Genetic heterogeneity

遗传异质性
  • 文章类型: Journal Article
    伤寒在世界许多地方是地方病,在热带和亚热带发展中国家仍然是一个主要的公共卫生问题,包括斐济。为了解决伤寒发病率高的问题,斐济北部分部在2023年实施了伤寒结合疫苗(与破伤风类毒素结合的Vi-多糖)的大规模疫苗接种,作为一项公共卫生控制措施.在这项研究中,我们定义了在全岛接种疫苗之前北部地区伤寒沙门氏菌的基因组流行病学,对2017-2019年期间斐济北部和中部分区总病例的85%(n=419)进行测序。我们发现,相对于斐济特有的伤寒沙门氏菌基因型4.2中的核心基因组水平,tviD和tviE基因(负责Vi多糖合成)中的核苷酸多态性率升高。这些发现在12382个具有全球代表性的数据库中扩展。表明tvi选择已经独立和全局发生。尚未完全阐明tvi突变对Vi荚膜结构和其他表型特征的功能影响,然而,当覆盖预测的TviE蛋白结构时,常见的tviE多态性位于预测的活性位点残基附近。鉴于Vi-多糖在伤寒沙门氏菌生物学和疫苗接种中的核心作用,进一步综合流行病学,基因组和表型监测需要确定这些突变的传播和功能影响.
    Typhoid fever is endemic in many parts of the world and remains a major public health concern in tropical and sub-tropical developing nations, including Fiji. To address high rates of typhoid fever, the Northern Division of Fiji implemented a mass vaccination with typhoid conjugate vaccine (Vi-polysaccharide conjugated to tetanus toxoid) as a public health control measure in 2023. In this study we define the genomic epidemiology of Salmonella Typhi in the Northern Division prior to island-wide vaccination, sequencing 85% (n=419) of the total cases from the Northern and Central Divisions of Fiji that occurred in the period 2017-2019. We found elevated rates of nucleotide polymorphisms in the tviD and tviE genes (responsible for Vi-polysaccharide synthesis) relative to core genome levels within the Fiji endemic S. Typhi genotype 4.2. Expansion of these findings within a globally representative database of 12 382 S. Typhi (86 genotyphi clusters) showed evidence of convergent evolution of the same tviE mutations across the S. Typhi population, indicating that tvi selection has occurred both independently and globally. The functional impact of tvi mutations on the Vi-capsular structure and other phenotypic characteristics are not fully elucidated, yet commonly occurring tviE polymorphisms localize adjacent to predicted active site residues when overlayed against the predicted TviE protein structure. Given the central role of the Vi-polysaccharide in S. Typhi biology and vaccination, further integrated epidemiological, genomic and phenotypic surveillance is required to determine the spread and functional implications of these mutations.
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  • 文章类型: Journal Article
    在酿酒酵母中,已经描述了两种类型的海藻糖酶活性。中性海藻糖酶(Nth1和Nth2)被认为是催化细胞内海藻糖动员的主要蛋白质。除Nth1和Nth2外,研究表明,酸性海藻糖酶Ath1是细胞外海藻糖降解所必需的。尽管已经在酿酒酵母的实验室菌株中主要研究了中性和酸性海藻糖酶,我们试图研究破坏野生菌株中这些基因的表型后果。在这项研究中,我们在5个不同的酿酒酵母菌株中构建了海藻糖降解途径(NTH1,NTH2和ATH1)的突变体,以检查已发表的实验室菌株的表型是否也由野生菌株表现出来.对于每个突变体,我们评估了许多表型,以与海藻糖生物合成突变体进行比较。包括海藻糖生产,糖原生产,细胞大小,急性耐热性,高温生长,孢子形成效率,以及在丰富和基本培养基中的各种碳源上的生长。我们发现所有的海藻糖酶突变体包括单个缺失nth1Δ,nth2Δ,和ath1Δ,与它们的等基因野生型细胞相比,双缺失nth1nth2Δ积累了更高的细胞内海藻糖水平。此外,nth1Δ和nth1Δnth2Δ突变体表现出轻度的热敏感性,提示当细胞从压力中恢复时,海藻糖动员的潜在次要作用。此外,我们评估了与海藻糖降解更直接相关的表型,包括细胞外和细胞内海藻糖的利用。我们发现细胞内海藻糖水解对于典型的孢子萌发进程至关重要,强调海藻糖在细胞周期调节中的作用,可能作为一种储存碳水化合物提供糖酵解燃料。此外,我们的工作提供了进一步的证据,表明Ath1对于细胞外海藻糖作为碳源的利用是必不可少的,即使在AGT1的存在。
    In the yeast Saccharomyces cerevisiae, two types of trehalase activities have been described. Neutral trehalases (Nth1 and Nth2) are considered to be the main proteins that catalyze intracellular trehalose mobilization. In addition to Nth1 and Nth2, studies have shown that acid trehalase Ath1 is required for extracellular trehalose degradation. Although both neutral and acid-type trehalases have been predominantly investigated in laboratory strains of S. cerevisiae, we sought to examine the phenotypic consequences of disrupting these genes in wild strains. In this study, we constructed mutants of the trehalose degradation pathway (NTH1, NTH2, and ATH1) in five diverse S. cerevisiae strains to examine whether published lab strain phenotypes are also exhibited by wild strains. For each mutant we assessed a number of phenotypes for comparison to trehalose biosynthesis mutants, including trehalose production, glycogen production, cell size, acute thermotolerance, high temperature growth, sporulation efficiency, and growth on a variety of carbon sources in rich and minimal medium. We found that all trehalase mutants including single deletion nth1Δ, nth2Δ, and ath1Δ, as well as double deletion nth1nth2Δ accumulated higher intracellular trehalose levels compared to their isogenic wild type cells. Also, nth1Δ and nth1Δnth2Δ mutants exhibited mild thermal sensitivity, suggesting a potential minor role for trehalose mobilization when cells recover from stress. In addition, we evaluated phenotypes more directly relevant to trehalose degradation, including both extracellular and intracellular trehalose utilization. We discovered that intracellular trehalose hydrolysis is critical for typical spore germination progression, highlighting a role for trehalose in cell cycle regulation, likely as a storage carbohydrate providing glycolytic fuel. Additionally, our work provides further evidence suggesting Ath1 is indispensable for extracellular trehalose utilization as a carbon source, even in the presence of AGT1.
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  • 文章类型: Journal Article
    背景:这项研究调查了原发性和转移性黑色素瘤中KIT基因的突变谱,强调遗传异质性的重要性。
    方法:这项研究是一项回顾性队列研究,包括从圣保罗医院获得的福尔马林固定和石蜡包埋的黑色素瘤样本,巴西,在1996年和2010年之间。该研究包括浅表扩散(SSM)和肢端淡色(AL)亚型的原发性黑色素瘤及其转移,使用下一代测序探索遗传异质性。
    结果:尽管由于质量问题丢失了57个样品,分析了来自20名患者的27个样本,揭示了AL和SSM亚型之间几乎相等的分布。两种组织学亚型均显示KIT基因变异,包括以前未描述的变异和多态性,强调此类突变在黑色素瘤发病机制中的作用以及靶向治疗的潜力。在两种组织学亚型中也观察到肿瘤异质性。
    结论:该研究强调了黑色素瘤的复杂性,由肿瘤内部和整个肿瘤的不同突变景观驱动,并倡导基于详细分子谱分析的个性化治疗方法。尽管有样本量等限制,这项研究为进一步调查黑色素瘤的遗传复杂性和治疗脆弱性奠定了基础。
    BACKGROUND: This study investigates the mutational profile of the KIT gene in primary and metastatic melanomas, highlighting the significance of genetic heterogeneity.
    METHODS: This research is a retrospective cohort that includes formalin-fixed and paraffin-embedded melanoma samples obtained from Hospital São Paulo, Brazil, between the years of 1996 and 2010. The research encompasses primary melanomas of the superficial spreading (SSM) and acral lentiginous (AL) subtypes and their metastases, using next-generation sequencing to explore genetic heterogeneity.
    RESULTS: Despite losing 57 samples due to quality issues, 27 samples from 20 patients were analyzed, revealing a nearly equal distribution between AL and SSM subtypes. Both histological subtypes revealed KIT gene variants, including previously undescribed variants and polymorphisms, emphasizing the role of such mutations in melanoma pathogenesis and the potential for targeted therapies. Tumor heterogeneity was also observed in both histological subtypes.
    CONCLUSIONS: The study underscores the complexity of melanoma, driven by diverse mutational landscapes within and across tumors and advocates for personalized treatment approaches based on detailed molecular profiling. Despite limitations like sample size, this research lays the groundwork for further investigation into melanoma\'s genetic intricacies and therapeutic vulnerabilities.
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  • 文章类型: Journal Article
    背景:癌细胞的转移受其固有特征和肿瘤微环境(TME)的影响。然而,乳腺癌结前转移的分子机制尚不清楚.
    方法:我们整合了来自6个单细胞数据集的54个样本的216,963个细胞,以描绘原发性肿瘤和结前转移之间的细胞景观差异。
    结果:我们揭示了三种不同的转移性上皮细胞亚型(Epi1、Epi2和Epi3),表现出不同的转移机制。具体来说,Epi1亚型的标记基因KCNK15沿着细胞分化轨迹表现出增加的基因表达,并受到转录因子ASCL1的特异性调控.在Epi3子类型中,我们强调NR2F1是靶向标记基因MUCL1的调节因子.此外,我们发现Epi2和Epi3亚型共享一些规则子,如ZEB1和NR2C1。同样,我们确定了TME中基质细胞和免疫细胞的特定亚型,并发现血管癌相关成纤维细胞可能通过结前转移瘤中的CXCL9+巨噬细胞促进毛细血管形成。转移性上皮细胞的所有三种亚型均与不良预后相关。
    结论:总之,这项研究解剖了乳腺癌结前转移瘤中TME的瘤内异质性和重塑,为乳腺癌转移的潜在机制提供了新的见解。
    BACKGROUND: The metastasis of cancer cells is influenced by both their intrinsic characteristics and the tumor microenvironment (TME). However, the molecular mechanisms underlying pre-nodal metastases of breast cancer remain unclear.
    METHODS: We integrated a total of 216,963 cells from 54 samples across 6 single-cell datasets to profile the cellular landscape differences between primary tumors and pre-nodal metastases.
    RESULTS: We revealed three distinct metastatic epithelial cell subtypes (Epi1, Epi2 and Epi3), which exhibited different metastatic mechanisms. Specifically, the marker gene KCNK15 of the Epi1 subtype exhibited increased gene expression along the cell differentiation trajectory and was specifically regulated by the transcription factor ASCL1. In the Epi3 subtype, we highlighted NR2F1 as a regulator targeting the marker gene MUCL1. Additionally, we found that the Epi2 and Epi3 subtypes shared some regulons, such as ZEB1 and NR2C1. Similarly, we identified specific subtypes of stromal and immune cells in the TME, and discovered that vascular cancer-associated fibroblasts might promote capillary formation through CXCL9+ macrophages in pre-nodal metastases. All three subtypes of metastatic epithelial cells were associated with poor prognosis.
    CONCLUSIONS: In summary, this study dissects the intratumoral heterogeneity and remodeling of the TME in pre-nodal metastases of breast cancer, providing novel insights into the mechanisms underlying breast cancer metastasis.
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  • 文章类型: Journal Article
    结直肠癌(CRC)是世界范围内最常见的肿瘤之一。造成了突出的全球卫生负担。细胞衰老是一种复杂的生理状态,以扩散遏制为特征。这里,我们研究了细胞衰老在CRC异质性中的作用.基于衰老相关基因,将CRC样本分为不同的衰老模式和不同的存活模式,癌症相关的生物过程和免疫细胞浸润。然后开发衰老相关模型来计算衰老相关评分,以全面探索每个CRC样本的异质性,例如基质活动,免疫反应性和药物敏感性。单细胞分析显示,低衰老和高衰老相关模型基因富集组之间存在不同的免疫细胞浸润,经多重免疫荧光染色证实。假时间分析表明,模型基因在B细胞的进化中起关键作用。此外,通过NicheNet建模的细胞间通讯显示,衰老相关模型基因的富集程度较高的肿瘤细胞高表达CXCL2/3和CCL3/4,从而吸引免疫抑制细胞浸润并促进肿瘤转移。最后,通过PPI分析从衰老相关模型基因中鉴定出前6个hub基因。RT-qPCR揭示了hub基因在正常和CRC细胞系中的表达差异,在一定程度上表明衰老相关模型的临床实用性。总而言之,我们的研究探讨了细胞衰老对预后的影响,基于衰老模式的TME和CRC治疗。这为CRC的治疗提供了新的视角。
    Colorectal cancer (CRC) is one of most common tumors worldwide, causing a prominent global health burden. Cell senescence is a complex physiological state, characterized by proliferation arrest. Here, we investigated the role of cellular senescence in the heterogeneity of CRC. Based on senescence-associated genes, CRC samples were classified into different senescence patterns with different survival, cancer-related biological processes and immune cell infiltrations. A senescence-related model was then developed to calculate the senescence-related score to comprehensively explore the heterogeneity of each CRC sample such as stromal activities, immunoreactivities and drug sensitivity. Single-cell analysis revealed there were different immune cell infiltrations between low and high senescence-related model genes enrichment groups, which was confirmed by multiplex immunofluorescence staining. Pseudotime analysis indicated model genes play a pivotal role in the evolution of B cells. Besides, intercellular communication modeled by NicheNet showed tumor cells with higher enrichment of senescence-related model genes highly expressed CXCL2/3 and CCL3/4, which attracted immunosuppressive cell infiltration and promoted tumor metastasis. Finally, top 6 hub genes were identified from senescence-related model genes by PPI analysis. And RT-qPCR revealed the expression differences of hub genes between normal and CRC cell lines, indicating to some extent the clinical practicability of senescence-related model. To sum up, our study explores the impact of cellular senescence on the prognosis, TME and treatment of CRC based on senescence patterns. This provides a new perspective for CRC treatment.
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  • 文章类型: Journal Article
    背景:三阴性乳腺癌(TNBC)是最具侵袭性的乳腺癌(BC)亚型。由于肿瘤内异质性高和转移,TNBC预后差,指出需要探索不同的分子亚型和基因调控网络。
    方法:从基因表达综合(GEO)数据库下载五个原代BC样品的scRNA-seq数据。使用SeuratR包基于过滤和标准化的数据进行聚类,以识别标记基因,随后使用CellMarker数据库对每个子集进行注释。应用AUCellR包以计算每个上皮细胞的标志评分。用FindAllMarkers筛选每个子集的标记基因,并使用注释可视化和集成发现数据库(DAVID)数据库分析其生物学功能。接下来,使用CellChatR包执行cell-cell通信。为了确定关键的调控基因,进行了单细胞调控网络推断和聚类(SCENIC)分析。最后,通过细胞实验验证了关键调控因子的表达和潜在的生物学功能。
    结果:共有29,101个细胞被分为9个细胞亚群,即,成纤维细胞,纤维上皮细胞,上皮细胞1,上皮细胞2,上皮细胞3,内皮细胞,T细胞,血浆B细胞和巨噬细胞。特别是,与非TNBC病理型相比,TNBC病理型中上皮细胞的比例更高,转化生长因子-β(TGF-β)活性更高。此外,四个上皮细胞亚群(标记为硬脂酰辅酶A去饱和酶(SCD1),增殖标志物Ki67(MKI67),膜联蛋白A3(ANXA3)和水通道蛋白5(AQP5)被鉴定为对TNBC致病型的影响最大。细胞间相互作用分析显示,ANXA3上皮细胞亚群通过不同的机制抑制T细胞功能。C-fos基因(FOS)和X-box结合蛋白1(XBP1)被认为是参与TNBC进展的关键调控子。值得注意的是,细胞实验表明,沉默XBP1和过表达FOS可以抑制癌细胞的侵袭。
    结论:基于scRNA-seq数据鉴定的4个上皮细胞亚群和2个关键调控子可以帮助探索肿瘤内异质性分子机制并开发有效的TNBC治疗方法。
    BACKGROUND: Triple-negative breast cancer (TNBC) is the most aggressive subtype of breast cancer (BC). TNBC has a poor prognosis due to high intratumoral heterogeneity and metastasis, pointing to the need to explore distinct molecular subtypes and gene regulatory networks.
    METHODS: The scRNA-seq data of five primary BC samples were downloaded from the Gene Expression Omnibus (GEO) database. Clustering was performed based on filtered and normalized data using the Seurat R package to identify marker genes, which were subsequently annotated to each subset using the CellMarker database. AUCell R package was applied to calculate the hallmark score for each epithelial cell. Marker genes of each subset were screened with FindAllMarkers and their biological functions were analyzed using the Database for Annotation Visualization and Integrated Discovery (DAVID) database. Next, cell-cell communication was performed with the CellChat R package. To identify the key regulatory genes, single-cell regulatory network inference and clustering (SCENIC) analysis was conducted. Finally, the expression and potential biological functions of the key regulatory factors were verified through cellular experiments.
    RESULTS: A total of 29,101 cells were classified into nine cell subsets, namely, Fibroblasts, Fibroepithelial cells, Epithelial cells 1, Epithelial cells 2, Epithelial cells 3, Endothelial cells, T cells, Plasma B cells and Macrophages. Particularly, the epithelial cells had a higher proportion and higher transforming growth factor-β (TGF-β) activity in the TNBC pathotype as compared to the non-TNBC pathotype. Furthermore, four epithelial cell subsets (marked as Stearoyl-CoA Desaturase (SCD1), marker of proliferation Ki67 (MKI67), Annexin A3 (ANXA3) and aquaporin 5 (AQP5)) were identified as having the greatest impact on the TNBC pathotype. Cell-cell interaction analysis revealed that ANXA3-epithelial cell subset suppressed the T cell function through different mechanisms. C-fos gene (FOS) and X-box binding protein 1 (XBP1) were considered critical regulons involved in TNBC progression. Notably, cellular experiments demonstrated that silencing XBP1 and overexpressing FOS inhibited cancer cell invasion.
    CONCLUSIONS: The four epithelial cell subsets and two critical regulons identified based on the scRNA-seq data could help explore the underlying intratumoral heterogeneity molecular mechanism and develop effective therapies for TNBC.
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  • 文章类型: Journal Article
    肿瘤异质性是指在肿瘤细胞之间观察到的多样性:不同肿瘤之间(肿瘤间异质性)和单个肿瘤内(肿瘤内异质性)。这些细胞可以显示不同的形态和表型特征,包括细胞形态的变化,患者的转移潜力和变异性治疗反应。因此,全面了解这种异质性对于破译可能具有诊断和治疗价值的肿瘤特异性机制是必要的.需要创新和多学科的方法来理解这一复杂的特征。在这种情况下,蛋白质基因组学已成为整合基因组学和蛋白质组学等领域的重要资源。通过结合从下一代测序(NGS)技术和质谱(MS)分析获得的数据,蛋白质基因组学旨在提供肿瘤异质性的全面观点。这种方法揭示了与肿瘤亚型相关的分子改变和表型特征,潜在的识别治疗性生物标志物。取得了许多成就;然而,尽管基于蛋白质基因组学的方法学不断进步,仍然存在一些挑战:特别是敏感性和特异性的局限性以及缺乏最佳研究模型.这篇综述强调了蛋白质基因组学对表征肿瘤表型的影响,重点关注其在肿瘤表型表征的不同临床和临床前模型中使用的关键挑战和当前局限性。
    Tumor heterogeneity refers to the diversity observed among tumor cells: both between different tumors (inter-tumor heterogeneity) and within a single tumor (intra-tumor heterogeneity). These cells can display distinct morphological and phenotypic characteristics, including variations in cellular morphology, metastatic potential and variability treatment responses among patients. Therefore, a comprehensive understanding of such heterogeneity is necessary for deciphering tumor-specific mechanisms that may be diagnostically and therapeutically valuable. Innovative and multidisciplinary approaches are needed to understand this complex feature. In this context, proteogenomics has been emerging as a significant resource for integrating omics fields such as genomics and proteomics. By combining data obtained from both Next-Generation Sequencing (NGS) technologies and mass spectrometry (MS) analyses, proteogenomics aims to provide a comprehensive view of tumor heterogeneity. This approach reveals molecular alterations and phenotypic features related to tumor subtypes, potentially identifying therapeutic biomarkers. Many achievements have been made; however, despite continuous advances in proteogenomics-based methodologies, several challenges remain: in particular the limitations in sensitivity and specificity and the lack of optimal study models. This review highlights the impact of proteogenomics on characterizing tumor phenotypes, focusing on the critical challenges and current limitations of its use in different clinical and preclinical models for tumor phenotypic characterization.
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  • 文章类型: Journal Article
    来自不同患者的胶质母细胞瘤细胞系广泛用于肿瘤生物学研究和药物筛选。胶质母细胞瘤的一个关键特征是高水平的瘤间和瘤内异质性,这是治疗耐药性的原因。我们的目的是研究肿瘤内异质性是否在细胞模型中保持。单细胞RNA测序用于研究肿瘤样品和六种患者来源的成胶质细胞瘤细胞系的细胞组成。三种细胞系保留了原始肿瘤的突变谱,而另外三个与它们的前体不同。拷贝数变异分析显示,所有细胞系和肿瘤样品中的基因组均显着重排。肿瘤有最复杂的细胞组成,包括癌细胞和微环境细胞。具有保守基因组的细胞系的细胞多样性较少,在种植过程中,注意到干细胞来源的祖细胞相对增加。基因组与原发性肿瘤不同的细胞系主要包含神经祖细胞和微环境细胞。没有原始肿瘤固有的驱动突变的细胞系的建立可能与培养期间克隆或细胞群体的选择有关。因此,患者来源的胶质母细胞瘤细胞系在其细胞谱上有很大不同,在翻译研究中应该考虑到这一点。
    Glioblastoma cell lines derived from different patients are widely used in tumor biology research and drug screening. A key feature of glioblastoma is the high level of inter- and intratumor heterogeneity that accounts for treatment resistance. Our aim was to investigate whether intratumor heterogeneity is maintained in cell models. Single-cell RNA sequencing was used to investigate the cellular composition of a tumor sample and six patient-derived glioblastoma cell lines. Three cell lines preserved the mutational profile of the original tumor, whereas three others differed from their precursors. Copy-number variation analysis showed significantly rearranged genomes in all the cell lines and in the tumor sample. The tumor had the most complex cell composition, including cancer cells and microenvironmental cells. Cell lines with a conserved genome had less diverse cellularity, and during cultivation, a relative increase in the stem-cell-derived progenitors was noticed. Cell lines with genomes different from those of the primary tumors mainly contained neural progenitor cells and microenvironmental cells. The establishment of cell lines without the driver mutations that are intrinsic to the original tumors may be related to the selection of clones or cell populations during cultivation. Thus, patient-derived glioblastoma cell lines differ substantially in their cellular profile, which should be taken into account in translational studies.
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  • 文章类型: Journal Article
    癌症是一个重要的全球健康问题,肿瘤内异质性引起的治疗挑战。这种异质性主要源于体细胞进化,导致肿瘤内的遗传多样性,和肿瘤细胞的表型可塑性导致可逆的表型变化。然而,这两个因素的相互作用尚未得到严格调查。这里,我们研究了体细胞进化和表型可塑性之间的复杂关系,明确关注细胞迁移和增殖之间的相互作用。这种表型可塑性在胶质母细胞瘤中至关重要,最具侵袭性的脑肿瘤.我们认为体细胞进化改变了肿瘤细胞中表型可塑性的调节,特别是对微环境变化的反应。我们用一本小说来研究这个假设,跟踪单个细胞表型和遗传状态的空间显式模型。我们假设细胞在迁移和增殖状态之间的变化受遗传和突变驱动的基因型和细胞微环境的控制。我们观察到肿瘤边缘的细胞在肿瘤块中进化成有利于迁移而不是增殖,反之亦然。值得注意的是,不同的遗传配置会导致这种表型异质性模式。我们分析预测进化过程的结果,表明它取决于肿瘤的微环境。合成肿瘤表现出不同水平的遗传和表型异质性,我们显示的是治疗后肿瘤复发时间的预测因子。有趣的是,较高的表型异质性预示着不良的治疗结果,与遗传异质性不同。我们的研究为胶质母细胞瘤患者肿瘤复发的异质性模式提供了新的解释。
    Cancer is a significant global health issue, with treatment challenges arising from intratumor heterogeneity. This heterogeneity stems mainly from somatic evolution, causing genetic diversity within the tumor, and phenotypic plasticity of tumor cells leading to reversible phenotypic changes. However, the interplay of both factors has not been rigorously investigated. Here, we examine the complex relationship between somatic evolution and phenotypic plasticity, explicitly focusing on the interplay between cell migration and proliferation. This type of phenotypic plasticity is essential in glioblastoma, the most aggressive form of brain tumor. We propose that somatic evolution alters the regulation of phenotypic plasticity in tumor cells, specifically the reaction to changes in the microenvironment. We study this hypothesis using a novel, spatially explicit model that tracks individual cells\' phenotypic and genetic states. We assume cells change between migratory and proliferative states controlled by inherited and mutation-driven genotypes and the cells\' microenvironment. We observe that cells at the tumor edge evolve to favor migration over proliferation and vice versa in the tumor bulk. Notably, different genetic configurations can result in this pattern of phenotypic heterogeneity. We analytically predict the outcome of the evolutionary process, showing that it depends on the tumor microenvironment. Synthetic tumors display varying levels of genetic and phenotypic heterogeneity, which we show are predictors of tumor recurrence time after treatment. Interestingly, higher phenotypic heterogeneity predicts poor treatment outcomes, unlike genetic heterogeneity. Our research offers a novel explanation for heterogeneous patterns of tumor recurrence in glioblastoma patients.
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  • 文章类型: Journal Article
    背景:细胞性血管纤维瘤,一种罕见的良性间质瘤,由于形态学原因,被分类在13q/RB1肿瘤家族中,免疫组织化学,与梭形细胞脂肪瘤的遗传相似性。这里,遗传数据揭示了细胞性血管纤维瘤的发病异质性。
    方法:使用G显带/核型分析研究了三种细胞性血管纤维瘤,阵列比较基因组杂交,RNA测序,和直接循环测序。
    结果:第一个肿瘤带有del(13)(q12),杂合缺失和RB1基因的最小表达。肿瘤2和3显示与多形性腺瘤基因1(PLAG1)的嵌合体相关的8号染色体异常。在肿瘤2中,组织蛋白酶B(CTSB)与PLAG1(CTSB::PLAG1)融合,而在肿瘤3中,mir-99a-let-7c簇宿主基因(MIR99AHG)与PLAG1(MIR99AHG::PLAG1)融合,两者均导致PLAG1和胰岛素生长因子2的表达升高。
    结论:本研究揭示了导致细胞血管纤维瘤发病异质性的两条遗传途径。第一个与肿瘤的13q/RB1家族对齐,第二个涉及PLAG1-嵌合体。这些发现突出了细胞血管纤维瘤的不同遗传景观,提供潜在诊断策略的见解。
    BACKGROUND: Cellular angiofibroma, a rare benign mesenchymal neoplasm, is classified within the 13q/RB1 family of tumors due to morphological, immunohistochemical, and genetic similarities with spindle cell lipoma. Here, genetic data reveal pathogenetic heterogeneity in cellular angiofibroma.
    METHODS: Three cellular angiofibromas were studied using G-banding/Karyotyping, array comparative genomic hybridization, RNA sequencing, and direct cycling sequencing.
    RESULTS: The first tumor carried a del(13)(q12) together with heterozygous loss and minimal expression of the RB1 gene. Tumors two and three displayed chromosome 8 abnormalities associated with chimeras of the pleomorphic adenoma gene 1 (PLAG1). In tumor 2, the cathepsin B (CTSB) fused to PLAG1 (CTSB::PLAG1) while in tumor 3, the mir-99a-let-7c cluster host gene (MIR99AHG) fused to PLAG1 (MIR99AHG::PLAG1), both leading to elevated expression of PLAG1 and insulin growth factor 2.
    CONCLUSIONS: This study uncovers two genetic pathways contributing to the pathogenetic heterogeneity within cellular angiofibromas. The first aligns with the 13q/RB1 family of tumors and the second involves PLAG1-chimeras. These findings highlight the diverse genetic landscape of cellular angiofibromas, providing insights into potential diagnostic strategies.
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