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GGE biplot vs. AMMI analysis of promising sorghum lines in the warm-temperate regions of Iran 伊朗暖温带地区高粱苗种的GGE双图与AMMI分析
IF 1.3 Q3 AGRONOMY Pub Date : 2022-08-19 DOI: 10.1080/15427528.2022.2113488
A. Khazaei, F. Golzardi, M. Torabi, M. T. Feyzbakhsh, Ali Azarinasrabad, L. Nazari, Ahmad Ghasemi, M. Mottaghi
ABSTRACT Due to increasing farmers’ attention to sorghum (Sorghum bicolor (L.) Moench) cultivation in arid and semi-arid regions, it is necessary to introduce new, suitable sorghum cultivars. The present study aimed to evaluate the yield stability of grain sorghum genotypes via AMMI and GGE biplot analyses to identify high-yielding and best adapted genotypes for release in Iran’s warm-temperate regions. Seven promising grain sorghum lines (KGS15, KGS19, KGS23, KGS25, KGS27, KGS32, and KGS36), along with three commercial cultivars (Kimiya, Payam, and Sepideh), were studied in seven regions of Iran (Karaj, Isfahan, Gorgan, Birjand, Shiraz, Zabol, and Hamedan) during the 2019 and 2020 growing seasons. AMMI analysis showed that genotypes G7, G3, and G6 had the lowest AMMI stability values (ASV). GGE biplot analysis showed that genotype G6 had the highest grain yield (GY) in most environments, whereas genotype G1 was specifically adapted to the Hamedan province. According to the average-environment coordination of the GGE biplot, genotype G6 was the most desirable genotype, significantly better than the second and third best genotypes G4 and G3 (G4 was missed by AMMI). This study also indicated that the GGE biplot method was more effective than the AMMI method in analyzing genotype by environment and identifying superior genotypes. Overall, G6 can be introduced as the superior-most genotype for cultivation in Iran’s warm-temperate regions.
摘要由于干旱和半干旱地区农民越来越重视高粱种植,因此有必要引进新的、合适的高粱品种。本研究旨在通过AMMI和GGE双标分析评估粮食高粱基因型的产量稳定性,以确定伊朗暖温带地区高产和最适合释放的基因型。在2019年和2020年的生长季节,在伊朗的七个地区(卡拉吉、伊斯法罕、戈尔根、比尔詹德、设拉子、扎波尔和哈梅丹)研究了七个有前景的谷物高粱品系(KGS15、KGS19、KGS23、KGS25、KGS27、KGS32和KGS36)以及三个商业品种(Kimiya、Payam和Sepideh)。AMMI分析显示基因型G7、G3和G6具有最低的AMMI稳定性值(ASV)。GGE双位点分析表明,基因型G6在大多数环境中具有最高的粮食产量(GY),而基因型G1特别适合哈梅丹省。根据GGE双位点的平均环境协调性,基因型G6是最理想的基因型,显著优于第二和第三好的基因型G4和G3(AMMI遗漏了G4)。本研究还表明,在逐环境分析基因型和鉴定优良基因型方面,GGE双标法比AMMI法更有效。总的来说,G6可以作为在伊朗暖温带地区栽培的最优越的基因型引入。
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引用次数: 2
Antagonistic effect of Leuconostoc mesenteroides on grapevine crown gall and fire blight 间质明串珠菌对葡萄冠胆和火疫病的拮抗作用
IF 1.3 Q3 AGRONOMY Pub Date : 2022-08-03 DOI: 10.1080/15427528.2022.2108951
Miloud Sabri, K. Habbadi, E. Achbani, R. Benkirane, Kaoutar El handi, Mohamed Ou-zine, T. Benali, T. Elbeaino
ABSTRACT Grapevine crown gall, caused by Allorhizobium vitis (A. vitis) and fire blight, caused by Erwinia amylovora (E. amylovora) of rosaceous plants, have been recognized as serious bacterial diseases and responsible for major crop losses in grapevine (Vitis vinifera L.), pear (Pyrus communis L.) and apple (Malus domestica Borkh.) worldwide. To develop an effective biocontrol method against the two bacterial pathogens, lactic acid bacteria (LAB) isolated from agricultural irrigation canals were tested as biocontrol agents. Thirty-two bacterial isolates were screened for their in vitro antagonistic activity. Four isolates (MS-1, MS-2, MS-3, and MS-4), identified by partial sequencing of 16S rRNA as Leuconostoc mesenteroides subsp. Jonggajibkimchii, were found to significantly inhibit the growth of A. vitis and E. amylovora in vitro. The biocontrol efficiency of these strains was tested against E. amylovora on immature pear fruits under laboratory conditions, and against A. vitis in tomato (Solanum lycopersicum L.) and kalanchoe (Kalanchoe daigremontiana) plants, under greenhouse conditions. Results showed that all selected antagonists were able to suppress fire blight disease on immature pear fruits. On tomato plants, the MS-1 and MS-2 strains were able to reduce the A. vitis infection by 82% and 99%, respectively. Similarly, the MS-2 strain reduced gall formation on kalanchoe plants by 99%. We concluded that Leuconostoc mesenteroides subsp. Jonggajibkimchii strains could serve as a potential biocontrol agent against fire blight and grapevine crown gall diseases.
摘要葡萄冠病是由葡萄异根根瘤菌(A.vitis)引起的,火疫病是由蔷薇科植物的淀粉温氏菌(E.amylovora)引起的。葡萄冠病已被公认为严重的细菌性疾病,是造成葡萄、梨和苹果产量损失的主要原因。为了开发一种有效的生物防治方法,对从农田灌溉渠道中分离的乳酸菌(LAB)进行了生物防治试验。对32株细菌进行了体外拮抗活性筛选。四个分离株(MS-1、MS-2、MS-3和MS-4),通过16S rRNA部分测序鉴定为间质明串珠菌亚种。Jonggajibkimchii在体外可显著抑制葡萄和淀粉样葡萄的生长。在实验室条件下,测试了这些菌株对未成熟梨果实上的淀粉样芽孢杆菌的生物防治效率,以及在温室条件下对番茄(Solanum lycopersicum L.)和卡兰乔(kalanchoe daigremontiana)植物上的葡萄A.vitis的生物防治效果。结果表明,所筛选的拮抗剂均能抑制梨幼果的火疫病。在番茄植株上,MS-1和MS-2菌株能够分别减少82%和99%的葡萄球菌感染。类似地,MS-2菌株使卡兰科植物的胆囊形成减少了99%。我们得出结论,明串珠介孔菌亚种。Jonggajibkimchii菌株可以作为一种潜在的生物防治剂来防治葡萄枯萎病和葡萄冠病。
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引用次数: 0
Physicochemical analysis of Ugandan tea (Camellia sinensis) germplasm reveals potential commercial green and black tea varieties 乌干达茶(Camellia sinensis)种质的理化分析揭示了潜在的商业绿茶和红茶品种
IF 1.3 Q3 AGRONOMY Pub Date : 2022-07-22 DOI: 10.1080/15427528.2022.2095317
Racheal Grace Nalugo, T. Kaweesi, R. Kawooya, Ephraim Nuwamanya, C. Mugisa, Vivian Namutebi, V. Tumwine, Vereriano Turyahebwa, R. Tumuhimbise
ABSTRACT Tea (Camellia sinensis L.) is an important beverage consumed worldwide. In Uganda, it is the second-largest and highly prioritized export crop after coffee and provides the much-needed jobs to more than 800,000 people. Despite its importance in the country, the crop has received very limited research attention for its improvement and optimal utilization. This study was aimed at characterizing existing tea germplasm in Uganda to inform future breeding initiatives for market-preferred tea varieties. Fifty-eight advanced tea clones were randomly selected from the tea germplasm conserved at Uganda’s Tea Research Center in Rwebitaba and analyzed in the laboratory for eight physicochemical descriptors. Hierarchical cluster analysis performed on the 58 clones using Cluster-R package revealed four main clusters, indicating the existence of variation for physicochemical parameters within tested germplasm. This variation can be exploited to select among and/or improve the studied germplasm genetically for quality. High fermentation rate, which is one of the key indicators for good-quality black teas, revealed 15 fast-fermenter tea clones. Clone “UTR12/12” was identified as the most rapid fermenter, fully fermenting within 30 min, which implies a good clone for black tea. The clone also had the highest polyphenol content (26.7%), higher than the high-quality clone “UTR6/8” (control). Other tea clones whose polyphenol content was within the range of the control black tea clone were: “UTR144/10” (20.9%) and ‘UTR144/17, (20.66%). The identified promising black tea clones can be advanced to multi-location trials for further evaluation and selection for eventual variety release as commercial black-tea clones.
茶(Camellia sinensis L.)是世界范围内消费的重要饮料。在乌干达,它是仅次于咖啡的第二大、高度优先的出口作物,为80多万人提供了急需的就业机会。尽管该作物在该国很重要,但由于其改良和最佳利用,该作物受到的研究关注非常有限。这项研究旨在表征乌干达现有的茶叶种质,为未来市场首选茶叶品种的育种计划提供信息。从位于Rwebitaba的乌干达茶叶研究中心保存的茶叶种质中随机选择58个高级茶无性系,并在实验室中分析8个理化描述符。使用cluster-R软件包对58个无性系进行了层次聚类分析,发现了四个主要聚类,表明试验种质中理化参数存在变异。这种变异可以用来在所研究的种质中进行选择和/或从遗传上提高质量。高发酵率是优质红茶的关键指标之一,它揭示了15个快速发酵茶无性系。克隆“UTR12/12”被鉴定为最快速的发酵罐,在30分钟内完全发酵,这意味着一个很好的红茶克隆。该克隆的多酚含量最高(26.7%),高于优质克隆“UTR6/8”(对照)。多酚含量在对照红茶无性系范围内的其他茶无性系有:“UTR144/10”(20.9%)和“UTR144-17”(20.66%)。已确定的有前景的红茶无性系可以进行多地点试验,以进一步评估和选择最终作为商业红茶无性系发布的品种。
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引用次数: 1
Influence of insecticide spray regime and weed management methods on growth and yield of cowpea 杀虫剂喷洒制度和杂草管理方法对豇豆生长和产量的影响
IF 1.3 Q3 AGRONOMY Pub Date : 2022-07-19 DOI: 10.1080/15427528.2022.2101572
J. Adigun, V. Olowe, O. Adeyemi, O. Pitan, Ifeoluwa Rachael Adeosun, A. R. Popoola, O. Daramola, Oluwaseyi Ayodeji Ajani
ABSTRACT Cowpea (Vigna unguiculata L. Walp.) production in Nigeria is limited mainly due to weed and insect infestations. The effects of insecticide spray regime and weed control on the productivity of cowpea were evaluated in the early and late seasons of 2020. Two insecticide sprays produced increased growth and yield in the late cropping season. However, in the early cropping season, optimum growth and yield of cowpea were obtained with four insecticide sprays. Regardless of the cropping season, preemergence (PRE) application of metolachlor or propaben plus manual weeding (MW) provided 71–80% reduction in weed density and biomass and resulted in cowpea growth and yields similar to the weed-free control. In the late season, two MWs resulted in cowpea growth and yield similar to the weed-free control. However, in the early season treatment, two MWs resulted in 51% lower yield than the weed-free control. The results showed that four insecticide sprays in the early cropping season or two insecticidal sprays in the late cropping season integrated with metolachlor or propaben application plus MW improved the productivity of cowpea.
豇豆(Vigna unguiculata L. Walp.)在尼日利亚的生产受到限制,主要是由于杂草和昆虫的侵害。在2020年早、晚两季分别评价了不同杀虫剂喷洒制度和杂草防治对豇豆产量的影响。两种杀虫剂喷雾在种植季后期都提高了生长和产量。然而,在早期种植季节,四种杀虫剂喷雾对豇豆的生长和产量都是最佳的。无论种植季节如何,苗期前施用异丙甲草胺或丙苯醚加人工除草可使豇豆的杂草密度和生物量减少71-80%,其生长和产量与无杂草控制相似。在季末,两个MWs使豇豆的生长和产量与无杂草对照相似。然而,在季初处理中,2 MWs导致产量比无草对照低51%。结果表明,早茬4次或晚茬2次杀虫与异丙甲草胺或丙苯醚配合施用MW可提高豇豆的产量。
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引用次数: 0
Screening cotton cultivars under induced water-deficit stress in controlled environments and field settings: expression of drought tolerance traits 在受控环境和田间条件下筛选诱导缺水胁迫下的棉花品种:抗旱性状的表达
IF 1.3 Q3 AGRONOMY Pub Date : 2022-07-11 DOI: 10.1080/15427528.2022.2098217
Kurt Wedegaertner, A. Shekoofa, Kendall Sheldon, Joaquín Simón, T. Raper
ABSTRACT Cotton (Gossypium hirsutum L.) is often grown in climates of intermittent drought conditions. Plants that limit transpiration rates (TRs) when initially exposed to water-deficit stress will preserve water for use later during critical growth stages. Two traits resulting in conservative TRs are TR limitations under soil drying and high vapor pressure deficit (VPD, >2.5 kPa). The objective of this study was to assess the performance of four contrasting cotton cultivars and their TRs under induced water stresses. Three studies were conducted to test (i) the early stomatal closure under soil drying in a greenhouse, (ii) the TR to varying VPD levels in a growth chamber, and (iii) the stomatal conductance (gs), wilting score, specific leaf area (SLA), relative water content (RWC), and yield in an extreme field environment. Significant differences in the fraction of transpirable soil water threshold (FTSW threshold) were detected among cultivars in the greenhouse. The FTSW threshold among cultivars ranged from 0.29 to 0.39. Under varying VPD levels, only PHY 400 W3FE expressed a limited TR (TRlim) with increasing VPD at 1.6 kPa. In the field study, differences in gs, wilting score, RWC, SLA, and lint yield were observed among cultivars within the water limited treatments (i.e. rainout and rainfed). PHY 400 W3FE had the lowest wilting score compared to other cultivars. Under the rainout treatment, PHY 400 W3FE yielded 37% higher than PHY 500 W3FE. Results indicate a trend in water saving potential among cotton cultivars, given the differences in their TR sensitivity to water-deficit stress conditions.
棉花(Gossypium hirsutum L.)通常生长在间歇性干旱的气候条件下。当最初暴露于缺水胁迫时,限制蒸腾速率(TR)的植物将在关键生长阶段保存水分以供后期使用。导致TR保守的两个特征是土壤干燥条件下的TR限制和高蒸气压不足(VPD,>2.5 kPa)。本研究的目的是评估四个对比棉花品种及其TR在诱导水分胁迫下的表现。进行了三项研究,以测试(i)温室土壤干燥条件下的早期气孔关闭,(ii)生长室中不同VPD水平的TR,以及(iii)极端田间环境下的气孔导度(gs)、萎蔫评分、比叶面积(SLA)、相对含水量(RWC)和产量。温室内不同品种的土壤可蒸腾水分阈值(FTSW阈值)分数存在显著差异。品种间的FTSW阈值在0.29至0.39之间。在不同的VPD水平下,只有PHY 400 W3FE在1.6kPa下随着VPD的增加而表达有限的TR(TRlim)。在田间研究中,在水分限制处理(即少雨和雨养)内,观察到不同品种在gs、萎蔫评分、RWC、SLA和皮棉产量方面的差异。与其他品种相比,PHY400W3FE具有最低的枯萎评分。在防雨处理下,PHY 400 W3FE的产量比PHY 500 W3FE高37%。结果表明,考虑到棉花品种对缺水胁迫条件的TR敏感性差异,它们的节水潜力呈趋势。
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引用次数: 3
Characterization of genetic diversity of citron watermelon landrace accessions of South Africa through simple sequence repeat markers 利用简单序列重复标记分析南非香橼西瓜地方品种遗传多样性
IF 1.3 Q3 AGRONOMY Pub Date : 2022-07-06 DOI: 10.1080/15427528.2022.2096164
Richard Mantlo Ngwepe, H. Shimelis, J. Mashilo, A. Shayanowako
ABSTRACT Profiling the genetic diversity of germplasm collections is fundamental for selection programs and strategic conservation. Citron watermelon (Citrullus lanatus var. citroides [L.H. Bailey] Mansf. ex Greb.) is an under-researched cucurbit crop despite providing food and nutritional security in sub-Saharan Africa. There is limited information on genetic relationships of South African citron watermelon accessions for effective breeding. The objective of this study was to determine the extent of genetic diversity among 48 South African citron watermelon landrace accessions using selected simple sequence repeat (SSR) markers to identify genetically divergent accessions for trait integration and variety development. The SSR markers amplified a total of 24 alleles, with a mean expected heterozygosity value of 0.38, indicating moderate genetic diversity among the studied accessions. The mean polymorphic information content value of 0.21 indicated low discriminatory power of the SSR markers. Analysis of molecular variance attributed 8%, 75%, and 17% of the molecular variation between populations, among accessions and within accessions, respectively. Three distinctive genetic groups were identified based on cluster analysis, which aided the selection of genetically diverse citron watermelon accessions for breeding and cultivar development.
种质资源遗传多样性分析是种质资源选择和战略性保护的基础。香橼西瓜(Citrullus lanatus var. citroides贝利Mansf。尽管在撒哈拉以南非洲提供了粮食和营养安全,但瓜类作物是一种研究不足的作物。关于南非香橼西瓜种质资源遗传关系的信息有限,无法进行有效育种。本研究的目的是利用SSR标记确定48份南非香橼西瓜地方品种的遗传多样性程度,以鉴定性状整合和品种发育的遗传差异材料。SSR标记共扩增出24个等位基因,平均期望杂合度为0.38,表明所研究材料的遗传多样性中等。平均多态性信息含量值为0.21,表明SSR标记的鉴别力较低。分子变异分析分别占居群间、种间和种内分子变异的8%、75%和17%。通过聚类分析,鉴定出3个不同的遗传类群,为遗传多样性的柑桔西瓜选育和品种开发提供了依据。
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引用次数: 0
Assessment of some sesame mutants under normal and water-stress conditions 一些芝麻突变体在正常和水分胁迫条件下的评价
IF 1.3 Q3 AGRONOMY Pub Date : 2022-07-06 DOI: 10.1080/15427528.2022.2095685
Mohamed Kouighat, H. Hanine, Mohamed El Fechtali, A. Nabloussi
ABSTRACT Sesame (Sesamum indicum L.) is a tropical oilseed crop that is also cultivated in arid and semi-arid environments, where drought occurs frequently. The objective of this study was to assess the performance of some sesame mutants, developed by our team through EMS-mutagenesis in 2020, under well-watered conditions and restricted irrigation by analyzing certain morphological, physiological, and agronomic attributes. The experiment was conducted in pots under field conditions according to a completely randomized design with three replications. The stress was simulated by suspending and reducing irrigation to 50% of the control, from the beginning of flowering until the appearance of the first capsule. The results showed variation attributable to genotypes, water regimes and their interaction was significant for all parameters studied, except the number of seeds per capsule. The mutants “ML2-5”, “ML2-72” and “ML2-37” were found to be the most tolerant to drought, exhibiting lowest stress sensitivity index and highest seed yield were associated with higher proline content in the leaves, more developed root system, higher chlorophyll content, and higher stomatal conductance than the rest of the mutants studied. This is the first report of sesame mutant lines with such high tolerance to drought during flowering. They could be used for developing high-performing cultivars with tolerance to drought during the flowering stage. The number of capsules per plant and stomatal conductance can be considered selection criteria to improve water-stress tolerance in sesame.
芝麻(Sesamum indicum L.)是一种热带油料作物,在干旱频发的干旱和半干旱环境中也有栽培。本研究的目的是通过分析某些形态、生理和农艺性状,评估我们团队在2020年通过ems诱变技术获得的一些芝麻突变体在水分充足和限制灌溉条件下的表现。试验采用全随机设计,3个重复,在田间条件下盆栽进行。从开花开始到第一个蒴果出现,通过悬挂和减少50%的灌溉来模拟胁迫。结果表明,除每蒴果种子数外,基因型、水分状况及其相互作用对所有研究参数的影响均显著。突变体“ML2-5”、“ML2-72”和“ML2-37”对干旱的耐受性最强,胁迫敏感性指数最低,种子产量最高,叶片脯氨酸含量高,根系发达,叶绿素含量高,气孔导度高。这是首次报道具有如此高的开花期抗旱性的芝麻突变系。它们可用于培育花期抗旱高产品种。单株蒴果数和气孔导度可以作为提高芝麻抗旱性的选择标准。
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引用次数: 2
Corn, cotton, and peanut response to row spacing, seeding rate, and irrigation system 玉米、棉花和花生对行距、播种量和灌溉系统的响应
IF 1.3 Q3 AGRONOMY Pub Date : 2022-07-04 DOI: 10.1080/15427528.2022.2093809
R. Sorensen, M. Lamb, C. Butts
ABSTRACT Planting crop rows closer to a drip line water source should result in increased seed development, greater crop yield, and possible water savings and may reduce seeding rate without affecting yield, resulting in lower seed costs. This research documents the yield response of corn, cotton, and peanut planted in two crop row spacings (0.76 and 0.91 m), at two seeding rates (1× and 0.5×), at four locations, and two irrigation systems (sprinkler and drip). Crops were managed using best management practices for maximum yield. Irrigation events were scheduled to minimize soil water stress. There was no yield response across all crops, locations, or irrigation systems for 0.76 versus 0.91-m crop row spacing. The 0.5× seeding rate in drip irrigation and across all sites reduced corn yield and revenue by an average 1572 kg/ha and $-94/ha, respectively. The 0.5× seeding rate in drip irrigation did not decrease yield in cotton or peanut and revenue above seed cost averaged $16 and $95/ha, respectively. It should be noted that in cotton and peanut, the 0.5× seeding rate may impose a greater risk for yield loss due to low germination due to drought (cotton) and increased disease (peanut). In conclusion, moving the seed row closer to a drip lateral had no effect on yield and using 0.5× seeding rates for these crops may not always be economical.
在靠近滴灌水源的地方种植作物行可以促进种子发育,提高作物产量,并可能节约用水,在不影响产量的情况下降低播种率,从而降低种子成本。本研究记录了玉米、棉花和花生在2种作物行距(0.76和0.91 m)、2种播种率(1倍和0.5倍)、4个地点、2种灌溉系统(洒水和滴灌)下的产量响应。作物采用最佳管理方法进行管理,以获得最大产量。灌溉活动的安排是为了尽量减少土壤水分压力。当作物行距为0.76 m与0.91 m时,所有作物、地点或灌溉系统均无产量响应。在滴灌和所有地点,0.5倍的播种率平均使玉米产量和收入分别减少1572公斤/公顷和-94美元/公顷。0.5倍播种量的滴灌对棉花和花生的产量没有影响,高于种子成本的收益平均分别为16美元和95美元/公顷。需要注意的是,在棉花和花生中,0.5倍的播种率可能会造成更大的产量损失风险,因为干旱(棉花)导致发芽率低,而病害(花生)增加。综上所述,将种子行移近滴灌横向对产量没有影响,对这些作物使用0.5倍的播种率可能并不总是经济的。
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引用次数: 0
Resistance to Callosobruchus maculatus among cowpea (Vigna unguiculata (L.) Walp) genotypes 豇豆(Vigna unguiculata(L.)Walp)基因型对斑点圆蚧的抗性
IF 1.3 Q3 AGRONOMY Pub Date : 2022-07-04 DOI: 10.1080/15427528.2022.2092573
T. K. Tengey, S. Alidu, Amina Moro, J. Nboyine, Emmanuel Israel Affram
ABSTRACT Callosobruchus maculatus is an important field-to-store pest that causes close to 100% losses in stored produce. This study aimed at assessing the resistance of cowpea genotypes to C. maculatus infestation. Thirteen cowpea advanced breeding lines pre-selected on the basis of their high grain yield, and three released varieties (Padi-tuya, Kirkhouse Benga and Wangkae) were evaluated in a no-choice experiment. The experiment was laid out in a completely randomized design with four replications under laboratory conditions. Data were collected on mean number of eggs per seed (MEPS), days to first emergence (DFE), adult bruchid emergence (ABE), percentage weight loss (PWL), percentage seed damage (PSD) and median development period (MDP). Dobie’s susceptibility index (DSI) was computed and used to classify the genotypes as resistant or susceptible. Significant differences were found among the genotypes for the measured traits, except for DFE and MDP. IT13K-1070-2 had the lowest MEPS, ABE, PWL and PSD. C. maculatus, with high ABE, developed best on Kirkhouse Benga and Wangkae. Wangkae had 100% seed damage at the end of the experiment. Based on the DSI score, IT13K-1070-2 was found to be moderately resistant; the rest of the genotypes were susceptible. Among the susceptible genotypes, IT10K-817-3, IT07K-303-1, SARI-2-50-80, SARI-3-11-100, IT10K-837-1, IT13K-1424-12 and SARVX-09-004 had PWL of less than 16%, indicating tolerance to bruchid infestation. DSI was significantly and positively correlated with ABE (r = 0.81), PSD (r = 0.93) and PWL (r = 0.79). DSI had a significant negative correlation with the final seed weight (r = −0.83). IT13K-1070-2 could serve as a useful source of resistance to the cowpea bruchid in cowpea breeding programs or released as a variety for cultivation.
摘要斑胼胝体(Callosobruchus maculatus)是一种重要的田间害虫,对储藏农产品造成接近100%的损失。本研究旨在评估豇豆基因型对黄斑弧菌侵染的抗性。采用无选择试验对13个高产豇豆高级选育品系和3个发布品种(帕迪图雅、柯克豪本加和旺卡)进行了评价。实验采用完全随机设计,在实验室条件下重复4次。收集了平均每粒卵数(MEPS)、初羽化天数(DFE)、成虫羽化率(ABE)、失重率(PWL)、种子损害率(PSD)和平均发育期(MDP)的数据。计算多比易感指数(Dobie’s susceptibility index, DSI)并将基因型划分为耐药型和易感型。除DFE和MDP外,各基因型间性状差异显著。IT13K-1070-2的MEPS、ABE、PWL和PSD最低。黄斑弧菌在柯柯斯、本加和旺卡发育最好,ABE较高。实验结束时,王科的种子损坏率为100%。根据DSI评分,发现IT13K-1070-2具有中等抗性;其余基因型易感。易感基因型中,IT10K-817-3、IT07K-303-1、SARI-2-50-80、SARI-3-11-100、IT10K-837-1、IT13K-1424-12和SARVX-09-004的PWL均小于16%,表明对毛毛鼠侵染具有耐受性。DSI与ABE (r = 0.81)、PSD (r = 0.93)、PWL (r = 0.79)呈显著正相关。DSI与最终种子重呈显著负相关(r = - 0.83)。IT13K-1070-2在豇豆育种中可作为抗豇豆糙肠病的有效来源,也可作为栽培品种释放。
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引用次数: 0
Genome-wide association study and genomic selection for sting nematode resistance in peanut using the USDA public data 利用美国农业部的公开数据进行花生抗蜇线虫的全基因组关联研究和基因组选择
IF 1.3 Q3 AGRONOMY Pub Date : 2022-06-22 DOI: 10.1080/15427528.2022.2087127
Waltram Ravelombola, J. Cason, S. Tallury, A. Manley, H. Pham
ABSTRACT Cultivated peanut (Arachis hypogaea L.) is valued at $1.28 billion annually in the USA. The sting nematode, Belonolaimus longicaudatus, is an ectoparasitic pathogen that can devastate peanut production. Breeding for resistance to this pathogen is one of the most affordable ways to limit its damaging effects on peanut. The use of molecular tools can further accelerate the development of sting nematode-resistant cultivars. The objectives of this study were to identify single-nucleotide polymorphism (SNP) markers associated with sting nematode resistance in peanuts using publicly available datasets and to assess the accuracy of genomic selection in predicting the resistance to sting nematode. SNP discovery was conducted using a genome-wide association study (GWAS) in a peanut panel consisting of 775 USDA accessions, which were phenotyped for sting nematode resistance. GWAS was conducted using 13,306 filtered SNPs, run in TASSEL with three different statistical models. Results showed that (1) a total of 9, 13, 18, 2, and 4 SNPs, respectively, were found to be associated with sting nematode resistance using the single-marker regression, generalized linear model (PCA), generalized linear model (Q), and mixed linear model (PCA), and mixed linear model (Q), respectively; (2) two SNPs overlapped among the models; and (3) genomic selection was higher when the SNPs from GWAS were used to fit the model. To the best of our knowledge, this is the first report on SNP markers associated with and genomic selection for sting nematode resistance in peanuts. These results can be used to develop a molecular breeding strategy to select for sting nematode resistance in peanuts.
在美国,栽培花生(Arachis hypogaea L.)的价值每年为12.8亿美元。刺线虫,长尾线虫,是一种能破坏花生生产的外寄生病原体。对这种病原体进行抗性育种是限制其对花生破坏性影响的最经济实惠的方法之一。利用分子工具可以进一步加速刺线虫抗性品种的开发。本研究的目的是利用公开的数据集鉴定花生中与刺线虫抗性相关的单核苷酸多态性(SNP)标记,并评估基因组选择在预测刺线虫抗性方面的准确性。SNP的发现是通过全基因组关联研究(GWAS)在775个美国农业部花生样本中进行的,这些花生被表型为对刺线虫的抗性。GWAS使用13,306个过滤的snp,在TASSEL中使用三种不同的统计模型运行。结果表明:(1)单标记回归、广义线性模型(PCA)、广义线性模型(Q)、混合线性模型(PCA)和混合线性模型(Q)分别发现9个、13个、18个、2个和4个snp与刺线虫抗性相关;(2)模型间有两个snp重叠;(3)使用GWAS的snp拟合模型时,基因组选择更高。据我们所知,这是第一份与花生抗刺线虫抗性相关的SNP标记和基因组选择的报告。这些结果可用于制定花生抗刺线虫分子育种策略。
{"title":"Genome-wide association study and genomic selection for sting nematode resistance in peanut using the USDA public data","authors":"Waltram Ravelombola, J. Cason, S. Tallury, A. Manley, H. Pham","doi":"10.1080/15427528.2022.2087127","DOIUrl":"https://doi.org/10.1080/15427528.2022.2087127","url":null,"abstract":"ABSTRACT Cultivated peanut (Arachis hypogaea L.) is valued at $1.28 billion annually in the USA. The sting nematode, Belonolaimus longicaudatus, is an ectoparasitic pathogen that can devastate peanut production. Breeding for resistance to this pathogen is one of the most affordable ways to limit its damaging effects on peanut. The use of molecular tools can further accelerate the development of sting nematode-resistant cultivars. The objectives of this study were to identify single-nucleotide polymorphism (SNP) markers associated with sting nematode resistance in peanuts using publicly available datasets and to assess the accuracy of genomic selection in predicting the resistance to sting nematode. SNP discovery was conducted using a genome-wide association study (GWAS) in a peanut panel consisting of 775 USDA accessions, which were phenotyped for sting nematode resistance. GWAS was conducted using 13,306 filtered SNPs, run in TASSEL with three different statistical models. Results showed that (1) a total of 9, 13, 18, 2, and 4 SNPs, respectively, were found to be associated with sting nematode resistance using the single-marker regression, generalized linear model (PCA), generalized linear model (Q), and mixed linear model (PCA), and mixed linear model (Q), respectively; (2) two SNPs overlapped among the models; and (3) genomic selection was higher when the SNPs from GWAS were used to fit the model. To the best of our knowledge, this is the first report on SNP markers associated with and genomic selection for sting nematode resistance in peanuts. These results can be used to develop a molecular breeding strategy to select for sting nematode resistance in peanuts.","PeriodicalId":15468,"journal":{"name":"Journal of Crop Improvement","volume":"37 1","pages":"273 - 290"},"PeriodicalIF":1.3,"publicationDate":"2022-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45549111","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Journal of Crop Improvement
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