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Crosstalk between and developmental dynamics of C. elegans Argonaute proteins. 秀丽隐杆线虫Argonaute蛋白间的串扰及发育动力学。
IF 5.1 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-23 DOI: 10.1093/genetics/iyag077
Ann-Sophie Seistrup, Emily Nischwitz, Falk Butter, René F Ketting

Gene regulation via Argonaute-bound small RNAs is a broadly conserved mechanism, present in all domains of life. The nematode Caenorhabditis elegans expresses several worm-specific Argonautes (WAGOs), which interact with the small RNAs known as 22G-RNAs. These WAGOs have roles in gene regulation, transposon-defence as well as in viral control and experimentally induced RNA interference. Despite many studies, direct relationships between WAGO targeting, as defined by 22G-RNA sequences, and mRNA abundance are not clear. Also, the effects of developmental stage and WAGO-interconnectivity have been under-studied thus far. We studied these aspects for two germline-expressed WAGO proteins, WAGO-1 and WAGO-3. We show that WAGO-1 mostly affects 22G-RNA expression in gravid adult worms, while WAGO-3 predominantly affects 22G-RNA expression in embryos. Furthermore, we detect a link between WAGO-3 and the maternal 26G-RNA pathway governed by the Argonaute protein ERGO-1, and between WAGO-1 and the paternal 26G-RNA pathway governed by the Argonautes ALG-3/4. We also demonstrate that, globally speaking, loss of WAGO-1 or WAGO-3 does not result in upregulation of their target mRNAs, as defined by 22G-RNA complementarity. Finally, metagene analysis of 22G-RNA profiles suggests loss of one WAGO protein leads to shifts in WAGO 22G-RNA binding. Overall, we conclude that WAGO-1 and WAGO-3 are developmentally dynamic, are embedded in distinct regulatory networks, and that potential silencing of individual mRNAs by these WAGO proteins is hard to assess by simple loss-of-function studies.

通过argonaute结合的小rna进行基因调控是一种广泛保守的机制,存在于生命的所有领域。秀丽隐杆线虫表达几种蠕虫特异性Argonautes (wago),它们与被称为22g - rna的小rna相互作用。这些wago在基因调控、转座子防御以及病毒控制和实验诱导的RNA干扰中发挥作用。尽管有许多研究,但WAGO靶向(由22G-RNA序列定义)与mRNA丰度之间的直接关系尚不清楚。此外,发育阶段和wago -互联性的影响目前还没有得到充分的研究。我们对两个种系表达的WAGO蛋白WAGO-1和WAGO-3进行了这些方面的研究。我们发现WAGO-1主要影响妊娠成虫22G-RNA的表达,而WAGO-3主要影响胚胎22G-RNA的表达。此外,我们还发现了WAGO-3与Argonaute蛋白ERGO-1调控的母体26G-RNA通路之间的联系,以及WAGO-1与Argonaute蛋白algo -3/4调控的父本26G-RNA通路之间的联系。我们还证明,在全球范围内,WAGO-1或WAGO-3的缺失不会导致其靶mrna的上调,如22G-RNA互补性所定义的那样。最后,22G-RNA谱的元基因分析表明,一个WAGO蛋白的缺失导致WAGO 22G-RNA结合发生变化。总之,我们得出结论,WAGO-1和WAGO-3是发育动态的,嵌入在不同的调控网络中,这些WAGO蛋白对单个mrna的潜在沉默很难通过简单的功能缺失研究来评估。
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引用次数: 0
Large Impact of Genetic Data Processing Steps on Stability and Reproducibility of Set-Based Analyses in Genome-Wide Association Studies. 遗传数据处理步骤对全基因组关联研究中基于集的分析的稳定性和可重复性的巨大影响。
IF 5.1 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-23 DOI: 10.1093/genetics/iyag079
Naishu Kui, Yao Yu, Jaihee Choi, Zachary R McCaw, Xihao Li, Chad Huff, Ryan Sun

Genome-wide association studies (GWAS) are a foundational tool in human genetics research, however, challenges in stability and reproducibility of GWAS results are often noted. The main goals of this work are to describe, analyze, and provide tools for solving such reproducibility challenges in a popular component of GWAS literature: set-based (a) hypothesis testing and (b) effect size estimation studies. Common forms of (a) include rare variant or gene-based association studies, while (b) frequently occurs in polygenic score construction and fine-mapping studies. Specifically, we focus on how the set-based natures of (a) and (b) often fuel non-reproducible results due to seemingly innocuous differences in data processing pipelines that are rarely discussed. Such obstacles present enormous challenges for the robustness and reliability of GWAS findings. First, we describe the processing challenges both qualitatively and quantitively, casting the statistical models in a model misspecification framework. Second, we analytically calculate the differences in power and amounts of bias that can arise in (a) and (b), respectively, due to small, relatively under-appreciated choices in data cleaning. Third, we provide tools for quantifying and avoiding the data quality obstacles in GWAS. We validate our analytical calculations through a simulation study, and we demonstrate the aforementioned challenges empirically through analysis of a pancreatic cancer dataset. In our analysis, we demonstrate that top associations, such as between pancreatic cancer and ATM, can be entirely lost due to small differences in data preparation, underscoring the need to make data processing choices clear and explicit.

全基因组关联研究(GWAS)是人类遗传学研究的基础工具,然而,GWAS结果的稳定性和可重复性经常受到挑战。这项工作的主要目标是描述、分析和提供工具,以解决GWAS文献中一个流行的组成部分的可重复性挑战:基于集合的(a)假设检验和(b)效应大小估计研究。(a)的常见形式包括罕见变异或基于基因的关联研究,而(b)经常出现在多基因评分构建和精细定位研究中。具体来说,我们关注的是(a)和(b)的基于集合的性质如何经常导致不可再现的结果,这是由于数据处理管道中看似无害的差异造成的,而这些差异很少被讨论。这些障碍对GWAS研究结果的稳健性和可靠性提出了巨大的挑战。首先,我们定性和定量地描述了处理挑战,在模型错误规范框架中铸造统计模型。其次,我们分析地计算了(a)和(b)中可能出现的功率和偏差量的差异,分别是由于数据清理中较小的、相对不受重视的选择。第三,我们提供了量化和避免GWAS中数据质量障碍的工具。我们通过模拟研究验证了我们的分析计算,并通过对胰腺癌数据集的分析实证地证明了上述挑战。在我们的分析中,我们证明了顶级关联,例如胰腺癌和ATM之间的关联,可能由于数据准备的微小差异而完全丢失,这强调了使数据处理选择清晰明确的必要性。
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引用次数: 0
A Single Genomic Region Controls Primocane Fruiting in Tetraploid Blackberry. 单一基因组区域控制黑莓四倍体原果。
IF 5.1 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-23 DOI: 10.1093/genetics/iyag078
Alexander Silva, Isabella Vaughn, T Mason Chizk, Lacy Nelson, Carmen Johns, Ellen Thompson, Nahla Bassil, Michael Hardigan, John Clark, Tomas Bruna, Marcelo Mollinari, Margaret Worthington

The fresh-market blackberry (Rubus subgenus Rubus) industry has expanded dramatically in the past two decades, driven in part by improved cultivars. Introgression of the primocane-fruiting (PF; annual flowering) trait into elite germplasm has enabled dual cropping in a single year, season extension, and cultivation in tropical and subtropical regions. Despite its economic performance, the genetic basis of PF is not well understood. It has been proposed that the PF trait is controlled by a major recessive locus, but its genomic location is unclear. Here, a genome-wide association study (GWAS) of 365 tetraploid blackberry genotypes identified a single genomic region on chromosome Ra03 (∼33 Mb) strongly associated with PF. Genetic linkage analysis in a biparental population confirmed that the same interval (32-35 Mb) was linked to the PF phenotype. Ten putative candidate genes were identified in this region. Allele mining using whole-genome resequencing of 17 genotypes highlighted two high-priority candidates: a CCCH-type zinc finger gene and a ubiquitin-specific protease gene. Use of an improved Rubus argutus 'Hillquist' genome annotation (v1.2) enabled refined variant interpretation, including identification of regulatory 3' UTR polymorphisms in the zinc finger homolog. Two diagnostic KASP markers (PF1 and PF2), designed from the most significant GWAS SNPs, predicted the PF phenotype with over 96% accuracy in a validation panel of 494 tetraploid blackberries from multiple breeding programs. Together, these results provide the first high-resolution mapping of the PF locus in blackberry, identify candidate genes for flowering regulation in Rubus, and deliver diagnostic markers that can be immediately deployed in breeding programs.

在过去的二十年里,新鲜市场黑莓(黑莓亚属)产业急剧扩张,部分原因是由于改良的品种。早熟结实(PF;一年生开花)性状渗入到优良种质中,实现了一年两熟、季节延长以及热带和亚热带地区的栽培。尽管它具有经济效益,但其遗传基础尚不清楚。有研究认为,该性状受一个主要的隐性位点控制,但其基因组位置尚不清楚。本研究对365个四倍体黑莓基因型进行了全基因组关联研究(GWAS),发现染色体Ra03上的一个基因组区域(~ 33 Mb)与PF强烈相关,双亲本群体的遗传连锁分析证实了相同的区间(32-35 Mb)与PF表型相关。在该区域鉴定出10个推测的候选基因。对17个基因型进行全基因组重测序的等位基因挖掘突出了两个高度优先的候选基因:ccch型锌指基因和泛素特异性蛋白酶基因。使用改进的红颊猴“Hillquist”基因组注释(v1.2)可以进行精确的变异解释,包括鉴定锌指同源物中的调节3' UTR多态性。根据最显著的GWAS snp设计的两个诊断性KASP标记(PF1和PF2)在来自多个育种计划的494个四倍体黑莓的验证面板中预测PF表型的准确率超过96%。总之,这些结果提供了黑莓中PF位点的第一个高分辨率图谱,确定了红莓开花调控的候选基因,并提供了可立即用于育种计划的诊断标记。
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引用次数: 0
Linked song and preference loci suggests substantial contribution of genetic coupling in rapid speciation of the Laupala crickets. 在劳帕拉蟋蟀的快速物种形成过程中,鸣叫和偏好位点的联系表明了遗传偶联的重要贡献。
IF 5.1 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-20 DOI: 10.1093/genetics/iyag073
Mingzi Xu, Kerry L Shaw

Signals and preferences are central to the evolutionary origins and maintenance of reproductive barriers between species. How such communication systems evolve is key to understanding speciation. One central question considers how signals and preferences coevolve as lineages diverge. Here, we study the rapidly speciating Laupala crickets, a system characterized by coordinated sexual signaling and acoustic barriers to gene flow between species. By mapping a new locus underlying female song preference as well as fine-mapping a locus for male pulse rate of the acoustic communication system, we examine the genetic architecture underlying signal-preference divergence. We document a pair of colocalizing pulse rate and preference QTL on linkage group 4, with peak locations less than 2 cM apart, offering strong evidence for genetic coupling. Intriguingly, this is the third pair of colocalizing male and female loci mapped in the Laupala genome. The cumulative effect size of the three pairs of colocalizing loci account for roughly half of the interspecific difference, suggesting that genetic coupling has contributed substantially to the evolution of this behavioral barrier in Laupala. Annotation of the QTL region identified numerous functionally relevant candidate genes, including acetylcholinesterase (AChE) and ryanodine receptor (RyR).

信号和偏好是物种间繁殖障碍的进化起源和维持的核心。这种交流系统如何进化是理解物种形成的关键。一个核心问题是考虑信号和偏好是如何随着血统的分化而共同进化的。在这里,我们研究了快速物种化的劳帕拉蟋蟀,一个以协调性信号和物种间基因流动的声学屏障为特征的系统。通过绘制雌鸟鸣声偏好的新位点以及精细绘制雄鸟声通信系统脉搏率的位点,我们研究了信号偏好分化的遗传结构。我们在连锁群4上发现了一对共定位的脉冲率和偏好QTL,峰值位置相距小于2 cM,为遗传偶联提供了强有力的证据。有趣的是,这是劳帕拉人基因组中第三对共定位的雄性和雌性基因座。三对共定位位点的累积效应大小约占种间差异的一半,这表明遗传偶联在劳帕拉这种行为障碍的进化中起了重要作用。QTL区域的注释鉴定出许多功能相关的候选基因,包括乙酰胆碱酯酶(AChE)和良胺受体(RyR)。
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引用次数: 0
Publisher's Note on 39 papers regarding Digital Object Identifiers. 出版商对39篇关于数字对象标识符的论文的注释。
IF 5.1 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-18 DOI: 10.1093/genetics/iyag052
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引用次数: 0
The claudin-like molecule CLC-3 regulates cholinergic neurotransmission in Caenorhabditis elegans. CLC-3类分子调控秀丽隐杆线虫胆碱能神经传递。
IF 5.1 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-17 DOI: 10.1093/genetics/iyag070
Aishwarya Ahuja, Anusha Rastogi, Haowen Liu, Akankshya Sahu, Harinika Kumar, Jagannath Jayaraj, Zhitao Hu, Kavita Babu

Cell adhesion molecules (CAMs) play important roles in neurons, contributing to nervous system development, synapse formation and plasticity. A subset of CAMs, Claudins, known for their roles at tight junctions, remains underexplored in neurons. Recent studies in Caenorhabditis elegans have begun to reveal neuronal functions of claudin-like proteins. However, a systematic analysis of their neuronal expression has not been performed. We conducted a transcriptional reporter screen for claudin-like genes in C. elegans and identified several candidates showing neuronal expression, highlighting possible roles for claudins in the nervous system. One candidate, clc-3, showed robust expression in head, tail, and ventral cord neurons, with no detectable expression in non-neuronal tissues. Functional analyses of clc-3 mutants revealed increased body-bend amplitudes and elevated evoked postsynaptic currents at the cholinergic neuromuscular synapses. Imaging and molecular interaction studies demonstrated that CLC-3 likely interacts with the actin-binding protein NAB-1 to regulate cholinergic transmission. Our findings identify CLC-3 as a neuronally expressed claudin that regulates motor system output, likely through synaptic vesicle organization and illustrates how changes in synaptic function affect animal behavior.

细胞粘附分子(CAMs)在神经元中发挥重要作用,参与神经系统发育、突触形成和可塑性。cam的一个子集,Claudins,以其在紧密连接中的作用而闻名,在神经元中仍未得到充分的研究。近年来对秀丽隐杆线虫的研究已经开始揭示了claudin样蛋白的神经元功能。然而,尚未对其神经元表达进行系统分析。我们对秀丽隐杆线虫中的claudin样基因进行了转录报告筛选,并发现了几个表现出神经元表达的候选基因,突出了claudin在神经系统中的可能作用。其中一种候选细胞clc-3在头部、尾部和腹侧脊髓神经元中表现出强烈的表达,而在非神经元组织中没有可检测到的表达。对clc-3突变体的功能分析显示,体弯曲幅度增加,胆碱能神经肌肉突触的突触后电流升高。影像学和分子相互作用研究表明,CLC-3可能与肌动蛋白结合蛋白NAB-1相互作用,调节胆碱能传递。我们的研究结果确定了CLC-3是一种神经元表达的claudin,可能通过突触囊泡组织调节运动系统的输出,并说明了突触功能的变化如何影响动物的行为。
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引用次数: 0
Condensin IDC has a Functional ATPase That is Required for X-Chromosome Dosage Compensation in C. elegans. 凝集素IDC具有秀丽隐杆线虫x染色体剂量补偿所需的功能性atp酶。
IF 5.1 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-17 DOI: 10.1093/genetics/iyag072
Bahaar Chawla, Suchi Jatia, Dillon Sloan, Joshua Eduful, Hector Mendoza, Christian A McClear, Jeannine Tran, Gyorgyi Csankovszki

Dosage compensation (DC) in C. elegans utilizes a condensin complex that resembles mitotic condensins, but differs by one subunit, DPY-27. DPY-27 replaces SMC-4, one of the Structural Maintenance of Chromosome (SMC) proteins that is responsible for hydrolyzing ATP, required for condensation of DNA and other mitotic condensin functions. To understand if the ATPase function is required in DC, we first demonstrated that DPY-27 is capable of hydrolyzing ATP in vitro. Then, we used CRISPR/Cas9-mediated genome editing to generate an ATPase mutation in dpy-27. Although the mutant protein is expressed and it is incorporated into the condensin IDC complex, this mutation results in a loss of DC. Specifically, we found that without ATPase function, DPY-27 containing condensin IDC has reduced capacity to bind DNA, condense the X chromosomes, and facilitate H4K20me1 enrichment on the X-chromosomes. Our results suggest that condensin IDC, like mitotic condensins, uses ATP hydrolysis to perform its functions, making C. elegans DC a model for how activities attributed to mitotic condensins can be used to regulate gene expression.

秀丽隐杆线虫的剂量补偿(DC)利用一种类似于有丝分裂凝聚蛋白的凝聚蛋白复合物,但不同的是一个亚基,DPY-27。DPY-27取代SMC-4, SMC是染色体结构维持(SMC)蛋白之一,负责水解ATP,这是DNA凝聚和其他有丝分裂凝聚蛋白功能所必需的。为了了解DC是否需要ATP酶的功能,我们首先证明了DPY-27能够在体外水解ATP。然后,我们使用CRISPR/ cas9介导的基因组编辑在dpy-27中产生atp酶突变。虽然突变蛋白被表达并被纳入冷凝蛋白IDC复合体,但这种突变导致DC的丢失。具体来说,我们发现在没有atp酶功能的情况下,含有冷凝素IDC的DPY-27结合DNA、凝聚X染色体的能力降低,有利于H4K20me1在X染色体上的富集。我们的研究结果表明,缩凝蛋白IDC,像有丝分裂缩凝蛋白一样,使用ATP水解来执行其功能,使秀丽隐杆线虫DC成为有丝分裂缩凝蛋白活性如何被用于调节基因表达的模型。
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引用次数: 0
The loop domains of the E. coli β sliding clamp are required for Hda-dependent inactivation of DnaA. 大肠杆菌β滑动钳的环域是hda依赖性dna失活所必需的。
IF 5.1 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-13 DOI: 10.1093/genetics/iyag065
Mohamed A Ghazy, Sundari Chodavarapu, Sheana Ramcharan, Gregory A Stowell, Jon M Kaguni, Mark D Sutton

Failure to negatively regulate the activity of the bacterial DnaA initiator protein leads to overinitiation. The resultant elevated number of closely spaced replication forks increases the likelihood of lethal double strand DNA breaks when these forks encounter single stranded DNA gaps formed as an intermediate during excision repair. The principal mechanism underlying the regulation of DnaA relies on the ability of the Hda-β sliding clamp complex to stimulate DnaA's intrinsic ATPase activity to convert active DnaA-ATP into less active DnaA-ADP. Although an x-ray crystal structure of the Hda-β clamp complex was described (PDB: 5X06), it represents an inactive conformation. Using genetic and biochemical approaches, we identified two loop domains of the β clamp required for Hda function, but the enigma is that these loops do not interact with Hda in the crystal structure. Their possible roles in supporting Hda function are discussed.

不能负向调节细菌dna启动蛋白的活性会导致过度启动。当这些分叉遇到在切除修复过程中作为中间物形成的单链DNA间隙时,由此产生的密集间隔复制分叉数量的增加增加了致命的双链DNA断裂的可能性。DnaA调控的主要机制依赖于Hda-β滑动钳复合物刺激DnaA内在atp酶活性的能力,从而将活性DnaA- atp转化为活性较低的DnaA- adp。虽然描述了Hda-β钳形配合物的x射线晶体结构(PDB: 5X06),但它代表非活性构象。利用遗传和生化方法,我们确定了Hda功能所需的β钳的两个环域,但谜团是这些环在晶体结构中不与Hda相互作用。讨论了它们在支持Hda功能中的可能作用。
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引用次数: 0
Germline and male somatic determinants of sperm length divergence in Drosophila: Implications for post-copulatory sexual selection. 果蝇精子长度差异的生殖系和雄性体细胞决定因素:交配后性选择的意义。
IF 5.1 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-12 DOI: 10.1093/genetics/iyag069
Kaori Nishimura, Miho Asaoka, Toshiyuki Takano-Shimizu-Kouno

Sperm display remarkable diversity in size and morphology, especially in insects. Sperm length varies by several hundred-fold within Drosophila alone. In the model species Drosophila melanogaster, sperm are approximately 1.7 times longer than those of its close relatives D. simulans and D. mauritiana. However, the developmental mechanisms underlying such rapid divergence in sperm traits remain poorly understood. Somatic hub and cyst cells are essential for the maintenance of germline stem cells in Drosophila spermatogenesis, yet their contribution to cell growth later in spermatogenesis remains unclear. Here, we used primordial germ cell (PGC) xenotransplantation to determine whether sperm length regulation is cell-autonomous or influenced by the somatic environment of the testes. When D. simulans PGCs were transplanted into agametic D. melanogaster embryos, the resulting sperm were indistinguishable in length from those of D. simulans donor males and remained significantly shorter than the sperm of D. melanogaster males. Our results suggest that the dramatic diversification in sperm length shaped by post-copulatory sexual selection in the Drosophila lineage has been largely driven by cell-autonomous modifications in the germ line.

精子在大小和形态上表现出显著的多样性,尤其是在昆虫中。仅果蝇的精子长度就相差数百倍。在模式物种黑腹果蝇中,精子的长度大约是其近亲拟象果蝇和毛里求斯果蝇的1.7倍。然而,精子特征快速分化背后的发育机制仍然知之甚少。在果蝇精子发生过程中,体细胞中心细胞和囊肿细胞对生殖系干细胞的维持至关重要,但它们在精子发生过程中对细胞生长的贡献尚不清楚。在这里,我们使用原始生殖细胞(PGC)异种移植来确定精子长度调节是细胞自主的还是受睾丸体细胞环境的影响。将拟龙虎PGCs移植到无配子的黑腹龙虎胚胎中,得到的精子长度与供雄拟龙虎的精子没有明显区别,但仍明显短于雄性黑腹龙虎的精子。我们的研究结果表明,在果蝇谱系中,由交配后性选择形成的精子长度的显著多样化在很大程度上是由生殖系中细胞自主修饰驱动的。
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引用次数: 0
The Illusion of Polygenicity in Pool-seq Genetic Mapping studies: Insufficient Power Can Mask Simple Genetic Architectures. 池序列遗传作图研究中的多基因性错觉:能力不足可以掩盖简单的遗传结构。
IF 5.1 3区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2026-03-11 DOI: 10.1093/genetics/iyag068
Anthony D Long, Katherine M Hanson, Stuart J Macdonald

Pool-seq (pooled sequencing) combines DNA from multiple individuals prior to sequencing, enabling population-level allele frequency estimation without individual genotyping. When employed in a case-control Genome Wide Association Study (GWAS) framework, pool-seq faces a fundamental power limitation: Errors on allele frequency estimates are inversely proportional to sequence coverage and are large at modest coverage levels. Although this power limitation is appreciated, modestly sized pool-seq GWAS lacking unambiguous hits are often interpreted as showing a polygenic genetic architecture. We illustrate that this inference is unwarranted using empirical data from a Drosophila zinc resistance mapping study. Despite achieving >700× sequencing coverage in case and control pools, a directly ascertained SNP-based GWAS failed to reveal clear evidence for major-effect loci. A unique feature of the dataset is that an advanced intercross multiparent population, with known founders, was employed as the GWAS population. We leverage this unique population structure, in a manner that would not be possible in an outbred panel, to carry out two additional GWASs using imputed haplotype- or SNP-frequency estimates, which in contrast uncover localized regions of major effect. The key difference between approaches lies in statistical power: directly ascertained SNP counts have errors inversely proportional to sequencing coverage, whereas known founder imputation-based approaches can be considerably more accurate. In outbred populations where imputation cannot be used to obtain more accurate allele frequency estimates, substantially higher coverage than currently envisioned may be required to reliably detect modest allele frequency shifts. This work highlights that insufficiently powered GWAS studies can mask simple genetic architectures and create the illusion of polygenicity through statistical noise alone.

Pool-seq(混合测序)在测序前结合来自多个个体的DNA,使群体水平的等位基因频率估计无需个体基因分型。当在病例对照全基因组关联研究(GWAS)框架中使用时,池测序面临着一个基本的功率限制:等位基因频率估计的误差与序列覆盖率成反比,并且在中等覆盖率水平下误差较大。虽然这种能力限制是值得赞赏的,但缺乏明确命中的中等大小的池-序列GWAS通常被解释为显示多基因遗传结构。我们说明,这种推断是没有根据的使用经验数据从果蝇锌抗性测绘研究。尽管在病例和对照池中实现了700×的测序覆盖,但直接确定的基于snp的GWAS未能揭示主要效应位点的明确证据。该数据集的一个独特之处在于,采用了具有已知创始人的高级交叉多亲本群体作为GWAS群体。我们利用这种独特的种群结构,以一种在近交群体中不可能实现的方式,使用估算的单倍型或snp频率估计进行了两个额外的GWASs,从而揭示了主要影响的局部区域。两种方法的关键区别在于统计能力:直接确定的SNP计数的误差与测序覆盖率成反比,而已知的基于创建者推算的方法可以相当准确。在近交种群中,不能使用归算来获得更准确的等位基因频率估计,可能需要比目前设想的高得多的覆盖率来可靠地检测适度的等位基因频率变化。这项工作强调,不充分的GWAS研究可以掩盖简单的遗传结构,并通过统计噪声产生多基因性的错觉。
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引用次数: 0
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