alleviate liver fibrosis. The study provides an enlightening strategy for interrupting exosome-mediated intercellular communication and remodeling the energy metabolic status of HSCs with boosted antifibrogenic activity.
8.Regulatory role of KH-type splicing regulatory protein in lung adenocarcinoma:key role of JAK1/STAT3 pathway
Chaonan MA ; Mengyao WANG ; Sa ZHANG ; Li LI ; Haitao WEI
Chinese Journal of Comparative Medicine 2025;35(1):1-12
Objective To investigate the effect of KH-type splicing regulatory protein(KHSRP)on the malignant biological behavior of lung adenocarcinoma(LUAD)by targeting the Janus kinase 1(JAK1)/signal transducer and activator of transcription 3(STAT3)signaling axis.Methods Clinical data were collected for 64 patients with LUAD,diagnosed at Huaihe Hospital from January 2017 to December 2018.Expression levels of KHSRP were detected in LUAD tissues and adjacent tissues by immunohistochemical staining.KHSRP gene expression was also detected in LUAD cell lines(SPC-A1,H1975,CL1-5,PC-9,Calu-3,H446)and normal human bronchial epithelial cells using quantitative reverse transcription-polymerase chain reaction.KHSRP expression in SPC-A1,H1975,PC-9,and Calu-3 cells was manipulated by lentivirus transfection.The effects of KHSRP on the proliferation,migration,and invasion of LUAD cells were detected by Cell Counting Kit-8 and Transwell assays.The effects of KHSRP overexpression and knockdown were also investigated in a mouse xenograft tumor model,and JAK/STAT signaling pathway proteins were detected by Western blot.Rescue experiments were conducted to verify if KHSRP promoted the malignant progression of LUAD cells by regulating the JAK1/STAT3 signaling pathway.Results KHSRP expression was significantly higher in LUAD tissues compared with adjacent tissues(P<0.05).Overexpression of KHSRP significantly promoted the proliferation,migration,and invasion of LUAD cells in vitro(P<0.05).KHSRP also promoted LUAD cell xenograft tumor growth and lung nodule metastasis in nude mice in vivo(P<0.01).KHSRP knockdown significantly decreased the levels of JAK1,phospho-JAK1,and STAT3 in the JAK/STAT signaling pathway,while the situation was reversed following KHSRP overexpression(P<0.05).Rescue experiments showed that KHSRP reversed the inhibitory effect of knockdown(P<0.05).Conclusions KHSRP targets the JAK1/STAT3 signaling pathway and acts as an oncogene in LUAD.
9.Research advances in the impact of reduction in portal venous pressure after transjugular intrahepatic portosystemic shunt on prognosis
Yanqing BAO ; Yu WANG ; Zhijiao ZHANG ; Mengyao ZHENG ; Hua HUANG ; Gongfang ZHAO
Journal of Clinical Hepatology 2025;41(8):1679-1684
Transjugular intrahepatic portosystemic shunt(TIPS)is an important intervention for portal hypertension,and the degree of reduction in portal venous pressure is closely associated with the prognosis of patients.While a greater reduction in portal venous pressure may lead to more effective alleviation of portal hypertensive symptoms in cirrhotic patients,it also increases the risk of hepatic encephalopathy and liver failure.Therefore,appropriate control of the degree of reduction in portal venous pressure is essential for optimizing therapeutic outcomes.This article reviews the methods for measuring portal venous pressure,the factors affecting the reduction in portal venous pressure,the optimal range for reduction in different indications,and the impact of varying degrees of pressure reduction on complications,in order to provide guidance for improving the treatment outcome of TIPS and the prognosis of patients after surgery.
10.Effects of KHSRP targeting JAK1/STAT3 signaling pathway on the malignant biological behavior of the adenocarcinoma of esophagogastric junction
Haifeng ZHANG ; Mengyao WANG ; Xiaolong WANG ; Yangyang LIU ; Li LI ; Haitao WEI
Chinese Journal of Cancer Biotherapy 2025;32(1):38-47
Objective:To investigate the effects of KH-type splicing regulatory protein(KHSRP)targeting and regulating JAK1/STAT3 signaling axis on the proliferation,migration and invasion of the adenocarcinoma of esophagogastric junction(AEG)cells,as well as the growth of transplanted tumors and lung metastasis.Methods:A total of 64 pairs of AEG tissue and adjacent normal tissue samples,along with clinical data from patients diagnosed at Huaihe Hospital from January 2017 to December 2018 were collected.The expression level of KHSRP in AEG tissues and adjacent normal tissues was observed using immunohistochemical staining.The differential expression of KHSRP in AEG cells(OE-19,TE-7,BIC-1,FLO-1,SK-GT-4,BE-3)and normal esophageal epithelial cells(Het-1A)was detected by qPCR.Lentiviral vectors were used to knockdown and overexpress KHSRP in OE-19,TE-7,FLO-1,and SK-GT-4 cells.The experiment was divided into the following groups:sh-NC group,sh-KHSRP group,Vector group,and KHSRP overexpression group(KHSRP group).The knockdown or overexpression efficiency was detected by qPCR,and the effects of KHSRP knockdown or overexpression on AEG cell proliferation,migration and invasion were evaluated using CCK-8 and Transwell assays,respectively.A mouse xenograft and lung metastasis model was established to observe the effects of KHSRP on tumor growth and metastasis in vivo.The targeted regulation of JAK/STAT signaling pathway by KHSRP was verified by Western blotting.A rescue experiment was conducted to verify whether KHSRP promoted malignant progression of AEG cells through the JAK1/STAT3 signaling pathway.Results:Compared with adjacent normal tissues,the expression level of KHSRP in AEG tissues was significantly increased(P<0.05 or P<0.01).Cell function experiments showed that KHSRP overexpression significantly promoted AEG cell proliferation,migration,and invasion in vitro(P<0.05 or P<0.01).In vivo animal experiments showed that KHSRP promoted AEG cell xenograft tumor growth and lung metastasis in nude mice(P<0.05 or P<0.01).After KHSRP knockdown,the phosphorylation levels of JAK1 and STAT3 in the JAK/STAT signaling pathway were significantly reduced,while overexpression of KHSRP led to the opposite results(P<0.05 or P<0.01).Rescue experiment showed that KHSRP could reverse the inhibition of cell proliferation,migration,and invasion caused by JAK1/STAT3 knockdown(P<0.05 or P<0.01).Conclusion:KHSRP regulates the malignant progression of AEG cells by activating JAK1/STAT3 signaling axis.KHSRP may become a potential target for the clinical treatment of AEG.

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