Oligodendrocyte Transcription Factor 2

少突胶质细胞转录因子 2
  • 文章类型: Journal Article
    在开发过程中,大脑皮层中的神经干细胞,也称为放射状神经胶质细胞(RGC),产生兴奋性神经元,随后产生皮质大胶质细胞和迁移到嗅球(OB)的抑制性神经元。了解这种谱系转换的机制对于揭示如何控制适当数量的各种神经元和神经胶质细胞类型至关重要。我们和其他人最近表明,SonicHedgehog(Shh)信号促进皮质RGC谱系转换以产生皮质少突胶质细胞和OB中间神经元。在这个过程中,皮质RGCs产生表达关键神经胶质发生基因Ascl1,Egfr,Olig2Egfr和Olig2皮质祖细胞的Ascl1表达增加和出现与皮质中的兴奋性神经发生向神经胶质发生和OB中间神经元神经发生的转变同时发生。而Shh信号促进Olig2在发育中的脊髓表达,这种转录调控的确切机制尚不清楚。此外,Olig2和Egfr的转录调控尚未被探索。这里,我们发现在皮质祖细胞中,多个监管计划,包括Pax6和Gli3,阻止Olig2的早熟表达,Olig2是产生皮质少突胶质细胞和星形胶质细胞所必需的基因。我们确定了控制皮质祖细胞中Olig2表达的多种增强子,并表明调节Olig2表达的机制在小鼠和人之间是保守的。我们的研究揭示了控制皮质神经干细胞谱系转换的进化保守的调节逻辑。
    During development, neural stem cells in the cerebral cortex, also known as radial glial cells (RGCs), generate excitatory neurons, followed by production of cortical macroglia and inhibitory neurons that migrate to the olfactory bulb (OB). Understanding the mechanisms for this lineage switch is fundamental for unraveling how proper numbers of diverse neuronal and glial cell types are controlled. We and others recently showed that Sonic Hedgehog (Shh) signaling promotes the cortical RGC lineage switch to generate cortical oligodendrocytes and OB interneurons. During this process, cortical RGCs generate intermediate progenitor cells that express critical gliogenesis genes Ascl1, Egfr, and Olig2. The increased Ascl1 expression and appearance of Egfr+ and Olig2+ cortical progenitors are concurrent with the switch from excitatory neurogenesis to gliogenesis and OB interneuron neurogenesis in the cortex. While Shh signaling promotes Olig2 expression in the developing spinal cord, the exact mechanism for this transcriptional regulation is not known. Furthermore, the transcriptional regulation of Olig2 and Egfr has not been explored. Here, we show that in cortical progenitor cells, multiple regulatory programs, including Pax6 and Gli3, prevent precocious expression of Olig2, a gene essential for production of cortical oligodendrocytes and astrocytes. We identify multiple enhancers that control Olig2 expression in cortical progenitors and show that the mechanisms for regulating Olig2 expression are conserved between the mouse and human. Our study reveals evolutionarily conserved regulatory logic controlling the lineage switch of cortical neural stem cells.
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  • 文章类型: Journal Article
    植物同源结构域指蛋白Phf8是一种组蛋白脱甲基酶,与小鼠和人类的神经c缺陷和神经发育障碍中的突变有关。考虑到它在中枢神经系统细胞类型中的广泛表达,我们着手确定Phf8在少突胶质细胞中的作用,以阐明少突胶质细胞缺陷是否是Phf8依赖性神经发育障碍的可能促成因素.在少突胶质细胞系和原代细胞培养物中使用功能丧失和获得方法,我们发现Phf8促进啮齿动物少突胶质细胞祖细胞的增殖并损害它们向少突胶质细胞的分化。有趣的是,Phf8通过作用于基因的几个调控区并改变其组蛋白修饰谱对Olig2表达具有强烈的积极影响。考虑到Olig2水平对少突胶质细胞增殖和分化的影响,Olig2可能在这些细胞中充当Phf8的重要下游效应物。符合这样的效应器功能,Phf8缺陷细胞中Olig2的异位表达挽救了增殖缺陷。此外,在依赖于少突胶质细胞诱导过程中Olig2强制表达的系统中,从诱导多能干细胞产生人少突胶质细胞不需要PHF8.我们得出的结论是,Phf8可能至少部分通过其在少突胶质细胞中的作用来影响神经系统的发育。
    The plant homeodomain finger protein Phf8 is a histone demethylase implicated by mutation in mice and humans in neural crest defects and neurodevelopmental disturbances. Considering its widespread expression in cell types of the central nervous system, we set out to determine the role of Phf8 in oligodendroglial cells to clarify whether oligodendroglial defects are a possible contributing factor to Phf8-dependent neurodevelopmental disorders. Using loss- and gain-of-function approaches in oligodendroglial cell lines and primary cell cultures, we show that Phf8 promotes the proliferation of rodent oligodendrocyte progenitor cells and impairs their differentiation to oligodendrocytes. Intriguingly, Phf8 has a strong positive impact on Olig2 expression by acting on several regulatory regions of the gene and changing their histone modification profile. Taking the influence of Olig2 levels on oligodendroglial proliferation and differentiation into account, Olig2 likely acts as an important downstream effector of Phf8 in these cells. In line with such an effector function, ectopic Olig2 expression in Phf8-deficient cells rescues the proliferation defect. Additionally, generation of human oligodendrocytes from induced pluripotent stem cells did not require PHF8 in a system that relies on forced expression of Olig2 during oligodendroglial induction. We conclude that Phf8 may impact nervous system development at least in part through its action in oligodendroglial cells.
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  • 文章类型: Journal Article
    背景:黄芪,一种用途广泛的传统中草药,有丰富的历史可以追溯到“盛农的草药经典”。它已被用于临床实践,以解决各种疾病,包括抑郁症。它的主要活性成分之一,黄芪总黄酮(TFA),在其潜在的抗抑郁特性方面仍未被探索。本研究使用经受慢性不可预测的轻度应激(CUMS)的小鼠模型深入研究TFA的抗抑郁作用。
    目的:这项研究旨在调查TFA如何影响抑郁行为,海马中皮质酮和谷氨酸水平,以及CUMS小鼠中髓磷脂相关蛋白的表达。此外,它试图探索Wnt/β-catenin/Olig2/Sox10信号轴的参与,这是TFA的潜在抗抑郁机制。
    方法:使雄性C57BL/6小鼠经受CUMS以诱导抑郁行为。以两种不同的剂量(50mg/kg和100mg/kg)口服给予TFA。一系列行为测试,生化分析,免疫组织化学,UPLC-MS/MS,实时PCR,和Western印迹用于评估TFA的抗抑郁潜力。通过MO3.13细胞验证了Wnt/β-catenin/Olig2/Sox10信号轴在TFA抗抑郁机制中的作用。
    结果:TFA给药可显着减轻CUMS小鼠的抑郁行为,正如蔗糖偏好改善所证明的那样,减少尾部悬挂和强迫游泳测试中的不动,和增加的运动活动在开放领域的测试。此外,TFA可有效降低CUMS小鼠海马皮质酮和谷氨酸水平,促进海马髓鞘形成。然后,TFA增加了CUMS小鼠海马中Olig2和Sox10的表达,同时抑制了Wnt/β-catenin通路。最后,我们进一步证实了TFA在MO3.13细胞中通过Wnt/β-catenin/Olig2/Sox10信号轴促进髓鞘再生中的作用。
    结论:TFA在CUMS小鼠模型中显示有希望的抗抑郁作用,由髓鞘的恢复和皮质酮的调节促进,谷氨酸,Olig2、Sox10和Wnt/β-catenin途径。这项研究为TFA治疗抑郁症的潜在治疗应用提供了有价值的见解。尽管需要进一步的研究来充分阐明潜在的分子机制和临床相关性。
    BACKGROUND: Radix Astragali, a versatile traditional Chinese medicinal herb, has a rich history dating back to \"Sheng Nong\'s herbal classic\". It has been employed in clinical practice to address various ailments, including depression. One of its primary active components, total flavonoids from Astragalus (TFA), remains unexplored in terms of its potential antidepressant properties. This study delves into the antidepressant effects of TFA using a mouse model subjected to chronic unpredictable mild stress (CUMS).
    OBJECTIVE: The study aimed to scrutinize how TFA influenced depressive behaviors, corticosterone and glutamate levels in the hippocampus, as well as myelin-related protein expression in CUMS mice. Additionally, it sought to explore the involvement of the Wnt/β-catenin/Olig2/Sox10 signaling axis as a potential antidepressant mechanism of TFA.
    METHODS: Male C57BL/6 mice were subjected to CUMS to induce depressive behaviors. TFA were orally administered at two different doses (50 mg/kg and 100 mg/kg). A battery of behavioral tests, biochemical analyses, immunohistochemistry, UPLC-MS/MS, real-time PCR, and Western blotting were employed to evaluate the antidepressant potential of TFA. The role of the Wnt/β-catenin/Olig2/Sox10 signaling axis in the antidepressant mechanism of TFA was validated through MO3.13 cells.
    RESULTS: TFA administration significantly alleviated depressive behaviors in CUMS mice, as evidenced by improved sucrose preference, reduced immobility in tail suspension and forced swimming tests, and increased locomotor activity in the open field test. Moreover, TFA effectively reduced hippocampal corticosterone and glutamate levels and promoted myelin formation in the hippocampus of CUMS mice. Then, TFA increased Olig2 and Sox10 expression while inhibiting the Wnt/β-catenin pathway in the hippocampus of CUMS mice. Finally, we further confirmed the role of TFA in promoting myelin regeneration through the Wnt/β-catenin/Olig2/Sox10 signaling axis in MO3.13 cells.
    CONCLUSIONS: TFA exhibited promising antidepressant effects in the CUMS mouse model, facilitated by the restoration of myelin sheaths and regulation of corticosterone, glutamate, Olig2, Sox10, and the Wnt/β-catenin pathway. This research provides valuable insights into the potential therapeutic application of TFA in treating depression, although further investigations are required to fully elucidate the underlying molecular mechanisms and clinical relevance.
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  • 文章类型: Journal Article
    目的:SOX10转录因子对于参与中枢神经系统(CNS)髓鞘形成的少突胶质细胞的成熟很重要。目前,关于其表达和在中枢神经系统肿瘤诊断中的潜在用途的信息很少。我们研究的目的是表征大量CNS肿瘤中SOX10的表达,并评估其作为生物标志物的潜在用途。
    方法:我们在一系列683例不同亚型的成人和儿科型CNS肿瘤中对SOX10和OLIG2进行了免疫组织化学(IHC)。SOX10和OLIG2的核免疫染色结果评分为阳性(≥10%阳性肿瘤细胞)或阴性。
    结果:OLIG2和SOX10在弥漫性中线胶质瘤(DMG)中呈阳性,H3-突变体,和EZHIP过度表达。然而,在所有DMG中,EGFR突变体,SOX10一直为负。在弥漫性儿科型高级别神经胶质瘤(HGG)中,所有RTK1病例的OLIG2和SOX10均为阳性.RTK2病例对OLIG2和SOX10均为阴性。MYCN病例可变表达OLIG2,并且对SOX10均免疫阴性。在胶质母细胞瘤中,IDH-野生型,OLIG2大部分是积极的,但是SOX10的表达方式不同,取决于表观遗传亚型。除多形性黄色星形细胞瘤外,所有局限性星形细胞胶质瘤的OLIG2和SOX10均为阳性,星形母细胞瘤,MN1-改变,室管膜下巨细胞星形细胞瘤.室管膜瘤中SOX10呈阴性,脑膜瘤,松果体母细胞瘤,脉络丛肿瘤,颅内尤因肉瘤,和胚胎性肿瘤,除了神经母细胞瘤,FOXR2激活。
    结论:总而言之,SOX10可以纳入神经病理学家在胚胎性肿瘤的诊断算法以及儿科和成人型HGG亚型中常规使用的IHC组中。
    OBJECTIVE: The SOX10 transcription factor is important for the maturation of oligodendrocytes involved in central nervous system (CNS) myelination. Currently, very little information exists about its expression and potential use in CNS tumour diagnoses. The aim of our study was to characterize the expression of SOX10 in a large cohort of CNS tumours and to evaluate its potential use as a biomarker.
    METHODS: We performed immunohistochemistry (IHC) for SOX10 and OLIG2 in a series of 683 cases of adult- and paediatric-type CNS tumours from different subtypes. The nuclear immunostaining results for SOX10 and OLIG2 were scored as positive (≥10% positive tumour cells) or negative.
    RESULTS: OLIG2 and SOX10 were positive in diffuse midline gliomas (DMG), H3-mutant, and EZHIP-overexpressed. However, in all DMG, EGFR-mutant, SOX10 was constantly negative. In diffuse paediatric-type high-grade gliomas (HGG), all RTK1 cases were positive for both OLIG2 and SOX10. RTK2 cases were all negative for both OLIG2 and SOX10. MYCN cases variably expressed OLIG2 and were all immunonegative for SOX10. In glioblastoma, IDH-wildtype, OLIG2 was mostly positive, but SOX10 was variably expressed, depending on the epigenetic subtype. All circumscribed astrocytic gliomas were positive for both OLIG2 and SOX10 except pleomorphic xanthoastrocytomas, astroblastomas, MN1-altered, and subependymal giant cell astrocytomas. SOX10 was negative in ependymomas, meningiomas, pinealoblastomas, choroid plexus tumours, intracranial Ewing sarcomas, and embryonal tumours except neuroblastoma, FOXR2-activated.
    CONCLUSIONS: To conclude, SOX10 can be incorporated into the IHC panel routinely used by neuropathologists in the diagnostic algorithm of embryonal tumours and for the subtyping of paediatric and adult-type HGG.
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  • 文章类型: Journal Article
    背景:最近的研究表明,bHLH转录因子Hes1、Ascl1和Oligo2的表达在神经干细胞(NSC)中具有振荡平衡,维持其自我增殖和多向分化潜能。这种平衡可以被外源刺激破坏。我们先前的工作已经确定电刺激可以诱导小鼠神经干细胞的神经元分化。
    方法:为了进一步评估生理电场(EF)诱导的神经元分化是否与bHLH转录因子Hes1、Ascl1、Oligo2的表达模式有关,用小鼠胚胎脑神经干细胞研究EF诱导的神经元分化过程中Ascl1、Hes1、Oligo2在mRNA和蛋白水平上的表达变化。
    结果:我们的结果表明,NSCs表达高水平的Hes1,而Ascl1和Oligo2的表达保持在非常低的水平。当NSC退出增殖时,Hes1在分化细胞中的表达开始降低并在低表达水平振荡。Oligo2在低表达水平上表现出不规则的变化。EF刺激显着增加了mRNA和蛋白质水平的Ascl1表达,并伴随着神经元分化百分比的增加。更重要的是,Hes1的过表达抑制了EF诱导的神经元分化。
    结论:EF通过促进Ascl1表达的持续积累和降低Hes1的表达来刺激神经干细胞的神经元分化。
    BACKGROUND: Recent studies have shown that the expression of bHLH transcription factors Hes1, Ascl1, and Oligo2 has an oscillating balance in neural stem cells (NSCs) to maintain their self-proliferation and multi-directional differentiation potential. This balance can be disrupted by exogenous stimulation. Our previous work has identified that electrical stimulation could induce neuronal differentiation of mouse NSCs.
    METHODS: To further evaluate if physiological electric fields (EFs)-induced neuronal differentiation is related to the expression patterns of bHLH transcription factors Hes1, Ascl1, and Oligo2, mouse embryonic brain NSCs were used to investigate the expression changes of Ascl1, Hes1 and Oligo2 in mRNA and protein levels during EF-induced neuronal differentiation.
    RESULTS: Our results showed that NSCs expressed high level of Hes1, while expression of Ascl1 and Oligo2 stayed at very low levels. When NSCs exited proliferation, the expression of Hes1 in differentiated cells began to decrease and oscillated at the low expression level. Oligo2 showed irregular changes in low expression level. EF-stimulation significantly increased the expression of Ascl1 at mRNA and protein levels accompanied by an increased percentage of neuronal differentiation. What\'s more, over-expression of Hes1 inhibited the neuronal differentiation induced by EFs.
    CONCLUSIONS: EF-stimulation directed neuronal differentiation of NSCs by promoting the continuous accumulation of Ascl1 expression and decreasing the expression of Hes1.
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  • 文章类型: Journal Article
    转录因子Olig2在整个少突胶质细胞发育过程中高度表达,是少突胶质祖细胞(OPCs)分化为少突胶质细胞和髓鞘再生所必需的。尽管Olig2在OPCs中的过度表达是增强缺血性卒中的髓鞘修复的一个可能的治疗靶点,在体内实现Olig2过表达仍然是一项艰巨的技术挑战。为了应对这一挑战,我们采用脂质纳米颗粒(LNP)介导的Olig2合成修饰的信使RNA(mRNA)的递送作为体内Olih2蛋白过表达的可行方法。具体来说,我们开发了CD140a靶向的LNPs负载Olig2mRNA(C-Olig2),以实现PDGFRα+OPCs内的靶向Olig2蛋白表达,目的是促进缺血性卒中治疗的髓鞘再生。我们表明C-Olig2在体外促进小鼠神经干细胞来源的PDGFRα+OPCs分化为成熟的少突胶质细胞,提示mRNA介导的Olig2过表达是促进少突胶质细胞分化和髓鞘再生的合理途径。此外,当C-Olig2被用于缺血性中风的小鼠模型时,它改善了血脑屏障(BBB)的完整性,增强髓鞘再生,拯救了学习和认知缺陷。我们的综合分析,其中包括批量RNA测序(RNA-seq)和单核RNA-seq(snRNA-seq),与接受空LNP(模拟)的小鼠相比,用C-Olig2治疗的小鼠大脑中与学习和记忆有关的生物学过程上调。总的来说,我们的研究结果强调了靶向mRNA表达的多功能纳米药物治疗缺血性卒中的潜力,并提示这种方法有望解决各种脑疾病.重要声明:虽然OPCs中Olig2过度表达代表了增强缺血性卒中髓鞘再生的有希望的治疗途径,实现Olig2表达的体内策略带来了相当大的技术挑战。通过脂质纳米颗粒递送mRNA被认为是体内蛋白质表达的可行方法。在这项研究中,我们设计了载有Olig2mRNA(C-Olig2)的靶向CD140a的LNP,目的是在小鼠OPCs中实现特异性Olig2过表达。我们的研究结果表明,C-Olig2在体外促进OPCs分化为少突胶质细胞,提供证据表明mRNA介导的Olig2过表达是促进髓鞘再生的合理策略。此外,在缺血性卒中小鼠模型中静脉注射C-Olig2不仅改善了血脑屏障的完整性,而且增强了髓鞘再生,减轻了学习和认知障碍.这些结果强调了在缺血性卒中背景下靶向mRNA表达的多功能纳米药物的有希望的治疗潜力。
    The transcription factor Olig2 is highly expressed throughout oligodendroglial development and is needed for the differentiation of oligodendrocyte progenitor cells (OPCs) into oligodendrocytes and remyelination. Although Olig2 overexpression in OPCs is a possible therapeutic target for enhancing myelin repair in ischemic stroke, achieving Olig2 overexpression in vivo remains a formidable technological challenge. To address this challenge, we employed lipid nanoparticle (LNP)-mediated delivery of Olig2 synthetically modified messenger RNA (mRNA) as a viable method for in vivo Olih2 protein overexpression. Specifically, we developed CD140a-targeted LNPs loaded with Olig2 mRNA (C-Olig2) to achieve targeted Olig2 protein expression within PDGFRα+ OPCs, with the goal of promoting remyelination for ischemic stroke therapy. We show that C-Olig2 promotes the differentiation of PDGFRα+ OPCs derived from mouse neural stem cells into mature oligodendrocytes in vitro, suggesting that mRNA-mediated Olig2 overexpression is a rational approach to promote oligodendrocyte differentiation and remyelination. Furthermore, when C-Olig2 was administered to a murine model of ischemic stroke, it led to improvements in blood‒brain barrier (BBB) integrity, enhanced remyelination, and rescued learning and cognitive deficits. Our comprehensive analysis, which included bulk RNA sequencing (RNA-seq) and single-nucleus RNA-seq (snRNA-seq), revealed upregulated biological processes related to learning and memory in the brains of mice treated with C-Olig2 compared to those receiving empty LNPs (Mock). Collectively, our findings highlight the therapeutic potential of multifunctional nanomedicine targeting mRNA expression for ischemic stroke and suggest that this approach holds promise for addressing various brain diseases. STATEMENT OF SIGNIFICANCE: While Olig2 overexpression in OPCs represents a promising therapeutic avenue for enhancing remyelination in ischemic stroke, in vivo strategies for achieving Olig2 expression pose considerable technological challenges. The delivery of mRNA via lipid nanoparticles is considered aa viable approach for in vivo protein expression. In this study, we engineered CD140a-targeted LNPs loaded with Olig2 mRNA (C-Olig2) with the aim of achieving specific Olig2 overexpression in mouse OPCs. Our findings demonstrate that C-Olig2 promotes the differentiation of OPCs into oligodendrocytes in vitro, providing evidence that mRNA-mediated Olig2 overexpression is a rational strategy to foster remyelination. Furthermore, the intravenous administration of C-Olig2 into a murine model of ischemic stroke not only improved blood-brain barrier integrity but also enhanced remyelination and mitigated learning and cognitive deficits. These results underscore the promising therapeutic potential of multifunctional nanomedicine targeting mRNA expression in the context of ischemic stroke.
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  • 文章类型: Case Reports
    室管膜瘤(EPN)是表现出室管膜表型的中枢神经系统肿瘤。特别是,必须将幕上EPN(ST-EPN)与更具侵袭性的实体(如胶质母细胞瘤)区分开来,IDH-野生型。该任务经常通过使用免疫组织化学以及临床表现和形态学特征来解决。在这里,我们描述了一个年轻的成年人出现偏头痛样症状和以颞岛为基础的膨胀性肿块的情况,该肿块最初被诊断为GBM。主要基于强和弥漫性少突胶质细胞转录因子2(OLIG2)的表达。分子表征揭示了ZFTA::RELA融合,支持ST-EPN的诊断,ZFTA融合阳性。在GBM和少突胶质细胞谱系定向肿瘤以外的肿瘤中很少报道OLIG2表达。该患者在手术后接受了放疗和替莫唑胺治疗,并且在随访中存活良好。本报告说明了在更广泛的临床范围内评估免疫染色的必要性,形态学和分子背景,以避免过早排除重要的鉴别诊断。
    Ependymomas (EPN) are central nervous system neoplasms that exhibit an ependymal phenotype. In particular, supratentorial EPN (ST-EPN) must be differentiated from more aggressive entities such as glioblastoma, IDH-wildtype. This task is frequently addressed with the use of immunohistochemistry coupled with clinical presentation and morphological features. Here we describe the case of a young adult presenting with migraine-like symptoms and a temporoinsular-based expansile mass that was first diagnosed as a GBM, mostly based on strong and diffuse oligodendrocyte transcription factor 2 (OLIG2) expression. Molecular characterization revealed a ZFTA::RELA fusion, supporting the diagnosis of ST-EPN, ZFTA fusion-positive. OLIG2 expression is rarely reported in tumors other than GBM and oligodendrocyte-lineage committed neoplasms. The patient was treated with radiotherapy and temozolomide after surgery and was alive and well at follow-up. This report illustrates the need to assess immunostains within a broader clinical, morphological and molecular context to avoid premature exclusion of important differential diagnoses.
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  • 文章类型: Randomized Controlled Trial
    目的:少突胶质细胞转录因子2(OLIG2)在人胶质母细胞瘤(GB)中普遍表达。我们的研究探讨了OLIG2表达是否影响GB患者的总体生存,并建立了基于临床的GB患者OLIG2水平预测的机器学习模型,语义,和磁共振成像影像学特征。
    方法:Kaplan-Meier分析用于确定168例GB患者中OLIG2的最佳截止值。纳入OLIG2预测模型的13名患者以7:3的比例随机分为训练集和测试集。放射学,语义,并收集每位患者的临床特征.递归特征消除(RFE)用于特征选择。随机森林(RF)模型的建立和微调,并计算曲线下面积以评估性能。最后,使用第5版中枢神经系统肿瘤分类标准,构建了排除IDH突变患者的新测试集,并在预测模型中进行了测试.
    结果:共有119例患者被纳入生存分析。少突胶质细胞转录因子2与GB生存呈正相关,最佳临界值为10%(P=0.00093)。一百三十四名患者符合OLIG2预测模型的条件。基于2个语义和21个放射学签名的RFE-RF模型在训练集中获得了0.854的曲线下面积,测试集中的0.819,和0.825在新的测试集。
    结论:OLIG2表达≤10%的胶质母细胞瘤患者的总生存期更差。集成23个特征的RFE-RF模型可以预测术前GB患者的OLIG2水平,无论中枢神经系统分类标准如何,进一步指导个体化治疗。
    OBJECTIVE: Oligodendrocyte transcription factor 2 (OLIG2) is universally expressed in human glioblastoma (GB). Our study explores whether OLIG2 expression impacts GB patients\' overall survival and establishes a machine learning model for OLIG2 level prediction in patients with GB based on clinical, semantic, and magnetic resonance imaging radiomic features.
    METHODS: Kaplan-Meier analysis was used to determine the optimal cutoff value of the OLIG2 in 168 GB patients. Three hundred thirteen patients enrolled in the OLIG2 prediction model were randomly divided into training and testing sets in a ratio of 7:3. The radiomic, semantic, and clinical features were collected for each patient. Recursive feature elimination (RFE) was used for feature selection. The random forest (RF) model was built and fine-tuned, and the area under the curve was calculated to evaluate the performance. Finally, a new testing set excluding IDH-mutant patients was built and tested in a predictive model using the fifth edition of the central nervous system tumor classification criteria.
    RESULTS: One hundred nineteen patients were included in the survival analysis. Oligodendrocyte transcription factor 2 was positively associated with GB survival, with an optimal cutoff of 10% ( P = 0.00093). One hundred thirty-four patients were eligible for the OLIG2 prediction model. An RFE-RF model based on 2 semantic and 21 radiomic signatures achieved areas under the curve of 0.854 in the training set, 0.819 in the testing set, and 0.825 in the new testing set.
    CONCLUSIONS: Glioblastoma patients with ≤10% OLIG2 expression tended to have worse overall survival. An RFE-RF model integrating 23 features can predict the OLIG2 level of GB patients preoperatively, irrespective of the central nervous system classification criteria, further guiding individualized treatment.
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  • 文章类型: Journal Article
    抑郁症是一种情绪障碍,伴随着几种行为,细胞,和神经化学变化。慢性压力的负面影响可能会加剧这种神经精神障碍。有趣的是,少突胶质细胞相关基因的下调,髓鞘结构异常,在诊断为抑郁症的患者中,已经发现边缘系统中少突胶质细胞的数量和密度减少,而且在暴露于慢性轻度应激(CMS)的啮齿动物中也是如此。一些报道强调了药理学或刺激相关策略在影响海马神经源性生态位中的少突胶质细胞中的重要性。重复经颅磁刺激(rTMS)作为恢复抑郁症的干预措施已引起关注。这里,我们假设5Hz(Hz)的rTMS或氟西汀(Flx)将通过影响少突胶质细胞来恢复抑郁样行为,并恢复雌性SwissWebster小鼠CMS引起的神经源性改变.我们的结果表明,5HzrTMS或Flx可以恢复类似抑郁的行为。只有rTMS通过增加齿状回和前额叶皮层中Olig2阳性细胞的数量来影响少突胶质细胞。然而,两种策略都对海马神经发生过程的一些事件产生影响,如细胞增殖(Ki67阳性细胞),存活(CldU阳性细胞),以及沿该区域背-腹轴的中间阶段(dublecoortin阳性细胞)。有趣的是,rTMS-Flx的组合发挥了抗抑郁样作用,但在仅用rTMS治疗的小鼠中观察到的Olig2阳性细胞数量的增加被取消。然而,rTMS-Flx通过增加Ki67阳性细胞的数量发挥协同作用。它还增加了齿状回中CldU和dublecoortin阳性细胞的数量。我们的结果表明,5HzrTMS具有有益的效果,因为它通过增加CMS暴露小鼠中Olig2阳性细胞的数量和海马神经发生的减少来恢复抑郁样行为。然而,rTMS对其他胶质细胞的影响需要进一步研究.
    Depression is a mood disorder coursing with several behavioral, cellular, and neurochemical alterations. The negative impact of chronic stress may precipitate this neuropsychiatric disorder. Interestingly, downregulation of oligodendrocyte-related genes, abnormal myelin structure, and reduced numbers and density of oligodendrocytes in the limbic system have been identified in patients diagnosed with depression, but also in rodents exposed to chronic mild stress (CMS). Several reports have emphasized the importance of pharmacological or stimulation-related strategies in influencing oligodendrocytes in the hippocampal neurogenic niche. Repetitive transcranial magnetic stimulation (rTMS) has gained attention as an intervention to revert depression. Here, we hypothesized that 5 Hz (Hz) of rTMS or Fluoxetine (Flx) would revert depressive-like behaviors by influencing oligodendrocytes and revert neurogenic alterations caused by CMS in female Swiss Webster mice. Our results showed that 5 Hz rTMS or Flx revert depressive-like behavior. Only rTMS influenced oligodendrocytes by increasing the number of Olig2-positive cells in the hilus of the dentate gyrus and the prefrontal cortex. However, both strategies exerted effects on some events of the hippocampal neurogenic processes, such as cell proliferation (Ki67-positive cells), survival (CldU-positive cells), and intermediate stages (doublecortin-positive cells) along the dorsal-ventral axis of this region. Interestingly, the combination of rTMS-Flx exerted antidepressant-like effects, but the increased number of Olig2-positive cells observed in mice treated only with rTMS was canceled. However, rTMS-Flx exerted a synergistic effect by increasing the number of Ki67-positive cells. It also increased the number of CldU- and doublecortin-positive cells in the dentate gyrus. Our results demonstrate that 5 Hz rTMS has beneficial effects, as it reverted depressive-like behavior by increasing the number of Olig2-positive cells and reverting the decrement in hippocampal neurogenesis in CMS-exposed mice. Nevertheless, the effects of rTMS on other glial cells require further investigation.
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  • 文章类型: Journal Article
    小脑多形性胶质母细胞瘤(cGBM)的发生率很少。像TCGA这样的数据库没有区分cGBM和GBM,我们对cGBM基因表达特征的认识有限。少突胶质细胞谱系转录因子2(OLIG2)在cGBM中的表达状况及其临床意义尚不清楚。
    对73例cGBM患者的临床资料和组织标本进行回顾性分析。通过卡方检验确定OLIG2表达水平与cGBM患者的人口统计学特征之间的关联。通过Kaplan-Meier分析绘制存活曲线。根据Cox回归分析计算独立预后因素。
    在约57.5%(42/73)的cGBM患者中观察到OLIG2高表达。具有高OLIG2表达水平的患者在随访结束时具有更高的存活率(存活率:70.6%vs.29.4%,p=0.04)。OLIG2高表达和低表达的中位生存时间分别为21个月和13个月(p<0.05)。单因素分析和多因素分析显示EOR(HR=3.89,95%CI1.23~12.26,p=0.02),OLIG2低表达(HR=5.26,95%CI1.13~24.59,p=0.04),无辅助治疗(HR=4.95,95%CI1.22~20.00,p=0.03)是cGBM患者OS的独立危险因素。
    OLIG2的高表达水平可作为cGBM患者独立的良好预后指标,被认为是cGBM的特征性生物标志物。
    The incidence of cerebellar Glioblastoma Multiforme (cGBM) is rare. Database like TCGA have not distinguish cGBM from GBM, our knowledge on cGBM gene expression characteristics is limited. The expression status of Oligodendrocyte Lineage Transcription factor 2 (OLIG2) and its clinical significance in cGBM is still unclear.
    The clinical data and tissue specimens of 73 cGBM patients were retrospectively studied. The association between OLIG2 expression level and the demographic characteristics of cGBM patients was identified by the Chi-Square test. The survival curves were drawn by Kaplan-Meier analysis. The independent prognostic factors was calculated according to Cox regression analysis.
    The OLIG2 high expression was observed in about 57.5% (42/73) of the cGBM patients. Patients with high OLIG2 expression levels had a higher alive ratio at the end of follow-up (alive ratio: 70.6% vs. 29.4%, p = 0.04). The median survival time was 21 months and 13 months for high and low expression of OLIG2 (p < 0 .05). Univariate analysis and Multivariate analysis indicated that EOR (HR = 3.89, 95% CI 1.23‒12.26, p = 0.02), low OLIG2 expression (HR = 5.26, 95% CI 1.13‒24.59, p = 0.04), and without adjuvant therapy (HR = 4.95, 95% CI 1.22‒20.00, p = 0.03) were independent risk factors for the OS of cGBM patients.
    High expression level of OLIG2 could be used as an independent favorable prognosis indicator in cGBM patients and be recognized as a characteristic biomarker of cGBM.
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