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MOKA: a pipeline for multiomics bridged SNP-set kernel association test. MOKA:一个多组学桥接snp集核关联测试的流水线。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2026-02-04 DOI: 10.1093/g3journal/jkaf296
David Enoma, Dinghao Wang, Ariel Ghislain Kemogne Kamdoum, Rodrigo Ortega Polo, Quan Long, Jingni He

The explosion of genomic and multiomics data has created a need for scalable, reproducible tools that integrate functional annotations into genome-wide association studies (GWAS). We introduce the multiomics data bridged Kernel Association test (MOKA) pipeline, a Snakemake-based workflow that automates SNP-set kernel-based association testing by incorporating multiomics data, including gene expression, transcription factor binding, evolutionary conservation scores, and neural network-derived features. This data-bridged architecture enhances variant prioritization and aggregation, improving statistical power in GWAS. MOKA supports population structure correction via spectral decomposition, parallel computation, and post-GWAS analyses, including visualization, Gene Ontology annotation, pathway enrichment, and validation. As a use case, we applied MOKA to a schizophrenia GWAS cohort, identified 89 Bonferroni-significant genes, with a 15.7% validation rate in the disease-specific DisGeNET database and enrichment in pathways relevant to neuropsychiatric disease. MOKA provides a robust, scalable, and extensible framework for functional multiomics integration in genetic studies. It is open-source and available at https://github.com/davidenoma/moka.

基因组学和多组学数据的爆炸产生了对可扩展、可重复的工具的需求,这些工具将功能注释集成到全基因组关联研究(GWAS)中。我们引入了多组学数据桥接内核关联测试(MOKA)管道,这是一个基于snakemaker的工作流程,通过结合多组学数据,包括基因表达、转录因子结合、进化保护评分和神经网络衍生特征,自动完成基于snp集内核的关联测试。这种数据桥接架构增强了变量的优先级和聚合,提高了GWAS的统计能力。MOKA通过光谱分解、并行计算和gwas后分析支持种群结构校正,包括可视化、基因本体注释、途径富集和验证。作为一个用例,我们将MOKA应用于一个精神分裂症GWAS队列,鉴定出89个bonferroni显著基因,在疾病特异性DisGeNET数据库中的验证率为15.7%,并且在与神经精神疾病相关的通路中富集。MOKA为基因研究中的功能多组学集成提供了一个健壮的、可扩展的和可扩展的框架。它是开源的,可以在https://github.com/davidenoma/moka上获得。
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引用次数: 0
Regulation of hlh-2 transcription during specification of the anchor cell of the C. elegans hermaphrodite gonad. 秀丽隐杆线虫雌雄同体性腺锚定细胞分化过程中hlh-2转录的调控。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2026-02-04 DOI: 10.1093/g3journal/jkaf288
Jee Hun Kim, Iva Greenwald

The anchor cell (AC) of the Caenorhabditis elegans hermaphrodite somatic gonad primordium is a signaling nexus that regulates uterine and vulval development. As the somatic gonad primordium is forming, four cells, two α and two β cells, are born with the potential to be the AC. This potential becomes restricted to the α cells, which undergo the LIN-12/Notch-mediated AC/VU decision to resolve which α cell will become the AC. The transcription factor HLH-2, the sole E/Daughterless protein ortholog in C. elegans, is critical for this process, and dynamic regulation of hlh-2 transcription contributes to the robust specification of a single AC. The hlh-2prox regulatory element mediates the dynamic pattern of hlh-2 transcription: the initial expression in the parents of the α and β cells, which is briefly sustained in the α and β cells after they are born; its subsequent restriction to the α cells during the AC/VU decision; and its continued expression in the AC. In this study, we identify the cis-acting sequences within hlh-2prox and transcription factors required for the initial expression of hlh-2 in the α and β cells and their parents, demonstrate that the Wnt/β-catenin Asymmetry Pathway (WβA) regulates restriction of hlh-2 transcription to the α cells, and show that the maintenance of hlh-2 transcription in α cells requires distinct elements and the chromatin factor LSY-12. This analysis extends our understanding of regulatory mechanisms that operate during a precise and robust Notch-mediated lateral specification paradigm.

秀丽隐杆线虫雌雄同体性腺原基的锚定细胞(AC)是调节子宫和外阴发育的信号通路。随着体细胞性腺原基的形成,4个细胞(2个α细胞和2个β细胞)具有成为AC的潜力。这种潜力仅限于α细胞,α细胞通过LIN-12/ notch介导的AC/VU决定哪一个α细胞将成为AC。转录因子HLH-2是秀丽隐杆线虫中唯一的E/无女儿蛋白同源物,在这一过程中至关重要。hlh-2转录的动态调控有助于单个AC的稳健规范。hlh-2prox调控元件介导hlh-2转录的动态模式:在α和β细胞的亲本中初始表达,在α和β细胞出生后短暂持续;在AC/VU决策过程中对α细胞的后续限制;及其持续表达交流。在这项研究中,我们确定了所需hlh-2prox内cis激活序列和转录因子的最初表达hlh-2α和β细胞和他们的父母,证明Wnt /β连环蛋白不对称通路(Wβ)调节限制hlh-2α细胞转录,并表明维护hlh-2α细胞转录LSY-12需要不同的元素和染色质因素。该分析扩展了我们对在精确和稳健的缺口介导的横向规范范式中运行的调节机制的理解。
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引用次数: 0
A trio-binning approach for genome assembly reveals extensive structural variation between two Cannabis cultivars: Punto Rojo and Cherry Pie. 基因组组装的三组方法揭示了两个大麻品种:Punto Rojo和Cherry Pie之间广泛的结构差异。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2026-02-04 DOI: 10.1093/g3journal/jkaf286
Brett Pike, Alexander Kozik, Wilson Terán

With the advent of long-read DNA sequencing technologies, assembling eukaryotic genomes has become routine; however, properly phasing the maternal and paternal contributions, which is of great value for breeding programs, remains technically challenging. Here, we use the trio-binning approach to separate Oxford Nanopore reads derived from a Cannabis F1 wide cross, made between the Colombian landrace Punto Rojo and the Colorado CBD clone Cherry Pie #16. Reads were obtained from a single PromethION flow cell, generating assemblies with coverage of just 18 × per haplotype, but with good contiguity and gene completeness, demonstrating that it is a cost-effective approach for genome-wide and high-quality haplotype phasing. Evaluated through the lenses of disease resistance and secondary metabolite synthesis, both being traits of interest for the Cannabis industry, we report copy number and structural variation that, as has recently been shown for other major crops, may contribute to phenotypic variation along several relevant dimensions.

随着长读DNA测序技术的出现,组装真核生物基因组已成为常规;然而,在技术上仍然具有挑战性,这对育种计划来说是很有价值的。在这里,我们使用三分仓方法分离牛津纳米孔读取来自大麻F1宽杂交,由哥伦比亚地方品种Punto Rojo和科罗拉多CBD克隆樱桃派#16制成。从单个PromethION流动细胞中获得Reads,产生的组装每个单倍型仅覆盖18 ×,但具有良好的连续性和基因完整性,表明它是一种经济有效的全基因组和高质量的单倍型分期方法。通过抗病和次生代谢物合成的角度进行评估,这两种性状都是大麻产业感兴趣的性状,我们报告了拷贝数和结构变异,正如最近在其他主要作物中所显示的那样,它们可能在几个相关方面导致表型变异。
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引用次数: 0
When does accounting for gene-environment interactions improve complex trait prediction? A case study with Drosophila lifespan. 什么时候对基因-环境相互作用的解释能改善复杂性状的预测?果蝇寿命的案例研究。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2026-02-04 DOI: 10.1093/g3journal/jkaf304
Fabio Morgante, Francesco Tiezzi

Gene-environment interactions (G×E) have been shown to explain a non-negligible proportion of variance for a plethora of complex traits in different species, including livestock, plants, and humans. While several studies have shown that including G×E can improve prediction accuracy in agricultural species, no increase in accuracy has been observed in human studies. In this work, we sought to investigate the scenarios in which accounting for G×E is expected to improve prediction accuracy. Model organisms are useful for studying G×E, since environments can be defined precisely, and genotypes can be replicated across environments, which are ideal conditions to minimize confounding in G×E analyses. Thus, we used data from an experiment in Drosophila melanogaster, where researchers measured lifespan in different environments for unrelated inbred lines (i.e. genotypes). We used three different cross-validation (CV) scenarios that mimic different relationships between reference and test populations, and fitted a few statistical models with and without including G×E. The results showed that G×E explained 8% of lifespan variance. Despite that, models accounting for G×E improved prediction accuracy only in CV scenarios where the same genotypes are observed in both the reference and test populations. While these scenarios are common in agriculture, where individuals of the same family or variety appear in both populations, they are not commonly encountered in human studies, where individuals are unrelated. Thus, our work shows in which prediction scenarios we can expect improvements by accounting for G×E, and may provide a potential reason (among others) for results of human studies.

基因-环境相互作用(G×E)已被证明可以解释不同物种(包括牲畜、植物和人类)中过多复杂性状的不可忽略的变异比例。虽然有几项研究表明,包括G×E可以提高农业物种的预测准确性,但在人类研究中没有观察到准确性的提高。在这项工作中,我们试图调查在哪些情况下考虑G×E有望提高预测准确性。模式生物对研究G×E很有用,因为环境可以精确定义,基因型可以跨环境复制,这是最小化G×E分析中混淆的理想条件。因此,我们使用了黑腹果蝇实验的数据,研究人员测量了不相关的近交系(即基因型)在不同环境下的寿命。我们使用了三种不同的交叉验证(CV)场景来模拟参考人群和测试人群之间的不同关系,并拟合了一些包含G×E和不包含G×E的统计模型。结果显示G×E解释了8%的寿命差异。尽管如此,考虑G×E的模型仅在参考人群和测试人群中观察到相同基因型的CV情景中提高了预测准确性。虽然这些情况在农业中很常见,同一家族或品种的个体出现在两个人群中,但在人类研究中并不常见,因为个体是不相关的。因此,我们的工作表明,在哪些预测情景中,我们可以通过考虑G×E来期望改进,并可能为人类研究结果提供潜在的原因(以及其他原因)。
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引用次数: 0
Molecular evolution of octopamine receptors in Drosophila. 果蝇章鱼胺受体的分子进化。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2026-02-04 DOI: 10.1093/g3journal/jkaf289
Mengye Yang, Jolie A Carlisle, Ben R Hopkins, Mariana F Wolfner

Octopamine (OA), the insect analog of noradrenaline, plays important roles in diverse behavioral and physiological processes, from modulating fight-or-flight behavior to regulating postmating ovulation. In Drosophila, 6 OA receptors have been identified: Oamb, Octα2R, Octβ1R, Octβ2R, Octβ3R, and Oct-TyrR, and they have been linked to different behavioral and physiological processes. Here, we investigated the evolutionary characteristics of these receptors across Drosophila species. We found that OA receptors are generally found as single-copy genes. Notably, Octβ2R and Octβ3R exhibit positive selection within the melanogaster species group, though in different structural regions from one another. The positively selected sites in Octβ2R are exclusively located in regions important for ligand binding, whereas those in Octβ3R are predominantly found in regions crucial for signal transduction. Interestingly, Octβ2R remains highly conserved outside the melanogaster species group, so the detection of positive selection in its ligand binding-related domains within this clade raises the possibility that it has evolved an additional, melanogaster-specific ligand interaction, among other potential reasons. These findings highlight the evolutionary flexibility of aminergic signaling and suggest lineage-specific adaptations of OA receptor function in Drosophila, likely shaped by lineage-specific selective pressures.

章鱼胺(OA)是昆虫的去甲肾上腺素类似物,在多种行为和生理过程中发挥重要作用,从调节战斗或逃跑行为到调节交配后排卵。在果蝇中,已鉴定出6种OA受体:Oamb、Octα2R、Octβ1R、Octβ2R、Octβ3R和Oct-TyrR,它们与不同的行为和生理过程有关。在这里,我们研究了这些受体在果蝇物种中的进化特征。我们发现OA受体通常是单拷贝基因。值得注意的是,oct - β 2r和oct - β 3r在黑腹菌群中表现出正选择,尽管它们在不同的结构区域。oct - β 2r中的正向选择位点仅位于配体结合的重要区域,而oct - β 3r中的正向选择位点主要位于信号转导的关键区域。有趣的是,oct - β 2r在黑腹菌群外仍然高度保守,因此在该分支中检测到其配体结合相关区域的正选择,提出了它在其他潜在原因中进化出额外的,黑腹菌特异性配体相互作用的可能性。这些发现强调了胺能信号的进化灵活性,并表明OA受体功能在果蝇中具有谱系特异性适应,可能是由谱系特异性选择压力形成的。
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引用次数: 0
The next frontier for genomic prediction is computational. 基因组预测的下一个前沿是计算。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2026-02-04 DOI: 10.1093/g3journal/jkaf290
Lauren M McIntyre
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引用次数: 0
A haplotype-resolved, chromosome-scale genome assembly for the southern live oak, Quercus virginiana. 南方活橡树维吉尼亚栎染色体尺度的单倍型分解基因组组装。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2026-02-02 DOI: 10.1093/g3journal/jkag023
Laramie Aközbek, Zachary Meharg, Jillian Abendroth-McGhee, Tosin Akinsipe, Rijan Dhakal, Nicholas Gladstone, Zahida Pervaiz, Sejal Patel, Giovani Rossi, Claudia Ann Rutland, Caroline Bendickson, Adam Kranz, Ellen O Martinson, Scott P Egan, F Alex Feltus, David J Clarke, John T Lovell, Jenell Webber, Lori Beth Boston, Haley Hale, Hannah McCoy, Jane Grimwood, Sarah B Carey, Leslie Goertzen, Alex Harkess

Hybridization is a major force driving diversification, migration, and adaptation in Quercus species. While population genetics and phylogenetics have traditionally been used for studying these processes, advances in sequencing technology now enable us to incorporate comparative and pan-genomic approaches as well. Here we present a highly contiguous, chromosome-scale and haplotype-resolved genome assembly for the southern live oak, Quercus virginiana, the first reference genome for section Virentes, as part of the American Campus Tree Genomes (ACTG) program. Originating from a clone of Auburn University's historic "Toomer's Oak," this assembly contributes to the pool of genomic resources for investigating recombination, haplotype variation, and structural genomic changes influencing hybridization potential in this clade and across Quercus. It also provides insights into the architecture of the putative centromeric regions within the genus. Alongside other oak references, the Q. virginiana genome will support research into the evolution and adaptation of the Quercus genus.

杂交是推动栎树物种多样化、迁移和适应的主要力量。虽然群体遗传学和系统遗传学传统上被用于研究这些过程,但测序技术的进步现在使我们能够结合比较和泛基因组方法。在这里,作为美国校园树基因组(ACTG)计划的一部分,我们提出了一个高度连续的、染色体规模的、单倍型解析的南方活橡树——维吉尼亚栎的基因组组装,这是Virentes部分的第一个参考基因组。起源于奥本大学历史悠久的“图默橡树”的克隆,该组合有助于研究重组,单倍型变异和影响该分支和整个栎科杂交潜力的结构基因组变化的基因组资源池。它还提供了对该属内假定的着丝粒区域的结构的见解。除了其他橡树的参考资料外,弗吉尼亚栎的基因组将支持研究栎属的进化和适应。
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引用次数: 0
The genome of Istocheta aldrichi (Diptera: Tachinidae), a parasitoid of the Japanese beetle, Popillia japonica (Coleoptera: Scarabaeidae). 日本金龟(鞘翅目:金龟科)的一种寄生性昆虫——日本金龟Istocheta aldrichi的基因组。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2026-01-31 DOI: 10.1093/g3journal/jkag024
Pablo A Stilwell, Jack A Culotta, William D Hutchison, Amelia R I Lindsey

Istocheta aldrichi Mesnil 1953 (Diptera: Tachinidae), is native to Japan, and has recently become an important biological control agent of the Japanese beetle, Popillia japonica (Coleoptera: Scarabaeidae), a pest with >300 host plants, including roses, linden trees, and numerous agricultural crops. During the past decade, I. aldrichi's range has greatly expanded across North America, particularly in Quebec and Ontario, Canada, and in the Midwest U.S. In Minnesota, parasitism of Japanese beetles by I. aldrichi was documented in commercial apple orchards in 2021, and has since spread to multiple locations, highlighting its importance as a natural enemy. To facilitate research on I. aldrichi and other tachinid flies we present a haploid reference genome generated from a single unsexed individual. The final genome assembly is 875.3 Mbp contained in 1,041 scaffolds, with an N50 of 4.77 Mbp, and 99.5% complete Diptera BUSCOs present. We also present a complete mitogenome and use comparative genomics across 19 tachinid species to identify unique features of I. aldrichi. Specifically, we find that tachinids as a whole have undergone rapid copy number changes in 935 gene families, largely related to metabolism and morphogenesis. While many tachinid lineages have experienced contractions in gene families, I. aldrichi is characterized by a relatively high number of gene family expansions, many of which are predicted to function in metal ion transport. The I. aldrichi reference genome will further research opportunities on these parasitic flies, including their potential for biocontrol of P. japonica.

isocheta aldrichi Mesnil 1953(双翅目:飞蛾科)是一种原产于日本的害虫,近年来已成为日本飞蛾(鞘翅目:金龟科)的重要生物防治剂。日本飞蛾是一种害虫,其寄主植物包括玫瑰、椴树和许多农作物。在过去的十年中,I. aldrichi的活动范围在北美大大扩大,特别是在加拿大的魁北克和安大略省,以及美国中西部。在明尼苏达州,2021年在商业苹果园记录了I. aldrichi寄生的日本甲虫,并已传播到多个地方,突出了其作为天敌的重要性。为了促进对阿氏蝇和其他速蝇的研究,我们提出了一个单倍体参考基因组,该基因组来自于一个单一的无性别的个体。1041个支架中包含875.3 Mbp的最终基因组组装,N50为4.77 Mbp,存在99.5%完整的双翅目busco。我们还提出了一个完整的有丝分裂基因组,并使用比较基因组学对19种速虫进行了鉴定,以确定其独特的特征。具体来说,我们发现速豆素在935个基因家族中经历了快速的拷贝数变化,这在很大程度上与代谢和形态发生有关。虽然许多速虫谱系在基因家族中经历了收缩,但I. aldrichi的特点是相对较高数量的基因家族扩展,其中许多被预测在金属离子运输中起作用。该参考基因组将进一步提供对这些寄生蝇的研究机会,包括其生物防治粳稻的潜力。
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引用次数: 0
Novel Principles of Molecular Genetic Mapping of the Interphase Genome of Drosophila melanogaster. 黑腹果蝇间期基因组分子遗传定位的新原理。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2026-01-31 DOI: 10.1093/g3journal/jkag010
Varvara A Khoroshko, Anton V Tsukanov, Aleksandra A Evdokimova, Tatyana Yu Vatolina, Viktor G Levitsky, Igor F Zhimulev

A novel method for mapping the interphase genome architecture in Drosophila polytene chromosomes is proposed. The method is based on physical mapping of the boundaries between interbands, gray bands, and black bands. Mapping relies on three criteria: the 4HMM bioinformatic model that considers the associations between each of the four chromatin states and polytene chromosome structures and the findings of ChIP-seq analysis in salivary glands for two critical markers: the CHRIZ/CHRO protein localized in housekeeping gene promoters and H3K36me3 histone modification, a marker of transcriptional elongation. For mapping the 1AF region of the X chromosome, FISH probes were selected from AQUAMARINE chromatin (interbands) at the boundary with black bands, which provided precise coordinates of the edges of black bands (localization of the developmental genes). The localization of promoters and housekeeping gene bodies was then identified by ChIP-seq analysis for CHIRIZ and H3K36me3 in salivary glands (the interbands and gray bands, respectively). These maps will allow one to better understand the architecture of an actively functioning genome.

提出了一种绘制果蝇多染色体间期基因组结构的新方法。该方法基于带间、灰色带和黑色带之间边界的物理映射。定位依赖于三个标准:4HMM生物信息学模型,该模型考虑了四种染色质状态和多粒染色体结构之间的关联,以及唾腺中两个关键标记的ChIP-seq分析结果:定位于看家基因启动子的CHRIZ/CHRO蛋白和转录延伸标记H3K36me3组蛋白修饰。为了定位X染色体的1AF区域,FISH探针从黑色带边界的AQUAMARINE染色质(带间)中选择,它提供了黑色带边缘的精确坐标(发育基因的定位)。然后通过ChIP-seq分析确定唾液腺中CHIRIZ和H3K36me3的启动子和管家基因体的定位(分别为带间和灰色带)。这些图谱将使人们能够更好地理解活跃基因组的结构。
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引用次数: 0
Low level contamination confounds population genomic analysis. 低水平的污染混淆了群体基因组分析。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2026-01-30 DOI: 10.1093/g3journal/jkag021
Audrey K Ward, Eduardo F C Scopel, Brent Shuman, Michelle Momany, Douda Bensasson

Genome sequence contamination has a variety of causes and can originate from within or between species. Previous research focused on contamination between distantly related species or on prokaryotes. Here we test for intra-species contamination by mapping short read genome data to a reference and visualizing the frequency of reads with single nucleotide di_erences from the reference. Out of 1,298 publicly available genome sequences investigated for Saccharomyces cerevisiae, a small number (8 genomes) show at least 5% contamination. Contamination rates di_ered however among sequencing centers: one unusually large study had a low contamination rate (below 0.2%) but the contamination rate was higher for other studies (2% or 15% of genomes). Using genome data contaminated in silico to known degrees, we showed that contamination is recognizable in plots with unexpected secondary allele (B-allele) frequencies of at least 5% and measured contamination e_ects on admixture and phylogenetic analysis in two fungal species. With a standard base calling pipeline, we found that contaminated genomes super_cially appeared to produce good quality genome data. Yet as little as 5-10% genome contamination was enough to change phylogenetic tree topologies and make contaminated strains appear as hybrids between lineages (genetically admixed). We recommend the use of B-allele frequency plots to screen genome resequencing data for intra-species contamination.

基因组序列污染有多种原因,可以起源于物种内部或物种之间。以前的研究主要集中在远亲物种之间或原核生物之间的污染。在这里,我们通过将短读基因组数据映射到参考文献并可视化与参考文献单核苷酸差异的读段频率来检测种内污染。在调查的1298个公开可用的酿酒酵母基因组序列中,一小部分(8个基因组)显示至少有5%的污染。然而,在不同的测序中心,污染率各不相同:一项非同寻常的大型研究的污染率很低(低于0.2%),但其他研究的污染率更高(基因组的2%或15%)。利用已知程度的硅污染基因组数据,我们发现,在意外的次级等位基因(b等位基因)频率至少为5%的地块中,污染是可识别的,并且测量的污染对两种真菌的混合和系统发育分析产生了影响。通过标准碱基调用管道,我们发现污染的基因组表面上似乎产生了高质量的基因组数据。然而,仅仅5-10%的基因组污染就足以改变系统发育树的拓扑结构,并使受污染的菌株表现为谱系之间的杂交(基因混合)。我们建议使用b等位基因频率图来筛选种内污染的基因组重测序数据。
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引用次数: 0
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