clonal dynamics

  • 文章类型: Journal Article
    携带体细胞突变的造血干细胞克隆的与年龄相关的扩增被称为克隆造血,并与血液恶性肿瘤有关,心血管疾病,和死亡率增加。随着克隆大小的增加,不良后果的风险大大增加,准确了解促进克隆扩增的机制对于确定潜在的治疗靶点至关重要.克隆扩增和进展为髓样恶性肿瘤是由细胞内在和外在因素的复杂相互作用驱动的,这些因素仍未完全理解。这里,我们回顾了最近提出的估计克隆扩增率的方法是如何实施的,以研究克隆造血的自然史并确定促进克隆扩增的因素。我们讨论了这些因素如何与骨髓性恶性肿瘤的进展有关,并概述了最近的风险预测模型。虽然我们仍处于了解克隆扩张的早期阶段,结合实验模型分析大规模生物库数据将有助于发现促进或抑制克隆生长的因果因素,定义机制,并确定未来临床干预的潜在目标。
    The age-related expansion of hematopoietic stem cell clones carrying somatic mutations is known as clonal hematopoiesis and is linked to hematologic malignancies, cardiovascular diseases, and increased mortality. As the risk for adverse outcomes increases substantially with clone size, a precise understanding of the mechanisms that promote clonal expansion is crucial to identify potential therapeutic targets. Clonal expansion and progression to myeloid malignancies are driven by a complex interplay of cell-intrinsic and extrinsic factors that remain incompletely understood. Here, we review how recently proposed methods to estimate clonal expansion rates have been implemented to study the natural history of clonal hematopoiesis and identify factors that promote clonal expansion. We discuss how these factors relate to progression to myeloid malignancies and recapitulate recent risk prediction models. While we are still in the early stages of understanding clonal expansion, analysis of large-scale biobank data in combination with experimental models will help to discover causal factors promoting or suppressing clone growth, define mechanisms, and identify potential targets for clinical intervention in the future.
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  • 文章类型: Editorial
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  • 文章类型: Journal Article
    检测低水平疾病的能力是我们理解急性髓细胞性白血病(AML)和残留疾病的克隆异质性的关键,这些疾病无法进行常规检测和种子复发。我们开发了一种高灵敏度的下一代测序(HS-NGS)临床检测方法,能够可靠地检测低水平(1x10-5)的FLT3-ITD,经常,AML中的治疗靶向性和预后相关突变。通过在初始诊断和/或临床随访(平均随访22个月)时对来自62名患者的289个纵向样本进行分析,我们揭示了FLT3-ITD亚克隆在诊断时的频繁发生,并证明了当FLT3-ITD在诱导后或之后被清除时,复发风险显着降低。我们对23例患者的诊断和复发样本进行了成对测序,以揭示复发时FLT3-ITD克隆进化的更详细模式,而不是通过敏感性较低的测定可检测到的模式。最后,我们显示,连续活检期间ITD水平升高是即将复发的先兆.我们的发现证实了高灵敏度FLT3-ITD测试的新兴临床实用性,并扩展了我们对FLT3-ITD阳性AML中克隆动力学的理解。
    The ability to detect low-level disease is key to our understanding of clonal heterogeneity in acute myeloid leukemia (AML) and residual disease that elude conventional assays and seed relapse. We developed a high-sensitivity next-generation sequencing (HS-NGS) clinical assay, able to reliably detect low levels (1 × 10-5) of FLT3-ITD, a frequent, therapeutically targetable and prognostically relevant mutation in AML. By applying this assay to 289 longitudinal samples from 62 patients at initial diagnosis and/or clinical follow-up (mean follow-up of 22 months), we reveal the frequent occurrence of FLT3-ITD subclones at diagnosis and demonstrate a significantly decreased relapse risk when FLT3-ITD is cleared after induction or thereafter. We perform pairwise sequencing of diagnosis and relapse samples from 23 patients to uncover more detailed patterns of FLT3-ITD clonal evolution at relapse than is detectable by less-sensitive assays. Finally, we show that rising ITD level during consecutive biopsies is a harbinger of impending relapse. Our findings corroborate the emerging clinical utility of high-sensitivity FLT3-ITD testing and expands our understanding of clonal dynamics in FLT3-ITD-positive AML.
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  • 文章类型: Journal Article
    获得性耐药性的出现限制了抗EGFR疗法西妥昔单抗和帕尼单抗在转移性结直肠癌中的功效。在过去的十年里,临床前和临床队列研究揭示了在EGFR阻断下赋予肿瘤细胞选择性优势的基因组改变,主要是RAS-MEK信号的下游再激活和EGFR(EGFR-ECD)的胞外域突变。液体活检(ctDNA的基因分型)已被确立为一种极好的工具,可以轻松监测患者血液中基因组改变抗性的动力学,并选择患者进行抗EGFR治疗的再攻击。因此,多项临床试验显示,在基因组选择的患者中,使用ctDNA的抗EGFR治疗再激发的临床获益.然而,支持基因组学以外的抗性的替代机制-主要与肿瘤微环境有关-已经被揭示,与一线接受基于化疗的多药治疗的患者特别相关。这篇综述探讨了介导抗EGFR治疗继发性耐药的多方面机制的复杂性以及规避获得性耐药的潜在治疗策略。
    Emergence of acquired resistance limits the efficacy of the anti-EGFR therapies cetuximab and panitumumab in metastatic colorectal cancer. In the last decade, preclinical and clinical cohort studies have uncovered genomic alterations that confer a selective advantage to tumor cells under EGFR blockade, mainly downstream re-activation of RAS-MEK signaling and mutations in the extracellular domain of EGFR (EGFR-ECD). Liquid biopsies (genotyping of ctDNA) have been established as an excellent tool to easily monitor the dynamics of genomic alterations resistance in the blood of patients and to select patients for rechallenge with anti-EGFR therapies. Accordingly, several clinical trials have shown clinical benefit of rechallenge with anti-EGFR therapy in genomically-selected patients using ctDNA. However, alternative mechanisms underpinning resistance beyond genomics -mainly related to the tumor microenvironment-have been unveiled, specifically relevant in patients receiving chemotherapy-based multi-drug treatment in first line. This review explores the complexity of the multifaceted mechanisms that mediate secondary resistance to anti-EGFR therapies and potential therapeutic strategies to circumvent acquired resistance.
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  • 文章类型: Journal Article
    TP53畸变构成骨髓增生异常肿瘤(MDS)和急性髓细胞性白血病(AML)的最高风险子集。国际共识分类质疑MDS和AML之间的爆炸阈值。在这项研究中,我们评估了76例TP53异常患者的MDS和AML之间的区别.我们在TP53基因组学方面观察到MDS和AML之间没有显着差异。整个组的中位总生存期(OS)为223天,但是亚组中的预后区分显示,对于多重等位基因状态加上TP53变异等位基因频率(VAF)>50%的AML,OS(46天)最差。在多变量分析中,未调整的Cox模型显示以下变量是死亡率的独立危险因素:AML(vs.MDS)(风险比[HR]:2.50,置信区间[CI]:1.4-4.4,p=0.001),复杂核型(HR:3.00,CI:1.4-6.1,p=0.003),多重状态(HR:2.30,CI1.3-4.2,p=0.005),和没有造血细胞移植(HCT)(HR:3.90,CI:1.8-8.9,p=0.0009)。克隆动态建模显示,使用一线低甲基化剂的TP53VAF显着降低。这些发现阐明了特异性协变量对TP53异常髓系肿瘤预后的影响,无论MDS还是AML的诊断,并可能影响HCT决策。
    TP53 aberrations constitute the highest risk subset of myelodysplastic neoplasms (MDS) and acute myeloid leukemia (AML). The International Consensus Classification questions the blast threshold between MDS and AML. In this study, we assess the distinction between MDS and AML for 76 patients with TP53 aberrations. We observed no significant differences between MDS and AML regarding TP53 genomics. Median overall survival (OS) was 223 days for the entire group, but prognostic discrimination within subgroups showed the most inferior OS (46 days) for AML with multihit allelic state plus TP53 variant allele frequency (VAF) > 50%. In multivariate analysis, unadjusted Cox models revealed the following variables as independent risk factors for mortality: AML (vs. MDS) (hazard ratio [HR]: 2.50, confidence interval [CI]: 1.4-4.4, p = 0.001), complex karyotype (HR: 3.00, CI: 1.4-6.1, p = 0.003), multihit status (HR: 2.30, CI 1.3-4.2, p = 0.005), and absence of hematopoietic cell transplant (HCT) (HR: 3.90, CI: 1.8-8.9, p = 0.0009). Clonal dynamic modeling showed a significant reduction in TP53 VAF with front-line hypomethylating agents. These findings clarify the impact of specific covariates on outcomes of TP53-aberrant myeloid neoplasms, irrespective of the diagnosis of MDS versus AML, and may influence HCT decisions.
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  • 文章类型: Preprint
    围绕人类前脑内特定脑细胞亚型和谱系关系的解剖起源仍存在争议。因此,在成熟的人脑中直接观察对于完整理解结构组织和细胞起源至关重要。这里,我们利用特定细胞类型内的大脑马赛克变异作为克隆动力学的不同指标,表示为细胞类型特异性马赛克变体条形码分析。来自两个不同的人类神经典型供体的四个半球,我们确定了287和780个马赛克变体(MV),分别用于去卷积克隆动力学。大脑中的克隆扩散和等位基因部分表明,与常驻新皮层兴奋性神经元或常驻基底神经节GABA能抑制性神经元相比,局部海马兴奋性神经元的谱系限制更大。此外,在细胞类型特异性和单细胞水平上同时进行的基因组转录组分析表明,DLX1抑制性神经元亚组的背侧新皮质起源从与兴奋性神经元共有的起源径向分散。最后,MV在一个顶叶内17个位置的分布表明,兴奋性和抑制性神经元的前-后轴克隆扩散的限制先于背-腹轴。因此,细胞型解析的体细胞镶嵌可以揭示控制人类前脑发育的谱系关系。
    Debate remains around anatomic origins of specific brain cell subtypes and lineage relationships within the human forebrain. Thus, direct observation in the mature human brain is critical for a complete understanding of the structural organization and cellular origins. Here, we utilize brain mosaic variation within specific cell types as distinct indicators for clonal dynamics, denoted as cell-type-specific Mosaic Variant Barcode Analysis. From four hemispheres from two different human neurotypical donors, we identified 287 and 780 mosaic variants (MVs), respectively that were used to deconvolve clonal dynamics. Clonal spread and allelic fractions within the brain reveal that local hippocampal excitatory neurons are more lineage-restricted compared with resident neocortical excitatory neurons or resident basal ganglia GABAergic inhibitory neurons. Furthermore, simultaneous genome-transcriptome analysis at both a cell-type-specific and single-cell level suggests a dorsal neocortical origin for a subgroup of DLX1+ inhibitory neurons that disperse radially from an origin shared with excitatory neurons. Finally, the distribution of MVs across 17 locations within one parietal lobe reveals restrictions of clonal spread in the anterior-posterior axis precedes that of the dorsal-ventral axis for both excitatory and inhibitory neurons. Thus cell-type resolved somatic mosaicism can uncover lineage relationships governing the development of the human forebrain.
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  • 文章类型: Journal Article
    由于存在由罕见癌症干细胞(CSC)维持的功能和遗传异质性克隆,许多癌症的根除已被证明具有挑战性。这有助于疾病进展,治疗难治性,和晚期复发。功能性CSC活性的表征需要开发现代克隆跟踪策略。这篇综述描述了基于病毒和基于CRISPR-Cas9的细胞条形码,血统追踪,和基于成像的方法。基于DNA的细胞条形码技术正在成为一种强大而强大的策略,已广泛应用于体外和体内模型系统,包括患者来源的异种移植模型。这篇综述还强调了这些方法在临床和药物发现环境中使用的潜力,并讨论了从这些方法中获得的重要见解。
    The eradication of many cancers has proven challenging due to the presence of functionally and genetically heterogeneous clones maintained by rare cancer stem cells (CSCs), which contribute to disease progression, treatment refractoriness, and late relapse. The characterization of functional CSC activity has necessitated the development of modern clonal tracking strategies. This review describes viral-based and CRISPR-Cas9-based cellular barcoding, lineage tracing, and imaging-based approaches. DNA-based cellular barcoding technology is emerging as a powerful and robust strategy that has been widely applied to in vitro and in vivo model systems, including patient-derived xenograft models. This review also highlights the potential of these methods for use in the clinical and drug discovery contexts and discusses the important insights gained from such approaches.
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  • 文章类型: Journal Article
    干细胞中的突变积累与癌症风险有关。然而,健康组织中大量突变克隆的存在提出了什么限制癌症发生的问题。这里,我们回顾了表征健康组织中突变积累的最新进展,并比较了发育和成年期间干细胞的突变率以及相应的癌症风险。干细胞池内一定水平的诱变可能有利于通过竞争限制恶性克隆的大小。这些知识影响了我们对致癌作用的理解,并对干细胞在再生医学中的使用产生了潜在的影响。
    Mutation accumulation in stem cells has been associated with cancer risk. However, the presence of numerous mutant clones in healthy tissues has raised the question of what limits cancer initiation. Here, we review recent developments in characterizing mutation accumulation in healthy tissues and compare mutation rates in stem cells during development and adult life with corresponding cancer risk. A certain level of mutagenesis within the stem cell pool might be beneficial to limit the size of malignant clones through competition. This knowledge impacts our understanding of carcinogenesis with potential consequences for the use of stem cells in regenerative medicine.
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  • 文章类型: Journal Article
    生发中心(GC)响应于感染和免疫在次级淋巴器官中形成,并且是亲和力成熟的B细胞的来源。GC反应的持续时间范围很广,和长效GCs(LLGC)可能是高度突变的B细胞的来源。我们表明,不是由不断进化的B细胞克隆组成,在小鼠中由流感病毒或SARS-CoV-2感染引起的LLGC通过由不可检测地结合病毒抗原的幼稚来源的入侵者B细胞对创始人克隆的逐步替换来维持。长期抵抗替代的稀有创始人克隆富含具有严重突变的免疫球蛋白的克隆,包括一些对抗原有很高亲和力的,这可以通过提升来回忆。我们的发现揭示了呼吸道病毒感染产生的LLGC生物学的未被重视的方面,并确定了克隆替换是对这些结构内高度突变抗体发展的潜在限制。
    Germinal centers (GCs) form in secondary lymphoid organs in response to infection and immunization and are the source of affinity-matured B cells. The duration of GC reactions spans a wide range, and long-lasting GCs (LLGCs) are potentially a source of highly mutated B cells. We show that rather than consisting of continuously evolving B cell clones, LLGCs elicited by influenza virus or SARS-CoV-2 infection in mice are sustained by progressive replacement of founder clones by naive-derived invader B cells that do not detectably bind viral antigens. Rare founder clones that resist replacement for long periods are enriched in clones with heavily mutated immunoglobulins, including some with very high affinity for antigen, that can be recalled by boosting. Our findings reveal underappreciated aspects of the biology of LLGCs generated by respiratory virus infection and identify clonal replacement as a potential constraint on the development of highly mutated antibodies within these structures.
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  • 文章类型: Journal Article
    感染严重急性呼吸道综合症冠状病毒2(SARS-CoV-2)的儿童患2019年冠状病毒病(COVID-19)的程度低于成人。年龄特异性差异的机制以及对感染诱导的免疫的影响已开始被发现。我们通过纵向多模态分析显示,与具有相同疾病严重程度的成人家庭接触者相比,SARS-CoV-2在轻度/无症状COVID-19儿童的循环T细胞区室中留下了较小的足迹,后者有更多的全身性T细胞干扰素激活的证据,细胞毒性和耗竭。儿童拥有多种多克隆SARS-CoV-2特异性幼稚T细胞,而成年人则拥有克隆扩增的SARS-CoV-2特异性记忆T细胞。在急性COVID-19中,一种新的幼稚干扰素激活的T细胞群扩增,并在成人而不是儿童的康复期间被招募到记忆区。这与成人而不是儿童中强大的CD4记忆T细胞反应的发展有关。这些数据表明,儿童SARS-CoV-2的快速清除可能会损害其细胞免疫力和抵抗再感染的能力。
    Children infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) develop less severe coronavirus disease 2019 (COVID-19) than adults. The mechanisms for the age-specific differences and the implications for infection-induced immunity are beginning to be uncovered. We show by longitudinal multimodal analysis that SARS-CoV-2 leaves a small footprint in the circulating T cell compartment in children with mild/asymptomatic COVID-19 compared to adult household contacts with the same disease severity who had more evidence of systemic T cell interferon activation, cytotoxicity and exhaustion. Children harbored diverse polyclonal SARS-CoV-2-specific naïve T cells whereas adults harbored clonally expanded SARS-CoV-2-specific memory T cells. A novel population of naïve interferon-activated T cells is expanded in acute COVID-19 and is recruited into the memory compartment during convalescence in adults but not children. This was associated with the development of robust CD4+ memory T cell responses in adults but not children. These data suggest that rapid clearance of SARS-CoV-2 in children may compromise their cellular immunity and ability to resist reinfection.
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