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Establishment of a locally adaptive allele in multidimensional continuous space. 在多维连续空间建立局部适应性等位基因
IF 2.1 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2024-11-15 DOI: 10.1093/g3journal/jkae266
Takahiro Sakamoto

Local adaptation is widely seen when species adapt to spatially heterogeneous environments. Although many theoretical studies have investigated the dynamics of local adaptation using two-population models, there remains a need to extend the theoretical framework to continuous space settings, reflecting the real habitats of species. In this study, we use a multidimensional continuous space model and mathematically analyze the establishment process of local adaptation, with a specific emphasis on the relative roles of mutation and migration. First, the role of new mutations is evaluated by deriving the establishment probability of a locally adapted mutation using a branching process and a diffusion approximation. Next, the contribution of immigrants from a neighboring region with similar environmental conditions is considered. Theoretical predictions of the local adaptation rate agreed with the results of Wright-Fisher simulations in both mutation-driven and migration-driven cases. Evolutionary dynamics depend on several factors, including the strength of migration and selection, population density, habitat size, and spatial dimensions. These results offer a theoretical framework for assessing whether mutation or migration predominantly drives convergent local adaptation in spatially continuous environments in the presence of patchy regions with similar environmental conditions.

当物种适应空间异质性环境时,局部适应就会广泛出现。尽管许多理论研究利用双种群模型研究了局部适应的动态,但仍有必要将理论框架扩展到连续空间环境,以反映物种的真实栖息地。在本研究中,我们使用多维连续空间模型,对局部适应的建立过程进行了数学分析,并特别强调了突变和迁移的相对作用。首先,通过使用分支过程和扩散近似法推导出局部适应突变的建立概率,评估了新突变的作用。接着,考虑了来自环境条件相似的邻近地区的移民的贡献。在突变驱动和移民驱动的情况下,局部适应率的理论预测与赖特-费舍尔模拟的结果一致。进化动态取决于多个因素,包括迁移和选择的强度、种群密度、栖息地大小和空间维度。这些结果提供了一个理论框架,用于评估在空间连续的环境中,当存在环境条件相似的斑块区域时,是突变还是迁移主要驱动了趋同的局部适应。
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引用次数: 0
High-quality genome assembly and annotation of the crested gecko (Correlophus ciliatus). 冠壁虎(Correlophus ciliatus)的高质量基因组组装和注释。
IF 2.1 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2024-11-15 DOI: 10.1093/g3journal/jkae265
Ruyi Huang, Jinghang Zhang, Liang Lu, Song Huang, Chenhong Li

Correlophus ciliatus, or the crested gecko, is widely kept as a pet in many countries around the world due to its ease to care and bred and its high survival rate. However, there is limited number of genomic studies on the crested gecko. In this study, we generated a high-quality chromosome-level genome assembly of the crested gecko by combining Nanopore, Illumina, and Hi-C data. The genome assemble has a size of 1.66 Gb, with scaffold N50 of 109.97 Mb, and 99.52% of the scaffold anchored on 19 chromosomes. The BUSCO analysis indicated a gene completeness of 90.3% (n=7,480), including 6,673 (89.2%) single-copy genes and 84 (1.1%) duplicated genes. Additionally, we identified 21,065 protein-coding genes using the MAKER3 annotation toolkit, with 41.98% (697.51 Mb) consisting of repetitive elements. Among these, 21,037 genes were validated through InterProScan5. Our study is the first to report a chromosome-level genome for the crested gecko. It provides valuable genomic resources for understanding molecular mechanisms under many interesting traits of the species.

凤冠壁虎(Correlophus ciliatus)因其易于照料和饲养,且存活率高,在世界许多国家被广泛饲养为宠物。然而,对冠壁虎的基因组研究数量有限。在这项研究中,我们结合 Nanopore、Illumina 和 Hi-C 数据,生成了高质量的冠壁虎染色体级基因组组装。基因组组装的大小为 1.66 Gb,支架 N50 为 109.97 Mb,99.52% 的支架锚定在 19 条染色体上。BUSCO 分析表明基因的完整性为 90.3%(n=7,480),包括 6,673 个(89.2%)单拷贝基因和 84 个(1.1%)重复基因。此外,我们还利用 MAKER3 注释工具包鉴定了 21,065 个蛋白编码基因,其中 41.98% (697.51 Mb)的基因由重复元件组成。其中 21,037 个基因通过 InterProScan5 进行了验证。我们的研究首次报告了冠壁虎的染色体级基因组。它为了解该物种许多有趣性状的分子机制提供了宝贵的基因组资源。
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引用次数: 0
De novo whole-genome assembly and annotation of Coffea arabica var. Geisha, a high-quality coffee variety from the primary origin of coffee. 咖啡原产地的优质咖啡品种 Coffea arabica var. Geisha 的全新全基因组组装和注释。
IF 2.1 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2024-11-15 DOI: 10.1093/g3journal/jkae262
Juan F Medrano, Dario Cantu, Andrea Minio, Christian Dreischer, Theodore Gibbons, Jason Chin, Shiyu Chen, Allen Van Deynze, Amanda M Hulse-Kemp

Geisha coffee is recognized for its unique aromas and flavors and accordingly, has achieved the highest prices in the specialty coffee markets. We report the development of a chromosome-level, well-annotated, genome assembly of Coffea arabica var. Geisha. Geisha is considered an Ethiopian landrace that represents germplasm from the Ethiopian center of origin of coffee. We used a hybrid de novo assembly approach combining two long-reads single molecule sequencing technologies, Oxford Nanopore and Pacific Biosciences, together with scaffolding with Hi-C libraries. The final assembly is 1.03GB in size with BUSCO assessment of the assembly completeness of 97.7% of single-copy orthologs clusters. RNAseq and IsoSeq data were used as transcriptional experimental evidence for annotation and gene prediction revealing the presence of 47,062 gene loci encompassing 53,273 protein-coding transcripts. Comparison of the assembly to the progenitor subgenomes separated the set of chromosome sequences inherited from C. canephora from those of C. eugenioides. Corresponding orthologs between the two Arabica varieties, Geisha and Red Bourbon, had a 99.67% median identity, higher than what we observe with the progenitor assemblies (median 97.28%). Both Geisha and Red Bourbon contain a recombination event on Chromosome 10 relative to the two progenitors that must have happened before the geographical separation of the two varieties, consistent with a single allopolyploidization event giving rise to C. arabica. Broadening the availability of high-quality genome assemblies of Coffea arabica varieties, paves the way for understanding the evolution and domestication of coffee, as well as the genetic basis and environmental interactions of why a variety like Geisha is capable of producing beans with such exceptional and unique high-quality.

艺妓咖啡以其独特的香气和风味而闻名,并因此在特种咖啡市场上获得了最高的价格。我们报告了在染色体水平上对阿拉伯咖啡(Coffea arabica var.Geisha 被认为是埃塞俄比亚的一个地方品种,代表了来自埃塞俄比亚咖啡原产地中心的种质。我们采用了一种混合从头组装方法,结合了牛津纳米孔公司和太平洋生物科学公司的两种长读数单分子测序技术,并使用 Hi-C 文库搭建了脚手架。最终的组装结果大小为 1.03GB,经 BUSCO 评估,97.7% 的单拷贝同源物簇组装完整。RNAseq 和 IsoSeq 数据被用作注释和基因预测的转录实验证据,揭示了包含 53,273 个蛋白编码转录本的 47,062 个基因位点。通过与祖先亚基因组进行比较,将从 C. canephora 和 C. eugenioides 继承的染色体序列集区分开来。两个阿拉比卡品种(Geisha 和 Red Bourbon)之间的对应直向同源物的中位同一性为 99.67%,高于我们观察到的原种基因组的同一性(中位数为 97.28%)。相对于两个原种,Geisha 和 Red Bourbon 在 10 号染色体上都包含一个重组事件,该事件一定发生在两个品种地理分离之前,这与产生阿拉伯咖啡豆的单一异源多倍体事件一致。扩大阿拉伯咖啡品种高质量基因组组装的可用性,为了解咖啡的进化和驯化,以及像 Geisha 这样的品种为什么能够生产出具有如此卓越和独特品质的咖啡豆的遗传基础和环境相互作用铺平了道路。
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引用次数: 0
Marginal interaction test for detecting interactions between genetic marker sets and environment in genome-wide studies. 边际交互检验,用于检测全基因组研究中遗传标记集与环境之间的交互作用。
IF 2.1 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2024-11-14 DOI: 10.1093/g3journal/jkae263
Linchuan Shen, Amei Amei, Bowen Liu, Gang Xu, Yunqing Liu, Edwin C Oh, Xin Zhou, Zuoheng Wang

As human complex diseases are influenced by the interaction between genetics and the environment, identifying gene-environment interactions (G × E) is crucial for understanding disease mechanisms and predicting risk. Developing robust quantitative tools for G × E analysis can enhance the study of complex diseases. However, many existing methods that explore G × E focus on the interplay between an environmental factor and genetic variants, exclusively for common or rare variants. In this study, we developed MAGEIT_RAN and MAGEIT_FIX to identify interactions between an environmental factor and a set of genetic markers, including both rare and common variants, based on the MinQue for Summary statistics. The genetic main effects in MAGEIT_RAN and MAGEIT_FIX are modeled as random and fixed effects, respectively. Simulation studies showed that both tests had type I error under control, with MAGEIT_RAN being the most powerful test. Applying MAGEIT to a genome-wide analysis of gene-alcohol interactions on hypertension and seated systolic blood pressure in the Multi-Ethnic Study of Atherosclerosis revealed genes like EIF2AK2, CCNDBP1 and EPB42 influencing blood pressure through alcohol interaction. Pathway analysis identified one apoptosis and survival pathway involving PKR and two signal transduction pathways associated with hypertension and alcohol intake, demonstrating MAGEIT_RAN's ability to detect biologically relevant gene-environment interactions.

由于人类复杂疾病受遗传和环境之间相互作用的影响,识别基因与环境之间的相互作用(G × E)对于了解疾病机制和预测风险至关重要。为 G × E 分析开发强大的定量工具可以加强对复杂疾病的研究。然而,现有的许多探索 G × E 的方法都侧重于环境因素与遗传变异之间的相互作用,只针对常见或罕见变异。在本研究中,我们开发了 MAGEIT_RAN 和 MAGEIT_FIX,以识别环境因素与一组遗传标记(包括罕见变异和常见变异)之间的相互作用。MAGEIT_RAN 和 MAGEIT_FIX 中的遗传主效应分别建模为随机效应和固定效应。模拟研究表明,这两种检验的 I 型误差都在可控范围内,其中 MAGEIT_RAN 是最强大的检验。应用 MAGEIT 对动脉粥样硬化多种族研究中高血压和坐位收缩压的基因-酒精交互作用进行全基因组分析,发现 EIF2AK2、CCNDBP1 和 EPB42 等基因通过酒精交互作用影响血压。通路分析发现了一条涉及 PKR 的凋亡和存活通路,以及两条与高血压和酒精摄入相关的信号转导通路,证明了 MAGEIT_RAN 检测生物相关基因-环境相互作用的能力。
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引用次数: 0
Refining penalized ridge regression: a novel method for optimizing the regularization parameter in genomic prediction. 完善惩罚性脊回归:优化基因组预测中正则化参数的新方法。
IF 2.1 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2024-11-09 DOI: 10.1093/g3journal/jkae246
Abelardo Montesinos-López, Osval A Montesinos-López, Federico Lecumberry, María I Fariello, José C Montesinos-López, José Crossa

The popularity of genomic selection as an efficient and cost-effective approach to estimate breeding values continues to increase, due in part to the significant saving in phenotyping. Ridge regression is one of the most popular methods used for genomic prediction; however, its efficiency (in terms of prediction performance) depends on the appropriate tunning of the penalization parameter. In this paper we propose a novel, more efficient method to select the optimal penalization parameter for Ridge regression. We compared the proposed method with the conventional method to select the penalization parameter in 14 real data sets and we found that in 13 of these, the proposed method outperformed the conventional method and across data sets the gains in prediction accuracy in terms of Pearson's correlation was of 56.15%, with not-gains observed in terms of normalized mean square error. Finally, our results show evidence of the potential of the proposed method, and we encourage its adoption to improve the selection of candidate lines in the context of plant breeding.

基因组选育作为一种高效、经济的育种价值估算方法,其受欢迎程度不断提高,部分原因是表型设计大大节省了成本。岭回归是基因组预测中最常用的方法之一;然而,它的效率(就预测性能而言)取决于对惩罚参数的适当调整。在本文中,我们提出了一种新颖、更有效的方法来选择岭回归的最佳惩罚参数。我们在 14 个真实数据集中比较了所提出的方法和传统的惩罚参数选择方法,发现在其中 13 个数据集中,所提出的方法优于传统的方法,而且在所有数据集中,以皮尔逊相关性计算的预测准确率提高了 56.15%,而以归一化均方误差计算的预测准确率没有提高。最后,我们的研究结果证明了所提方法的潜力,我们鼓励在植物育种中采用该方法来改进候选品系的选择。
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引用次数: 0
Correction to: Highly contiguous genome assembly of Drosophila prolongata-a model for evolution of sexual dimorphism and male-specific innovations. Correction to:延长果蝇的高度连续基因组组装--性二型和雄性特异性创新进化的模型。
IF 2.1 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2024-11-07 DOI: 10.1093/g3journal/jkae253
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引用次数: 0
Correction to: Evaluating Illumina-, Nanopore-, and PacBio-based genome assembly strategies with the bald notothen, Trematomus borchgrevinki. 更正:评估基于 Illumina、Nanopore 和 PacBio 基因组组装策略的秃头艽鸡(Trematomus borchgrevinki)。
IF 2.1 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2024-11-06 DOI: 10.1093/g3journal/jkae214
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引用次数: 0
Detection and Annotation of Unique Regions in Mammalian Genomes. 哺乳动物基因组中独特区域的检测与注释
IF 2.1 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2024-11-06 DOI: 10.1093/g3journal/jkae257
Beatriz Vieira Mourato, Bernhard Haubold

Long unique genomic regions have been reported to be highly enriched for developmental genes in mice and humans. In this paper we identify unique genomic regions using an efficient method based on fast string matching. We quantify the resource consumption and accuracy of this method before applying it to the genomes of 18 mammals. We annotate their unique regions of at least 10 kb and find that they are strongly enriched for developmental genes across the board. We then investigated the subset of unique regions that lack annotations, which we call "anonymous". The longest anonymous unique region in the tasmanian devil spanned 83 kb and contained the gene encoding inositol polyphosphate-5-phosphatase A, which is an essential part of intracellular signaling. This discovery of an essential gene in a unique region implies that unique regions might be given priority when annotating mammalian genomes. Our documented pipeline for annotating unique regions in any mammalian genome is available from the repository github.com/evolbioinf/auger; additional data for this study is available from the dataverse at doi.org/10.17617/3.4IKQAG.

据报道,在小鼠和人类中,长的独特基因组区域高度富集发育基因。在本文中,我们使用一种基于快速字符串匹配的高效方法来识别独特的基因组区域。在将该方法应用于 18 种哺乳动物的基因组之前,我们对其资源消耗和准确性进行了量化。我们对至少 10 kb 的独特区域进行了注释,发现这些区域强烈富集了所有发育基因。然后,我们研究了缺乏注释的独特区域子集,我们称其为 "匿名 "区域。塔斯马尼亚袋獾中最长的匿名独特区域横跨 83 kb,包含编码肌醇多磷酸-5-磷酸酶 A 的基因,该基因是细胞内信号转导的重要组成部分。在一个独特的区域发现了一个重要基因,这意味着在注释哺乳动物基因组时,可以优先考虑独特的区域。我们在任何哺乳动物基因组中注释独特区域的记录管道可从存储库 github.com/evolbioinf/auger 获取;本研究的其他数据可从 doi.org/10.17617/3.4IKQAG 的数据筐获取。
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引用次数: 0
The epistatic relationship of Drosophila melanogaster CtIP and Rif1 in homology-directed repair of DNA double-strand breaks. 黑腹果蝇 CtIP 和 Rif1 在 DNA 双链断裂同源定向修复中的表观关系
IF 2.1 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2024-11-06 DOI: 10.1093/g3journal/jkae210
Makenzie S Thomas, Gautham S Pillai, Margaret A Butler, Joel Fernandez, Jeannine R LaRocque

Double-strand breaks (DSBs) are genotoxic DNA lesions that pose significant threats to genomic stability, necessitating precise and efficient repair mechanisms to prevent cell death or mutations. DSBs are repaired through nonhomologous end-joining (NHEJ) or homology-directed repair (HDR), which includes homologous recombination (HR) and single-strand annealing (SSA). CtIP and Rif1 are conserved proteins implicated in DSB repair pathway choice, possibly through redundant roles in promoting DNA end-resection required for HDR. Although the roles of these proteins have been well-established in other organisms, the role of Rif1 and its potential redundancies with CtIP in Drosophila melanogaster remain elusive. To examine the roles of DmCtIP and DmRif1 in DSB repair, this study employed the direct repeat of white (DR-white) assay, tracking across indels by decomposition (TIDE) analysis, and P{wIw_2 kb 3'} assay to track repair outcomes in HR, NHEJ, and SSA, respectively. These experiments were performed in DmCtIPΔ/Δ single mutants, DmRif1Δ/Δ single mutants, and DmRif1Δ/Δ; DmCtIPΔ/Δ double mutants. This work demonstrates significant defects in both HR and SSA repair in DmCtIPΔ/Δ and DmRif1Δ/Δ single mutants. However, experiments in DmRif1Δ/Δ; DmCtIPΔ/Δ double mutants reveal that DmCtIP is epistatic to DmRif1 in promoting HDR. Overall, this study concludes that DmRif1 and DmCtIP do not perform their activities in a redundant pathway, but rather DmCtIP is the main driver in promoting HR and SSA, most likely through its role in end resection.

双链断裂(DSB)是对基因组稳定性构成重大威胁的遗传毒性 DNA 病变,需要精确高效的修复机制来防止细胞死亡或突变。DSB通过非同源末端连接(NHEJ)或同源定向修复(HDR)进行修复,其中包括同源重组(HR)和单链退火(SSA)。CtIP 和 Rif1 是与 DSB 修复途径选择有关的保守蛋白,可能是通过在促进 HDR 所需的 DNA 末端切除中发挥冗余作用。虽然这些蛋白的作用已在其他生物体中得到充分证实,但 Rif1 的作用及其与 CtIP 的潜在冗余在黑腹果蝇中的作用仍未确定。为了研究DmCtIP和DmRif1在DSB修复中的作用,本研究采用了白色直接重复(DR-white)检测法、通过分解(TIDE)分析法和P{wIw_2 kb 3'}检测法来分别跟踪HR、NHEJ和SSA的修复结果。这些实验是在 DmCtIPΔ/Δ 单突变体、DmRif1Δ/Δ 单突变体和 DmRif1Δ/Δ; DmCtIPΔ/Δ 双突变体中进行的。这项工作表明,DmCtIPΔ/Δ和DmRif1Δ/Δ单突变体在HR和SSA修复方面都存在明显缺陷。然而,DmRif1Δ/Δ;DmCtIPΔ/Δ双突变体的实验表明,DmCtIP在促进HDR方面与DmRif1具有外显性。总之,这项研究得出的结论是,DmRif1 和 DmCtIP 并非在一个冗余途径中执行其活动,而是 DmCtIP 是促进 HR 和 SSA 的主要驱动力,很可能是通过其在末端切除中的作用。
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引用次数: 0
Somy evolution in the honey bee infecting trypanosomatid parasite, Lotmaria passim. 蜜蜂感染锥虫寄生虫 Lotmaria passim 的索米进化。
IF 2.1 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2024-11-06 DOI: 10.1093/g3journal/jkae258
Lindsey M Markowitz, Anthony Nearman, Zexuan Zhao, Dawn Boncristiani, Anzhelika Butenko, Luis Miguel de Pablos, Arturo Marin, Guang Xu, Carlos A Machado, Ryan S Schwarz, Evan C Palmer-Young, Jay D Evans

Lotmaria passim is a ubiquitous trypanosomatid parasite of honey bees nestled within the medically important subfamily Leishmaniinae. Although this parasite is associated with honey bee colony losses, the original draft genome-which was completed before its differentiation from the closely related Crithidia mellificae-has remained the reference for this species despite lacking improvements from newer methodologies. Here we report the updated sequencing, assembly, and annotation of the BRL type strain (ATCC PRA-422) of Lotmaria passim. The nuclear genome assembly has been resolved into 31 complete chromosomes and is paired with an assembled kinetoplast genome consisting of a maxicircle and 30 minicircle sequences. The assembly spans 33.7 Mb and contains very little repetitive content, from which our annotation of both the nuclear assembly and kinetoplast predicted 10,288 protein-coding genes. Analyses of the assembly revealed evidence of a recent chromosomal duplication event within chromosomes 5 and 6 and provides evidence for a high level of aneuploidy in this species, mirroring the genomic flexibility employed by other trypanosomatids as a means of adaptation to different environments. This high-quality reference can therefore provide insights into adaptations of trypanosomatids to the thermally regulated, acidic, and phytochemically rich honey bee hindgut niche, which offers parallels to the challenges faced by other Leishmaniinae during the challenges they undergo within insect vectors, during infection of mammals, and exposure to antiparasitic drugs throughout their multi-host life cycles. This reference will also facilitate investigations of strain-specific genomic polymorphisms, their role in pathogenicity, and the development of treatments for pollinator infection.

Lotmaria passim 是一种无处不在的蜜蜂锥虫寄生虫,隶属于具有重要医学价值的利什曼尼亚科。尽管这种寄生虫与蜜蜂蜂群的损失有关,但最初的基因组草案--在它从密切相关的Crithidia mellificae分化出来之前就已完成--仍然是该物种的参考文献,尽管缺乏更新方法的改进。在此,我们报告了对 Lotmaria passim 的 BRL 型菌株(ATCC PRA-422)进行的最新测序、组装和注释。核基因组已被解析为 31 条完整的染色体,并与由一个大圆序列和 30 个小圆序列组成的动粒基因组配对。该基因组横跨 33.7 Mb,重复内容极少,我们对核基因组和动粒基因组的注释预测出了 10,288 个编码蛋白质的基因。对装配的分析表明,在第 5 号和第 6 号染色体上最近发生了染色体复制事件,并提供了该物种非整倍体程度较高的证据,这反映了其他锥虫作为适应不同环境的一种手段所具有的基因组灵活性。因此,这份高质量的参考文献可以帮助人们深入了解锥虫对热调节、酸性和富含植物化学物质的蜜蜂后肠生态位的适应情况,这与其他利什曼病原体在昆虫载体中、在感染哺乳动物期间以及在其多宿主生命周期中接触抗寄生虫药物时所面临的挑战相似。该参考文献还将有助于研究毒株特异性基因组多态性、它们在致病性中的作用以及开发治疗授粉者感染的方法。
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引用次数: 0
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