Next Generation Sequencing (NGS)

下一代测序 ( NGS )
  • 文章类型: Case Reports
    遗传性白质疾病是一系列主要影响中枢神经系统白质的进行性遗传性疾病。分子遗传学的发展使临床诊断成为可能,载波检测,和遗传性白质病的产前诊断。这里,我们通过植入前基因检测(PGT)阻断了一个脑白质疾病家族中ABCD1和NOTCH3致病变异的传播.根据临床表现确定致病基因,遗传背景,和靶向基因捕获测序的结果。进行了囊胚活检,以及基于多重退火和循环的扩增(MALBAC),下一代测序(NGS),和单核苷酸多态性(SNP)阵列用于分析倍性和基因突变状态。先证者(III:1)在ABCD1中具有半合子突变(c.323C>A(p。Ser108*)和c.775C>T(p。Arg259Trp))和NOTCH3中的杂合突变(c.163C>T(p。Arg544Cys)),这是母系遗传(II:2)。经过基因分析,转移了没有ABCD1和NOTCH3变异的整倍体胚泡。一个健康的男婴足月出生,妊娠中期羊膜穿刺术的产前诊断结果验证了PGT的结果。据我们所知,这是首次报道同时阻断ABCD1和NOTCH3通过PGT传播的致病变种.本报告重点介绍了PGT预防脑肾上腺脑白质营养不良(cALD)和伴有皮质下梗死和白质脑病(CADASIL)的常染色体显性遗传性脑动脉病的可行性和有效性,并为类似病例的诊断和治疗提供了有价值的见解。
    Hereditary white matter disease is a series of progressive genetic diseases that mainly affect the white matter of the central nervous system. The development of molecular genetics enables the clinical diagnosis, carrier detection, and prenatal diagnosis of hereditary white matter disease. Here, we block the transmission of pathogenic variants in ABCD1 and NOTCH3 in a family with cerebral white matter disease via preimplantation genetic testing (PGT). Pathogenic genes were identified based on clinical manifestations, genetic background, and the results of targeted gene capture sequencing. A blastocyst biopsy was performed, and multiple annealing and looping-based amplification (MALBAC), next-generation sequencing (NGS), and single nucleotide polymorphism (SNP) arrays were used to analyze ploidy and the state of the gene mutations. The proband (III:1) had hemizygous mutations in ABCD1 (c.323C>A (p.Ser108 *) and c.775C>T (p.Arg259Trp)) and heterozygous mutations in NOTCH3 (c.1630C>T (p.Arg544Cys)), which were maternally inherited (II:2). After genetic analysis, a euploid blastocyst without ABCD1 and NOTCH3 variations was transferred. A healthy male baby was born at full term, and the results of prenatal diagnosis by amniocentesis in the second trimester verified the results of PGT. To our knowledge, this is the first report of simultaneously blocking the transmission of pathogenic variants in ABCD1 and NOTCH3 via PGT. This report highlights the feasibility and effectiveness of PGT in preventing cerebral adrenoleukodystrophy (cALD) and cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy (CADASIL) and provides valuable insights for the diagnosis and treatment of similar cases.
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  • 文章类型: Journal Article
    液体活检中的分析物已经成为各种恶性肿瘤的传统组织活检的有希望的替代品。包括淋巴瘤.这篇综述探讨了一种这样的液体活检分析物的临床应用,循环肿瘤DNA(ctDNA)在不同类型的淋巴瘤,专注于它在诊断中的作用,疾病监测,和复发检测。下一代测序(NGS)和机器学习的进步增强了ctDNA分析,提供了一种理解肿瘤遗传学的多元方法。在淋巴瘤中,ctDNA提供了对肿瘤异质性的见解,基因分析中的艾滋病,并预测治疗反应。最近的研究证明了ctDNA的预后价值及其通过促进早期疾病检测和个性化治疗策略来改善患者预后的潜力。优化样本收集仍然存在挑战,processing,测定灵敏度,和总体共识工作流程,以促进整合到常规临床实践中。
    Analytes within liquid biopsies have emerged as promising alternatives to traditional tissue biopsies for various malignancies, including lymphomas. This review explores the clinical applications of one such liquid biopsy analyte, circulating tumor DNA (ctDNA) in different types of lymphoma, focusing on its role in diagnosis, disease monitoring, and relapse detection. Advancements in next-generation sequencing (NGS) and machine learning have enhanced ctDNA analysis, offering a multi-omic approach to understanding tumor genetics. In lymphoma, ctDNA provides insights into tumor heterogeneity, aids in genetic profiling, and predicts treatment response. Recent studies demonstrate the prognostic value of ctDNA and its potential to improve patient outcomes by facilitating early disease detection and personalized treatment strategies Despite these advancements, challenges remain in optimizing sample collection, processing, assay sensitivity, and overall consensus workflows in order to facilitate integration into routine clinical practice.
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  • 文章类型: Journal Article
    纳米抗体,来自骆驼和鲨鱼,提供紧凑,具有多种生物医学潜力的单可变重链抗体。这篇综述探讨了他们的生成方法,包括噬菌体的显示技术,酵母,或细菌,和计算方法。整合实验和计算方法增强了对纳米体结构和功能的理解。未来趋势涉及利用下一代测序,机器学习,和人工智能,实现高效的候选选择和预测建模。传统方法和计算方法的融合有望在精准生物医学应用(如靶向药物递送和诊断)方面取得革命性的进步。拥抱这些技术加速了纳米抗体的发展,推动生物医学的变革性突破,为精准医学和生物医学创新铺平道路。
    Nanobodies, derived from camelids and sharks, offer compact, single-variable heavy-chain antibodies with diverse biomedical potential. This review explores their generation methods, including display techniques on phages, yeast, or bacteria, and computational methodologies. Integrating experimental and computational approaches enhances understanding of nanobody structure and function. Future trends involve leveraging next-generation sequencing, machine learning, and artificial intelligence for efficient candidate selection and predictive modeling. The convergence of traditional and computational methods promises revolutionary advancements in precision biomedical applications such as targeted drug delivery and diagnostics. Embracing these technologies accelerates nanobody development, driving transformative breakthroughs in biomedicine and paving the way for precision medicine and biomedical innovation.
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  • 文章类型: Journal Article
    结核病(TB)是严重的公共卫生问题,被认为是传染病导致人类死亡的主要原因。由于严格的克隆性和极其有限的基因组多样性,传统方法被证明对于深入探索微小的基因组变异和结核分枝杆菌的进化动力学是无效的(M.tb)人口。直到现在,大多数综述主要集中在描述全基因组测序(WGS)在预测抗生素抗性基因中的应用,耐药菌株的监测,和M.tb谱系分类。尽管在结核病(TB)研究中越来越多地使用下一代测序(NGS)和WGS分析,有有限的研究全面总结了它在研究宏观进化中的作用,微小的遗传变异,评估混合结核感染,并在个人层面跟踪传输网络。这凸显了需要进行系统的努力,以充分探索WGS及其相关工具在促进我们对结核病流行病学和疾病传播的理解方面的潜力。我们深入研究了最近的生物信息学管道和下一代测序(NGS)策略,这些策略利用各种遗传特征和同时探索宿主-病原体蛋白表达谱来破译M.tb感染的遗传异质性和宿主-病原体相互作用动态。这篇综述强调了NGS和生物信息学工具的潜在益处和局限性,并讨论了它们在结核病检测和流行病学中的作用。总的来说,对于对基于NGS的结核病研究方法感兴趣的研究人员和临床医生来说,这篇综述可能是一个宝贵的资源.
    Tuberculosis (TB) is a grave public health concern and is considered the foremost contributor to human mortality resulting from infectious disease. Due to the stringent clonality and extremely restricted genomic diversity, conventional methods prove inefficient for in-depth exploration of minor genomic variations and the evolutionary dynamics operating in Mycobacterium tuberculosis (M.tb) populations. Until now, the majority of reviews have primarily focused on delineating the application of whole-genome sequencing (WGS) in predicting antibiotic resistant genes, surveillance of drug resistance strains, and M.tb lineage classifications. Despite the growing use of next generation sequencing (NGS) and WGS analysis in TB research, there are limited studies that provide a comprehensive summary of there role in studying macroevolution, minor genetic variations, assessing mixed TB infections, and tracking transmission networks at an individual level. This highlights the need for systematic effort to fully explore the potential of WGS and its associated tools in advancing our understanding of TB epidemiology and disease transmission. We delve into the recent bioinformatics pipelines and NGS strategies that leverage various genetic features and simultaneous exploration of host-pathogen protein expression profile to decipher the genetic heterogeneity and host-pathogen interaction dynamics of the M.tb infections. This review highlights the potential benefits and limitations of NGS and bioinformatics tools and discusses their role in TB detection and epidemiology. Overall, this review could be a valuable resource for researchers and clinicians interested in NGS-based approaches in TB research.
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  • 文章类型: Case Reports
    牛磺熊去氧胆酸(TUDCA)增加初级胆汁酸流入肠道。在动物模型上获得的结果表明,厚壁菌门和变形杆菌对大鼠胆汁酸的抗性更强。作为调查益生菌补充剂在家庭肠内营养(HEN)老年人中的作用的试点研究的一部分,本研究报告一例92岁女性患有HEN.她住在疗养院,患有阿尔茨海默氏病(AD);该患者已接受TUDCA治疗结石性胆管炎。因此,本病例报告的目的是研究长期服用TUDCA是否可能在改变患者的肠道微生物群(GM)以及抗生素治疗对微生物多样性的影响方面发挥作用。使用细菌16S核糖体RNA(rRNA)基因的下一代测序(NGS)分析,在女性的肠道微生物群中观察到向Firmicutes的显性转变和变形杆菌丰度的重塑。考虑到病人的年龄,健康状况和饮食类型,我们本来希望找到一种流行有拟杆菌门的转基因。这是第一项研究TUDCA对人类GM可能的影响。
    Tauroursodeoxycholic acid (TUDCA) increases the influx of primary bile acids into the gut. Results obtained on animal models suggested that Firmicutes and Proteobacteria phyla are more resistant to bile acids in rats. As part of a pilot study investigating the role of probiotics supplementation in elderly people with home enteral nutrition (HEN), a case of a 92-year-old woman with HEN is reported in the present study. She lives in a nursing home and suffers from Alzheimer\'s disease (AD); the patient had been prescribed TUDCA for lithiasis cholangitis. The aim of this case report is therefore to investigate whether long-term TUDCA administration may play a role in altering the patient\'s gut microbiota (GM) and the impact of an antibiotic therapy on the diversity of microbial species. Using next generation sequencing (NGS) analysis of the bacterial 16S ribosomal RNA (rRNA) gene a dominant shift toward Firmicutes and a remodeling in Proteobacteria abundance was observed in the woman\'s gut microbiota. Considering the patient\'s age, health status and type of diet, we would have expected to find a GM with a prevalence of Bacteroidetes phylum. This represents the first study investigating the possible TUDCA\'s effect on human GM.
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  • 文章类型: Journal Article
    A*03:01:01:01的密码子320中的一个核苷酸取代导致新的等位基因,HLA-A*03:478。
    One nucleotide substitution in codon 320 of A*03:01:01:01 results in the novel allele, HLA-A*03:478.
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  • 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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