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Comparative genomics points to tandem duplications of SAD gene clusters as drivers of increased α-linolenic (ω-3) content in S. hispanica seeds. 比较基因组学表明,SAD基因簇的串联重复是导致S. hispanica种子中α-亚麻酸(ω-3)含量增加的驱动因素。
IF 4.2 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-03-01 Epub Date: 2024-02-10 DOI: 10.1002/tpg2.20430
Tannaz Zare, Jeff F Paril, Emma M Barnett, Parwinder Kaur, Rudi Appels, Berit Ebert, Ute Roessner, Alexandre Fournier-Level

Salvia hispanica L. (chia) is a source of abundant ω-3 polyunsaturated fatty acids (ω-3-PUFAs) that are highly beneficial to human health. The genomic basis for this accrued ω-3-PUFA content in this emerging crop was investigated through the assembly and comparative analysis of a chromosome-level reference genome for S. hispanica. The highly contiguous 321.5-Mbp genome assembly covering all six chromosomes enabled the identification of 32,922 protein-coding genes. Two whole-genome duplications (WGD) events were identified in the S. hispanica lineage. However, these WGD events could not be linked to the high α-linolenic acid (ALA, ω-3) accumulation in S. hispanica seeds based on phylogenomics. Instead, our analysis supports the hypothesis that evolutionary expansion through tandem duplications of specific lipid gene families, particularly the stearoyl-acyl carrier protein desaturase (ShSAD) gene family, is the main driver of the abundance of ω-3-PUFAs in S. hispanica seeds. The insights gained from the genomic analysis of S. hispanica will help establish a molecular breeding target that can be leveraged through genome editing techniques to increase ω-3 content in oil crops.

莎草(Salvia hispanica L.)含有丰富的ω-3 多不饱和脂肪酸(ω-3-PUFAs),对人体健康非常有益。通过组装和比较分析西班牙糙米的染色体级参考基因组,研究了这种新兴作物中ω-3-PUFA含量增加的基因组基础。高度连续的 321.5-Mbp 基因组组装覆盖了所有六条染色体,从而鉴定出 32,922 个编码蛋白质的基因。在 S. hispanica 系中发现了两个全基因组重复(WGD)事件。然而,根据系统进化组学,这些 WGD 事件无法与 S. hispanica 种子中的α-亚麻酸(ALA,ω-3)高积累联系起来。相反,我们的分析支持这样的假设,即通过特定脂质基因家族(尤其是硬脂酰-酰基载体蛋白去饱和酶(ShSAD)基因家族)的串联重复而实现的进化扩张,是茄子种子中ω-3-PUFAs丰度的主要驱动力。从 S. hispanica 基因组分析中获得的见解将有助于确立分子育种目标,通过基因组编辑技术提高油料作物中的ω-3 含量。
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引用次数: 0
Genomic and phenotypic characterization of finger millet indicates a complex diversification history. 谷子的基因组和表型特征表明其具有复杂的多样化历史。
IF 4.2 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-03-01 Epub Date: 2023-11-20 DOI: 10.1002/tpg2.20392
Jon Bančič, Damaris A Odeny, Henry F Ojulong, Samuel M Josiah, Jaap Buntjer, R Chris Gaynor, Stephen P Hoad, Gregor Gorjanc, Ian K Dawson

Advances in sequencing technologies mean that insights into crop diversification can now be explored in crops beyond major staples. We use a genome assembly of finger millet, an allotetraploid orphan crop, to analyze DArTseq single nucleotide polymorphisms (SNPs) at the whole and sub-genome level. A set of 8778 SNPs and 13 agronomic traits was used to characterize a diverse panel of 423 landraces from Africa and Asia. Through principal component analysis (PCA) and discriminant analysis of principal components, four distinct groups of accessions were identified that coincided with the primary geographic regions of finger millet cultivation. Notably, East Africa, presumed to be the crop's origin, exhibited the lowest genetic diversity. The PCA of phenotypic data also revealed geographic differentiation, albeit with differing relationships among geographic areas than indicated with genomic data. Further exploration of the sub-genomes A and B using neighbor-joining trees revealed distinct features that provide supporting evidence for the complex evolutionary history of finger millet. Although genome-wide association study found only a limited number of significant marker-trait associations, a clustering approach based on the distribution of marker effects obtained from a ridge regression genomic model was employed to investigate trait complexity. This analysis uncovered two distinct clusters. Overall, the findings suggest that finger millet has undergone complex and context-specific diversification, indicative of a lengthy domestication history. These analyses provide insights for the future development of finger millet.

测序技术的进步意味着现在可以在主要作物以外的作物上探索对作物多样化的见解。利用异体四倍体孤儿作物谷子的基因组组装,在全基因组和亚基因组水平上分析了DArTseq单核苷酸多态性(snp)。一组8778个snp和13个农艺性状被用来表征来自非洲和亚洲的423个不同的地方品种。通过主成分分析(PCA)和主成分判别分析,鉴定出4个不同的类群,这些类群与指粟种植的主要地理区域相吻合。值得注意的是,东非被认为是这种作物的原产地,却表现出最低的遗传多样性。表型数据的主成分分析也揭示了地理差异,尽管地理区域之间的关系不同于基因组数据。利用邻近连接树对亚基因组A和B的进一步探索揭示了不同的特征,为谷子复杂的进化史提供了支持证据。尽管全基因组关联研究仅发现有限数量的显著标记-性状关联,但基于脊回归基因组模型获得的标记效应分布的聚类方法被用于研究性状复杂性。这个分析揭示了两个不同的集群。总的来说,研究结果表明,小米经历了复杂的和特定环境的多样化,表明了漫长的驯化历史。这些分析为手指小米的未来发展提供了一些见解。
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引用次数: 0
Integrative multi-omics analyses of date palm (Phoenix dactylifera) roots and leaves reveal how the halophyte land plant copes with sea water. 对枣椰树(Phoenix dactylifera)根系和叶片的多组学综合分析揭示了这种卤素陆生植物如何应对海水。
IF 4.2 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-03-01 Epub Date: 2023-07-30 DOI: 10.1002/tpg2.20372
Heike M Mueller, Bastian L Franzisky, Maxim Messerer, Baoguo Du, Thomas Lux, Philip J White, Sebastien Christian Carpentier, Jana Barbro Winkler, Joerg-Peter Schnitzler, Hamed A El-Serehy, Khaled A S Al-Rasheid, Naif Al-Harbi, Saleh Alfarraj, Jörg Kudla, Jaakko Kangasjärvi, Michael Reichelt, Axel Mithöfer, Klaus F X Mayer, Heinz Rennenberg, Peter Ache, Rainer Hedrich, Christoph-Martin Geilfus

Date palm (Phoenix dactylifera L.) is able to grow and complete its life cycle while being rooted in highly saline soils. Which of the many well-known salt-tolerance strategies are combined to fine-tune this remarkable resilience is unknown. The precise location, whether in the shoot or the root, where these strategies are employed remains uncertain, leaving us unaware of how the various known salt-tolerance mechanisms are integrated to fine-tune this remarkable resilience. To address this shortcoming, we exposed date palm to a salt stress dose equivalent to seawater for up to 4 weeks and applied integrative multi-omics analyses followed by targeted metabolomics, hormone, and ion analyses. Integration of proteomic into transcriptomic data allowed a view beyond simple correlation, revealing a remarkably high degree of convergence between gene expression and protein abundance. This sheds a clear light on the acclimatization mechanisms employed, which depend on reprogramming of protein biosynthesis. For growth in highly saline habitats, date palm effectively combines various salt-tolerance mechanisms found in both halophytes and glycophytes: "avoidance" by efficient sodium and chloride exclusion at the roots, and "acclimation" by osmotic adjustment, reactive oxygen species scavenging in leaves, and remodeling of the ribosome-associated proteome in salt-exposed root cells. Combined efficiently as in P. dactylifera L., these sets of mechanisms seem to explain the palm's excellent salt stress tolerance.

枣椰树(Phoenix dactylifera L.)能够扎根于高盐碱土壤中生长并完成其生命周期。目前还不清楚在众多众所周知的耐盐策略中,哪些策略被结合起来,以微调这种非凡的恢复力。这些策略被运用的确切位置,无论是在芽中还是在根中,仍然是不确定的,这使我们不知道各种已知的耐盐机制是如何被整合起来以微调这种非凡的恢复力的。为了弥补这一不足,我们将枣椰树暴露在相当于海水的盐胁迫剂量下长达4周,并应用综合多组学分析,随后进行了有针对性的代谢组学、激素和离子分析。将蛋白质组数据与转录组数据整合后,我们发现基因表达与蛋白质丰度之间存在着显著的高度趋同性,从而超越了简单的相关性。这清楚地揭示了所采用的适应机制,这种机制取决于蛋白质生物合成的重新编程。为了在高盐度环境中生长,枣椰树有效地结合了盐生植物和糖生植物的各种耐盐机制:"避免 "是指根部有效地排除钠和氯,"适应 "是指渗透调节、叶片中活性氧的清除以及盐暴露根细胞中核糖体相关蛋白质组的重塑。与 P. dactylifera L.一样,这些机制有效地结合在一起,似乎就能解释棕榈树出色的耐盐胁迫能力。
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引用次数: 0
Transcriptome analysis of iron over-accumulating Arabidopsis genotypes uncover putative novel regulators of systemic and retrograde signaling. 铁过度积累拟南芥基因型的转录组分析揭示了系统和逆行信号的新调节因子。
IF 4.2 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-03-01 Epub Date: 2023-12-06 DOI: 10.1002/tpg2.20411
Louis Grillet, En-Jung Hsieh, Wolfgang Schmidt

On account of its competence to accept and donate electrons, iron (Fe) is an essential element across all forms of life, including plants. Maintaining Fe homeostasis requires precise orchestration of its uptake, trafficking, and translocation in order to meet the demand for Fe sinks such as plastids. Plants harboring defects in the systemic Fe transporter OPT3 (OLIGOPEPTIDE TRANSPORTER 3) display constitutive Fe deficiency responses and accumulate toxic levels of Fe in their leaves. Similarly, ectopic expression of IRONMAN (IMA) genes, encoding a family of phloem-localized signaling peptides, triggers the uptake and accumulation of Fe by inhibiting the putative Fe sensor BRUTUS. This study aims at elucidating the mechanisms operating between OPT3-mediated systemic Fe transport, activation of IMA genes in the phloem, and activation of Fe uptake in the root epidermis. Transcriptional profiling of opt3-2 mutant and IMA1/IMA3 overexpressing (IMA Ox) lines uncovered a small subset of genes that were consistently differentially expressed across all three genotypes and Fe-deficient control plants, constituting potential novel regulators of cellular Fe homeostasis. In particular, expression of the the F-box protein At1g73120 was robustly induced in all genotypes, suggesting a putative function in the posttranslational regulation of cellular Fe homeostasis. As further constituents of this module, two plastid-encoded loci that putatively produce transfer ribonucleic acid (tRNA)-derived small ribonucleic acids are possibly involved in retrograde control of root Fe uptake.

铁(Fe)具有接受和提供电子的能力,是包括植物在内的所有生命形式的基本元素。维持铁的平衡需要精确地协调铁的吸收、运输和转运,以满足对质体等铁汇的需求。携带系统性铁转运体 OPT3(OLIGOPEPTIDE TRANSPORTER 3)缺陷的植物表现出组成型铁缺乏反应,并在叶片中积累有毒水平的铁。同样,编码韧皮部定位信号肽家族的 IRONMAN(IMA)基因的异位表达也会通过抑制假定的铁传感器 BRUTUS 而引发铁的吸收和积累。本研究旨在阐明 OPT3 介导的系统性铁运输、韧皮部 IMA 基因的激活以及根表皮对铁吸收的激活之间的运行机制。对 opt3-2 突变体和 IMA1/IMA3 超表达(IMA Ox)株系的转录谱分析发现了一小部分基因,这些基因在所有三种基因型和缺铁对照植株中都有一致的差异表达,构成了细胞铁稳态的潜在新型调控因子。特别是,F-盒蛋白 At1g73120 的表达在所有基因型中都被强力诱导,这表明其在翻译后调控细胞铁稳态方面具有潜在功能。作为该模块的进一步组成成分,两个质粒编码的基因座可能产生了转移核糖核酸(tRNA)衍生的小核糖核酸,它们可能参与了根系铁吸收的逆向调控。
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引用次数: 0
Genomic-assisted breeding for climate-smart coffee. 基因组辅助培育气候智能型咖啡。
IF 4.2 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-03-01 Epub Date: 2023-03-22 DOI: 10.1002/tpg2.20321
Maria Amélia G Ferrão, Aymbire F A da Fonseca, Paulo S Volpi, Lucimara C de Souza, Marcone Comério, Abraão C Verdin Filho, Elaine M Riva-Souza, Patricio R Munoz, Romário G Ferrão, Luís Felipe V Ferrão

Coffee is a universal beverage that drives a multi-industry market on a global basis. Today, the sustainability of coffee production is threatened by accelerated climate changes. In this work, we propose the implementation of genomic-assisted breeding for climate-smart coffee in Coffea canephora. This species is adapted to higher temperatures and is more resilient to biotic and abiotic stresses. After evaluating two populations, over multiple harvests, and under severe drought weather condition, we dissected the genetic architecture of yield, disease resistance, and quality-related traits. By integrating genome-wide association studies and diallel analyses, our contribution is four-fold: (i) we identified a set of molecular markers with major effects associated with disease resistance and post-harvest traits, while yield and plant architecture presented a polygenic background; (ii) we demonstrated the relevance of nonadditive gene actions and projected hybrid vigor when genotypes from different geographically botanical groups are crossed; (iii) we computed medium-to-large heritability values for most of the traits, representing potential for fast genetic progress; and (iv) we provided a first step toward implementing molecular breeding to accelerate improvements in C. canephora. Altogether, this work is a blueprint for how quantitative genetics and genomics can assist coffee breeding and support the supply chain in the face of the current global changes.

咖啡是一种通用饮料,在全球范围内推动着一个多产业市场的发展。如今,咖啡生产的可持续性受到气候变化加速的威胁。在这项工作中,我们建议对咖啡树(Coffea canephora)实施基因组辅助育种,以培育气候智能型咖啡。该品种适应较高的温度,对生物和非生物胁迫有较强的抗逆性。我们对两个种群进行了多次收获评估,并在严重干旱的天气条件下对产量、抗病性和品质相关性状的遗传结构进行了剖析。通过整合全基因组关联研究和多重分析,我们做出了四方面的贡献:(i) 我们确定了一组分子标记,其主要效应与抗病性和收获后性状相关,而产量和植株结构则呈现出多基因背景;(ii) 我们证明了非加成基因作用的相关性,并预测了不同地理植物组的基因型杂交时的杂种活力;(iii) 我们计算了大多数性状的中等至大遗传率值,这代表了快速遗传进展的潜力;(iv) 我们为实施分子育种以加速 C. canephora 的改良迈出了第一步。canephora 的分子育种迈出了第一步。总之,这项工作为定量遗传学和基因组学如何在当前的全球变化中协助咖啡育种和支持供应链描绘了蓝图。
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引用次数: 0
Genetic factors underlying anaerobic germination in rice: Genome-wide association study and transcriptomic analysis. 水稻厌氧发芽的遗传因素:全基因组关联研究和转录组分析
IF 4.2 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-03-01 Epub Date: 2022-09-28 DOI: 10.1002/tpg2.20261
Ranjita Thapa, Rodante E Tabien, Michael J Thomson, Endang M Septiningsih

The success of rice (Oryza sativa L.) germination and survival under submerged conditions is mainly determined by the rapid growth of the coleoptile to reach the water surface. Previous reports have shown the presence of genetic variability within rice accessions in the levels of flooding tolerance during germination or anaerobic germination (AG). Although many studies have focused on the physiological mechanisms of oxygen stress, few studies have explored the breadth of natural variation in AG tolerance-related traits in rice. In this study, we evaluated the coleoptile lengths of a geographically diverse rice panel of 241 accessions, including global accessions along with elite breeding lines and released cultivars from the United States, under the normal and flooded conditions in laboratory and greenhouse environments. A genome-wide association study (GWAS) was performed using a 7K single-nucleotide polymorphism (SNP) array and the phenotypic data of normal coleoptile length, flooded coleoptile length, flooding tolerance index, and survival at 14 d after seeding (DAS). Out of the 30 significant GWAS quantitative trait loci (QTL) regions identified, 14 colocalized with previously identified candidate genes of AG tolerance, whereas 16 were potentially novel. Two rice accessions showing contrasting phenotypic responses to AG stress were selected for the transcriptomics study. The combined approach of GWAS and transcriptomics analysis identified 77 potential candidate genes related to AG tolerance. The findings of our study may assist rice improvement programs in developing rice cultivars with robust tolerance under flooding stress during germination and the early seedling stage.

水稻(Oryza sativa L.)在浸没条件下发芽和存活的成功与否主要取决于小叶能否迅速生长到水面。以前的报告显示,水稻品种在发芽或厌氧发芽(AG)过程中的耐涝水平存在遗传变异。虽然许多研究都关注氧胁迫的生理机制,但很少有研究探讨水稻耐AG相关性状的自然变异的广度。在这项研究中,我们在实验室和温室环境中的正常和淹水条件下,评估了由 241 个品种组成的水稻地理多样性面板的子叶长度,其中包括全球品种以及美国的精英育种品系和释放的栽培品种。利用 7K 单核苷酸多态性(SNP)阵列和正常茎秆长度、淹水茎秆长度、耐淹水指数和播种后 14 d(DAS)存活率等表型数据进行了全基因组关联研究(GWAS)。在鉴定出的 30 个显著的 GWAS 数量性状位点(QTL)区域中,14 个与之前鉴定出的耐 AG 候选基因共定位,而 16 个则可能是新的。转录组学研究选择了两个对 AG 胁迫表现出截然不同的表型反应的水稻品种。结合 GWAS 和转录组学分析方法,确定了 77 个与 AG 耐受力相关的潜在候选基因。我们的研究结果可能有助于水稻改良计划,开发出在发芽和幼苗期对水淹胁迫有较强耐受力的水稻品种。
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引用次数: 0
Exploring the genomics of abiotic stress tolerance and crop resilience to climate change. 探索非生物胁迫耐受性和作物抵御气候变化能力的基因组学。
IF 4.2 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-03-01 Epub Date: 2024-03-13 DOI: 10.1002/tpg2.20445
Rajeev K Varshney, Rutwik Barmukh, Alison Bentley, Henry T Nguyen
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引用次数: 0
Genomic-wide identification and expression analysis of AP2/ERF transcription factors in Zanthoxylum armatum reveals the candidate genes for the biosynthesis of terpenoids. Zanthoxylum armatum 中 AP2/ERF 转录因子的全基因组鉴定和表达分析揭示了萜类化合物生物合成的候选基因。
IF 4.2 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-03-01 Epub Date: 2023-12-21 DOI: 10.1002/tpg2.20422
Xiaomeng Liu, Weiwei Zhang, Ning Tang, Zexiong Chen, Shen Rao, Hua Cheng, Chengrong Luo, Jiabao Ye, Shuiyuan Cheng, Feng Xu

Terpenoids are the main active components in the Zanthoxylum armatum leaves, which have extensive medicinal value. The Z. armatum leaf is the main by-product in the Z. armatum industry. However, the transcription factors involved in the biosynthesis of terpenoids are rarely reported. This study was performed to identify and classify the APETALA2/ethylene-responsive factor (AP2/ERF) gene family of Z. armatum. The chromosome distribution, gene structure, conserved motifs, and cis-acting elements of the promoter of the species were also comprehensively analyzed. A total of 214 ZaAP2/ERFs were identified. From the obtained transcriptome and terpenoid content data, four candidate ZaAP2/ERFs involved in the biosynthesis of terpenoids were selected via correlation and weighted gene co-expression network analysis. A phylogenetic tree was constructed using 13 AP2/ERFs related to the biosynthesis of terpenoids in other plants. ZaERF063 and ZaERF166 showed close evolutionary relationships with the ERFs in other plant species and shared a high AP2-domain sequence similarity with the two closest AP2/ERF proteins, namelySmERF8 from Salvia miltiorrhiza and AaERF4 from Artemisia annua. Further investigation into the effects of methyl jasmonate (MeJA) treatment on the content of terpenoids in Z. armatum leaves revealed that MeJA significantly induced the upregulation of ZaERF166 and led to a significant increase in the terpenoids content in Z. armatum leaves, indicating that ZaERF166 might be involved in the accumulation of terpenoids of Z. armatum. Results will be beneficial for the functional characterization of AP2/ERFs in Z. armatum and establishment of the theoretical foundation to increase the production of terpenoids via the manipulation of the regulatory elements and strengthen the development and utilization of Z. armatum leaves.

萜类化合物是芒柄蜡菊叶中的主要活性成分,具有广泛的药用价值。Z.armatum叶片是Z.armatum产业的主要副产品。然而,参与萜类化合物生物合成的转录因子却鲜有报道。本研究旨在鉴定和分类芒柄蜡菊的 APETALA2/乙烯反应因子(AP2/ERF)基因家族。研究还全面分析了该物种的染色体分布、基因结构、保守基序以及启动子的顺式作用元件。共鉴定出 214 个 ZaAP2/ERF。通过相关性和加权基因共表达网络分析,从获得的转录组和萜类化合物含量数据中筛选出了四个参与萜类化合物生物合成的候选 ZaAP2/ERF。利用其他植物中与萜类化合物生物合成相关的 13 个 AP2/ERFs 构建了一棵系统发生树。ZaERF063和ZaERF166与其他植物物种中的ERF表现出密切的进化关系,并且与两个最接近的AP2/ERF蛋白(即丹参中的SmERF8和黄花蒿中的AaERF4)具有很高的AP2-domain序列相似性。进一步研究茉莉酸甲酯(MeJA)处理对Z. armatum叶片中萜类化合物含量的影响发现,MeJA能显著诱导ZaERF166的上调,并导致Z. armatum叶片中萜类化合物含量的显著增加,表明ZaERF166可能参与了Z. armatum萜类化合物的积累。该研究结果将有助于研究AP2/ERFs在Z. armatum叶片中的功能特性,并为通过调控元件提高萜类化合物的产量、加强Z. armatum叶片的开发利用奠定理论基础。
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引用次数: 0
Erratum to: Fertilization of grapevine based on gene expression. 勘误:基于基因表达的葡萄施肥。
IF 4.2 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-03-01 Epub Date: 2024-02-10 DOI: 10.1002/tpg2.20406
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引用次数: 0
Genome-wide SNP discovery and genotyping delineates potential QTLs underlying major yield-attributing traits in buckwheat. 全基因组 SNP 发现和基因分型划定了荞麦主要产量性状的潜在 QTLs。
IF 4.2 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-03-01 Epub Date: 2024-01-18 DOI: 10.1002/tpg2.20427
Samiullah Naik, Jebi Sudan, Uneeb Urwat, Mohammad Maqbool Pakhtoon, Basharat Bhat, Varun Sharma, Parvaze A Sofi, Asif B Shikari, Bilal A Bhat, Najeebul Rehman Sofi, P V Vara Prasad, Sajad Majeed Zargar

Buckwheat (Fagopyrum spp.) is an important nutritional and nutraceutical-rich pseudo-cereal crop. Despite its obvious potential as a functional food, buckwheat has not been fully harnessed due to its low yield, self-incompatibility, increased seed cracking, limited seed set, lodging, and frost susceptibility. The inadequate availability of genomics resources in buckwheat is one of the major reasons for this. In the present study, genome-wide association mapping (GWAS) was conducted to identify loci associated with various morphological and yield-related traits in buckwheat. High throughput genotyping by sequencing led to the identification of 34,978 single nucleotide polymorphisms that were distributed across eight chromosomes. Population structure analysis grouped the genotypes into three sub-populations. The genotypes were also characterized for various qualitative and quantitative traits at two diverse locations, the analysis of which revealed a significant difference in the mean values. The association analysis revealed a total of 71 significant marker-trait associations across eight chromosomes. The candidate genes were identified near 100 Kb of quantitative trait loci (QTLs), providing insights into several metabolic and biosynthetic pathways. The integration of phenology and GWAS in the present study is useful to uncover the consistent genomic regions, related markers associated with various yield-related traits, and potential candidate genes having implications for being utilized in molecular breeding for the improvement of economically important traits in buckwheat. Moreover, the identified QTLs will assist in tracking the desirable alleles of target genes within the buckwheat breeding populations/germplasm.

荞麦(Fagopyrum spp.)是一种重要的营养和保健食品丰富的假谷物作物。尽管荞麦具有作为功能性食品的明显潜力,但由于其产量低、自相容性差、种子开裂率高、结实率有限、易结荚和易受霜冻等原因,荞麦尚未得到充分利用。荞麦基因组学资源不足是造成这种情况的主要原因之一。本研究进行了全基因组关联图谱绘制(GWAS),以确定与荞麦各种形态和产量相关性状有关的基因座。通过高通量基因分型测序,确定了分布在 8 条染色体上的 34 978 个单核苷酸多态性。种群结构分析将基因型分为三个亚种群。此外,还在两个不同地点对基因型的各种质量和数量性状进行了表征,分析表明平均值存在显著差异。关联分析显示,在 8 条染色体上共有 71 个显著的标记-性状关联。在 100 Kb 的数量性状位点(QTLs)附近发现了候选基因,为深入了解几种代谢和生物合成途径提供了线索。本研究将物候学与全球基因组分析相结合,有助于发现与各种产量相关性状有关的一致基因组区域、相关标记以及潜在候选基因,从而可用于分子育种以改良荞麦的重要经济性状。此外,鉴定出的 QTLs 将有助于追踪荞麦育种群体/种质中目标基因的理想等位基因。
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引用次数: 0
期刊
Plant Genome
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