Ascl1

ASCL1
  • 文章类型: Journal Article
    小细胞肺癌(SCLC)几乎没有有效的治疗方法。这表明需要探索新的治疗方案。这里,我们专注于靶向L1细胞粘附分子(L1CAM)的抗体-药物偶联物(ADC)。几个公开可用的数据库显示,(1)L1CAM在SCLC细胞系和组织中的表达水平高于肺腺癌的表达水平,(2)L1CAM在SCLC组织中的表达水平略高于邻近的正常组织。我们使用抗L1CAM单克隆抗体(称为HSL175,内部开发)和重组蛋白DT3C进行了一系列体外实验,它由缺乏受体结合域但含有链球菌蛋白G的C1,C2和C3域的白喉毒素组成。我们的HSL175-DT3C缀合物理论上仅在缀合物通过抗原-抗体相互作用被靶标(L1CAM阳性)细胞内化时才杀死细胞。缀合物(ADC类似物)对两种SCLC-N(NEUROD1显性)细胞系有效,Lu-135和STC-1,导致生存力降低。此外,L1CAM沉默使两种细胞系对HSL175-DT3C缀合物具有抗性。这些发现表明由基于HSL175的人源化单克隆抗体和有效的抗癌药物组成的ADC将对SCLC-N细胞有效。
    Few effective treatments are available for small cell lung cancer (SCLC), indicating the need to explore new therapeutic options. Here, we focus on an antibody-drug conjugate (ADC) targeting the L1 cell adhesion molecule (L1CAM). Several publicly available databases reveal that (1) L1CAM is expressed at higher levels in SCLC cell lines and tissues than in those of lung adenocarcinoma and (2) the expression levels of L1CAM are slightly higher in SCLC tissues than in adjacent normal tissues. We conducted a series of in vitro experiments using an anti-L1CAM monoclonal antibody (termed HSL175, developed in-house) and the recombinant protein DT3C, which consists of diphtheria toxin lacking the receptor-binding domain but containing the C1, C2, and C3 domains of streptococcal protein G. Our HSL175-DT3C conjugates theoretically kill cells only when the conjugates are internalized by the target (L1CAM-positive) cells through antigen-antibody interaction. The conjugates (an ADC analog) were effective against two SCLC-N (NEUROD1 dominant) cell lines, Lu-135 and STC-1, resulting in decreased viability. In addition, L1CAM silencing rendered the two cell lines resistant to HSL175-DT3C conjugates. These findings suggest that an ADC consisting of a humanized monoclonal antibody based on HSL175 and a potent anticancer drug would be effective against SCLC-N cells.
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  • 文章类型: Journal Article
    神经元重编程是再生医学取得重大进展的一种有前途的方法。与诱导多能干细胞的方法不同,神经元重编程将非神经元细胞转化为神经元,而无需经历原始干细胞阶段。体内神经元重编程通过过表达重编程因子将神经胶质细胞的细胞命运改变为神经组织中的神经元,从而使这种方法达到更高的水平。尽管关于新产生的神经元的验证和解释的争论仍在继续,体内神经元重编程仍然是一种可行的方法,并有可能成为进一步优化和完善的临床治疗方法。这里,我们讨论了主要的神经元重编程因子(主要是在发育过程中的神经原转录因子),特别是它们在神经发生和重编程过程中的表达水平的重要性集中在NeuroD1。在发育中的中枢神经系统中,这些前神经源性转录因子通常会引起不同的时空表达模式,这对它们在生成成熟神经元中的功能至关重要。我们认为,在将成年细胞重编程为神经元并进一步编程为具有亚型身份的成熟神经元的过程中,可能同样需要这些动态表达模式。我们还总结了现有的方法,并提出了控制基因表达水平的新方法,以成功实现重编程结果。
    Neuronal reprogramming is a promising approach for making major advancement in regenerative medicine. Distinct from the approach of induced pluripotent stem cells, neuronal reprogramming converts non-neuronal cells to neurons without going through a primitive stem cell stage. In vivo neuronal reprogramming brings this approach to a higher level by changing the cell fate of glial cells to neurons in neural tissue through overexpressing reprogramming factors. Despite the ongoing debate over the validation and interpretation of newly generated neurons, in vivo neuronal reprogramming is still a feasible approach and has the potential to become clinical treatment with further optimization and refinement. Here, we discuss the major neuronal reprogramming factors (mostly pro-neurogenic transcription factors during development), especially the significance of their expression levels during neurogenesis and the reprogramming process focusing on NeuroD1. In the developing central nervous system, these pro-neurogenic transcription factors usually elicit distinct spatiotemporal expression patterns that are critical to their function in generating mature neurons. We argue that these dynamic expression patterns may be similarly needed in the process of reprogramming adult cells into neurons and further into mature neurons with subtype identities. We also summarize the existing approaches and propose new ones that control gene expression levels for a successful reprogramming outcome.
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  • 文章类型: Journal Article
    已知许多基因在广泛的组织损伤后调节视网膜再生。相反,有限细胞损失后控制再生的基因,根据退行性疾病,未定义。随着干细胞/祖细胞对损伤水平的反应,了解细胞损失的程度和特异性如何影响再生过程是很重要的。这里,使用能够选择性视网膜神经节细胞(RGC)消融的转基因斑马鱼来鉴定调节RGC再生的基因。对101个基因的单细胞多组学信息筛选鉴定出7个抑制RGC再生的敲除和11个促进RGC再生的敲除。令人惊讶的是,36个已知/涉及广泛视网膜损伤后再生所需的基因中的35个不需要RGC再生。和七个甚至增强的再生动力学,包括神经前因子neurog1、olig2和ascl1a。机制分析显示,ascl1a破坏增加了祖细胞产生RGC的倾向;即增加了“命运偏见”。这些数据证明了Müller神经胶质如何转化为茎样状态的可塑性以及基因在再生过程中如何发挥作用的背景特异性。增加对疾病相关细胞类型的再生如何被特别控制的理解将支持疾病定制的再生疗法的发展。
    Many genes are known to regulate retinal regeneration after widespread tissue damage. Conversely, genes controlling regeneration after limited cell loss, as per degenerative diseases, are undefined. As stem/progenitor cell responses scale to injury levels, understanding how the extent and specificity of cell loss impact regenerative processes is important. Here, transgenic zebrafish enabling selective retinal ganglion cell (RGC) ablation were used to identify genes that regulate RGC regeneration. A single cell multiomics-informed screen of 100 genes identified seven knockouts that inhibited and 11 that promoted RGC regeneration. Surprisingly, 35 out of 36 genes known and/or implicated as being required for regeneration after widespread retinal damage were not required for RGC regeneration. The loss of seven even enhanced regeneration kinetics, including the proneural factors neurog1, olig2 and ascl1a. Mechanistic analyses revealed that ascl1a disruption increased the propensity of progenitor cells to produce RGCs, i.e. increased \'fate bias\'. These data demonstrate plasticity in the mechanism through which Müller glia convert to a stem-like state and context specificity in how genes function during regeneration. Increased understanding of how the regeneration of disease-relevant cell types is specifically controlled will support the development of disease-tailored regenerative therapeutics.
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  • 文章类型: Journal Article
    现在,根据转录调节因子(NEUROD1,ASCL1,POU2F3,YAP1)和DLL3的表达对肺的小细胞癌(SMC)进行分子分类,DLL3已成为研究性治疗靶标。PLCG2已显示出具有干细胞样和前转移特征和不良预后的肺SMC的不同亚群。我们分析了这些新的神经内分泌标志物的表达及其与传统神经内分泌标志物和患者预后的关联膀胱神经内分泌癌(NEC)队列中的103个SMC和19个大细胞神经内分泌癌(LCNEC)在组织微阵列中组装。评估共表达模式,并结合详细的临床注释,包括总体(OS)和无复发生存期(RFS)以及对新辅助/辅助化疗的反应。我们根据ASCL1,NEUROD1和POU2F3的表达确定了膀胱SMC中五种不同的分子亚型:ASCL1/NEUROD1-(n=33;34%),ASCL1-/NEUROD1+(n=21;21%),ASCL1+/NEUROD1+(n=17;17%),POU2F3+(n=22,22%),和ASCL1-/NEUROD1-/POU2F3-(n=5,5%)。POU2F3+肿瘤与表达ASCL1和NEUROD1的肿瘤相互排斥,并表现出传统神经内分泌标志物的较低表达。在33个肿瘤(32%)中记录到PLCG2表达,并且与POU2F3表达高度相关(p<0.001)。DLL3在SMC(n=72,82%)和LCNEC(n=11,85%)中均高表达。YAP1的表达富集在非神经内分泌成分中,并与所有神经内分泌标志物呈负相关。在接受根治性膀胱切除术的无转移性疾病的患者中,PLCG2+或POU2F3+肿瘤具有较短的RFS和OS(p<0.05),但它们的表达与转移状态或对新辅助/辅助化疗的反应无关。总之,根据ASCL1,NEUROD1和POU2F3的表达,膀胱的NEC可以分为不同的分子亚型。表达POU2F3的肿瘤代表膀胱NEC的ASCL1/NEUROD1阴性子集,其特征在于传统神经内分泌标志物的较低表达。标记表达模式在SMC和LCNEC中相似。PLCG2和POU2F3的表达与较短的无复发和总生存期相关。DLL3在膀胱的SMC和LCNEC中均以高水平表达,提名它作为一个潜在的治疗靶点。
    Small cell carcinomas (SMC) of the lung are now molecularly classified based on the expression of transcriptional regulators (NEUROD1, ASCL1, POU2F3, and YAP1) and DLL3, which has emerged as an investigational therapeutic target. PLCG2 has been shown to identify a distinct subpopulation of lung SMC with stem cell-like and prometastasis features and poor prognosis. We analyzed the expression of these novel neuroendocrine markers and their association with traditional neuroendocrine markers and patient outcomes in a cohort of bladder neuroendocrine carcinoma (NEC) consisting of 103 SMC and 19 large cell NEC (LCNEC) assembled in tissue microarrays. Coexpression patterns were assessed and integrated with detailed clinical annotation including overall (OS) and recurrence-free survival (RFS) and response to neoadjuvant/adjuvant chemotherapy. We identified 5 distinct molecular subtypes in bladder SMC based on the expression of ASCL1, NEUROD1, and POU2F3: ASCL1+/NEUROD1- (n = 33; 34%), ASCL1- /NEUROD1+ (n = 21; 21%), ASCL1+/NEUROD1+ (n = 17; 17%), POU2F3+ (n = 22, 22%), and ASCL1- /NEUROD1- /POU2F3- (n = 5, 5%). POU2F3+ tumors were mutually exclusive with those expressing ASCL1 and NEUROD1 and exhibited lower expression of traditional neuroendocrine markers. PLCG2 expression was noted in 33 tumors (32%) and was highly correlated with POU2F3 expression (P < .001). DLL3 expression was high in both SMC (n = 72, 82%) and LCNEC (n = 11, 85%). YAP1 expression was enriched in nonneuroendocrine components and negatively correlated with all neuroendocrine markers. In patients without metastatic disease who underwent radical cystectomy, PLCG2+ or POU2F3+ tumors had shorter RFS and OS (P < .05), but their expression was not associated with metastasis status or response to neoadjuvant/adjuvant chemotherapy. In conclusion, the NEC of the bladder can be divided into distinct molecular subtypes based on the expression of ASCL1, NEUROD1, and POU2F3. POU2F3-expressing tumors represent an ASCL1/NEUROD1-negative subset of bladder NEC characterized by lower expression of traditional neuroendocrine markers. Marker expression patterns were similar in SMC and LCNEC. Expression of PLCG2 and POU2F3 was associated with shorter RFS and OS. DLL3 was expressed at high levels in both SMC and LCNEC of the bladder, nominating it as a potential therapeutic target.
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  • 文章类型: Journal Article
    多巴胺能神经元是影响帕金森病的主要脑细胞。由于活的人脑多巴胺能神经元对帕金森病病理机制的研究有限,多巴胺能神经元已经从人类皮肤细胞衍生的诱导多能干细胞产生。最初,诱导多能干细胞来源的多巴胺能神经元使用小分子产生。这些神经元需要两个多月才能成熟。然而,转录因子介导的诱导多能干细胞分化揭示了产生多巴胺能神经元的更快、更便宜的方法.在这项研究中,我们比较和对比了三种使用转录因子介导的定向分化产生诱导多能干细胞衍生多巴胺能神经元的方案.我们偏离了使用慢病毒转导将不同转录因子稳定整合到诱导多能干细胞的AAVS1安全港基因座中的既定方案。我们使用不同的培养基成分在培养物中产生90%以上的神经元,其中超过85%的神经元在三周内是多巴胺能神经元。因此,从我们的比较研究来看,我们发现,转录因子与小分子治疗的组合可能需要产生人类多巴胺能神经元的纯群体。
    Dopaminergic neurons are the predominant brain cells affected in Parkinson\'s disease. With the limited availability of live human brain dopaminergic neurons to study pathological mechanisms of Parkinson\'s disease, dopaminergic neurons have been generated from human-skin-cell-derived induced pluripotent stem cells. Originally, induced pluripotent stem-cell-derived dopaminergic neurons were generated using small molecules. These neurons took more than two months to mature. However, the transcription-factor-mediated differentiation of induced pluripotent stem cells has revealed quicker and cheaper methods to generate dopaminergic neurons. In this study, we compared and contrasted three protocols to generate induced pluripotent stem-cell-derived dopaminergic neurons using transcription-factor-mediated directed differentiation. We deviated from the established protocols using lentivirus transduction to stably integrate different transcription factors into the AAVS1 safe harbour locus of induced pluripotent stem cells. We used different media compositions to generate more than 90% of neurons in the culture, out of which more than 85% of the neurons were dopaminergic neurons within three weeks. Therefore, from our comparative study, we reveal that a combination of transcription factors along with small molecule treatment may be required to generate a pure population of human dopaminergic neurons.
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  • 文章类型: Journal Article
    肿瘤细胞可塑性有助于肿瘤内异质性和治疗抗性。通过细胞可塑性,一些肺腺癌(LUAD)细胞转化为神经内分泌(NE)肿瘤细胞。然而,NE细胞可塑性的机制尚不清楚。CRACD(肌动蛋白动力学的封端蛋白抑制调节剂),封端蛋白抑制剂,在癌症中经常失活。CRACD敲除(KO)足以抑制肺上皮和LUAD细胞中NE相关基因的表达。在LUAD小鼠模型中,CracdKO增加肿瘤内异质性与NE基因表达。单细胞转录组分析表明,CracdKO诱导的NE细胞可塑性与细胞去分化和干性相关通路激活有关。LUAD患者肿瘤的单细胞转录组学分析概括了表达NE基因的不同LUADNE细胞簇与受损的肌动蛋白重塑共富集。这项研究揭示了CRACD在限制NE细胞可塑性中的关键作用,该可塑性诱导了LUAD的细胞去分化。
    Tumor cell plasticity contributes to intratumoral heterogeneity and therapy resistance. Through cell plasticity, some lung adenocarcinoma (LUAD) cells transform into neuroendocrine (NE) tumor cells. However, the mechanisms of NE cell plasticity remain unclear. CRACD (capping protein inhibiting regulator of actin dynamics), a capping protein inhibitor, is frequently inactivated in cancers. CRACD knockout (KO) is sufficient to de-repress NE-related gene expression in the pulmonary epithelium and LUAD cells. In LUAD mouse models, Cracd KO increases intratumoral heterogeneity with NE gene expression. Single-cell transcriptomic analysis showed that Cracd KO-induced NE cell plasticity is associated with cell de-differentiation and stemness-related pathway activation. The single-cell transcriptomic analysis of LUAD patient tumors recapitulates that the distinct LUAD NE cell cluster expressing NE genes is co-enriched with impaired actin remodeling. This study reveals the crucial role of CRACD in restricting NE cell plasticity that induces cell de-differentiation of LUAD.
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  • 文章类型: Journal Article
    围产期暴露于丙戊酸通常用于自闭症谱系障碍(ASD)动物模型的开发。已提出VPA抑制组蛋白脱乙酰酶可诱导神经发育过程中的表观遗传变化。但与ASD样行为改变相关的基因表达的具体改变仍不清楚.我们在4周龄新生丙戊酸暴露动物的海马中使用了基于qPCR的基因表达和表观遗传学工具以及Western印迹,并进行了社交互动测试以检测行为变化。在男性中观察到基因表达的显着变化,特别是关于Foxo3的mRNA表达,这与行为变化显着相关。此外,在H3K27ac染色质免疫沉淀中观察到显著差异,定量PCR(ChIP-qPCR),以及靶向Foxo3基因启动子区的基于甲基化敏感限制性内切酶的qPCR。这些发现提供了证据,表明表观遗传调节的海马Foxo3表达可能会影响与社会互动相关的行为变化。此外,在该模型中识别性别特异性基因表达和表观遗传变化可能阐明自闭症谱系障碍患病率中观察到的性别差异.
    Perinatal exposure to valproic acid is commonly used for autism spectrum disorder (ASD) animal model development. The inhibition of histone deacetylases by VPA has been proposed to induce epigenetic changes during neurodevelopment, but the specific alterations in genetic expression underlying ASD-like behavioral changes remain unclear. We used qPCR-based gene expression and epigenetics tools and Western blotting in the hippocampi of neonatal valproic acid-exposed animals at 4 weeks of age and conducted the social interaction test to detect behavioral changes. Significant alterations in gene expression were observed in males, particularly concerning mRNA expression of Foxo3, which was significantly associated with behavioral changes. Moreover, notable differences were observed in H3K27ac chromatin immunoprecipitation, quantitative PCR (ChIP-qPCR), and methylation-sensitive restriction enzyme-based qPCR targeting the Foxo3 gene promoter region. These findings provide evidence that epigenetically regulated hippocampal Foxo3 expression may influence social interaction-related behavioral changes. Furthermore, identifying sex-specific gene expression and epigenetic changes in this model may elucidate the sex disparity observed in autism spectrum disorder prevalence.
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  • 文章类型: Journal Article
    嗅觉上皮从基底干细胞经历神经元再生,并且对嗅觉神经母细胞瘤(ONB)敏感,一种起源不明的罕见肿瘤.在Rb1/Trp53/Myc(RPM)中使用改变,我们建立了表现出NEUROD1+未成熟神经元表型的高度转移性ONB的基因工程小鼠模型。我们证明球状基底细胞(GBC)是ONB的允许起源细胞,并且ONB表现出细胞命运异质性,可以模拟正常的GBC发育轨迹。RPMONB中的ASCL1丢失导致非神经元组织病理学的出现,包括POU2F3+微型化状态。类似于小细胞肺癌(SCLC),小鼠和人类ONB表现出互斥的NEUROD1和POU2F3样状态,免疫冷肿瘤微环境,肿瘤内细胞命运异质性包括神经元和非神经元谱系,和细胞命运可塑性-通过基于条形码的谱系追踪和单细胞转录组学证明。总的来说,我们的研究结果强调了ONB和神经内分泌肿瘤之间的保守相似性,对ONB的分类和治疗具有重要意义.
    The olfactory epithelium undergoes neuronal regeneration from basal stem cells and is susceptible to olfactory neuroblastoma (ONB), a rare tumor of unclear origins. Employing alterations in Rb1/Trp53/Myc (RPM), we establish a genetically engineered mouse model of high-grade metastatic ONB exhibiting a NEUROD1+ immature neuronal phenotype. We demonstrate that globose basal cells (GBCs) are a permissive cell of origin for ONB and that ONBs exhibit cell fate heterogeneity that mimics normal GBC developmental trajectories. ASCL1 loss in RPM ONB leads to emergence of non-neuronal histopathologies, including a POU2F3+ microvillar-like state. Similar to small-cell lung cancer (SCLC), mouse and human ONBs exhibit mutually exclusive NEUROD1 and POU2F3-like states, an immune-cold tumor microenvironment, intratumoral cell fate heterogeneity comprising neuronal and non-neuronal lineages, and cell fate plasticity-evidenced by barcode-based lineage tracing and single-cell transcriptomics. Collectively, our findings highlight conserved similarities between ONB and neuroendocrine tumors with significant implications for ONB classification and treatment.
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  • 文章类型: Journal Article
    神经内分泌癌(NECs)是极其致命的恶性肿瘤,几乎可以在任何解剖部位出现。NEC的表征受到它们的稀有性和显著的组织间和组织内异质性的阻碍。在这里,通过对来自31个不同组织的1000多个NEC的综合分析,我们揭示了它们与组织无关的趋同,并进一步揭示了由不同转录调节因子驱动的分子分歧。因此,泛组织NEC被归类为由ASCL1,NEUROD1,HNF4A,POU2F3和YAP1。描绘了这些亚型的全面肖像,突出亚型特异性转录程序,基因组改变,演化轨迹,治疗漏洞,和临床病理表现。值得注意的是,新发现的以HNF4A为主的H亚型表现出胃肠道样特征,野生型RB1,独特的神经内分泌分化,化疗反应差,和普遍的大细胞形态。统一分类范式的提议阐明了NEC异质性的转录基础,并弥合了不同谱系和细胞形态学变异之间的差距。其中亚型的环境依赖性患病率是其表型差异的基础。
    Neuroendocrine carcinomas (NECs) are extremely lethal malignancies that can arise at almost any anatomic site. Characterization of NECs is hindered by their rarity and significant inter- and intra-tissue heterogeneity. Herein, through an integrative analysis of over 1,000 NECs originating from 31 various tissues, we reveal their tissue-independent convergence and further unveil molecular divergence driven by distinct transcriptional regulators. Pan-tissue NECs are therefore categorized into five intrinsic subtypes defined by ASCL1, NEUROD1, HNF4A, POU2F3, and YAP1. A comprehensive portrait of these subtypes is depicted, highlighting subtype-specific transcriptional programs, genomic alterations, evolution trajectories, therapeutic vulnerabilities, and clinicopathological presentations. Notably, the newly discovered HNF4A-dominated subtype-H exhibits a gastrointestinal-like signature, wild-type RB1, unique neuroendocrine differentiation, poor chemotherapeutic response, and prevalent large-cell morphology. The proposal of uniform classification paradigm illuminates transcriptional basis of NEC heterogeneity and bridges the gap across different lineages and cytomorphological variants, in which context-dependent prevalence of subtypes underlies their phenotypic disparities.
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  • 文章类型: Journal Article
    这项研究的目的是根据染色质调节因子相关基因鉴定乳腺癌的分子亚型。
    癌症基因组图谱-乳腺癌队列的RNA测序数据来自官方网站,而单细胞数据是从基因表达综合数据库(GSE176078)下载的。使用乳腺癌国际联盟的分子分类学数据集进行验证。此外,免疫特性,肿瘤干性,异质性,并对这些分子亚型的临床特征进行分析。使用定量实时聚合酶链反应(qRT-PCR)和细胞计数试剂盒-8(CCK8)测定在体外检查染色质调节剂与化疗抗性之间的相关性。
    这项研究确定了三种具有不同预后和病理特征的稳定分子亚型。基因本体论,京都基因和基因组百科全书,和蛋白质-蛋白质相互作用分析表明,差异表达的基因与疾病过程有关,如有丝分裂核分裂,染色体分离,凝聚染色体,和特定的染色体区域。T分期和亚型与临床特征相关。肿瘤异质性(突变等位基因肿瘤异质性,肿瘤突变负担,纯度,和同源重组缺陷)和肿瘤干性(基于RNA表达的干性评分,基于表观遗传调控RNA表达的干性评分,基于DNA甲基化的干性评分,和表观遗传调节的基于DNA甲基化的干性评分)在三种亚型之间显着变化。此外,西方印迹,qRT-PCR,CCK8检测表明,ASCL1的表达与乳腺癌化疗耐药呈正相关。
    这项研究根据染色质调节剂确定了乳腺癌的亚型,并分析了其临床特征,基因突变状态,免疫表型,和药物敏感性。这项研究的结果为评估临床预后和制定个性化治疗策略提供了有效的策略。
    UNASSIGNED: The aim of this study was to identify the molecular subtypes of breast cancer based on chromatin regulator-related genes.
    UNASSIGNED: The RNA sequencing data of The Cancer Genome Atlas-Breast Cancer cohort were obtained from the official website, while the single-cell data were downloaded from the Gene Expression Omnibus database (GSE176078). Validation was performed using the Molecular Taxonomy of Breast Cancer International Consortium dataset. Furthermore, the immune characteristics, tumor stemness, heterogeneity, and clinical characteristics of these molecular subtypes were analyzed. The correlation between chromatin regulators and chemotherapy resistance was examined in vitro using the quantitative real-time polymerase chain reaction (qRT-PCR) and Cell Counting Kit-8 (CCK8) assays.
    UNASSIGNED: This study identified three stable molecular subtypes with different prognostic and pathological features. Gene Ontology, Kyoto Encyclopedia of Genes and Genomes, and protein-protein interaction analyses revealed that the differentially expressed genes were associated with disease processes, such as mitotic nuclear division, chromosome segregation, condensed chromosome, and specific chromosome region. The T stage and subtypes were correlated with the clinical features. Tumor heterogeneity (mutant-allele tumor heterogeneity, tumor mutational burden, purity, and homologous recombination deficiency) and tumor stemness (RNA expression-based stemness score, epigenetically regulated RNA expression-based stemness score, DNA methylation-based stemness score, and epigenetically regulated DNA methylation-based stemness score) significantly varied between the three subtypes. Furthermore, Western blotting, qRT-PCR, and CCK8 assays demonstrated that the expression of ASCL1 was positively correlated with chemotherapy resistance in breast cancer.
    UNASSIGNED: This study identified the subtypes of breast cancer based on chromatin regulators and analyzed their clinical features, gene mutation status, immunophenotype, and drug sensitivity. The results of this study provide effective strategies for assessing clinical prognosis and developing personalized treatment strategies.
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