1.Effect of Huatan Qushi Huoxue prescription on macrophage efferocytosis mediated by a disintegrin and metalloproteinase 17 and triggering receptor expressed on myeloid cells 2 in rats with metabolic dysfunction-associated steatohepatitis
Lihui ZHANG ; Sutong LIU ; Qing ZHAO ; Shanzheng LI ; Minghao LIU ; Wenxia ZHAO
Journal of Clinical Hepatology 2026;42(2):345-355
ObjectiveTo investigate the therapeutic effect and mechanism of Huatan Qushi Huoxue prescription on rats with metabolic dysfunction-associated steatohepatitis (MASH). MethodsA total of 60 specific pathogen-free Sprague-Dawley rats were randomly divided into blank control group, model A group, model B group, Western medicine group (polyene phosphatidylcholine, 143.64 mg/kg), high-dose Chinese medicine group (Huatan Qushi Huoxue prescription, 20.16 g/kg), and middle-dose Chinese medicine group (Huatan Qushi Huoxue prescription, 10.08 g/kg). All rats except those in the blank control group were given high-fat diet. Samples were collected from the model A group at week 8, and since week 12, the other groups were given the corresponding drug once a day for 8 consecutive weeks, with samples collected at week 20. Body weight, liver wet weight, and liver index were measured for all rats; the microplate method was used to measure the serum levels of alanine aminotransferase (ALT), aspartate aminotransferase (AST), total cholesterol (TC), triglycerides (TG), high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), and free fatty acids (FFA); ELISA was used to measure the serum levels of tumor necrosis factor-α (TNF-α), interleukin-1β (IL-1β), interleukin-6 (IL-6), and soluble triggering receptor expressed on myeloid cells 2 (sTREM2); HE staining and oil red O staining were performed to observe liver histopathological changes; immunofluorescence assay was used to measure CD68+TREM2+ cells in liver tissue and calculate the phagocytosis rate of macrophages; quantitative real-time PCR was used to measure the mRNA expression levels of sphingosine 1-phosphate (S1P), sphingosine 1-phosphate receptor 1 (S1PR1), a disintegrin and metalloproteinase 17 (ADAM17), and triggering receptor expressed on myeloid cells 2 (TREM2) in liver tissue, and immunohistochemistry was used to measure the protein expression levels of S1P, S1PR1, ADAM17, and TREM2 in liver tissue. A one-way analysis of variance was used for comparison of normally distributed continuous data with homogeneity of variance between groups, and the least significant difference t-test was used for further comparison between two groups; the Welch’s test was used for comparison of normally distributed continuous data with heterogeneity of variance between groups, and the Tamhane’s test was used for further comparison between two groups. The Kruskal-Wallis H test was used for comparison of non-normally distributed continuous data between groups, and the Dunn’s test was used for further comparison between two groups. ResultsCompared with the blank control group, the model A group and the model B group had significant increases in body weight and liver wet weight, and the model B group had a significant increase in liver index (all P<0.05). HE staining showed diffuse macrovesicular steatosis of liver tissue in the model A group and a large number of hepatocytes with ballooning degeneration in liver tissue in the model group B, with the presence of mixed inflammatory cell infiltration and mild perisinusoidal fibrosis in the lobules and the portal area. Compared with the blank control group, the model A group and the model B group had significant increases in NAS score and oil red O-positive area (all P<0.05), and the model B group had significant increases in these two indicators than the model A group (both P<0.05). Compared with the blank control group, the model A group and the model B group had significant increases in the serum levels of TC, TG, LDL-C, FFA, IL-1β, IL-6, and sTREM2 and a significant reduction in the serum level of HDL-C, and the model B group had significant increases in the serum levels of ALT, AST, and TNF-α (all P<0.05); compared with the model A group, the model B group had significant increases in the serum levels of ALT, AST, TC, TG, FFA, TNF-α, IL-1β, IL-6, and sTREM2 and a significant reduction in the serum level of HDL-C (all P<0.05). Immunofluorescence assay showed that compared with the blank control group, the model A group had a significant increase in the phagocytosis rate of macrophages (P<0.05), while the model B group had a significantly lower phagocytosis rate of macrophages than the model A group (P<0.05). Quantitative real-time PCR showed that compared with the blank control group, the model A group and the model B group had a significant increase in the mRNA expression level of TREM2, and the model B group had significant increases in the mRNA expression levels of S1P and S1PR1 (both P<0.05); moreover, compared with the model A group, the model B group had significant increases in the mRNA expression levels of S1PR1 and TREM2 (both P<0.05). Immunohistochemistry showed that compared with the blank control group, the model A group and the model B group had significant increases in the protein expression levels of S1P, S1PR1, and ADAM17, and the model A group had a significant increase in the protein expression level of TREM2 (all P<0.05); compared with the model A group, the model B group had significant increases in the protein expression levels of S1P, S1PR1, and ADAM17 and a significant reduction in the protein expression level of TREM2 (all P<0.05). Compared with the model B group, each medication group had significant reductions in body weight, liver wet weight, and liver index (all P<0.05); each medication group had significant improvements in hepatic steatosis and inflammatory damage, with significant reductions in NAS score and oil red O-positive area (all P<0.05); each medication group had significant reductions in the serum levels of ALT, AST, TC, TG, FFA, IL-1β, and IL-6 (all P<0.05) and a significant increase in the serum level of HDL-C (P<0.05), and the high-dose Chinese medicine group had a significant reduction in the serum level of TNF-α (P<0.05); each medication group had a significant increase in the phagocytosis rate of macrophages (all P<0.05); the high- and middle-dose Chinese medicine groups had a significant reduction in the protein expression level of ADAM17, and the high-dose Chinese medicine group had a significant increase in the protein expression level of TREM2 (all P<0.05). ConclusionHuatan Qushi Huoxue prescription improves lipid metabolism and inflammation in the liver of MASH rats by regulating hepatic macrophage phagocytosis.
2.Study on the mechanism of Huatan qushi huoxue formula in improving metabolic dysfunction-associated steatohepatitis by inhibiting macrophage pyroptosis
Yajie GUAN ; Qizhen ZHANG ; Junjiao XU ; Yijia SONG ; Dongfang SHANG ; Wenxia ZHAO ; Minghao LIU
China Pharmacy 2026;37(7):864-869
OBJECTIVE To focus on the classic NOD-like receptor protein 3 (NLRP3)/Caspase-1/gasdermin D (GSDMD) pyroptosis pathway and explore the mechanism by which Huatan qushi huoxue formula (HQHF) inhibits macrophage pyroptosis to ameliorate metabolic dysfunction-associated steatohepatitis (MASH). METHODS RAW264.7 cells were divided into 5 groups: Control group (10% blank serum), Model group [10% blank serum+5 μg/mL lipopolysaccharide (LPS)], HQHF-L group (2.5% drug-containing serum+7.5% blank serum+5 μg/mL LPS), HQHF-M group (5% drug-containing serum+5% blank serum+5 μg/mL LPS), and HQHF-H group (10% drug-containing serum+5 μg/mL LPS). After 24 h of routine culture post-administration, cells and supernatants were collected for assays. Cell morphology was observed via scanning electron microscopy and phase-contrast microscopy; localization and expression of gasdermin D-N (GSDMD-N) were observed by immunofluorescence. Interleukin-1β (IL-1β) and IL-18 contents in supernatants were detected by ELISA; mRNA and protein expressions of NLRP3, Caspase-1, and GSDMD were measured using real-time PCR and Western blot. RESULTS Compared with the Control group, the Model group showed typical pyroptotic morphology (cell membrane bulging and pore formation), increased aggregation and fluorescence intensity of GSDMD-N on the cell membrane ( P <0.05), significantly increased the contents of IL-1β and IL-18 in cell supernatants ( P <0.05), and significantly up-regulated mRNA and protein expressions of NLRP3, Caspase-1, and GSDMD in cells ( P <0.05). Compared with the Model group, the HQHF-L, HQHF-M and HQHF-H groups showed improved pyroptotic morphology, reduced membrane localization and significantly weakened fluorescence intensity of GSDMD-N ( P <0.05), significantly decreased the contents of IL-1β and IL-18 in cell supernatants ( P <0.05), and significantly down-regulated mRNA and protein expressions of NLRP3, Caspase-1, and GSDMD in cells ( P <0.05). CONCLUSIONS HQHF inhibits LPS-induced macrophage pyroptosis, and its mechanism of improving MASH may be associated with the suppression of the activation of the classical NLRP3/Caspase-1/GSDMD pyroptosis pathway.
3.Mechanism of Qingre antai decoction in improving pregnancy outcomes of threatened abortion rats with blood heat syndrome based on JAK2/STAT3 and PI3K/AKT dual signaling pathways
Liya MA ; Yanduo SHEN ; Jiale ZHANG ; Liujun WU ; Bingheng XIE ; Xingfei WU ; Chen LIU ; Minghao ZHANG ; Xuelin ZHANG ; Dawei ZHANG
China Pharmacy 2026;37(9):1127-1133
OBJECTIVE To explore the mechanism by which Qingre antai decoction improves pregnancy outcomes of threatened abortion rats with blood heat syndrome. METHODS The pregnant rats were randomly divided into normal group, model group, dydrogesterone group (0.002 g/kg), and Qingre antai decoction group (44.1 g/kg), with 13 rats in each group. Except for normal group, other groups were given warming-yang Chinese medicine and corresponding drugs intragastrically, once a day, for 12 consecutive days. On the 13th day of pregnancy, a single intragastric administration of mifepristone (5 mg/kg) was performed to establish a model of threatened abortion with blood heat syndrome. On the 14th day of pregnancy, the abortion rate and uterine coefficient were calculated; the pathological morphology of pregnant uterine was observed; the serum levels of 3,5,3′-triiodothyronine (T3), thyroid hormone (T4), thyroid stimulating hormone (TSH), as well as the levels of vascular endothelial growth factor (VEGF) and nitric oxide (NO) in the pregnant uterus were all determined; the expressions of mRNA and protein related to Janus kinase 2 (JAK2)/signal transducer and activator of transcription 3 (STAT3) and phosphatidylinositol 3-kinase (PI3K)/protein kinase B (AKT) pathways were detected. RESULTS Compared with normal group, the model group exhibited endometrial tissue damage, a reduced number of decidual cells, and a significant presence of blood stasis within the uterus; abortion rate, the serum levels of T3, T4 and TSH, the mRNA expressions of JAK2, STAT3 and suppressor of cytokine signaling 3 (SOCS3) as well as protein expressions of p-JAK2, p-STAT3 and SOCS3 in the pregnant uterus were increased significantly ( P <0.05); uterine coefficient, the levels of VEGF and NO in pregnant uterus, mRNA expressions of VEGFR2, PI3K, AKT and endothelial nitric oxide synthase(eNOS), protein expressions of VEGFR2, PI3K and eNOS as well as phosphorylation level of AKT in the pregnant uterus were significantly reduced ( P <0.05). Compared with model group, the endometrial tissue damage and congestion in the Qingre antai decoction group were significantly improved, and the levels of the aforementioned quantitative indicators were significantly reversed ( P <0.05). CONCLUSIONS Qingre antai decoction can improve the pregnancy outcomes in rats with threatened abortion of blood heat syndrome, the mechanism of which may be associated with inhibiting JAK2/STAT3 pathway and activating PI3K/AKT pathway.
4.Effects and mechanisms of modified Xiaoqinglong decoction combined with BMSCs on nasal-pulmonary-intestinal mucosal immunity in cold asthma rats
Mingyue REN ; Guihua SONG ; Tingting WANG ; Mengmeng SUN ; Bingxue ZHANG ; Minghao PENG
China Pharmacy 2026;37(13):1691-1696
OBJECTIVE To investigate the effects and mechanism of modified Xiaoqinglong decoction combined with bone marrow mesenchymal stem cells (BMSCs) on nasal-pulmonary-intestinal mucosal immunity in rats with cold asthma. METHODS SD rats were randomly divided into blank group, model group, BMSCs group, BMSCs+modified Xiaoqinglong decoction (6.39 g/kg) group, and BMSCs+dexamethasone (0.125 mg/kg) group, with 10 rats in each group. The cold asthma rat model was established by sensitization and atomization challenge with ovalbumin combined with aluminum hydroxide, together with cold air stimulation from air conditioners. One hour before the initial atomization challenge, rats in all groups except the blank group and model group were injected with BMSCs suspension via the tail vein. Starting from the 15th day of the experiment, rats in each group were intragastrically administered corresponding liquid medicine or normal saline once a day for 7 consecutive days. After the last administration, the asthmatic behavioral changes and pathological morphological changes of lung tissues in rats were evaluated. The levels of interleukin-6 (IL-6) and IL-10 in nasopharyngeal lavage fluid, bronchoalveolar lavage fluid (BALF) and intestinal mucus were detected. The expression levels of proteins related to the phosphatidylinositol 3-kinase (PI3K)/protein kinase B (Akt) signaling pathway in nasal, lung and intestinal tissues were determined. RESULTS Compared with the blank group, the asthmatic behavioral score, lung tissue injury score, IL-6 levels in nasopharyngeal lavage fluid, BALF and intestinal mucus, PI3K protein expression and Akt phosphorylation levels in nasal, lung and intestinal tissues of rats in the model group were significantly increased ( P <0.05); the IL-10 levels in nasopharyngeal lavage fluid, BALF and intestinal mucus were significantly decreased ( P <0.05). Alveolar atrophy, collapse and even fusion, abnormal hyperplasia and hypertrophy of bronchial smooth muscle, and massive inflammatory cell infiltration were observed. Compared with the model group, most of the above quantitative indicators in the BMSCs group, BMSCs+modified Xiaoqinglong decoction group and BMSCs+dexamethasone group were significantly reversed ( P <0.05), and pathological injuries of lung tissues were markedly alleviated. Compared with the BMSCs group, most of the above quantitative indicators were further improved in the BMSCs+modified Xiaoqinglong decoction group ( P <0.05). CONCLUSIONS Modified Xiaoqinglong decoction combined with BMSCs can effectively improve nasal-pulmonary-intestinal mucosal immunity and relieve asthmatic symptoms in cold asthma rats, and its mechanism may be related to inhibiting the activation of the PI3K/Akt signaling pathway.
5.Role of O-linked β-N-acetylglucosamine modification in metabolic associated fatty liver disease
Sutong LIU ; Lihui ZHANG ; Qing ZHAO ; Weichen MA ; Wanyi ZHU ; Minghao LIU ; Wenxia ZHAO
Journal of Clinical Hepatology 2026;42(6):1391-1397
Metabolic associated fatty liver disease (MAFLD) is a chronic liver disease with a rapidly increasing incidence rate worldwide, and its complex pathogenesis is closely associated with O-linked β-N-acetylglucosamine (O-GlcNAc) modification. As a dynamic and reversible post-translational modification of proteins, O-GlcNAc modification is mainly regulated by O-GlcNAc transferase and O-GlcNAcase. O-GlcNAc modification can drive hepatic steatosis, exacerbate insulin resistance, and impair mitochondrial function, thereby leading to the aggravation of metabolic disorders, promoting inflammation response, and driving the progression of MAFLD to metabolic associated steatohepatitis and hepatic fibrosis. This article systematically reviews the latest research advances in the role of O-GlcNAc modification in the development and progression of MAFLD, in order to provide theoretical support and research direction for a deeper understanding of the pathological mechanism of MAFLD and the development of effective therapeutic strategies.
6.Effects and mechanisms of modified Xiaoqinglong decoction combined with BMSCs on nasal-pulmonary-intestinal mucosal immunity in cold asthma rats
Mingyue REN ; Guihua SONG ; Tingting WANG ; Mengmeng SUN ; Bingxue ZHANG ; Minghao PENG
China Pharmacy 2026;37(13):1691-1696
OBJECTIVE To investigate the effects and mechanism of modified Xiaoqinglong decoction combined with bone marrow mesenchymal stem cells (BMSCs) on nasal-pulmonary-intestinal mucosal immunity in rats with cold asthma. METHODS SD rats were randomly divided into blank group, model group, BMSCs group, BMSCs+modified Xiaoqinglong decoction (6.39 g/kg) group, and BMSCs+dexamethasone (0.125 mg/kg) group, with 10 rats in each group. The cold asthma rat model was established by sensitization and atomization challenge with ovalbumin combined with aluminum hydroxide, together with cold air stimulation from air conditioners. One hour before the initial atomization challenge, rats in all groups except the blank group and model group were injected with BMSCs suspension via the tail vein. Starting from the 15th day of the experiment, rats in each group were intragastrically administered corresponding liquid medicine or normal saline once a day for 7 consecutive days. After the last administration, the asthmatic behavioral changes and pathological morphological changes of lung tissues in rats were evaluated. The levels of interleukin-6 (IL-6) and IL-10 in nasopharyngeal lavage fluid, bronchoalveolar lavage fluid (BALF) and intestinal mucus were detected. The expression levels of proteins related to the phosphatidylinositol 3-kinase (PI3K)/protein kinase B (Akt) signaling pathway in nasal, lung and intestinal tissues were determined. RESULTS Compared with the blank group, the asthmatic behavioral score, lung tissue injury score, IL-6 levels in nasopharyngeal lavage fluid, BALF and intestinal mucus, PI3K protein expression and Akt phosphorylation levels in nasal, lung and intestinal tissues of rats in the model group were significantly increased ( P <0.05); the IL-10 levels in nasopharyngeal lavage fluid, BALF and intestinal mucus were significantly decreased ( P <0.05). Alveolar atrophy, collapse and even fusion, abnormal hyperplasia and hypertrophy of bronchial smooth muscle, and massive inflammatory cell infiltration were observed. Compared with the model group, most of the above quantitative indicators in the BMSCs group, BMSCs+modified Xiaoqinglong decoction group and BMSCs+dexamethasone group were significantly reversed ( P <0.05), and pathological injuries of lung tissues were markedly alleviated. Compared with the BMSCs group, most of the above quantitative indicators were further improved in the BMSCs+modified Xiaoqinglong decoction group ( P <0.05). CONCLUSIONS Modified Xiaoqinglong decoction combined with BMSCs can effectively improve nasal-pulmonary-intestinal mucosal immunity and relieve asthmatic symptoms in cold asthma rats, and its mechanism may be related to inhibiting the activation of the PI3K/Akt signaling pathway.
7.Study on the improvement effects and mechanisms of Sangbaipi decoction in mice with second-hand smoke-induced pulmonary fibrosis
Runrui WU ; Minghao ZHANG ; Yuxin CHEN ; Run ZHANG ; Qiujin YAN ; Yanwen MAO
China Pharmacy 2026;37(14):1851-1855
OBJECTIVE To investigate the improvement effects and potential mechanisms of Sangbaipi decoction (SBP) on mice with second-hand smoke-induced pulmonary fibrosis (PF). METHODS Using network pharmacology methods, the common targets between the active components of SBP and PF-specific targets were screened, the protein-protein interaction network was constructed, the pathway enrichment analysis was performed using the Kyoto Encyclopedia of Genes and Genomes, and the molecular docking was conducted. Based on these results, the male Kunming mice were divided into a normal control group, a model control group, an SBP group (1.08 g/kg, calculated by crude drugs), and a pirfenidone group (positive control, 90 mg/kg), with eight mice in each group. Except for the normal control group, all other groups were exposed to second-hand smoke via the static respiratory tract smoking method (30 min of smoking twice daily for 20 consecutive days) to establish a mouse model of PF induced by second-hand smoke. Each drug group was administered the corresponding drug solution via gavage 0.5 h after the second daily smoke exposure; the normal control and model control groups were simultaneously administered an equal volume of water via gavage, once daily for 20 consecutive days. Twenty-four hours after the final administration, pathological changes in lung tissue were observed, and the levels of pro-inflammatory factors, injury markers, and the expression of proteins in related signaling pathways in lung tissue were detected. RESULTS A total of 2 448 common targets were identified, with core targets including protein kinase B1 (AKT1), tumor necrosis factor-α (TNF-α), and interleukin-6 (IL-6), which were enriched in signaling pathways such as phosphoinositide 3-kinase (PI3K)/AKT. The bin ding energies of AKT1, PI3K, TNF-α, and IL-6 to the active compound chaksine were -11.0, -7.7, -9.0, and -9.4 kcal/mol, respectively. Compared with the model control group, pathological changes such as inflammatory cell infiltration and collagen deposition in lung tissue were alleviated in the administration groups. The expression of collagen Ⅲ in lung tissue was significantly downregulated, and the levels of IL-6, TNF-α, tissue inhibitor of metalloproteinase 1, and pulmonary surfactant-associated protein D, as well as the percentage of positive areas with pulmonary fibrosis and protein phosphorylation levels of PI3K and AKT, were all significantly downregulated or reduced ( P <0.05). CONCLUSIONS The role of SBP in improving PF induced by second-hand smoke may be related to the regulation of multiple core targets, including AKT1, and the inhibition of the PI3K/AKT signaling pathway, thereby alleviating pulmonary inflammation and collagen deposition.
8.Mendelian randomization analysis of the causal associations between blood metabolites and two autoimmune thyroid diseases
Yi MENG ; Minghao JIANG ; Yanxin ZHANG ; Youjie ZENG ; Sumei XU ; Dai LI
Chinese Journal of General Surgery 2025;34(7):1451-1463
Background and Aims:Autoimmune thyroid disease(AITD)are closely associated with metabolic dysregulation,but the causal role of specific metabolites remains unclear.This study aimed to systematically evaluate the causal relationships between approximately 1 400 blood metabolites and two major AITD subtypes-Graves'disease(GD)and Hashimoto's thyroiditis(HT)-using a two-sample Mendelian randomization(MR)approach,to identify potential risk or protective metabolites and provide genetic evidence for mechanistic studies and targeted metabolic interventions.Methods:Summary-level genome-wide association study(GWAS)data for blood metabolites and AITDs were analyzed using inverse-variance weighted MR as the primary method,supplemented by MR-Egger,weighted median,and mode-based methods.Heterogeneity,pleiotropy,and robustness were assessed through Cochran's Q test,horizontal pleiotropy test,and leave-one-out analyses.Results:Forty-nine metabolites showed significant causal associations with GD and 89 with HT.Hexanoylglutamine and ceramide(d18∶1/16∶0)were identified as GD risk factors,while N2,N2-dimethylguanosine and β-hydroxyisovalerylcarnitine were protective.Pregnanediol sulfate and theobromine were associated with increased HT risk,whereas dihomo-linolenate(20:3n3 or n6)and caprylate appeared protective.The α-ketoglutarate/succinate ratio was positively associated with both diseases,suggesting a shared metabolic risk pathway.Conclusion:This MR study provides genetic evidence supporting causal links between multiple blood metabolites and GD or HT.Several metabolites may serve as predictive or protective biomarkers,offering novel insights into the pathophysiology,early screening,and personalized metabolic intervention strategies for AITDs.
9.Intervention Effect and Mechanism of Danggui Shaoyao Power in Rats of Spontaneous Abortion Based on Protenomics
Liya MA ; Bin LIU ; Shen GUO ; Zhaoxuan ZU ; Jingwen DU ; Jiahao GAO ; Xin ZHANG ; Tong ZHANG ; Aoyu QI ; Yu TANG ; Minghao ZHANG ; Dawei ZHANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(1):268-280
Objective To investigate the intervention effects and mechanism of Danggui Shaoyao power on spontaneous abortion rats.Methods A total of 60 first-day pregnant rats were randomly divided into normal group,model group,dydrogesterone group and Danggui Shaoyao power low,middle,and high dose groups,with 10 rats in each group.The low,middle,and high dose groups were given Danggui Shaoyao power 5.175 g·kg-1,10.35 g·kg-1,20.7 g·kg-1,respectively,from 1 to 12 days of gestation,and the dydrogesterone group was given dydrogesterone tablet solution 2 mg·kg-1 once a day.On the 13th day of gestation,rats model of spontaneous abortion was established by intragastric administration of 5 mg·kg-1 of mifepristone tablet solution except for the normal group.Serum levels of GnRH,FSH,LH,E2 were measured,and abortion rates and uterine coefficients were calculated.The pathological changes of pregnant uterus were observed by haematoxylin-eosin(HE)staining.The differential proteins in rats pregnant uterus were detected by Label-Free shotgun proteomic technique,and the PPI,Gene Ontology(GO),and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathways analysis of the differential proteins were analyzed.Immunohistochemistry was used to verify the expression levels of differential proteins.Results Compared with normal group,the serum levels of GnRH,FSH,LH,E2 and uterine coefficients were decreased,and the abortion rates were increased in model group(P<0.05).There were abortion lesions of spontaneous abortion in model group.Compared with model group,the serum levels of GnRH,FSH,LH,E2 and uterine coefficients were increased(P<0.05),and the abortion rates were decreased(P<0.05)in dydrogesterone group and Danggui Shaoyao power low,middle,and high dose groups.Proteomic results showed that a total of 550 proteins were quantified in this study.PPI analysis showed that a total of 159 proteins interacted with other proteins as hubs;the results of GO and KEGG enrichment analysis showed that the intervention effect of Danggui Shaoyao power on spontaneous abortion is related to the focal adhesion pathway,and involved upregulation of Akt2,Col6a1,Col6a2 and downregulation of Pten.Immunohistochemistry results showed that compared with normal group,the expression level of Akt2,Col6a1 and Col6a2 were decreased(P<0.05),and the expression level of Pten was increased(P<0.05)in model group.Compared with model group,the expression level of Akt2,Col6a1 and Col6a2 were increased(P<0.05),and the expression level of Pten was decreased(P<0.05)in dydrogesterone group and Danggui Shaoyao power low,middle,and high dose groups.Conclusions Danggui Shaoyao power has the intervention effect on spontaneous abortion,and its mechanism may be related to by demoting the protein expressions of Pten,and promoting the protein expressions of Akt2,Col6a1 and Col6a2.
10.Integration of prototype generation and contrastive learning for liver tumor segmentation in ultrasound image
Congrui ZHANG ; Xukun ZHANG ; Minghao HAN ; Lihua ZHANG ; Xiaoying WANG
Chinese Journal of Medical Physics 2025;42(10):1321-1327
To tackle the challenges posed by low resolution,weak contrast,and positional variations in liver tumor ultrasound images,which affects the diagnostic efficiency and accuracy,a novel method based on prototype generation and contrastive learning is proposed for liver tumor segmentation in ultrasound images.The core of this method is a weighted mask attention Transformer structure which utilizes the probabilities of real categories in the predicted probability distribution to weight image feature vectors,generates class prototypes with category discrimination,and thereby effectively captures key features while enhancing spatial information representation.By combining contrastive loss with Dice cross-entropy loss,the model achieves significant improvements in both category discrimination capability and segmentation accuracy,and overcomes the limitations of traditional models related to insufficient spatial information and intra-class pixel distribution imbalance.Comprehensive evaluations of the proposed method are conducted on a collected dataset of 253 ultrasound images,and the experimental results reveal that the proposed method attains a mean intersection-over-union of 78.44%and a Dice similarity coefficient of 87.41%,validating its superiority in liver tumor segmentation from ultrasound image.

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