首页 > 最新文献

Journal of Inflammation Research最新文献

英文 中文
Role of Long Non-Coding RNA GUSBP11 in Chronic Periodontitis Through Regulation of miR-185-5p: A Retrospective Cohort Study. 长链非编码RNA GUSBP11通过调控miR-185-5p在慢性牙周炎中的作用:回顾性队列研究
IF 4.2 2区 医学 Q2 IMMUNOLOGY Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.2147/JIR.S496143
Xiaowen Zhang, Xiang Shen

Purpose: Previous studies have shown that long non-coding RNA GUSBP11 is abnormally expressed in patients with periodontitis, but the specific mechanism remains to be investigated. The purpose of this study was to explore the role of GUSBP11/miR-185-5p in chronic periodontitis (CP) and its potential mechanism, so as to provide a basis for elucidating the pathogenesis of CP.

Patients and methods: The expression trends of GUSBP11 and miR-185-5p in gingival crevicular fluid of CP patients and control group were analyzed by RT-qPCR. Human gingival fibroblasts (HGF) induced by 10μg/mL LPS were used to construct CP cell models in vitro. The level of intracellular gene expression is regulated by cell transfection. The cell viability of HGF was evaluated by CCK-8 method, and the expression of HGF inflammatory factors was evaluated by ELISA. The targeting relationship between GUSBP11 and miR-185-5p was confirmed by luciferase reporter gene. The target genes of miR-185-5p were predicted using an online database, and the intersection target genes were obtained by constructing Venn diagram. Then GO analysis and KEGG pathway enrichment analysis were performed.

Results: Compared with the control group, the expression levels of GUSBP11 and miR-185-5p in gingival crevicular fluid of CP patients were up-regulated and down-regulated, respectively (P < 0.001). The levels of GUSBP11 and miR-185-5p increased and decreased with the severity of CP, respectively (P < 0.01). LPS induces the decrease of HGF activity and the activation of inflammatory response, and the decrease of GUSBP11 may prevent the adverse effect of LPS on HGF (P < 0.001). Dual luciferase reporter genes showed that miR-185-5p interacts with GUSBP11. The increase of miR-185-5p also significantly improved the negative effect of LPS induction on HGF (P < 0.001).

Conclusion: GUSBP11 promotes the inflammatory response and proliferation inhibition of human gingival fibroblasts induced by LPS by down-regulating miR-185-5p, thus promoting the development of CP.

目的:已有研究表明,长链非编码RNA GUSBP11在牙周炎患者中异常表达,但其具体机制尚不清楚。本研究旨在探讨GUSBP11/miR-185-5p在慢性牙周炎(chronic periodontitis, CP)中的作用及其可能的机制,为阐明CP的发病机制提供依据。患者及方法:采用RT-qPCR方法分析CP患者及对照组龈沟液中GUSBP11和miR-185-5p的表达趋势。采用10μg/mL LPS诱导人牙龈成纤维细胞(HGF)体外构建CP细胞模型。细胞内基因表达水平受细胞转染调控。CCK-8法检测HGF细胞活力,ELISA法检测HGF炎症因子表达。通过荧光素酶报告基因证实GUSBP11与miR-185-5p的靶向关系。利用在线数据库预测miR-185-5p的靶基因,通过构建维恩图获得交叉靶基因。然后进行GO分析和KEGG通路富集分析。结果:与对照组相比,CP患者龈沟液中GUSBP11和miR-185-5p的表达水平分别上调和下调(P < 0.001)。GUSBP11、miR-185-5p水平随CP严重程度分别升高、降低(P < 0.01)。LPS诱导HGF活性降低,炎症反应激活,而GUSBP11的降低可预防LPS对HGF的不良影响(P < 0.001)。双荧光素酶报告基因显示miR-185-5p与GUSBP11相互作用。miR-185-5p的升高也显著改善了LPS诱导HGF的负作用(P < 0.001)。结论:GUSBP11通过下调miR-185-5p,促进LPS诱导的人牙龈成纤维细胞的炎症反应和增殖抑制,从而促进CP的发展。
{"title":"Role of Long Non-Coding RNA GUSBP11 in Chronic Periodontitis Through Regulation of miR-185-5p: A Retrospective Cohort Study.","authors":"Xiaowen Zhang, Xiang Shen","doi":"10.2147/JIR.S496143","DOIUrl":"10.2147/JIR.S496143","url":null,"abstract":"<p><strong>Purpose: </strong>Previous studies have shown that long non-coding RNA GUSBP11 is abnormally expressed in patients with periodontitis, but the specific mechanism remains to be investigated. The purpose of this study was to explore the role of GUSBP11/miR-185-5p in chronic periodontitis (CP) and its potential mechanism, so as to provide a basis for elucidating the pathogenesis of CP.</p><p><strong>Patients and methods: </strong>The expression trends of GUSBP11 and miR-185-5p in gingival crevicular fluid of CP patients and control group were analyzed by RT-qPCR. Human gingival fibroblasts (HGF) induced by 10μg/mL LPS were used to construct CP cell models in vitro. The level of intracellular gene expression is regulated by cell transfection. The cell viability of HGF was evaluated by CCK-8 method, and the expression of HGF inflammatory factors was evaluated by ELISA. The targeting relationship between GUSBP11 and miR-185-5p was confirmed by luciferase reporter gene. The target genes of miR-185-5p were predicted using an online database, and the intersection target genes were obtained by constructing Venn diagram. Then GO analysis and KEGG pathway enrichment analysis were performed.</p><p><strong>Results: </strong>Compared with the control group, the expression levels of GUSBP11 and miR-185-5p in gingival crevicular fluid of CP patients were up-regulated and down-regulated, respectively (<i>P</i> < 0.001). The levels of GUSBP11 and miR-185-5p increased and decreased with the severity of CP, respectively (<i>P</i> < 0.01). LPS induces the decrease of HGF activity and the activation of inflammatory response, and the decrease of GUSBP11 may prevent the adverse effect of LPS on HGF (<i>P</i> < 0.001). Dual luciferase reporter genes showed that miR-185-5p interacts with GUSBP11. The increase of miR-185-5p also significantly improved the negative effect of LPS induction on HGF (<i>P</i> < 0.001).</p><p><strong>Conclusion: </strong>GUSBP11 promotes the inflammatory response and proliferation inhibition of human gingival fibroblasts induced by LPS by down-regulating miR-185-5p, thus promoting the development of CP.</p>","PeriodicalId":16107,"journal":{"name":"Journal of Inflammation Research","volume":"18 ","pages":"655-665"},"PeriodicalIF":4.2,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11745139/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143006753","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deciphering Immunometabolic Landscape in Rheumatoid Arthritis: Integrative Multiomics, Explainable Machine Learning and Experimental Validation. 类风湿关节炎的免疫代谢景观解读:综合多组学、可解释的机器学习和实验验证。
IF 4.2 2区 医学 Q2 IMMUNOLOGY Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.2147/JIR.S503118
Qiu Dong, Jiayang Wu, Huaguo Zhang, Xinhui Chen, Xi Xu, Jifeng Chen, Changzheng Shi, Liangping Luo, Dong Zhang

Purpose: Immunometabolism is pivotal in rheumatoid arthritis (RA) pathogenesis, yet the intricacies of its pathological regulatory mechanisms remain poorly understood. This study explores the complex immunometabolic landscape of RA to identify potential therapeutic targets.

Patients and methods: We integrated genome-wide association study (GWAS) data involving 1,400 plasma metabolites, 731 immune cell traits, and RA outcomes from over 58,000 participants. Mendelian randomization (MR) and mediation analyses were applied to evaluate causal relationships among plasma metabolites, immune cells, and RA. We further analyzed single-cell and bulk transcriptomes to investigate differential gene expression, immune cell interactions, and relevant biological processes. Machine learning models identified hub genes, which were validated via quantitative real-time PCR (qRT-PCR). Then, potential small-molecule drugs were screened using the Connectivity Map (CMAP) and molecular docking. Finally, a phenome-wide association study (PheWAS) was conducted to evaluate potential side effects of drugs targeting the hub genes.

Results: Causalities were found between six plasma metabolites, five immune cells and RA in genetically determined levels. Notably, DC mediated 18% of the protective effect of PE on RA. Autophagy-related scores were elevated in both RA and DC subsets in PE-associated biological processes. Through observation in the functional differences in cellular interactions between the identified clusters, DCs with high autophagy scores may process such as necroptosis and the activation of the Jak-STAT signaling pathway in contributing the pathogenesis of RA. Explainable machine learning, PPI network analysis, and qPCR jointly identified four hub genes (PFN1, SRP14, S100A11, and SAP18). CMAP, molecular docking, and PheWAS analysis further highlighted vismodegib as a promising therapeutic candidate.

Conclusion: This study clarifies the key immunometabolic mechanisms in RA, pinpointing promising paths for better prevention, diagnosis, and treatment.

目的:免疫代谢在类风湿关节炎(RA)发病机制中起关键作用,但其病理调控机制的复杂性仍然知之甚少。本研究探讨了风湿性关节炎复杂的免疫代谢景观,以确定潜在的治疗靶点。患者和方法:我们整合了全基因组关联研究(GWAS)数据,涉及来自58,000多名参与者的1,400种血浆代谢物,731种免疫细胞特征和RA结局。应用孟德尔随机化(MR)和中介分析来评估血浆代谢物、免疫细胞和RA之间的因果关系。我们进一步分析了单细胞和大量转录组来研究差异基因表达、免疫细胞相互作用和相关的生物学过程。机器学习模型识别中心基因,并通过定量实时PCR (qRT-PCR)进行验证。然后,通过连接图(CMAP)和分子对接筛选潜在的小分子药物。最后,进行了全现象关联研究(PheWAS),以评估靶向中枢基因的药物的潜在副作用。结果:6种血浆代谢物、5种免疫细胞与RA在遗传水平上存在因果关系。值得注意的是,DC介导了18%的PE对RA的保护作用。在pe相关的生物学过程中,RA和DC亚群的自噬相关评分均升高。通过观察所鉴定的细胞簇之间细胞相互作用的功能差异,高自噬评分的dc可能参与了坏死坏死和Jak-STAT信号通路的激活等过程,参与了RA的发病机制。可解释的机器学习、PPI网络分析和qPCR共同鉴定了四个中心基因(PFN1、SRP14、S100A11和SAP18)。CMAP、分子对接和PheWAS分析进一步强调了vismodegib作为有前景的治疗候选药物。结论:本研究阐明了RA的关键免疫代谢机制,为更好的预防、诊断和治疗指明了有希望的途径。
{"title":"Deciphering Immunometabolic Landscape in Rheumatoid Arthritis: Integrative Multiomics, Explainable Machine Learning and Experimental Validation.","authors":"Qiu Dong, Jiayang Wu, Huaguo Zhang, Xinhui Chen, Xi Xu, Jifeng Chen, Changzheng Shi, Liangping Luo, Dong Zhang","doi":"10.2147/JIR.S503118","DOIUrl":"10.2147/JIR.S503118","url":null,"abstract":"<p><strong>Purpose: </strong>Immunometabolism is pivotal in rheumatoid arthritis (RA) pathogenesis, yet the intricacies of its pathological regulatory mechanisms remain poorly understood. This study explores the complex immunometabolic landscape of RA to identify potential therapeutic targets.</p><p><strong>Patients and methods: </strong>We integrated genome-wide association study (GWAS) data involving 1,400 plasma metabolites, 731 immune cell traits, and RA outcomes from over 58,000 participants. Mendelian randomization (MR) and mediation analyses were applied to evaluate causal relationships among plasma metabolites, immune cells, and RA. We further analyzed single-cell and bulk transcriptomes to investigate differential gene expression, immune cell interactions, and relevant biological processes. Machine learning models identified hub genes, which were validated via quantitative real-time PCR (qRT-PCR). Then, potential small-molecule drugs were screened using the Connectivity Map (CMAP) and molecular docking. Finally, a phenome-wide association study (PheWAS) was conducted to evaluate potential side effects of drugs targeting the hub genes.</p><p><strong>Results: </strong>Causalities were found between six plasma metabolites, five immune cells and RA in genetically determined levels. Notably, DC mediated 18% of the protective effect of PE on RA. Autophagy-related scores were elevated in both RA and DC subsets in PE-associated biological processes. Through observation in the functional differences in cellular interactions between the identified clusters, DCs with high autophagy scores may process such as necroptosis and the activation of the Jak-STAT signaling pathway in contributing the pathogenesis of RA. Explainable machine learning, PPI network analysis, and qPCR jointly identified four hub genes (PFN1, SRP14, S100A11, and SAP18). CMAP, molecular docking, and PheWAS analysis further highlighted vismodegib as a promising therapeutic candidate.</p><p><strong>Conclusion: </strong>This study clarifies the key immunometabolic mechanisms in RA, pinpointing promising paths for better prevention, diagnosis, and treatment.</p>","PeriodicalId":16107,"journal":{"name":"Journal of Inflammation Research","volume":"18 ","pages":"637-652"},"PeriodicalIF":4.2,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11745140/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143006678","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Prognostic Significance of the CALLY Index in Ampullary Carcinoma: An Inflammation-Nutrition Retrospective Analysis. 壶腹癌CALLY指数的预后意义:炎症-营养回顾性分析。
IF 4.2 2区 医学 Q2 IMMUNOLOGY Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.2147/JIR.S495815
Pu Xi, Guizhong Huang, Kewei Huang, Dailei Qin, Zehui Yao, Lingmin Jiang, Qi Zhu, Chaobin He

Background: As a novel inflammatory-nutritional biomarker, the C-reactive protein-albumin-lymphocyte (CALLY) index has demonstrated significant prognostic value in various malignancies. However, research on its association with the prognosis of ampullary carcinoma (AC) is rare. This study aims to investigate the relationship between the CALLY index and the prognosis of patients with AC.

Methods: We retrospectively analyzed data from 201 patients with AC at Sun Yat-sen University Cancer Center. Several clinicopathological factors and biomarkers were included in the study. Univariate and multivariate Cox regression analyses, along with competing risk analysis, were performed to identify prognostic factors for AC after pancreaticoduodenectomy (PD). Only factors with significant results in univariate analysis were included in multivariate analysis. To ensure the robustness of our findings, propensity score matching (PSM) analyses were conducted to assess survival differences according to the CALLY index.

Results: The univariate and multivariate Cox regression analyses revealed that pathological type, N stage, T stage, postoperative chemotherapy regimen, and the CALLY index were all statistically significant prognostic factors for patients with AC after PD (all P values < 0.05). Taking into account non-cancer-related mortality as competing hazards, these factors remained significant predictors (all P values < 0.05). After PSM, the survival advantage observed between the low and high CALLY groups remained discernible and consistent.

Conclusion: This study indicated that a reduced CALLY index correlates with a poorer cancer-specific survival in AC patients after PD, highlighting its utility as a prognostic marker for this condition.

背景:c反应蛋白-白蛋白淋巴细胞(CALLY)指数作为一种新型的炎症营养生物标志物,在多种恶性肿瘤中显示出重要的预后价值。然而,关于其与壶腹癌(AC)预后关系的研究很少。本研究旨在探讨CALLY指数与AC患者预后的关系。方法:回顾性分析中山大学肿瘤中心201例AC患者的资料。一些临床病理因素和生物标志物被纳入研究。采用单因素和多因素Cox回归分析以及竞争风险分析,确定胰十二指肠切除术(PD)后AC的预后因素。只有在单因素分析中结果显著的因素才被纳入多因素分析。为了确保我们研究结果的稳健性,我们进行了倾向评分匹配(PSM)分析,根据CALLY指数评估生存差异。结果:单因素和多因素Cox回归分析显示,病理类型、N分期、T分期、术后化疗方案、CALLY指数是影响PD后AC患者预后的因素,差异均有统计学意义(P值均< 0.05)。考虑到非癌症相关死亡率作为相互竞争的危险因素,这些因素仍然是显著的预测因子(P值均< 0.05)。PSM后,低和高CALLY组之间观察到的生存优势仍然是明显和一致的。结论:本研究表明,降低的CALLY指数与PD后AC患者较差的癌症特异性生存相关,突出了其作为该疾病预后标志物的实用性。
{"title":"The Prognostic Significance of the CALLY Index in Ampullary Carcinoma: An Inflammation-Nutrition Retrospective Analysis.","authors":"Pu Xi, Guizhong Huang, Kewei Huang, Dailei Qin, Zehui Yao, Lingmin Jiang, Qi Zhu, Chaobin He","doi":"10.2147/JIR.S495815","DOIUrl":"https://doi.org/10.2147/JIR.S495815","url":null,"abstract":"<p><strong>Background: </strong>As a novel inflammatory-nutritional biomarker, the C-reactive protein-albumin-lymphocyte (CALLY) index has demonstrated significant prognostic value in various malignancies. However, research on its association with the prognosis of ampullary carcinoma (AC) is rare. This study aims to investigate the relationship between the CALLY index and the prognosis of patients with AC.</p><p><strong>Methods: </strong>We retrospectively analyzed data from 201 patients with AC at Sun Yat-sen University Cancer Center. Several clinicopathological factors and biomarkers were included in the study. Univariate and multivariate Cox regression analyses, along with competing risk analysis, were performed to identify prognostic factors for AC after pancreaticoduodenectomy (PD). Only factors with significant results in univariate analysis were included in multivariate analysis. To ensure the robustness of our findings, propensity score matching (PSM) analyses were conducted to assess survival differences according to the CALLY index.</p><p><strong>Results: </strong>The univariate and multivariate Cox regression analyses revealed that pathological type, N stage, T stage, postoperative chemotherapy regimen, and the CALLY index were all statistically significant prognostic factors for patients with AC after PD (all P values < 0.05). Taking into account non-cancer-related mortality as competing hazards, these factors remained significant predictors (all P values < 0.05). After PSM, the survival advantage observed between the low and high CALLY groups remained discernible and consistent.</p><p><strong>Conclusion: </strong>This study indicated that a reduced CALLY index correlates with a poorer cancer-specific survival in AC patients after PD, highlighting its utility as a prognostic marker for this condition.</p>","PeriodicalId":16107,"journal":{"name":"Journal of Inflammation Research","volume":"18 ","pages":"621-635"},"PeriodicalIF":4.2,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11745071/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143006756","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Erratum: Maresin1 Inhibits Ferroptosis via the Nrf2/SLC7A11/GPX4 Pathway to Protect Against Sepsis-Induced Acute Liver Injury [Corrigendum]. 勘误:Maresin1通过Nrf2/SLC7A11/GPX4途径抑制铁下沉,保护免受脓毒症诱导的急性肝损伤[勘误]。
IF 4.2 2区 医学 Q2 IMMUNOLOGY Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.2147/JIR.S516582

[This corrects the article DOI: 10.2147/JIR.S498775.].

[这更正了文章DOI: 10.2147/JIR.S498775.]。
{"title":"Erratum: Maresin1 Inhibits Ferroptosis via the Nrf2/SLC7A11/GPX4 Pathway to Protect Against Sepsis-Induced Acute Liver Injury [Corrigendum].","authors":"","doi":"10.2147/JIR.S516582","DOIUrl":"https://doi.org/10.2147/JIR.S516582","url":null,"abstract":"<p><p>[This corrects the article DOI: 10.2147/JIR.S498775.].</p>","PeriodicalId":16107,"journal":{"name":"Journal of Inflammation Research","volume":"18 ","pages":"653-654"},"PeriodicalIF":4.2,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11748028/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143006692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identification and Characterization of Genes Associated with Intestinal Ischemia-Reperfusion Injury and Oxidative Stress: A Bioinformatics and Experimental Approach Integrating High-Throughput Sequencing, Machine Learning, and Validation. 肠道缺血再灌注损伤和氧化应激相关基因的鉴定和表征:整合高通量测序、机器学习和验证的生物信息学和实验方法。
IF 4.2 2区 医学 Q2 IMMUNOLOGY Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.2147/JIR.S500360
Yongguo Xie, Mingpu Yang, Juanjuan Huang, Zongbin Jiang

Purpose: Intestinal ischemia-reperfusion injury (IIRI) occurs as a result of temporary blood flow interruption, leading to tissue damage upon reperfusion. Oxidative stress plays a critical role in this process, instigating inflammation and cell death. Identifying and characterizing genes associated with the oxidative stress response can offer valuable insights into potential therapeutic targets for managing IIRI.

Patients and methods: The IIRI dataset was sourced from the NCBI Gene Expression Omnibus Database (GEO), while oxidative stress genes were obtained from the Genecards database. Following the acquisition of differentially expressed genes in IIRI, they were cross-linked with oxidative stress genes to yield IIRI oxidative stress related genes (IOSRGs). The least absolute shrinkage and selection operator, as well as the support vector machine with random forest algorithm, were utilized for machine learning. Subsequently, the PPI network was established, and the Degree and MNC algorithms of the Cytohuba plugin were integrated with the genes obtained through the machine learning algorithms to identify hub IOSRGs (HIOSRGs). A mouse IIRI model and ROC curve were employed to verify the accuracy of HIOSRGs. Finally, siRNA was utilized to suppress the expression of HDAC3 in Caco2 cells, and the changes in oxidative stress levels before and after hypoxia-reoxygenation in Caco2 cells were observed.

Results: A total of 277 OSRGs and 4 HIOSRGs were obtained. Concurrently, in vivo experimental results of IIRI in C57BL/6 mice, and the establishment of ROC curves, reflected the accuracy and specificity of HIOSRGs. The knockdown of HDAC3 in Caco2 cells resulted in increased oxidative stress levels before and after hypoxia-reoxygenation, underscoring the significant role of HDAC3 in IIRI.

Conclusion: This study elucidates the interplay between oxidative stress genes and IIRI, offering novel insights into the potential pathogenesis of IIRI and medical interventions for IIRI.

目的:肠道缺血再灌注损伤(IIRI)是由于暂时性血流中断,导致再灌注时组织损伤。氧化应激在这一过程中起着关键作用,引发炎症和细胞死亡。识别和表征与氧化应激反应相关的基因可以为管理IIRI的潜在治疗靶点提供有价值的见解。患者和方法:IIRI数据来源于NCBI基因表达综合数据库(GEO),氧化应激基因来源于Genecards数据库。在IIRI中获得差异表达基因后,它们与氧化应激基因交联,产生IIRI氧化应激相关基因(IOSRGs)。利用最小绝对收缩算子和选择算子以及随机森林算法的支持向量机进行机器学习。随后,建立PPI网络,将Cytohuba插件的Degree和MNC算法与机器学习算法获得的基因相结合,识别轮毂IOSRGs (HIOSRGs)。采用小鼠IIRI模型和ROC曲线验证HIOSRGs的准确性。最后利用siRNA抑制Caco2细胞中HDAC3的表达,观察低氧复氧前后Caco2细胞氧化应激水平的变化。结果:共获得OSRGs 277个,HIOSRGs 4个。同时,IIRI在C57BL/6小鼠体内实验结果及ROC曲线的建立,反映了HIOSRGs的准确性和特异性。Caco2细胞中HDAC3的下调导致缺氧复氧前后氧化应激水平升高,强调HDAC3在IIRI中的重要作用。结论:本研究阐明了氧化应激基因与IIRI之间的相互作用,为IIRI的潜在发病机制和IIRI的医学干预提供了新的见解。
{"title":"Identification and Characterization of Genes Associated with Intestinal Ischemia-Reperfusion Injury and Oxidative Stress: A Bioinformatics and Experimental Approach Integrating High-Throughput Sequencing, Machine Learning, and Validation.","authors":"Yongguo Xie, Mingpu Yang, Juanjuan Huang, Zongbin Jiang","doi":"10.2147/JIR.S500360","DOIUrl":"https://doi.org/10.2147/JIR.S500360","url":null,"abstract":"<p><strong>Purpose: </strong>Intestinal ischemia-reperfusion injury (IIRI) occurs as a result of temporary blood flow interruption, leading to tissue damage upon reperfusion. Oxidative stress plays a critical role in this process, instigating inflammation and cell death. Identifying and characterizing genes associated with the oxidative stress response can offer valuable insights into potential therapeutic targets for managing IIRI.</p><p><strong>Patients and methods: </strong>The IIRI dataset was sourced from the NCBI Gene Expression Omnibus Database (GEO), while oxidative stress genes were obtained from the Genecards database. Following the acquisition of differentially expressed genes in IIRI, they were cross-linked with oxidative stress genes to yield IIRI oxidative stress related genes (IOSRGs). The least absolute shrinkage and selection operator, as well as the support vector machine with random forest algorithm, were utilized for machine learning. Subsequently, the PPI network was established, and the Degree and MNC algorithms of the Cytohuba plugin were integrated with the genes obtained through the machine learning algorithms to identify hub IOSRGs (HIOSRGs). A mouse IIRI model and ROC curve were employed to verify the accuracy of HIOSRGs. Finally, siRNA was utilized to suppress the expression of HDAC3 in Caco2 cells, and the changes in oxidative stress levels before and after hypoxia-reoxygenation in Caco2 cells were observed.</p><p><strong>Results: </strong>A total of 277 OSRGs and 4 HIOSRGs were obtained. Concurrently, in vivo experimental results of IIRI in C57BL/6 mice, and the establishment of ROC curves, reflected the accuracy and specificity of HIOSRGs. The knockdown of HDAC3 in Caco2 cells resulted in increased oxidative stress levels before and after hypoxia-reoxygenation, underscoring the significant role of HDAC3 in IIRI.</p><p><strong>Conclusion: </strong>This study elucidates the interplay between oxidative stress genes and IIRI, offering novel insights into the potential pathogenesis of IIRI and medical interventions for IIRI.</p>","PeriodicalId":16107,"journal":{"name":"Journal of Inflammation Research","volume":"18 ","pages":"701-722"},"PeriodicalIF":4.2,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11745141/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143006657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Relationship Between Novel Inflammatory Indices and the Incidence of Postoperative Pneumonia After Endovascular Embolization for Aneurysmal Subarachnoid Hemorrhage. 新型炎症指标与动脉瘤性蛛网膜下腔出血血管内栓塞术后肺炎发生率的关系。
IF 4.2 2区 医学 Q2 IMMUNOLOGY Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.2147/JIR.S505797
Shaojie Li, Hongjian Li, Weizhi Qiu, Baofang Wu, Jiayin Wang, Yasong Li, Hongzhi Gao

Background: Accurate identification of the risk of postoperative pneumonia (POP) in aneurysmal subarachnoid hemorrhage (aSAH) is essential for the implementation of stratified treatment. This study evaluated the relevance and utility of the Systemic Immuno-inflammatory Index (SII) and the Systemic Inflammatory Response Index (SIRI) in predicting pneumonia after aSAH.

Methods: Two hundred and forty patients undergoing aSAH intervention were included. Differences in SII and SIRI between patient groups were analyzed by propensity score matching (PSM). Receiver Operating Characteristic curves (ROC) were used to evaluate the predictive validity of SII and SIRI and to determine their predictive thresholds. The association of these indices with POP risk was assessed by multivariate logistic regression and restricted cubic spline (RCS), and subgroup analyses were performed.

Results: The overall POP prevalence was 60%, with 37.5% males and 62.5% females. PSM analyses showed statistically significant differences between the two groups for SII (P=0.032) and SIRI (P=0.02). They had a high predictive accuracy for predicting POP, with AUC values of 0.643 and 0.644, respectively. SII and SIRI were positively associated with the POP risk, independent of other confounders. Moreover, further sensitivity analysis and RCS supported the stability of this finding. Subgroup analyses showed that the relationship was stable across subgroups.

Conclusion: This study reveals the potential role of SII and SIRI in predicting the risk of postoperative pneumonia in patients with aSAH, and provides a strong basis for early identification and stratification of patients who are at high risk of postoperative pneumonia in aSAH.

背景:准确识别动脉瘤性蛛网膜下腔出血(aSAH)术后肺炎(POP)的风险对于分层治疗的实施至关重要。本研究评估了系统性免疫炎症指数(SII)和系统性炎症反应指数(SIRI)在预测aSAH后肺炎中的相关性和实用性。方法:纳入240例接受aSAH干预的患者。通过倾向评分匹配(PSM)分析患者组间SII和SIRI的差异。采用受试者工作特征曲线(ROC)评价SII和SIRI的预测效度,确定其预测阈值。采用多变量logistic回归和限制性三次样条(RCS)评估这些指标与POP风险的相关性,并进行亚组分析。结果:POP总患病率为60%,其中男性37.5%,女性62.5%。PSM分析显示两组SII (P=0.032)和SIRI (P=0.02)差异有统计学意义。对POP的预测精度较高,AUC值分别为0.643和0.644。SII和SIRI与POP风险呈正相关,独立于其他混杂因素。此外,进一步的敏感性分析和RCS支持了这一发现的稳定性。亚组分析表明,这种关系在各亚组之间是稳定的。结论:本研究揭示了SII和SIRI在预测aSAH患者术后肺炎风险中的潜在作用,为aSAH术后肺炎高危患者的早期识别和分层提供了有力依据。
{"title":"Relationship Between Novel Inflammatory Indices and the Incidence of Postoperative Pneumonia After Endovascular Embolization for Aneurysmal Subarachnoid Hemorrhage.","authors":"Shaojie Li, Hongjian Li, Weizhi Qiu, Baofang Wu, Jiayin Wang, Yasong Li, Hongzhi Gao","doi":"10.2147/JIR.S505797","DOIUrl":"10.2147/JIR.S505797","url":null,"abstract":"<p><strong>Background: </strong>Accurate identification of the risk of postoperative pneumonia (POP) in aneurysmal subarachnoid hemorrhage (aSAH) is essential for the implementation of stratified treatment. This study evaluated the relevance and utility of the Systemic Immuno-inflammatory Index (SII) and the Systemic Inflammatory Response Index (SIRI) in predicting pneumonia after aSAH.</p><p><strong>Methods: </strong>Two hundred and forty patients undergoing aSAH intervention were included. Differences in SII and SIRI between patient groups were analyzed by propensity score matching (PSM). Receiver Operating Characteristic curves (ROC) were used to evaluate the predictive validity of SII and SIRI and to determine their predictive thresholds. The association of these indices with POP risk was assessed by multivariate logistic regression and restricted cubic spline (RCS), and subgroup analyses were performed.</p><p><strong>Results: </strong>The overall POP prevalence was 60%, with 37.5% males and 62.5% females. PSM analyses showed statistically significant differences between the two groups for SII (<i>P</i>=0.032) and SIRI (P=0.02). They had a high predictive accuracy for predicting POP, with AUC values of 0.643 and 0.644, respectively. SII and SIRI were positively associated with the POP risk, independent of other confounders. Moreover, further sensitivity analysis and RCS supported the stability of this finding. Subgroup analyses showed that the relationship was stable across subgroups.</p><p><strong>Conclusion: </strong>This study reveals the potential role of SII and SIRI in predicting the risk of postoperative pneumonia in patients with aSAH, and provides a strong basis for early identification and stratification of patients who are at high risk of postoperative pneumonia in aSAH.</p>","PeriodicalId":16107,"journal":{"name":"Journal of Inflammation Research","volume":"18 ","pages":"667-679"},"PeriodicalIF":4.2,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11745138/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143006804","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MAP17 is a Novel NASH Progression Biomarker Associated with Macrophage Infiltration, Immunotherapy Response, and Oxidative Stress. MAP17是一种与巨噬细胞浸润、免疫治疗反应和氧化应激相关的新型NASH进展生物标志物。
IF 4.2 2区 医学 Q2 IMMUNOLOGY Pub Date : 2025-01-15 eCollection Date: 2025-01-01 DOI: 10.2147/JIR.S497737
Zhiwei Huang, Jiatong Chen, Shenglu Liu, Xin Xiang, Yang Long, Peng Tan, Wenguang Fu

Background: Nonalcoholic steatohepatitis (NASH) has recently garnered increased attention due to immune infiltration. However, the role of membrane-associated protein 17 (MAP17) in NASH remains unclear, which prompted this study to explore its relationship with immune infiltration and its regulatory mechanisms.

Methods: We employed weighted correlation network analysis (WGCNA) to construct a gene co-expression network aimed at identifying key genes associated with NASH progression. Our further analyses included differential expression evaluation, protein-protein interaction (PPI) network analysis, and Venn diagram analysis to discover novel targets. The CIBERSORT algorithm assessed the correlation between MAP17 and immune cell infiltration within the tumor microenvironment (TME), while the TIDE algorithm predicted responses to immunotherapy. Additionally, we conducted gene ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and gene set enrichment analysis (GSEA) to elucidate the mechanisms by which MAP17 operates. The expression of MAP17 was validated using liver tissues obtained from NASH patients and mice with diet-induced NASH or CCl4-induced liver fibrosis.

Results: Our findings identified MAP17 as a novel target in the progression of NASH. Correlation analyses demonstrated a positive association between MAP17 and M1 macrophage infiltration, as well as a negative association with M2 infiltration. TIDE results positioned MAP17 as a potential biomarker for predicting responses to immune checkpoint blockade. Mechanistic studies revealed that MAP17 induced oxidative stress, which subsequently activated the p53, PI3K-AKT, and Wnt signaling pathways. Validation analyses confirmed that MAP17 levels significantly increased in liver tissues of mice with diet-induced NASH or CCl4-induced liver fibrosis, as well as in NASH patients.

Conclusion: MAP17 is a novel biomarker linked to macrophage infiltration and immunotherapy responses in NASH patients. The oxidative stress induced by MAP17 activates the p53, PI3K-AKT, and Wnt pathways, all of which contribute to the progression of NASH.

背景:非酒精性脂肪性肝炎(NASH)最近由于免疫浸润引起了越来越多的关注。然而,膜相关蛋白17 (MAP17)在NASH中的作用尚不清楚,这促使本研究探索其与免疫浸润的关系及其调控机制。方法:采用加权相关网络分析(WGCNA)构建基因共表达网络,旨在识别与NASH进展相关的关键基因。我们进一步的分析包括差异表达评估,蛋白蛋白相互作用(PPI)网络分析和维恩图分析,以发现新的靶点。CIBERSORT算法评估MAP17与肿瘤微环境内免疫细胞浸润(TME)之间的相关性,而TIDE算法预测免疫治疗的反应。此外,我们还进行了基因本体(GO)、京都基因与基因组百科全书(KEGG)和基因集富集分析(GSEA)来阐明MAP17的运作机制。MAP17的表达通过从NASH患者和饮食诱导的NASH或ccl4诱导的肝纤维化小鼠获得的肝组织进行验证。结果:我们的研究结果确定MAP17是NASH进展中的一个新靶点。相关分析表明,MAP17与M1巨噬细胞浸润呈正相关,与M2浸润呈负相关。TIDE结果将MAP17定位为预测免疫检查点阻断应答的潜在生物标志物。机制研究表明,MAP17诱导氧化应激,随后激活p53、PI3K-AKT和Wnt信号通路。验证分析证实,在饮食诱导的NASH或ccl4诱导的肝纤维化小鼠以及NASH患者的肝组织中,MAP17水平显著升高。结论:MAP17是一种与NASH患者巨噬细胞浸润和免疫治疗反应相关的新型生物标志物。MAP17诱导的氧化应激激活p53、PI3K-AKT和Wnt通路,所有这些通路都有助于NASH的进展。
{"title":"MAP17 is a Novel NASH Progression Biomarker Associated with Macrophage Infiltration, Immunotherapy Response, and Oxidative Stress.","authors":"Zhiwei Huang, Jiatong Chen, Shenglu Liu, Xin Xiang, Yang Long, Peng Tan, Wenguang Fu","doi":"10.2147/JIR.S497737","DOIUrl":"10.2147/JIR.S497737","url":null,"abstract":"<p><strong>Background: </strong>Nonalcoholic steatohepatitis (NASH) has recently garnered increased attention due to immune infiltration. However, the role of membrane-associated protein 17 (MAP17) in NASH remains unclear, which prompted this study to explore its relationship with immune infiltration and its regulatory mechanisms.</p><p><strong>Methods: </strong>We employed weighted correlation network analysis (WGCNA) to construct a gene co-expression network aimed at identifying key genes associated with NASH progression. Our further analyses included differential expression evaluation, protein-protein interaction (PPI) network analysis, and Venn diagram analysis to discover novel targets. The CIBERSORT algorithm assessed the correlation between MAP17 and immune cell infiltration within the tumor microenvironment (TME), while the TIDE algorithm predicted responses to immunotherapy. Additionally, we conducted gene ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and gene set enrichment analysis (GSEA) to elucidate the mechanisms by which MAP17 operates. The expression of MAP17 was validated using liver tissues obtained from NASH patients and mice with diet-induced NASH or CCl4-induced liver fibrosis.</p><p><strong>Results: </strong>Our findings identified MAP17 as a novel target in the progression of NASH. Correlation analyses demonstrated a positive association between MAP17 and M1 macrophage infiltration, as well as a negative association with M2 infiltration. TIDE results positioned MAP17 as a potential biomarker for predicting responses to immune checkpoint blockade. Mechanistic studies revealed that MAP17 induced oxidative stress, which subsequently activated the p53, PI3K-AKT, and Wnt signaling pathways. Validation analyses confirmed that MAP17 levels significantly increased in liver tissues of mice with diet-induced NASH or CCl4-induced liver fibrosis, as well as in NASH patients.</p><p><strong>Conclusion: </strong>MAP17 is a novel biomarker linked to macrophage infiltration and immunotherapy responses in NASH patients. The oxidative stress induced by MAP17 activates the p53, PI3K-AKT, and Wnt pathways, all of which contribute to the progression of NASH.</p>","PeriodicalId":16107,"journal":{"name":"Journal of Inflammation Research","volume":"18 ","pages":"601-619"},"PeriodicalIF":4.2,"publicationDate":"2025-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11747966/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143006783","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predictive Value of Albumin to Fibrinogen Ratio and CALLY Index for Diagnosis of Ulcerative Colitis and Mucosal Healing After Vedolizumab Treatment. 白蛋白与纤维蛋白原比值和CALLY指数对溃疡性结肠炎的诊断和韦多单抗治疗后粘膜愈合的预测价值。
IF 4.2 2区 医学 Q2 IMMUNOLOGY Pub Date : 2025-01-14 eCollection Date: 2025-01-01 DOI: 10.2147/JIR.S500600
Kairong Su, Sinan Xiao, Mei Wang, Kairuo Wang, Qing Fan, Sumei Sha, Yongli Cheng, Xin Liu, Haitao Shi

Purpose: The albumin to fibrinogen ratio (AFR), a biomarker associated with inflammatory, nutritional, and coagulation status, and the CALLY index, a biomarker combining C-reactive protein, albumin, and lymphocyte count, have been suggested to correlate with prognosis in a variety of diseases in previous studies; however, studies of these two markers in ulcerative colitis (UC) are lacking. The aim of this study was to evaluate the clinical significance of AFR and CALLY index in UC.

Methods: The study included 109 UC patients and 126 healthy controls. For UC patients treated with Vedolizumab (50 patients), they were categorized into mucosal healing group (MH group) and non- mucosal healing group (non-MH group) based on Mayo endoscopic score (MES) after 14 weeks of treatment. The differences in AFR and CALLY index were compared between the UC group and the healthy control group, and between the MH group and the non-MH group. Then, the correlation of the AFR and CALLY index with UC activity was assessed, and the predictive value of the AFR and CALLY index was evaluated using the receiver operating characteristic (ROC) curve.

Results: The results showed that both AFR and CALLY index were significantly decreased in the UC group compared with the healthy control group (both p<0.001); the area under the curve (AUC) of the AFR and CALLY index differentiating between the healthy control group and the UC group were 0.782 and 0.773, respectively. For Vedolizumab treatment, the non-MH group had significantly lower baseline AFR and CALLY index compared to the MH group; the AUC for baseline AFR and CALLY index discriminating the MH group from the non-MH group were 0.665 and 0.721, respectively. In addition, AFR and CALLY index were negatively correlated with the MES and inflammatory load of UC. The results of multivariate logistic regression analysis showed that the CALLY index was an independent predictor of UC diagnosis and mucosal healing after 14 weeks of Vedolizumab treatment.

Conclusion: AFR and CALLY index can be used as novel serologic markers for diagnosing UC and predicting the efficacy of Vedolizumab treatment.

目的:白蛋白与纤维蛋白原比值(AFR)是一种与炎症、营养和凝血状态相关的生物标志物,而CALLY指数是一种结合c反应蛋白、白蛋白和淋巴细胞计数的生物标志物,在以往的研究中已被认为与多种疾病的预后相关;然而,这两种标志物在溃疡性结肠炎(UC)中的研究缺乏。本研究的目的是评价AFR和CALLY指数在UC中的临床意义。方法:纳入109例UC患者和126例健康对照。对于Vedolizumab治疗的UC患者(50例),治疗14周后根据Mayo内镜评分(MES)将其分为粘膜愈合组(MH组)和非粘膜愈合组(non-MH组)。比较UC组与健康对照组、MH组与非MH组AFR、CALLY指数的差异。然后,评估AFR和CALLY指数与UC活动的相关性,并采用受试者工作特征(ROC)曲线评估AFR和CALLY指数的预测价值。结果:与健康对照组相比,UC组AFR和CALLY指数均显著降低。结论:AFR和CALLY指数可作为诊断UC和预测Vedolizumab治疗效果的新型血清学指标。
{"title":"Predictive Value of Albumin to Fibrinogen Ratio and CALLY Index for Diagnosis of Ulcerative Colitis and Mucosal Healing After Vedolizumab Treatment.","authors":"Kairong Su, Sinan Xiao, Mei Wang, Kairuo Wang, Qing Fan, Sumei Sha, Yongli Cheng, Xin Liu, Haitao Shi","doi":"10.2147/JIR.S500600","DOIUrl":"10.2147/JIR.S500600","url":null,"abstract":"<p><strong>Purpose: </strong>The albumin to fibrinogen ratio (AFR), a biomarker associated with inflammatory, nutritional, and coagulation status, and the CALLY index, a biomarker combining C-reactive protein, albumin, and lymphocyte count, have been suggested to correlate with prognosis in a variety of diseases in previous studies; however, studies of these two markers in ulcerative colitis (UC) are lacking. The aim of this study was to evaluate the clinical significance of AFR and CALLY index in UC.</p><p><strong>Methods: </strong>The study included 109 UC patients and 126 healthy controls. For UC patients treated with Vedolizumab (50 patients), they were categorized into mucosal healing group (MH group) and non- mucosal healing group (non-MH group) based on Mayo endoscopic score (MES) after 14 weeks of treatment. The differences in AFR and CALLY index were compared between the UC group and the healthy control group, and between the MH group and the non-MH group. Then, the correlation of the AFR and CALLY index with UC activity was assessed, and the predictive value of the AFR and CALLY index was evaluated using the receiver operating characteristic (ROC) curve.</p><p><strong>Results: </strong>The results showed that both AFR and CALLY index were significantly decreased in the UC group compared with the healthy control group (both p<0.001); the area under the curve (AUC) of the AFR and CALLY index differentiating between the healthy control group and the UC group were 0.782 and 0.773, respectively. For Vedolizumab treatment, the non-MH group had significantly lower baseline AFR and CALLY index compared to the MH group; the AUC for baseline AFR and CALLY index discriminating the MH group from the non-MH group were 0.665 and 0.721, respectively. In addition, AFR and CALLY index were negatively correlated with the MES and inflammatory load of UC. The results of multivariate logistic regression analysis showed that the CALLY index was an independent predictor of UC diagnosis and mucosal healing after 14 weeks of Vedolizumab treatment.</p><p><strong>Conclusion: </strong>AFR and CALLY index can be used as novel serologic markers for diagnosing UC and predicting the efficacy of Vedolizumab treatment.</p>","PeriodicalId":16107,"journal":{"name":"Journal of Inflammation Research","volume":"18 ","pages":"589-600"},"PeriodicalIF":4.2,"publicationDate":"2025-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11742243/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143006802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis and Validation of Autophagy-Related Gene Biomarkers and Immune Cell Infiltration Characteristic in Bronchopulmonary Dysplasia by Integrating Bioinformatics and Machine Learning. 结合生物信息学和机器学习分析和验证支气管肺发育不良自噬相关基因生物标志物和免疫细胞浸润特征。
IF 4.2 2区 医学 Q2 IMMUNOLOGY Pub Date : 2025-01-13 eCollection Date: 2025-01-01 DOI: 10.2147/JIR.S495132
Shuzhe Xiao, Yue Ding, Chen Du, Yiting Lv, Shumei Yang, Qi Zheng, Zhiqiu Wang, Qiaoli Zheng, Meifang Huang, Qingyan Xiao, Zhuxiao Ren, Guangliang Bi, Jie Yang

Background: Autophagy and immunity play important regulatory roles in lung developmental disorders. However, there is currently a lack of bioinformatics analysis on autophagy-related genes (ARGs) and immune infiltration in bronchopulmonary dysplasia (BPD). We aim to screen and validate the signature genes of BPD by bioinformatics and in vivo experiment.

Methods: GSE8586 was obtained from the Gene Expression Omnibus (GEO) database. The differentially expressed genes (DEGs) were identified using the R program. Using cell-type identification with CIBERSORT to analyze the inflammatory and immune status of BPD. Subsequently, the hub genes were identified by Lasso and Cytoscape with three machine-learning algorithms (MCC, Degree and MCODE). In addition, hub genes were validated with ROC, single-cell sequence and IHC in hyperoxia rats. Finally, we searched the drug targets of these hub genes, and established a nomogram model for predicting the risk of BPD.

Results: There were 73 the differentially expressed and autophagy-related genes (DE-ARGs) by overlapping the DEGs in GSE8586 and ARGs. Five hub genes, BRIX1, JUN, PES1, NR4A1 and RRP9, were lowly expressed in the BPD group and had high diagnostic value in the diagnostic model. All hub genes are mainly located in B cell, epithelial cell, fibroblast, endothelial cell, smooth muscle cell and pneumocyte in lung single-cell sequencing. Moreover, immune infiltration analysis showed immune cells were higher in the BPD group and were closely associated with hub genes. We also predict the drug targets of the genes. Finally, the IHC result in rats showed that expression of PES1, BRX1, RRP9, JUN, NR4A1 was lower in the hyperoxia group compared to the normoxia group.

Conclusion: BRIX1, JUN, PES1, NR4A1, RRP9, may be promising therapeutic targets for BPD. Our findings provided researchers and clinicians with more evidence regarding immunotherapeutic strategies for BPD treatment.

背景:自噬和免疫在肺发育障碍中起着重要的调节作用。然而,目前缺乏自噬相关基因(ARGs)与支气管肺发育不良(BPD)免疫浸润的生物信息学分析。我们的目标是通过生物信息学和体内实验来筛选和验证BPD的特征基因。方法:从Gene Expression Omnibus (GEO)数据库中获取GSE8586。差异表达基因(DEGs)用R程序进行鉴定。利用CIBERSORT细胞类型鉴定分析BPD的炎症和免疫状态。随后,利用Lasso和Cytoscape三种机器学习算法(MCC、Degree和MCODE)鉴定中心基因。并用ROC、单细胞序列和IHC对高氧大鼠的hub基因进行验证。最后,我们搜索了这些枢纽基因的药物靶点,并建立了预测BPD风险的nomogram模型。结果:GSE8586和ARGs中存在73个差异表达和自噬相关基因(DE-ARGs)。5个枢纽基因BRIX1、JUN、PES1、NR4A1、RRP9在BPD组低表达,在诊断模型中具有较高的诊断价值。在肺单细胞测序中,所有枢纽基因主要位于B细胞、上皮细胞、成纤维细胞、内皮细胞、平滑肌细胞和肺细胞。免疫浸润分析显示BPD组免疫细胞增多,且与中枢基因密切相关。我们还预测了这些基因的药物靶点。最后,大鼠免疫组化结果显示,高氧组PES1、BRX1、RRP9、JUN、NR4A1的表达低于常氧组。结论:BRIX1、JUN、PES1、NR4A1、RRP9可能是BPD有前景的治疗靶点。我们的研究结果为研究人员和临床医生提供了更多关于BPD免疫治疗策略的证据。
{"title":"Analysis and Validation of Autophagy-Related Gene Biomarkers and Immune Cell Infiltration Characteristic in Bronchopulmonary Dysplasia by Integrating Bioinformatics and Machine Learning.","authors":"Shuzhe Xiao, Yue Ding, Chen Du, Yiting Lv, Shumei Yang, Qi Zheng, Zhiqiu Wang, Qiaoli Zheng, Meifang Huang, Qingyan Xiao, Zhuxiao Ren, Guangliang Bi, Jie Yang","doi":"10.2147/JIR.S495132","DOIUrl":"10.2147/JIR.S495132","url":null,"abstract":"<p><strong>Background: </strong>Autophagy and immunity play important regulatory roles in lung developmental disorders. However, there is currently a lack of bioinformatics analysis on autophagy-related genes (ARGs) and immune infiltration in bronchopulmonary dysplasia (BPD). We aim to screen and validate the signature genes of BPD by bioinformatics and in vivo experiment.</p><p><strong>Methods: </strong>GSE8586 was obtained from the Gene Expression Omnibus (GEO) database. The differentially expressed genes (DEGs) were identified using the R program. Using cell-type identification with CIBERSORT to analyze the inflammatory and immune status of BPD. Subsequently, the hub genes were identified by Lasso and Cytoscape with three machine-learning algorithms (MCC, Degree and MCODE). In addition, hub genes were validated with ROC, single-cell sequence and IHC in hyperoxia rats. Finally, we searched the drug targets of these hub genes, and established a nomogram model for predicting the risk of BPD.</p><p><strong>Results: </strong>There were 73 the differentially expressed and autophagy-related genes (DE-ARGs) by overlapping the DEGs in GSE8586 and ARGs. Five hub genes, BRIX1, JUN, PES1, NR4A1 and RRP9, were lowly expressed in the BPD group and had high diagnostic value in the diagnostic model. All hub genes are mainly located in B cell, epithelial cell, fibroblast, endothelial cell, smooth muscle cell and pneumocyte in lung single-cell sequencing. Moreover, immune infiltration analysis showed immune cells were higher in the BPD group and were closely associated with hub genes. We also predict the drug targets of the genes. Finally, the IHC result in rats showed that expression of PES1, BRX1, RRP9, JUN, NR4A1 was lower in the hyperoxia group compared to the normoxia group.</p><p><strong>Conclusion: </strong>BRIX1, JUN, PES1, NR4A1, RRP9, may be promising therapeutic targets for BPD. Our findings provided researchers and clinicians with more evidence regarding immunotherapeutic strategies for BPD treatment.</p>","PeriodicalId":16107,"journal":{"name":"Journal of Inflammation Research","volume":"18 ","pages":"549-563"},"PeriodicalIF":4.2,"publicationDate":"2025-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11748167/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143006741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Interleukin-6 as a Pan-Cancer Prognostic Inflammatory Biomarker: A Population-Based Study and Comprehensive Bioinformatics Analysis. 白细胞介素-6作为泛癌症预后炎症生物标志物:基于人群的研究和综合生物信息学分析。
IF 4.2 2区 医学 Q2 IMMUNOLOGY Pub Date : 2025-01-13 eCollection Date: 2025-01-01 DOI: 10.2147/JIR.S484962
Hailun Xie, Lishuang Wei, Guotian Ruan, Heyang Zhang, Hanping Shi

Purpose: Interleukin-6 (IL-6) is a central factor linking inflammation to cancer. This study aimed to provide a comprehensive assessment of the prognostic value of IL-6 and its immunotherapeutic features using a population-based pan-cancer analysis and comprehensive bioinformatic analysis.

Patients and methods: In the cohort study, 540 patients were included to explore the prognostic value of serum IL-6 levels in cancer. The differential expression of IL-6 and its association with survival and immune cell infiltration were investigated using the TCGA database. The SangerBox database was used to analyze the correlation between IL-6 expression and immune checkpoint (ICP), tumor mutation burden (TMB), and microsatellite instability (MSI) in cancer. Genomic changes in the IL-6 levels were studied using the c-BioPortal database. The IL-6 co-expression network was analyzed using the LinkedOmics database.

Results: Serum IL-6 is an independent prognostic factor for cancer, especially gastrointestinal cancers. Compared to other serum inflammatory markers, serum IL-6 is an optimal biomarker for cancer prognosis. A comprehensive bioinformatics analysis showed higher IL-6 expression in human cancers than in the paired normal tissues. The IL-6 expression is closely associated with prognosis, ICP, TMB, and MSI. In addition, it is also strongly correlated with tumor-infiltrating cells. IL-6 levels are significantly associated with the prognosis of stomach adenocarcinoma (STAD). The IL-6 co-expression network in STAD is mainly involved in regulating inflammatory pathways and cell communication.

Conclusion: IL-6 is a potential prognostic and immune biomarker of cancer. Compared to other clinical inflammatory biomarkers, IL-6 demonstrates superior prognostic efficacy.

目的:白细胞介素-6 (IL-6)是连接炎症和癌症的中心因子。本研究旨在通过基于人群的泛癌症分析和综合生物信息学分析,全面评估IL-6的预后价值及其免疫治疗特征。患者和方法:队列研究纳入540例患者,探讨血清IL-6水平对肿瘤预后的价值。利用TCGA数据库研究IL-6的差异表达及其与存活和免疫细胞浸润的关系。使用SangerBox数据库分析IL-6表达与肿瘤免疫检查点(ICP)、肿瘤突变负荷(TMB)和微卫星不稳定性(MSI)的相关性。使用c- biopportal数据库研究IL-6水平的基因组变化。使用LinkedOmics数据库分析IL-6共表达网络。结果:血清IL-6是肿瘤,尤其是胃肠道肿瘤的独立预后因子。与其他血清炎症标志物相比,血清IL-6是癌症预后的最佳生物标志物。综合生物信息学分析显示,人类癌症中IL-6的表达高于配对正常组织。IL-6表达与预后、ICP、TMB、MSI密切相关。此外,它还与肿瘤浸润细胞密切相关。IL-6水平与胃腺癌(STAD)预后显著相关。STAD中IL-6共表达网络主要参与调节炎症通路和细胞通讯。结论:IL-6是一种潜在的肿瘤预后和免疫生物标志物。与其他临床炎症生物标志物相比,IL-6表现出优越的预后疗效。
{"title":"Interleukin-6 as a Pan-Cancer Prognostic Inflammatory Biomarker: A Population-Based Study and Comprehensive Bioinformatics Analysis.","authors":"Hailun Xie, Lishuang Wei, Guotian Ruan, Heyang Zhang, Hanping Shi","doi":"10.2147/JIR.S484962","DOIUrl":"10.2147/JIR.S484962","url":null,"abstract":"<p><strong>Purpose: </strong>Interleukin-6 (IL-6) is a central factor linking inflammation to cancer. This study aimed to provide a comprehensive assessment of the prognostic value of IL-6 and its immunotherapeutic features using a population-based pan-cancer analysis and comprehensive bioinformatic analysis.</p><p><strong>Patients and methods: </strong>In the cohort study, 540 patients were included to explore the prognostic value of serum IL-6 levels in cancer. The differential expression of IL-6 and its association with survival and immune cell infiltration were investigated using the TCGA database. The SangerBox database was used to analyze the correlation between IL-6 expression and immune checkpoint (ICP), tumor mutation burden (TMB), and microsatellite instability (MSI) in cancer. Genomic changes in the IL-6 levels were studied using the c-BioPortal database. The IL-6 co-expression network was analyzed using the LinkedOmics database.</p><p><strong>Results: </strong>Serum IL-6 is an independent prognostic factor for cancer, especially gastrointestinal cancers. Compared to other serum inflammatory markers, serum IL-6 is an optimal biomarker for cancer prognosis. A comprehensive bioinformatics analysis showed higher IL-6 expression in human cancers than in the paired normal tissues. The IL-6 expression is closely associated with prognosis, ICP, TMB, and MSI. In addition, it is also strongly correlated with tumor-infiltrating cells. IL-6 levels are significantly associated with the prognosis of stomach adenocarcinoma (STAD). The IL-6 co-expression network in STAD is mainly involved in regulating inflammatory pathways and cell communication.</p><p><strong>Conclusion: </strong>IL-6 is a potential prognostic and immune biomarker of cancer. Compared to other clinical inflammatory biomarkers, IL-6 demonstrates superior prognostic efficacy.</p>","PeriodicalId":16107,"journal":{"name":"Journal of Inflammation Research","volume":"18 ","pages":"573-587"},"PeriodicalIF":4.2,"publicationDate":"2025-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11740593/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143006769","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Inflammation Research
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1