1.Polypeptide-based Nanocarriers for Oral Targeted Delivery of CAR Genes to Pancreatic Cancer
Feng XIN ; Jian REN ; Zhao-Zhen LI ; Quan FANG ; Rui-Jing LIANG ; Lan-Lan LIU ; Lin-Tao CAI
Progress in Biochemistry and Biophysics 2026;53(2):431-441
ObjectivePancreatic ductal adenocarcinoma (PDAC) exhibits a limited response to current treatments due to its dense fibrotic stroma and highly immunosuppressive tumor microenvironment. In recent years, advancements in cellular immunotherapy, particularly chimeric antigen receptor macrophage (CAR-M) therapy, have offered new hope for pancreatic cancer treatment. Although CAR-M therapy demonstrates dual potential in directly killing tumor cells and remodeling the immune microenvironment, it still faces challenges such as complex in vitro preparation processes and low in vivo targeting and delivery efficiency. Therefore, developing strategies for efficient and targeted in vivo delivery of CAR genes has become crucial for overcoming current therapeutic limitations. This study aims to develop an orally administrable nano-gene delivery system for the targeted delivery of CAR genes to pancreatic tumor sites. MethodsCore nano-gene particles (PNP/pCAR) were constructed by loading plasmid DNA encoding CAR (pCAR) with cationic polypeptides (PNP). Subsequently, PNP/pCAR was surface-modified with β-glucan to prepare the targeted nanoparticles (βGlus-PNP/pCAR). The loading efficiency of PNP for pCAR was quantitatively assessed by gel retardation assay. The particle size, Zeta potential, morphology, and storage stability of PNP/pCAR were characterized using a Malvern particle size analyzer and transmission electron microscopy. At the cellular level, RAW 264.7 macrophages were selected. The cytotoxicity of PNP/pCAR was evaluated using the CCK-8 assay. The cellular uptake efficiency and lysosomal escape ability of the nanoparticles were assessed via flow cytometry and confocal microscopy. Transfection efficiency was quantitatively evaluated by detecting the expression of the reporter gene GFP using flow cytometry. At the in vivo level, an orthotopic pancreatic cancer mouse model was established. Cy7-labeled βGlus-PNP/pCAR nanoparticles were administered orally, and the fluorescence distribution in mice was dynamically monitored at 1, 2, 4, 8, and 16 h post-administration using a small animal in vivo imaging system. Forty-eight hours after oral gavage, the mice were euthanized, and pancreatic tumor tissues were collected for further analysis of intratumoral fluorescence signals using the imaging system. Additionally, βGlus-PNP/pCAR-GFP nanoparticles loaded with the reporter gene (GFP) were administered orally. Forty-eight hours post-administration, pancreatic tumor tissues were harvested to prepare frozen sections, and GFP expression was observed and analyzed under a fluorescence microscope. ResultsThe PNP carrier exhibited a high loading capacity for pCAR. The successfully prepared PNP/pCAR nanoparticles were regular spheres with a hydrodynamic diameter of approximately (120±10) nm and a Zeta potential of about +(6±1) mV. They maintained good structural stability after incubation in PBS buffer for 7 d. Cell experiments demonstrated that PNP/pCAR exhibited no significant cytotoxicity in RAW 264.7 cells while being efficiently internalized and effectively escaping lysosomal degradation. The transfection positive rate of PNP/pCAR-GFP in RAW 264.7 cells reached (25±3)%, surpassing that of Lipofectamine 2000-loaded pCAR-GFP (Lipo/pCAR-GFP), which was (20±1)%.In vivo experiments revealed that, compared to unmodified PNP/pCAR, βGlus-PNP/pCAR exhibited strongerin situ pancreatic tumor targeting ability after oral administration. Furthermore, oral administration of βGlus-PNP/pCAR-GFP resulted in significant GFP protein expression detectable within pancreatic tumor tissues. ConclusionThis study successfully constructed and validated an orally administrable, pancreatic cancer-targeting polypeptide-based nano-gene delivery system. It provides an important technological foundation in delivery systems and experimental basis for the subsequent development of in situ CAR-M-based therapeutic strategies for pancreatic cancer.
2.Polypeptide-based Nanocarriers for Oral Targeted Delivery of CAR Genes to Pancreatic Cancer
Feng XIN ; Jian REN ; Zhao-Zhen LI ; Quan FANG ; Rui-Jing LIANG ; Lan-Lan LIU ; Lin-Tao CAI
Progress in Biochemistry and Biophysics 2026;53(2):431-441
ObjectivePancreatic ductal adenocarcinoma (PDAC) exhibits a limited response to current treatments due to its dense fibrotic stroma and highly immunosuppressive tumor microenvironment. In recent years, advancements in cellular immunotherapy, particularly chimeric antigen receptor macrophage (CAR-M) therapy, have offered new hope for pancreatic cancer treatment. Although CAR-M therapy demonstrates dual potential in directly killing tumor cells and remodeling the immune microenvironment, it still faces challenges such as complex in vitro preparation processes and low in vivo targeting and delivery efficiency. Therefore, developing strategies for efficient and targeted in vivo delivery of CAR genes has become crucial for overcoming current therapeutic limitations. This study aims to develop an orally administrable nano-gene delivery system for the targeted delivery of CAR genes to pancreatic tumor sites. MethodsCore nano-gene particles (PNP/pCAR) were constructed by loading plasmid DNA encoding CAR (pCAR) with cationic polypeptides (PNP). Subsequently, PNP/pCAR was surface-modified with β-glucan to prepare the targeted nanoparticles (βGlus-PNP/pCAR). The loading efficiency of PNP for pCAR was quantitatively assessed by gel retardation assay. The particle size, Zeta potential, morphology, and storage stability of PNP/pCAR were characterized using a Malvern particle size analyzer and transmission electron microscopy. At the cellular level, RAW 264.7 macrophages were selected. The cytotoxicity of PNP/pCAR was evaluated using the CCK-8 assay. The cellular uptake efficiency and lysosomal escape ability of the nanoparticles were assessed via flow cytometry and confocal microscopy. Transfection efficiency was quantitatively evaluated by detecting the expression of the reporter gene GFP using flow cytometry. At the in vivo level, an orthotopic pancreatic cancer mouse model was established. Cy7-labeled βGlus-PNP/pCAR nanoparticles were administered orally, and the fluorescence distribution in mice was dynamically monitored at 1, 2, 4, 8, and 16 h post-administration using a small animal in vivo imaging system. Forty-eight hours after oral gavage, the mice were euthanized, and pancreatic tumor tissues were collected for further analysis of intratumoral fluorescence signals using the imaging system. Additionally, βGlus-PNP/pCAR-GFP nanoparticles loaded with the reporter gene (GFP) were administered orally. Forty-eight hours post-administration, pancreatic tumor tissues were harvested to prepare frozen sections, and GFP expression was observed and analyzed under a fluorescence microscope. ResultsThe PNP carrier exhibited a high loading capacity for pCAR. The successfully prepared PNP/pCAR nanoparticles were regular spheres with a hydrodynamic diameter of approximately (120±10) nm and a Zeta potential of about +(6±1) mV. They maintained good structural stability after incubation in PBS buffer for 7 d. Cell experiments demonstrated that PNP/pCAR exhibited no significant cytotoxicity in RAW 264.7 cells while being efficiently internalized and effectively escaping lysosomal degradation. The transfection positive rate of PNP/pCAR-GFP in RAW 264.7 cells reached (25±3)%, surpassing that of Lipofectamine 2000-loaded pCAR-GFP (Lipo/pCAR-GFP), which was (20±1)%.In vivo experiments revealed that, compared to unmodified PNP/pCAR, βGlus-PNP/pCAR exhibited strongerin situ pancreatic tumor targeting ability after oral administration. Furthermore, oral administration of βGlus-PNP/pCAR-GFP resulted in significant GFP protein expression detectable within pancreatic tumor tissues. ConclusionThis study successfully constructed and validated an orally administrable, pancreatic cancer-targeting polypeptide-based nano-gene delivery system. It provides an important technological foundation in delivery systems and experimental basis for the subsequent development of in situ CAR-M-based therapeutic strategies for pancreatic cancer.
3.Effects of androgens on cognitive function in castration male mice
Yaqi ZHANG ; Cancan HUI ; Fang REN ; Min XU ; Zilong JIANG ; Datong DENG
Acta Universitatis Medicinalis Anhui 2026;61(3):455-461
ObjectiveTo establish a castrated male mouse model and to preliminarily investigate the effects of testosterone replacement therapy (TRT) on behavior, serum indices, and histopathological changes in castrated mice, as well as to explore the role of androgens in cognitive function. MethodsForty 6-month-old male C57/BL6J mice were randomly divided into sham operation group, castration group, testosterone propionate (0.5,1.0 mg/kg) treated group, with 10 mice in each group. Following castration and subcutaneous administration of testosterone propionate at different doses (0.5 and 1.0 mg/kg) for TRT, learning and memory abilities were assessed using the Morris water maze (MWM) test and the passive avoidance test. Serum testosterone and serum brain-derived neurotrophic factor (BDNF) levels were measured by ELISA, and histopathological changes in the hippocampus were examined using hematoxylin-eosin (HE) staining. ResultsRoutine observations: there were no statistically significant differences in body weight among groups at any time point. MWM test: compared with castration group, sham operation group and testosterone propionate-treated groups (0.5, 1.0 mg/kg) showed significantly reduced escape latency on days 4 and 5 (P0.05), while the number of platform crossings and the time spent in the target quadrant significantly increased (P0.05). Passive avoidance test: the number of passive avoidance errors significantly decreased in sham operation group and testosterone propionate (1.0 mg/kg)-treated group (P0.05), and the passive avoidance latency was significantly prolonged in sham-operated group and testosterone propionate-treated groups (0.5, 1.0 mg/kg) (P0.05). Serum testosterone and serum BDNF assays: serum testosterone levels and serum BDNF concentrations significantly increased in sham operation group and testosterone propionate-treated groups (0.5, 1.0 mg/kg) (P0.01). HE staining: compared with sham operation group, neuronal density in all hippocampal subregions was slightly reduced in castration group; in the testosterone propionate (0.5 mg/kg)-treated group, neuronal arrangement in the CA1 and CA3 regions was improved and apoptotic cells were reduced compared with castration group; in testosterone propionate (1.0 mg/kg)-treated group, the pyramidal cell layer in the CA3 region was more compactly arranged, with fewer apoptotic cells than in castration group. ConclusionTRT improves learning and memory performance in castration male mice, potentially through modulation of hippocampal BDNF signaling pathways.
4.Analysis of risk factors in patients with nonvalvular persistent atrial fibrillation complicated with ventricular hypertrophy and construction and validation of prediction model
Fang LIU ; Peiyang ZHENG ; Huimin WANG ; Danni LI ; Ao LIANG ; Ren ZHAO
Acta Universitatis Medicinalis Anhui 2026;61(3):552-561
ObjectiveTo construct a nomogram prediction model for non-valvular persistent atrial fibrillation (PeAF) patients with left ventricular hypertrophy (LVH) , followed by prognostic analysis through follow-up. MethodsThis study retrospectively enrolled 949 patients with newly diagnosed and hospitalized non-valvular PeAF. Among them, 403 patients presented with LVH. The cohort was randomly stratified into a training set (n=665) and a validation set (n=284). Univariate and multivariate Logistic regression analyses were employed to identify independent risk factors for PeAF complicated by LVH. A nomogram prediction model was subsequently constructed and evaluated for discriminative ability, calibration, and clinical utility using receiver operating characteristic (ROC) curve analysis, calibration plots, and decision curve analysis (DCA). ResultsSeven independent risk factors were ultimately identified and included in the prediction model: female sex, hypertension, diabetes, red blood cell distribution width-SD (RDW-SD), body mass index (BMI), left atrial diameter (LAD), and left ventricular ejection fraction (LVEF). The area under the ROC curve (AUC) in the training set was 0.862 (95% CI: 0.834-0.890), and in the validation set, it was 0.870 (95% CI: 0.829-0.911), demonstrating excellent predictive performance. ConclusionIndependent risk factors for LVH in PeAF patients include female, hypertension, diabetes, RDW-SD, BMI, LAD, and LVEF. The prediction model built based on this can help early identification of PeAF patients with high risk of LVH. At the same time, the incidence of major adverse cardiovascular events (MACE) is higher in PeAF patients with LVH. Patients with atrial fibrillation combined with LVH may benefit from catheter ablation.
5.Effect of Pibai Yucuo Formula (枇柏愈痤方) on Inflammatory Response in Lesional Tissue and Skin Barrier Damage in Acne Model Mice
Yunni LIU-TANG ; Yutong DENG ; Gaiying HE ; Huishang FENG ; Xuewen REN ; Yimei FANG ; Xuewan WANG ; Yatong LI ; Lingling CAI ; Yuanwen LI
Journal of Traditional Chinese Medicine 2026;67(11):1211-1219
ObjectiveTo investigate the possible mechanism of Pibai Yucuo Formula (枇柏愈痤方, PYF) in treating acne from the perspective of skin barrier damage. MethodsThirty-two mice were randomly divided into blank group, model group, minocycline group, and PYF group, with 8 mice in each group. Except for the blank group, mice were induced by intradermal injection of Cutibacterium acnes (C.acnes) combined with topical application of artificial sebum to establish acne model. The blank group and model group received intragastric administration of 0.2 ml of distilled water, while the PYF group received intragastric administration of 22.75 g/(kg·d)of PYF, and the minocycline group received 0.013 g/(kg·d)of minocycline suspension, all once daily for 5 consecutive days. On day 0 and day 6 of the experiment, the body weight of mice in each group was recorded, and the absolute value of the body weight difference during the experiment was calculated. Skin conditions were assessed with multifunctional skin imaging system on the 2nd, 4th and 6th day of the experiment. Skin barrier function indicators including transepidermal water loss (TEWL), and the water content of the stratum corneum and epidermis on day 0, 2, 4 and 6 of the experiment. Optical coherence tomography (OCT) was used to observe stratum corneum and skin thickness on the 1st, 3rd and 5th day of the experiment. Hematoxylin-eosin (HE) staining was performed to observe histopathological changes, while ELISA was used to detect interleukin-17A (IL-17A) levels, and immunofluorescence staining was used to assess skin barrier-related proteins filaggrin (FLG) and loricrin (LOR) levels of skin lesions on day 6 of the experiment. ResultsCompared to the blank group, the model group showed a decrease in body weight on day 6, and an increase in the absolute value of the difference in body weight before and after the experiment (P<0.05). On day 4 and 6, TEWL values increased, while water content in the skin stratum corneum and epidermis decreased (P<0.05), accompanied by elevated IL-17A level and reduced immunofluorescence intensity of FLG and LOR proteins (P<0.05). The model group mice showed papules or pustules at the skin modeling site with progressively worsening desquamation under multifunctional skin imaging system. OCT revealed focal epidermal protrusions, blurred epidermal-dermal boundaries, and disorganized structural layers. HE staining showed significant epidermal hyperkeratosis and incomplete keratinization in the skin, with keratin plug formation in hair follicles and glandular lumens, thickened stratum corneum, hyperplasia of the stratum spinosum, as well as dense dermal inflammatory cell infiltration, and capillary dilation. Compared to the model group, both the minocycline group and the PYF group showed a reduced difference in body weight before and after experiment (P<0.05). On day 4 and 6, the TEWL value decreased, and water content of the skin stratum corneum increased (P<0.05); on day 6, the IL-17A level in the skin lesions decreased and immunofluorescence intensity of FLG and LOR proteins increased (P<0.05). On day 4 and 6, the severity of the skin lesions and range of redness and swelling were lighter than those in the model group, with reverted epidermal thickness, smoother surface and clearer epidermis-dermis boundary. HE staining showed that the degree of skin keratinization was reduced, and the inflammatory infiltration and vascular dilation in the dermis were improved compared to the model group. The PYF group showed better results than the minocycline group in reducing TEWL value on day 4 (P<0.05). ConclusionPYF may improve inflammation and skin barrier damage by downregulating IL-17A levels in lesion tissue and increasing skin barrier-related proteins, which could be one of the potential mechanism of action on acne.
6.Development and preliminary internal validation of a prediction model for brace treatment failure in adolescent idiopathic scoliosis using pretreatment and initial brace-fitting information
Ying MA ; Jun REN ; Shoujian WANG ; Xin ZHOU ; Tianxiang HE ; Lingjun KONG ; Min FANG
Chinese Journal of Rehabilitation Theory and Practice 2026;32(7):850-860
ObjectiveTo develop and preliminarily validate a prediction model for brace treatment failure risk in patients with adolescent idiopathic scoliosis (AIS), based on information obtained before brace treatment and during initial brace fitting. MethodsA total of 191 patients with AIS who initiated thoracolumbosacral orthosis treatment at Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine from March, 2015 to August, 2024 and had determinable outcomes were retrospectively included. Patients were divided according to a prespecified scheme into a training set (n = 133) and a validation set (n = 58). Brace treatment failure was defined as progression of the major-curve Cobb angle by ≥ 5° from baseline during follow-up or at brace weaning, or a final major-curve Cobb angle > 45°. Logistic regression, random forest, support vector machine with radial basis function kernel, and extreme gradient boosting (XGBoost) models were developed using routinely available clinical and radiographic variables before brace treatment and during initial brace fitting. Stratified five-fold cross-validation was used for hyperparameter tuning in the training set. Model performance was evaluated in the validation set using the area under the receiver operating characteristic curve (AUC), area under the precision-recall curve (AUPRC), Brier score, calibration curves, and decision curve analysis (DCA). SHapley Additive exPlanations (SHAP) was used to interpret the main explanatory model. ResultsIn cross-validation of the training set, both random forest and XGBoost showed good discriminative performance, with cross-validation-AUC values of 0.871 and 0.880, respectively. In the validation set, the AUC values of random forest and XGBoost were 0.888 and 0.899, the AUPRC values were 0.678 and 0.830, and the Brier scores were 0.086 and 0.076, respectively. Random forest was selected as the primary model for interpretation, with a calibration intercept of 0.091 and a calibration slope of 0.995. SHAP analysis indicated that the in-brace correction rate and the major-curve Cobb angle measured in the brace contributed most to the model predictions. ConclusionThe random forest model developed using routinely available pretreatment and initial-fitting variables shows preliminary predictive value for brace treatment failure risk in AIS, and may provide quantitative support for follow-up scheduling, brace-fit reassessment and early adherence-oriented management.
7.Cross-sectional survey of healthcare-associated infection in 5 736 medical institutions across China in 2024
Cui ZENG ; Wuqiang GAO ; Fu QIAO ; Hui ZHAO ; Xu FANG ; Linping LI ; Xiuwen CHEN ; Jiansen CHEN ; Dan LI ; Yuan ZHOU ; Lingli YU ; Qinglan MENG ; Xia MOU ; Lijuan XIONG ; Weiguang LI ; Ding LIU ; Jiaqing XIAO ; Limei OU ; Baozhen LI ; Jun YIN ; Haojun ZHANG ; Qiang FU ; Qun LU ; Biao WU ; Ya-wei XING ; Shumei SUN ; Shuncai WANG ; Longmin DU ; Jingping ZHANG ; Wen-ying HE ; Gui CHENG ; Nan REN ; Xun HUANG ; Anhua WU
Chinese Journal of Infection Control 2025;24(11):1572-1583
Objective To understand the current situation of healthcare-associated infection(HAI)in China,pro-vide data support and decision-making basis for formulating scientific and effective strategies for HAI prevention and control.Methods A nationwide cross-sectional survey on HAI was conducted among various types and levels of medical institutions in China according to a unified protocol of bedside surveys and case investigations.Results In 2024,a total of 5 736 medical institutions and 2 751 765 patients were surveyed.Among them,34 889 HAI cases were identified,with a prevalence rate of 1.27%.The number of HAI episodes was 38 032,and case prevalence rate was 1.38%.The prevalence rate of HAI in medical institutions in different regions of China ranged from 0.66%to 2.35%.Among medical institutions of different scales,those with a bed capacity of ≥900 had the high-est incidence of HAI,reaching 1.65%.The most common infection site was the lower respiratory tract(44.66%),followed by the urinary tract(12.94%),surgical site(9.32%),upper respiratory tract(7.02%),and bloodstream infection(5.78%).The top 3 departments with the highest HAI rates were the general intensive care unit(10.02%),department of neurosurgery(5.51%),and department(group)of hematology(5.34%).A total of 23 238 strains of HAI pathogens were detected,with 10 714 strains(46.10%)from lower respiratory tract speci-mens.The top 5 detected strains were Klebsiella pneumoniae(14.76%),Pseudomonas aeruginosa(13.33%),Escherichia coli(12.79%),Acinetobacter baumannii(9.23%),and Staphylococcus aureus(7.88%).231 944 pa-tients underwent class Ⅰ incision surgery were monitored,with 1 647 cases experienced surgical site infection,and the prevalence rate of surgical site infection was 0.71%.The number of patients who should undergo pathogen de-tection(patients receiving therapeutic and therapeutic combined prophylactic antimicrobial agents)was 715 179,while the actual number was 480 492,with a pathogen detection rate of 67.18%.425 225 patients received patho-genic detection before treatment,with a detection rate of 59.46%.Conclusion The overall HAI prevalence in Chi-na is lower,showing disparities among medical institutions of different regions and scales.Therefore,precise imple-mentation of measures is necessary for HAI prevention and control,with a focus on high-risk institutions and high-risk departments,key areas,and critical procedures.All levels of medical institutions should continuously reduce the incidence of HAI by strengthening monitoring,standardizing the use of antimicrobial agents,and reinforcing basic HAI prevention and control measures.
8.Relationship between the Expression of m6A Methyltransferase ZC3H13 Gene and the Clinical Features and Prognosis of Patients with Acute Myeloid Leukemia
Jing XU ; Fang-Gang REN ; Zhuang-Hui HAO ; Hong-Wei WANG
Journal of Experimental Hematology 2025;33(6):1558-1564
Objective:To explore the expression level of m6A methyltransferase ZC3H13 gene in primary acute myeloid leukemia(AML)and its relationship with clinical features and prognosis.Methods:A total of 131 newly diagnosed AML patients and 12 controls were enrolled from July 1,2018 to December 1,2021 in the Hematology Department of the Second Hospital of Shanxi Medical University.RT-qPCR technology was used to detect the expression level of ZC3H13 mRNA in bone marrow(BM)samples.A retrospective analysis was conducted to examine the correlation between ZC3H13 expression level and clinical indicators,gene mutations,and prognosis.Results:The expression level of ZC3H13 mRNA in primary AML patients was significantly higher than that in the control group(P<0.001).The white blood cell count,proportion of BM blast cells,and relapse rate in the high ZC3H13 expression group were higher than those in the the low ZC3H13 expression group(all P<0.05),while the Th/Ts ratio was lower(P<0.01).Univariate survival analysis showed that patients with high expression of ZC3H13 had shorter median overall survival(OS)and disease-free survival(DFS)than those with low expression of ZC3H13(both P<0.05).The results of multivariate Cox regression analysis showed that high-risk stratification(OS:HR=1.612,95%CI:1.151-2.257,P=0.005;DFS:HR=1.551,95%CI:1.031-2.335,P=0.035)and high ZC3H13 expression(OS:HR=1.756,95%CI:1.028-2.999,P=0.039;DFS:HR=1.935,95%CI:1.018-3.678,P=0.044)were both independent risk factors for OS and DFS in AML patients.Conclusion:The expression of ZC3H13 in AML patients may be related to tumor burden and immune function.Patients with high expression of ZC3H13 have poor prognosis,and high expression of ZC3H13 is an independent risk factor for the prognosis of AML patients.
9.Research progress in anti-tuberculosis drug targets and novel therapeutic strategies
Yang ZHANG ; Ming-rui SUN ; Xiao-tian LI ; Ren FANG ; Jia-yin XING ; Ning-ning SONG
Chinese Journal of Zoonoses 2025;41(4):351-357
Tuberculosis(TB),a chronic infectious disease caused by infection with the Mycobacterium tuberculosis complex(MTBC),has re-emerged as the leading cause of death from a single infectious agent worldwide.Because of widespread use and mis-use of anti-tuberculosis drugs,the emergence of multidrug-resistant TB(MDR-TB)and extensively drug-resistant TB(XDR-TB)is increasing,thus posing a serious threat to global health.The current problem of drug resistance is a major prevention and treatment challenge;therefore,the search for new drug targets is urgently needed.In recent years,substantial progress has been made in re-search on anti-tuberculosis drug targets and novel therapeutic strategies.Herein,we summarize recent research progress in anti-tuberculosis drug targets,primarily cell wall synthesis,nucleic acid replication and transcription,and energy metabolism.We also provide an overview of research progress regarding two novel therapeutic strategies,to provide a theoretical basis and research ideas for the development of new clinical drugs.
10.Screening of key genes for Alzheimer disease and chronic periodontitis based on bioinformatics
Yanyan YANG ; Lingyu FANG ; Xuejing MA ; Chang LIU ; Lili REN ; Peng WANG
Journal of China Medical University 2025;54(11):1029-1035
Objective To analyze the potential biological relationship between Alzheimer disease(AD)and chronic periodontitis(CP)by bioinformatics.Methods We analyzed two datasets of AD and CP from the Gene Expression Omnibus database,and differentially expressed genes(DEGs)were identified from these datasets.Weighted gene co-expression network analysis(WGCNA)was used to identify the most relevant modules.Functional enrichment analysis of shared genes was performed,and a protein-protein interaction(PPI)network was constructed.MCODE was used to identify key modules,and machine learning was used to discover key genes.In addition,Gene Set Enrichment Analysis(GSEA)and CIBERSORT were used to investigate KLRB1-related molecular pathways and immune cell distribu-tion.Results The study identified 18 genes common to both AD and CP.MCODE analysis revealed five pivotal genes,machine learning identified 13 genes for AD,eight for CP,and KLRB1 was determined as a common gene for AD and CP.GSEA demonstrated the intricate involvement of these genes in disease-related pathways.Immunocellular analysis underscored a significant association between KLRB1 and γδT cells.Conclusion This research highlighted KLRB1 as a key gene for AD and CP,providing new insights into their molecular linkages.

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