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Evaluation of nodule traits in USDA guar genotype accessions 评估美国农业部瓜尔豆基因型品种的结核性状
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2024-07-06 DOI: 10.1007/s10681-024-03378-3
Shubham Malani, Waltram Ravelombola, Curtis B. Adams, Amir Ibrahim, Srinivasulu Ale

Guar [Cyamopsis tetragonoloba (L.) Taub] is an annual diploid legume (2n = 2x = 14) crop and is drought and heat tolerant. This crop is primarily grown for the high concentration of galactomannan gum that is present in the seed endosperm, and it can improve ecosystem services by fixing atmospheric nitrogen. However, the genetics of guar nodulation remains poorly understood. Therefore, the objective of this study was to assess the variation of nodule and plant growth traits in a set of guar germplasm. A total of 225 United States Department of Agriculture (USDA) guar accessions were evaluated for nodule traits in three runs of a greenhouse pot study. Results showed that all traits except fresh plant biomass varied significantly among genotypes (p-values < 0.05). Broad-sense heritability was high for nodule diameter, nodule weight per plant, and plant biomass production, indicating that genetic gain in these traits can be attained through the plant breeding process. This is promising, since selection for high values in these traits would be expected to increase nitrogen fixation and yield. There were strong and significant positive correlations between nodule number and both fresh and dry nodule weights (r = 0.79 and 0.71, respectively), as well as dry plant biomass and dry nodule weight (r = 0.8), indicating that greater plant growth is associated with increased nodule weight. Many genotypes were found to perform better than checks included in this study, which may be useful in guar breeding initiatives. PI288747 is top performing accession for all traits except nodule diameter which can be a good parent for breeding program. Overall, this research will help breeders enhance guar nodulation, nitrogen fixation, and yield by utilizing the scientific knowledge obtained and superior germplasm identified through this study.Please confirm if the author names are presented accurately and in the correct sequence (given name, middle name/initial, family name). Author 1 Given name: [specify authors given name] Last name [specify authors last name]. Also, kindly confirm the details in the metadata are correct.Author names are correct

瓜尔豆[Cyamopsis tetragonoloba (L.) Taub]是一年生二倍体豆科植物(2n = 2x = 14),耐旱耐热。种植这种作物的主要原因是其种子胚乳中含有高浓度的半乳甘露聚糖,而且它还能通过固定大气中的氮来改善生态系统服务。然而,人们对瓜尔豆的结瘤遗传学仍然知之甚少。因此,本研究的目的是评估一组瓜尔种质中结核和植物生长性状的变异。在三次温室盆栽研究中,共对 225 个美国农业部(USDA)瓜尔种质进行了结核性状评估。结果表明,除新鲜植株生物量外,所有性状在不同基因型之间都有显著差异(p 值为 0.05)。结节直径、单株结节重量和植株生物量产量的广义遗传率很高,表明这些性状的遗传增益可以通过植物育种过程实现。这很有希望,因为选择这些性状的高值有望提高固氮作用和产量。结节数与新鲜和干燥结节重量(r = 0.79 和 0.71)以及植物干生物量与干燥结节重量(r = 0.8)之间都有很强且显著的正相关性,这表明植物的更大生长与结节重量的增加有关。研究发现,许多基因型的表现优于本研究中的对照,这可能有助于瓜尔豆的育种工作。PI288747 在除结核直径外的所有性状上都表现最好,可以作为育种计划的良好亲本。总之,这项研究将有助于育种者利用通过本研究获得的科学知识和鉴定出的优良种质,提高瓜尔豆的结瘤、固氮和产量。请确认作者姓名是否准确,顺序是否正确(姓名、中间名/名、姓)。作者 1 姓:[请注明作者姓名]。此外,请确认元数据中的详细信息正确无误。
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引用次数: 0
Genetic differences in susceptibility of Japanese chestnut cultivars to infestation by chestnut weevil (Cuculio sikkimensis) 日本栗栽培品种易受栗象甲虫(Cuculio sikkimensis)侵扰的遗传差异
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2024-07-05 DOI: 10.1007/s10681-024-03376-5
Takumi Arakawa, Shinji Kamio, Hideaki Isomura

Chestnut weevil (Cuculio sp.) is one of the most nefarious insect pests, adversely affecting chestnut cultivation. Despite the economic importance of chestnut, genetic differences of susceptibility to weevil infestation among cultivars has not been clarified. We estimated the environmental variance for the infestation rate of chestnut weevil (IRCW) using seven cultivars/selections with two single-tree replicates for 11 years. Analysis of variance using root-squared-transformed values of the IRCW revealed significant effects of genotype, year, the genotype × year interactions, and tree within genotype. Year variance consisted of 66% of the total variance, while genetic variance and genotype × year interaction account for a certain percentage (11.9% and 12.9%, respectively). Linear regression analysis of the IRCW and nut harvesting date (NHD) revealed their close association. Because NHD is a high heritability trait, the genetic effect of IRCW would be mostly explained by the difference in NHD among cultivars. Interestingly, ‘Riheiguri,’ a Japanese–Chinese hybrid cultivar, has a lower IRCW than others even after adjustment for the effect of NHD. A 2 years evaluation of IRCW with five single-tree replicates confirmed that the IRCW of ‘Riheiguri’ was lower than ‘Tsukuba,’ a Japanese cultivar with almost the same NHD. Our results demonstrated that the year variance was the largest variance component of the IRCW, whereas the genetic difference was closely associated with the difference in NHD, but was also related to factor(s) other than NHD. Elucidating this unknown factor may open the possibility of breeding tolerant cultivars for the chestnut weevil.

板栗象鼻虫(Cuculio sp.)是最有害的害虫之一,对板栗种植造成了不利影响。尽管板栗具有重要的经济价值,但不同栽培品种对象鼻虫侵染敏感性的遗传差异尚未明确。我们使用 7 个栽培品种/选育品种和 2 个单树重复进行了 11 年的栗象鼻虫侵染率(IRCW)环境方差估计。利用 IRCW 的平方根变换值进行的方差分析显示,基因型、年份、基因型 × 年份交互作用以及基因型内的树木均有显著影响。年份方差占总方差的 66%,而基因方差和基因型 × 年份交互作用占一定比例(分别为 11.9% 和 12.9%)。对 IRCW 和坚果采收期(NHD)的线性回归分析表明它们之间存在密切联系。由于 NHD 是一个高遗传率性状,IRCW 的遗传效应将主要由不同栽培品种 NHD 的差异来解释。有趣的是,中日杂交品种 "Riheiguri "即使在调整了 NHD 的影响后,其 IRCW 仍低于其他品种。通过对 5 个单株重复的 IRCW 进行两年评估,证实'Riheiguri'的 IRCW 低于 NHD 几乎相同的日本栽培品种'Tsukuba'。我们的结果表明,年变异是 IRCW 的最大变异成分,而遗传差异与 NHD 差异密切相关,但也与 NHD 以外的其他因素有关。阐明这一未知因素可能会为培育抗板栗象鼻虫的栽培品种提供可能。
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引用次数: 0
The near-isogenic line containing the Sletr1-2 locus exhibited longer postharvest fruit shelf-life under the genetic background of commercial tomato 在商业番茄的遗传背景下,含有 Sletr1-2 基因座的近等基因系表现出更长的采后果实货架期
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2024-07-04 DOI: 10.1007/s10681-024-03377-4
Syariful Mubarok, Anne Nuraini, Jajang Sauman Hamdani, Erni Suminar, Gungun Wiguna, Hiroshi Ezura

Tomato with prolonged fruit shelf life and improved postharvest quality would be an interesting commodity for breeders and consumers. A weak ethylene receptor mutant of experimental tomato, Sletr1-2, exhibits extended fruit shelf life without any undesirable pleiotropic effects. In this study, we elucidate the impact of Sletr1-2 mutation on the plant growth and fruit quality of the near-isogenic line containing the Sletr1-2 locus (NIL-Sletr1-2) under the genetic background of commercial tomatoes. The heterozygote line of BC3F1 and homozygote line of BC3F1, NIL-Sletr1-2 were generated by crossing the original Sletr1-2 mutant with commercial tomato cultivar ‘Intan’ and backcrossed three times. The plant growth and fruit quality were evaluated to identify the impact of Sletr1-2 mutation on NIL-Sletr1-2. The results showed that NIL-Sletr1-2 resulted in a longer fruit shelf life compared to BC2F1 and also ‘Intan’ while they have a smaller fruit size compared to BC3F1 and also resulted in orange-color fruit. These results indicate that Sletr1-2 mutation has favorable impacts on the postharvest quality of NIL-Sletr1-2 tomato fruit, resulting in improving fruit shelf-life, but still producing a smaller fruit size.

对于育种者和消费者来说,延长果实货架期和提高采后品质的番茄将是一种令人感兴趣的商品。实验番茄的弱乙烯受体突变体 Sletr1-2 可延长果实的货架期,且无任何不良的多生物效应。本研究阐明了在商品番茄的遗传背景下,Sletr1-2 基因突变对含有 Sletr1-2 基因座的近等基因系(NIL-Sletr1-2)的植株生长和果实品质的影响。将原始的 Sletr1-2 突变体与商品番茄栽培品种 "英坦 "杂交并回交三次,产生了 BC3F1 杂合子品系和 BC3F1 的同源杂合子品系 NIL-Sletr1-2。对植株生长和果实质量进行了评估,以确定 Sletr1-2 突变对 NIL-Sletr1-2 的影响。结果表明,与 BC2F1 和'Intan'相比,NIL-Sletr1-2 的果实货架期更长,而与 BC3F1 相比,它们的果实尺寸更小,而且果实呈橙色。这些结果表明,Sletr1-2突变对NIL-Sletr1-2番茄果实的采后品质有有利影响,可提高果实的货架期,但仍会产生较小的果实。
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引用次数: 0
Multi-model genome-wide association study on key organic naked barley agronomic, phenological, diseases, and grain quality traits 有机裸麦主要农艺、物候、疾病和谷物品质性状的多模型全基因组关联研究
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2024-06-26 DOI: 10.1007/s10681-024-03374-7
Laura Paire, Cathal McCabe, Tomás McCabe

The study objective was to assess the potential benefits of using genomic tools in organic plant breeding programs to enhance selection efficiency. A diversity panel of 247 spring naked barley accessions was characterized under Irish organic conditions over 3 years. Genome-wide association studies (GWAS) were performed on 19 traits related to agronomy, phenology, diseases, and grain quality, using the information on 50 K Single Nucleotide Polymorphisms (SNP). Four models (EMMA, G model, BLINK, 3VMrMLM) were applied to 5 types of Best Linear Unbiased Predictors (BLUP): within-year, mean, aggregated within-year). 1653 Marker-Trait-Associations (MTA) were identified, with 259 discovered in at least two analyses. 3VMrMLM was the best-performing model with significant MTA together explaining the largest proportion of the additive variance for most traits and BLUP types (from 1.4 to 50%). This study proposed a methodology to prioritize main effect MTA from different models’ outputs, using multi-marker regression analyses with markers fitted as fixed or random factors. 36 QTL, considered major, explained more than 5% of the trait variance on each BLUP type. A candidate gene or known QTL was found for 18 of them, with 13 discovered with 3VMrMLM. Multi-model GWAS was useful for validating additional QTL, including 8 only discovered with BLINK or G model, thus allowing a broader understanding of the traits’ genetic architecture. In addition, results highlighted a correlation between the trait value and the number of favorable major QTL exhibited by accessions. We suggest inputting this number in a multi-trait index for a more efficient Marker-Assisted Selection (MAS) of accessions best balancing multiple quantitative traits.

研究目的是评估在有机植物育种计划中使用基因组工具提高选育效率的潜在益处。在爱尔兰的有机条件下,对一个由 247 个春裸大麦品种组成的多样性小组进行了为期 3 年的特征研究。利用 50 K 个单核苷酸多态性(SNP)信息,对与农艺、物候、疾病和谷物品质相关的 19 个性状进行了全基因组关联研究(GWAS)。四种模型(EMMA、G 模型、BLINK、3VMrMLM)适用于 5 种最佳线性无偏预测因子(BLUP):年内、平均、年内聚合)。确定了 1653 个标记-特征关联(MTA),其中 259 个在至少两次分析中被发现。3VMrMLM 是表现最好的模型,其显著的 MTA 共同解释了大多数性状和 BLUP 类型的最大比例的加性变异(从 1.4 到 50%)。这项研究提出了一种方法,利用多标记回归分析,将标记作为固定或随机因素拟合,从不同模型的输出结果中优先考虑主效应 MTA。36 个 QTL 被认为是主要的,解释了每个 BLUP 类型 5%以上的性状变异。其中 18 个找到了候选基因或已知 QTL,13 个是用 3VMrMLM 发现的。多模型 GWAS 有助于验证其他 QTL,包括 8 个仅用 BLINK 或 G 模型发现的 QTL,从而更广泛地了解性状的遗传结构。此外,研究结果凸显了性状值与加入的有利主要 QTL 数量之间的相关性。我们建议将这一数字输入多性状指数,以便更有效地进行标记辅助选择(MAS)。
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引用次数: 0
Identifying indirect selection traits to improve winter hardiness in barley 确定提高大麦耐寒性的间接选择性状
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2024-06-26 DOI: 10.1007/s10681-024-03372-9
John H. Price, Walid Sadok, Kevin P. Smith

A lack of reliable winter hardiness has impeded the adoption of winter barley (Hordeum vulgare L.) in much of the northern United States. Direct selection for winter survival is time consuming and often unreliable. In addition, because survival is a binary trait, selection towards small quantitative gains can be difficult. One solution to these challenges is to identify indirect selection traits: anatomical or physiological characteristics which can be measured in the absence of winter stress, but which contribute to improved winter survival. Here, we survey a range of winter and spring barley, as well as winter wheat, winter rye, and perennial species of the genus Hordeum, all of which are more winter hardy than barley, to identify traits associated with winter survival. We identified several traits as promising candidates for selection. These included crown depth and leaf metaxylem diameter, which previous studies have identified as indirect selection traits. New candidates identified by our study include crown diameter and leaf midvein and blade thickness, as well as a suite of traits which suggest a pattern of reduced and efficient investment in above-ground structures. The effect of these traits on winter survival need to be validated and quantified by further experiments, but they represent a promising early step in a potentially valuable breeding strategy.

由于缺乏可靠的耐寒性,美国北部大部分地区都无法采用冬大麦(Hordeum vulgare L.)。直接选择冬季存活率既费时又不可靠。此外,由于存活率是一个二元性状,因此很难选择数量上的微小增益。解决这些难题的一个办法是确定间接选择性状:在没有冬季胁迫的情况下可以测量的解剖学或生理学特征,但这些特征有助于提高冬季存活率。在这里,我们调查了一系列冬大麦和春大麦,以及冬小麦、冬黑麦和多年生大麦属植物(所有这些植物都比大麦更耐寒),以确定与冬季存活率相关的性状。我们发现有几个性状很有希望成为候选性状。这些性状包括树冠深度和叶片中木质部直径,以往的研究已将它们确定为间接选择性状。我们的研究发现了新的候选性状,包括树冠直径、叶片中脉和叶片厚度,以及一系列表明地面结构投资减少且有效的性状。这些性状对冬季存活率的影响还需要进一步的实验来验证和量化,但它们代表了一种有潜在价值的育种策略迈出了充满希望的第一步。
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引用次数: 0
Accelerated breeding strategies for biochemical marker-assisted backcross breeding and mapping population development in bread wheat (Triticum aestivum L.) 加速面包小麦(Triticum aestivum L.)生化标记辅助回交育种和制图群体发展的育种战略
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2024-06-25 DOI: 10.1007/s10681-024-03370-x
Nevzat Aydin, Bedrettin Demir, Halil Akdag, Sabri Gokmen, Abdulvahit Sayaslan, Ceren Bayraç, Mesut Ersin Sönmez, Aras Türkoğlu

In order to rapidly adapt to the evolving climate and sustainably nourish the growing global population, plant breeders are actively investigating more efficient strategies to enhance crop yields. In this study, we present the development of a bread wheat mapping population and backcross breeding program, serving as a valuable genetic resource for mapping the effects of different alleles on trait performance. We employed innovative methodologies to rapidly introgress traits into the bread wheat cultivar. Specifically, we utilized two parents, including Tosunbey x Tahirova2000, in a recombinant inbred line population, in addition, a backcross strategy was applied with line 148 (obtained by crossing Tosunbey x Tahirova2000 with high gluten quality) as the recipient parent of the Nevzatbey cv., known for its awnless feature. The two most important applications of the rapid breeding method are extending the light period and breaking dormancy in early harvested seeds. Both applications were successfully implemented in our study. Our vegetation periods ranging from approximately 50–60 days. Additionally, an early genotype in our developed population was harvested in 40 days. Considering that the genotype underwent a 15-day vernalization period, the generation cycle, including vernalization, drying, and refrigeration, was completed in a total of 64 days. Notably, we employed not only biochemical markers for selection but also incorporated the rapid generation advance technology known as ‘speed breeding’, allowing us to develop BC5F1 within a span of two years. We posit that this approach proves instrumental in swiftly transferring genes for multiple target traits into adapted wheat cultivars or in pyramiding desirable traits within elite breeding material.

为了迅速适应不断变化的气候,并可持续地养活不断增长的全球人口,植物育种家们正在积极研究提高作物产量的更有效策略。在本研究中,我们介绍了面包小麦测绘群体和回交育种计划的发展情况,这是测绘不同等位基因对性状表现影响的宝贵遗传资源。我们采用创新方法将性状快速导入面包小麦栽培品种。具体来说,我们在近交系重组群体中利用了两个亲本,包括 Tosunbey x Tahirova2000,此外,我们还采用了回交策略,以 148 系(通过杂交具有高面筋品质的 Tosunbey x Tahirova2000 获得)作为 Nevzatbey cv.的受体亲本,Nevzatbey cv.以其无芒特征而著称。快速育种方法最重要的两个应用是延长光照时间和打破早期收获种子的休眠。这两项应用在我们的研究中都得到了成功实施。我们的植被期约为 50-60 天。此外,我们培育的群体中的一个早期基因型在 40 天内就收获了种子。考虑到该基因型经历了 15 天的春化期,包括春化、干燥和冷藏在内的整个生成周期共用了 64 天。值得注意的是,我们不仅使用了生化标记进行选择,还采用了被称为 "快速育种 "的快速世代进步技术,从而在两年内培育出了 BC5F1。我们认为,这种方法有助于将多个目标性状的基因迅速转移到适应性强的小麦栽培品种中,或在精英育种材料中将理想性状金字塔化。
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引用次数: 0
Genetic analysis of yield and fiber quality traits in cotton (Gossypium hirsutum L.) under full and deficit irrigation conditions using full diallel method 用全拨法对完全灌溉和缺水灌溉条件下棉花(Gossypium hirsutum L.)的产量和纤维质量性状进行遗传分析
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2024-06-23 DOI: 10.1007/s10681-024-03348-9
Hatice Kübra Gören, Öner Canavar

The aim of the study was to assess the genetic structure and quantitative heritability of cotton yield, yield components and fiber quality parameters under well-watered (100%) and deficit (50%) irrigation conditions using a complete full diallel cross method with six cotton genotypes. The F1 and F2 generations were obtained to study the effect of irrigation conditions on genotypic variation and maternal effects on the traits studied. Parental, F1 and F2 generations were growed under full and deficit irrigation conditions and selected agronomic and fiber quality traits were measured. The data were analysed using various methods, including Griffing Method I, Model I analysis of variance, full diallel table analysis of variance, Jinks-Hayman diallel hybrid analysis. The Jinks-Hayman analysis of variance showed that dominant effects were more important in the inheritance of all traits, as indicated by the negative value of the difference between the additive variance and the dominance variance (D-H1). In addition, the average degree of dominance (H1/D)1/2 was greater than 1, indicating the predominance of dominant gene action in inheritance. The study concluded that starting selection in the F5–F6 generation is appropriate for drought resistant cotton breeding studies. It also emphasised the importance of conducting drought resistant cotton breeding under drought conditions due to the differences in gene movement between well-watered irrigation and drought stress conditions. The study highlighted the importance of population selection, environmental factors, data collection and analysis interpretation in breeding studies. It suggested that the Griffing diallel analysis method is suitable for hybrid breeding studies, while the Jinks-Hayman type analysis method is suitable for studying the genetic structures of populations.

本研究的目的是利用六种棉花基因型,采用完全全数测交法,评估灌溉条件良好(100%)和灌溉不足(50%)条件下棉花产量、产量成分和纤维质量参数的遗传结构和数量遗传率。获得的 F1 和 F2 代用于研究灌溉条件对基因型变异的影响以及母本对所研究性状的影响。亲本、F1 代和 F2 代在完全灌溉和缺水灌溉条件下生长,并对选定的农艺性状和纤维质量性状进行测量。数据分析采用了多种方法,包括格里芬方法 I、模型 I 方差分析、全排列表方差分析、Jinks-Hayman 排列杂交分析。Jinks-Hayman 方差分析结果表明,显性效应在所有性状的遗传中都更为重要,这体现在加性方差与显性方差之差(D-H1)的负值上。此外,平均显性度(H1/D)1/2 大于 1,表明显性基因作用在遗传中占主导地位。研究得出结论,抗旱棉花育种研究宜从 F5-F6 代开始选择。研究还强调了在干旱条件下进行抗旱棉花育种的重要性,因为在水分充足的灌溉条件和干旱胁迫条件下,基因的移动存在差异。研究强调了育种研究中群体选择、环境因素、数据收集和分析解释的重要性。研究表明,格里芬二联分析法适用于杂交育种研究,而金克斯-海曼类型分析法则适用于研究群体的遗传结构。
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引用次数: 0
Genotype by environment interaction influence on functional molecules (tocopherols and sterols) accumulation in sunflower oil 基因型与环境相互作用对向日葵油中功能分子(生育酚和甾醇)积累的影响
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2024-06-22 DOI: 10.1007/s10681-024-03373-8
Masood Hussain, Saeed Rauf, Rodomiro Ortiz, Jameel M. Al-Khayri, Nasir A. Tauqir, Safia Elbok

Tocopherol and sterol are non-dietary functional molecules in sunflower oil, which act as antioxidants, reduce cholesterol and improve immunity against diseases. The present study was designed to determine tocopherol and sterol contents in 13 high and two low oleic acid sunflower hybrids across two seasons (spring and autumn) and four locations under subtropical conditions of Pakistan with contrasting reproductive phase temperatures. The results showed that tocopherol and sterol contents varied across the seasons and locations. Autumn planting produced high tocopherol content. Moreover, locations under high temperature during reproductive phase negatively affected the sterol and tocopherol contents. High oleic acid hybrids yielded 38% higher tocopherol content than low oleic acid hybrids. High oleic acid hybrids produced higher sterol contents at all locations and seasons. Hybrids such as H4 and H5 are considered stable due to comparatively close values of tocopherol and sterol contents across the four locations when compared with standard checks and other hybrids during spring season as indicated from various stability parameters. Hybrids H8, H4 and H5 also manifested higher magnitude of heterosis for tocopherol and sterol contents that may be due to overdominance gene action. Breeding lines such as B.116.P, B.112.P and RH.365 were positive combiners for the investigated traits, thus likely carrying positive alleles for both tocopherol and sterol traits.

生育酚和固醇是葵花籽油中的非膳食功能分子,具有抗氧化、降低胆固醇和提高免疫力的作用。本研究旨在测定巴基斯坦亚热带条件下 13 个高油酸向日葵杂交种和两个低油酸向日葵杂交种在两个季节(春季和秋季)和四个地点的生育期温度对比中的生育酚和固醇含量。结果表明,生育酚和甾醇的含量在不同季节和地点有所不同。秋季种植的生育酚含量较高。此外,生殖期温度较高的地区对甾醇和生育酚含量有负面影响。高油酸杂交种的生育酚含量比低油酸杂交种高出 38%。高油酸杂交种在所有地点和季节都能产生较高的甾醇含量。从各种稳定性参数来看,H4 和 H5 等杂交种的生育酚和甾醇含量在四个地点与标准检查和春季的其他杂交种比较接近,因此被认为是稳定的。杂交种 H8、H4 和 H5 在生育酚和甾醇含量方面也表现出较高的异质性,这可能是由于超优势基因的作用。B.116.P、B.112.P 和 RH.365 等育种品系在所研究的性状上是正组合,因此可能携带生育酚和甾醇性状的正等位基因。
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引用次数: 0
The effect of environmental variables on the genotyping-by-environment interaction in blueberry 环境变量对蓝莓基因分型与环境相互作用的影响
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2024-06-22 DOI: 10.1007/s10681-024-03364-9
Paul M. Adunola, Luis Felipe V. Ferrão, Camila F. Azevedo, Gerardo H. Nunez, Patricio R. Munoz

Blueberry (Vaccinium corymbosum) has an important role in the global market, with consumption increasing steadily in the past decades. Adapted to multiple environments, a relevant question when investigating fruit quality attributes is the performance of different genotypes over multiple environmental conditions. In this study, we hypothesize that the use of environmental covariables (ECs) can improve the understanding of genotype-by-environment interaction and guide breeders’ decisions. To test it, we used twenty-four genotypes, evaluated across five harvest seasons (2018–2022) in four mega-environments in Florida (Citra FL, Central-North FL, Central FL and South FL), and investigated the impact of twenty-one environmental covariables on the phenotypic expression of five fruit quality traits (weight, total soluble solids, total titratable acidity, firmness, and size). Our contributions in this study are three: (I) first, we identified important temporal windows affecting the phenotypic plasticity for multiple traits; (II) using the environmental covariables, we draw attention on the importance of ECs that characterize the mega-environments and use such information in a mixed model framework to explain the genotype-by-environment interaction; and finally (III) we used linear regression (in the form of Finlay-Wilkinson regression) to estimate adaptability and stability metrics to select promising genotypes. Overall, these findings offer insights into the utility of environmental variables in explaining genotype stability and plasticity, thus, providing a framework to enhance predictive responses and optimize resource allocation in blueberry breeding.

蓝莓(Vaccinium corymbosum)在全球市场中占有重要地位,其消费量在过去几十年中稳步增长。蓝莓适应多种环境,在研究水果品质属性时,一个相关的问题是不同基因型在多种环境条件下的表现。在本研究中,我们假设使用环境协变量(ECs)可以提高对基因型与环境相互作用的理解,并为育种者的决策提供指导。为了验证这一假设,我们使用了二十四个基因型,在佛罗里达州的四个特大环境(佛罗里达州的 Citra、佛罗里达州的中部-北部、佛罗里达州的中部和佛罗里达州的南部)中进行了五个收获季节(2018-2022 年)的评估,并研究了二十一个环境协变量对五个果实品质性状(重量、总可溶性固形物、总滴定酸度、紧实度和大小)表型表达的影响。我们在本研究中的贡献有三:(I)首先,我们确定了影响多个性状表型可塑性的重要时间窗口;(II)利用环境协变量,我们提请注意表征巨型环境的 EC 的重要性,并在混合模型框架中利用这些信息来解释基因型与环境之间的相互作用;最后(III)我们利用线性回归(Finlay-Wilkinson 回归形式)来估计适应性和稳定性指标,以筛选出有潜力的基因型。总之,这些研究结果深入揭示了环境变量在解释基因型稳定性和可塑性方面的作用,从而为蓝莓育种中加强预测反应和优化资源分配提供了一个框架。
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引用次数: 0
Evaluating USDA guar [Cyamopsis tetragonoloba (L.) Taub.] germplasm for seed protein content 评估美国农业部瓜尔豆[Cyamopsis tetragonoloba (L.) Taub.]种质的种子蛋白质含量
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2024-06-22 DOI: 10.1007/s10681-024-03369-4
Aurora Manley, Waltram Ravelombola, Curtis B. Adams, Calvin Trostle, John Cason, Hanh Pham, Caroline Rhul, Madeline Brown

Guar [Cyamopsis tetragonoloba (L.) Taub] is a legume primarily grown for the guar gum in its endosperm, which is used in industrial, chemical, and food applications. Guar seed also contains protein, though this aspect of the crop has been much less studied. The high protein content makes it a good livestock feed source and the tender pods a nutritious vegetable for humans. The objective of this study was to evaluate seed protein content of diverse guar germplasm accessions sourced from the United States Department of Agriculture (USDA) plat germplasm repository. A two-year field study was conducted at Chillicothe and Lubbock, Texas, in 2021 and 2022. Nitrogen combustion analysis was used to evaluate protein content on ground seed samples and data was analyzed using JMP Genomics ® 7 (SAS Institute, Inc.). Significant location X year X genotype interaction (P-value < 0.05) and main genotype effects (P-value < 0.05) were identified for seed protein content. Broad-sense heritability (H) for protein content was 80.7%, indicating that most variation was due to genetics and the trait is selectable in breeding. A total of 10 guar genotypes had 0.5% higher protein content, across all locations and years, than the check genotype ‘Santa Cruz’. These findings identify high seed protein guar lines that can be used as parents in guar breeding and contribute basic knowledge on factors affecting seed protein in the crop.

瓜尔豆[Cyamopsis tetragonoloba (L.) Taub]是一种豆科植物,主要因其胚乳中的瓜尔胶而被种植,瓜尔胶可用于工业、化学和食品领域。瓜尔豆种子还含有蛋白质,但这方面的研究较少。高蛋白含量使其成为良好的牲畜饲料来源,而嫩荚则是人类的营养蔬菜。本研究的目的是评估来自美国农业部(USDA)种质资源库的各种瓜尔种质的种子蛋白质含量。2021 年和 2022 年,在德克萨斯州的奇利科特和卢博克进行了为期两年的实地研究。氮燃烧分析用于评估磨碎种子样本的蛋白质含量,数据使用 JMP Genomics ® 7(SAS Institute, Inc.)确定了种子蛋白质含量的显著地点 X 年份 X 基因型交互作用(P 值为 0.05)和主要基因型效应(P 值为 0.05)。蛋白质含量的广义遗传率(H)为 80.7%,表明大部分变异是由遗传引起的,该性状在育种中具有可选择性。在所有地点和年份,共有 10 个瓜尔豆基因型的蛋白质含量比对照基因型 "Santa Cruz "高 0.5%。这些研究结果确定了可在瓜尔豆育种中用作亲本的高籽粒蛋白瓜尔豆品系,并为影响瓜尔豆籽粒蛋白的因素提供了基础知识。
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