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Nested association mapping in oat (Avena sativa L.) identifies the location of multiple genes conferring resistance to the crown rust pathogen Puccinia coronata f. sp. avenae. 燕麦(Avena sativa L.)的巢式关联定位鉴定了对冠锈病病原菌冠锈病(Puccinia coronata f. sp. avenae)具有抗性的多个基因的位置。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-11-08 DOI: 10.1007/s00122-025-05083-8
Jessica Argenta, Laura Ziems, Jeremy Roake, Marcelo T Pacheco, Davinder Singh, Robert F Park

Oat crown rust, caused by the fungus Puccinia coronata f. sp. avenae (Pca), is the most destructive foliar pathogen of oat. Almost 100 genes conferring resistance to Pca have been cataloged. However, only limited genes have been mapped, and the chromosomal location of most remains undetermined. The goals of this study were to detect the chromosomal locations of 13 cataloged Pc genes and one uncharacterized but highly effective resistance gene and to identify functions related to them. We used an A. sativa L. nested association mapping population comprising 14 biparental F2:3 families, derived from crosses between a donor carrying Pca resistance and the Pca susceptible variety "Swan." A total of 2,356 F2:3 lines were phenotyped for response to pathotypes of Pca, from which the final AsNAM population of 707 individuals were selected. Based on DArT-Seq genotype data 15,940 high-quality single nucleotide polymorphisms were identified. Using the IBD mixed model, eight resistance QTLs to Pca with varying phenotypic variance were identified. The locations of four previously mapped genes were confirmed (Pc38, chr7D; Pc45, chr2D; Pc46, chr3D; Pc50, chr3D), and two genes were mapped for the first time (Pc36, chr1C; Pc70, chr5D). Resistance QTLs from the highly resistant Ensiler variety were also identified for the first time. The results revealed that some families had a single dominant gene controlling resistance, while others had more complex resistance. Several genes were linked or allelic (Pc13, Pc46, and Pc50 on chr3D; Pc36 and Pc60 on chr 1C; Pc38 and Pc64 on chr 7D). A total of 31 putative genes belonging to eight protein families related with disease resistance were identified in detected QTL regions.

燕麦冠锈病是燕麦最具破坏性的叶面病原菌,由真菌冠锈病(Puccinia coronata f. sp. avenae, Pca)引起。大约有100个基因对Pca具有抗性。然而,只有有限的基因被定位,大多数的染色体位置仍然不确定。本研究的目的是检测13个已编目的Pc基因和1个未鉴定但高效的耐药基因的染色体位置,并确定与之相关的功能。我们使用了一个由14个双亲本F2:3家族组成的a . sativa L.巢式关联图谱群体,这些家族来自于携带Pca抗性的供体和Pca易感品种“Swan”之间的杂交。共有2,356个F2:3系对Pca的病理反应进行了表型分析,从中选择了707个个体的最终AsNAM群体。基于DArT-Seq基因型数据,鉴定出15940个高质量的单核苷酸多态性。利用IBD混合模型,鉴定出8个不同表型变异的抗Pca qtl。4个先前定位的基因(Pc38, chr7D; Pc45, chr2D; Pc46, chr3D; Pc50, chr3D)被确认,2个基因(Pc36, chr1C; Pc70, chr5D)被首次定位。高抗性品种Ensiler的抗性qtl也首次得到鉴定。结果显示,一些家族有单一的显性基因控制抗性,而另一些家族则有更复杂的抗性。几个基因被连锁或等位(chr3D上的Pc13、Pc46和Pc50; ch1c上的Pc36和Pc60; chr 7D上的Pc38和Pc64)。在检测到的QTL区域共鉴定出31个与抗病相关的推定基因,隶属于8个蛋白质家族。
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引用次数: 0
BS-D275: A novel locus on the chromosome arm 2DS governing branched spike development in wheat. BS-D275:小麦染色体臂2DS上调控分枝穗发育的新位点。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-11-07 DOI: 10.1007/s00122-025-05091-8
Yunfeng Qu, Yongkang Ren, Jinghuang Hu, Yi Liu, Dan Qiu, Yahui Li, Qiuhong Wu, Miao He, Qing Guo, Yu Sun, Wenze Yan, Zhaohui Tang, Zhiyong Liu, Yanming Zhang, Lei Cui, Hongjie Li

Key message: BS-D275, a new locus on chromosome arm 2DS, is genetically independent of WFZP-2D and controls branched spike architecture in common wheat (Triticum aestivum). Branched spikes enhance wheat yield potential by increasing grain number. We identified the locus BS-D275 for spike branching in the winter wheat line Dong 275 and mapped it to chromosome arm 2DS using a recombinant inbred line (RIL) population derived from the cross of Dong 275 (branched spikes) × Zhongmai 175 (standard spikes). Across multiple field trials, spike branching and awn length segregated as polygenic, unlinked traits. Bulk segregant RNA-seq (BSR-Seq) of leaf and inflorescence samples, integrated with molecular markers, delimited BS-D275 to a 1.52-cM interval spanning 829 kb (84.03-84.86 Mb) in the Chinese Spring telomere-to-telomere reference genome. Diagnostic markers and sequence comparison positioned BS-D275 11 Mb distal to the spike-branching locus WFZP-2D (73.09 Mb), confirming their independence. The interval contains 10 inflorescence-specific candidate genes. CSIAAS2DG0371200/TraesCS2D02G133500, encoding a GTPase-activating protein, carries a Dong 275-specific 4-bp frameshift and is highly expressed in spikes, making it the most likely candidate for BS-D275. Parallel BSR-Seq of awned versus tip-awned bulks mapped the awn suppressor to the B1 locus (CSIAAS5AG1310200/TraesCS5A02G542800) on chromosome arm 5AL, demonstrating that awn development and spike branching are under separate genetic control. WFZP-2D represses awn development while BS-D275 does not, which provides evidence that BS-D275 is most likely a novel regulator of spike branching. Diagnostic markers for BS-D275 will accelerate marker-assisted selection for high-yielding, branched-spike wheat.

关键信息:BS-D275是小麦2DS染色体臂上的一个新位点,与WFZP-2D基因独立,并控制小麦分枝穗结构。分枝穗通过增加粒数来提高小麦的产量潜力。利用冬275(分枝穗)与中麦175(标准穗)杂交的重组自交系(RIL)群体,鉴定了冬275穗分枝的基因座BS-D275,并将其定位到染色体臂2DS上。在多个田间试验中,穗分枝和芒长被分离为多基因、非连锁性状。结合分子标记,利用叶片和花序样本的大体积分离RNA-seq (BSR-Seq)将中国春端粒-端粒参考基因组的BS-D275划分为1.52 cm的区间,长度为829 kb (84.03-84.86 Mb)。诊断标记和序列比较表明,BS-D275位于穗分支位点WFZP-2D (73.09 Mb)的远端11mb,证实了它们的独立性。该区间包含10个花序特异性候选基因。CSIAAS2DG0371200/TraesCS2D02G133500编码gtpase激活蛋白,携带Dong 275特异性的4-bp移码,在尖峰中高表达,使其成为BS-D275最有可能的候选基因。平行BSR-Seq将芒抑制基因定位到5AL染色体臂上的B1位点(CSIAAS5AG1310200/TraesCS5A02G542800),表明芒发育和穗分枝受单独的遗传控制。WFZP-2D抑制自身发育,而BS-D275则没有,这表明BS-D275很可能是一种新的穗分枝调节因子。BS-D275的诊断标记将加速高产支穗小麦的标记辅助选择。
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引用次数: 0
Map-based cloning identifies a missense SNP in CsTRX z, encoding a z-type thioredoxin homolog, as the genetic determinant of Dominant Virescent Leaf in cucumber. 基于图谱的克隆鉴定了CsTRX z中一个错义SNP,该SNP编码z型硫氧还蛋白同源物,是黄瓜显性嫩叶的遗传决定因素。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-11-07 DOI: 10.1007/s00122-025-05090-9
Yuqing Zhou, Lei Zhang, Hanqiang Liu, Haoran Tian, Linglong Fu, Xiaoxue Wang, Yupeng Pan, Zhengnan Li

Key message: A missense SNP G → A mutation in the z-type thioredoxin-coding gene CsTRX z (CsDVL) reveals its pivotal regulatory function in chloroplast development, chlorophyll homeostasis, and low-temperature-sensitive photosynthetic regulation, with direct implications for targeted genetic improvement in breeding programs. Thioredoxins (TRXs), pivotal redox regulators modulating protein function, are essential for plant stress adaptation, development, and growth. While extensively characterized in model species (e.g., Arabidopsis, rice), their roles in vegetable crops remain underexplored. Here, we report a missense SNP (G → A) in the z-type thioredoxin CsTRX z (CsDVL), identified via ethyl methanesulfonate (EMS) mutagenesis, as the causal variant underlying the Dominant Virescent Leaf phenotype in cucumber (Cucumis sativus). The mutant PSM004 exhibits transient yellow-green cotyledons at seedling emergence, reverting to wild-type pigmentation during later growth stages. Genetic and cytological analyses confirmed that the Dominant Virescent Leaf (DVL) locus perturbs chloroplast ultrastructure, chlorophyll biosynthesis, and photosynthetic efficiency. Positional cloning delimited DVL to a 75.9-Kb region on chromosome 6, with allelic diversity analysis pinpointing a G → A substitution in the fourth exon of CsTRX z as the causative mutation. Transcriptomic profiling revealed that this missense SNP reprograms expression of chloroplast-localized genes governing chlorophyll metabolism, redox homeostasis, carbohydrate flux, and photosynthetic machinery. Physiological assays further demonstrated thermosensitivity in PSM004, with low-temperature treatment (20 °C/15 °C) inducing reversible chlorosis in developing leaves. Our findings elucidate CsTRX z's conserved yet distinct role in chloroplast biogenesis beyond model systems and establish its utility as a genetic target for enhancing stress resilience and photosynthetic performance in cucumber breeding programs.

关键信息:z型硫氧还蛋白编码基因CsTRX z (CsDVL)的一个错义SNP G→A突变揭示了其在叶绿体发育、叶绿素稳态和低温敏感光合调节中的关键调控作用,对育种计划中的靶向遗传改良具有直接意义。硫氧还毒素(TRXs)是调节蛋白质功能的关键氧化还原调节剂,对植物的逆境适应、发育和生长至关重要。虽然在模式物种(如拟南芥、水稻)中广泛存在,但它们在蔬菜作物中的作用仍未得到充分探索。在这里,我们报告了一个错义SNP (G→a)在z型硫氧还蛋白CsTRX z (CsDVL)中,通过甲基磺酸乙酯(EMS)诱变鉴定,作为黄瓜(Cucumis sativus)显性翠绿叶表型的致病变异。突变体PSM004在幼苗出苗时表现出短暂的黄绿色子叶,在生长后期恢复到野生型的色素沉着。遗传和细胞学分析证实,显性绿叶(DVL)位点干扰叶绿体超微结构、叶绿素生物合成和光合效率。定位克隆将DVL定位在6号染色体上75.9 kb的区域,等位基因多样性分析确定CsTRX z第4外显子的G→a替换为致病突变。转录组学分析显示,这种错义SNP重编程了叶绿体定位基因的表达,这些基因控制叶绿素代谢、氧化还原稳态、碳水化合物通量和光合机制。生理实验进一步证明了PSM004的热敏性,低温处理(20°C/15°C)可诱导发育中的叶片可逆褪绿。我们的研究结果阐明了cstrxz在模式系统之外的叶绿体生物发生中保守而独特的作用,并确立了其作为黄瓜育种计划中提高胁迫抗性和光合性能的遗传靶点的实用性。
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引用次数: 0
Low-call-rate SNPs and presence-absence variation identified in the rice pan-genome can improve genomic prediction of rice gene bank accessions. 在水稻泛基因组中发现低召唤率snp和存在-缺失变异,可以提高水稻基因库的基因组预测。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-11-07 DOI: 10.1007/s00122-025-05080-x
Lukas Krusenbaum, Matthias Wissuwa

Key message: Substantial improvements in genomic prediction accuracy for rice gene bank accessions were achieved by incorporating SNPs of low call rate identified in a recently published rice pan-genome. Introduction of useful genetic variation to breeding populations is a key factor in achieving genetic gain in crop breeding. However, identifying donors from genetic diversity stored in gene banks requires extensive phenotyping, which is not feasible for many traits of interest. Genomic prediction (GP) of phenotypic values has been proposed to overcome this phenotyping bottleneck. A key challenge for GP is the identification of appropriate markers representative of genetic variation causal for phenotypes. Here we report on utilizing single nucleotide polymorphisms (SNPs) from the core and dispensable genomes of a rice pan-genome resource comprising 16 reference sequences. Using a published pan-genome graph, we identified SNPs within structural variations of the dispensable genome. In this SNP set, SNPs of low call rate (CR) were common. Presence-absence variation (PAV) of these SNPs was associated with subpopulation structure, indicating that SNP absence reflects on underlying sequence PAV rather than being solely due to technical errors in SNP detection. To incorporate these SNPs in GP models, we employed modified encoding, retaining information of PAV and nucleotide variation by one-hot encoding (OHE). Adding these to SNP matrices increased prediction accuracies of GP for some traits and subpopulations. Improvements could largely be attributed to the inclusion of PAV. Our results show that the traditional approach of applying strict CR filters to SNPs located in the dispensable genome disregards potentially valuable genetic information not in linkage with SNPs of high CR. The proposed strategy provides a straightforward way to enhance GP performance in rice gene bank accessions.

通过整合最近发表的水稻泛基因组中发现的低召唤率snp,水稻基因库的基因组预测精度得到了实质性的提高。在育种群体中引入有用的遗传变异是实现作物育种遗传增益的关键因素。然而,从存储在基因库中的遗传多样性中识别供体需要广泛的表型分析,这对于许多感兴趣的性状是不可行的。表型值的基因组预测(GP)已被提出以克服这一表型瓶颈。GP的一个关键挑战是确定适当的标记,代表导致表型的遗传变异。在这里,我们报告了利用水稻泛基因组资源的核心基因组和必要基因组的单核苷酸多态性(SNPs),包括16个参考序列。使用已发表的泛基因组图,我们在可有可无的基因组的结构变异中确定了snp。在这组SNP中,低呼出率(CR)的SNP很常见。这些SNP的存在-缺失变异(PAV)与亚种群结构相关,表明SNP缺失反映了潜在序列的PAV,而不仅仅是由于SNP检测中的技术错误。为了将这些snp纳入GP模型,我们采用了改进的编码方法,通过单热编码(one-hot encoding, OHE)保留PAV和核苷酸变异的信息。将这些添加到SNP矩阵中可以提高GP对某些性状和亚群的预测准确性。改进很大程度上归功于PAV的加入。我们的研究结果表明,传统的方法对位于可逆性基因组中的snp应用严格的CR过滤器,忽略了与高CR snp无关的潜在有价值的遗传信息,该策略为提高水稻基因库中的GP性能提供了一种直接的方法。
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引用次数: 0
A natural allelic variation of TaIAA10-6A confers pre-harvest sprouting resistance in wheat. taaa10 - 6a的天然等位基因变异赋予小麦收获前发芽抗性。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-11-07 DOI: 10.1007/s00122-025-05086-5
Cheng Kou, Weigang Xu, Xueli Qi, Haibin Dong, Yan Li, Yuhui Fang, Chaojun Peng, Chen Gong

Pre-harvest sprouting (PHS) severely impacts white-grain wheat production. To uncover its genetic basis, we conducted a genome-wide association study (GWAS) across 273 wheat varieties and identified 41 quantitative trait loci (QTLs) for PHS resistance. Among these, a major and stable QTL on chromosome 6A, designated QTL15, was detected across all tested environments and accounted for up to 19.12% of the phenotypic variance. Integrated analysis of RNA-seq data and sequence variation within the QTL15 interval pinpointed TaIAA10-6A, an auxin-responsive Aux/IAA family gene, as the candidate. An elite haplotype, TaIAA10-6A-M, featuring an 18-bp deletion and a 21-bp substitution in its coding sequence, was strongly correlated with enhanced PHS resistance. Intriguingly, overexpressing TaIAA10-6A-M allele significantly increased PHS susceptibility, demonstrating that TaIAA10-6A encodes a dose-dependent PHS-promoting protein. Therefore, the TaIAA10-6A-M haplotype confers resistance by acting as a functionally attenuated allele that reduces PHS-promoting signal. A co-dominant CAPS marker, phs-TaIAA10-6A-M, was also developed and validated for its tight association with PHS resistance. Overall, this study not only elucidates a novel auxin-mediated regulatory mechanism for PHS in wheat but also provides a valuable gene resource for marker-assisted breeding of PHS-resistant white-grain wheat varieties.

收获前发芽严重影响白粒小麦生产。为了揭示其遗传基础,我们对273个小麦品种进行了全基因组关联研究(GWAS),鉴定出41个小灵通抗性数量性状位点(qtl)。其中,6A染色体上的一个主要且稳定的QTL QTL15在所有测试环境中都被检测到,占表型方差的19.12%。综合分析RNA-seq数据和QTL15区间内的序列变异,确定生长素应答型Aux/IAA家族基因taaa10 - 6a为候选基因。精英单倍型taaa10 - 6a - m编码序列缺失18 bp,替换21 bp,与小灵通抗性增强密切相关。有趣的是,过表达taaa10 - 6a - m等位基因显著增加了PHS的易感性,表明taaa10 - 6a编码了一种剂量依赖性的PHS促进蛋白。因此,taaa10 - 6a - m单倍型通过作为降低phs促进信号的功能衰减等位基因赋予抗性。一个共显性的CAPS标记PHS - taiaa10 - 6a - m也被开发出来,并被证实与PHS抗性密切相关。综上所述,本研究不仅阐明了生长素介导的小麦小灵通调控机制,而且为标记辅助选育抗小灵通白粒小麦品种提供了宝贵的基因资源。
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引用次数: 0
A mutation of GRAS SCL14 gene confers moderate sensitivity to the herbicide bentazon in soybean. GRAS SCL14基因突变使大豆对除草剂苯达松具有中等敏感性。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-11-06 DOI: 10.1007/s00122-025-05067-8
Shin Kato, Yuko Yokota, Tadashi Matsumoto, Tetsuya Yamada, Takashi Sayama, Nour Nissan, Siwar Haidar, Bahram Samanfar, Elroy R Cober, Masao Ishimoto, Akito Kaga

Bentazon is an effective post-emergence herbicide in soybean. A loss of function of cytochrome P450 hydroxylase encoded by a recessive gene, bzn-1 (Glyma.16G149300), is known to confer high sensitivity to bentazon, while there is natural variation causing moderate sensitivity to bentazon that cannot be accounted for by bzn-1. Here, we identified another recessive gene, bzn-2, that confers the moderate sensitivity to bentazon. The candidate region of bzn-2 was narrowed down to 92 kb on chromosome 11 by positional cloning using recombinant inbred lines from a cross between bentazon-tolerant and moderately sensitive varieties. Sequence comparison of these varieties for 12 genes located in the candidate region revealed that the moderately sensitive variety had a single-base substitution that caused a stop codon in the coding region of Glyma.11G138300. This gene encodes GRAS SCL14 (GRAS: GIBBERELLIN ACID INSENSITIVE, REPRESSOR of GA1, and SCARECROW; SCL: SCARECROW-like 14), a class II TGA transcription factor. Screening of germplasms by an amplification-refractory mutation system (ARMS) marker clearly distinguished the accessions that are moderately sensitive to bentazon. Three independent EMS mutants of Glyma.11G138300 were moderately sensitive to bentazon, strongly supporting Glyma.11G138300 as the causal gene for bzn-2. The low expression of mutated Glyma.11G138300 reduced expression of Glyma.16G149300, encoding the P450, resulting in a moderately sensitive phenotype. To the best of our knowledge, this is the first report demonstrating that natural variation in the GRAS gene family confers herbicide tolerance. Our findings are useful for understanding the mechanism of detoxification and for selection of bentazon tolerance through breeding.

苯达松是一种有效的大豆出苗后除草剂。已知由隐性基因bzn-1 (Glyma.16G149300)编码的细胞色素P450羟化酶的功能丧失会导致对苯他松的高敏感性,而自然变异导致对苯他松的中等敏感性无法由bzn-1解释。在这里,我们发现了另一个隐性基因bzn-2,该基因对苯达松具有中等敏感性。利用耐苯他松与中敏感品种杂交的重组自交系进行定位克隆,将bzn-2的候选区域缩小到11号染色体上的92 kb。对候选区域的12个基因进行序列比较发现,中等敏感品种Glyma.11G138300编码区存在单碱基替换,导致终止密码子出现。该基因编码GRAS SCL14 (GRAS:赤霉素酸不敏感,GA1抑制因子,和稻草人;SCL:稻草人样14),一类TGA转录因子。利用扩增-难解突变系统(ARMS)标记对种质进行筛选,明确区分出对苯达松中度敏感的种质。Glyma.11G138300的3个独立的EMS突变体对苯他松具有中等敏感性,这有力地支持了Glyma.11G138300是bzn-2的致病基因。突变的Glyma.11G138300的低表达降低了编码P450的Glyma.16G149300的表达,导致中度敏感表型。据我们所知,这是第一份证明GRAS基因家族的自然变异赋予除草剂耐受性的报告。我们的发现有助于了解解毒机制和通过育种选择苯达松耐受性。
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引用次数: 0
Regulation of nucleolar dominance through allopolyploidization of hexaploid wheat. 小麦六倍体异源多倍体对核仁优势的调控。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-11-06 DOI: 10.1007/s00122-025-05093-6
Yohta Hyuga, Tohru Nakano, Hirokazu Handa

Key message: Nucleolar dominance is an essential phenomenon as the control mechanism of polyploidization. This study provided valuable insights into elucidating the regulatory mechanisms and timing of nucleolar dominance during wheat polyploidization. We performed expression analyses of nucleolar organizer regions (NORs) to elucidate the status and regulatory mechanism of nucleolar dominance in wheat on the basis of sequence differences in the external transcribed sequence (ETS) region of ribosomal DNAs (rDNAs). In hexaploid wheat, the B-genome ETS subtype was predominantly expressed. In contrast, the D-genome subtype was slightly expressed, and the A-genome subtype was not expressed. D-genome subtype expression increased in lines lacking the B-genome NOR, but A-genome subtype expression was not restored. These results suggested that the regulatory mechanisms of the B genome's dominance for the D and A genomes differed. In synthetic wheat, rDNA units derived from the D genome, which were highly expressed in the diploid parental species, were suppressed to the level of established hexaploid lines, indicating that nucleolar dominance in wheat was established relatively early after polyploidization. Analysis using partial deletion lines of the short arm of the chromosome 1B or 6B revealed that even after the loss of the NOR, as the degree of deletion of the short arm increased, the recovery of D-genome subtype expression increased. These results suggest that not only does the NOR region on the B genome regulate nucleolar dominance but also that there may be another regulatory region on the short arm of chromosomes 1B and 6B.

核心信息:核仁显性是多倍体发育的重要控制机制。本研究为阐明小麦多倍体化过程中核仁优势的调控机制和时间安排提供了有价值的见解。基于核糖体dna (rnas)外转录序列(ETS)区的序列差异,对小麦核仁组织者区(NORs)进行了表达分析,以阐明小麦核仁优势的地位及其调控机制。在六倍体小麦中,b基因组ETS亚型主要表达。相比之下,d基因组亚型轻度表达,a基因组亚型不表达。在缺乏b基因组NOR的细胞系中,d基因组亚型表达增加,但a基因组亚型表达未恢复。这些结果表明,B基因组对D和A基因组的优势调节机制不同。在合成小麦中,来自D基因组的rDNA单元在二倍体亲本种中高度表达,在已建立的六倍体系中被抑制,表明小麦在多倍体化后相对较早地建立了核核优势。对1B或6B染色体短臂部分缺失系进行分析发现,即使在NOR缺失后,随着短臂缺失程度的增加,d基因组亚型表达的恢复也在增加。这些结果表明,除了B基因组上的NOR区调控核仁显性外,1B和6B染色体短臂上可能还有另一个调控区。
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引用次数: 0
Accelerated breeding modernization: a global blueprint for driving genetic gains, climate resilience, and food security in rice. 加速育种现代化:推动水稻遗传收益、气候适应能力和粮食安全的全球蓝图。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-11-06 DOI: 10.1007/s00122-025-05060-1
Sanjay K Katiyar, Reshmi Rani Das, Lekha T Pazhamala, Jérôme Bartholomé, Girish Chandel, Atugonza Bilaro, Maxwell Darko Asante, Khandakar Md Iftekharuddaula, Mirza M Islam, Ram Baran Yadaw, Ramlakhan Verma, Thati Srinivas, Chandra Mohan Yeshala, Herminio Abade, Viviane Raharinivo, Ruth Musila

Key message: ABM-BOx is a mission-critical transformation engine, built to fast-track genetic gains, boost climate resilience, and modernize outdated breeding programs into agile, data-driven, demand-responsive innovation platforms setting a global benchmark. Rice plays a central role in global food security as climate threats continue to rise. Fast-tracking genetic gains and developing climate-resilient, market-preferred varieties require a bold, system-wide transformation of rice breeding practices worldwide. Baseline diagnostics of more than 25 national rice breeding programs across the Global South revealed critical bottlenecks: obsolete breeding strategy and scheme, fragmented workflows, limited technology access, and poor integration of seed system. This highlights the urgent need of breeding modernization to tackle rising food security risks. We introduce Accelerated Breeding Modernization-Breeding and Operational Excellence (ABM-BOx), a globally scalable framework to transform rice breeding programs into modern, data-driven, impact-oriented systems. ABM-BOx operationalizes a paradigm shift by translating the breeder's equation into real-world impact through two synergistic engines: Breeding Excellence (BE) and Operational Excellence (OE). BE focuses on enhancing genetic gains through demand-driven breeding, strategic parental selection, recurrent population breeding, simulation-driven breeding scheme optimization, genomic selection, and predictive breeding. These strategies increase selection intensity, selection accuracy and shorten the breeding cycle. OE ensures speed, efficiency, and scalability through speed breeding-field based platforms, smart breeding-digital tools, breeding informatics-AI-powered decision tools, strategic costing-optimizing investments, and resilient seed systems. Additionally, Capacity Reinforcement and Functional Transformation-Accelerated Breeding Modernization (CRaFT-ABM) strengthens institutional capacity by focusing on talent, infrastructure, governance, and networks. More than a framework, ABM-BOx is a mission-critical transformation engine that drives innovation, speed, and impact to empower rice breeding efforts globally.

关键信息:ABM-BOx是一个任务关键型转型引擎,旨在快速跟踪遗传收益,提高气候适应能力,并将过时的育种计划现代化,使其成为敏捷、数据驱动、需求响应的创新平台,树立全球基准。随着气候威胁持续上升,大米在全球粮食安全中发挥着核心作用。快速跟踪遗传增益和开发适应气候变化、市场青睐的品种,需要在全球范围内对水稻育种做法进行大胆的全系统变革。对全球南方超过25个国家水稻育种计划的基线诊断揭示了关键的瓶颈:育种战略和计划过时、工作流程分散、技术获取有限以及种子系统整合不良。这凸显了育种现代化的迫切需要,以应对不断上升的粮食安全风险。我们推出了加速育种现代化-育种和卓越运营(ABM-BOx),这是一个全球可扩展的框架,旨在将水稻育种计划转变为现代的、数据驱动的、面向影响的系统。ABM-BOx通过两个协同引擎:育种卓越(BE)和运营卓越(OE),将育种者的等式转化为现实世界的影响,实现了范式转变。BE侧重于通过需求驱动育种、战略性亲代选择、循环种群育种、模拟驱动育种方案优化、基因组选择和预测育种来提高遗传收益。这些策略提高了选择强度,提高了选择精度,缩短了育种周期。OE通过快速育种(基于现场的平台)、智能育种(数字工具)、育种信息学(人工智能决策工具)、战略成本优化投资和弹性种子系统来确保速度、效率和可扩展性。此外,能力增强和功能转型-加速育种现代化(CRaFT-ABM)通过关注人才、基础设施、治理和网络来加强机构能力。ABM-BOx不仅仅是一个框架,它还是一个关键任务转型引擎,推动创新、速度和影响力,增强全球水稻育种工作的能力。
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引用次数: 0
Enhancing genomic predictive ability of yield and yield-related traits in spring wheat by integrating major plant adaptation genes as a fixed effect. 整合主要植物适应基因作为固定效应,提高春小麦产量及相关性状的基因组预测能力。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-11-04 DOI: 10.1007/s00122-025-05075-8
Yaotian Gao, Guriqbal Singh Dhillon, Pabitra Joshi, Justin Wheeler, Amandeep Kaur, Jianli Chen

Genomic selection (GS) has emerged as a promising approach in plant breeding, especially for complex traits like grain yield that are influenced by many small-effect quantitative trait loci (QTLs). Choosing the optimal prediction model is important for GS. Using 4 years of field data from a diverse panel of spring wheat lines, the present study assessed the ability of seven statistical models to predict grain yield (YLD), total spikelet number per spike (tSNS), thousand kernel weight (TKW), plant height (PHT), and heading date (HD). The Reproducing Kernel Hilbert Spaces (RKHS) model was used as a basis for comparing predictive ability improvement of the other six models when major plant adaptation genes controlling flowering time, photoperiod response, plant height, and vernalization were treated as fixed effects. Incorporating fixed effects into the model substantially improved genomic predictive abilities, increasing them by 13.6% for YLD, 19.8% for tSNS, 7.2% for TKW, 22.5% for HD, and 11.8% for PHT. Thus, wheat breeders could apply this approach to GS in cultivar development and improvement. This finding could also be applied for GS in other cereal crops. To our knowledge, this is the first demonstration in spring wheat of integrating adaptive marker sets (FT/Ppd/Rht/Vrn) as fixed effects within an RKHS framework to improve genomic prediction across yield and four yield-related traits.

基因组选择是一种很有前途的植物育种方法,特别是对于像粮食产量这样受许多小效数量性状位点影响的复杂性状。选择最优的预测模型对地质预报很重要。利用4年春小麦不同品系的田间数据,本研究评估了7种统计模型预测籽粒产量(YLD)、每穗总穗数(tSNS)、千粒重(TKW)、株高(PHT)和抽穗日期(HD)的能力。以繁殖核希尔伯特空间(RKHS)模型为基础,比较了以控制开花时间、光周期响应、株高和春化的主要植物适应基因为固定效应时,其他6个模型的预测能力提高情况。将固定效应纳入到模型中大大提高了基因组的预测能力,YLD的预测能力提高了13.6%,tSNS提高了19.8%,TKW提高了7.2%,HD提高了22.5%,PHT提高了11.8%。因此,小麦育种者可将该方法应用于小麦品种的开发和改良。这一发现也可以应用于其他谷类作物的GS。据我们所知,这是首次在春小麦中展示将自适应标记集(FT/Ppd/Rht/Vrn)作为RKHS框架内的固定效应,以提高对产量和四个产量相关性状的基因组预测。
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引用次数: 0
PotatoMASH is a cost-effective marker system for genomic prediction in potato based on short-read haplotypes. PotatoMASH是一种基于短读单倍型的低成本马铃薯基因组预测标记系统。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-11-03 DOI: 10.1007/s00122-025-05073-w
Lea Vexler, Agnieszka Konkolewska, Stephen Byrne, Tom Ruttink, Maria de la O Leyva-Pérez, Jie Kang, Denis Griffin, Richard G F Visser, Herman J van Eck, Dan Milbourne

Key message: Amplicon sequencing and read-backed haplotyping enable cost-effective genomic prediction in potato, with SNPs and haplotags showing similar performance across 23 traits, supporting scalable breeding applications and competitive prediction ability with GBS. Genomic prediction (GP) supports plant breeding by accelerating genetic improvement; however, the high cost associated with dense genotyping platforms restricts their use in routine breeding. This study evaluates the efficacy of PotatoMASH, a cost-effective, low-density, amplicon-sequencing platform generating SNPs and short-read multi-allelic haplotypes (haplotags), for GP in potato. First, we compared the prediction ability (PA) achieved using 2,236 SNPs and 2,000-3,390 haplotags from 339 amplicon loci of PotatoMASH with previously reported PA values obtained from a high-density 43.6 k SNP GBS dataset. PA was only moderately reduced, by 14% for SNPs and 9% for haplotags, indicating that the platform offers a scalable alternative to GBS. We then applied it to a diploid panel for GP of 23 agronomic, quality, and morphological traits. Both marker types yielded medium to high PA (0.29-0.81) across the traits. Haplotags outperformed SNPs in 11 traits, while SNPs performed better in six, with no difference in the remaining six traits. We conclude that PotatoMASH, which facilitates the concurrent detection of both SNPs and haplotypes at a reduced cost, provides a versatile and economical genotyping solution suitable for integrated pipelines that combine marker-assisted selection (MAS) and GP in potato breeding.

关键信息:扩增子测序和read-back单倍分型使马铃薯基因组预测具有成本效益,snp和单倍标签在23个性状中显示相似的性能,支持可扩展的育种应用和与GBS的竞争性预测能力。基因组预测(GP)通过加速遗传改良来支持植物育种;然而,与密集基因分型平台相关的高成本限制了它们在常规育种中的使用。PotatoMASH是一种低成本、低密度、扩增子测序平台,可产生snp和短读多等位基因单倍型(haplotags),用于马铃薯GP。首先,我们将来自PotatoMASH的339个扩增子位点的2236个SNP和2000 - 3390个单倍标签的预测能力(PA)与先前报道的高密度43.6 k SNP GBS数据集的PA值进行了比较。PA仅适度降低,单核苷酸多态性降低14%,单倍标签降低9%,表明该平台为GBS提供了可扩展的替代方案。然后,我们将其应用于23个农艺、质量和形态性状的GP的二倍体面板。两种标记类型在性状间均获得中高PA(0.29-0.81)。单倍标签在11个性状中优于snp,而snp在6个性状中优于snp,其余6个性状无差异。我们得出结论,PotatoMASH能够以较低的成本同时检测snp和单倍型,为马铃薯育种中结合标记辅助选择(MAS)和GP的集成管道提供了一种多功能和经济的基因分型解决方案。
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引用次数: 0
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