MiRNAs

miRNA
  • 文章类型: Journal Article
    The dysregulation of miRNAs in lung cancer has been extensively documented, with specific miRNAs acting as both tumor suppressors and oncogenes, depending on their target genes. Recent research has unveiled the regulatory roles of miRNAs in key metabolic pathways, such as glycolysis, the tricarboxylic acid cycle, fatty acid metabolism, and autophagy, which collectively contribute to the aberrant energy metabolism characteristic of cancer cells. Furthermore, miRNAs are increasingly recognized as critical modulators of the tumor microenvironment, impacting immune response and angiogenesis. This review embarks on a comprehensive journey into the world of miRNAs, unraveling their multifaceted roles, and more notably, their emerging significance in the context of cancer, with a particular focus on lung cancer. As we navigate this extensive terrain, we will explore the fascinating realm of miRNA-mediated metabolic rewiring, a phenomenon that plays a pivotal role in the progression of lung cancer and holds promise in the development of novel therapeutic strategies.
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  • 文章类型: Journal Article
    代谢功能障碍相关疾病通常是指由代谢问题引起的各种疾病,例如葡萄糖和脂质代谢紊乱。随着生活水平的提高,代谢性疾病的日益流行已成为严重的公共卫生问题,包括代谢功能障碍相关的脂肪变性肝病(MASLD),酒精相关性肝病(ALD),糖尿病和肥胖。这些疾病既独立又相互依存,具有复杂多样的分子机制。因此,探索这些疾病的分子机制和寻找有效的治疗靶点已成为当务之急。在过去的几十年中,由于它们的多靶标和网络调节特性,MicroRNAs(miRNA)已成为代谢稳态的关键调节因子。在这次审查中,我们讨论了miRNA介导的调控网络在MASLD发生发展中的作用的最新进展,ALD,糖尿病和肥胖。
    Metabolic dysfunction-associated diseases often refer to various diseases caused by metabolic problems such as glucose and lipid metabolism disorders. With the improvement of living standards, the increasing prevalence of metabolic diseases has become a severe public health problem, including metabolic dysfunction-associated steatotic liver disease (MASLD), alcohol-related liver disease (ALD), diabetes and obesity. These diseases are both independent and interdependent, with complex and diverse molecular mechanisms. Therefore, it is urgent to explore the molecular mechanisms and find effective therapeutic targets of these diseases. MicroRNAs (miRNAs) have emerged as key regulators of metabolic homoeostasis due to their multitargets and network regulatory properties within the past few decades. In this review, we discussed the latest progress in the roles of miRNA-mediated regulatory networks in the development and progression of MASLD, ALD, diabetes and obesity.
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  • 文章类型: Journal Article
    已经对Theileria转化的牛细胞进行了一些基于miRNA的研究;然而,转化细胞表现出不受控制的增殖的机制尚未完全了解。因此,有必要筛选更多的可能在感染环Theileria的宿主细胞的转化过程中发挥作用的microRNA,以更好地了解Theileria感染细胞的转化机制。RNA测序用于分析在布帕伐喹(BW720)处理和DMSO处理(对照组)后不同时间点感染环生毛虫的宿主牛淋巴细胞中的miRNA表达。通过与基因本体论(GO)比较,鉴定与细胞增殖和凋亡相关的差异miRNA,京都基因和基因组百科全书(KEGG)数据库,构建了miRNA-mRNA的调控网络。总的来说,在36、60和72h发现了272个差异表达的miRNA。new-miR-622,bta-miR-2478和new-miR-584具有显著意义.对这些共差异表达的miRNA中的27个的分析揭示了15个miRNA被下调并且12个miRNA被上调。对三个数据集中这27个miRNAs中每一个表达变化的进一步分析表明,bta-miR-2285t,bta-miR-345-5p,bta-miR-34a,bta-miR-150和new-miR-1372有显著改变。通过KEGG分析这27种miRNA的预测靶基因,RASSF,SOCS1主要富集在肿瘤的信号通路microRNAs中。MAPKAPK2,RELB,FLT3LG,GADD45B主要富集在MAPK信号通路,一些基因在Axon指导下富集。本研究为进一步理解miRNAs在宿主微环境中的调控功能和宿主-寄生虫相互作用机制提供了有价值的信息。
    Several miRNA-based studies on Theileria-transformed bovine cells have been conducted; however, the mechanism by which transformed cells exhibit uncontrolled proliferation is not yet fully understood. Therefore, it is necessary to screen more microRNAs that may play a role in the transformation process of host cells infected with Theileria annulata to better understand the transformation mechanisms of Theileria-infected cells. RNA sequencing was used to analyze miRNAs expression in the host bovine lymphocytes infected with T. annulata at different time points after buparvaquone (BW720) treatment and DMSO treatment (control groups). Differential miRNAs related to cell proliferation and apoptosis were identified through comparison with gene ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) databases, and a regulatory network of miRNA-mRNA was constructed. In total, 272 differentially expressed miRNAs were found at 36, 60 and 72 h. The miRNAs change of bta-miR-2285t, novel-miR-622, bta-miR-2478, and novel-miR-584 were significant. Analysis of 27 of these co-differential expressed miRNAs revealed that 15 miRNAs were down-regulated and 12 miRNAs were up-regulated. A further analysis of the changes in the expression of each of these 27 miRNAs in the three datasets suggested that bta-miR-2285t, bta-miR-345-5p, bta-miR-34a, bta-miR-150, and the novel-miR-1372 had significantly changed. Predicted target genes for these 27 miRNAs were analyzed by KEGG and the results demonstrated that EZR, RASSF, SOCS1 were mainly enriched in the signaling pathway microRNAs in cancer. MAPKAPK2, RELB, FLT3LG, and GADD45B were mainly enriched in the MAPK signaling pathway, and some genes were enriched in Axon guidance. This study has provided valuable information to further the understanding of the regulatory function of miRNAs in the host microenvironment and host-parasite interaction mechanisms.
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  • 文章类型: Journal Article
    糖尿病神经病变(DN)是糖尿病的主要微血管并发症之一,影响50%的糖尿病人群,受到各种未满足的临床需求的影响。有必要探索新的病理机制,以设计未来的DN治疗方案。需要非编码RNA(ncRNA)对基因表达的转录后调节,以改善具有显着生物学相关性的不同细胞机制。微RNA(miRNA)是一类小的ncRNA(~20至24个核苷酸长度),已知其通过抑制其靶mRNA来调节~50%蛋白质编码基因的活性。这些miRNAs的差异表达与糖尿病神经病变的病理生理学相关,通过调节各种途径,如神经元兴奋过度,炎症,轴突生长,再生,和氧化应激。值得注意的是,循环和细胞外囊泡miRNAs可作为潜在的生物标志物,强调其诊断潜力.最近的证据强调了miRNA在调节DN的起始和进展中的潜力以及开发miRNA作为DN治疗选择的可能性。在这次审查中,我们详细阐述了不同miRNAs作为潜在生物标志物的作用,并强调了它们在未来DN临床治疗中有希望的药物方面.
    Diabetic neuropathy (DN) is one of the major microvascular complications of diabetes mellitus affecting 50% of the diabetic population marred by various unmet clinical needs. There is a need to explore newer pathological mechanisms for designing futuristic regimens for the management of DN. There is a need for post-transcriptional regulation of gene expression by non-coding RNAs (ncRNAs) to finetune different cellular mechanisms with significant biological relevance. MicroRNAs (miRNAs) are a class of small ncRNAs (~ 20 to 24 nucleotide length) that are known to regulate the activity of ~ 50% protein-coding genes through repression of their target mRNAs. Differential expression of these miRNAs is associated with the pathophysiology of diabetic neuropathy via regulating various pathways such as neuronal hyperexcitability, inflammation, axonal growth, regeneration, and oxidative stress. Of note, the circulating and extracellular vesicular miRNAs serve as potential biomarkers underscoring their diagnostic potential. Recent pieces of evidence highlight the potential of miRNAs in modulating the initiation and progression of DN and the possibility of developing miRNAs as treatment options for DN. In this review, we have elaborated on the role of different miRNAs as potential biomarkers and emphasized their druggable aspects for promising future therapies for the clinical management of DN.
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  • 文章类型: Journal Article
    癌症中microRNAs表达的广泛变化导致控制这些基因的miRNAs的基因表达异常,这反过来又导致整个分子网络和途径的变化。经常改变的miR-31,在多种癌症中发现,是一种特别有趣的癌症相关miRNA。MiR-31有一套非常复杂的生物学功能,根据肿瘤的类型,它既可以作为肿瘤抑制因子,也可以作为癌基因。miR-31的内源性表达水平似乎是由异常表达引起的表型的关键决定因素。不同表达水平的miR-31可影响细胞生长,转移,耐药性,和其他一些机制,如靶向BRCA1相关蛋白-1(BAP1),大肿瘤抑制激酶1(LATS1)和蛋白磷酸酶2(PP2A)。这篇综述强调了目前对miR-31靶向基因的理解,同时总结了miR-31在人类癌症中的复杂表达模式和miR-31表达改变带来的不同表型。
    Widespread changes in the expression of microRNAs in cancer result in abnormal gene expression for the miRNAs that control those genes, which in turn causes changes to entire molecular networks and pathways. The frequently altered miR-31, which is found in a wide range of cancers, is one cancer-related miRNA that is particularly intriguing. MiR-31 has a very complicated set of biological functions, and depending on the type of tumor, it may act both as a tumor suppressor and an oncogene. The endogenous expression levels of miR-31 appear to be a key determinant of the phenotype brought on by aberrant expression. Varied expression levels of miR-31 could affect cell growth, metastasis, drug resistance, and other process by several mechanisms like targeting BRCA1-associated protein-1 (BAP1), large tumor suppressor kinase 1 (LATS1) and protein phosphatase 2 (PP2A). This review highlights the current understanding of the genes that miR-31 targets while summarizing the complex expression patterns of miR-31 in human cancers and the diverse phenotypes brought on by altered miR-31 expression.
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  • 文章类型: Journal Article
    miRNAs构成基因表达的精细调节器,并且涉及从炎症到癌症的各种疾病。miRNA表达在类风湿性关节炎(RA)中失调;然而,它们在关键的关节细胞如滑膜成纤维细胞(SF)中的特定作用仍然难以捉摸。先前的研究表明,Mir221/222的表达在RASF中上调。这里,我们证明TNF和IL-1β而不是IFN-γ激活小鼠SFs中的Mir221/222基因表达。huTNFtg小鼠中Mir221/222的SF特异性过表达导致SF进一步扩大和疾病恶化,而其完全消融导致SF扩张减少和疾病减轻。Mir221/222过表达改变了涉及细胞周期和ECM(细胞外基质)调节的SF转录谱点燃途径。Mir221/222靶标的验证揭示了细胞周期抑制剂Cdkn1b和Cdkn1c,以及表观遗传调节剂Smarca1。单细胞ATAC-seq数据分析显示,致病性SF亚簇中Mir221/222基因活性增加,并通过Rela进行转录调控,Relb,Junb,Bach1和Nfe2l2。我们的结果建立了Mir221/222在关节炎中的SF特异性致病作用,并表明其在特定亚群中的治疗靶向可能导致新的成纤维细胞靶向疗法。
    miRNAs constitute fine-tuners of gene expression and are implicated in a variety of diseases spanning from inflammation to cancer. miRNA expression is deregulated in rheumatoid arthritis (RA); however, their specific role in key arthritogenic cells such as the synovial fibroblast (SF) remains elusive. Previous studies have shown that Mir221/222 expression is upregulated in RA SFs. Here, we demonstrate that TNF and IL-1β but not IFN-γ activated Mir221/222 gene expression in murine SFs. SF-specific overexpression of Mir221/222 in huTNFtg mice led to further expansion of SFs and disease exacerbation, while its total ablation led to reduced SF expansion and attenuated disease. Mir221/222 overexpression altered the SF transcriptional profile igniting pathways involved in cell cycle and ECM (extracellular matrix) regulation. Validation of targets of Mir221/222 revealed cell cycle inhibitors Cdkn1b and Cdkn1c, as well as the epigenetic regulator Smarca1. Single-cell ATAC-seq data analysis revealed increased Mir221/222 gene activity in pathogenic SF subclusters and transcriptional regulation by Rela, Relb, Junb, Bach1, and Nfe2l2. Our results establish an SF-specific pathogenic role of Mir221/222 in arthritis and suggest that its therapeutic targeting in specific subpopulations could lead to novel fibroblast-targeted therapies.
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  • 文章类型: Journal Article
    慢性酒精中毒是现代社会最常见的神经系统疾病之一。然而,慢性酒精暴露导致学习和记忆障碍的关键机制尚不清楚.在这项研究中,构建microRNA-信使RNA(miRNA-mRNA)网络,探索慢性酒精暴露中关键基因的潜在功能,它们对海马体的影响,以及它们促进小鼠脑损伤的机制。方法:采用Morris水迷宫试验对各组小鼠的学习能力进行评定。测定小鼠海马中线粒体ATP酶活性和H2S水平。使用第二代测序鉴定小鼠海马中差异表达的miRNA和mRNA。使用TargetScan,miRTarBase,和miRDB数据库,我们预测了miRNA靶基因并构建了miRNA-mRNA调控网络。此外,使用基因本体论和KEGG数据库,我们进行了功能富集和蛋白质-蛋白质相互作用分析.采用实时定量聚合酶链反应(qPCR)等方法验证相关基因的mRNA表达。结果:Morris水迷宫试验显示,与对照组相比,暴露于慢性酒精的小鼠的学习能力显着降低(p<0.05)。与对照组相比,酒精处理小鼠海马组织线粒体ATP酶活性显著降低(p<0.01),提示脑损伤.在模型组中,H2S在小鼠海马中显著增加(p<0.01),表明慢性酒精暴露可以激活半胱氨酸β-合成酶(CBS)并催化H2S的质量形成,提示脑损伤.通过生物信息学分析筛选了总共208个差异表达的miRNA和377个差异表达的mRNA。富集分析表明,主要通路参与了神经变性和Wnt信号通路的调节。PCR检测到FOS和EGR1基因的表达显著下调。讨论:因此,慢性酒精暴露可能通过miR-222-3p调节海马FOS和EGR1的表达,miR-132-3p,miR-212-3p,和miR-191-5p,降低海马线粒体ATP酶的活性,激活CBS,催化大量H2S的形成,破坏线粒体结构,导致学习能力下降。我们的发现揭示了对慢性酒精暴露研究有价值的基因和miRNAs。
    Introduction: Chronic alcoholism is one of the most common neurological diseases in modern society. However, the key mechanisms underlying learning and memory impairments caused by chronic alcohol exposure remain unclear. In this study, a microRNA-messenger RNA (miRNA-mRNA) network was constructed to explore the potential function of key genes in chronic alcohol exposure, their effects on the hippocampus, and their mechanisms which facilitate brain injury in mice. Methods: The Morris water maze test was used to assess the learning ability of mice in each group. Mitochondrial ATPase activity and H2S levels in the hippocampi of mice were determined. Differentially expressed miRNAs and mRNAs in the mouse hippocampus were identified using second-generation sequencing. Using the TargetScan, miRTarBase, and miRDB databases, we predicted miRNA target genes and constructed a miRNA-mRNA regulatory network. Furthermore, using the Gene Ontology and KEGG databases we performed functional enrichment and protein-protein interaction analyses. Real-time quantitative polymerase chain reaction (qPCR) and other methods were employed to verify the mRNA expression of related genes. Results: The Morris water maze test revealed that mice exposed to chronic alcohol exhibited a significantly reduced learning ability compared to the control group (p < 0.05). Compared with the control group, the activity of mitochondrial ATPase in the hippocampal tissue of alcohol-treated mice was significantly decreased (p < 0.01), suggesting brain injury. In the model group, H2S significantly increased in the mice hippocampi (p < 0.01), indicating that chronic alcohol exposure could activate cystathionineβ-synthase (CBS) and catalyze the mass formation of H2S, suggesting brain injury. A total of 208 differentially expressed miRNAs and 377 differentially expressed mRNAs were screened through bioinformatic analysis. Enrichment analysis indicated that the main pathways were involved in neurodegeneration and regulation of the Wnt signaling pathway. The PCR detected a significant downregulation in the expressions of FOS and EGR1 genes. Discussion: Consequently, chronic alcohol exposure may regulate the expression of FOS and EGR1 in the hippocampus through miR-222-3p, miR-132-3p, miR-212-3p, and miR-191-5p, reduce the activity of hippocampal mitochondrial ATPase, activate CBS, catalyze the large amount of H2S formation, and destroy the mitochondrial structure, resulting in decreased learning ability. Our findings revealed valuable genes and miRNAs for the study of chronic alcohol exposure.
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  • 文章类型: Journal Article
    腹膜转移(PM)的病理生理学是复杂的,尚未完全了解。PM,起源于胃肠道(GI)癌症,由于其复杂的性质和有限的治疗选择,是一种显著恶化患者预后的疾病。非编码RNA(ncRNAs)已被证明在癌症生物学中起关键作用,影响肿瘤发生,programming,转移,和治疗抗性。越来越多的证据证明了不同类型ncRNAs的调节功能,包括PM中的microRNAs(miRNAs)和长链非编码RNAs(lncRNAs)。识别用于早期检测PM的生物标志物是改善患者预后的关键一步。以及ncRNA谱与生存率的关系,对治疗的反应,和复发风险近年来备受关注。此外,探索利用ncRNAs的创新治疗方法,如靶向治疗和基因沉默,可能会为治疗这种可怕的疾病提供新的视野。系统治疗的最新进展和新型局部区域疗法的发展为多模式治疗方法打开了大门。根治性手术联合腹腔热化疗(HIPEC)已显示出有希望的结果,延长患者生存期。目前的研究主要集中在PM的分子表征,这对于早期发现和制定未来的治疗策略至关重要。通过总结最新发现,这项研究强调了ncRNAs在增强诊断中的转化潜力,预后,和PM在胃肠道癌症中的治疗,为更个性化和有效的临床策略铺平道路。
    Peritoneal metastasis (PM) pathophysiology is complex and not fully understood. PM, originating from gastrointestinal (GI) cancer, is a condition that significantly worsens patient prognosis due to its complex nature and limited treatment options. The non-coding RNAs (ncRNAs) have been shown to play pivotal roles in cancer biology, influencing tumorigenesis, progression, metastasis, and therapeutic resistance. Increasing evidence has demonstrated the regulatory functions of different classes of ncRNAs, including microRNAs (miRNAs) and long non-coding RNAs (lncRNAs) in PM. Identifying biomarkers for early detection of PM is a crucial step towards improving patient outcomes, and how ncRNA profiles correlate with survival rates, response to therapy, and recurrence risks have raised much attention in recent years. Additionally, exploring innovative therapeutic approaches utilizing ncRNAs, such as targeted therapy and gene silencing, may offer new horizons in treating this dire condition. Recent advances in systemic treatments and the development of novel loco-regional therapies have opened doors to multimodal treatment approaches. Radical surgeries combined with hyperthermic intraperitoneal chemotherapy (HIPEC) have shown promising results, leading to extended patient survival. Current research is focused on the molecular characterization of PM, which is crucial for early detection and developing future therapeutic strategies. By summarizing the latest findings, this study underscores the transformative potential of ncRNAs in enhancing the diagnosis, prognosis, and treatment of PM in GI cancer, paving the way for more personalized and effective clinical strategies.
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  • 文章类型: Case Reports
    低磷酸血症(HPP)的特征是组织非特异性碱性磷酸酶(TNSALP)活性低。酶替代疗法asfotasealfa已被批准用于儿童期发作形式的HPP。MicroRNAs(miRNAs)已经成为一种新型的疾病生物标志物,在治疗监测中具有潜在的应用。循环miRNA在基线分析,一名49岁的患有儿童期HPP的女性的1、2、4和16个月,慢性肌肉骨骼疼痛,和非创伤性骨折之前的酶替代疗法。使用miRNeasyMiniKit(Qiagen,德国),RealSeq生物科学套件(圣克鲁斯,美国)与miND加标对照试剂盒(TAmiRNA,奥地利)和IlluminaNovaSeq6000SP1流动池(圣地亚哥,美国)。简要疼痛量表严重程度和干扰评分(BPI-S/BPI-I),疲劳严重程度量表(FSS),患者总体改善印象(PGI-I),西安大略省和麦克马斯特大学髋关节残疾和骨关节炎结果评分(WOMAC),纤维肌痛影响问卷(FIQ),6分钟步行测试(6-MWT),椅子上升测试(CRT),在基线和治疗期间的不同时间点进行手握测力(HD).在超过800个筛查中,基于24个HPP患者和24个健康对照之间的表达谱差异选择了84个miRNA。六个miRNA显示出清晰的图形趋势,并上调或下调≥50%的读数/百万(rpm)。其中包括hsa-let-7i-5p(+50%),hsa-miR-1-3p(-66.66%),hsa-miR-1294(+63.63%),hsa-miR-206(-85.57%),hsa-miR-375-3p(-71.43%),hsa-miR-624-5p(+69.44%)。hsa-miR-1-3p和hsa-miR-206被鉴定为肌肉特异性miRNA。hsa-mir-375-3p,负调节成骨作用,被大幅下调。就患者报告的结果而言,BPI-S,BPI-I,FSS,PGI-I,WOMAC,FIQ下降了-58.62%,-68.29%,-33.33%,-75.00%,-63.29%,和-43.02%,分别。6-MWT提高了+33.89%,CRT提高了-44.46%。HD测量的右手/左手的平均握力提高了+12.50%和+23.53%,分别。用asfotasealfa治疗期间的miRNA谱变化,伴随功能测试和生活质量评分的改善。
    Hypophosphatasia (HPP) is characterized by low activity of tissue nonspecific alkaline phosphatase (TNSALP). The enzyme replacement therapy asfotase alfa has been approved for childhood-onset forms of HPP. MicroRNAs (miRNAs) have emerged as a novel disease biomarker, with potential application in therapy monitoring. Circulating miRNAs were analyzed at baseline, months 1, 2, 4, and 16 in a 49-yr-old woman with childhood-onset HPP, chronic musculoskeletal pain, and non-traumatic fractures prior to enzyme replacement therapy. Serum RNA was extracted and sequenced using miRNeasy Mini Kit (Qiagen, Germany), RealSeq Biosciences Kit (Santa Cruz, US) together with miND spike-in control kit (TAmiRNA, Austria) and Illumina NovaSeq 6000 SP1 flow cell (San Diego, US). Brief Pain Inventory Severity and Interference scores (BPI-S/BPI-I), fatigue severity scale (FSS), Patient Global Impression of Improvement (PGI-I), Western Ontario and McMaster university hip disability and osteoarthritis outcome score (WOMAC), fibromyalgia impact questionnaire (FIQ), 6-Minute Walking Test (6-MWT), chair-rise-test (CRT), and handgrip dynamometry (HD) were performed at baseline and different timepoints during the therapy. Out of >800 screened, 84 miRNAs were selected based on differences in expression profiles between 24 HPP patients and 24 healthy controls. Six miRNAs showed a clear graphic trend and were up- or downregulated by ≥50% reads per million (rpm). These included hsa-let-7i-5p (+50%), hsa-miR-1-3p (-66.66%), hsa-miR-1294 (+63.63%), hsa-miR-206 (-85.57%), hsa-miR-375-3p (-71.43%), and hsa-miR-624-5p (+69.44%). hsa-miR-1-3p and hsa-miR-206 were identified as muscle-specific miRNAs. hsa-mir-375-3p, which negatively regulates osteogenesis, was significantly downregulated. In terms of patient-reported outcomes, BPI-S, BPI-I, FSS, PGI-I, WOMAC, and FIQ showed a reduction by -58.62%, -68.29%, -33.33%, -75.00%, -63.29%, and -43.02%, respectively. 6-MWT improved by +33.89% and CRT by -44.46%. Mean hand grip strength of the right/left hand measured by HD improved by +12.50% and + 23.53%, respectively. miRNA profile changes during the therapy with asfotase alfa, accompanying improvements in functionality tests and quality of life scores.
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  • 文章类型: Journal Article
    背景:睾丸是雄性哺乳动物的重要生殖器官,是精子发生的场所,雄激素合成,和分泌。非编码RNA(ncRNAs)在各种生物过程中起着重要的调节作用。然而,ncRNAs在牦牛睾丸发育和精子发生过程中的调控作用尚不清楚。
    结果:在这项研究中,我们比较了环状RNA(circularRNAs)的表达谱,microRNAs(miRNAs),和信使RNA(mRNA)在6个月时收集的牦牛睾丸组织样本(Y6M),18个月(Y18M),4年(Y4Y)。使用RNA测序(RNA-Seq),我们观察到在不同睾丸发育阶段收集的样本中ncRNAs的表达模式存在显著差异。22个差异表达(DE)circRNAs,69DEmiRNA,在Y6M中检测到64个DEmRNA,Y18M,和Y4Y睾丸样本,分别。基因本体论(GO)和京都基因和基因组百科全书(KEGG)分析的结果表明,DEmiRNA的预测靶基因,和DEmRNA与与精子合成相关的信号通路和GO术语特异性相关,精子活力,睾丸发育,如细胞周期,Wnt信号通路,MAPK信号通路,GnRH信号通路,和精子发生。对circRNA-miRNA-mRNA网络的分析表明,一些DEncRNAs,包括miR-574,miR-449a,CDC42和CYP11A1等,可能与睾丸精子发生有关。同时,观察到各种circRNA-miRNA相互作用对。
    结论:我们的发现提供了一个circRNAs数据库,miRNA,和mRNAs在不同发育阶段牦牛睾丸组织中的表达谱,并详细了解牦牛睾丸发育中ncRNAs的调控网络,提供有助于阐明牦牛睾丸发育的分子机制的数据。
    BACKGROUND: The Testis is an important reproductive organ in male mammals and the site for spermatogenesis, androgen synthesis, and secretion. Non-coding RNAs (ncRNAs) play an important regulatory role in various biological processes. However, the regulatory role of ncRNAs in the development of yak testes and spermatogenesis remains largely unclear.
    RESULTS: In this study, we compared the expression profiles of circular RNAs (circRNAs), microRNAs (miRNAs), and messenger RNAs (mRNAs) in yak testicular tissue samples collected at 6 months (Y6M), 18 months (Y18M), and 4 years (Y4Y). Using RNA sequencing (RNA-Seq), we observed a significant difference in the expression patterns of ncRNAs in the samples collected at different testicular development stages. Twenty-two differentially expressed (DE) circRNAs, 69 DE miRNAs, and 64 DE mRNAs were detected in Y6M, Y18M, and Y4Y testicular samples, respectively. The results of gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses showed that the source genes of DE circRNAs, predicted target genes of DE miRNAs, and DE mRNAs were specifically associated with signaling pathways and GO terms that were related to sperm synthesis, sperm vitality, and testicular development, such as cell cycle, Wnt signaling pathway, MAPK signaling pathway, GnRH signaling pathway, and spermatogenesis. The analysis of the circRNA-miRNA-mRNA network revealed that some DE ncRNAs, including miR-574, miR-449a, CDC42, and CYP11A1, among others, may be involved in testicular spermatogenesis. Concurrently, various circRNA-miRNA interaction pairs were observed.
    CONCLUSIONS: Our findings provide a database of circRNAs, miRNAs, and mRNAs expression profiles in testicular tissue of yaks at different developmental stages and a detailed understanding of the regulatory network of ncRNAs in yak testicular development and provide data that can help elucidate the molecular mechanisms underlying yak testicular development.
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