1.Effect of Modified Duhuo Jisheng Mixture Regulating PI3K/Akt/mTOR Signaling Pathway on Synoviocyte Pyroptosis in Rabbit Models of Knee Osteoarthritis
Zifeng YE ; Yiwei YUAN ; Liguo QIU ; Xuyi TAN ; Liang OU ; Gaoyan KUANG ; Min LU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(1):170-179
ObjectiveTo explore the potential mechanisms of action of the modified Duhuo Jisheng Mixture (JDJM) in treating synovial lesions in knee osteoarthritis (KOA). MethodsA total of 43 male New Zealand white rabbits were randomly allocated into a blank group (n=8) and a model group (n=35). The KOA model was induced by immobilizing the right hind limb with a high-molecular resin plaster bandage, with a modeling period of 6 weeks, resulting in successful modeling in 32 rabbits. These rabbits were then randomly allocated to the model group, celecoxib group, JDJM group and JDJM+740Y-P group, each consisting of 8 rabbits. The celecoxib group received celecoxib via gavage at a single dose of 0.009 3 g·kg-1, while the JDJM was administered a single dose of 6.8 mL·kg-1 (4.515 2 g·kg-1) of the herbal preparation via gavage. The phosphatidylinositol 3-kinase/protein kinase B/mammalian target of rapamycin (PI3K/Akt/mTOR) pathway activator + JDJM group received 4.515 2 g·kg-1 of the herbal preparation via gavage along with an auricular vein injection of 0.15 μmol·kg-1 740Y-P. For a period of 6 weeks, the remaining groups received an equal volume of physiological saline via gavage daily. After the medication period, the knee joint pain threshold and circumference were measured, and hematoxylin-eosin (HE) staining was performed to assess the pathological changes in the synovial tissues. Enzyme-linked immunosorbent assay (ELISA) measured the levels of interleukin-1β (IL-1β), interleukin-6 (IL-18) and tumor necrosis factor-α (TNF-α) in the joint fluid. Real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) was used to assess the mRNA expression of PI3K, Akt, mTOR, NOD-like receptor protein 3 (NLRP3), cysteine-requiring aspartate protease-1 (Caspase-1) and gasdermin D (GSDMD) in the synovial tissues. Immunohistochemical (IHC) assay was performed to assess the protein expression of NLRP3, Caspase-1 and GSDMD. Western blot was carried out to analyze the protein expression of p-PI3K/PI3K, p-Akt/Akt, p-mTOR/mTOR, NLRP3, Caspase-1 and GSDMD. ResultsCompared to the blank group, the model group showed a significant increase in knee joint circumference and decrease in pain threshold, the synovial tissue pathology score was higher (P<0.05), and the levels of IL-1β, IL-18, and TNF-α in the joint fluid significantly increased (P<0.01). PI3K, Akt, mTOR phosphorylation as well as mRNA and protein expression increased (P<0.01), while the mRNA and protein expression levels of NLRP3, Caspase-1 and GSDMD also significantly increased (P<0.01). Compared to the model group, the celecoxib and JDJM groups exhibited a significant reduction in knee joint circumference and increase in pain threshold, the synovial tissue pathology score was lower (P<0.05), and the levels of IL-1β, IL-18, and TNF-α in the joint fluid decreased (P<0.01). The mRNA and protein expression of p-PI3K, p-Akt, p-mTOR, NLRP3, Caspase-1 and GSDMD were reduced (P<0.01). Compared to the JDJM group, the JDJM+740Y-P group showed a decrease in the improvement of synovial lesions, an increase in knee joint circumference, and a decrease in pain threshold. The synovial tissue pathology score was lower (P<0.05), and the levels of IL-1β, IL-18, and TNF-α in the joint fluid were higher (P<0.01). The mRNA and protein expression of p-PI3K/PI3K, p-Akt/Akt, p-mTOR/mTOR, NLRP3, Caspase-1 and GSDMD increased (P<0.01). ConclusionJDJM is effective in treating KOA. Its mechanism may involve modulating the PI3K/Akt/mTOR pathway in synovial tissues, inhibiting pyroptosis, reducing inflammatory factor release, and protecting bony structures.
2.Screening of Lu(a-b-) phenotype in Shenzhen and a comparative study on the population polymorphism of genes related to the Lutheran blood group system
Tong LIU ; Fan WU ; Liyan SUN ; Jin QIU ; Shuang LIANG
Chinese Journal of Blood Transfusion 2026;39(2):217-223
Objective: To investigate the distribution frequency and molecular mechanism of the rare blood type Lu(a-b-) in Shenzhen, and to compare the polymorphisms of the Lutheran blood group system encoding gene LU and the In (Lu) phenotype-related gene KLF1 among Han Chinese, Indian, and Uyghur populations in Xinjiang. Methods: Serological methods were used to screen the Lu(a-b-) phenotype of blood donors in Shenzhen. Third-generation sequencing was employed to sequence the full-length of the LU and KLF1 genes in Lu (a-b-) phenotype samples as well as the samples from the Han Chinese, Indians, and Uyghur population, followed by analysis of gene haplotypes frequencies. Results: Ten individuals with the Lu(a-b-) phenotype were screened out of 14 367 blood donors in Shenzhen, yielding a frequency of approximately 0.07%. Only 2 cases showed mutations in the coding region of the LU gene, while all individuals showed heterozygous mutations in the coding region of the KLF1 gene. The highest mutation frequencies of the LU and KLF1 genes were observed in the Uyghur population in Xinjiang and the Han Chinese in Shenzhen, respectively. Conclusion: All Lu(a-b-) phenotypes are of the In (Lu) type, and their formation mechanism is mainly related to KLF1 gene mutations. Both the LU and KLF1 genes exhibit significant polymorphism in the Han Chinese, Indians, and Uyghur populations.
3.Huanglian Jiedutang Improves Myelin Damage and Agitated Behavior in Vascular Dementia by Regulating Microglial Polarization via CD22/SHP-1/p-Akt Signaling Pathway
Chen CHEN ; Xiaoxia FENG ; Shiting LIANG ; Xinxian SHI ; Guang YANG ; Jing QIU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(2):25-33
ObjectiveTo investigate the mechanisms by which Huanglian Jiedutang (HLJDT) modulates microglial (MG) phenotypes through the sialic acid-binding Ig-like lectin 2 (SIGLEC2/CD22)/Src-homology-2-domain-containing protein tyrosine phosphatase-1 (SHP-1)/phosphorylated protein kinase B (p-Akt) signaling pathway, thereby promoting myelin repair and alleviating agitation-like behaviors in vascular dementia (VAD). MethodsSixty C57BL/6J mice were randomly assigned to a sham (normal) group, model group, HLJDT low-, medium-, and high-dose groups (2.5, 5, and 10 g·kg-1·d-1), and a risperidone group (2 mg·kg-1·d-1), with 10 mice per group. VAD was induced by bilateral common carotid artery stenosis (BCAS). From day 42, mice received drug interventions for 2 weeks. Agitation-like behaviors were assessed using the resident-intruder test. After behavioral testing, ventrolateral part of the ventromedial hypothalamus (VMHvl) tissues were collected. Western blot was used to measure protein levels of myelin oligodendrocyte glycoprotein (MOG), myelin basic protein (MBP), proteolipid protein (PLP), inducible nitric oxide synthase (iNOS), arginase-1 (Arg1), CD86, CD206, and CD22, SHP-1, and p-Akt. Immunofluorescence was used to evaluate myelin-associated glycoprotein (MAG) intensity and the proportion of iNOS+/ionized calcium-binding adapter molecule 1 (Iba1)+ cells. ELISA was used to detect tumor necrosis factor-α (TNF-α), interleukin (IL)-6, and IL-1β. ResultsCompared with the normal group, the model group exhibited markedly increased biting and aggressive behaviors and shortened attack latency (P<0.01). MOG, MBP, and PLP protein levels and MAG fluorescence intensity were significantly reduced (P<0.05, P<0.01). INOS and CD86 expression and TNF-α, IL-6, and IL-1β levels were significantly elevated (P<0.01). CD22 and SHP-1 expression increased significantly (P<0.01), whereas p-Akt expression decreased (P<0.01). Compared with the model group, the medium- and high-dose HLJDT groups and the risperidone group showed markedly reduced biting and aggression (P<0.05, P<0.01) and prolonged attack latency (P<0.01). MOG, MBP, and PLP levels and MAG fluorescence intensity were significantly increased (P<0.05, P<0.01). INOS, CD86, TNF-α, IL-6, and IL-1β levels decreased significantly (P<0.05, P<0.01). CD22 and SHP-1 expression decreased, while p-Akt expression increased significantly (P<0.05, P<0.01). ConclusionHLJDT may modulate CD22/SHP-1/p-Akt signaling in the VMHvl, promote the shift of MG toward an anti-inflammatory and phagocytic phenotype, enhance myelin repair, and improve agitation-like behaviors in VAD mice.
4.Short- to medium-term safety and efficacy of the implantable Corheart 6 left ventricular assist system in patients with end-stage heart failure
Zhibing QIU ; Xiaochun SONG ; Liangpeng LI ; Hongwei SHI ; Liqiong XIAO ; Yunzhang WU ; Xiaosong RONG ; Jidan FAN ; Liang WEI ; Xin CHEN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(05):639-645
Objective To investigate the efficacy and safety of the Corheart 6 left ventricular assist system in patients with end-stage heart failure. Methods A retrospective study was conducted on patients with end-stage heart failure who were treated with Corheart 6 left ventricular assist system from March 2022 to June 2024 in 4 hospitals in Jiangsu Province. The efficacy of the device was evaluated by comparing changes in clinical indicators at preoperative, discharge, 3-month postoperative, and 6-month postoperative timepoints, including the New York Heart Association (NYHA) functional classification, left ventricular ejection fraction (LVEF), and left ventricular end-diastolic diameter (LVEDD). The safety of the device was assessed by analyzing the intraoperative position and orientation of the blood pump inlet cannula, as well as the incidence of adverse events. Results In this study, 39 patients were collected, including 34 males and 5 females with a mean age of (56.4±12.5) years, ranging from 20 to 75 years. There was no operative death. There was no death in postoperative 3 months with a survival rate of 100.0%. There were 3 deaths in 6 months postoperatively, with a survival rate of 92.3%. All patients had a preoperative NYHA cardiac function classification of class Ⅳ. The NYHA cardiac function class of the patients improved (P<0.05) at discharge, 3 and 6 months after surgery when compared to the preoperative period. LVEF was significantly higher at 3 months after surgery than that during the preoperative period (P<0.05). LVEDD was significantly smaller at discharge, 3 and 6 months after surgery than that during the preoperative period (P<0.05). The safety evaluation's findings demonstrated that all 39 patients' intraoperative blood pump inlet tubes were oriented correctly, the artificial blood vessel suture sites were appropriate, there were no instances of device malfunction or pump thrombosis, or instances of bleeding or hemolysis, and the rate of the remaining adverse events was low. Conclusion With a low rate of adverse events and an excellent safety profile, the Corheart 6 left ventricular assist system can efficiently enhance cardiac function in patients with end-stage heart failure. It also has considerable clinical uses.
5.Effect of Quercetin on Improving Myelin Sheath Injury and Neuropsychiatric Symptoms of VaD by Inhibiting Activation of Microglia in mPFC via RIPK1/NLRP3/Caspase-1 Pathway
Shiting LIANG ; Xinxian SHI ; Chen CHEN ; Xiaoxia FENG ; Jing QIU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(24):126-134
ObjectiveTo investigate the ameliorative effects of quercetin on neuropsychiatric symptoms associated with vascular dementia (VaD) and to elucidate the molecular mechanism, specifically whether quercetin inhibits pro-inflammatory activation of microglia by modulation of the receptor-interacting serine/threonine-protein kinase 1 (RIPK1)/NOD-like receptor protein 3 (NLRP3)/Caspase-1 signaling pathway, thereby promoting myelin repair in the medial prefrontal cortex (mPFC). MethodsA C57BL/6J mouse model of VaD with neuropsychiatric symptoms was established by bilateral common carotid artery stenosis (BCAS) combined with chronic restraint stress (CRS). Mice were randomly divided into a sham group, a model group, low-dose, medium-dose, and high-dose quercetin groups (30, 60, 120 mg·kg-1·d-1), and a fluoxetine group (10 mg·kg-1·d-1). After intervention, depressive- and anxiety-like behaviors were assessed by the sucrose preference test (SPT), forced swim test (FST), open field test (OFT), and elevated plus maze (EPM). mPFC tissue was collected. Immunofluorescence (IF) was used to detect myelin basic protein (MBP) expression and microglial morphology. Western blot was used to measure the protein level of MBP, myelin oligodendrocyte glycoprotein (MOG), myelin-associated glycoprotein (MAG), inducible nitric oxide synthase (iNOS), CD86, RIPK1, phosphorylated RIPK1 (Ser166), NLRP3, and Caspase-1. Enzyme-linked immunosorbent assay (ELISA) was used to determine the level of tumor necrosis factor-alpha (TNF-α), interleukin-6 (IL-6), and interleukin-1β (IL-1β). ResultsCompared with the sham group, the model group exhibited significant depressive- and anxiety-like behaviors (P<0.01), significantly decreased protein expression of MBP, MOG, and MAG in the mPFC (P<0.01), activated microglia (characterized by enlarged cell bodies, reduced protrusions, and upregulated iNOS and CD86 expressions, P<0.01), and significantly elevated p-RIPK1/RIPK1 ratio, NLRP3, Caspase-1 protein expression, and level of TNF-α, IL-6, and IL-1β (P<0.01, P<0.05). Compared with the model group, the quercetin treatment (especially at medium and high doses) significantly ameliorated these behavioral abnormalities (P<0.05, P<0.01), increased the expression of MBP (protein and fluorescence intensity), MOG, and MAG in the mPFC (P<0.05, P<0.01), suppressed excessive microglial activation (characterized decreased cell bodies, increased protrusions, and downregulated iNOS and CD86 expressions, P<0.01), and significantly reduced the p-RIPK1/RIPK1 ratio, NLRP3, Caspase-1 protein expression, and inflammatory cytokine levels (P<0.01). ConclusionQuercetin effectively alleviates neuropsychiatric symptoms in VaD mice. Its mechanism may be associated with the inhibition of microglial inflammatory activation mediated by the RIPK1/NLRP3/Caspase-1 signaling pathway, thereby promoting myelin repair in the mPFC region.
6.Clinical efficacy of warming acupuncture combined with western medication for oligoasthenoteratozoospermia of kidney-yang insufficiency and its effects on IL-6 and IL-10 levels in seminal plasma.
Shuo QIU ; Shangjie LIANG ; Chuchu SHEN ; Tengyan JI ; Hao LI ; Hongru ZHANG
Chinese Acupuncture & Moxibustion 2025;45(8):1092-1098
OBJECTIVE:
To observe the clinical efficacy of warming acupuncture combined with western medication for oligoasthenoteratozoospermia of kidney-yang insufficiency and its effects on the levels of interleukin (IL)-6 and IL-10 in seminal plasma.
METHODS:
A total of 60 patients with oligoasthenoteratozoospermia of kidney-yang insufficiency were randomly divided into a combination group and a medication group, with 30 cases in each group. The medication group was treated with levocarnitine oral solution orally, 10 mL once, 3 times a day. On the basis of the treatment in the medication group, warming acupuncture was applied at Baihui (GV20), Guanyuan (CV4) and Mingmen (GV4) in the combination group, once every other day, 3 times a week. Both groups were treated for 12 weeks. Before and after treatment, the TCM syndrome score was observed, the semen routine indexes (the sperm concentration, progressive [PR] sperm motility, PR + non-progressive [NP] sperm motility and sperm malformation rate), the serum sex hormones indexes (follicle-stimulating hormone [FSH], luteinizing hormone [LH], testosterone [T] and estradiol [E2]), as well as the IL-6 and IL-10 levels in seminal plasma were detected, and the clinical efficacy was evaluated after treatment in the two groups.
RESULTS:
After treatment, except for the hyposexuality score in the medication group, the each item scores and total scores of TCM syndrome were decreased compared with those before treatment (P<0.01, P<0.05), the sperm malformation rates, serum FSH and LH levels, IL-6 levels in the seminal plasma were decreased compared with those before treatment (P<0.01, P<0.05), the PR sperm motility, PR + NP sperm motility, serum T levels, IL-10 levels in the seminal plasma were increased compared with those before treatment (P<0.01, P<0.05) in the two groups; the sperm concentration was increased compared with that before treatment in the combination group (P<0.01). After treatment, compared with the medication group, except for the hyposexuality and frequent nocturia scores, the each item scores and total score of TCM syndrome were lower (P<0.01, P<0.05); the sperm concentration, PR sperm motility and PR + NP sperm motility, serum T level, IL-10 level in the seminal plasma were higher (P<0.01, P<0.05); sperm malformation rate, serum FSH and LH levels, IL-6 level in the seminal plasma were lower (P<0.01, P<0.05) in the combination group. The total effective rate was 83.8% (25/30) in the combination group, which was superior to 60.0% (18/30) in the medication group (P<0.05).
CONCLUSION
Warming acupuncture combined with western medication can effectively treat oligoasthenoteratozoospermia of kidney-yang insufficiency, regulate the levels of sex hormones, and its mechanism may be related to the down-regulation of IL-6 level and the up-regulation of IL-10 level in seminal plasma.
Humans
;
Male
;
Interleukin-10/genetics*
;
Interleukin-6/genetics*
;
Adult
;
Semen/metabolism*
;
Acupuncture Therapy
;
Oligospermia/drug therapy*
;
Yang Deficiency/physiopathology*
;
Kidney/physiopathology*
;
Young Adult
;
Asthenozoospermia/drug therapy*
;
Combined Modality Therapy
;
Treatment Outcome
7.Quantitative evaluation and driving path exploration on the level of the tripartite system reform in China
Ling-yun GUO ; Liu-jie FU ; Yong-yi GUAN ; Liang-ru ZHOU ; Qiu-ying ZHENG ; Rui-feng LI
Chinese Journal of Health Policy 2025;18(3):9-17
Objective:To quantitatively evaluate the level of the three medical linkage in China from 2009 to 2022,explore the influencing factors and driving paths of the three medical linkage in China,and provide a new perspective for promoting the development of the three medical linkage.Methods:An optimized coupling coordination degree model was used to calculate the coupling coordination degree between the trinity healthcare systems and different binary systems within the systems in 31 provinces of China(excluding Hong Kong,Macao and Taiwan),and the Fuzzy-set Qualitative Comparative Analysis method was used to explore the condition configurations of multi-factor-driven three medical linkage.Results:From 2009 to 2022,the coupling coordination degree between the trinity healthcare systems in each province of China generally showed an increasing trend year by year.Among the binary systems,the overall coordinated development situation between the medical and medical insurance systems was the best and the regional development was the most balanced.The coupling coordination degree gap between the trinity healthcare system and the internal binary systems among provinces gradually widened,and the multi-polarization trend intensified.The paths to promote high-level three medical linkage can be summarized into two types:internal and external balanced development type(H1)and government-led type(H2,H3),among which the H1 path with per capita GDP and health expenditure as core conditions was the most common.Conclusion:It is suggested to enhance institutional and technological innovation,and integrate resources through a cross-departmental collaboration mechanism and digital technology.Provinces should select high-level optimization paths by leveraging regional endowments to narrow the regional development gap.Meanwhile,under the impetus of high-level policies,the protection and supervision system continues to improve,thereby promoting the three medical linkage.
8.Study on the Anti-Colorectal Cancer Mechanism of Budi Shenlian Recipe in Regulating Gut Microbiota to Induce TAMs Phe-notype Transformation
Hongli ZHOU ; Haibin CHEN ; Yupei ZHUANG ; Wenli QIU ; Yuwei LIANG ; Hongguang ZHOU
Journal of Nanjing University of Traditional Chinese Medicine 2025;41(4):442-455
OBJECTIVE To investigate of the regulatory effects of Budi Shenlian Recipe on gut microbiota and the phenotypic transition of tumor-associated macrophages(TAMs)in colorectal cancer(CRC)mice.METHODS Forty male BALB/c mice were divided into blank control group,model group,positive control group,high-dose Budi Shenlian Recipe group,and low-dose Budi Shenlian Recipe group(n=8).CRC-bearing models were established by subcutaneous injection of CT26 cells.Additionally,10 male BALB/c mice were divided into the Budi Shenlian Recipe fecal microbiota transplantation(BFMT)group and model fecal microbiota transplantation(MFMT)group(n=5).The gut microbiota of these mice was cleared using a mixed solution of quadruple antibiotics,followed by subcutaneous injection of CT26 cells to construct pseudo-germ-free CRC-bearing mice.Fecal samples from the model group and high-dose Budi Shenlian Recipe group were collected to prepare fecal microbiota solutions.The BFMT group received gavage with fecal microbiota solution from the high-dose Budi Shenlian Recipe group,while the MFMT group received gavage with fecal micro-biota solution from the model group.Tumor volume changes were observed and recorded.HE staining was used to assess pathological changes in tumor tissues.16S sequencing was performed to analyze changes in gut microbiota.Flow cytometry and immunofluorescence staining were used to evaluate the proportion of M1/M2 type TAMs in tumor tissues.ELISA was used to detect differences in TNF-α and IL-10 levels in tumor tissues.RESULTS Compared to the model group,the tumor volume of mice in the positive control group,high-dose Budi Shenlian Recipe group,and low-dose Budi Shenlian Recipe group grew more slowly(P<0.01).HE staining showed necrotic areas in tumor tissues and reduced mitotic figures in the positive control and Budi Shenlian Recipe groups compared to the model group.16S rRNA sequencing showed no significant differences in Chao1 and ACE indices between the high-dose Budi Shenlian Recipe group and the model group.PCoA analysis indicated a distinct microbial community structure between the blank group and mod-el group,with the microbial structure of CRC mice in the Budi Shenlian Recipe group closer to that of the blank group.Compared to the blank group,the model group showed a significant decrease in the proportion of Muribaculaceae,Muribaculum,Alloprevotella,and Prevotellaceae_UCG-001,and a significant increase in Lachnospiraceae_NK4A136_group,Bacteroides,and Helicobacter.After admin-istering Budi Shenlian Recipe to CRC mice,the community structure of some mice partially reverted to the level of the blank group.Transcriptome sequencing revealed that the most significant biological process(BP)among upregulated genes was the negative regulation of macrophage migration,suggesting that Budi Shenlian Recipe can reduce macrophage migration.Moreover,compared to the model group,the proportion of TAMs cells in the tumor tissues of the Budi Shenlian Recipe group significantly decreased(P<0.001).Simultaneously,compared to the model group,the proportion of M1 type TAMs in the Budi Shenlian Recipe group significant-ly increased(P<0.000 1),while the proportion of M2 type TAMs significantly decreased(P<0.05).Immunofluorescence analysis showed the same trend as flow cytometry.The content of TNF-α in tumor tissues of the Budi Shenlian Recipe group significantly in-creased(P<0.001),and IL-10 content significantly decreased(P<0.001).Additionally,compared to the MFMT group,the tumor volume in the BFMT group grew more slowly(P<0.0001).HE staining showed increased necrotic areas,sparser cell arrangement,and reduced pathological mitosis in the BFMT group.Furthermore,compared to the MFMT group,the proportion of TAMs cells in the tumor tissues of the BFMT group significantly decreased(P<0.01).Compared to the MFMT group,the proportion of M1 type TAMs cells in the BFMT group increased(P<0.000 1),while the proportion of M2 type TAMs cells decreased(P<0.01).Immunofluores-cence analysis further confirmed that Budi Shenlian Recipe fecal microbiota transplantation can reduce the proportion of TAMs in the tumor tissues of CRC mice and promote the conversion from M2 to M1 type,thereby reducing immune suppression in the tumor micro-environment.CONCLUSION Budi Shenlian Recipe can improve gut microbiota dysbiosis in CRC mice and exert anti-CRC effects by reducing tumor infiltration of TAMs and modulating the phenotypic transition of TAMs.There may be a certain correlation between these two effects.
9.Construction and efficacy analysis of cranial MRI classification model for cognitive impairment of patients with type 2 diabetes based on attention mechanism
Fei LIANG ; Jiawei WANG ; Benben QIU ; Qian XU
China Medical Equipment 2025;22(6):14-18
Objective:To explore the construction and efficacy of cranial magnetic resonance imaging(MRI)classification model based on attention mechanism in type 2 diabetes patients with cognitive impairment.Methods:The case data of 100 patients with type 2 diabetes who were treated in the General Hospital of North China Petroleum Administration Bureau from June 2022 to January 2024 were retrospectively selected.A total of 100 MRI images of cranial FLAIR_LongTR sequence with cognitive impairment(32 cases)and those without cognitive impairment(68 cases)were respectively collected.The images of the above two kinds of samples were horizontally and vertically translated to expand to 1000 samples,respectively.The samples were randomly divided into training samples(n=700)and test samples(n=300)as the ratio of 7:3 according to affine transformation data augmentation method.Then,the attention mechanism model was established to test the images with full scan of the test samples.The ability of the attention mechanism system in screening cognitive impairment was analyzed according to the method of setting threshold value.The 100 MRI images of cranial FLAIR_LongTR sequence of patients in our hospital from January 2024.From January to May 2024 were used as a verification set to verify the diagnostic value of attention mechanism.Results:With the increasing of iteration times,the sample loss of training and verification of attention mechanism model gradually decreased and tended toward stability,and the accuracy of training set and verification set gradually increased and tended toward stability.In the attention mechanism model,the average loss rate of training samples was 10.024%,and that of test samples was 15.247%.In the attention mechanism model,the average accuracy of training samples was 99.078%,and the average accuracy of test samples was 99.753%.Receiver operating characteristic(ROC)curves showed that the area under curve(AUC)of attention mechanism model was 0.998,which can better diagnose cognitive impairment of patients with type 2 diabetes than the resNET model(AUC=0.656)(Z=3.437,P<0.001).Conclusion:The constructed cranial MRI classification model by using attention mechanism has favorable diagnostic value for cognitive impairment in patients with type 2 diabetes.
10.GSDME-N Exacerbates Its Cytotoxicity by Upregulating Mitochondrial Aggregation of BAX
Sai-Tao QIU ; Jun-Jun ZHAO ; Xiao-Xi REN ; Li-Rong ZHANG ; Tai ZHOU ; Jian-Liang ZHANG
Chinese Journal of Biochemistry and Molecular Biology 2025;41(11):1668-1677
Parkinson's disease(PD)is one of the most common neurodegenerative disorders.Recent evidence implicates pyroptosis as one of the pathogenic mechanisms in central nervous system disorders,although its specific mechanisms remain unclear.In this study,SH-SY5Y cells were transfected with py-roptosis-related proteins GSDME full-length(GSDME-F)or GSDME-N terminal(GSDME-N)plasmids revealed that GSDME-N significantly reduced mitochondrial membrane potential(P<0.0001).To inves-tigate the mechanism by which GSDME mediates mitochondrial dysfunction,Western blotting analysis demonstrated that transfection with GSDME-N plasmids significantly increased BAX expression and en-hanced its translocation to mitochondria in both HEK 293T and SH-SY5Y cells(P<0.05).SH-SY5Y cells treated with varying concentrations of rotenone(ROT)exhibited GSDME cleavage,elevated BAX expression(P<0.05),increased mitochondrial BAX aggregation(P<0.05),and reduced mitochondrial membrane potential(P<0.01),as confirmed by Western blotting and JC-1 staining.Concurrently,MTT assays assessing cell viability and lactate dehydrogenase(LDH)release assays indicated that ROT in-duced these processes prior to pyroptosis.Furthermore,in a ROT-induced mouse PD model,ROT trig-gered GSDME cleavage,enhanced BAX expression,caused dopaminergic neuronal damage,and induced motor deficits.In summary,this study demonstrates that GSDME-N exacerbates mitochondrial damage and increases cytotoxicity by upregulating BAX expression and facilitating its mitochondrial translocation.This study provides novel insights into the role of GSDME in PD pathogenesis and suggests potential avenues for therapeutic intervention.

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