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The Role of Noncoding RNAs in the Prognosis and Diagnosis of Colorectal Cancer: An Emerging Biomarker. 非编码 RNA 在结直肠癌的预后和诊断中的作用:一种新兴的生物标志物
Pub Date : 2024-11-26 DOI: 10.2174/0122115366340944241122100236
O Surekha Vani, Kavitha R Thangaraj, Varshaa Ravichandran, Solomon F D Paul

Colorectal cancer has become the leading cause of death worldwide, and it is the second most common cancer in women and the third most common cancer in men. Accumulating evidence suggests that genetic and epigenetic factors play a key role in the development of colorectal cancer. Cancer Stem Cells (CSC) play an important role in the suppression or development of cancer in various conditions. In recent years, non-coding RNAs (ncRNA) have been the focus, and the association of CSC and non-coding RNA has played a crucial role in the development of human cancers. These non-coding RNAs are known to be expressed in many cancers. Studies have suggested that ncRNAs are dysregulated in colorectal cancer cells, and different factors, like Wnt and Notch, are involved in this dysregulation. ncRNAs play a significant role in cancer initiation, migration, and resistance to therapies. Moreover, long noncoding RNAs are known to regulate tumor suppressor genes or oncogenes. Targeting different ncRNAs like miRNA, circular RNA, long noncoding RNAs, and small interfering RNA may provide efficient, targeted therapeutic strategies for colon cancer treatment. This review aims to briefly discuss the latest findings on the role of noncoding RNAs in the prognosis and diagnosis of colon cancer.

结直肠癌已成为全球第一大死因,是女性第二大常见癌症,男性第三大常见癌症。越来越多的证据表明,遗传和表观遗传因素在结直肠癌的发展中起着关键作用。癌症干细胞(CSC)在各种情况下抑制或发展癌症方面发挥着重要作用。近年来,非编码 RNA(ncRNA)一直是关注的焦点,CSC 与非编码 RNA 的关联在人类癌症的发展中起着至关重要的作用。众所周知,这些非编码 RNA 在许多癌症中都有表达。研究表明,ncRNA 在结直肠癌细胞中表达失调,而 Wnt 和 Notch 等不同因子参与了这种失调。此外,众所周知,长非编码 RNA 可调控肿瘤抑制基因或致癌基因。针对不同的 ncRNA,如 miRNA、环状 RNA、长非编码 RNA 和小干扰 RNA,可为结肠癌治疗提供高效的靶向治疗策略。本综述旨在简要讨论非编码 RNA 在结肠癌预后和诊断中的作用的最新发现。
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引用次数: 0
Nanoparticle Carriers: A New Era of Precise CRISPR/Cas9 Gene Editing. 纳米粒子载体:精确 CRISPR/Cas9 基因编辑的新时代。
Pub Date : 2024-10-31 DOI: 10.2174/0122115366319848241022092805
Bhawna Sharma, Iti Chauhan, Gaurav Kumar, Khushboo Bhardwaj, Raj Kumar Tiwari

The revolutionary CRISPR/Cas9 gene editing technology holds immense potential for treating genetic diseases and tackling conditions like cancer. However, efficient delivery remains a significant challenge. This is where nanoparticles come into play, emerging as powerful allies in the realm of drug delivery. Nanoparticles can accommodate larger insertion sizes, enabling the incorporation of larger Cas9 enzymes and complex guide RNAs, thus opening up the possibility of editing previously inaccessible genetic regions. Their relatively straightforward and scalable production processes make them cost-effective options for wider applications. Notably, nanoparticles excel in vivo, demonstrating efficient tissue penetration and targeted delivery, which are crucial for maximizing therapeutic impact while minimizing side effects. This review aims to explore the potential of nanoparticle-based delivery systems for CRISPR/Cas9, highlighting their advantages and challenges in gene editing applications. The diverse range of nanoparticles further bolsters their potential. Polymeric nanoparticles, for instance, offer tunable properties for customization and controlled release of the CRISPR cargo. Lipid-based nanoparticles facilitate efficient cellular uptake and endosomal escape, ensuring the CRISPR components reach the target DNA. Even gold nanoparticles, known for their unique biocompatibility and photothermal properties, hold promise in light-activated editing strategies. Non-viral delivery systems, particularly those based on nanoparticles, stand out due to their inherent advantages. Collectively, the evidence paints a promising picture: nanoparticles are not merely passive carriers but active participants in the CRISPR/Cas9 delivery landscape. Their versatility, efficiency, and safety position them as key enablers of a future where gene editing can revolutionize drug development, offering personalized and targeted therapies for a wide range of diseases.

革命性的 CRISPR/Cas9 基因编辑技术在治疗遗传疾病和应对癌症等疾病方面具有巨大潜力。然而,高效给药仍然是一项重大挑战。这就是纳米颗粒发挥作用的地方,它是药物递送领域的强大盟友。纳米颗粒可以容纳更大的插入尺寸,从而能够加入更大的 Cas9 酶和复杂的引导 RNA,为编辑以前无法访问的基因区域提供了可能。它们的生产工艺相对简单且可扩展,使其在更广泛的应用中具有成本效益。值得注意的是,纳米颗粒在体内表现出色,具有高效的组织穿透性和靶向递送能力,这对于最大限度地提高治疗效果并减少副作用至关重要。本综述旨在探讨基于纳米颗粒的 CRISPR/Cas9 给药系统的潜力,突出它们在基因编辑应用中的优势和挑战。纳米颗粒的多样性进一步增强了它们的潜力。例如,聚合物纳米颗粒具有可调特性,可实现 CRISPR 货物的定制和可控释放。基于脂质的纳米颗粒可促进细胞的有效吸收和内泌体逃逸,确保 CRISPR 成分到达目标 DNA。即使是以其独特的生物相容性和光热特性而闻名的金纳米粒子,也有望用于光激活编辑策略。非病毒递送系统,尤其是基于纳米颗粒的系统,因其固有的优势而脱颖而出。总之,这些证据描绘了一幅充满希望的图景:纳米颗粒不仅仅是被动的载体,而是 CRISPR/Cas9 传输领域的积极参与者。它们的多功能性、高效性和安全性使其成为未来基因编辑彻底改变药物开发的关键推动力,为各种疾病提供个性化的靶向疗法。
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引用次数: 0
Identification of Key miRNAs in Endometriosis. 鉴定子宫内膜异位症的关键 miRNA。
Pub Date : 2024-10-25 DOI: 10.2174/0122115366333556241014115206
Francesca Blandino, Saviana Antonella Barbati, Luca Forlani, Giulia Coppola, Noemi Meschino, Ilde Cecchinelli, Antonietta Cosco Mazzuca, Valentina Veltri, Riccardo Giannico, Graziella Calugi

Introduction: Endometriosis, a prevalent gynecological disorder characterized by the presence of endometrial-like tissue outside the uterus, poses significant challenges in diagnosis and management due to its unclear pathogenesis and lack of specific biomarkers.

Objective: This study investigates the potential use of microRNAs (miRNAs) as key markers in endometriosis by studying two cohorts of patients (14 patients diagnosed with endometriosis and 15 patients with gynecological benign lesions, different from endometriosis).

Methods: MicroRNA sequencing analysis was tested within data management by a custom pipeline designed by Eurofins Genoma Group.

Results: We identified a specific miRNA expression profile associated with endometriosis to feature specific disease molecular clusters to further elucidate the underlying mechanisms driving endometriosis pathogenesis. Data from the present study suggest a specific miRNA scar for endometriosis compared to other gynecological diseases to develop screening tools in early diagnosis and to ameliorate the management of the disease itself.

Conclusion: This study lays the foundation for the identification of key miRNAs involved in the disease pathogenesis to unveil the molecular signatures in the complex scenario of endometriosis. Further validation and exploration of these findings are needed to develop tools to improve molecular diagnosis and to create a machine-learning prediction algorithm in the future.

导言:子宫内膜异位症是一种常见的妇科疾病,其特征是子宫腔外存在子宫内膜样组织,由于其发病机制不明确且缺乏特异性生物标志物,因此给诊断和治疗带来了巨大挑战:本研究通过对两组患者(14 名确诊为子宫内膜异位症的患者和 15 名患有妇科良性病变(不同于子宫内膜异位症)的患者)的研究,探讨了微RNA(miRNA)作为子宫内膜异位症关键标志物的潜在用途:方法:在Eurofins Genoma集团设计的定制流水线数据管理中测试了microRNA测序分析:结果:我们确定了与子宫内膜异位症相关的特定 miRNA 表达谱,以特定疾病分子群为特征,进一步阐明了子宫内膜异位症发病机制的内在驱动机制。本研究的数据表明,与其他妇科疾病相比,子宫内膜异位症有一个特定的 miRNA 瘢痕,可用于开发早期诊断的筛查工具,并改善疾病本身的治疗:本研究为鉴定参与疾病发病机制的关键 miRNAs 奠定了基础,从而揭示了子宫内膜异位症复杂情况下的分子特征。需要对这些发现进行进一步验证和探索,以开发改进分子诊断的工具,并在未来创建机器学习预测算法。
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引用次数: 0
Key LncRNAs Associated with Distant Metastasis in Breast Cancer: A System Biology Analysis. 与乳腺癌远处转移相关的关键 LncRNAs:系统生物学分析
Pub Date : 2024-10-25 DOI: 10.2174/0122115366319044241015065537
Shakila Mohammadi, Mina Dehghani-Samani, Khatereh Firouzi-Farsani, Mohsen Dibaj, Shahrzad Zhaeentan

Introduction: Breast cancer (BC) is the most prevalent cancer among women globally. Metastasis is the leading cause of mortality in most cancers. Early BC detection before metastasis can enhance survival rates. Understanding BC metastasis mechanisms could aid in developing metastasis-specific treatments.

Method: The role of long non-coding RNAs (lncRNA) in cancer progression is recognized, yet the importance of specific lncRNAs in BC, despite potential alterations, remains inadequately explored. We utilized bioinformatics tools to identify novel lncRNAs dysregulated in metastasis. To achieve this objective, the gene expression profile of GSE102484, encompassing metastatic and non-metastatic BC tissue samples, was analyzed using the limma package in R with cut-off criteria set at an adjusted p-value < 0.005 and |fold change (FC)| ≥ 0.5. We used WGCNA analysis to find co-expression genes for lncRNAs. Then, we identified hub genes and performed pathway enrichment to better understand the results. Considering the defined criteria, eight novels of dysregulated lncRNAs and top 10 miRNAs were identified.

Result: Dysregulated lncRNAs are found in yellow, green, brown, purple, and turquoise co-expression modules from WGCNA analysis. Enrichment analysis of these co-expressed modules revealed relevant pathways to metastasis, such as epithelial-to-mesenchymal transition and integrin cell-surface interactions, as well as regulation of HIF1-alpha. In addition, SDPR, TGFB1I1, ILF3, KIF4A, and COL5A1 were identified as hub genes. Based on DElncRNA-miRNADEmRNA connections and co-expression, we ultimately constructed lncRNA-associated ceRNA axes.

Conclusion: The current study may identify novel lncRNAs implicated in BC metastasis; still, additional research is required to determine the potential functions of these lncRNAs in BC metastasis.

导言乳腺癌(BC)是全球妇女中发病率最高的癌症。转移是大多数癌症的主要致死原因。在乳腺癌转移之前及早发现可提高生存率。了解 BC 转移机制有助于开发针对转移的治疗方法:方法:长非编码RNA(lncRNA)在癌症进展中的作用已得到公认,但特定lncRNA在BC中的重要性(尽管存在潜在的改变)仍未得到充分探索。我们利用生物信息学工具来鉴定转移中调控失调的新型 lncRNA。为了实现这一目标,我们使用 R 中的 limma 软件包分析了 GSE102484(包括转移性和非转移性 BC 组织样本)的基因表达谱,截断标准设定为调整后 p 值小于 0.005 且 |fold change (FC)| ≥ 0.5。我们使用 WGCNA 分析查找 lncRNA 的共表达基因。然后,我们确定了枢纽基因,并进行了通路富集以更好地理解结果。根据所定义的标准,我们确定了8种失调的lncRNA和前10种miRNA:结果:通过WGCNA分析,在黄色、绿色、棕色、紫色和绿松石色的共表达模块中发现了失调的lncRNA。这些共表达模块的富集分析揭示了转移的相关途径,如上皮细胞向间质转化、整合素细胞表面相互作用以及HIF1-α的调控。此外,SDPR、TGFB1I1、ILF3、KIF4A 和 COL5A1 也被确定为枢纽基因。基于DElncRNA-miRNADEmRNA的连接和共表达,我们最终构建了与lncRNA相关的ceRNA轴:目前的研究可能发现了与BC转移有关的新型lncRNAs;但要确定这些lncRNAs在BC转移中的潜在功能,还需要进行更多的研究。
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引用次数: 0
Identification of miR-20a as a Diagnostic and Prognostic Biomarker in Colorectal Cancer: MicroRNA Sequencing and Machine Learning Analysis. 鉴定 miR-20a 作为结直肠癌诊断和预后生物标记物:MicroRNA 测序和机器学习分析。
Pub Date : 2024-09-24 DOI: 10.2174/0122115366320538240912080053
Hamid Jamialahmadi, Alireza Asadnia, Ghazaleh Khalili-Tanha, Reza Mohit, Hanieh Azari, Majid Khazaei, Mina Maftooh, Mohammadreza Nassiri, Seyed Mahdi Hassanian, Majid Ghayour-Mobarhan, Gordon A Ferns, Elham Nazari, Amir Avan

Introduction: The differential expression of miRNAs, a key regulator in many cell signaling pathways, has been studied in various malignancies and may have an important role in cancer progression, including colorectal cancer (CRC).

Method: The present study used machine learning and gene interaction study tools to explore the prognostic and diagnostic value of miRNAs in CRC. Integrative analysis of 353 CRC samples and normal tissue data was obtained from the TCGA database and further analyzed by R packages to define the deferentially expressed miRNAs (DEMs). Furthermore, machine learning and Kaplan Meier survival analysis helped better specify the significant prognostic value of miRNAs. A combination of online databases was then used to evaluate the interactions between target genes, their molecular pathways, and the correlation between the DEMs.

Result: The results indicated that miR-19b and miR-20a have a significant prognostic role and are associated with CRC progression. The ROC curve analysis discovered that miR-20a alone and combined with other miRNAs, including hsa-mir-21 and hsa-mir-542, are diagnostic biomarkers in CRC. In addition, 12 genes, including NTRK2, CDC42, EGFR, AGO2, PRKCA, HSP90AA1, TLR4, IGF1, ESR1, SMAD2, SMAD4, and NEDD4L, were found to be the highest score targets for these miRNAs. Pathway analysis identified the two correlated tyrosine kinase and MAPK signaling pathways with the key interaction genes, i.e., EGFR, CDC42, and HSP90AA1.

Conclusion: To better define the role of these miRNAs, the ceRNA network, including lncRNAs, was also prepared. In conclusion, the combination of R data analysis and machine learning provides a robust approach to resolving complicated interactions between miRNAs and their targets.

导言:miRNA是许多细胞信号通路的关键调控因子,在各种恶性肿瘤中的差异表达已被研究,并可能在包括结直肠癌(CRC)在内的癌症进展中发挥重要作用:本研究利用机器学习和基因相互作用研究工具来探讨 miRNAs 在 CRC 中的预后和诊断价值。研究人员从 TCGA 数据库中获取了 353 个 CRC 样本和正常组织的整合分析数据,并使用 R 软件包对这些数据进行了进一步分析,从而确定了递延表达的 miRNAs(DEMs)。此外,机器学习和卡普兰-梅耶尔生存分析有助于更好地明确 miRNA 的重要预后价值。然后,结合在线数据库评估了靶基因之间的相互作用、其分子通路以及 DEMs 之间的相关性:结果:研究结果表明,miR-19b和miR-20a具有重要的预后作用,与CRC的进展相关。ROC曲线分析发现,miR-20a单独或与其他miRNA(包括hsa-mir-21和hsa-mir-542)结合,都是CRC的诊断生物标志物。此外,研究还发现 NTRK2、CDC42、表皮生长因子受体、AGO2、PRKCA、HSP90AA1、TLR4、IGF1、ESR1、SMAD2、SMAD4 和 NEDD4L 等 12 个基因是这些 miRNA 的最高得分靶标。通路分析确定了与关键相互作用基因(即表皮生长因子受体、CDC42 和 HSP90AA1)相关的两个酪氨酸激酶和 MAPK 信号通路:为了更好地界定这些 miRNAs 的作用,还编制了包括 lncRNAs 在内的 ceRNA 网络。总之,R数据分析与机器学习的结合为解决miRNA与其靶标之间复杂的相互作用提供了一种稳健的方法。
{"title":"Identification of miR-20a as a Diagnostic and Prognostic Biomarker in Colorectal Cancer: MicroRNA Sequencing and Machine Learning Analysis.","authors":"Hamid Jamialahmadi, Alireza Asadnia, Ghazaleh Khalili-Tanha, Reza Mohit, Hanieh Azari, Majid Khazaei, Mina Maftooh, Mohammadreza Nassiri, Seyed Mahdi Hassanian, Majid Ghayour-Mobarhan, Gordon A Ferns, Elham Nazari, Amir Avan","doi":"10.2174/0122115366320538240912080053","DOIUrl":"https://doi.org/10.2174/0122115366320538240912080053","url":null,"abstract":"<p><strong>Introduction: </strong>The differential expression of miRNAs, a key regulator in many cell signaling pathways, has been studied in various malignancies and may have an important role in cancer progression, including colorectal cancer (CRC).</p><p><strong>Method: </strong>The present study used machine learning and gene interaction study tools to explore the prognostic and diagnostic value of miRNAs in CRC. Integrative analysis of 353 CRC samples and normal tissue data was obtained from the TCGA database and further analyzed by R packages to define the deferentially expressed miRNAs (DEMs). Furthermore, machine learning and Kaplan Meier survival analysis helped better specify the significant prognostic value of miRNAs. A combination of online databases was then used to evaluate the interactions between target genes, their molecular pathways, and the correlation between the DEMs.</p><p><strong>Result: </strong>The results indicated that miR-19b and miR-20a have a significant prognostic role and are associated with CRC progression. The ROC curve analysis discovered that miR-20a alone and combined with other miRNAs, including hsa-mir-21 and hsa-mir-542, are diagnostic biomarkers in CRC. In addition, 12 genes, including NTRK2, CDC42, EGFR, AGO2, PRKCA, HSP90AA1, TLR4, IGF1, ESR1, SMAD2, SMAD4, and NEDD4L, were found to be the highest score targets for these miRNAs. Pathway analysis identified the two correlated tyrosine kinase and MAPK signaling pathways with the key interaction genes, i.e., EGFR, CDC42, and HSP90AA1.</p><p><strong>Conclusion: </strong>To better define the role of these miRNAs, the ceRNA network, including lncRNAs, was also prepared. In conclusion, the combination of R data analysis and machine learning provides a robust approach to resolving complicated interactions between miRNAs and their targets.</p>","PeriodicalId":38067,"journal":{"name":"MicroRNA (Shariqah, United Arab Emirates)","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142355806","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Potential Role of Curcumin as a Regulator of microRNA in Colorectal Cancer: A Systematic Review. 姜黄素作为微 RNA 调节剂在结直肠癌中的潜在作用:系统综述
Pub Date : 2024-09-12 DOI: 10.2174/0122115366304114240904051429
Amir Mohammad Salehi, Fatemeh Torogi, Farid Azizi Jalilian, Razieh Amini

Introduction: Curcumin is known as a bioactive component that is found in the rhizomes of Curcuma longa. Curcumin is well known for its chemo-preventive and anticancer properties. However, its anticancer mechanism in colorectal cancer treatment is unclear, and some studies have shown that many microRNAs (miRs) could be potential targets for curcumin in colorectal cancer (CRC) treatment, so there is a need for their integration and clarification.

Methods: We systematically searched international databases, including PubMed, Scopus, and Web of Science, until July 2021 by using some relevant keywords.

Results: The search resulted in 87 papers, among which there were 18 related articles. Curcumin was found to cause the upregulation of miR-497, miR-200c, miR-200b, miR-409-3p, miR-34, miR-126, miR-145, miR-206, miR-491, miR-141, miR-429, miR-101, and miR-15a and the downregulation of miR-21, miR-155, miR-221, miR-222, miR-17-5p, miR-130a, miR-27, and miR-20a.

Conclusion: The present review study suggests that curcumin may be useful as a novel therapeutic agent for CRC by altering the expression level of miRs.

简介姜黄素是莪术根茎中的一种生物活性成分。姜黄素以其化学预防和抗癌特性而闻名。然而,姜黄素在结直肠癌治疗中的抗癌机制尚不清楚,一些研究表明,许多微RNA(miRs)可能是姜黄素在结直肠癌(CRC)治疗中的潜在靶点,因此有必要对其进行整合和澄清:我们使用一些相关关键词系统地检索了截至 2021 年 7 月的国际数据库,包括 PubMed、Scopus 和 Web of Science:结果:共检索到 87 篇论文,其中相关文章 18 篇。研究发现,姜黄素能上调 miR-497、miR-200c、miR-200b、miR-409-3p、miR-34、miR-126、miR-145、miR-206、miR-491、miR-141、miR-429、miR-101 和 miR-15a,下调 miR-21、miR-155、miR-221、miR-222、miR-17-5p、miR-130a、miR-27 和 miR-20a:本综述研究表明,姜黄素可以通过改变 miRs 的表达水平作为治疗 CRC 的新型药物。
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引用次数: 0
Identification of Hub Genes and Analysis of their Regulatory miRNAs in Patients with Thymoma Associated Myasthenia Gravis Based on TCGA Database. 基于 TCGA 数据库鉴定胸腺瘤相关性肌无力患者的枢纽基因并分析其调控 miRNA。
Pub Date : 2024-08-26 DOI: 10.2174/0122115366299210240823062457
Wei Zhou, Jia Hu, Jun Nie

Background: Myasthenia gravis is an autoimmune disease, and 30% of patients with thymoma often have myasthenia gravis. Patients with thymoma-associated MG (TAMG) have many different clinical presentations compared to non-MG thymoma (NMG), yet their gene expression differences remain unclear.

Objective: In this study, we analyzed the Differentially Expressed Genes (DEGs) and analyzed their regulatory microRNAs (miRNAs) in TAMG, which will further clarify the possible pathogenesis of TAMG.

Methods: DEGs were calculated using the RNA-sequencing data of TAMG and NMG downloaded from The Cancer Genome Atlas (TCGA) database. R software was then used to analyze the gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways of DEGs, while STRING was applied to build the protein-protein interaction (PPI) network and Cytoscape to identify and visualize the hub genes. Immune infiltration significances of hub genes were also explored by using the TIMER database and TCGA database. Upstream microRNAs (miRNAs) of the hub genes were predicted by online software.

Results: We comparatively analyzed the gene expression differences between TAMG and NMG groups. A total of 977 DEGs were identified between the two groups (|log fold change (FC)| >2, adjusted P value <0.050), with 555 down-regulated genes and 422 up-regulated genes. Five top hub genes (CTNNB1, EGFR, SOX2, ERBB2, and EGF) were recognized in the PPI network. Analysis based on the TIMER and TCGA databases suggested that 5 hub genes were correlated with multiple immune cell infiltrations and immune checkpoint-related markers, such as PDCD1, CTLA-4, and CD274, in TAMG patients. Lastly, 5 miRNAs were identified to have the potential function of regulating the hub gene expression.

Conclusion: Our study identified 5 hub genes (CTNNB1, EGFR, SOX2, ERBB2, and EGF) and their 5 regulatory miRNAs in TAMG, and the hub genes were correlated with multiple immune cell infiltrations and immune checkpoint-related markers. Our findings could help partially clarify the pathophysiology of TAMG, which could be new potential targets for subsequent clinical immunotherapy.

背景:重症肌无力是一种自身免疫性疾病,30%的胸腺瘤患者通常伴有重症肌无力。胸腺瘤相关肌萎缩症(TAMG)患者的临床表现与非肌萎缩症胸腺瘤(NMG)相比有许多不同之处,但其基因表达差异仍不清楚:本研究分析了TAMG的差异表达基因(DEGs),并分析了其调控微RNAs(miRNAs),这将进一步阐明TAMG可能的发病机制:利用从癌症基因组图谱(TCGA)数据库下载的TAMG和NMG的RNA测序数据计算DEGs。然后用R软件分析DEGs的基因本体(GO)和京都基因组百科全书(KEGG)通路,用STRING构建蛋白-蛋白相互作用(PPI)网络,用Cytoscape识别和可视化枢纽基因。此外,还利用TIMER数据库和TCGA数据库探讨了中心基因的免疫浸润意义。通过在线软件预测了枢纽基因的上游微RNA(miRNA):我们比较分析了TAMG组和NMG组的基因表达差异。结果:我们比较分析了 TAMG 组和 NMG 组的基因表达差异,发现两组间共有 977 个 DEGs(log fold change (FC)| >2, adjusted P value 结论):我们的研究发现了TAMG中的5个中枢基因(CTNNB1、表皮生长因子受体、SOX2、ERBB2和EGF)及其5个调控miRNA,这些中枢基因与多种免疫细胞浸润和免疫检查点相关标志物相关。我们的发现有助于部分阐明TAMG的病理生理学,这可能成为后续临床免疫疗法的潜在新靶点。
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引用次数: 0
miRVim: Three-dimensional miRNA Structure Database. miRVim:三维 miRNA 结构数据库。
Pub Date : 2024-08-20 DOI: 10.2174/0122115366307988240809045125
Vishal Kumar Sahu, Ankita Subhadarsani Parida, Amit Ranjan, Harishkumar Madhyastha, Soumya Basu

Introduction: MicroRNAs (miRNAs), a distinct category of non-coding RNAs, exert multifaceted regulatory functions in a variety of organisms, including humans, animals, and plants. The inventory of identified miRNAs stands at approximately 60,000 among all species, and 1,926 in Homo sapiens manifest miRNA expression.

Method: Their theranostic role has been explored by researchers over the last few decades, positioning them as prominent therapeutic targets as our understanding of RNA targeting advances. However, the limited availability of experimentally determined miRNA structures has constrained drug discovery efforts relying on virtual screening or computational methods, including machine learning and artificial intelligence.

Results: To address this lacuna, miRVim has been developed, providing a repository of human miRNA structures derived from both two-dimensional (MXFold2, CentroidFold, and RNAFold) and three-dimensional (RNAComposer and 3dRNA) structure prediction algorithms, in addition to experimentally available structures from the RCSB PDB repository. miRVim contains 13,971 predicted secondary structures and 17,045 predicted three-dimensional structures, filling the gap of unavailability of miRNA structure data bank. This database aims to facilitate computational data analysis for drug discovery, opening new avenues for advancing technologies, such as machine learning-based predictions in the field of RNA biology.

Conclusion: The publicly accessible structures provided by miRVim, available at https://mirna.in/miRVim, offer a valuable resource for the research community, advancing the field of miRNA-related computational analysis and drug discovery.

引言微RNA(miRNA)是一类独特的非编码RNA,在包括人类、动物和植物在内的多种生物体中发挥着多方面的调控功能。在所有物种中,已发现的 miRNA 约有 60,000 个,而在智人中,有 1,926 个表现为 miRNA 表达:方法:过去几十年来,研究人员一直在探索 miRNA 的治疗作用,随着我们对 RNA 靶向认识的不断深入,miRNA 已成为重要的治疗靶点。然而,由于通过实验确定的 miRNA 结构有限,依赖虚拟筛选或计算方法(包括机器学习和人工智能)的药物发现工作受到限制:为了弥补这一空白,我们开发了 miRVim,它提供了一个人类 miRNA 结构库,这些结构来自二维(MXFold2、CentroidFold 和 RNAFold)和三维(RNAComposer 和 3dRNA)结构预测算法,此外还有来自 RCSB PDB 库的实验可用结构。该数据库旨在促进药物发现的计算数据分析,为 RNA 生物学领域基于机器学习的预测等先进技术开辟新的途径:可在 https://mirna.in/miRVim 上公开访问的 miRVim 提供的结构为研究界提供了宝贵的资源,推动了 miRNA 相关计算分析和药物发现领域的发展。
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引用次数: 0
Effect of 17β-Estradiol on Endothelial Cell Expression of Inflammation-Related MicroRNA. 17β-雌二醇对内皮细胞表达炎症相关 MicroRNA 的影响
Pub Date : 2024-07-25 DOI: 10.2174/0122115366320085240716180112
Ma'ayan V Levy, Hannah K Fandl, Jamie G Hijmans, Kelly A Stockelman, Samuel T Ruzzene, Whitney R Reiakvam, Zoe A Goldthwaite, Jared J Greiner, Christopher A DeSouza, Vinicius P Garcia

Introduction/ Objective: Estrogen plays a protective role in vascular health due, in part, to its regulation of endothelial inflammation. However, the mechanism(s) by which estrogen negatively regulates inflammatory signaling pathways is not completely understood. MicroRNAs (miRNAs) are recognized as sensitive and selective regulators of cardiovascular function, inflammation, and disease, yet the effects of 17β-estradiol on the endothelial miRNA profile are largely unknown. The aim of this study was to determine the effect of 17β-estradiol on the expression of inflammation-associated miRNAs in endothelial cells in vitro.

Methods: Human Umbilical Vein Endothelial cells (HUVECs) were treated with media in the absence (control) and presence of 17β-estradiol (100 nM) for 24 hr. Thereafter, endothelial cell release of cytokines (IL-6 and IL-8), the intracellular expression of the central protein inflammatory mediator NF- B, and the levels of inflammatory-associated miRNAs: miR-126, miR-146a, miR-181b, miR-204, and miR-let-7a, were determined.

Results: 17β-estradiol-treated cells released significantly lower levels of IL-6 (47.6±1.5 pg/mL vs 59.3±4.9 pg/mL) and IL-8 (36.3±2.3 pg/mL vs 44.0±2.0 pg/mL). Cellular expression of total NF- B (26.0±2.8 AU vs 21.2±3.1 AU) was not different between groups; however, activated NF- B (Ser536) (12.9±1.7 AU vs 20.2±2.2 AU) was markedly reduced in 17β-estradiol-treated cells as compared to untreated cells. Furthermore, cellular expressions of miR-126 (1.8±0.3 fold), miR-146a (1.7±0.3 fold), miR-181b (2.1±0.4 fold), miR-204 (1.9±0.4 fold), and miR-Let-7a (1.8±0.3 fold) were markedly increased in response to 17β-estradiol treatment.

Conclusion: These data suggest that the anti-inflammatory effect of 17β-estradiol in endothelial cells may be mediated by miRNAs.

导言/目的:雌激素对血管健康起着保护作用,部分原因是它能调节内皮炎症。然而,雌激素负向调节炎症信号通路的机制尚未完全明了。微RNA(miRNA)被认为是心血管功能、炎症和疾病的敏感性和选择性调节因子,然而,17β-雌二醇对内皮miRNA谱的影响在很大程度上是未知的。本研究旨在确定 17β-estradiol 对体外内皮细胞中炎症相关 miRNAs 表达的影响。方法:用无(对照组)和有 17β-estradiol (100 nM)的培养基处理人脐静脉内皮细胞(HUVECs)24 小时。此后,测定内皮细胞释放的细胞因子(IL-6 和 IL-8)、细胞内中心蛋白炎症介质 NF- B 的表达以及炎症相关 miRNAs(miR-126、miR-146a、miR-181b、miR-204 和 miR-let-7a)的水平:结果:17β-雌二醇处理的细胞释放的IL-6(47.6±1.5 pg/mL vs 59.3±4.9 pg/mL)和IL-8(36.3±2.3 pg/mL vs 44.0±2.0 pg/mL)水平明显较低。总NF- B(26.0±2.8 AU vs 21.2±3.1 AU)的细胞表达在组间无差异;然而,与未处理的细胞相比,活化的NF- B(Ser536)(12.9±1.7 AU vs 20.2±2.2 AU)在17β-雌二醇处理的细胞中明显减少。此外,细胞中的miR-126(1.8±0.3倍)、miR-146a(1.7±0.3倍)、miR-181b(2.1±0.4倍)、miR-204(1.9±0.4倍)和miR-Let-7a(1.8±0.3倍)的表达在17β-雌二醇处理后明显增加:这些数据表明,17β-雌二醇对内皮细胞的抗炎作用可能是由miRNAs介导的。
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引用次数: 0
Periodontal Tissue Homoeostasis, Immunity, the Red Complex Pathogens, and Dysbiosis: Unraveling the microRNA Effect. 牙周组织稳态、免疫、红色复合病原体和菌群失调:揭示 microRNA 的影响。
Pub Date : 2024-07-25 DOI: 10.2174/0122115366305491240708060422
Swastik Mishra, Lakshmi Puzhankara

microRNAs are a family of small, non-coding RNA molecules that can regulate the translation of messenger RNAs (mRNAs). Numerous miRNAs have been proposed as potential indicators for periodontal disease, and their regulation might serve as a potent means of restricting the disease process. MiRNAs act as important immune system regulators that promote the production of many cytokines, including interferon (IFN), tumour necrosis factor (TNF), and IL-1as well as RANK. Investigations pertaining to the use of specific miRNAs as therapeutic agents are underway. They can influence a variety of regulatory organs and target several genes. Additionally, distinct components of the same expression pathway can be controlled by combining miRNAs and their antagonists. In recent years, many miRNA delivery methods have been created for therapeutic applications. Studies pertaining to the role of miRNAs in periodontal disease pathogenesis may pave the way for the use of miRNAs as biomarkers of periodontal disease. A complete understanding of the role of miRNA in periodontal disease and its mechanism of action can pave the way towards therapeutic strategies that can reduce or even prevent the progression of periodontal diseases.

microRNAs是一种小型非编码RNA分子,可以调节信使RNAs(mRNAs)的翻译。许多 miRNA 被认为是牙周病的潜在指标,对它们的调节可能是限制疾病进程的有效手段。miRNA 是重要的免疫系统调节因子,可促进多种细胞因子的产生,包括干扰素(IFN)、肿瘤坏死因子(TNF)、IL-1 和 RANK。有关使用特定 miRNA 作为治疗药物的研究正在进行中。它们可以影响多种调节器官,并以多个基因为靶标。此外,通过结合 miRNA 及其拮抗剂,可以控制同一表达途径的不同成分。近年来,许多用于治疗的 miRNA 递送方法应运而生。有关 miRNA 在牙周病发病机制中作用的研究可能会为使用 miRNA 作为牙周病的生物标志物铺平道路。全面了解 miRNA 在牙周病中的作用及其作用机制,可以为制定治疗策略铺平道路,从而减少甚至预防牙周病的发展。
{"title":"Periodontal Tissue Homoeostasis, Immunity, the Red Complex Pathogens, and Dysbiosis: Unraveling the microRNA Effect.","authors":"Swastik Mishra, Lakshmi Puzhankara","doi":"10.2174/0122115366305491240708060422","DOIUrl":"https://doi.org/10.2174/0122115366305491240708060422","url":null,"abstract":"<p><p>microRNAs are a family of small, non-coding RNA molecules that can regulate the translation of messenger RNAs (mRNAs). Numerous miRNAs have been proposed as potential indicators for periodontal disease, and their regulation might serve as a potent means of restricting the disease process. MiRNAs act as important immune system regulators that promote the production of many cytokines, including interferon (IFN), tumour necrosis factor (TNF), and IL-1as well as RANK. Investigations pertaining to the use of specific miRNAs as therapeutic agents are underway. They can influence a variety of regulatory organs and target several genes. Additionally, distinct components of the same expression pathway can be controlled by combining miRNAs and their antagonists. In recent years, many miRNA delivery methods have been created for therapeutic applications. Studies pertaining to the role of miRNAs in periodontal disease pathogenesis may pave the way for the use of miRNAs as biomarkers of periodontal disease. A complete understanding of the role of miRNA in periodontal disease and its mechanism of action can pave the way towards therapeutic strategies that can reduce or even prevent the progression of periodontal diseases.</p>","PeriodicalId":38067,"journal":{"name":"MicroRNA (Shariqah, United Arab Emirates)","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141789347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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MicroRNA (Shariqah, United Arab Emirates)
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