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Telomere-to-telomere genome assembly of matsutake (Tricholoma matsutake) 松茸(口蘑)端粒-端粒基因组组装的研究
Hiroyuki Kurokochi, Naoyuki Tajima, Mitsuhiko P. Sato, K. Yoshitake, S. Asakawa, S. Isobe, K. Shirasawa
Here, we report the first telomere-to-telomere genome assembly of matsutake (Tricholoma matsutake), which consists of 13 chromosomes (spanning 160.7 Mb) and a 76 kb circular mitochondrial genome. The chromosome sequences were supported with telomeric repeats at the ends. GC-rich regions are located at the middle of the chromosomes and are enriched with long interspersed nuclear elements (LINEs). Repetitive sequences including long-terminal repeats (LTRs) and LINEs occupy 71.7% of the genome. A total of 28,322 potential protein-coding genes and 324 tRNA genes were predicted. Sequence and structure variant analysis revealed 2,322,349 single nucleotide polymorphisms and 102,831 insertions and deletions, 0.6% of which disrupted gene structure and function and were therefore classified as deleterious mutations. As many as 683 copies of the LTR retrotransposon MarY1 were detected in the matsutake genome, 91 of which were inserted in gene sequences. In addition, 187 sequence variations were found in the mitochondrial genome. The genomic data reported in this study would serve as a great reference for exploring the genetics and genomics of matsutake in the future, and the information gained would ultimately facilitate the conservation of this vulnerable genetic resource.
在这里,我们报道了松茸(Tricholoma matsutake)的第一个端粒到端粒基因组组装,该基因组由13条染色体(跨越160.7 Mb)和76 kb的圆形线粒体基因组组成。染色体序列由末端的端粒重复序列支撑。富含gc的区域位于染色体的中间,富含长分散的核元素(LINEs)。包括长末端重复序列(LTRs)和LINEs在内的重复序列占据了基因组的71.7%。共预测了28322个潜在的蛋白质编码基因和324个tRNA基因。序列和结构变异分析显示单核苷酸多态性2,322,349个,插入和缺失102,831个,其中0.6%破坏了基因结构和功能,因此被归类为有害突变。在松茸基因组中检测到多达683个LTR反转录转座子MarY1拷贝,其中91个拷贝插入到基因序列中。此外,在线粒体基因组中发现了187个序列变异。本研究报告的基因组数据将为今后探索松茸的遗传学和基因组学提供重要的参考,并最终促进这一脆弱遗传资源的保护。
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引用次数: 3
BLSSpeller to discover novel regulatory motifs in maize. BLSSpeller发现玉米中新的调控基序。
Razgar Seyed Rahmani, Dries Decap, Jan Fostier, Kathleen Marchal

With the decreasing cost of sequencing and availability of larger numbers of sequenced genomes, comparative genomics is becoming increasingly attractive to complement experimental techniques for the task of transcription factor (TF) binding site identification. In this study, we redesigned BLSSpeller, a motif discovery algorithm, to cope with larger sequence datasets. BLSSpeller was used to identify novel motifs in Zea mays in a comparative genomics setting with 16 monocot lineages. We discovered 61 motifs of which 20 matched previously described motif models in Arabidopsis. In addition, novel, yet uncharacterized motifs were detected, several of which are supported by available sequence-based and/or functional data. Instances of the predicted motifs were enriched around transcription start sites and contained signatures of selection. Moreover, the enrichment of the predicted motif instances in open chromatin and TF binding sites indicates their functionality, supported by the fact that genes carrying instances of these motifs were often found to be co-expressed and/or enriched in similar GO functions. Overall, our study unveiled several novel candidate motifs that might help our understanding of the genotype to phenotype association in crops.

随着测序成本的降低和大量测序基因组的可用性,比较基因组学越来越有吸引力,可以作为转录因子(TF)结合位点鉴定实验技术的补充。在这项研究中,我们重新设计了一个motif发现算法BLSSpeller,以应对更大的序列数据集。利用BLSSpeller在玉米16个单子叶系的比较基因组设置中鉴定新的基序。我们在拟南芥中发现了61个基序,其中20个与先前描述的基序模型相匹配。此外,还发现了一些新的、尚未表征的基序,其中一些基序得到了基于序列和/或功能数据的支持。预测基序的实例在转录起始位点周围富集,并包含选择的特征。此外,预测的基序实例在开放染色质和TF结合位点上的富集表明了它们的功能,这一事实得到了这样的支持:携带这些基序实例的基因经常被发现在类似的氧化石墨烯功能中共表达和/或富集。总的来说,我们的研究揭示了几个新的候选基序,这些基序可能有助于我们理解作物基因型与表型的关联。
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引用次数: 0
Chromosome-level genome of Tibetan naked carp (Gymnocypris przewalskii) provides insights into Tibetan highland adaptation. 青藏裸鱼(gymnocyis przewalskii)染色体水平基因组为青藏高原适应性研究提供了新的思路。
Fei Tian, Sijia Liu, Bingzheng Zhou, Yongtao Tang, Yu Zhang, Cunfang Zhang, Kai Zhao

Gymnocypris przewalskii, a cyprinid fish endemic to the Qinghai-Tibetan Plateau, has evolved unique morphological, physiological and genetic characteristics to adapt to the highland environment. Herein, we assembled a high-quality G. przewalskii tetraploid genome with a size of 2.03 Gb and scaffold N50 of 44.93 Mb, which was anchored onto 46 chromosomes. The comparative analysis suggested that gene families related to highland adaptation were significantly expanded in G. przewalskii. According to the G. przewalskii genome, we evaluated the phylogenetic relationship of 13 schizothoracine fishes, and inferred that the demographic history of G. przewalskii was strongly associated with geographic and eco-environmental alterations. We noticed that G. przewalskii experienced whole-genome duplication, and genes preserved post duplication were functionally associated with adaptation to high salinity and alkalinity. In conclusion, a chromosome-scale G. przewalskii genome provides an important genomic resource for teleost fish, and will particularly promote our understanding of the molecular evolution and speciation of fish in the highland environment.

普氏裸鲤是青藏高原特有的鲤科鱼类,为适应高原环境而进化出了独特的形态、生理和遗传特征。本研究构建了一个高质量的普氏四倍体基因组,其大小为2.03 Gb,支架N50为44.93 Mb,锚定在46条染色体上。对比分析表明,高原适应相关基因家族在普氏草原上有显著扩展。通过对13种裂胸科鱼类基因组的系统发育关系分析,推测其种群历史与地理和生态环境变迁密切相关。我们注意到,普氏原鼠经历了全基因组复制,复制后保存的基因在功能上与适应高盐度和高碱性有关。综上所述,przewalskii染色体尺度基因组为硬骨鱼提供了重要的基因组资源,尤其有助于我们对高原环境中鱼类的分子进化和物种形成的认识。
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引用次数: 4
High-quality, chromosome-scale genome assemblies: comparisons of three Diaphorina citri (Asian citrus psyllid) geographic populations. 高质量,染色体规模基因组组装:三个柑橘木虱(亚洲柑橘木虱)地理种群的比较。
Curtis R Carlson, Anneliek M Ter Horst, J Spencer Johnston, Elizabeth Henry, Bryce W Falk, Yen-Wen Kuo

The Asian citrus psyllid, Diaphorina citri, is the insect vector of the causal agent of huanglongbing (HLB), a devastating bacterial disease of commercial citrus. Presently, few genomic resources exist for D. citri. In this study, we utilized PacBio HiFi and chromatin confirmation contact (Hi-C) sequencing to sequence, assemble, and compare three high-quality, chromosome-scale genome assemblies of D. citri collected from California, Taiwan, and Uruguay. Our assemblies had final sizes of 282.67 Mb (California), 282.89 Mb (Taiwan), and 266.67 Mb (Uruguay) assembled into 13 pseudomolecules-a reduction in assembly size of 41-45% compared with previous assemblies which we validated using flow cytometry. We identified the X chromosome in D. citri and annotated each assembly for repetitive elements, protein-coding genes, transfer RNAs, ribosomal RNAs, piwi-interacting RNA clusters, and endogenous viral elements. Between 19,083 and 20,357 protein-coding genes were predicted. Repetitive DNA accounts for 36.87-38.26% of each assembly. Comparative analyses and mitochondrial haplotype networks suggest that Taiwan and Uruguay D. citri are more closely related, while California D. citri are closely related to Florida D. citri. These high-quality, chromosome-scale assemblies provide new genomic resources to researchers to further D. citri and HLB research.

柑桔木虱(Diaphorina citri)是柑桔细菌性致病菌黄龙病(HLB)的媒介昆虫。目前,柑橘的基因组资源很少。在这项研究中,我们利用PacBio HiFi和染色质确认接触(Hi-C)测序技术对采自美国加州、台湾和乌拉圭的三种高质量、染色体尺度的柑橘基因组片段进行了测序、组装和比较。我们的组装体最终大小分别为282.67 Mb(加利福尼亚)、282.89 Mb(台湾)和266.67 Mb(乌拉圭),组装成13个假分子,与之前使用流式细胞术验证的组装体相比,组装体大小减少了41-45%。我们鉴定了柑橘的X染色体,并对每个组装进行了重复元件、蛋白质编码基因、转移RNA、核糖体RNA、piwi相互作用RNA簇和内源性病毒元件的注释。在19083到20357个蛋白质编码基因之间被预测。重复DNA占每个组装的36.87-38.26%。比较分析和线粒体单倍型网络表明,台湾和乌拉圭的D. citri亲缘关系更近,而加利福尼亚的D. citri与佛罗里达的D. citri亲缘关系更近。这些高质量的染色体尺度组装为研究人员进一步研究柑橘和HLB提供了新的基因组资源。
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引用次数: 9
Incorporation of transition to transversion ratio and nonsense mutations, improves the estimation of the number of synonymous and non-synonymous sites in codons. 结合过渡到翻转比和无义突变,改进了密码子中同义和非同义位点数量的估计。
Ruksana Aziz, Piyali Sen, Pratyush Kumar Beura, Saurav Das, Debapriya Tula, Madhusmita Dash, Nima Dondu Namsa, Ramesh Chandra Deka, Edward J Feil, Siddhartha Sankar Satapathy, Suvendra Kumar Ray

A common approach to estimate the strength and direction of selection acting on protein coding sequences is to calculate the dN/dS ratio. The method to calculate dN/dS has been widely used by many researchers and many critical reviews have been made on its application after the proposition by Nei and Gojobori in 1986. However, the method is still evolving considering the non-uniform substitution rates and pretermination codons. In our study of SNPs in 586 genes across 156 Escherichia coli strains, synonymous polymorphism in 2-fold degenerate codons were higher in comparison to that in 4-fold degenerate codons, which could be attributed to the difference between transition (Ti) and transversion (Tv) substitution rates where the average rate of a transition is four times more than that of a transversion in general. We considered both the Ti/Tv ratio, and nonsense mutation in pretermination codons, to improve estimates of synonymous (S) and non-synonymous (NS) sites. The accuracy of estimating dN/dS has been improved by considering the Ti/Tv ratio and nonsense substitutions in pretermination codons. We showed that applying the modified approach based on Ti/Tv ratio and pretermination codons results in higher values of dN/dS in 29 common genes of equal reading-frames between E. coli and Salmonella enterica. This study emphasizes the robustness of amino acid composition with varying codon degeneracy, as well as the pretermination codons when calculating dN/dS values.

估计选择作用于蛋白质编码序列的强度和方向的常用方法是计算dN/dS比。计算dN/dS的方法在Nei和Gojobori于1986年提出之后被许多研究者广泛使用,并对其应用进行了许多批评性的评论。然而,考虑到不均匀的取代率和预终止密码子,该方法仍在不断发展。在我们对156个大肠杆菌菌株的586个基因的snp的研究中,2倍简并密码子的同义多态性高于4倍简并密码子,这可能是由于过渡(Ti)和翻转(Tv)替代率的差异,其中过渡的平均率是一般翻转的四倍。我们考虑了Ti/Tv比率和终止密码子的无义突变,以提高对同义(S)和非同义(NS)位点的估计。通过考虑Ti/Tv比值和前缀密码子的无义替换,提高了dN/dS估计的准确性。结果表明,采用基于Ti/Tv比值和终止密码子的改进方法,大肠杆菌和肠炎沙门氏菌具有相同读码框的29个常见基因的dN/dS值更高。本研究强调了不同密码子简并度的氨基酸组成的稳健性,以及在计算dN/dS值时的终止密码子。
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引用次数: 3
Whole-genome sequencing analysis and protocol for RNA interference of the endoparasitoid wasp Asobara japonica 拟内寄生蜂Asobara japonica全基因组测序分析及RNA干扰方案
Takumi Kamiyama, Yuko Shimada-Niwa, Hiroyuki Tanaka, M. Katayama, Takayoshi Kuwabara, Hitoha Mori, A. Kunihisa, T. Itoh, A. Toyoda, R. Niwa
Abstract Asobara japonica is an endoparasitic wasp that parasitizes Drosophila flies. It synthesizes various toxic components in the venom gland and injects them into host larvae during oviposition. To identify and characterize these toxic components for enabling parasitism, we performed the whole-genome sequencing (WGS) and devised a protocol for RNA interference (RNAi) with A. japonica. Because it has a parthenogenetic lineage due to Wolbachia infection, we generated a clonal strain from a single wasp to obtain highly homogenous genomic DNA. The WGS analysis revealed that the estimated genome size was 322 Mb with a heterozygosity of 0.132%. We also performed RNA-seq analyses for gene annotation. Based on the qualified WGS platform, we cloned ebony-Aj, which encodes the enzyme N-β-alanyl dopamine synthetase, which is involved in melanin production. The microinjection of double-stranded RNA (dsRNA) targeting ebony-Aj led to body colour changes in adult wasps, phenocopying ebony-Dm mutants. Furthermore, we identified putative venom genes as a target of RNAi, confirming that dsRNA injection-based RNAi specifically suppressed the expression of the target gene in wasp adults. Taken together, our results provide a powerful genetic toolkit for studying the molecular mechanisms of parasitism.
摘要Asobara japonica是一种寄生于果蝇体内的内寄生黄蜂。它在毒液腺中合成各种有毒成分,并在产卵时将它们注射到寄主幼虫体内。为了鉴定和表征这些导致寄生的有毒成分,我们进行了全基因组测序(WGS),并设计了一种RNA干扰(RNAi)方案。由于沃尔巴克氏体感染,它具有孤雌生殖谱系,我们从一只黄蜂中产生了一个克隆菌株,以获得高度同质的基因组DNA。WGS分析显示,估计基因组大小为322 Mb,杂合度为0.132%。我们还对基因注释进行了RNA-seq分析。基于符合条件的WGS平台,我们克隆了编码参与黑色素生成的N-β-丙烯基多巴胺合成酶的ebony-Aj。微注射靶向乌木- aj的双链RNA (dsRNA)导致成蜂体色发生变化,表型复制乌木- dm突变体。此外,我们确定了假定的毒液基因作为RNAi的靶标,证实了基于dsRNA注射的RNAi特异性地抑制了目标基因在成年黄蜂中的表达。综上所述,我们的研究结果为研究寄生的分子机制提供了一个强大的遗传工具。
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引用次数: 1
Environmental DNA analysis for macro-organisms: species distribution and more 大型生物的环境DNA分析:物种分布等
T. Minamoto
Abstract In an era of severe biodiversity loss, biological monitoring is becoming increasingly essential. The analysis of environmental DNA (eDNA) has emerged as a new approach that could revolutionize the biological monitoring of aquatic ecosystems. Over the past decade, macro-organismal eDNA analysis has undergone significant developments and is rapidly becoming established as the golden standard for non-destructive and non-invasive biological monitoring. In this review, I summarize the development of macro-organismal eDNA analysis to date and the techniques used in this field. I also discuss the future perspective of these analytical methods in combination with sophisticated analytical techniques for DNA research developed in the fields of molecular biology and molecular genetics, including genomics, epigenomics, and single-cell technologies. eDNA analysis, which to date has been used primarily for determining the distribution of organisms, is expected to develop into a tool for elucidating the physiological state and behaviour of organisms. The fusion of microbiology and macrobiology through an amalgamation of these technologies is anticipated to lead to the future development of an integrated biology.
在生物多样性严重丧失的时代,生物监测变得越来越重要。环境DNA (environmental DNA, eDNA)分析已经成为一种新的方法,可以彻底改变水生生态系统的生物监测。在过去的十年中,宏观生物eDNA分析经历了重大的发展,并迅速成为非破坏性和非侵入性生物监测的黄金标准。本文综述了宏观生物eDNA分析的研究进展及应用于该领域的技术。我还讨论了这些分析方法与分子生物学和分子遗传学领域的DNA研究的复杂分析技术相结合的未来前景,包括基因组学,表观基因组学和单细胞技术。迄今为止,eDNA分析主要用于确定生物体的分布,预计将发展成为阐明生物体的生理状态和行为的工具。通过这些技术的融合,微生物学和宏观生物学的融合有望导致综合生物学的未来发展。
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引用次数: 10
Constitutive expression of the global regulator AbrB restores the growth defect of a genome-reduced Bacillus subtilis strain and improves its metabolite production 全球调节因子AbrB的组成性表达恢复了基因组减少的枯草芽孢杆菌菌株的生长缺陷,并提高了其代谢物的产量
Junya Yamamoto, O. Chumsakul, Yoshihiro Toya, T. Morimoto, Shenghao Liu, K. Masuda, Y. Kageyama, T. Hirasawa, Fumio Matsuda, N. Ogasawara, H. Shimizu, Ken-Ichi Yoshida, T. Oshima, S. Ishikawa
Abstract Partial bacterial genome reduction by genome engineering can improve the productivity of various metabolites, possibly via deletion of non-essential genome regions involved in undesirable metabolic pathways competing with pathways for the desired end products. However, such reduction may cause growth defects. Genome reduction of Bacillus subtilis MGB874 increases the productivity of cellulases and proteases but reduces their growth rate. Here, we show that this growth defect could be restored by silencing redundant or less important genes affecting exponential growth by manipulating the global transcription factor AbrB. Comparative transcriptome analysis revealed that AbrB-regulated genes were upregulated and those involved in central metabolic pathway and synthetic pathways of amino acids and purine/pyrimidine nucleotides were downregulated in MGB874 compared with the wild-type strain, which we speculated were the cause of the growth defects. By constitutively expressing high levels of AbrB, AbrB regulon genes were repressed, while glycolytic flux increased, thereby restoring the growth rate to wild-type levels. This manipulation also enhanced the productivity of metabolites including γ-polyglutamic acid. This study provides the first evidence that undesired features induced by genome reduction can be relieved, at least partly, by manipulating a global transcription regulation system. A similar strategy could be applied to other genome engineering-based challenges aiming toward efficient material production in bacteria.
通过基因组工程减少部分细菌基因组可以提高各种代谢物的生产力,可能是通过删除非必需的基因组区域,这些区域涉及不需要的代谢途径,与所需的最终产物的途径竞争。然而,这种减少可能导致生长缺陷。枯草芽孢杆菌MGB874基因组的减少提高了纤维素酶和蛋白酶的产量,但降低了它们的生长速度。在这里,我们发现这种生长缺陷可以通过控制全局转录因子AbrB来沉默冗余或不太重要的影响指数生长的基因来恢复。对比转录组分析显示,与野生型菌株相比,MGB874中abrb调控基因上调,而与氨基酸和嘌呤/嘧啶核苷酸合成途径相关的基因下调,我们推测这是导致生长缺陷的原因。通过组成性表达高水平的AbrB, AbrB调控基因被抑制,糖酵解通量增加,从而使生长速度恢复到野生型水平。这种操作也提高了代谢物的生产力,包括γ-聚谷氨酸。这项研究提供了第一个证据,证明由基因组减少引起的不希望的特征可以通过操纵全球转录调控系统来缓解,至少部分缓解。类似的策略可以应用于其他基于基因组工程的挑战,旨在有效地在细菌中生产物质。
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引用次数: 1
Chromosome-level assembly, annotation and phylome of Pelobates cultripes, the western spadefoot toad 西部掌足蟾蜍的染色体水平组装、注释和分类
H. C. Liedtke, F. Cruz, J. Gómez-Garrido, Diego Fuentes Palacios, M. Marcet-Houben, M. Gut, T. Alioto, T. Gabaldón, I. Gomez‐Mestre
Abstract Genomic resources for amphibians are still hugely under-represented in vertebrate genomic research, despite being a group of major interest for ecology, evolution and conservation. Amphibians constitute a highly threatened group of vertebrates, present a vast diversity in reproductive modes, are extremely diverse in morphology, occupy most ecoregions of the world, and present the widest range in genome sizes of any major group of vertebrates. We combined Illumina, Nanopore and Hi-C sequencing technologies to assemble a chromosome-level genome sequence for an anuran with a moderate genome size (assembly span 3.09 Gb); Pelobates cultripes, the western spadefoot toad. The genome has an N50 length of 330 Mb with 98.6% of the total sequence length assembled into 14 super scaffolds, and 87.7% complete BUSCO genes. We use published transcriptomic data to provide annotations, identifying 32,684 protein-coding genes. We also reconstruct the P. cultripes phylome and identify 2,527 gene expansions. We contribute the first draft of the genome of the western spadefoot toad, P. cultripes. This species represents a relatively basal lineage in the anuran tree with an interesting ecology and a high degree of developmental plasticity, and thus is an important resource for amphibian genomic research.
两栖动物的基因组资源在脊椎动物基因组研究中仍然非常缺乏代表性,尽管两栖动物是生态学、进化和保护的主要兴趣群体。两栖动物是一种受到高度威胁的脊椎动物,在繁殖方式上表现出巨大的多样性,在形态上表现出极大的多样性,占据了世界上大多数的生态区域,并且在任何主要的脊椎动物类群中呈现出最广泛的基因组大小。我们结合Illumina, Nanopore和Hi-C测序技术组装了一个中等基因组大小(组装跨度3.09 Gb)的anuran染色体水平的基因组序列;黄足蟾蜍,西部的黄足蟾蜍。该基因组的N50长度为330 Mb,其中98.6%的序列长度被组装成14个超级支架,87.7%的基因组完整BUSCO基因。我们使用已发表的转录组学数据提供注释,确定了32,684个蛋白质编码基因。我们还重建了P. cultripes组,并鉴定了2,527个基因扩增。我们贡献了西部掌足蟾蜍,P. cultripes基因组的第一份草图。该物种代表了两栖动物树中一个相对基础的分支,具有有趣的生态和高度的发育可塑性,因此是两栖动物基因组研究的重要资源。
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引用次数: 1
MIG-seq is an effective method for high-throughput genotyping in wheat (Triticum spp.) MIG-seq是小麦(Triticum spp.)高通量基因分型的有效方法。
Kazusa Nishimura, Koichi Motoki, Akira Yamazaki, Rihito Takisawa, Y. Yasui, T. Kawai, K. Ushijima, R. Nakano, T. Nakazaki
Abstract MIG-seq (Multiplexed inter-simple sequence repeats genotyping by sequencing) has been developed as a low cost genotyping technology, although the number of polymorphisms obtained is assumed to be minimal, resulting in the low application of this technique to analyses of agricultural plants. We applied MIG-seq to 12 plant species that include various crops and investigated the relationship between genome size and the number of bases that can be stably sequenced. The genome size and the number of loci, which can be sequenced by MIG-seq, are positively correlated. This is due to the linkage between genome size and the number of simple sequence repeats (SSRs) through the genome. The applicability of MIG-seq to population structure analysis, linkage mapping, and quantitative trait loci (QTL) analysis in wheat, which has a relatively large genome, was further evaluated. The results of population structure analysis for tetraploid wheat showed the differences among collection sites and subspecies, which agreed with previous findings. Additionally, in wheat biparental mapping populations, over 3,000 SNPs/indels with low deficiency were detected using MIG-seq, and the QTL analysis was able to detect recognized flowering-related genes. These results revealed the effectiveness of MIG-seq for genomic analysis of agricultural plants with large genomes, including wheat.
MIG-seq (Multiplexed inter-simple sequence repeats genotyping by sequencing)作为一种低成本的基因分型技术已经发展起来,尽管该技术获得的多态性数量被认为是最少的,导致该技术在农业植物分析中的应用较少。我们将MIG-seq应用于包括各种作物在内的12种植物物种,并研究了基因组大小与可以稳定测序的碱基数量之间的关系。基因组大小与基因座数量呈正相关,可通过MIG-seq测序。这是由于基因组大小和通过基因组的简单序列重复(SSRs)数量之间的联系。进一步评价了MIG-seq在小麦群体结构分析、连锁定位、QTL分析等方面的适用性。四倍体小麦群体结构分析结果表明,不同采集点和亚种间存在差异,与前人的研究结果一致。此外,在小麦双亲本定位群体中,使用MIG-seq检测到3000多个低缺陷snp /indel, QTL分析能够检测到识别的开花相关基因。这些结果揭示了MIG-seq对包括小麦在内的大基因组农业植物基因组分析的有效性。
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引用次数: 2
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DNA Research: An International Journal for Rapid Publication of Reports on Genes and Genomes
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