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Association mapping in plants in the post-GWAS genomics era. 后gwas基因组时代的植物关联图谱。
4区 生物学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2019-01-01 Epub Date: 2019-01-22 DOI: 10.1016/bs.adgen.2018.12.001
Pushpendra K Gupta, Pawan L Kulwal, Vandana Jaiswal

With the availability of DNA-based molecular markers during early 1980s and that of sophisticated statistical tools in late 1980s and later, it became possible to identify genomic regions that control a quantitative trait. The two methods used for this purpose included quantitative trait loci (QTL) interval mapping and genome-wide association mapping/studies (GWAS). Both these methods have their own merits and demerits, so that newer approaches were developed in order to deal with the demerits. We have now entered a post-GWAS era, where either the original data on individual genotypes are being used again keeping in view the results of GWAS or else summary statistics obtained through GWAS is subjected to further analysis. The first half of this review briefly deals with the approaches that were used for GWAS, the GWAS results obtained in some major crops (maize, wheat, rice, sorghum and soybean), their utilization for crop improvement and the improvements made to address the limitations of original GWA studies (computational demand, multiple testing and false discovery, rare marker alleles, etc.). These improvements included the development of multi-locus and multi-trait analysis, joint linkage association mapping, etc. Since originally GWA studies were used for mere identification of marker-trait association for marker-assisted selection, the second half of the review is devoted to activities in post-GWAS era, which include different methods that are being used for identification of causal variants and their prioritization (meta-analysis, pathway-based analysis, methylation QTL), functional characterization of candidate signals, gene- and gene-set based association mapping, GWAS using high dimensional data through machine learning, etc. The last section deals with popular resources available for GWAS in plants in the post-GWAS era and the implications of the results of post-GWAS for crop improvement.

随着20世纪80年代初基于dna的分子标记的出现和80年代末及以后复杂的统计工具的出现,鉴定控制数量性状的基因组区域成为可能。用于此目的的两种方法包括数量性状位点(QTL)区间定位和全基因组关联定位/研究(GWAS)。这两种方法都有各自的优点和缺点,为了克服它们的缺点,需要开发新的方法。我们现在已经进入了后GWAS时代,在GWAS结果的基础上再次使用单个基因型的原始数据,或者通过GWAS获得的汇总统计数据进行进一步分析。本综述的前半部分简要介绍了用于GWAS的方法,在一些主要作物(玉米、小麦、水稻、高粱和大豆)上获得的GWAS结果,它们在作物改良中的应用,以及为解决原始GWA研究的局限性(计算需求、多重测试和错误发现、罕见标记等位基因等)所做的改进。这些改进包括多位点和多性状分析、联合连锁关联图谱的发展等。由于最初的GWA研究仅用于标记辅助选择的标记-性状关联鉴定,因此该综述的第二部分致力于后gwas时代的活动,其中包括用于鉴定因果变异及其优先级的不同方法(荟萃分析,基于途径的分析,甲基化QTL),候选信号的功能表征,基于基因和基因集的关联作图,GWAS通过机器学习等方式使用高维数据。最后一节讨论了后GWAS时代植物中GWAS可用的流行资源以及后GWAS结果对作物改良的影响。
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引用次数: 80
Series Page 系列页面
4区 生物学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2019-01-01 DOI: 10.1016/s0065-2660(19)30017-3
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引用次数: 0
Preface. 前言。
4区 生物学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2019-01-01 DOI: 10.1016/S0065-2660(19)30010-0
Dhavendra Kumar
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引用次数: 0
The role of inherited genetic variants in colorectal polyposis syndromes. 遗传变异在结直肠息肉病综合征中的作用。
4区 生物学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2019-01-01 Epub Date: 2019-01-22 DOI: 10.1016/bs.adgen.2018.11.002
E Short, J Sampson

Colorectal carcinoma (CRC) is the third most common cancer in men and the second most common cancer in women across the world. Most CRCs occur sporadically, but in 15-35% of cases, hereditary factors are important. Some patients with an inherited predisposition to CRC will be diagnosed with a "genetic polyposis syndrome" such as familial adenomatous polyposis (FAP), MUTYH-associated polyposis (MAP), polymerase proofreading associated polyposis (PPAP), NTHL1-associated polyposis, MSH3-associated polyposis or a hamartomatous polyposis syndrome. Individuals with ≥10 colorectal polyps have traditionally been referred for genetic diagnostic testing to identify APC and MUTYH mutations which cause FAP and MAP respectively. Mutations are found in most patients with >100 adenomas but in only a minority of those with 10-100 adenomas. The reasons that diagnostic laboratories are not identifying pathogenic variants include mutations occurring outside of the open reading frames of genes, individuals exhibiting generalized mosaicism and the involvement of additional genes. It is important to identify patients with an inherited polyposis syndrome, and to define the mutations causing their polyposis, so that the individuals and their relatives can be managed appropriately.

结直肠癌(CRC)是世界上第三大最常见的男性癌症和第二大最常见的女性癌症。大多数crc是零星发生的,但在15-35%的病例中,遗传因素是重要的。一些具有遗传易感性的CRC患者将被诊断为“遗传性息肉病综合征”,如家族性腺瘤性息肉病(FAP)、mutyh相关息肉病(MAP)、聚合酶校对相关息肉病(PPAP)、nthl1相关息肉病、msh3相关息肉病或错构瘤性息肉病综合征。结直肠息肉≥10个的个体传统上被推荐进行基因诊断检测,以确定分别导致FAP和MAP的APC和MUTYH突变。突变见于大多数>100个腺瘤的患者,但仅见于10-100个腺瘤的少数患者。诊断实验室无法识别致病变异的原因包括发生在基因开放阅读框之外的突变、个体表现出普遍嵌合现象以及其他基因的参与。重要的是确定遗传性息肉综合征患者,并确定导致其息肉病的突变,以便个人及其亲属可以得到适当的管理。
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引用次数: 7
Series Page 系列页面
4区 生物学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2019-01-01 DOI: 10.1016/s0065-2660(19)30005-7
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引用次数: 0
Understanding human DNA variants affecting pre-mRNA splicing in the NGS era. 了解NGS时代影响前mrna剪接的人类DNA变异。
4区 生物学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2019-01-01 Epub Date: 2019-01-17 DOI: 10.1016/bs.adgen.2018.09.002
Luiz Gustavo Dufner-Almeida, Ramon Torreglosa do Carmo, Cibele Masotti, Luciana Amaral Haddad

Pre-mRNA splicing, an essential step in eukaryotic gene expression, relies on recognition of short sequences on the primary transcript intron ends and takes place along transcription by RNA polymerase II. Exonic and intronic auxiliary elements may modify the strength of exon definition and intron recognition. Splicing DNA variants (SV) have been associated with human genetic diseases at canonical intron sites, as well as exonic substitutions putatively classified as nonsense, missense or synonymous variants. Their effects on mRNA may be modulated by cryptic splice sites associated to the SV allele, comprehending exon skipping or shortening, and partial or complete intron retention. As splicing mRNA outputs result from combinatorial effects of both intrinsic and extrinsic factors, in vitro functional assays supported by computational analyses are recommended to assist SV pathogenicity assessment for human Mendelian inheritance diseases. The increasing use of next-generating sequencing (NGS) targeting full genomic gene sequence has raised awareness of the relevance of deep intronic SV in genetic diseases and inclusion of pseudo-exons into mRNA. Finally, we take advantage of recent advances in sequencing and computational technologies to analyze alternative splicing in cancer. We explore the Catalog of Somatic Mutations in Cancer (COSMIC) to describe the proportion of splice-site mutations in cis and trans regulatory elements. Genomic data from large cohorts of different cancer types are increasingly available, in addition to repositories of normal and somatic genetic variations. These are likely to bring new insights to understanding the genetic control of alternative splicing by mapping splicing quantitative trait loci in tumors.

Pre-mRNA剪接是真核生物基因表达的一个重要步骤,它依赖于对初级转录内含子末端短序列的识别,并在RNA聚合酶II的转录过程中进行。外显子和内含子辅助元件可以改变外显子定义和内含子识别的强度。剪接DNA变异(SV)与典型内含子位点的人类遗传疾病有关,也与外显子替换相关,通常被归类为无义、错义或同义变异。它们对mRNA的影响可能由与SV等位基因相关的隐剪接位点调节,包括外显子跳跃或缩短,以及部分或完全内含子保留。由于剪接mRNA的输出是由内在和外在因素的组合作用产生的,因此建议采用计算分析支持的体外功能分析来辅助SV对人类孟德尔遗传疾病的致病性评估。越来越多地使用针对全基因组基因序列的下一代测序(NGS),提高了人们对遗传疾病和假外显子包含在mRNA中的深层内含子SV相关性的认识。最后,我们利用测序和计算技术的最新进展来分析癌症中的选择性剪接。我们探索了癌症中的体细胞突变目录(COSMIC)来描述顺式和反式调控元件剪接位点突变的比例。除了正常和体细胞遗传变异库之外,来自不同癌症类型的大型队列的基因组数据也越来越多。这些可能为通过绘制肿瘤剪接数量性状位点来理解选择性剪接的遗传控制带来新的见解。
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引用次数: 25
Genomic technologies for Hevea breeding. 橡胶树育种的基因组技术。
4区 生物学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2019-01-01 Epub Date: 2019-06-03 DOI: 10.1016/bs.adgen.2019.04.001
Radhakrishnan Supriya, Padmanabhan Mallinath Priyadarshan

The commercial production of high quality natural rubber (NR) solely depends on Hevea brasiliensis Muell. Arg, (Para rubber tree) and accounts for >98% of total production worldwide. NR with its unique properties is an essential commodity for the automobile industry and its synthetic counterparts are in no way substitute to it. The rubber tree genome is very complex and plays an important role in delivering the unique properties of Hevea. But a lack of knowledge on the molecular mechanisms of rubber biosynthesis, disease resistance, etc., in elite clones of rubber still persists. Marker-assisted selection and transgenic techniques were proved to be advantageous in improving the breeding efficiency for latex yield, disease resistance, etc. The suppression subtractive hybridization (SSH), in the form of subtracted cDNA libraries and microarrays, can assist in searching the functions of expressed genes (candidate gene approach). Expressed sequence tags (ESTs) related to various metabolic aspects are well utilized to create EST banks that broadly represent the genes expressed in one tissue, such as latex cells, that assists in the study of gene function and regulation. Transcriptome analysis and gene mapping have been accomplished in Hevea at various stages. However, a selection criterion to delineate high yielding genotypes at the juvenile stage has not been accomplished so far. This is the main pit fall for rubber breeding apart from stock-scion interactions leading to yield differences among a clonally multiplied population. At least four draft genome sequences have been published on Hevea rubber, and all give different genome size and contig lengths-a comprehensive and acceptable genomic map remains unfulfilled. The progress made in molecular markers, latex biosynthesis genes, transcriptome analysis, chloroplast and mitochondrial DNA diversity, paternity identification through Breeding without Breeding (BwB), stimulated latex production and its molecular intricacies, molecular biology of tapping panel dryness, genomics for changed climates and genome mapping are discussed in this review. These information can be utilized to improvise the molecular breeding programs of Hevea in future.

高品质天然橡胶(NR)的商业化生产完全依赖于巴西橡胶树。Arg, (Para橡胶树),占全球总产量的98%以上。天然橡胶以其独特的性能是汽车工业必不可少的商品,其合成物是无法替代的。橡胶树基因组非常复杂,在传递橡胶树独特特性方面起着重要作用。但对橡胶优良无性系的橡胶生物合成的分子机制、抗病性等仍缺乏认识。标记辅助选择和转基因技术在提高乳胶产量、抗病性等育种效率方面具有优势。抑制减法杂交(SSH),以减法cDNA文库和微阵列的形式,可以帮助搜索表达基因的功能(候选基因法)。与各种代谢方面相关的表达序列标签(EST)被很好地用于创建EST库,这些EST库广泛代表了在一个组织(如乳胶细胞)中表达的基因,有助于研究基因功能和调控。转录组分析和基因定位已经在橡胶树的各个阶段完成。然而,到目前为止,还没有一个选择标准来描述在幼年期高产的基因型。这是橡胶育种的主要缺陷,除了砧接穗相互作用导致无性系繁殖群体之间的产量差异之外。在Hevea橡胶上至少发表了四个基因组序列草图,它们都给出了不同的基因组大小和序列长度——一个全面的、可接受的基因组图谱仍然没有完成。本文综述了分子标记、乳胶生物合成基因、转录组分析、叶绿体和线粒体DNA多样性、无性繁殖(BwB)父系鉴定、刺激乳胶生产及其分子复杂性、拍打板干燥分子生物学、气候变化基因组学和基因组定位等方面的研究进展。这些信息可为今后改进胶合树分子育种方案提供参考。
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引用次数: 10
Contributors 贡献者
4区 生物学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2019-01-01 DOI: 10.1016/s0065-2660(19)30021-5
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引用次数: 0
The Criticisms of Pangenesis: The Years of Controversy. 泛生论的批评:争论的年代。
4区 生物学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2018-01-01 Epub Date: 2018-07-17 DOI: 10.1016/bs.adgen.2018.05.002
Yongsheng Liu

When first published in 1868, Darwin's Pangenesis was almost uniformly rejected by his contemporaries. Until recently it has still been regarded as Darwin's biggest mistake or a brilliant blunder. There are three main reasons for this. First, Galton transfused the blood of one variety of rabbit into another, and then bred together the latter. The results of breeding showed no variations of characters in the offspring. Thus he concluded that Darwin's Pangenesis was incorrect. Second, there was no direct evidence for the existence of Darwin's imaginary gemmules. Third, Darwin's Pangenesis explained the Lamarckian inheritance of acquired characters, graft hybridization, xenia and telegony, which were largely thought to be doubtful phenomena. Now the discoveries of circulating cell-free DNA, mobile RNAs, prions and extracellular vesicles provide striking evidence for the chemical existence of Darwin's supposed gemmules. There is also convincing evidence for heritable changes induced by blood transfusion in which Galton failed to find such effects in his experiment. Moreover, there is increasing evidence for the inheritance of acquired characters, graft hybridization, xenia and other phenomena that Pangenesis was designed to explain. In light of the mounting evidence, it is not proper to continue to consider Pangenesis as Darwin's biggest mistake or a brilliant blunder.

达尔文的泛生论在1868年首次发表时,几乎遭到了同时代人的一致反对。直到最近,它仍然被认为是达尔文最大的错误或辉煌的失误。这主要有三个原因。首先,高尔顿把一种兔子的血输到另一种兔子身上,然后把后者繁殖在一起。育种结果显示后代的性状没有变化。因此他断定达尔文的泛生论是不正确的。其次,没有直接的证据证明达尔文想象中的宝石的存在。第三,达尔文的泛生说解释了拉马克的获得性遗传、嫁接杂交、异种和遗传,这些在很大程度上被认为是值得怀疑的现象。现在,循环的无细胞DNA、可移动的rna、朊病毒和细胞外囊泡的发现,为达尔文假定的小分子的化学存在提供了惊人的证据。还有令人信服的证据表明输血引起的遗传变化,高尔顿在他的实验中没有发现这种影响。此外,越来越多的证据表明,获得性性状的遗传、嫁接杂交、异种和其他现象都是泛生论设计来解释的。鉴于越来越多的证据,继续认为泛生论是达尔文最大的错误或辉煌的失误是不恰当的。
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引用次数: 0
Darwin's Pangenesis and Medical Genetics. 达尔文的泛生论和医学遗传学。
4区 生物学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2018-01-01 Epub Date: 2018-07-20 DOI: 10.1016/bs.adgen.2018.05.008
Yongsheng Liu

Darwin had many close connections with medical men, and made a number of observations on inherited diseases, clearly describing the inheritance of sex-linked diseases, inherited diseases at corresponding ages, infectious disease and the causes of diseases. Darwin's Pangenesis provides an alternative explanation for cancer metastasis, and is now supported by the discovery of circulating tumour DNA. The "genometastasis hypothesis" proposed by Garcia-Olmo et al. is consistent with Pangenesis. Darwin's view of animal regeneration and his pangenetic explanation is also supported by the recent finding regarding the role of small RNAs and extracellular vesicles in regeneration. There is increasing evidence for genetic information exchange between the donor and recipient cells during transplantation, supporting Darwin's "graft hybridization" concept that gemmules released from the cells of the stock (or scion) could move into the scion (or stock) and incorporated into their cells. In addition, there is also increasing evidence for transposition of the viscera. It appears to me that there is a need to expand the concept of Darwinian medicine by incorporating Darwin's Pangenesis into it.

达尔文与医务人员有许多密切的联系,并对遗传病作了许多观察,清楚地描述了性别连锁疾病的遗传、相应年龄的遗传病、传染病和疾病的原因。达尔文的泛生说为癌症转移提供了另一种解释,现在循环肿瘤DNA的发现支持了这一解释。Garcia-Olmo等人提出的“基因转移假说”与泛生论是一致的。最近关于小rna和细胞外囊泡在再生中的作用的发现也支持了达尔文关于动物再生的观点和他的遗传解释。越来越多的证据表明,在移植过程中,供体细胞和受体细胞之间存在遗传信息交换,这支持了达尔文的“移植物杂交”概念,即从砧木(或接穗)细胞中释放出来的小粒可以进入接穗(或接穗)并融入它们的细胞中。此外,也有越来越多的证据表明内脏转位。在我看来,有必要通过将达尔文的泛生论纳入其中来扩展达尔文医学的概念。
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引用次数: 2
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