INDEL Mutation

INDEL 突变
  • 文章类型: Journal Article
    CRISPR技术的进步,特别是基础编辑器的开发,彻底改变遗传变异研究。当与斑马鱼等模型生物结合时,基本编辑显著加速和完善体内遗传变异分析。然而,基础编辑器受到原型间隔区相邻基序(PAM)序列和特定编辑窗口的限制,阻碍了它们对广泛的遗传变异的适用性。此外,与培养的细胞系相比,碱基编辑可以引入非预期的突变,并且通常在活生物体中表现出降低的效率。这里,我们设计了一套称为ABE-Ultramax(Umax)的腺嘌呤碱基编辑器(ABE),显示斑马鱼的高编辑效率和低插入和缺失率(indels)。ABE-Umax编辑器套件包括带有移位的ABE,缩小,或加宽的编辑窗口,降低旁观者突变频率,和高度灵活的PAM序列要求。这些进步有可能解决疾病建模中的先前挑战并推进基因治疗应用。
    Advancements in CRISPR technology, particularly the development of base editors, revolutionize genetic variant research. When combined with model organisms like zebrafish, base editors significantly accelerate and refine in vivo analysis of genetic variations. However, base editors are restricted by protospacer adjacent motif (PAM) sequences and specific editing windows, hindering their applicability to a broad spectrum of genetic variants. Additionally, base editors can introduce unintended mutations and often exhibit reduced efficiency in living organisms compared to cultured cell lines. Here, we engineer a suite of adenine base editors (ABEs) called ABE-Ultramax (Umax), demonstrating high editing efficiency and low rates of insertions and deletions (indels) in zebrafish. The ABE-Umax suite of editors includes ABEs with shifted, narrowed, or broadened editing windows, reduced bystander mutation frequency, and highly flexible PAM sequence requirements. These advancements have the potential to address previous challenges in disease modeling and advance gene therapy applications.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: English Abstract
    化脓性链球菌Cas9(SpCas9)是基因编辑中最流行的工具;然而,脱靶诱变是其应用的最大障碍之一。在我们之前的研究中,我们提出了HH理论,其中指出,sgRNA/DNA杂交体(杂交体)挤出诱导的杂交体与REC3/HNH之间疏水相互作用的增强是裂解起始的关键因素。基于HH理论,我们分析了REC3结构域与杂种之间的相互作用,并获得了8个突变位点。我们设计了8个SpCas9变体(V1-V8),使用数字液滴PCR评估SpCas9诱导的人细胞中的DNAindel,并开发了高保真变体。因此,HH理论可用于进一步优化SpCas9介导的基因组编辑系统,并且所得的V3、V6、V7和V8SpCas9变体对于需要高精度基因组编辑的应用可能是有价值的。
    Streptococcus pyogenes Cas9 (SpCas9) is the most popular tool in gene editing; however, off-target mutagenesis is one of the biggest impediments in its application. In our previous study, we proposed the HH theory, which states that sgRNA/DNA hybrid (hybrid) extrusion-induced enhancement of hydrophobic interactions between the hybrid and REC3/HNH is a key factor in cleavage initiation. Based on the HH theory, we analyzed the interactions between the REC3 domain and hybrid and obtained 8 mutant sites. We designed 8 SpCas9 variants (V1-V8), used digital droplet PCR to assess SpCas9-induced DNA indels in human cells, and developed high-fidelity variants. Thus, the HH theory may be employed to further optimize SpCas9-mediated genome editing systems, and the resultant V3, V6, V7, and V8 SpCas9 variants may be valuable for applications requiring high-precision genome editing.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:插入和缺失(indels)以与替换完全不同的方式影响遗传密码,显著影响基因产物的结构和功能。尽管他们的影响,indels的进化史在系统发育树推断和祖先序列重建中经常被忽视,阻碍了理解生物多样性决定因素和工程变体的医疗和工业应用的努力。
    结果:我们将indel事件的最佳历史确定为单个混合整数规划(MIP)问题,在系统发生树中的所有分支点上,遵守拓扑约束,以及一组给定的对齐所隐含的所有站点,现存的序列。通过解开每个分支点对祖先序列的影响,这种方法确定了最小的indel事件,这些事件共同解释了映射到该树尖端的序列的多样性。MIP可以恢复替代的最佳indel历史,如果有的话。我们在包含15个与165至2000个现存序列的蛋白质家族相关的真实系统发育树的数据集上评估了MIP的indel推断,在60棵合成树上,数据规模相当,反映了现实的突变率。在相关指标中,MIP优于基于简约的替代方法,并报告了最少的indel事件,在合成数据集中等于或低于它们的出现。MIP为现有序列中的indel模式提供了合理的理由;重要的是,它在复杂的蛋白质数据集上唯一地确定了全局最优,而没有对独立性或进化基础做出不切实际的假设,承诺对分子进化有更深入的了解,并帮助新的蛋白质设计。
    方法:该实现可通过GitHub在https://github.com/santule/indelmip获得。
    BACKGROUND: Insertions and deletions (indels) influence the genetic code in fundamentally distinct ways from substitutions, significantly impacting gene product structure and function. Despite their influence, the evolutionary history of indels is often neglected in phylogenetic tree inference and ancestral sequence reconstruction, hindering efforts to comprehend biological diversity determinants and engineer variants for medical and industrial applications.
    RESULTS: We frame determining the optimal history of indel events as a single Mixed-Integer Programming (MIP) problem, across all branch points in a phylogenetic tree adhering to topological constraints, and all sites implied by a given set of aligned, extant sequences. By disentangling the impact on ancestral sequences at each branch point, this approach identifies the minimal indel events that jointly explain the diversity in sequences mapped to the tips of that tree. MIP can recover alternate optimal indel histories, if available. We evaluated MIP for indel inference on a dataset comprising 15 real phylogenetic trees associated with protein families ranging from 165 to 2000 extant sequences, and on 60 synthetic trees at comparable scales of data and reflecting realistic rates of mutation. Across relevant metrics, MIP outperformed alternative parsimony-based approaches and reported the fewest indel events, on par or below their occurrence in synthetic datasets. MIP offers a rational justification for indel patterns in extant sequences; importantly, it uniquely identifies global optima on complex protein data sets without making unrealistic assumptions of independence or evolutionary underpinnings, promising a deeper understanding of molecular evolution and aiding novel protein design.
    METHODS: The implementation is available via GitHub at https://github.com/santule/indelmip.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    DNA错配修复(MMRd)的缺陷在癌症基因组中留下了微卫星不稳定性(MSI)的特征性足迹。我们使用来自癌症基因组图谱和国际癌症基因组联盟的数据对MSI相关癌症进行了全面分析,专注于indel突变签名。我们根据其indel谱将MSI高基因组分为两个亚型:缺失显性(MMRd-del)和插入显性(MMRd-ins)。与MMRd-del基因组相比,MMRd-ins基因组表现出不同的突变和转录组特征,包括T>C取代和相关突变特征的患病率较高。MMRd-ins和MMRd-del基因组中的短插入和缺失靶向不同的基因集,导致两个亚型之间不同的indel配置文件。此外,MMRd-ins基因组中的indel富含亚克隆改变,这些亚克隆改变提供了有关MMRd-ins和MMRd-del基因组之间独特进化关系的线索。值得注意的是,转录组分析表明MMRd-ins癌症上调免疫相关基因,显示高水平的免疫细胞浸润,并显示出升高的新抗原负荷。两种类型的MMRd基因组之间的基因组和转录组差异突出了遗传机制的异质性,以及导致癌症的基因组足迹和转录组变化。具有潜在的临床意义。
    Deficiencies in DNA mismatch repair (MMRd) leave characteristic footprints of microsatellite instability (MSI) in cancer genomes. We used data from the Cancer Genome Atlas and International Cancer Genome Consortium to conduct a comprehensive analysis of MSI-associated cancers, focusing on indel mutational signatures. We classified MSI-high genomes into two subtypes based on their indel profiles: deletion-dominant (MMRd-del) and insertion-dominant (MMRd-ins). Compared with MMRd-del genomes, MMRd-ins genomes exhibit distinct mutational and transcriptomic features, including a higher prevalence of T>C substitutions and related mutation signatures. Short insertions and deletions in MMRd-ins and MMRd-del genomes target different sets of genes, resulting in distinct indel profiles between the two subtypes. In addition, indels in the MMRd-ins genomes are enriched with subclonal alterations that provide clues about a distinct evolutionary relationship between the MMRd-ins and MMRd-del genomes. Notably, the transcriptome analysis indicated that MMRd-ins cancers upregulate immune-related genes, show a high level of immune cell infiltration, and display an elevated neoantigen burden. The genomic and transcriptomic distinctions between the two types of MMRd genomes highlight the heterogeneity of genetic mechanisms and resulting genomic footprints and transcriptomic changes in cancers, which has potential clinical implications.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    CRISPR/Cas9广泛用于通过靶向DNA双链断裂(DSB)诱导随后的易错修复进行精确诱变。更好地理解这个过程需要测量切割的速度,容易出错,和精确的修复,到目前为止仍然难以捉摸。这里,我们提出了一种分子和计算工具包,用于通过单分子测序对DSB中间体和修复产物进行多重定量.使用这种方法,我们描述了DSB诱导的动力学,在番茄原生质体中沿72小时的时间过程在内源位点进行加工和修复。将这些数据与动力学模型相结合,表明indel积累是由DSB诱导加工断端速率的综合作用决定的,和精确与错误修复。在这项研究中,在分析的三个靶标中,有64-88%的分子被裂解,而indel介于15-41%之间。精确修复占据了分裂和错误修复之间的大部分差距,占所有修复事件的70%。总之,该系统暴露了DSB修复过程中的通量,解耦感应和修复动力学,并提示高保真修复在限制CRISPR介导的诱变效率方面的重要作用。
    CRISPR/Cas9 is widely used for precise mutagenesis through targeted DNA double-strand breaks (DSBs) induction followed by error-prone repair. A better understanding of this process requires measuring the rates of cutting, error-prone, and precise repair, which have remained elusive so far. Here, we present a molecular and computational toolkit for multiplexed quantification of DSB intermediates and repair products by single-molecule sequencing. Using this approach, we characterize the dynamics of DSB induction, processing and repair at endogenous loci along a 72 h time-course in tomato protoplasts. Combining this data with kinetic modeling reveals that indel accumulation is determined by the combined effect of the rates of DSB induction processing of broken ends, and precise versus error repair. In this study, 64-88% of the molecules were cleaved in the three targets analyzed, while indels ranged between 15-41%. Precise repair accounts for most of the gap between cleavage and error repair, representing up to 70% of all repair events. Altogether, this system exposes flux in the DSB repair process, decoupling induction and repair dynamics, and suggesting an essential role of high-fidelity repair in limiting the efficiency of CRISPR-mediated mutagenesis.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    基因检测对于精准癌症医学至关重要。然而,检测多个相同位点的插入或缺失(indel)是具有挑战性的。这里,我们介绍CoHIT(基于Cas12a的一对一高速等温测试),一种基于CRISPR的一次性检测方法。利用具有高错配耐受性和广泛PAM范围的工程化AsCas12a蛋白变体,CoHIT可以使用单个crRNA来检测急性髓细胞性白血病(AML)中的多个NPM1基因c.863_8644-bp插入。优化多个参数后,CoHIT的检出限为0.01%,并在30分钟内快速得出结果,没有野生型交叉反应性。它成功地鉴定了108例AML患者中的30例NPM1突变,并通过对3例患者的连续样本分析,证明了监测微小残留病(MRD)的潜力。CoHIT方法也能够检测KIT的indel,BRAF,和EGFR基因。与侧流测试条和微流控芯片的集成突出了CoHIT的适应性和多路复用能力,有望在临床癌症诊断方面取得重大进展。
    Genetic testing is crucial for precision cancer medicine. However, detecting multiple same-site insertions or deletions (indels) is challenging. Here, we introduce CoHIT (Cas12a-based One-for-all High-speed Isothermal Test), a one-pot CRISPR-based assay for indel detection. Leveraging an engineered AsCas12a protein variant with high mismatch tolerance and broad PAM scope, CoHIT can use a single crRNA to detect multiple NPM1 gene c.863_864 4-bp insertions in acute myeloid leukemia (AML). After optimizing multiple parameters, CoHIT achieves a detection limit of 0.01% and rapid results within 30 minutes, without wild-type cross-reactivity. It successfully identifies NPM1 mutations in 30 out of 108 AML patients and demonstrates potential in monitoring minimal residual disease (MRD) through continuous sample analysis from three patients. The CoHIT method is also competent for detecting indels of KIT, BRAF, and EGFR genes. Integration with lateral flow test strips and microfluidic chips highlights CoHIT\'s adaptability and multiplexing capability, promising significant advancements in clinical cancer diagnostics.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    血管紧张素转换酶(ACE)与心脏代谢危险因素和动脉粥样硬化密切相关。本研究旨在探讨ACE基因的插入/缺失(I/D)变异是否影响心脏代谢危险因素。早发冠状动脉疾病(PCAD),和冠状动脉病变的严重程度。PubMed,科克伦图书馆,中央,CINAHL,和ClinicalTrials.gov被搜索到2023年12月22日。94,270人被纳入分析。DD基因型的携带者有较高的甘油三酯(TG)水平,总胆固醇(TC),低密度脂蛋白胆固醇(LDL-C),收缩压(SBP),舒张压(DBP),体重指数(BMI),和腰围(WC)比II或ID基因型的携带者。此外,DD基因型携带者是PCAD和多血管病变的高危人群。ACEI/D变体对血脂水平的影响在美国个体中显着,但在男性个体中则更强。相比之下,ACEI/D变体对PCAD和冠状动脉病变严重程度的影响在白种人个体中主要显著.这项研究表明,ACEI/D变体对心脏代谢危险因素有轻微但显著的影响,PCAD,和冠状动脉病变的严重程度。血管紧张素转换酶抑制剂(ACEI)可能使ACEDD基因型的高危人群受益,以预防PCAD和多血管病变。PROSPERO注册号:CRD42023426732。
    Angiotensin-converting enzyme (ACE) is closely related to cardiometabolic risk factors and atherosclerosis. This study aims to investigate whether the insertion/deletion (I/D) variant of ACE gene impacts cardiometabolic risk factors, premature coronary artery disease (PCAD), and severity of coronary lesions. PubMed, Cochrane Library, Central, CINAHL, and ClinicalTrials.gov were searched until December 22, 2023. 94,270 individuals were included for the analysis. Carriers of DD genotype had higher levels of triglycerides (TG), total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), systolic blood pressure (SBP), diastolic blood pressure (DBP), body mass index (BMI), and waist circumference (WC) than carriers of II or ID genotypes. In addition, carriers of DD genotype were at high risk of PCAD and multiple vessel lesions. The impacts of ACE I/D variant on lipid levels were significant in American individuals but stronger in male individuals. In contrast, the impacts of ACE I/D variant on PCAD and severity of coronary lesions were primarily significant in Caucasian individuals. This study indicates that the ACE I/D variant has a slight but significant impact on cardiometabolic risk factors, PCAD, and severity of coronary lesions. Angiotensin-converting enzyme inhibitors (ACEI) may benefit high-risk populations with ACE DD genotype to prevent PCAD and multiple vessel lesions.PROSPERO registration number: CRD42023426732.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    糖尿病肾病是T2DM患者的主要长期并发症之一。吸烟是这些患者由于铅(Pb)暴露而导致肾脏损害的可改变的肾脏危险因素之一。我们的目标是研究2型糖尿病(T2DM)患者,甚至吸烟者和非吸烟者组的血清和肽素和肾脏损伤分子-1(KIM-1)和尿铅(UPb),并与相应的健康对照进行比较,并评估其与血管紧张素转换酶插入/缺失多态性[ACE(I/D)]多态性在糖尿病肾病进展中的关系。在目前的研究中,纳入106名T2DM患者和102名健康对照个体。血清葡萄糖,copeptin,KIM-1,总胆固醇(TChol),甘油三酯(TG),评估两组的肾小球滤过率(eGFR)和UPb水平以及ACE(I/D)多态性.结果提到,与对照组相比,T2DM组的所有参数均存在显着差异。血清和肽素和UPb在糖尿病吸烟者(DS)和糖尿病非吸烟者(DNS)组中显示出显着差异,而KIM-1在DNS和健康对照非吸烟者(CNS)组之间显示出显着变化。血清葡萄糖与KIM-1呈正相关,血清和肽素与TChol呈负相关。D等位基因与T2DM中大多数参数的显着变异有关,尤其是插入/删除(ID)多态性。血清和肽素的ROC曲线分析(AUC)为0.8,p<0.044,Kim-1为0.54,p=0.13,而uPb为0.71,p<0.033。血清和肽素和UPb可能是吸烟者T2DM患者肾功能下降的预后标志物,而KIM-1是非吸烟者T2DM的有效标志物,与ACEI/D基因多态性的D等位基因相关。
    Diabetic nephropathy represents one of the main long-term complications in T2DM patients. Cigarette smoking represents one of modifiable renal risk factors to kidney damage due to lead (Pb) exposure in these patients. Our goal is to investigate serum copeptin and Kidney injury molecule-1 (KIM-1) and urinary lead (UPb) in type 2 diabetes mellitus (T2DM) patients even smokers and non-smokers groups and compared to corresponding health controls and assess its associations with Angiotensin-Converting enzyme Insertion/Deletion polymorphism [ACE (I/D)] polymorphism in diabetic nephropathy progression in those patients. In present study, 106 T2DM patients and 102 healthy control individuals were enrolled. Serum glucose, copeptin, KIM-1, total cholesterol (TChol), triglycerides (TG), estimated glomerular filtration rate (eGFR) and UPb levels and ACE (I/D) polymorphisms were assessed in both groups. Results mentioned to significant variations in all parameters compared to in T2DM group compared to control group. Serum copeptin and UPb demonstrated significant difference in diabetic smokers (DS) and diabetic non-smokers (DNS) groups while KIM-1 exhibited significant change between DNS and healthy control non-smokers (CNS) groups. Positive relation was recorded between serum glucose and KIM-1 while negative one was found between serum copeptin and TChol. D allele was associated with significant variation in most parameters in T2DM, especially insertion/deletion (ID) polymorphism. ROC curve analysis (AUC) for serum copeptin was 0.8, p < 0.044 and for Kim-1 was 0.54, p = 0.13 while for uPb was 0.71, p < 0.033. Serum copeptin and UPb might be a prognostic biomarker for renal function decline in smoker T2DM patients while KIM-1 was potent marker in non-smoker T2DM with association with D allele of ACE I/D gene polymorphism.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    尽管具有重要的生物学意义,在系统发育推断过程中,插入和缺失(indel)事件经常被忽略或处理不当。在多序列比对中,indel表示为缺口,并在不考虑插入和删除的独特进化史的情况下进行估计。因此,indel通常被排除在后续的推理步骤之外,例如祖先序列重建和系统发育树搜索。这里,我们引入了indel感知简约(indelMaP),一种新颖的方法,通过将插入和删除视为单独的进化事件并解释长indel来处理简约标准下的差距。通过识别进化事件在树上的精确位置,我们可以分离重叠的indel事件,并对长indel建模使用仿射间隙惩罚。我们的indel感知方法利用了来自indel的系统发育信号,将它们纳入所有推理阶段。对模拟数据的最新推断工具的验证和比较表明,indelMaP最适合于具有紧密到中等相关序列的密集采样数据集,它可以达到与概率方法相当的比对质量,并准确推断祖先序列,包括indel模式。由于其惊人的速度,我们的方法非常适合流行病学数据集,消除了向下采样的需要,并能够利用密集分类采样提供的额外信息。此外,indelMaP提供了对生物学重要序列的indel模式的新见解,并通过将缺口视为关键的进化信号而不仅仅是人工制品来提高我们对遗传变异性的理解。
    Despite having important biological implications, insertion, and deletion (indel) events are often disregarded or mishandled during phylogenetic inference. In multiple sequence alignment, indels are represented as gaps and are estimated without considering the distinct evolutionary history of insertions and deletions. Consequently, indels are usually excluded from subsequent inference steps, such as ancestral sequence reconstruction and phylogenetic tree search. Here, we introduce indel-aware parsimony (indelMaP), a novel way to treat gaps under the parsimony criterion by considering insertions and deletions as separate evolutionary events and accounting for long indels. By identifying the precise location of an evolutionary event on the tree, we can separate overlapping indel events and use affine gap penalties for long indel modeling. Our indel-aware approach harnesses the phylogenetic signal from indels, including them into all inference stages. Validation and comparison to state-of-the-art inference tools on simulated data show that indelMaP is most suitable for densely sampled datasets with closely to moderately related sequences, where it can reach alignment quality comparable to probabilistic methods and accurately infer ancestral sequences, including indel patterns. Due to its remarkable speed, our method is well suited for epidemiological datasets, eliminating the need for downsampling and enabling the exploitation of the additional information provided by dense taxonomic sampling. Moreover, indelMaP offers new insights into the indel patterns of biologically significant sequences and advances our understanding of genetic variability by considering gaps as crucial evolutionary signals rather than mere artefacts.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:短读全基因组测序(WGS)方法已广泛应用于研究许多植物物种的自然种群中的基因组变异。随着长读测序和基因组组装技术的快速发展,高质量的基因组序列可用于许多植物物种的一组品种。这些基因组序列有望帮助研究人员全面调查WGS技术遗漏的任何类型的基因组变异。然而,由人类基因组研究界设计的多基因组比对(MGA)工具可能不适用于植物基因组.
    结果:为了填补这一空白,我们开发了AnchorWave-Cactus多基因组比对(ACMGA)管道,这改善了重复元件的比对,并可以识别长(>50bp)缺失或插入(INDEL)。我们使用ACMGA和仙人掌对8个拟南芥(拟南芥)和26个玉米(Zeamays)从头组装的基因组序列进行了MGA,并将其与先前发表的短读变体调用结果进行了比较。MGA鉴定出比以前发表的WGS变体愈伤组织更多的单核苷酸变体(SNV)和长INDEL。此外,与仙人掌相比,ACMGA在重复区和整个基因组中检测到更多的SNV和长INDEL。与仙人掌的结果相比,ACMGA的结果与以前发表的使用短阅读的变体更相似.这两个MGA管道鉴定了WGS变体调用管道错过的许多多等位基因变体。
    结论:比对从头组装的基因组序列可以比映射短阅读识别更多的SNV和INDEL。ACMGA结合了AnchorWave和Cactus的优势,通过集成全球对齐,为工厂MGA提供了实用的解决方案,两件式仿射缺口成本策略,和渐进式MGA算法。
    BACKGROUND: The short-read whole-genome sequencing (WGS) approach has been widely applied to investigate the genomic variation in the natural populations of many plant species. With the rapid advancements in long-read sequencing and genome assembly technologies, high-quality genome sequences are available for a group of varieties for many plant species. These genome sequences are expected to help researchers comprehensively investigate any type of genomic variants that are missed by the WGS technology. However, multiple genome alignment (MGA) tools designed by the human genome research community might be unsuitable for plant genomes.
    RESULTS: To fill this gap, we developed the AnchorWave-Cactus Multiple Genome Alignment (ACMGA) pipeline, which improved the alignment of repeat elements and could identify long (> 50 bp) deletions or insertions (INDELs). We conducted MGA using ACMGA and Cactus for 8 Arabidopsis (Arabidopsis thaliana) and 26 Maize (Zea mays) de novo assembled genome sequences and compared them with the previously published short-read variant calling results. MGA identified more single nucleotide variants (SNVs) and long INDELs than did previously published WGS variant callings. Additionally, ACMGA detected significantly more SNVs and long INDELs in repetitive regions and the whole genome than did Cactus. Compared with the results of Cactus, the results of ACMGA were more similar to the previously published variants called using short-read. These two MGA pipelines identified numerous multi-allelic variants that were missed by the WGS variant calling pipeline.
    CONCLUSIONS: Aligning de novo assembled genome sequences could identify more SNVs and INDELs than mapping short-read. ACMGA combines the advantages of AnchorWave and Cactus and offers a practical solution for plant MGA by integrating global alignment, a 2-piece-affine-gap cost strategy, and the progressive MGA algorithm.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号