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Molecular mapping of quantitative trait loci for flag leaf length and width in recombinant inbred lines of qingke (Hordeum vulgare L.) 青科重组自交系旗叶长度和宽度数量性状位点的分子定位
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2025-12-08 DOI: 10.1002/csc2.70203
Xinlian Yu, Jingfa Yang, Linyu Yan, Youhua Yao, Xiaohua Yao, Handong Wang, Kunlun Wu, Xin Li

Flag leaf size is a determinant trait that influences plant architecture and yields potential in qingke (Hordeum vulgare var. coeleste L.). However, research on the map-based cloning of quantitative trait loci (QTL) for flag leaf length (FLL) and width (FLW) in qingke is limited. Therefore, a recombinant inbred line population derived from a cross between DZZ and KL10 was developed. A high-density genetic map was constructed using genotyping-by-sequencing data, followed by QTL analysis across five environments. The results revealed a total of 21 QTL for FLL and 28 for FLW, distributed on seven chromosomes of qingke. We defined 10 QTL that were detected in at least 2 environments as stable QTL, with average phenotypic variation explained (PVE) of 8.41%–26.36%. In addition, mate-QTL analysis revealed five QTL pairs regulating both FLL and FLW, which might be pleiotropic effect QTL co-regulating leaf size. Among them, SqFLL-6H.2 & SqFLW-6H.1 and SqFLL-7H.1 & SqFLW-7H.1 were co-localized major QTL stably detected in multi-environments, named SqFLS-6H and SqFLS-7H, with average PVE of 14.07% and 21.96%, respectively. Extreme individuals QTL and genetic effect analyses further confirmed the effective stability of SqFLS-6H and SqFLS-7H in regulating FLL and FLW. Our study identifies SqFLS-6H and SqFLS-7H as key loci stably regulating flag leaf size across multi-environments. These QTL provide a genetic foundation for marker-assisted selection to optimize leaf morphology and enhance yield potential in qingke breeding programs.

旗叶大小是影响青稞植株构型和产量潜力的决定性性状。然而,对青稞旗叶长和旗叶宽数量性状位点(QTL)的图谱克隆研究较少。因此,以DZZ与KL10杂交为基础,构建了重组自交系群体。利用基因分型测序数据构建高密度遗传图谱,并对5种环境进行QTL分析。结果显示,青科7条染色体上共有21个FLL QTL和28个FLW QTL。我们定义了在至少2个环境中检测到的10个QTL为稳定QTL,平均表型变异解释(PVE)为8.41%-26.36%。另外,通过QTL分析发现,5对QTL同时调控叶重和叶重,可能是多效效应QTL共同调控叶片大小。其中,SqFLL-6H。2; SqFLW-6H;1和SqFLL-7H。1 & &; SqFLW-7H;在多环境中稳定检测到1个共定位的主要QTL,命名为SqFLS-6H和SqFLS-7H,平均PVE分别为14.07%和21.96%。极端个体QTL和遗传效应分析进一步证实了SqFLS-6H和SqFLS-7H在调控FLL和FLW方面的有效稳定性。我们的研究发现SqFLS-6H和SqFLS-7H是在多环境下稳定调节旗叶大小的关键位点。这些QTL为青稞育种优化叶片形态和提高产量提供了遗传基础。
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引用次数: 0
Twenty years of cucurbit breeding research at the World Vegetable Center 世界蔬菜中心二十年的瓜类育种研究
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2025-12-08 DOI: 10.1002/csc2.70204
Narinder Pal Singh Dhillon

The contribution of cucurbit crops to global food and nutrition security is immense. They are economically and nutritionally important to smallholder farmers in Asia, who account for 81% of global cucurbit production. World Vegetable Center (WorldVeg) has been focused for 20 years on four species: bitter gourd (Momordica charantia), ridge gourd (Luffa acutangula), sponge gourd (Luffa cylindrica syn. L. aegyptica), and tropical pumpkin (Cucurbita moschata). Limited use of the available genetic diversity in seed industry cucurbit breeding programs resulted in reduced genetic gains for fruit yield and other key horticultural traits. WorldVeg's genebank stores cucurbit landraces collected from various parts of the world. WorldVeg has developed elite cucurbit lines and F1 hybrids by exploiting these landraces. This material is shared with seed industry partners to enable them to develop and release breakthrough F1 hybrids with enhanced fruit yield and resistance to diseases such as powdery mildew (Podosphaera xanthii), downy mildew (Pseudoperonospora cubensis), and multiple viruses, and also improved nutritional content, such as high carotenoid content in pumpkins. Molecular markers for virus and powdery mildew resistance and the gynoecious trait have been developed and validated. Future work on the discovery of new traits is emphasized, that is, gourds with enhanced fruit shelf life, rich intensity of antidiabetic compounds in bitter gourd, compact plant habit type loofahs, pumpkins with smaller or no seed cavity, and poleroviruses resistance. Bangladesh, Myanmar, Philippines, and China are important global centers for new germplasm accessions of these cucurbits, ensuring the global sustainability of cucurbit breeding and production.

葫芦作物对全球粮食和营养安全的贡献是巨大的。它们对亚洲的小农具有重要的经济和营养意义,这些小农占全球葫芦产量的81%。世界蔬菜中心(WorldVeg) 20年来重点研究了四个品种:苦瓜(Momordica charantia)、冬瓜(Luffa acutangula)、丝瓜(Luffa ica syn. L. aegyptica)和热带南瓜(Cucurbita moschata)。现有遗传多样性在种子产业瓜类育种计划中的利用有限,导致果实产量和其他关键园艺性状的遗传收益降低。WorldVeg的基因库储存了从世界各地收集的葫芦品种。WorldVeg利用这些地方品种培育出了优质的葫芦系和F1杂交品种。该材料与种子行业合作伙伴共享,使他们能够开发和释放具有突破性的F1杂交品种,提高果实产量,抵抗白粉病(Podosphaera xanthii)、霜霉病(Pseudoperonospora cubensis)和多种病毒等疾病,并改善营养成分,例如南瓜中的类胡萝卜素含量高。已经开发并验证了病毒和白粉病抗性的分子标记和雌同株性状。未来的工作重点是发现新的性状,即延长果实保质期的葫芦,苦瓜中富含抗糖尿病化合物,紧凑的植物习性型丝瓜,更小或没有种子腔的南瓜,以及抗极病毒的南瓜。孟加拉国、缅甸、菲律宾和中国是全球重要的葫芦新品种选育中心,确保了全球葫芦育种和生产的可持续性。
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引用次数: 0
Correction to “An optimized high-throughput colorimetric assay for phytic acid quantification” 对“一种用于植酸定量的优化高通量比色法”的更正
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2025-12-08 DOI: 10.1002/csc2.70212

Warsame, A. O. (2025). An optimized high-throughput colorimetric assay for phytic acid quantification. Crop Science, 65, e70195. https://doi.org/10.1002/csc2.70195

The third and fourth sentences in the abstract, “A previously reported colorimetric method for quantifying PA in soybean (Glycine max (L.) Merr.). However, the throughput of that method is relatively low.” have been updated to read, “A previously reported colorimetric method has been shown to be cost-effective and accurate for quantifying PA in soybean [Glycine max (L.) Merr.], but the throughput of this method is relatively low.”

We apologize for this error.

Warsame, a.o.(2025)。一种优化的植酸定量高通量比色法。作物科学,2015,33(5):391 - 391。https://doi.org/10.1002/csc2.70195The摘要中的第三和第四句,“先前报道的测定大豆(Glycine max (L.))中PA的比色法”稳定)。然而,该方法的通量相对较低。”已更新为,“先前报道的比色法已被证明是经济有效且准确的定量大豆中的PA[甘氨酸max (L.)]。稳定。],但这种方法的吞吐量相对较低。”我们为这个错误道歉。
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引用次数: 0
AI-based data synthesis of crop trait prioritization studies 基于人工智能的作物性状优先级研究数据综合
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2025-12-04 DOI: 10.1002/csc2.70198
David Brown, Hale A. Tufan

Synthesis of data from crop trait prioritization studies (CTPS) can provide insights to support decision-making, such as institutional funding allocation, and trait prioritization in crop improvement programs. This type of data synthesis is constrained by the lack of standardized crop trait terminology and suitable methods to deal with data heterogeneity. Crop trait ontologies provide terminology standardization, but annotating documents to link terms to ontology terms is time-consuming and may therefore miss trait terminology emerging from CTPS due to a data annotation bottleneck that constrains data synthesis. Natural language processing (NLP) techniques based on large language models (LLMs) can help in extracting information from unstructured text with no manual text annotation involved. This study applied NLP to synthesize unstructured text data extracted from CTPS by a recently published scoping review. Results show that (1) the trait vocabulary diversity used in CTPS varies per crop and by gender intentionality of CTPS, (2) crop trait preferences increasingly focus on food quality and climate adaptation traits, and (3) existing crop ontologies provide a good coverage of terms found in CTPS but might require the addition of terms, especially in crops such as cassava and sweet potato. This study demonstrates the utility of applying NLP and LLM to synthesize trait preference data across crops and timescales, potentially modeling an approach for broader utility to breeding programs and crop ontology curators alike.

作物性状优先排序研究(CTPS)数据的综合可以为支持决策提供见解,例如机构资金分配和作物改良计划中的性状优先排序。这种类型的数据综合受到缺乏标准化作物性状术语和处理数据异质性的合适方法的限制。作物特性本体提供了术语标准化,但注释文档以将术语链接到本体术语是非常耗时的,并且由于数据注释瓶颈限制了数据合成,因此可能会错过从CTPS中出现的特征术语。基于大型语言模型(llm)的自然语言处理(NLP)技术可以在不涉及人工文本注释的情况下从非结构化文本中提取信息。本研究应用自然语言处理技术合成了最近发表的一篇综述文章中从CTPS中提取的非结构化文本数据。结果表明:(1)CTPS中使用的性状词汇多样性因作物和性别意向而不同;(2)作物性状偏好越来越关注食品质量和气候适应性状;(3)现有作物本体提供了很好的覆盖CTPS中发现的术语,但可能需要添加术语,特别是在木薯和甘薯等作物中。本研究展示了应用NLP和LLM综合作物和时间尺度性状偏好数据的实用性,有可能为育种计划和作物本体管理员提供更广泛的实用方法。
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引用次数: 0
Identification of candidate genes for stigma color using a genome-wide association study in centipedegrass 蜈蚣草柱头颜色候选基因的全基因组关联研究
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2025-11-29 DOI: 10.1002/csc2.70185
Karen Harris-Shultz, Jason Wallace, Suraj Sapkota, Brian Schwartz, Quentin D. Read, Jaymi Peterson, Adina L. Santana, Dmitriy Smolensky, Alisa Coffin

Centipedegrass, Eremochloa ophiuroides [Munro] Hack., is a low-maintenance, warm-season turfgrass commonly grown in the southeastern United States. Limited information is known about the genomic regions that control centipedegrass traits, including stigma color. Stigma color can impact seed set and can have a role in insect pollination in other plant species. In this study, we used a genome-wide association study to detect a genomic region on the Hi-C genome assembler (HIC-ASM)-8 found to control stigma color. Examination of the most associated single-nucleotide polymorphic (SNP) markers revealed that plants with a homozygous C/C allele had mainly purple stigmas but could be white or a mixture of colors, whereas accessions that were T/T for these loci had only white stigmas. Two candidate genes, ctg780.162 and ctg780.158, with homologs involved in anthocyanin accumulation, were identified near the most significant SNPs. The entire ctg780.158 gene was sequenced from multiple accessions, and the white stigma accessions contained a large insertion before the start codon. Similarly, white accessions (TT) had three SNPs in the ctg780.162 coding region as compared to purple accessions (CC). This study identified candidate genes for stigma color and characterized the utilization of the ctg780.158 insertion.

蜈蚣草,蜈蚣草[门罗]。是一种低维护,暖季草坪草,通常生长在美国东南部。关于控制蜈蚣草性状(包括柱头颜色)的基因组区域的信息有限。柱头颜色可以影响种子结实,并在其他植物物种的昆虫授粉中发挥作用。在这项研究中,我们使用全基因组关联研究来检测Hi‐C基因组组装器(HIC‐ASM)‐8上发现的控制柱头颜色的基因组区域。对最相关的单核苷酸多态性(SNP)标记的检测显示,具有纯合子C/C等位基因的植株主要有紫色柱头,但也可能是白色或混合颜色,而这些位点为T/T的植株只有白色柱头。两个候选基因ctg780.162和ctg780.158与花青素积累有同源关系,在最显著snp附近被鉴定出来。对ctg780.158基因的多个片段进行测序,发现白色柱头片段在起始密码子前有一个大插入。同样,白色材料(TT)与紫色材料(CC)相比,在ctg780.162编码区有3个snp。本研究鉴定了柱头颜色的候选基因,并对ctg780.158插入物的利用进行了鉴定。
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引用次数: 0
Spatiotemporal lipid remodeling and signaling networks in cotton fiber development 棉纤维发育过程中脂质重构和信号网络的时空变化
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2025-11-28 DOI: 10.1002/csc2.70196
Kaijing Zuo, Qingwei Song, Jin Wang, Chuanhui Du

Cotton (Gossypium hirsutum L.) fiber is a vital source of nature fibers in textile industry and an ideal model for studying plant cell development. Phospholipids and sphingolipids, which are derived from very long-chain fatty acids (, are essential for maintaining fiber cell membrane integrity and serving as fiber development signals. To elucidate the multifaceted roles of lipids in fiber development, this review synthesizes recent advances in understanding the lipid composition of fiber cells, their functional roles, and the regulatory mechanisms mediated by the interaction with phytohormones and proteins. Additionally, this review discusses strategies of modifying phospholipid metabolites to improve cotton fiber yield and quality.

棉花(Gossypium hirsutum L.)纤维是纺织工业中重要的天然纤维,是研究植物细胞发育的理想模型。磷脂和鞘脂来源于长链脂肪酸,是维持纤维细胞膜完整性和纤维发育信号所必需的。为了阐明脂质在纤维发育中的多方面作用,本文综述了近年来在纤维细胞脂质组成、功能作用以及与植物激素和蛋白质相互作用介导的调节机制方面的研究进展。此外,本文还对改进磷脂代谢物以提高棉纤维产量和品质的策略进行了探讨。
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引用次数: 0
Breeding for quantitative disease resistance: Case studies, emerging approaches, and exploiting pathogen variation 定量抗病育种:案例研究、新方法和利用病原体变异
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2025-11-26 DOI: 10.1002/csc2.70202
R. McGee, M. Zaleski-Cox, M. A. Jayawardana, B. L. Tillman, O. Wally, L. Esquivel-Garcia, W. G. D. Fernando, H. Raman, H. S. Bariana, T. Copley, A. H. Carter, V. Hoyos-Villegas

Host resistance, using qualitative genes with major effects, such as resistance (R) genes, is one of the most effective disease control strategies. However, because major gene-derived resistance wanes over time, breeders must increasingly focus on quantitative trait loci and minor effect genes, which, when pyramided together, can confer stronger and longer lasting quantitative disease resistance (QDR). This review highlights the challenges of breeding for QDR in five case studies: blackleg (caused by Leptosphaeria maculans) in canola (Brassica napus), white mold (Sclerotinia sclerotiorum [Ss]) and common bacterial blight (Xanthomonas citri pv. fuscans and Xanthomonas phaseoli pv. phaseoli) in common bean (Phaseolus vulgaris), late leaf spot, early leaf spot, tomato spotted wilt virus, and southern stem rot in peanut (Arachis hypogaea), and stem, leaf, and stripe rusts (Puccinia spp.) and powdery mildew (Blumeria graminis) in wheat (Triticum aestivum). Five emerging approaches for accelerating QDR breeding are discussed: high-throughput phenotyping, phenomic selection, genomic selection, genome editing, and utilizing wild germplasm in pre-breeding. Lastly, we highlight the importance for breeders of QDR to consider the phenotypic, genetic, genomic, and pathogenicity gene variation within the pathogen population, using Ss in common bean as an example. By doing so, breeders will save time and resources and develop locally adapted cultivars.

利用抗性(R)基因等具有重要作用的质性基因对宿主进行抗性是最有效的疾病控制策略之一。然而,由于主要基因衍生的抗性随着时间的推移而减弱,育种者必须越来越多地关注数量性状位点和次要效应基因,当它们一起金字塔化时,可以赋予更强、更持久的数量抗病性(QDR)。本文综述了五个案例研究中QDR育种面临的挑战:油菜(Brassica napus)、白霉菌(Sclerotinia sclerotiorum [Ss])和常见细菌性枯萎病(Xanthomonas citri pv)的黑腿病(由maculans钩端细粒绦虫引起)。镰刀菌和相叶黄单胞菌。普通豆(Phaseolus vulgaris)的phaseoli,晚叶斑病,早叶斑病,番茄斑点枯萎病毒,花生(Arachis hypogaea)的南方茎腐病,小麦(Triticum aestivum)的茎、叶和条锈病(Puccinia spp .)和白粉病(Blumeria graminis)。本文讨论了加速QDR育种的五种新方法:高通量表型分型、表型选择、基因组选择、基因组编辑和在预育种中利用野生种质。最后,我们强调了QDR育种者在病原体群体中考虑表型、遗传、基因组和致病性基因变异的重要性,并以普通豆中的Ss为例。通过这样做,育种者将节省时间和资源,并开发适合当地的品种。
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引用次数: 0
Genetic gain of lint yield in modern upland cotton cultivars based on national cotton variety tests 基于国家棉花品种试验的现代陆地棉花品种皮棉产量遗传增益
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2025-11-26 DOI: 10.1002/csc2.70192
Linghe Zeng, Jixiang Wu, Fred M. Bourland, B. Todd Campbell, Jane K. Dever, Jennifer Dudak, Keith Edmisten, Steve Hague, Lavesta C. Hand, Michael Jones, Carol Kelly, Benjamin McKnight, Valarie Morgan, Brian Pieralisi, Tyson B. Raper, Alison L. Thompson, Wayne Smith, Bradley Wilson, Jinfa Zhang

It is essential to evaluate the genetic gain of lint yield in modern cotton (Gossypium hirsutum L.) cultivars planted in recent history and identify the trend of potential changes due to changes in breeding priorities in the United States. In National Cotton Variety Tests (NCVT) conducted since the 1960s, Upland cotton cultivars were tested annually at locations across the US Cotton Belt. The NCVT data from 1998 to 2022 after commercialization and inclusion of transgenic cotton cultivars were used to analyze lint yield trends during this period. The annual yield means were adjusted based on overlapped entries between testing years to minimize environmental influence during the long-term trials for genetic gain, which was estimated from regression of the adjusted annual means over testing years. The results showed that genetic gain of lint yield was 24.1 kg ha−1 year−1 during the 25-year period. When the long period was split into two segments, that is, 1998 to 2014 and 2015 to 2022, the genetic gains were 24.7 kg ha−1 year−1 and −1.3 kg ha−1 year−1, respectively. The yield trend of increasing before 2015 and plateauing after 2015 coincides with the trend of stacking technology advancement in development of transgenic cultivars. This coincidence reflects the early success of stacking technologies by seed companies in pyramiding stacked genes with cotton yield during the 2000s and the middle of 2010s. The yield plateau suggests the necessity of breakthroughs in breeding methods and biotechnologies in development of transgenic cotton for further increasing yield.

评估近代种植的现代棉花品种皮棉产量的遗传增益是必要的,并确定由于美国育种重点的变化而产生的潜在变化趋势。在自20世纪60年代以来进行的国家棉花品种试验(NCVT)中,每年在美国棉花带各地对陆地棉花品种进行测试。利用转基因棉花商品化后1998 - 2022年的NCVT数据分析了这一时期的皮棉产量趋势。根据测试年份之间的重叠条目对年产量平均值进行调整,以最大限度地减少遗传增益长期试验期间的环境影响,遗传增益是通过对测试年份调整后的年平均值的回归估计的。结果表明,在25年期间,皮棉产量遗传增益为24.1 kg ha - 1 year - 1。将长时期分为1998 - 2014年和2015 - 2022年两段,遗传增益分别为24.7 kg ha−1 year−1和−1.3 kg ha−1 year−1。2015年前产量增长,2015年后趋于平稳的趋势与转基因品种开发中堆叠技术进步的趋势相吻合。这一巧合反映了种子公司在2000年代和2010年代中期将堆叠基因与棉花产量结合起来的堆叠技术的早期成功。产量平台期表明,转基因棉花的发展需要在育种方法和生物技术方面取得突破,以进一步提高产量。
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引用次数: 0
Divergence of root system plasticity in soybean between modern breeding lines and diverse germplasm accessions 大豆根系可塑性在现代育种系和不同种质间的差异
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2025-11-24 DOI: 10.1002/csc2.70190
Sujata Bogati, Joshua Carpenter, Jinha Jung, Sam Schafer, Jairam Danao, Ellen Woods, Qijian Song, Michael Kantar, Jianxin Ma, Diane R. Wang

Roots are critical for supporting basic plant functions such as anchoring in various substrates, uptake of water and nutrients, and hosting symbiotic relationships. In crops, indirect changes to root system architecture (RSA) have occurred largely as a result of selection for yield or other related aboveground traits. In cultivated soybean (Glycine max (L.) Merr.), evidence of changes to RSA resulting from breeding for crop performance has been inconsistent, with some studies supporting an overall decrease in performance-related trait values, such as root length and density, and other work showing the opposite. The current study sets out to ask whether there is any systematic differentiation in RSA between a set of elite breeding lines (n = 8) of soybean developed for the Midwest United States and a group of diversity lines from the USDA Soybean Germplasm Collection (n = 16). Groups are compared across three distinct developmental stages (V2–V6, V7–R2, and R3–R7) and two contrasting soil environments. In total, 432 root systems were phenotyped for 12 structural traits derived from two-dimensional images along with root and shoot biomass. A new three-dimensional root modeling approach leveraging photogrammetry-derived pointclouds is additionally tested on a subset of 30 contrasting root systems. Results indicate that the diversity lines had smaller root systems overall but greater phenotypic plasticity in response to soil environment as compared to breeding lines. Plants grown in clay loam soil had reduced taproot length (14.2%), root biomass (18%), root volume (22.9%), root spread (22.7%), and average root diameter (7.6%) compared to sandy loam soil. In addition, root traits showed generally low heritabilities. Overall mean heritabilities were found to be highest in the earlier timepoint and declined over time. Maximum taproot diameter (H2 = 0.37 and h2 = 0.21) and maximum lateral branch length (H2 = 0.22 and h2 = 0.13) were the most heritable traits. Furthermore, the study finds evidence for trade-offs between aboveground and belowground trait plasticity.

根对于支持植物的基本功能至关重要,例如在各种基质上锚定,吸收水和养分,以及承载共生关系。在作物中,根系结构(RSA)的间接变化主要是产量选择或其他相关地上性状的结果。栽培大豆(Glycine max (L.))),由于作物性能育种导致RSA变化的证据并不一致,一些研究支持与性能相关的性状值(如根长和密度)总体下降,而其他研究显示相反。目前的研究旨在探究为美国中西部地区开发的一组优秀的大豆育种品系(n = 8)和来自美国农业部大豆种质资源收集的一组多样性品系(n = 16)之间是否存在系统性的RSA差异。在三个不同的发育阶段(V2-V6, V7-R2和R3-R7)和两种不同的土壤环境中对群体进行了比较。共对432个根系进行了12个结构性状的表型分析。利用摄影测量衍生点云的新的三维根系建模方法在30个对比根系的子集上进行了额外的测试。结果表明,与育种系相比,多样性系根系总体较小,但对土壤环境的表型可塑性更强。与砂壤土相比,粘壤土中生长的植物主根长度(14.2%)、根生物量(18%)、根体积(22.9%)、根展布(22.7%)和平均根径(7.6%)均减少。根系性状普遍表现出较低的遗传力。总体平均遗传力在较早的时间点最高,随着时间的推移而下降。最大直根直径(H 2 = 0.37和H 2 = 0.21)和最大侧枝长度(H 2 = 0.22和H 2 = 0.13)是最易遗传的性状。此外,该研究还发现了地上和地下特征可塑性之间存在权衡的证据。
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引用次数: 0
Designing superior crosses in cassava using genomic mating to boost yield and genetic diversity 利用基因组交配设计木薯优良杂交品种以提高产量和遗传多样性
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2025-11-23 DOI: 10.1002/csc2.70197
Paulo Henrique Ramos Guimarães, Massaine Bandeira e Sousa, Jean-Luc Jannink, Marcos de Souza Campos, Eder Jorge de Oliveira

Identifying superior cassava (Manihot esculenta Crantz) crosses through phenotypic evaluations is costly and inefficient due to cassava's long breeding cycles and low flowering rates. In this study, we applied genomic mate selection and optimum contribution selection using additive, dominance, and directional dominance models to enhance prediction accuracy and optimize cross design in cassava. A total of 3391 clones were evaluated across 49 multi-environment trials for fresh root and shoot yield, dry matter, starch content, and plant architecture. Directional dominance effects improved predictive ability for all traits except starch, emphasizing the role of nonadditive effects in cassava breeding. Genomic mating enhanced predicted gains for yield and quality traits, while reducing predicted values for plant architecture, aligning with selection for compact ideotypes. Although optimum contribution selection effectively controlled inbreeding, it reduced the number of selected crosses, reflecting a trade-off between diversity and gain. Parent-wise cross-validation confirmed that directional dominance models consistently produced higher predicted means for fresh root and shoot yield and dry matter content. The most promising crosses were identified based on a multi-trait selection index and usefulness criteria, integrating mean performance and within-family variance. Our results demonstrate that combining directional dominance modeling with genomic mating tools increases breeding efficiency, identifies crosses with superior predicted performance, and supports ideotype-based breeding. This strategy offers a cost-effective approach for accelerating genetic gain while maintaining diversity in cassava improvement programs.

由于木薯的育种周期长,开花率低,通过表型评价鉴定优质木薯杂交成本高,效率低。在本研究中,我们应用基因组交配选择和最优贡献选择,使用加性、显性和定向显性模型来提高预测精度和优化杂交设计。在49个多环境试验中,对3391个无性系进行了鲜根和新梢产量、干物质、淀粉含量和植株结构的评估。定向优势效应提高了除淀粉外其他性状的预测能力,强调了非加性效应在木薯育种中的作用。基因组交配提高了产量和品质性状的预测收益,同时降低了植株结构的预测值,与紧凑理想型的选择一致。虽然最优贡献选择有效地控制了近交,但它减少了选择杂交的数量,反映了多样性和增益之间的权衡。亲本交叉验证证实,定向优势模型对鲜根、鲜枝产量和干物质含量的预测均值始终较高。根据多性状选择指数和有用性标准,综合平均表现和家族内方差,确定了最有希望的杂交品种。我们的研究结果表明,将定向优势建模与基因组交配工具相结合可以提高育种效率,识别出具有优越预测性能的杂交,并支持基于理想型的育种。这一策略为加速遗传增益同时保持木薯改良项目的多样性提供了一种具有成本效益的方法。
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Crop Science
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