next generation sequencing (ngs)

下一代测序 ( NGS )
  • 文章类型: Journal Article
    背景尽管慢性粒细胞白血病(CML)遗传学有进展,一氧化氮(NO)和硫化氢(H2S)基因突变的作用及其与凋亡基因的关系尚不清楚。因此,这项研究使用Sanger测序和下一代测序(NGS)调查了NO和H2S产生基因突变及其与凋亡基因的相互作用。方法进行全血细胞计数(CBC)以测量白细胞的总数,而IL-6水平在对照和CML患者中使用ELISA技术进行评估。Sanger测序用于分析CTH和NOS3基因的突变,而NGS用于检查所有染色体上的突变。结果CML患者的白细胞(WBC)和粒细胞计数明显高于对照组(p<0.0001),和单核细胞计数类似地更高(p<0.05)。白细胞介素-6(IL-6)水平在CML患者中显著高于对照组(p<0.0001),表明可能与CML病因或进展有关。已经在这两个基因中发现了多个突变,特别是在CTH外显子12和NOS3基因VNTR中,T786C,和G894T。本研究还使用IL-6测定法测量IL-6浓度,确定其作为CML预后诊断的潜力。白细胞计数,粒细胞计数,和中档绝对计数,或MID计数,CML患者明显高于正常对照组。NGS在CML患者中鉴定出1643个体细胞和性染色体异常和439个活跃表达的基因。与其他数据库相比,该发现暗示了CML发展中BCR-ABL1突变之外的基因组景观。结论总之,本研究通过鉴定NO-和H2S产生基因的突变及其与凋亡相关基因的复杂联系,促进了对CML遗传特征的理解.通过Sanger测序和NGS获得的全面遗传图谱为确定CML的治疗和个性化治疗的新目标提供了可能性。因此有助于血液病的发展。
    Background Despite advances in chronic myeloid leukemia (CML) genetics, the role of nitric oxide (NO) and hydrogen sulfide (H2S) gene mutations and their relationship to apoptotic genes is unclear. Therefore, this study investigated NO- and H2S-producing genes\' mutations and their interactions with apoptotic genes using Sanger sequencing and next-generation sequencing (NGS). Methodology A complete blood count (CBC) was carried out to measure the total number of white blood cells, while IL-6 levels were assessed in both control and CML patients using an ELISA technique. Sanger sequencing was used to analyze mutations in the CTH and NOS3 genes, whereas NGS was applied to examine mutations on all chromosomes. Results White blood cell (WBC) and granulocyte counts were significantly higher in CML patients compared to controls (p<0.0001), and monocyte counts were similarly higher (p<0.05). Interleukin-6 (IL-6) levels were significantly elevated in CML patients than controls (p<0.0001), indicating a possible link to CML etiology or progression. Multiple mutations have been identified in both genes, notably in CTH exon 12 and the NOS3 genes VNTR, T786C, and G894T. This study also measured IL-6 concentrations using IL-6 assays, identifying its potential as a CML prognostic diagnostic. WBC counts, granulocyte counts, and mid-range absolute counts, or MID counts, were significantly higher in CML patients than in normal control individuals. NGS identified 1643 somatic and sex chromosomal abnormalities and 439 actively expressed genes in CML patients. The findings imply a genomic landscape beyond the BCR-ABL1 mutation in CML development compared to other databases. Conclusion In conclusion, this study advances the understanding of the genetic characteristics of CML by identifying mutations in the NO- and H2S-producing genes and their complex connections with genes involved in apoptosis. The comprehensive genetic profile obtained by Sanger sequencing and NGS provides possibilities for identifying novel targets for therapy and personalized treatments for CML, therefore contributing to developments in hematological diseases.
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  • 文章类型: Journal Article
    目的:SARS-CoV-2阳性样本的基因组监测对于监测病毒中发生的遗传变化很重要,在WHO于2023年3月将XBB.1.16指定为接受监测的变种后,这一点得到了加强.从2023年2月5日至5月6日,监测所有阳性SARS-CoV-2样品的遗传变化。
    方法:处理来自拉贾斯坦邦不同地区的Ct值<25(对于E和ORF基因)的总共1757个样品用于下一代测序(NGS)。测序获得的FASTA文件用于使用Nextclade和系统发育树构建的谱系确定。
    结论:在1624个样品中进行了测序和谱系鉴定。在1413例(87.0%)病例中,XBB.1.16是主要谱系,其余为其他XBB(207,12.74%)和其他谱系(4,0.2%)。在1413个XBB.1.16个案例中,男性占57.47%,女性占42.53%。多数(66.53%)属于19-59岁。84.15%的XB.1.16例首次感染。仅2.2%的病例需要住院治疗,5例(0.35%)患者报告死亡。大部分病例是有症状的,最常见的症状是发烧,咳嗽和鼻漏.414例(29.3%)存在合并症。增强的基因组监测有助于快速识别XBB变体在拉贾斯坦邦的传播。这反过来又有助于采取控制措施,以防止病毒传播,并估计新变种相对于先前传播的谱系的公共卫生风险。发现XBB变体迅速传播,但产生的疾病较温和。
    OBJECTIVE: Genomic surveillance of positive SARS-CoV-2 samples is important to monitor the genetic changes occurring in virus, this was enhanced after the WHO designation of XBB.1.16 as a variant under monitoring in March 2023. From 5th February till May 6, 2023 all positive SARS-CoV-2 samples were monitored for genetic changes.
    METHODS: A total of 1757 samples having Ct value <25 (for E and ORF gene) from different districts of Rajasthan were processed for Next Generation Sequencing (NGS). The FASTA files obtained on sequencing were used for lineage determination using Nextclade and phylogenetic tree construction.
    CONCLUSIONS: Sequencing and lineage identification was done in 1624 samples. XBB.1.16 was the predominant lineage in 1413 (87.0%) cases while rest was other XBB (207, 12.74%) and other lineages (4, 0.2%). Of the 1413 XBB.1.16 cases, 57.47% were males and 42.53% were females. Majority (66.53%) belonged to 19-59 year age. 84.15% of XBB.1.16 cases were infected for the first time. Hospitalization was required in only 2.2% cases and death was reported in 5 (0.35%) patients. Most of the cases were symptomatic and the commonest symptoms were fever, cough and rhinorrhea. Co-morbidities were present in 414 (29.3%) cases. Enhanced genomic surveillance helped to rapidly identify the spread of XBB variant in Rajasthan. This in turn helped to take control measures to prevent spread of virus and estimate public health risks of the new variant relative to the previously circulating lineages. XBB variant was found to spread rapidly but produced milder disease.
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  • 文章类型: Journal Article
    低通全基因组测序(LP-WGS)已被用作在临床环境中检测拷贝数变体(CNV)的替代方法。与染色体微阵列分析(CMA)相比,基于测序的方法以较低的成本提供了类似的CNV检测分辨率.在这项研究中,我们评估了LP-WGS作为CMA更实惠的替代方案的效率和可靠性.共有1363名原因不明的神经发育迟缓/智力障碍患者,自闭症谱系障碍,和/或多种先天性异常纳入研究。这些患者来自巴西不同州的15个非营利组织和大学中心。在1x覆盖率(>50kb)的LP-WGS分析显示22%的病例(304/1363)的阳性检测结果,其中219和85对应于致病性/可能致病性(P/LP)CNVs和不确定意义(VUS)的变体,分别。在我们的队列中观察到的16%(219/1363)诊断产率与文献中报道的CMA的15%-20%相当。使用商业软件,正如这项研究所证明的,简化了测试在临床环境中的实施。尤其是像巴西这样的国家,CMA的成本对大多数人口构成了巨大的障碍,LP-WGS成为研究细胞遗传学中拷贝数变化的经济有效的替代方案。
    Low-pass whole genome sequencing (LP-WGS) has been applied as alternative method to detect copy number variants (CNVs) in the clinical setting. Compared with chromosomal microarray analysis (CMA), the sequencing-based approach provides a similar resolution of CNV detection at a lower cost. In this study, we assessed the efficiency and reliability of LP-WGS as a more affordable alternative to CMA. A total of 1363 patients with unexplained neurodevelopmental delay/intellectual disability, autism spectrum disorders, and/or multiple congenital anomalies were enrolled. Those patients were referred from 15 nonprofit organizations and university centers located in different states in Brazil. The analysis of LP-WGS at 1x coverage (>50kb) revealed a positive testing result in 22% of the cases (304/1363), in which 219 and 85 correspond to pathogenic/likely pathogenic (P/LP) CNVs and variants of uncertain significance (VUS), respectively. The 16% (219/1363) diagnostic yield observed in our cohort is comparable to the 15%-20% reported for CMA in the literature. The use of commercial software, as demonstrated in this study, simplifies the implementation of the test in clinical settings. Particularly for countries like Brazil, where the cost of CMA presents a substantial barrier to most of the population, LP-WGS emerges as a cost-effective alternative for investigating copy number changes in cytogenetics.
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  • 文章类型: Journal Article
    下一代测序(NGS)的发展使得癌症特异性驱动基因交替的发现成为可能,使精准医学成为可能。然而,准确的基因检测需要样本中足够量的肿瘤细胞。从苏木精和曙红(H&E)染色的图像中评估肿瘤含量比(TCR)已被发现在病理学家之间有所不同。这使得获得准确的TCR成为一个重要的挑战。在这项研究中,三位病理学家将41例肺癌病例中41个区域的所有细胞都标记为任一肿瘤,非肿瘤或无法区分,从而建立了“黄金标准”TCR。然后,我们比较了13位病理学家基于视觉评估估算的TCR和我们开发的AI模型计算的TCR的准确性。这是一个紧凑且快速的模型,遵循完全卷积神经网络架构,并产生细胞检测图,可以有效地后处理以获得肿瘤和非肿瘤细胞计数,从中计算TCR。其原始细胞检测准确率为92%,分类准确率为84%。结果表明,金标准TCR与AI计算之间的误差明显小于金标准TCR与病理学家的视觉评估之间的误差(p<0.05)。此外,AI模型跨机构的稳健性是一个关键问题,我们证明了AI的差异小于病理学家的平均值。这些发现表明,通过引入强大的AI模型,临床工作流程中肿瘤细胞数量评估的准确性得到了显着提高。导致更有效的基因检测和最终更好的患者结果。
    The development of next-generation sequencing (NGS) has enabled the discovery of cancer-specific driver gene alternations, making precision medicine possible. However, accurate genetic testing requires a sufficient amount of tumor cells in the specimen. The evaluation of tumor content ratio (TCR) from hematoxylin and eosin (H&E)-stained images has been found to vary between pathologists, making it an important challenge to obtain an accurate TCR. In this study, three pathologists exhaustively labeled all cells in 41 regions from 41 lung cancer cases as either tumor, non-tumor or indistinguishable, thus establishing a \"gold standard\" TCR. We then compared the accuracy of the TCR estimated by 13 pathologists based on visual assessment and the TCR calculated by an AI model that we have developed. It is a compact and fast model that follows a fully convolutional neural network architecture and produces cell detection maps which can be efficiently post-processed to obtain tumor and non-tumor cell counts from which TCR is calculated. Its raw cell detection accuracy is 92% while its classification accuracy is 84%. The results show that the error between the gold standard TCR and the AI calculation was significantly smaller than that between the gold standard TCR and the pathologist\'s visual assessment (p<0.05). Additionally, the robustness of AI models across institutions is a key issue and we demonstrate that the variation in AI was smaller than that in the average of pathologists when evaluated by institution. These findings suggest that the accuracy of tumor cellularity assessments in clinical workflows is significantly improved by the introduction of robust AI models, leading to more efficient genetic testing and ultimately to better patient outcomes.
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  • 文章类型: Journal Article
    急性髓性白血病(AML)是成人主要的白血病恶性肿瘤之一。该疾病的异质性使得诊断和治疗极其困难。随着下一代测序(NGS)技术的出现,在分子水平上探索生物标志物和药物靶标的鉴定一直是研究人员为AML患者提供更好预后和生存结局的新疗法的焦点.然而,来自NGS平台的大量数据需要一个全面的AML平台来简化文献挖掘工作并节省时间。为了促进这一点,我们开发了AMLdb,一个交互式的多组学平台,允许用户查询,可视化,检索,并分析AML相关的多组学数据。AMLdb包含86个基因表达谱数据集,甲基化谱的15个数据集,26种AML细胞系的CRISPR-Cas9敲除筛选,26种AML细胞系对288种药物的敏感性,23种AML细胞系中41种独特基因的突变,和41个实验验证的生物标志物的信息。在这项研究中,我们报道了五个基因,即CBFB,通过我们使用AMLdb的分析鉴定了ENO1、IMPDH2、SEPHS2和MYH9。ENO1是唯一鉴定的基因,需要进一步研究作为新的潜在靶标,而其他报道的基因先前已通过实验研究被证实为靶标。我们认为,利用AMLdb的这些发现可以使其成为加速AML有效疗法开发并协助研究界提高对AML发病机理的理解的宝贵资源。AMLdb可在https://project免费获得。iith.AC.in/cgntlab/amldb。
    Acute myeloid leukemia (AML) is one of the leading leukemic malignancies in adults. The heterogeneity of the disease makes the diagnosis and treatment extremely difficult. With the advent of next-generation sequencing (NGS) technologies, exploration at the molecular level for the identification of biomarkers and drug targets has been the focus for the researchers to come up with novel therapies for better prognosis and survival outcomes of AML patients. However, the huge amount of data from NGS platforms requires a comprehensive AML platform to streamline literature mining efforts and save time. To facilitate this, we developed AMLdb, an interactive multi-omics platform that allows users to query, visualize, retrieve, and analyse AML related multi-omics data. AMLdb contains 86 datasets for gene expression profiles, 15 datasets for methylation profiles, CRISPR-Cas9 knockout screens of 26 AML cell lines, sensitivity of 26 AML cell lines to 288 drugs, mutations in 41 unique genes in 23 AML cell lines, and information on 41 experimentally validated biomarkers. In this study, we have reported five genes, i.e. CBFB, ENO1, IMPDH2, SEPHS2, and MYH9 identified via our analysis using AMLdb. ENO1 is uniquely identified gene which requires further investigation as a novel potential target while other reported genes have been previously confirmed as targets through experimental studies. Top of form we believe that these findings utilizing AMLdb can make it an invaluable resource to accelerate the development of effective therapies for AML and assisting the research community in advancing their understanding of AML pathogenesis. AMLdb is freely available at https://project.iith.ac.in/cgntlab/amldb.
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  • 文章类型: Journal Article
    Türkiye于2020年3月11日确认了首例SARS-CoV-2病例,恰逢宣布全球COVID-19大流行。随后,Türkiye迅速提高了测试能力,并在2020年实施了基因组测序。本文描述了Türkiye作为一个中等收入国家建立基因组监测的旅程,其先前的测序能力有限,并分析了大流行前两年的测序数据。我们强调经历的成就和挑战,并总结全球相关的经验教训。
    我们通过时间表跟踪了2020年12月至2022年2月TürkiyeCOVID-19大流行的演变,并分析了流行病学,疫苗接种,和测试数据。为了研究SARS-CoV-2的系统动力学和系统地理方面,我们使用Nextstrain分析了来自全国七个地区的31,629个高质量基因组。
    Türkiye的流行病学曲线,反映全球趋势,有四个不同的波浪,每个都与关注变体(VOC)的出现和传播相吻合。利用当地制造的试剂盒来扩大测试能力,并引入与一家私营公司合作开发的变体特异性定量逆转录聚合酶链反应(RT-qPCR)测试是Türkiye的战略优势,考虑到疫情早期的稀缺性和支离破碎的全球供应链。到2022年2月,Türkiye为全球数据库贡献了86,000多个基因组序列,确保了土耳其数据在全球范围内得到反映。变体特异性RT-qPCR试剂盒和基因组测序的协同作用使得能够经济有效地监测VOC。然而,数据分析受到弱测序采样策略和零散数据管理系统的限制,限制测序数据的应用,以指导公共卫生应对。系统动力学分析表明,尽管旅行受到限制,但Türkiye作为国际旅行中心的地理位置影响了每种VOC的国家和全球传播。
    本文提供了有关Türkiye在COVID-19大流行期间采用的测试和基因组监测系统的宝贵见解,为发展国家体系的国家提供重要的经验教训。这些发现强调了对稳健测试和抽样策略的需求,简化的样本推荐,以及具有元数据链接和数据质量的集成数据管理对于有效的流行病学分析至关重要。我们建议制定国家基因组监测战略,以指导为COVID-19建立的能力的可持续和综合扩展,并优化测序数据的有效利用,以开展公共卫生行动。
    UNASSIGNED: Türkiye confirmed its first case of SARS-CoV-2 on March 11, 2020, coinciding with the declaration of the global COVID-19 pandemic. Subsequently, Türkiye swiftly increased testing capacity and implemented genomic sequencing in 2020. This paper describes Türkiye\'s journey of establishing genomic surveillance as a middle-income country with limited prior sequencing capacity and analyses sequencing data from the first two years of the pandemic. We highlight the achievements and challenges experienced and distill globally relevant lessons.
    UNASSIGNED: We tracked the evolution of the COVID-19 pandemic in Türkiye from December 2020 to February 2022 through a timeline and analysed epidemiological, vaccination, and testing data. To investigate the phylodynamic and phylogeographic aspects of SARS-CoV-2, we used Nextstrain to analyze 31,629 high-quality genomes sampled from seven regions nationwide.
    UNASSIGNED: Türkiye\'s epidemiological curve, mirroring global trends, featured four distinct waves, each coinciding with the emergence and spread of variants of concern (VOCs). Utilizing locally manufactured kits to expand testing capacity and introducing variant-specific quantitative reverse transcription polymerase chain reaction (RT-qPCR) tests developed in partnership with a private company was a strategic advantage in Türkiye, given the scarcity and fragmented global supply chain early in the pandemic. Türkiye contributed more than 86,000 genomic sequences to global databases by February 2022, ensuring that Turkish data was reflected globally. The synergy of variant-specific RT-qPCR kits and genomic sequencing enabled cost-effective monitoring of VOCs. However, data analysis was constrained by a weak sequencing sampling strategy and fragmented data management systems, limiting the application of sequencing data to guide the public health response. Phylodynamic analysis indicated that Türkiye\'s geographical position as an international travel hub influenced both national and global transmission of each VOC despite travel restrictions.
    UNASSIGNED: This paper provides valuable insights into the testing and genomic surveillance systems adopted by Türkiye during the COVID-19 pandemic, proposing important lessons for countries developing national systems. The findings underscore the need for robust testing and sampling strategies, streamlined sample referral, and integrated data management with metadata linkage and data quality crucial for impactful epidemiological analysis. We recommend developing national genomic surveillance strategies to guide sustainable and integrated expansion of capacities built for COVID-19 and to optimize the effective utilization of sequencing data for public health action.
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  • 文章类型: Journal Article
    据报道,Amivantamab(JNJ-372)和莫博替尼(TAK-788)对表皮生长因子受体(EGFR)外显子20插入(ex20ins)突变的非小细胞肺癌(NSCLC)患者具有良好的治疗效果。因此,EGFR外显子20ins突变的准确检测对于后续的个体化治疗至关重要.这项研究的目的是比较下一代测序(NGS)和扩增难治性突变系统聚合酶链反应(ARMS-PCR)两种常用方法在中国NSCLC患者中检测EGFRex20ins突变。
    我们回顾性分析了EGFR突变,尤其是外显子20ins,在通过NGS检测到的3,606例NSCLC患者和通过ARMS检测的1,785例患者中。
    在3,606名NGS患者中,总共鉴定了2,077个EGFR突变和95个EGFR外显子20in,占57.6%和2.6%,分别。在1,785例ARMS患者中检测到48.4%的EGFR突变和1.1%的外显子20in,显著低于NGS(P<0.01)。通过NGS鉴定出34种独特的外显子20ins变体,其中八个是第一次被报道。然而,ARMS仅用于检测几种已知的EGFR外显子20ins变体,甚至不包括中国NSCLC患者中最常见的变异。
    NGS更有优势,强烈建议用于检测EGFR外显子20ins突变。考虑到快速且经济高效的ARMS检测方法,建议根据中国NSCLC患者EGFR外显子20ins突变的特点更新引物设计.
    UNASSIGNED: Amivantamab (JNJ-372) and mobocertinib (TAK-788) have been reported to have favorable therapeutic effect for non-small cell lung cancer (NSCLC) patients with epidermal growth factor receptor (EGFR) exon 20 insertion (ex20ins) mutations. Thus, accurate detection of EGFR ex20ins mutations is crucial for subsequent individualized therapy. The aim of this study was to compare the two common methods of next generation sequencing (NGS) and amplification refractory mutation system polymerase chain reaction (ARMS-PCR) for detecting EGFR ex20ins mutations in Chinese NSCLC patients.
    UNASSIGNED: We retrospectively analyzed EGFR mutations, especially for ex20ins, in 3,606 NSCLC patients detected by NGS and 1,785 patients by ARMS.
    UNASSIGNED: Among the 3,606 NGS patients, a total of 2,077 EGFR mutations and 95 EGFR ex20ins were identified, accounting for 57.6% and 2.6%, respectively. While 48.4% of EGFR mutations and 1.1% of ex20ins were detected in 1,785 ARMS patients, which were significantly lower than those of NGS (P<0.01). Thirty-four unique ex20ins variants were identified by NGS, and eight of them was reported for the first time. However, ARMS was designed to detect only several known EGFR ex20ins variants, and even did not include the most common variants in Chinese NSCLC patients.
    UNASSIGNED: NGS is more advantageous and strongly recommended for the detection of EGFR ex20ins mutations. Considering the fast and cost-effective ARMS detection method, it is suggested that the primers design should be updated according to the characteristics of EGFR ex20ins mutations in Chinese NSCLC patients.
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  • 文章类型: Journal Article
    目的:将IPEC-J2细胞系用作猪的体外小肠模型,但它也被用作人体肠道的模型,呈现相对独特的设置。通过结合电池-基质阻抗感测,下一代测序技术,我们发现mRNA基因表达谱和相关通路可以依赖于IPEC-J2细胞的生长期。我们的研究方法欢迎科学家复制或修改我们的方案,并支持将他们的基因表达数据放在细胞各自生长期的背景下。
    结果:显示了三个时间点:(TP1)培养基更换后1小时(=细胞接种后6小时),(TP2)细胞生长曲线一阶导数最大值的时间点,以及在平台期(TP3)开始时的第三点。与TP2相比,在TP1处显著突出的是上调的PLEKHN1,另外,与TP3相比,在TP2处F0SB和DEGS2显著下调。任何提供的数据都可用于改善IPEC-J2细胞的下一代实验。
    OBJECTIVE: The IPEC-J2 cell line is used as an in vitro small intestine model for swine, but it is also used as a model for the human intestine, presenting a relatively unique setting. By combining electric cell-substrate impedance sensing, with next-generation-sequencing technology, we showed that mRNA gene expression profiles and related pathways can depend on the growth phase of IPEC-J2 cells. Our investigative approach welcomes scientists to reproduce or modify our protocols and endorses putting their gene expression data in the context of the respective growth phase of the cells.
    RESULTS: Three time points are presented: (TP1) 1 h after medium change (= 6 h after seeding of cells), (TP2) the time point of the first derivative maximum of the cell growth curve, and a third point at the beginning of the plateau phase (TP3). Significantly outstanding at TP1 compared to TP2 was upregulated PLEKHN1, further FOSB and DEGS2 were significantly downregulated at TP2 compared to TP3. Any provided data can be used to improve next-generation experiments with IPEC-J2 cells.
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  • 文章类型: Journal Article
    慢性淋巴细胞白血病(CLL)是一种低度B细胞淋巴增生性疾病。它是西方国家最普遍的白血病,诊断时的中位年龄为70岁。到2023年,估计将有18740例新的CLL病例,估计将有4,490人死于这种疾病。占美国所有新癌症病例的1.0%。根据2016-2020年病例,每年新病例率为每100,000名男性和女性4.6。年龄调整。CLL的死亡率在老年人中更高,或者75岁以上的人。根据2016-2020年的死亡人数,死亡率为每年每10万男性和女性1.1人,年龄调整。CLL患者在第一次就诊时通常会问的一个问题是:“我需要治疗需要多长时间?”尽管这似乎是一个简单的问题,答案不是直截了当的。CLL是一种异质性疾病,具有可变的临床过程。一些患者可能出现侵袭性疾病,需要早期开始治疗,而其他人有一个懒惰的课程,有所谓的阴燃CLL,可能永远不需要治疗。疾病过程的变异性使预测疾病预后成为一个复杂的过程。这提出了建立可以预测疾病进程的预后模型的重要性,治疗的时间,以及在这种异质性疾病中的生存结果。Rai和Binet分期系统是在1970年代末至1980年代初开发的。他们根据临床特征和实验室检查结果将患者分为不同阶段。这些简单的暂存系统仍在使用;然而,需要添加几个预后标志物来进行个性化评估,随着基因组技术的最新发展,导致在分子水平上更好地理解CLL,新的预后标志物已经出现。
    Chronic lymphocytic leukemia (CLL) is a low-grade B-cell lymphoproliferative disorder. It is the most prevalent type of leukemia in the western countries, with a median age at diagnosis of 70 years. In 2023, it is estimated that there will be 18,740 new cases of CLL, and an estimated 4,490 people will die of this disease. It represents 1.0% of all new cancer cases in the U.S. The rate of new cases was 4.6 per 100,000 men and women per year based on 2016-2020 cases, age-adjusted. Death rates from CLL are higher among older adults, or those 75 and older. The death rate was 1.1 per 100,000 men and women per year based on 2016-2020 deaths, age-adjusted. A common question that patients with CLL ask during their first clinic visit is: \"How long will it be before I would need treatment?\" Although this might seem like a simple question, the answer is not straight forward. CLL is a heterogenous disease, with a variable clinical course. Some patients may present with an aggressive disease requiring early initiation of treatment, while others have an indolent course and some, having so called smoldering CLL, may never need treatment. The variability in disease course can make predicting disease prognosis a complicated process. This brings forth the importance of establishing prognostic models that can predict disease course, time to treatment, and survival outcomes in such a heterogenous disease. The Rai and Binet staging systems were developed in the late 1970s to early 1980s. They separated patients into different stages based on clinical characteristics and laboratory findings. These simple staging systems are still in use; however, several prognostic markers need to be added for an individualized assessment and, with the recent development of genomic techniques leading to better understanding of CLL at the molecular level, newer prognostic markers have emerged.
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  • 文章类型: Journal Article
    多发性骨髓瘤(MM)是第二常见的血液系统恶性肿瘤,尽管最近在治疗策略方面取得了进展,但仍无法治愈。像其他形式的癌症一样,MM的特征是基因组不稳定,由DNA修复缺陷引起的。随着DNA修复基因的突变和用于治疗MM的基因毒性药物,非经典二级DNA结构(四链G-四链体结构)可影响MM患者肿瘤细胞中体细胞突变和染色体异常的积累。这里,我们检验了以下假设:G-四链体结构可能影响MM患者肿瘤细胞中体细胞突变的分布。我们对11名MM患者的正常和肿瘤细胞的外显子组进行了测序,并分析了围绕体细胞突变点的G4背景存在的数据。为了确定可能影响肿瘤突变谱的分子机制,我们还分析了肿瘤细胞中的突变特征以及种系突变是否存在DNA修复基因或调节G-四链体解链的基因中的特定SNP.在几个患者中,我们发现体细胞突变的位点通常位于G4背景区域.这种模式与在这些患者中发现的特定种系变异相关。我们讨论了这些变体对MM中突变积累和特异性的可能影响,并提出围绕体细胞突变位点的G4背景富集程度可能是表征肿瘤突变过程的新指标。
    Multiple myeloma (MM) is the second most common hematological malignancy, which remains incurable despite recent advances in treatment strategies. Like other forms of cancer, MM is characterized by genomic instability, caused by defects in DNA repair. Along with mutations in DNA repair genes and genotoxic drugs used to treat MM, non-canonical secondary DNA structures (four-stranded G-quadruplex structures) can affect accumulation of somatic mutations and chromosomal abnormalities in the tumor cells of MM patients. Here, we tested the hypothesis that G-quadruplex structures may influence the distribution of somatic mutations in the tumor cells of MM patients. We sequenced exomes of normal and tumor cells of 11 MM patients and analyzed the data for the presence of G4 context around points of somatic mutations. To identify molecular mechanisms that could affect mutational profile of tumors, we also analyzed mutational signatures in tumor cells as well as germline mutations for the presence of specific SNPs in DNA repair genes or in genes regulating G-quadruplex unwinding. In several patients, we found that sites of somatic mutations are frequently located in regions with G4 context. This pattern correlated with specific germline variants found in these patients. We discuss the possible implications of these variants for mutation accumulation and specificity in MM and propose that the extent of G4 context enrichment around somatic mutation sites may be a novel metric characterizing mutational processes in tumors.
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