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Modifying mosquitoes to suppress disease transmission: Is the long wait over? 改造蚊子以抑制疾病传播:漫长的等待结束了吗?
IF 3.3 3区 生物学 Pub Date : 2022-06-02 DOI: 10.1093/genetics/iyac072
J. Powell
Abstract For more than 50 years it has been a dream of medical entomologists and public health workers to control diseases like malaria and dengue fever by modifying, through genetics and other methods, the arthropods that transmit them to humans. A brief synopsis of the history of these efforts as applied to mosquitoes is presented; none proved to be effective in reducing disease prevalence. Only in the last few years have novel approaches been developed or proposed that indicate the long wait may be over. Three recent developments are particularly promising: CRISPR-Cas9 driven genetic modification, shifting naturally occurring allele frequencies, and microbe-based modifications. The last is the furthest along in implementation. Dengue fever incidence has been reduced between 40% and 96% in 4 different regions of the world where Wolbachia-infected Aedes aegypti have been established in the field. It is not yet clear how sustainable such control programs will prove to be, but there is good reason for optimism. In light of this, the time is ripe for reinvigorated research on vectors, especially genetics. Vector-borne diseases primarily affect under-developed countries and thus have not received the attention they deserve from wealthier countries with well-developed and funded biomedical research establishments.
摘要超过50 多年来,医学昆虫学家和公共卫生工作者一直梦想着通过遗传学和其他方法改变传播给人类的节肢动物,从而控制疟疾和登革热等疾病。简要介绍了这些努力应用于蚊子的历史;没有一种被证明能有效降低疾病流行率。直到最近几年才开发或提出了新的方法,这表明漫长的等待可能已经结束。最近的三个进展特别有希望:CRISPR-Cas9驱动的基因修饰、改变自然发生的等位基因频率和基于微生物的修饰。最后一个是执行过程中最远的一个。在世界上4个不同的地区,登革热的发病率已经降低了40%至96%,这些地区已经在实地建立了感染沃尔巴克氏体的埃及伊蚊。目前还不清楚这种控制计划的可持续性如何,但有充分的理由保持乐观。有鉴于此,振兴载体研究,尤其是遗传学研究的时机已经成熟。媒介传播疾病主要影响欠发达国家,因此没有得到生物医学研究机构发达、资金充足的富裕国家应有的关注。
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引用次数: 5
Cas9-mediated maternal effect and derived resistance alleles in a gene-drive strain of the African malaria vector mosquito, Anopheles gambiae. 非洲疟媒冈比亚按蚊基因驱动株中cas9介导的母系效应及衍生抗性等位基因
IF 3.3 3区 生物学 Pub Date : 2022-05-31 DOI: 10.1093/genetics/iyac055
Rebeca Carballar-Lejarazú, Taylor Tushar, Thai Binh Pham, Anthony A James

CRISPR/Cas9 technologies are important tools for the development of gene-drive systems to modify mosquito vector populations to control the transmission of pathogens that cause diseases such as malaria. However, one of the challenges for current Cas9-based drive systems is their ability to produce drive-resistant alleles resulting from insertions and deletions (indels) caused principally by nonhomologous end-joining following chromosome cleavage. Rapid increases in the frequency of such alleles may impair gene-drive dynamics. We explored the generation of indels in the germline and somatic cells in female gene-drive lineages using a series of selective crosses between a gene-drive line, AgNosCd-1, and wild-type mosquitoes. We find that potential drive-resistant mutant alleles are generated largely during embryonic development, most likely caused by deposition of the Cas9 endonuclease and guide RNAs in oocytes and resulting embryos by homozygous and hemizygous gene-drive mothers.

摘要CRISPR/Cas9技术是开发基因驱动系统的重要工具,用于改变蚊子媒介种群,以控制导致疟疾等疾病的病原体的传播。然而,当前基于Cas9的驱动系统的挑战之一是它们产生驱动抗性等位基因的能力,该等位基因由主要由染色体切割后的非同源末端连接引起的插入和缺失(indel)引起。这种等位基因频率的快速增加可能损害基因驱动动力学。我们使用基因驱动系AgNosCd-1和野生型蚊子之间的一系列选择性杂交,探索了雌性基因驱动谱系的种系和体细胞中indel的产生。我们发现,潜在的驱动抗性突变等位基因主要在胚胎发育过程中产生,很可能是由纯合和半合基因驱动母亲在卵母细胞中沉积Cas9核酸内切酶和引导RNA以及由此产生的胚胎引起的。
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引用次数: 0
High-throughput characterization, correlation, and mapping of leaf photosynthetic and functional traits in the soybean (Glycine max) nested association mapping population. 大豆(glycine max)巢式关联定位群体叶片光合和功能性状的高通量表征、相关性和定位。
IF 3.3 3区 生物学 Pub Date : 2022-05-31 DOI: 10.1093/genetics/iyac065
Christopher M Montes, Carolyn Fox, Álvaro Sanz-Sáez, Shawn P Serbin, Etsushi Kumagai, Matheus D Krause, Alencar Xavier, James E Specht, William D Beavis, Carl J Bernacchi, Brian W Diers, Elizabeth A Ainsworth

Photosynthesis is a key target to improve crop production in many species including soybean [Glycine max (L.) Merr.]. A challenge is that phenotyping photosynthetic traits by traditional approaches is slow and destructive. There is proof-of-concept for leaf hyperspectral reflectance as a rapid method to model photosynthetic traits. However, the crucial step of demonstrating that hyperspectral approaches can be used to advance understanding of the genetic architecture of photosynthetic traits is untested. To address this challenge, we used full-range (500-2,400 nm) leaf reflectance spectroscopy to build partial least squares regression models to estimate leaf traits, including the rate-limiting processes of photosynthesis, maximum Rubisco carboxylation rate, and maximum electron transport. In total, 11 models were produced from a diverse population of soybean sampled over multiple field seasons to estimate photosynthetic parameters, chlorophyll content, leaf carbon and leaf nitrogen percentage, and specific leaf area (with R2 from 0.56 to 0.96 and root mean square error approximately <10% of the range of calibration data). We explore the utility of these models by applying them to the soybean nested association mapping population, which showed variability in photosynthetic and leaf traits. Genetic mapping provided insights into the underlying genetic architecture of photosynthetic traits and potential improvement in soybean. Notably, the maximum Rubisco carboxylation rate mapped to a region of chromosome 19 containing genes encoding multiple small subunits of Rubisco. We also mapped the maximum electron transport rate to a region of chromosome 10 containing a fructose 1,6-bisphosphatase gene, encoding an important enzyme in the regeneration of ribulose 1,5-bisphosphate and the sucrose biosynthetic pathway. The estimated rate-limiting steps of photosynthesis were low or negatively correlated with yield suggesting that these traits are not influenced by the same genetic mechanisms and are not limiting yield in the soybean NAM population. Leaf carbon percentage, leaf nitrogen percentage, and specific leaf area showed strong correlations with yield and may be of interest in breeding programs as a proxy for yield. This work is among the first to use hyperspectral reflectance to model and map the genetic architecture of the rate-limiting steps of photosynthesis.

光合作用是包括大豆在内的许多物种提高作物产量的关键目标[甘氨酸max (L.)]稳定)。一个挑战是,通过传统方法对光合特性进行表型分析是缓慢且具有破坏性的。叶片高光谱反射率作为一种快速模拟光合特性的方法已经得到了概念验证。然而,证明高光谱方法可用于促进对光合特性遗传结构的理解的关键步骤尚未经过测试。为了解决这一挑战,我们使用全范围(500-2400 nm)叶片反射光谱建立偏最小二乘回归(PLSR)模型来估计叶片性状,包括光合作用的限速过程、最大Rubisco羧化速率和最大电子传递。共建立了11个模型,用于估算大豆不同种群的光合参数、叶绿素含量、叶片碳和叶片氮百分比以及比叶面积(R2为0.56 ~ 0.96,RMSE约<校准数据范围的10%)。我们通过将这些模型应用于大豆巢式关联图谱群体来探索这些模型的实用性,这些群体显示了光合和叶片性状的变异性。遗传作图提供了对大豆光合特性的潜在遗传结构和潜在改良的见解。值得注意的是,最大的Rubisco羧化率映射到19号染色体的一个区域,该区域含有编码多个Rubisco小亚基的基因。我们还将最大电子传递率定位到10号染色体上含有果糖1,6-二磷酸酶基因的区域,该基因编码在1,5-二磷酸核酮糖再生和蔗糖生物合成途径中重要的酶。估算的光合速率限制步骤与产量呈低相关或负相关,表明这些性状不受相同遗传机制的影响,在大豆NAM群体中不限制产量。叶片碳百分比、叶片氮百分比和比叶面积与产量有很强的相关性,并可能作为产量的代理在育种计划中引起兴趣。这项工作是第一次使用高光谱反射率来模拟和绘制光合作用限速步骤的遗传结构。
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引用次数: 5
Seed banks alter the molecular evolutionary dynamics of Bacillus subtilis. 种子库改变枯草芽孢杆菌的分子进化动力学
IF 3.3 3区 生物学 Pub Date : 2022-05-31 DOI: 10.1093/genetics/iyac071
William R Shoemaker, Evgeniya Polezhaeva, Kenzie B Givens, Jay T Lennon

Fluctuations in the availability of resources constrain the growth and reproduction of individuals, which subsequently affects the evolution of their respective populations. Many organisms contend with such fluctuations by entering a reversible state of reduced metabolic activity, a phenomenon known as dormancy. This pool of dormant individuals (i.e. a seed bank) does not reproduce and is expected to act as an evolutionary buffer, though it is difficult to observe this effect directly over an extended evolutionary timescale. Through genetic manipulation, we analyze the molecular evolutionary dynamics of Bacillus subtilis populations in the presence and absence of a seed bank over 700 days. The ability of these bacteria to enter a dormant state increased the accumulation of genetic diversity over time and altered the trajectory of mutations, findings that were recapitulated using simulations based on a mathematical model of evolutionary dynamics. While the ability to form a seed bank did not alter the degree of negative selection, we found that it consistently altered the direction of molecular evolution across genes. Together, these results show that the ability to form a seed bank can affect the direction and rate of molecular evolution over an extended evolutionary timescale.

资源可用性的波动限制了个体的生长和繁殖,从而影响了各自种群的进化。许多生物体通过进入代谢活性降低的可逆状态来应对这种波动,这种现象被称为休眠。这种休眠个体库(即种子库)不会繁殖,预计将作为进化缓冲区,尽管很难在延长的进化时间尺度上直接观察到这种影响。通过基因操作,我们分析了枯草芽孢杆菌种群在存在和不存在种子库的情况下700多天的分子进化动力学。这些细菌进入休眠状态的能力随着时间的推移增加了遗传多样性的积累,并改变了突变的轨迹,这些发现通过基于进化动力学数学模型的模拟进行了重述。虽然形成种子库的能力并没有改变负选择的程度,但我们发现它始终改变了跨基因的分子进化方向。总之,这些结果表明,在延长的进化时间尺度上,形成种子库的能力可以影响分子进化的方向和速度。
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引用次数: 0
The zinc-finger transcription factor LSL-1 is a major regulator of the germline transcriptional program in Caenorhabditis elegans. 锌指转录因子 LSL-1 是秀丽隐杆线虫种系转录程序的主要调节因子。
IF 3.3 3区 生物学 Pub Date : 2022-05-05 DOI: 10.1093/genetics/iyac039
David Rodriguez-Crespo, Magali Nanchen, Shweta Rajopadhye, Chantal Wicky

Specific gene transcriptional programs are required to ensure the proper proliferation and differentiation processes underlying the production of specialized cells during development. Gene activity is mainly regulated by the concerted action of transcription factors and chromatin proteins. In the nematode Caenorhabditis elegans, mechanisms that silence improper transcriptional programs in germline and somatic cells have been well studied, however, how are tissue-specific sets of genes turned on is less known. LSL-1 is herein defined as a novel crucial transcriptional regulator of germline genes in C. elegans. LSL-1 is first detected in the P4 blastomere and remains present at all stages of germline development, from primordial germ cell proliferation to the end of meiotic prophase. lsl-1 loss-of-function mutants exhibit many defects including meiotic prophase progression delay, a high level of germline apoptosis, and production of almost no functional gametes. Transcriptomic analysis and ChIP-seq data show that LSL-1 binds to promoters and acts as a transcriptional activator of germline genes involved in various processes, including homologous chromosome pairing, recombination, and genome stability. Furthermore, we show that LSL-1 functions by antagonizing the action of the heterochromatin proteins HPL-2/HP1 and LET-418/Mi2 known to be involved in the repression of germline genes in somatic cells. Based on our results, we propose LSL-1 to be a major regulator of the germline transcriptional program during development.

在发育过程中,需要特定的基因转录程序来确保特化细胞的正常增殖和分化过程。基因活动主要受转录因子和染色质蛋白的协同作用调控。在线虫秀丽隐杆线虫(Caenorhabditis elegans)中,人们对抑制生殖细胞和体细胞中不适当转录程序的机制进行了深入研究,但对组织特异性基因如何开启却知之甚少。本文将 LSL-1 定义为 elegans 生殖系基因的一种新型关键转录调节因子。lsl-1功能缺失突变体表现出许多缺陷,包括减数分裂前期进展延迟、高水平的生殖细胞凋亡以及几乎不产生功能配子。转录组分析和 ChIP-seq 数据显示,LSL-1 与启动子结合,是生殖系基因的转录激活因子,参与同源染色体配对、重组和基因组稳定性等多个过程。此外,我们还发现,LSL-1 通过拮抗异染色质蛋白 HPL-2/HP1 和 LET-418/Mi2 的作用而发挥作用,已知这两种蛋白参与了体细胞中生殖系基因的抑制作用。基于我们的研究结果,我们认为 LSL-1 是发育过程中生殖系转录程序的主要调节因子。
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引用次数: 0
Nematode chromosomes. 线虫染色体。
IF 3.3 3区 生物学 Pub Date : 2022-05-05 DOI: 10.1093/genetics/iyac014
Peter M Carlton, Richard E Davis, Shawn Ahmed

The nematode Caenorhabditis elegans has shed light on many aspects of eukaryotic biology, including genetics, development, cell biology, and genomics. A major factor in the success of C. elegans as a model organism has been the availability, since the late 1990s, of an essentially gap-free and well-annotated nuclear genome sequence, divided among 6 chromosomes. In this review, we discuss the structure, function, and biology of C. elegans chromosomes and then provide a general perspective on chromosome biology in other diverse nematode species. We highlight malleable chromosome features including centromeres, telomeres, and repetitive elements, as well as the remarkable process of programmed DNA elimination (historically described as chromatin diminution) that induces loss of portions of the genome in somatic cells of a handful of nematode species. An exciting future prospect is that nematode species may enable experimental approaches to study chromosome features and to test models of chromosome evolution. In the long term, fundamental insights regarding how speciation is integrated with chromosome biology may be revealed.

秀丽隐杆线虫揭示了真核生物学的许多方面,包括遗传学,发育,细胞生物学和基因组学。秀丽隐杆线虫作为一种模式生物成功的一个主要因素是,自20世纪90年代末以来,我们获得了一个基本上没有空白且注释良好的核基因组序列,该序列分为6条染色体。本文对秀丽隐杆线虫染色体的结构、功能和生物学进行了综述,并对其他线虫物种的染色体生物学研究进行了展望。我们强调了可塑性染色体的特征,包括着丝粒、端粒和重复元件,以及显著的程序性DNA消除过程(历史上被描述为染色质减少),该过程会导致少数线虫物种体细胞中部分基因组的丢失。一个令人兴奋的未来前景是,线虫物种可能使实验方法研究染色体特征和测试染色体进化模型。从长远来看,关于物种形成如何与染色体生物学相结合的基本见解可能会得到揭示。
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引用次数: 9
Axon-dendrite and apical-basolateral sorting in a single neuron. 单个神经元的轴突-树突和顶点-基底外侧分选
IF 3.3 3区 生物学 Pub Date : 2022-05-05 DOI: 10.1093/genetics/iyac036
Monique Lillis, Nathan J Zaccardi, Maxwell G Heiman

Cells are highly organized machines with functionally specialized compartments. For example, membrane proteins are localized to axons or dendrites in neurons and to apical or basolateral surfaces in epithelial cells. Interestingly, many sensory cells-including vertebrate photoreceptors and olfactory neurons-exhibit both neuronal and epithelial features. Here, we show that Caenorhabditis elegans amphid neurons simultaneously exhibit axon-dendrite sorting like a neuron and apical-basolateral sorting like an epithelial cell. The distal ∼5-10 µm of the dendrite is apical, while the remainder of the dendrite, soma, and axon are basolateral. To determine how proteins are sorted among these compartments, we studied the localization of the conserved adhesion molecule SAX-7/L1CAM. Using minimal synthetic transmembrane proteins, we found that the 91-aa cytoplasmic tail of SAX-7 is necessary and sufficient to direct basolateral localization. Basolateral localization can be fully recapitulated using either of 2 short (10-aa or 19-aa) tail sequences that, respectively, resemble dileucine and Tyr-based motifs known to mediate sorting in mammalian epithelia. The Tyr-based motif is conserved in human L1CAM but had not previously been assigned a function. Disrupting key residues in either sequence leads to apical localization, while "improving" them to match epithelial sorting motifs leads to axon-only localization. Indeed, changing only 2 residues in a short motif is sufficient to redirect the protein between apical, basolateral, and axonal localization. Our results demonstrate that axon-dendrite and apical-basolateral sorting pathways can coexist in a single cell, and suggest that subtle changes to short sequence motifs are sufficient to redirect proteins between these pathways.

摘要细胞是高度组织化的机器,具有功能专门的隔间。例如,膜蛋白定位于神经元中的轴突或树突,以及上皮细胞中的顶端或基底外侧表面。有趣的是,许多感觉细胞——包括脊椎动物的感光细胞和嗅觉神经元——同时表现出神经元和上皮细胞的特征。在这里,我们发现秀丽隐杆线虫的两个神经元同时表现出像神经元一样的轴突树突分类和像上皮细胞一样的顶端基底外侧分类。树突的远端~5–10µm为顶端,而树突、胞体和轴突的其余部分为基底外侧。为了确定蛋白质是如何在这些区室中分类的,我们研究了保守的粘附分子SAX-7/L1CAM的定位。使用最小合成的跨膜蛋白,我们发现SAX-7的91个氨基酸的细胞质尾部对于指导基底外侧定位是必要的和充分的。可以使用2个短(10aa或19aa)尾序列中的任一个来完全概括基底外侧定位,该序列分别类似于已知在哺乳动物上皮中介导分选的基于二亮氨酸和Tyr的基序。基于Tyr的基序在人类L1CAM中是保守的,但以前没有被赋予功能。破坏任一序列中的关键残基会导致顶端定位,而“改进”它们以匹配上皮分选基序会导致仅轴突定位。事实上,在一个短基序中仅改变2个残基就足以在顶端、基底外侧和轴突定位之间重定向蛋白质。我们的研究结果表明,轴突树突和顶端基底外侧分选途径可以共存于一个细胞中,并表明短序列基序的细微变化足以在这些途径之间重定向蛋白质。
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引用次数: 0
Plant Genetics and Genomics: A Call for Papers 植物遗传学与基因组学:论文征集
IF 3.3 3区 生物学 Pub Date : 2022-04-27 DOI: 10.1093/genetics/iyac059
The journals of the Genetics Society of America, GENETICS and G3: GenesjGenomesjGenetics, are calling for submissions of papers in the area of Plant Genetics and Genomics. Plant science has played a central role in a broad range of discoveries in Genetics and Genomics, ranging from Mendel’s original transformative studies of inheritance, McClintock’s discovery of mobile genetic elements, to Borlaug’s success in the genetic improvement of plants during the Green Revolution. Plants are also a vital component of the natural biota and the central pillar of human food production and security. A better understanding of both basic and applied plant biology is critical to overcoming a number of challenges currently facing humanity, including combating climate change, world hunger, the production of sustainability energy, and the conservation of biodiversity and ecosystem function. This series will highlight ongoing advances in Plant Genetics and Genomics by presenting key research findings, new discoveries, and reviews or perspectives. We invite high-quality submissions for all of the journal sections including quantitative traits, gene expression, genome composition, and transmission genetics, but with a special emphasis on plant-environment interaction, genetics and genomics of adaptation, and studies leveraging advanced genomic tools for gene identification and editing to address the issues noted above. Series Editors:
美国遗传学会的期刊《遗传学》和《G3: GenesjGenomesjGenetics》正在征集植物遗传学和基因组学领域的论文。植物科学在遗传学和基因组学的广泛发现中发挥了核心作用,从孟德尔对遗传的原始变革研究,麦克林托克对可移动遗传元素的发现,到博洛格在绿色革命期间对植物基因改良的成功。植物也是自然生物群的重要组成部分,也是人类粮食生产和安全的中心支柱。更好地了解基础和应用植物生物学对于克服人类目前面临的许多挑战至关重要,包括应对气候变化,世界饥饿,可持续能源的生产以及生物多样性和生态系统功能的保护。本系列将通过介绍植物遗传学和基因组学的主要研究成果、新发现和评论或观点,突出植物遗传学和基因组学的最新进展。我们邀请高质量的投稿,包括数量性状、基因表达、基因组组成和传播遗传学,但特别强调植物与环境的相互作用、适应的遗传学和基因组学,以及利用先进的基因组工具进行基因鉴定和编辑的研究,以解决上述问题。系列的编辑:
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引用次数: 0
Dcifer: an IBD-based method to calculate genetic distance between polyclonal infections Dcifer:一种基于ibd的方法计算多克隆感染之间的遗传距离
IF 3.3 3区 生物学 Pub Date : 2022-04-15 DOI: 10.1101/2022.04.14.488406
Inna Gerlovina, B. Gerlovin, I. Rodríguez-Barraquer, B. Greenhouse
An essential step toward reconstructing pathogen transmission and answering epidemiologically relevant questions from genomic data is obtaining pairwise genetic distance between infections. For recombining organisms such as malaria parasites, relatedness measures quantifying recent shared ancestry would provide a meaningful distance, suggesting methods based on identity by descent (IBD). While the concept of relatedness and consequently an IBD approach is fairly straightforward for individual parasites, the distance between polyclonal infections, which are prevalent in malaria, presents specific challenges and awaits a general solution that could be applied to infections of any clonality and accommodate multiallelic (e.g. microsatellite or microhaplotype) and biallelic (SNP) data. Filling this methodological gap, we present Dcifer (Distance for complex infections: fast estimation of relatedness), a method for calculating genetic distance between polyclonal infections, which is designed for unphased data, explicitly accounts for population allele frequencies and complexity of infection, and provides reliable inference. Dcifer’s IBD-based framework allows us to define model parameters that represent interhost relatedness and to propose corresponding estimators with attractive statistical properties. By using combinatorics to account for unobserved phased haplotypes, Dcifer is able to quickly process large datasets and estimate pairwise relatedness along with measures of uncertainty. We show that Dcifer delivers accurate and interpretable results and detects related infections with statistical power that is 2-4 times greater than that of approaches based on identity by state. Applications to real data indicate that relatedness structure aligns with geographic locations. Dcifer is implemented in a comprehensive publicly available software package.
从基因组数据中重建病原体传播和回答流行病学相关问题的重要一步是获得感染之间的成对遗传距离。对于重组诸如疟疾寄生虫之类的生物体,量化最近共同祖先的亲缘关系测量将提供有意义的距离,提出了基于血统识别(IBD)的方法。虽然对单个寄生虫而言,相关性的概念和IBD方法相当简单,但疟疾中普遍存在的多克隆感染之间的距离提出了具体的挑战,需要一种通用的解决方案,可以应用于任何克隆性的感染,并适应多等位基因(例如微卫星或微单倍型)和双等位基因(SNP)数据。为了填补这一方法上的空白,我们提出了Dcifer(复杂感染的距离:快速估计相关性),这是一种计算多克隆感染之间遗传距离的方法,它是为非阶段数据设计的,明确地考虑了群体等位基因频率和感染的复杂性,并提供了可靠的推断。Dcifer基于ibd的框架允许我们定义表示主机间相关性的模型参数,并提出具有吸引人的统计特性的相应估计器。通过使用组合学来解释未观察到的阶段性单倍型,Dcifer能够快速处理大型数据集并估计成对相关性以及不确定性的测量。我们表明,Dcifer提供了准确且可解释的结果,并以比基于州身份的方法高2-4倍的统计能力检测相关感染。对实际数据的应用表明,关联度结构与地理位置一致。Dcifer是在一个全面的公开软件包中实现的。
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引用次数: 10
Combining GWAS and TWAS to identify candidate causal genes for tocochromanol levels in maize grain 结合GWAS和TWAS鉴定玉米粒中生育酚水平的候选致病基因
IF 3.3 3区 生物学 Pub Date : 2022-04-03 DOI: 10.1093/genetics/iyac091
Di Wu, Xiaowei Li, Ryokei Tanaka, Joshua C. Wood, Laura E. Tibbs-Cortes, M. Magallanes-Lundback, Nolan Bornowski, J. Hamilton, Brieanne Vaillancourt, C. Diepenbrock, Xianran Li, Nicholas T. Deason, Gregory R. Schoenbaum, Jianming Yu, C. Robin Buell, D. DellaPenna, M. Gore
Tocochromanols (tocopherols and tocotrienols, collectively vitamin E) are lipid-soluble antioxidants important for both plant fitness and human health. The main dietary sources of vitamin E are seed oils that often accumulate high levels of tocopherol isoforms with lower vitamin E activity. The tocochromanol biosynthetic pathway is conserved across plant species but an integrated view of the genes and mechanisms underlying natural variation of tocochromanol levels in seed of most cereal crops remains limited. To address this issue, we utilized the high mapping resolution of the maize Ames panel of ∼1,500 inbred lines scored with 12.2 million single-nucleotide polymorphisms to generate metabolomic (mature grain tocochromanols) and transcriptomic (developing grain) data sets for genetic mapping. By combining results from genome- and transcriptome-wide association studies, we identified a total of 13 candidate causal gene loci, including five that had not been previously associated with maize grain tocochromanols: four biosynthetic genes (arodeH2 paralog, dxs1, vte5, and vte7) and a plastid S-adenosyl methionine transporter (samt1). Expression quantitative trait locus (eQTL) mapping of these 13 gene loci revealed that they are predominantly regulated by cis-eQTL. Through a joint statistical analysis, we implicated cis-acting variants as responsible for co-localized eQTL and GWAS association signals. Our multi-omics approach provided increased statistical power and mapping resolution to enable a detailed characterization of the genetic and regulatory architecture underlying tocochromanol accumulation in maize grain and provided insights for ongoing biofortification efforts to breed and/or engineer vitamin E and antioxidant levels in maize and other cereals.
生育酚(生育酚和生育三烯酚,统称维生素E)是脂溶性抗氧化剂,对植物健康和人类健康都很重要。维生素E的主要膳食来源是种子油,种子油通常积累高水平的生育酚异构体,而维生素E活性较低。生育酚生物合成途径在植物物种中是保守的,但对大多数谷物作物种子中生育酚水平自然变化的基因和机制的综合看法仍然有限。为了解决这个问题,我们利用玉米Ames小组的高作图分辨率,用1220万个单核苷酸多态性对约1500个自交系进行评分,生成用于遗传作图的代谢组学(成熟谷物生育酚)和转录组学(发育中的谷物)数据集。通过结合全基因组和转录组关联研究的结果,我们共确定了13个候选致病基因位点,其中5个先前未与玉米粒生育酚相关:4个生物合成基因(arodeH2 paralog、dxs1、vte5和vte7)和一个质体S-腺苷甲硫氨酸转运蛋白(samt1)。这13个基因位点的表达定量性状位点(eQTL)定位表明,它们主要受顺式eQTL的调控。通过联合统计分析,我们推测顺式作用变异体负责共同定位的eQTL和GWAS关联信号。我们的多组学方法提供了更高的统计能力和绘图分辨率,从而能够详细表征玉米籽粒中生育酚积累的遗传和调控结构,并为正在进行的生物强化工作提供了见解,以培育和/或设计玉米和其他谷物中的维生素E和抗氧化剂水平。
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引用次数: 11
期刊
Genetics
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