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MiRNA let-7d-5p Alleviates Inflammatory Responses by Targeting Map3k1 and Inactivating ERK/p38 MAPK Signaling in Microglia MiRNA let-7d-5p 通过靶向 Map3k1 和使小胶质细胞中的 ERK/p38 MAPK 信号失活来缓解炎症反应
IF 1.3 4区 医学 Q4 IMMUNOLOGY Pub Date : 2024-01-01 DOI: 10.1615/critrevimmunol.2024051776
Fan Fang, Cheng Chen
Alzheimer's disease (AD) is the most common form of dementia. Aberrant regulation of microRNAs (miRNAs) has been implicated in the pathogenesis of AD. In a large case-control study recruiting 208 patients with AD and 205 elderly control subjects, miRNA-let-7d-5p attracted our attention for its downregulated level in patients with AD. However, the biological functions of let-7d-5p in AD pathogenesis have not been investigated. This study emphasized the functions and mechanisms of let-7d-5p in the pathogenesis of AD. Mouse microglial BV2 cells treated with amyloid-β (Aβ)1-42 were used as in vitro AD inflammation models. We reported that let-7d-5p was downregulated in Aβ 1-42-stimulated BV2 cells, and upregulation of let-7d-5p promoted the transversion of microglial cells from Ml phenotype to M2 phenotype. Then, the binding relationship between let-7d-5p and Map3k1 was verified by luciferase reporter assays. Mechanistically, let-7d-5p could target Map3k1 3'UTR to inactivate ERK/p38 MAPK signaling. Therefore, it was suggested that let-7d-5p might be a novel modulator of microglial neuroinflammation and serve as a novel target for diagnosis and treatment of AD.
阿尔茨海默病(AD)是最常见的痴呆症。微RNA(miRNA)的异常调控与阿尔茨海默病的发病机制有关。在一项招募了208名AD患者和205名老年对照受试者的大型病例对照研究中,miRNA-let-7d-5p因其在AD患者中的下调水平而引起了我们的注意。然而,let-7d-5p 在 AD 发病机制中的生物学功能尚未得到研究。本研究强调了let-7d-5p在AD发病机制中的功能和机制。我们用淀粉样蛋白-β(Aβ)1-42处理的小鼠小胶质细胞BV2作为体外AD炎症模型。我们发现,let-7d-5p在Aβ 1-42刺激的BV2细胞中被下调,而let-7d-5p的上调促进了小胶质细胞从Ml表型向M2表型的转化。然后,通过荧光素酶报告实验验证了let-7d-5p与Map3k1的结合关系。从机理上讲,let-7d-5p可以靶向Map3k1的3'UTR,使ERK/p38 MAPK信号失活。因此,let-7d-5p可能是一种新型的小胶质细胞神经炎症调节剂,并可作为诊断和治疗AD的新靶点。
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引用次数: 0
LAMA3 Promotes Tumorigenesis of Oral Squamous Cell Carcinoma by METTL3-Mediated N6-Methyladenosine Modification LAMA3通过mettl3介导的n6 -甲基腺苷修饰促进口腔鳞状细胞癌的发生
IF 1.3 4区 医学 Q4 IMMUNOLOGY Pub Date : 2024-01-01 DOI: 10.1615/critrevimmunol.2023051066
Baoshan Ning, Yine Mei
Laminin subunit alpha 3 (LAMA3) is a cancer regulator. However, its effects and regulatory pathways in oral squamous cell carcinoma (OSCC) progression remain unknown. This research aimed to determine the influence of LAMA3 regulation via methyltransferase-like 3 (METTL3) on OSCC progression. Using quantitative real-time polymerase chain reaction and bioinformatics analysis, the expression levels of LAMA3 and METTL3 in OSCC tissues were examined. The functional roles of LAMA3 and METTL3 were analyzed using cell functional experiments. Using methylated RNA immunoprecipitation and mRNA stability assays, LAMA3 and METTL3 regulation was investigated. In OSCC tissues, LAMA3 was upregulated. LAMA3 inhibition hampered OSCC cell proliferation, invasion, and migration while its overexpression facilitated OSCC cell progression. METTL3 serves as a crucial upstream regulator of LAMA3 in OSCC and upregulates LAMA3 expression via an m6A-dependent mechanism. The low METTL3 expression partially restored the enhanced malignant phenotype induced by LAMA3 overexpression. Our findings indicate that METTL3 and LAMA3 act as pro-oncogenic factors in OSCC, with METTL3 promoting OSCC malignancy via m6A modification-dependent stabilization of LAMA3 transcripts, representing a novel regulatory mechanism in OSCC.
层粘连蛋白亚单位- 3 (LAMA3)是一种癌症调节剂。然而,其在口腔鳞状细胞癌(OSCC)进展中的作用和调控途径尚不清楚。本研究旨在确定通过甲基转移酶样3 (METTL3)调控LAMA3对OSCC进展的影响。采用实时定量聚合酶链反应和生物信息学分析,检测LAMA3和METTL3在OSCC组织中的表达水平。通过细胞功能实验分析LAMA3和METTL3的功能作用。利用甲基化RNA免疫沉淀和mRNA稳定性分析,研究LAMA3和METTL3的调控。在OSCC组织中,LAMA3表达上调。LAMA3的抑制抑制了OSCC细胞的增殖、侵袭和迁移,而其过表达促进了OSCC细胞的进展。METTL3在OSCC中是LAMA3的重要上游调控因子,并通过m6a依赖的机制上调LAMA3的表达。低表达的METTL3部分恢复了LAMA3过表达引起的增强的恶性表型。我们的研究结果表明,METTL3和LAMA3在OSCC中作为促癌因子,其中METTL3通过m6A修饰依赖性LAMA3转录物的稳定促进OSCC恶性,代表了一种新的OSCC调节机制。
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引用次数: 0
Employing Multicolor Melting Curve Analysis to Rapidly Identify Non-Tuberculous Mycobacteria in Patients with Bronchiectasis: A Study from a Pulmonary Hospital in the Fuzhou District of China, 2018−2022 利用多色熔融曲线分析快速识别支气管扩张患者的非结核分枝杆菌:2018-2022年中国福州地区肺科医院的一项研究
IF 1.3 4区 医学 Q4 IMMUNOLOGY Pub Date : 2024-01-01 DOI: 10.1615/critrevimmunol.2024052213
Mintao Zheng, Xinchao Chen, Qiaoqian Chen, Xiaohong Chen, Mingxiang Huang
Non-tuberculous mycobacteria (NTM) infection is common in bronchiectasis, with rising incidence globally. However, investigation into NTM in bronchiectasis patients in China remains relatively limited. This work aimed to identify and understand the features of NTM in bronchiectasis patient in Fuzhou district of China. The pulmonary samples were collected from 281 bronchiectasis patients with suspected NTM infection in Fuzhou, 2018-2022. MPB64 antigen detection was employed for the preliminary evaluation of NTM. Further NTM identification was realized using gene chip and gene sequencing. Among 281 patients, 172 (61.21%) patients were NTM-positive (58.72%) according to MPB64 antigen detection, with females (58.72%) outnumbering males (41.28%) and the highest prevalence in the age group of 46-65 years. In total, 47 NTM single infections and 3 mixed infections (1 Mycobacterium tuberculosis complex-M. intracellulare, 1 M. avium-M. intracellulare, and 1 M. abscessus-M. intracellulare) were identified through multicolor melting curve analysis (MMCA), which was compared with gene sequencing results. Both methods suggested Mycobacterium (M.) intracellulare, M. abscessus, and M. avium as the primary NTM species affecting bronchiectasis patients. M. intracellulare and M. abscessus were more frequent in females than males with the highest prevalence in the age group of 46-65 years according to MMCA. This research provides novel insights into the epidemiological and clinical features of NTM in bronchiectasis patients in Southeastern China. Significantly, M. intracellulare, M. abscessus, and M. avium were identified as the major NTM species, contributing to a better understanding and management of bronchiectasis accompanied by NTM infection.
非结核分枝杆菌(NTM)感染在支气管扩张症中很常见,其发病率在全球呈上升趋势。然而,中国对支气管扩张症患者非结核分枝杆菌感染的调查仍相对有限。本研究旨在确定和了解中国福州地区支气管扩张症患者的 NTM 特征。收集了2018-2022年福州地区281例疑似NTM感染的支气管扩张症患者的肺部样本。采用MPB64抗原检测对NTM进行初步评估。利用基因芯片和基因测序实现对NTM的进一步鉴定。在281例患者中,经MPB64抗原检测,172例(61.21%)患者为NTM阳性(58.72%),其中女性(58.72%)多于男性(41.28%),46-65岁年龄组发病率最高。通过多色熔解曲线分析(MMCA)和基因测序结果比较,共鉴定出 47 例 NTM 单一感染和 3 例混合感染(1 例复合结核分枝杆菌-M.细胞内分枝杆菌、1 例鸟疫分枝杆菌-M.细胞内分枝杆菌和 1 例脓肿分枝杆菌-M.细胞内分枝杆菌)。这两种方法都表明细胞内分枝杆菌(M. intracellulare)、脓肿分枝杆菌(M. abscessus)和禽分枝杆菌(M. avium)是影响支气管扩张症患者的主要非结核分枝杆菌。根据MMCA的数据,细胞内分枝杆菌和脓肿分枝杆菌在女性中的发病率高于男性,在46-65岁年龄组中发病率最高。这项研究为了解中国东南地区支气管扩张症患者中非典型肺炎霉菌的流行病学和临床特征提供了新的视角。值得注意的是,细胞内膜霉菌、脓肿膜霉菌和阿维菌被确定为主要的非淋菌性支气管扩张症病原体,这有助于更好地了解和治疗伴有非淋菌性支气管扩张症的支气管炎。
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引用次数: 0
A Machine Learning Method for a Blood Diagnostic Model of Pancreatic Cancer Based on microRNA Signatures 基于 microRNA 标识的胰腺癌血液诊断模型的机器学习方法
IF 1.3 4区 医学 Q4 IMMUNOLOGY Pub Date : 2024-01-01 DOI: 10.1615/critrevimmunol.2023051250
Bin Huang, Chang Xin, Huanjun Yan, Zhewei Yu
This study aimed to construct a blood diagnostic model for pancreatic cancer (PC) using miRNA signatures by a combination of machine learning and biological experimental verification. Gene expression profiles of patients with PC and transcriptome normalization data were obtained from the Gene Expression Omnibus (GEO) database. Using random forest algorithm, lasso regression algorithm, and multivariate cox regression analyses, the classifier of differentially expressed miRNAs was identified based on algorithms and functional properties. Next, the ROC curve analysis was used to evaluate the predictive performance of the diagnostic model. Finally, we analyzed the expression of two specific miRNAs in Capan-1, PANC-1, and MIA PaCa-2 pancreatic cells using qRT-PCR. Integrated microarray analysis revealed that 33 common miRNAs exhibited significant differences in expression profiles between tumor and normal groups (P value < 0.05 and |logFC| > 0.3). Pathway analysis showed that differentially expressed miRNAs were related to P00059 p53 pathway, hsa04062 chemokine signaling pathway, and cancer-related pathways including PC. In ENCORI database, the hsa-miR-4486 and hsa-miR-6075 were identified by random forest algorithm and lasso regression algorithm and introduced as major miRNA markers in PC diagnosis. Further, the receiver operating characteristic curve analysis achieved the area under curve score > 80%, showing good sensitivity and specificity of the two-miRNA signature model in PC diagnosis. Additionally, hsa-miR-4486 and hsa-miR-6075 genes expressions in three pancreatic cells were all up-regulated by qRT-PCR. In summary, these findings suggest that the two miRNAs, hsa-miR-4486 and hsa-miR-6075, could serve as valuable prognostic markers for PC.
本研究旨在通过机器学习和生物学实验验证相结合的方法,利用miRNA特征构建胰腺癌(PC)的血液诊断模型。研究人员从基因表达总库(GEO)数据库中获取了胰腺癌患者的基因表达谱和转录组归一化数据。利用随机森林算法、lasso回归算法和多变量cox回归分析,根据算法和功能特性确定了差异表达miRNA的分类器。接着,我们利用 ROC 曲线分析评估了诊断模型的预测性能。最后,我们利用 qRT-PCR 分析了两种特定 miRNA 在 Capan-1、PANC-1 和 MIA PaCa-2 胰腺细胞中的表达。综合微阵列分析显示,33 个常见 miRNA 在肿瘤组和正常组之间的表达谱有显著差异(P 值为 0.05,|logFC| >0.3)。通路分析表明,差异表达的 miRNA 与 P00059 p53 通路、hsa04062 趋化因子信号通路以及包括 PC 在内的癌症相关通路有关。在 ENCORI 数据库中,随机森林算法和拉索回归算法识别出了 hsa-miR-4486 和 hsa-miR-6075,并将其作为诊断 PC 的主要 miRNA 标志物。此外,接收者操作特征曲线分析的曲线下面积得分达到了80%,显示了两个miRNA特征模型在PC诊断中良好的灵敏度和特异性。此外,通过 qRT-PCR 分析,hsa-miR-4486 和 hsa-miR-6075 基因在三种胰腺细胞中的表达均呈上调趋势。总之,这些研究结果表明,hsa-miR-4486 和 hsa-miR-6075 这两种 miRNA 可作为 PC 有价值的预后标志物。
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引用次数: 0
Downregulation of miR-503-5p promotes the development of pancreatic cancer via targeting cyclin E2 下调 miR-503-5p 可通过靶向细胞周期蛋白 E2 促进胰腺癌的发展
IF 1.3 4区 医学 Q4 IMMUNOLOGY Pub Date : 2024-01-01 DOI: 10.1615/critrevimmunol.2024051136
Fei Li, Ying-pei Ling, Pan Wang, Shi-cheng Gu, Hao Jiang, Jie Zhu
Objective: This study aimed to elucidate the role of microRNA-503 (miR-503) in pancreatic cancer (PC) progression and the underlying regulatory mechanisms.Methods: We acquired miR-503-3p and miR-503-5p expression data along with survival times of PC and normal samples from the UCSC Xena database. Using the t-test, we compared the expression of miR-503-3p and miR-503-5p between PC and normal samples, and evaluated their prognostic significance via Kaplan-Meier survival analysis. The expression of miR-503-5p in PC cells was detected by quantitative PCR. We subsequently overexpressed miR-503-5p in PC cells and examined cell viability, apoptosis, and migration through CCK8 assay, flow cytometry, and Transwell assay, respectively. Potential functional targets were identified using miRTarBase and validated by dual-luciferase reporter assay.Results: Both miR-503-3p and miR-503-5p expression were found to be downregulated in PC; however, only miR-503-5p was linked to cancer prognosis based on public data. In vitro experiments demonstrated that overexpression of miR-503-5p substantially decreased cell viability, induced apoptosis, caused G0/G1 arrest, and inhibited cell migration. miR-503-5p was found to target cyclin E2 (CCNE2), and overexpression of CCNE2 could counteract the effects of miR-503-5p on PC cells.Conclusion: The downregulation of miR-503-5p enhances the progression of PC by targeting CCNE2. The detection of miR-503-5p expression may provide valuable insights for the prevention and prognostic evaluation of PC.
研究目的本研究旨在阐明microRNA-503(miR-503)在胰腺癌(PC)进展中的作用及其潜在调控机制:方法:我们从 UCSC Xena 数据库中获取了 miR-503-3p 和 miR-503-5p 的表达数据以及 PC 和正常样本的生存时间。我们用t检验比较了PC样本和正常样本中miR-503-3p和miR-503-5p的表达,并通过Kaplan-Meier生存分析评估了它们的预后意义。我们通过定量 PCR 检测了 miR-503-5p 在 PC 细胞中的表达。随后,我们在 PC 细胞中过表达了 miR-503-5p,并通过 CCK8 检测法、流式细胞术和 Transwell 检测法分别检测了细胞活力、凋亡和迁移。利用 miRTarBase 鉴定了潜在的功能靶点,并通过双荧光素酶报告实验进行了验证:结果:研究发现,miR-503-3p和miR-503-5p在PC中的表达均出现下调;然而,根据公开数据,只有miR-503-5p与癌症预后有关。体外实验表明,miR-503-5p的过表达会大幅降低细胞活力、诱导细胞凋亡、导致G0/G1停滞和抑制细胞迁移。研究发现,miR-503-5p以细胞周期蛋白E2(CCNE2)为靶标,而CCNE2的过表达可抵消miR-503-5p对PC细胞的影响:结论:miR-503-5p的下调通过靶向CCNE2促进PC的进展。结论:miR-503-5p的下调通过靶向CCNE2而促进PC的进展,检测miR-503-5p的表达可为PC的预防和预后评估提供有价值的见解。
{"title":"Downregulation of miR-503-5p promotes the development of pancreatic cancer via targeting cyclin E2","authors":"Fei Li, Ying-pei Ling, Pan Wang, Shi-cheng Gu, Hao Jiang, Jie Zhu","doi":"10.1615/critrevimmunol.2024051136","DOIUrl":"https://doi.org/10.1615/critrevimmunol.2024051136","url":null,"abstract":"Objective: This study aimed to elucidate the role of microRNA-503 (miR-503) in pancreatic cancer (PC) progression and the underlying regulatory mechanisms.\u0000Methods: We acquired miR-503-3p and miR-503-5p expression data along with survival times of PC and normal samples from the UCSC Xena database. Using the t-test, we compared the expression of miR-503-3p and miR-503-5p between PC and normal samples, and evaluated their prognostic significance via Kaplan-Meier survival analysis. The expression of miR-503-5p in PC cells was detected by quantitative PCR. We subsequently overexpressed miR-503-5p in PC cells and examined cell viability, apoptosis, and migration through CCK8 assay, flow cytometry, and Transwell assay, respectively. Potential functional targets were identified using miRTarBase and validated by dual-luciferase reporter assay.\u0000Results: Both miR-503-3p and miR-503-5p expression were found to be downregulated in PC; however, only miR-503-5p was linked to cancer prognosis based on public data. In vitro experiments demonstrated that overexpression of miR-503-5p substantially decreased cell viability, induced apoptosis, caused G0/G1 arrest, and inhibited cell migration. miR-503-5p was found to target cyclin E2 (CCNE2), and overexpression of CCNE2 could counteract the effects of miR-503-5p on PC cells.\u0000Conclusion: The downregulation of miR-503-5p enhances the progression of PC by targeting CCNE2. The detection of miR-503-5p expression may provide valuable insights for the prevention and prognostic evaluation of PC.","PeriodicalId":55205,"journal":{"name":"Critical Reviews in Immunology","volume":"1 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139461577","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Increased PKN2 and M2-polarized macrophages promote HCT116 cell invasion PKN2 和 M2 极化巨噬细胞的增加促进了 HCT116 细胞的侵袭
IF 1.3 4区 医学 Q4 IMMUNOLOGY Pub Date : 2024-01-01 DOI: 10.1615/critrevimmunol.2023052095
Cheng He, Yimei Lin, Feng Qiu, Qingxin Zeng
Backgroud: Colorectal cancer is the third most common malignant tumor, with highly invasive and metastatic potential in the later stage. This study investigated the role of PKN2 overexpression and M2-polarized macrophages in dictating the malignant phenotype of colorectal cancer cells.Methods: HCT116 colorectal cancer cell line with PKN2 overexpression was generated to investigate the functional role of PKN2. THP-1 cells were polarized into M2-like macrophages, and the co-culture system of THP-1/M2 cells and HCT116 cells was established to examine the impacts of M2-polairzed macrophages on the malignant phenotype of colorectal cancer cells.Results: PKN2 overexpression promoted cell proliferation, migration and invasion in HCT116 colorectal cancer cells, and reduced spontaneous cell death in the cell culture. Besides, the presence of M2-polarized THP-1 cells significantly enhanced the aggressive phenotype of HCT116 cells. Both PKN2 overexpression and M2-polarized THP-1 cells increased the expression of NF-κB p65 in HCT116 cells, indicating that enhanced NF-κB signaling may contribute to the augmented aggressiveness of HCT116 cells.Conclusion: These findings suggest PKN2 as an oncogenic factor in colorectal cancer and that M2-polarized THP-1 cells may promote the progression of colorectal cancer by activating NF-κB signaling.
背景介绍结直肠癌是第三大常见恶性肿瘤,后期具有高度侵袭性和转移性。本研究探讨了 PKN2 过表达和 M2 极化巨噬细胞在决定结直肠癌细胞恶性表型中的作用。将THP-1细胞极化为M2样巨噬细胞,建立THP-1/M2细胞与HCT116细胞共培养系统,研究M2极化巨噬细胞对结直肠癌细胞恶性表型的影响:结果:PKN2的过表达促进了HCT116结直肠癌细胞的增殖、迁移和侵袭,并减少了细胞培养中的自发死亡。此外,M2极化的THP-1细胞的存在显著增强了HCT116细胞的侵袭表型。PKN2过表达和M2极化的THP-1细胞都增加了HCT116细胞中NF-κB p65的表达,表明NF-κB信号的增强可能是HCT116细胞侵袭性增强的原因之一:这些研究结果表明,PKN2是结直肠癌的致癌因子,M2极化的THP-1细胞可能通过激活NF-κB信号促进结直肠癌的进展。
{"title":"Increased PKN2 and M2-polarized macrophages promote HCT116 cell invasion","authors":"Cheng He, Yimei Lin, Feng Qiu, Qingxin Zeng","doi":"10.1615/critrevimmunol.2023052095","DOIUrl":"https://doi.org/10.1615/critrevimmunol.2023052095","url":null,"abstract":"Backgroud: Colorectal cancer is the third most common malignant tumor, with highly invasive and metastatic potential in the later stage. This study investigated the role of PKN2 overexpression and M2-polarized macrophages in dictating the malignant phenotype of colorectal cancer cells.\u0000Methods: HCT116 colorectal cancer cell line with PKN2 overexpression was generated to investigate the functional role of PKN2. THP-1 cells were polarized into M2-like macrophages, and the co-culture system of THP-1/M2 cells and HCT116 cells was established to examine the impacts of M2-polairzed macrophages on the malignant phenotype of colorectal cancer cells.\u0000Results: PKN2 overexpression promoted cell proliferation, migration and invasion in HCT116 colorectal cancer cells, and reduced spontaneous cell death in the cell culture. Besides, the presence of M2-polarized THP-1 cells significantly enhanced the aggressive phenotype of HCT116 cells. Both PKN2 overexpression and M2-polarized THP-1 cells increased the expression of NF-κB p65 in HCT116 cells, indicating that enhanced NF-κB signaling may contribute to the augmented aggressiveness of HCT116 cells.\u0000Conclusion: These findings suggest PKN2 as an oncogenic factor in colorectal cancer and that M2-polarized THP-1 cells may promote the progression of colorectal cancer by activating NF-κB signaling.","PeriodicalId":55205,"journal":{"name":"Critical Reviews in Immunology","volume":"21 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139101795","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gastric Cancer Immune Subtypes and Prognostic Modeling: Insights from Aging-Related Gene Analysis 胃癌免疫亚型和预后模型:衰老相关基因分析的启示
IF 1.3 4区 医学 Q4 IMMUNOLOGY Pub Date : 2024-01-01 DOI: 10.1615/critrevimmunol.2024052391
Jian Shen, Minzhe Li
Gastric cancer (GC) is highly heterogeneous and influenced by aging-related factors. This study aimed to improve individualized prognostic assessment of GC by identifying aging-related genes and subtypes. Immune scores of GC samples from GEO and TCGA databases were calculated using ESTIMATE and scored as high immune (IS_high) and low immune (IS_low). ssGSEA was used to analyze immune cell infiltration. Univariate Cox regression was employed to identify prognosis-related genes. LASSO regression analysis was used to construct a prognostic model. GSVA enrichment analysis was applied to determine pathways. CCK-8, wound healing, and Transwell assays tested the proliferation, migration, and invasion of the GC cell line (AGS). Cell cycle and aging were examined using flow cytometry, β-galactosidase staining, and Western blotting. Two aging-related GC subtypes were identified. Subtype 2 was characterized as lower survival probability and higher risk, along with a more immune-responsive tumor microenvironment. Three genes (IGFBP5, BCL11B, and AKR1B1) screened from aging-related genes were used to establish a prognosis model. The AUC values of the model were greater than 0.669, exhibiting strong prognostic value. In vitro, IGFBP5 overexpression in AGS cells was found to decrease viability, migration, and invasion, alter the cell cycle, and increase aging biomarkers (SA-β-galactosidase, p53, and p21). This analysis uncovered the immune characteristics of two subtypes and aging-related prognosis genes in GC. The prognostic model established for three aging-related genes (IGFBP5, BCL11B, and AKR1B1) demonstrated good prognosis performance, providing a foundation for personalized treatment strategies aimed at GC.
胃癌(GC)具有高度异质性,并受衰老相关因素的影响。本研究旨在通过识别与衰老相关的基因和亚型来改善胃癌的个体化预后评估。利用ESTIMATE计算了GEO和TCGA数据库中GC样本的免疫评分,并将其分为高免疫(IS_high)和低免疫(IS_low)。采用单变量 Cox 回归确定预后相关基因。LASSO 回归分析用于构建预后模型。应用 GSVA 富集分析确定通路。CCK-8、伤口愈合和Transwell试验检测了GC细胞系(AGS)的增殖、迁移和侵袭。使用流式细胞术、β-半乳糖苷酶染色法和 Western 印迹法检测了细胞周期和衰老。结果发现了两种与衰老相关的 GC 亚型。亚型2的特点是存活率较低,风险较高,肿瘤微环境的免疫反应较强。从衰老相关基因中筛选出的三个基因(IGFBP5、BCL11B和AKR1B1)被用来建立预后模型。该模型的AUC值大于0.669,显示出很强的预后价值。体外研究发现,IGFBP5 在 AGS 细胞中的过表达会降低活力、迁移和侵袭,改变细胞周期,增加衰老生物标志物(SA-β-半乳糖苷酶、p53 和 p21)。这项分析揭示了 GC 两个亚型的免疫特征以及与衰老相关的预后基因。为三个衰老相关基因(IGFBP5、BCL11B 和 AKR1B1)建立的预后模型显示出良好的预后性能,为针对 GC 的个性化治疗策略奠定了基础。
{"title":"Gastric Cancer Immune Subtypes and Prognostic Modeling: Insights from Aging-Related Gene Analysis","authors":"Jian Shen, Minzhe Li","doi":"10.1615/critrevimmunol.2024052391","DOIUrl":"https://doi.org/10.1615/critrevimmunol.2024052391","url":null,"abstract":"Gastric cancer (GC) is highly heterogeneous and influenced by aging-related factors. This study aimed to improve individualized prognostic assessment of GC by identifying aging-related genes and subtypes. Immune scores of GC samples from GEO and TCGA databases were calculated using ESTIMATE and scored as high immune (IS_high) and low immune (IS_low). ssGSEA was used to analyze immune cell infiltration. Univariate Cox regression was employed to identify prognosis-related genes. LASSO regression analysis was used to construct a prognostic model. GSVA enrichment analysis was applied to determine pathways. CCK-8, wound healing, and Transwell assays tested the proliferation, migration, and invasion of the GC cell line (AGS). Cell cycle and aging were examined using flow cytometry, β-galactosidase staining, and Western blotting. Two aging-related GC subtypes were identified. Subtype 2 was characterized as lower survival probability and higher risk, along with a more immune-responsive tumor microenvironment. Three genes (IGFBP5, BCL11B, and AKR1B1) screened from aging-related genes were used to establish a prognosis model. The AUC values of the model were greater than 0.669, exhibiting strong prognostic value. <i>In vitro</i>, IGFBP5 overexpression in AGS cells was found to decrease viability, migration, and invasion, alter the cell cycle, and increase aging biomarkers (SA-β-galactosidase, p53, and p21). This analysis uncovered the immune characteristics of two subtypes and aging-related prognosis genes in GC. The prognostic model established for three aging-related genes (IGFBP5, BCL11B, and AKR1B1) demonstrated good prognosis performance, providing a foundation for personalized treatment strategies aimed at GC.","PeriodicalId":55205,"journal":{"name":"Critical Reviews in Immunology","volume":"232 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139904073","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MicroRNA let-7c-5p Alleviates in Hepatocellular Carcinoma by Targeting Enhancer of Zeste Homolog 2: An study intersecting bioinformatic analysis and validated experiments 通过靶向泽斯特同源物增强子 2(Enhancer of Zeste Homolog 2)缓解肝细胞癌的微小核糖核酸(MicroRNA)let-7c-5p:一项生物信息学分析与验证实验交叉的研究
IF 1.3 4区 医学 Q4 IMMUNOLOGY Pub Date : 2024-01-01 DOI: 10.1615/critrevimmunol.2024051519
Tianyu Lin, Xinli Guo, Qian Du, Wei Liu, Xin Zhong, Suihan Wang, Liping Cao
Objectives. Enhancer of zeste homolog 2 (EZH2) gene has a prognostic role in hepatocellular carcinoma (HCC). This study aimed to identify the role of microRNAs (miRNAs) let-7c-5p by targeting EZH2 in HCC.Methods. We downloaded gene and miRNA RNA-seq data from The Cancer Genome Atlas (TCGA) database. Differences in EZH2 expression between different groups were analyzed and the association of EZH2 expression with HCC prognosis was detected using Cox regression analysis. The miRNA-EZH2-pathway network was constructed. Dual-luciferase reporter assay was performed to detect the hsa-let-7c-5p-EZH2. Cell proliferation, migration, invasion, and apoptosis were detected by CCK-8, Wound healing, Transwell, and Flow cytometry, respectively. RT-qPCR and Western blot were used to detect the expression of let-7c-5p and EZH2.Results. EZH2 was upregulated in HCC tumors (P < 0.0001). Cox regression analysis showed that TCGA HCC patients with high EZH2 expression levels showed a short survival time (HR = 1.677, 95% CI 1.316-2.137; P < 0.0001). Seven miRNAs were negatively correlated with EZH2 expression and were significantly downregulated in HCC tumor samples (P < 0.0001), in which hsa-let-7c-5p was associated with prognosis in HCC (HR = 0.849 95% CI 0.739-0.975; P = 0.021). We identified 14 immune cells that showed significant differences in EZH2 high- and low- expression groups. Additionally, let-7c-5p inhibited HCC cell proliferation, migration, and invasion and reversed the promoted effects of EZH2 on HCC cell malignant characteristics.Conclusions. hsa-let-7c-5p-EZH2 significantly suppressed HCC malignant characteristics, which can be used for HCC prognosis.
研究目的泽斯特同源增强子 2(EZH2)基因在肝细胞癌(HCC)中具有预后作用。本研究旨在确定靶向 EZH2 的 microRNA(miRNA)let-7c-5p 在 HCC 中的作用。我们从癌症基因组图谱(TCGA)数据库中下载了基因和miRNA RNA-seq数据。方法:我们从癌症基因组图谱(TCGA)数据库中下载了基因和miRNA RNA-seq数据,分析了不同组间EZH2表达的差异,并使用Cox回归分析检测了EZH2表达与HCC预后的关系。构建了miRNA-EZH2通路网络。采用双荧光素酶报告实验检测 hsa-let-7c-5p-EZH2。细胞增殖、迁移、侵袭和凋亡分别通过 CCK-8、伤口愈合、Transwell 和流式细胞术进行检测。采用 RT-qPCR 和 Western 印迹法检测 let-7c-5p 和 EZH2 的表达。EZH2在HCC肿瘤中上调(P< 0.0001)。Cox回归分析表明,EZH2高表达水平的TCGA HCC患者生存时间较短(HR = 1.677, 95% CI 1.316-2.137; P <0.0001)。7种miRNA与EZH2的表达呈负相关,并在HCC肿瘤样本中显著下调(P <0.0001),其中hsa-let-7c-5p与HCC的预后相关(HR = 0.849 95% CI 0.739-0.975; P = 0.021)。我们发现有 14 种免疫细胞在 EZH2 高表达组和低表达组中存在显著差异。此外,let-7c-5p能抑制HCC细胞的增殖、迁移和侵袭,并逆转EZH2对HCC细胞恶性特征的促进作用。
{"title":"MicroRNA let-7c-5p Alleviates in Hepatocellular Carcinoma by Targeting Enhancer of Zeste Homolog 2: An study intersecting bioinformatic analysis and validated experiments","authors":"Tianyu Lin, Xinli Guo, Qian Du, Wei Liu, Xin Zhong, Suihan Wang, Liping Cao","doi":"10.1615/critrevimmunol.2024051519","DOIUrl":"https://doi.org/10.1615/critrevimmunol.2024051519","url":null,"abstract":"Objectives. Enhancer of zeste homolog 2 (EZH2) gene has a prognostic role in hepatocellular carcinoma (HCC). This study aimed to identify the role of microRNAs (miRNAs) let-7c-5p by targeting EZH2 in HCC.\u0000Methods. We downloaded gene and miRNA RNA-seq data from The Cancer Genome Atlas (TCGA) database. Differences in EZH2 expression between different groups were analyzed and the association of EZH2 expression with HCC prognosis was detected using Cox regression analysis. The miRNA-EZH2-pathway network was constructed. Dual-luciferase reporter assay was performed to detect the hsa-let-7c-5p-EZH2. Cell proliferation, migration, invasion, and apoptosis were detected by CCK-8, Wound healing, Transwell, and Flow cytometry, respectively. RT-qPCR and Western blot were used to detect the expression of let-7c-5p and EZH2.\u0000Results. EZH2 was upregulated in HCC tumors (P &lt; 0.0001). Cox regression analysis showed that TCGA HCC patients with high EZH2 expression levels showed a short survival time (HR = 1.677, 95% CI 1.316-2.137; P &lt; 0.0001). Seven miRNAs were negatively correlated with EZH2 expression and were significantly downregulated in HCC tumor samples (P &lt; 0.0001), in which hsa-let-7c-5p was associated with prognosis in HCC (HR = 0.849 95% CI 0.739-0.975; P = 0.021). We identified 14 immune cells that showed significant differences in EZH2 high- and low- expression groups. Additionally, let-7c-5p inhibited HCC cell proliferation, migration, and invasion and reversed the promoted effects of EZH2 on HCC cell malignant characteristics.\u0000Conclusions. hsa-let-7c-5p-EZH2 significantly suppressed HCC malignant characteristics, which can be used for HCC prognosis.","PeriodicalId":55205,"journal":{"name":"Critical Reviews in Immunology","volume":"23 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139101858","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploration of Diagnostic Markers Associated with Inflammation in Chronic Kidney Disease Based on WGCNA and Machine Learning 基于 WGCNA 和机器学习的慢性肾病炎症相关诊断标记物探索
IF 1.3 4区 医学 Q4 IMMUNOLOGY Pub Date : 2024-01-01 DOI: 10.1615/critrevimmunol.2024051277
Qianjia Wu, Yang Yang, Chongze Lin
Chronic kidney disease (CKD) is a common disorder related to inflammatory pathways; its effective management remains limited. This study aimed to use bioinformatics analysis to find diagnostic markers that might be therapeutic targets for CKD. CKD microarray datasets were screened from the GEO database and the differentially expressed genes (DEGs) in CKD dataset GSE98603 were analyzed. Gene set variation analysis (GSVA) was used to explore the activity scores of the inflammatory pathways and samples. Algorithms such as weighted gene co-expression network analysis (WGCNA) and Lasso were used to screen CKD diagnostic markers related to inflammation. Then functional enrichment analysis of inflammation-related DEGs was performed. ROC curves were conducted to examine the diagnostic value of inflammation-related hub-genes. Lastly, quantitative real-time PCR further verified the prediction of bioinformatics. A total of 71 inflammation-related DEGs were obtained, of which 5 were hub genes. Enrichment analysis showed that these genes were significantly enriched in inflammation-related pathways (NF-κB, JAK-STAT, and MAPK signaling pathways). ROC curves showed that the 5 CKD diagnostic markers (TIGD7, ACTA2, ACTG2, MAP4K4, and HOXA11) also exhibited good diagnostic value. In addition, TIGD7, ACTA2, ACTG2, and HOXA11 expression was downregulated while MAP4K4 expression was upregulated in LPS-induced HK-2 cells. The present study identified TIGD7, ACTA2, ACTG2, MAP4K4, and HOXA11 as reliable CKD diagnostic markers, thereby providing a basis for further understanding of CKD in clinical treatments.
慢性肾脏病(CKD)是一种与炎症通路相关的常见疾病,但其有效治疗仍然有限。本研究旨在利用生物信息学分析找到可能成为慢性肾脏病治疗靶点的诊断标志物。研究人员从 GEO 数据库中筛选了 CKD 微阵列数据集,并对 CKD 数据集 GSE98603 中的差异表达基因(DEGs)进行了分析。基因组变异分析(GSVA)用于探索炎症通路和样本的活性评分。加权基因共表达网络分析(WGCNA)和 Lasso 等算法用于筛选与炎症相关的 CKD 诊断标记物。然后对炎症相关的 DEGs 进行功能富集分析。通过 ROC 曲线检验了炎症相关枢纽基因的诊断价值。最后,实时定量 PCR 进一步验证了生物信息学的预测。研究共获得 71 个与炎症相关的 DEGs,其中 5 个是枢纽基因。富集分析表明,这些基因明显富集于炎症相关通路(NF-κB、JAK-STAT 和 MAPK 信号通路)。ROC曲线显示,5个CKD诊断标志物(TIGD7、ACTA2、ACTG2、MAP4K4和HOXA11)也具有良好的诊断价值。此外,在 LPS 诱导的 HK-2 细胞中,TIGD7、ACTA2、ACTG2 和 HOXA11 表达下调,而 MAP4K4 表达上调。本研究发现TIGD7、ACTA2、ACTG2、MAP4K4和HOXA11是可靠的CKD诊断标志物,从而为临床治疗中进一步了解CKD提供了依据。
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引用次数: 0
Identification of key ubiquitination-related genes and their associated with immune infiltration in osteoarthritis based on mRNA-miRNA network 基于 mRNA-miRNA 网络的泛素化相关关键基因及其与骨关节炎免疫浸润的关联鉴定
IF 1.3 4区 医学 Q4 IMMUNOLOGY Pub Date : 2024-01-01 DOI: 10.1615/critrevimmunol.2024051440
Dalu Yuan, Hailiang Shen, Lina Bai, Menglin Li, Qiujie Ye
Objective: Osteoarthritis (OA) is a prevalent degenerative joint disease that is closely associated with functions of ubiquitination and immune cells, yet the mechanism remains ambiguous. This study aimed to find core ubiquitination-related genes and their correlative immune infiltration in OA using weighted gene co-expression network analysis (WGCNA).Methods: The ubiquitination-related genes, dataset GSE55235 and GSE143514 were obtained from open databases. WGCNA got used to investigate key co-expressed genes. Then, we screened differentially expressed miRNAs by “limma” package in R, and constructed mRNA-miRNA network. We conducted function enrichment analysis on the identified genes. CIBERSORT was then utilized to analysis the relevance between immune infiltration and genes. Lastly, RT-qPCR was further verifying the prediction of bioinformatics.Results: A sum of 144 ubiquitination-related genes in OA were acquired. Enrichment analysis indicated that obtained genes obviously involved in mTOR pathway to regulate the OA development. GRB2 and SEH1L and L-arginine synergistically regulate the mTOR signaling pathway in OA. Moreover, GRB2 and SEH1L were remarkably bound up with immune cell infiltration. Additionally, GRB2 expression was upregulated and SEH1L level was downregulated in the OA development by RT-qPCR experiment.Conclusion: The present study identified GRB2 and SEH1L as key ubiquitination-related genes which were involved in immune infiltration in OA patients, thereby providing new drug targets for OA.
目的:骨关节炎(OA)是一种常见的退行性关节疾病,与泛素化和免疫细胞的功能密切相关,但其机制仍不明确。本研究旨在利用加权基因共表达网络分析(WGCNA)找到 OA 中泛素化相关的核心基因及其相关的免疫浸润:方法:泛素化相关基因数据集GSE55235和GSE143514来自开放数据库。利用 WGCNA 调查关键共表达基因。然后,利用 R 软件包 "limma "筛选差异表达的 miRNA,并构建 mRNA-miRNA 网络。我们对识别出的基因进行了功能富集分析。然后利用 CIBERSORT 分析免疫浸润与基因之间的相关性。最后,RT-qPCR进一步验证了生物信息学的预测结果:结果:共获得了 144 个 OA 中泛素化相关基因。富集分析表明,所获得的基因明显参与了调控 OA 发生的 mTOR 通路。GRB2和SEH1L与L-精氨酸协同调控OA中的mTOR信号通路。此外,GRB2和SEH1L与免疫细胞浸润显著相关。此外,通过RT-qPCR实验发现,GRB2表达上调,SEH1L水平下调:本研究发现 GRB2 和 SEH1L 是参与 OA 患者免疫浸润的泛素化相关关键基因,从而为 OA 的治疗提供了新的药物靶点。
{"title":"Identification of key ubiquitination-related genes and their associated with immune infiltration in osteoarthritis based on mRNA-miRNA network","authors":"Dalu Yuan, Hailiang Shen, Lina Bai, Menglin Li, Qiujie Ye","doi":"10.1615/critrevimmunol.2024051440","DOIUrl":"https://doi.org/10.1615/critrevimmunol.2024051440","url":null,"abstract":"Objective: Osteoarthritis (OA) is a prevalent degenerative joint disease that is closely associated with functions of ubiquitination and immune cells, yet the mechanism remains ambiguous. This study aimed to find core ubiquitination-related genes and their correlative immune infiltration in OA using weighted gene co-expression network analysis (WGCNA).\u0000Methods: The ubiquitination-related genes, dataset GSE55235 and GSE143514 were obtained from open databases. WGCNA got used to investigate key co-expressed genes. Then, we screened differentially expressed miRNAs by “limma” package in R, and constructed mRNA-miRNA network. We conducted function enrichment analysis on the identified genes. CIBERSORT was then utilized to analysis the relevance between immune infiltration and genes. Lastly, RT-qPCR was further verifying the prediction of bioinformatics.\u0000Results: A sum of 144 ubiquitination-related genes in OA were acquired. Enrichment analysis indicated that obtained genes obviously involved in mTOR pathway to regulate the OA development. GRB2 and SEH1L and L-arginine synergistically regulate the mTOR signaling pathway in OA. Moreover, GRB2 and SEH1L were remarkably bound up with immune cell infiltration. Additionally, GRB2 expression was upregulated and SEH1L level was downregulated in the OA development by RT-qPCR experiment.\u0000Conclusion: The present study identified GRB2 and SEH1L as key ubiquitination-related genes which were involved in immune infiltration in OA patients, thereby providing new drug targets for OA.","PeriodicalId":55205,"journal":{"name":"Critical Reviews in Immunology","volume":"33 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139517053","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Critical Reviews in Immunology
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