BWA, Burrows-Wheeler Aligner

  • 文章类型: Journal Article
    以蛋白酶体抑制剂为代表的多发性骨髓瘤的新治疗方法,免疫调节药物和单克隆抗体产生了深刻的反响。然而,复发是可能的,所有种类的药物对患者都是难以治疗的。下一代测序提高了我们对与耐药性相关的多发性骨髓瘤基因组的理解,并发现了许多基因组变异。因此,本研究采用新一代全外显子组测序技术,对硼替佐米方案和达雷妥单抗治疗复发和难治性MM患者的耐药相关新变异进行研究.从6例患者的EDTA管中收集外周血样本;其中4例复发且对硼替佐米方案和达拉图单抗无效;两名患者对硼替佐米方案有反应。通过MGI-DNBSEQ-G400仪器进行全外显子组测序。我们在多发性骨髓瘤患者中鉴定出21种变异。在11个基因的复发性和难治性多发性骨髓瘤中发现了17个变异(GNAQ,PMS1,CREB1,NSUNS2,PIK3CG,ROS1,PMS2,FIT4,KDM5A,STK11和ZFHX3)。在4个基因(RAF1,CREB1,ZFHX3和INSR)中对硼替佐米方案有反应的两名患者中发现了四种变异。我们已经观察到许多基因中的几种遗传变异,这些基因可能与这些患者的不良预后和对治疗的不良反应有关。这些值应该在使用RNA-seq技术鉴定基因组表达的大样本研究中进一步证实。
    Novel treatment in multiple myeloma represented by proteasome inhibitors, immunomodulatory drugs and monoclonal antibodies have produced a deep response. However, relapses are possible, and all classes of drugs are refractory to patients. Next-generation sequencing has improved our understanding of the multiple myeloma genome related to drug resistance and has discovered many genomic variants. Therefore, this study was conducted to investigate new variants associated with drug resistance in MM patients who relapsed and refractory to bortezomib regimen and daratumumab treatment using next-generation sequencing for whole-exome sequencing. Peripheral blood samples were collected in EDTA tubes from six patients; four were in relapsed and refractory to bortezomib regimens and daratumumab; two patients responded to bortezomib regimens. Whole-exome sequencing was performed by the MGI-DNBSEQ-G400 instrument. We identified 21 variants in multiple myeloma patients. Seventeen variants were found in relapsed and refractory multiple myeloma in 11 genes (GNAQ, PMS1, CREB1, NSUNS2, PIK3CG, ROS1, PMS2, FIT4, KDM5A, STK11 and ZFHX3). And four variants were identified in two patients with response to bortezomib regimens in 4 genes (RAF1, CREB1, ZFHX3 and INSR). We have observed several genetic variants in many genes that may have been associated with the poor prognosis and poor response to treatment in these patients. These values should be further confirmed in large sample studies using the RNA-seq technique to identify genome expression.
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  • 文章类型: Journal Article
    染色质的三维(3D)构象是基因表达精确调节的组成部分。非酒精性脂肪性肝病(NAFLD)的3D基因组和基因组变异在很大程度上是未知的,尽管它们在细胞功能和生理过程中起着关键作用。高通量染色体构象捕获(Hi-C),纳米孔测序,在正常和NAFLD小鼠的肝脏上进行RNA测序(RNA-seq)测定。生成高分辨率3D染色质相互作用图,以检查包括A/B区室在内的不同3D基因组层次结构。拓扑关联域(TAD),和Hi-C的染色质循环,和全基因组测序通过纳米孔测序识别结构变异(SV)和拷贝数变异(CNV)。我们确定了基因组中数千个区域在3D染色质组织和基因组重排方面的变异,在正常和NAFLD小鼠之间,并揭示基因失调经常伴随着这些变异。在NAFLD中鉴定出候选靶基因,受基因重排和空间组织破坏的影响。我们的数据为NAFLD研究提供了高分辨率的3D基因组相互作用资源,揭示了基因重排之间的关系,空间组织破坏,和基因调控,并确定了与NAFLD发病机制相关的这些变异的候选基因。新发现为NAFLD发病机制提供了新的见解,并为NAFLD治疗提供了新的概念框架。
    The three-dimensional (3D) conformation of chromatin is integral to the precise regulation of gene expression. The 3D genome and genomic variations in non-alcoholic fatty liver disease (NAFLD) are largely unknown, despite their key roles in cellular function and physiological processes. High-throughput chromosome conformation capture (Hi-C), Nanopore sequencing, and RNA-sequencing (RNA-seq) assays were performed on the liver of normal and NAFLD mice. A high-resolution 3D chromatin interaction map was generated to examine different 3D genome hierarchies including A/B compartments, topologically associated domains (TADs), and chromatin loops by Hi-C, and whole genome sequencing identifying structural variations (SVs) and copy number variations (CNVs) by Nanopore sequencing. We identified variations in thousands of regions across the genome with respect to 3D chromatin organization and genomic rearrangements, between normal and NAFLD mice, and revealed gene dysregulation frequently accompanied by these variations. Candidate target genes were identified in NAFLD, impacted by genetic rearrangements and spatial organization disruption. Our data provide a high-resolution 3D genome interaction resource for NAFLD investigations, revealed the relationship among genetic rearrangements, spatial organization disruption, and gene regulation, and identified candidate genes associated with these variations implicated in the pathogenesis of NAFLD. The newly findings offer insights into novel mechanisms of NAFLD pathogenesis and can provide a new conceptual framework for NAFLD therapy.
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  • 文章类型: Journal Article
    下一代测序技术的发展促进了以前所未有的速度检测突变。这些有效的工具对极端异质性的疾病特别有益,例如常染色体隐性遗传的非综合征性听力损失,最常见的遗传性耳聋.GJB2突变是遗传性听力损失的最常见原因。其中NM_004004.5:c.506G>A(p。Cys169Tyr)突变与不同严重程度的听力损失相关,分离模式不清楚。在这项研究中,我们报告了一个大型近亲阿联酋家族,患有严重至严重的听力损失,完全隔离了GJB2错义突变p.Cys169Tyr。全外显子组测序(WES),在硅,剪接和表达分析排除了任何其他变体的含义,并证实了该耳聋家族中p.Cys169Tyr突变的含义。我们还显示了初步的鼠表达分析,表明TMEM59基因与听力过程之间存在联系。本研究提高了我们对听力损失分子发病机制的认识。它还强调了结合下一代测序方法和分离分析的重要性,特别是在诊断以复杂遗传异质性为特征的疾病中。
    The development of next generation sequencing techniques has facilitated the detection of mutations at an unprecedented rate. These efficient tools have been particularly beneficial for extremely heterogeneous disorders such as autosomal recessive non-syndromic hearing loss, the most common form of genetic deafness. GJB2 mutations are the most common cause of hereditary hearing loss. Amongst them the NM_004004.5: c.506G > A (p.Cys169Tyr) mutation has been associated with varying severity of hearing loss with unclear segregation patterns. In this study, we report a large consanguineous Emirati family with severe to profound hearing loss fully segregating the GJB2 missense mutation p.Cys169Tyr. Whole exome sequencing (WES), in silico, splicing and expression analyses ruled out the implication of any other variants and confirmed the implication of the p.Cys169Tyr mutation in this deafness family. We also show preliminary murine expression analysis that suggests a link between the TMEM59 gene and the hearing process. The present study improves our understanding of the molecular pathogenesis of hearing loss. It also emphasizes the significance of combining next generation sequencing approaches and segregation analyses especially in the diagnosis of disorders characterized by complex genetic heterogeneity.
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  • 文章类型: Journal Article
    编码microRNAs(miRNA-SNPs)的基因中的单核苷酸多态性可能影响miRNA的成熟步骤或靶mRNA识别,导致目标mRNA表达的变化,从而引起功能增加或丧失的变化。已知几种miRNA-SNP与疾病如癌症的风险相关。这项研究的目的是通过比较1000基因组计划中全球人群的数据以及健康受试者和癌症患者之间的差异,全面确定日本个体中的miRNA-SNP,以评估种族之间等位基因频率的差异。我们进行了下一代测序靶向编码1809pre-miRNA的基因。因此,在28名健康的日本受试者中鉴定了403个miRNA-SNP(每个受试者平均146个miRNA-SNP)。我们观察到403个miRNA-SNP中的33个种族之间的等位基因频率存在显着差异。44例非小细胞肺癌(NSCLC)中每位受试者的miRNA-SNP数量,33结直肠癌(CRC),15例软组织肉瘤(STS)患者几乎与健康受试者相同。在NSCLC中观察到14、11和9个miRNA-SNP的等位基因频率存在显着差异。CRC,和STS患者与健康受试者的频率相比,提示这些SNPs可能是评估每种癌症风险的生物标志物。总之,我们对日本个体的miRNA-SNP进行了全面的表征,并发现了不同种族之间以及健康受试者和癌症患者之间几种miRNA-SNP的等位基因频率存在差异.应进行调查大量受试者的研究,以确认miRNA-SNP作为癌症风险生物标志物的潜力。
    Single nucleotide polymorphisms in genes encoding microRNAs (miRNA-SNPs) may affect the maturation steps of miRNAs or target mRNA recognition, leading to changes in the expression of target mRNAs to cause gain- or loss-of-function changes. Several miRNA-SNPs are known to be associated with the risk of diseases such as cancer. The purpose of this study was to comprehensively determine the miRNA-SNPs in Japanese individuals to evaluate the differences in allele frequencies between ethnicities by comparing data from the global population in the 1000 Genomes Project and differences between healthy subjects and cancer patients. We performed next-generation sequencing targeting genes encoding 1809 pre-miRNAs. As a result, 403 miRNA-SNPs (146 miRNA-SNPs per subject on average) were identified in 28 healthy Japanese subjects. We observed significant differences in the allele frequencies between ethnicities in 33 of the 403 miRNA-SNPs. The numbers of miRNA-SNPs per subject in 44 non-small cell lung cancer (NSCLC), 33 colorectal cancer (CRC), and 15 soft tissue sarcoma (STS) patients were almost equal to those in healthy subjects. Significant differences in allele frequencies were observed for 14, 11, and 9 miRNA-SNPs in NSCLC, CRC, and STS patients compared with the frequencies in healthy subjects, suggesting that these SNPs can be biomarkers of risk for each type of cancer assessed. In summary, we comprehensively characterized miRNA-SNPs in Japanese individuals and found differences in allele frequencies of several miRNA-SNPs between ethnicities and between healthy subjects and cancer patients. Studies investigating a larger number of subjects should be performed to confirm the potential of miRNA-SNPs as biomarkers of cancer risk.
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  • 文章类型: Journal Article
    Next Generation Sequencing (NGS) has dramatically improved the flexibility and outcomes of cancer research and clinical trials, providing highly sensitive and accurate high-throughput platforms for large-scale genomic testing. In contrast to whole-genome (WGS) or whole-exome sequencing (WES), targeted genomic sequencing (TS) focuses on a panel of genes or targets known to have strong associations with pathogenesis of disease and/or clinical relevance, offering greater sequencing depth with reduced costs and data burden. This allows targeted sequencing to identify low frequency variants in targeted regions with high confidence, thus suitable for profiling low-quality and fragmented clinical DNA samples. As a result, TS has been widely used in clinical research and trials for patient stratification and the development of targeted therapeutics. However, its transition to routine clinical use has been slow. Many technical and analytical obstacles still remain and need to be discussed and addressed before large-scale and cross-centre implementation. Gold-standard and state-of-the-art procedures and pipelines are urgently needed to accelerate this transition. In this review we first present how TS is conducted in cancer research, including various target enrichment platforms, the construction of target panels, and selected research and clinical studies utilising TS to profile clinical samples. We then present a generalised analytical workflow for TS data discussing important parameters and filters in detail, aiming to provide the best practices of TS usage and analyses.
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