Water-stress

水分胁迫
  • 文章类型: Journal Article
    胃肠道线虫(GIN)加剧了干旱对牛生存的影响。传统系统的不足使得探索土著知识(IK)以创建耐旱和GIN弹性的牛群变得越来越重要。该研究的目的是评估干旱期间控制GIN的本地策略。与IK专家进行了面对面的访谈,以深入了解其重要性,GIN控制的方法和排名。专家们确定了86头牛,用来检验他们的断言。使用的控制方法是使用诱发因素识别易受高GIN负荷影响的牛,使用粪便外观诊断GIN负荷,和使用植物疗法的治疗。专家将诱发因素列为最关键的控制策略,并确定了身体状况,类,性别,外套颜色,妊娠状态和泌乳状态是高GIN负担的诱发因素。薄,年长的,深色的牛,以及怀孕和泌乳的奶牛,被认为容易患GIN。然而,怀孕状态,外衣颜色和性别与高GIN负担显著相关。奶牛有高GIN负担的可能性是公牛的2.6倍。深色牛比浅色牛更可能有3.5倍高的GIN负担,怀孕母牛的可能性是未怀孕母牛的4.9倍。深色怀孕母牛极易受到高GIN负担的影响。总之,在购买基金会股票时,易感因素的知识为选择决策提供了信息。易受高GIN负荷影响的牛在干旱期间优先考虑,或者在资源稀缺的地方被淘汰。
    Gastrointestinal nematodes (GIN) exacerbate the impact of droughts on the survival of cattle. The inadequacies of the conventional system make it increasingly important to explore indigenous knowledge (IK) to create drought-tolerant and GIN resilient herds. The objective of the study was to assess the indigenous strategies for controlling GIN during droughts. Face-to-face interviews with experts on IK were conducted to give insight into the importance, methods and ranking of GIN control. The experts identified 86 cattle that were used to test their assertions. The control methods used were identifying cattle that were susceptible to high GIN loads using predisposing factors, diagnosis of GIN burdens using faecal appearance, and treatment using phytotherapy. Experts ranked predisposing factors as the most critical control strategy and identified body condition, class, sex, coat colour, pregnancy status and lactation status as predisposing factors to high GIN burdens. Thin, older, dark-coloured cattle, as well as pregnant and lactating cows, were considered susceptible to GIN. However, pregnancy status, coat colour and sex were significantly associated with high GIN burdens. Cows were 2.6 times more likely to have high GIN burdens than bulls. Dark-coloured cattle were 3.5 times more likely to have high GIN burdens than light-coloured ones, and the likelihood of pregnant cows was 4.9 times higher than non-pregnant cows. A dark-coloured pregnant cow was extremely susceptible to high GIN burdens. In conclusion, knowledge of predisposing factors informs selection decisions when purchasing foundation stock. Cattle that are susceptible to high GIN loads are prioritised during droughts or culled where resources are scarce.
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  • 文章类型: Journal Article
    在当前和预计的气候变化情景下,水胁迫是农业生产的主要限制因素。作为一项可持续战略,促进植物生长的细菌聚生体已用于减轻植物水分胁迫。然而,很少有研究研究了应激对细菌多性状效率和相互作用的影响。在这项研究中,我们用了几个体外实验,植物试验和温室试验,以研究胁迫和细菌聚生体对1-氨基环丙烷-1-羧酸脱氨酶(ACCD)活性的影响,吲哚-3-乙酸(IAA)的生产和植物生长促进性状(磷酸盐溶解,淀粉水解,铁载体和铵生产)。我们进一步评估了响应ACC的生物膜形成和趋化行为。在这项研究中,从超季节AripoSavannas的优势植物物种中筛选了15种具有多种促进生长特性的ACCD根际细菌。根据其ACCD活性进一步分析了其中5个分离株,并在单和双联盟中进行了测试,以评估其在模拟干旱胁迫(-0.35MPa)和化学诱导的ACC条件(0.03mM)下促进生长的能力。我们的发现表明,产生高浓度IAA的细菌会影响分离株在胁迫下促进生长的能力,与ACCD活性高于20nmolα-酮丁酸酯mg-1h-1的最小阈值无关。生物膜生产与共培养相互作用在不同的治疗中差异很大,然而,总体趋势显示在应激诱导条件下生物膜增加。表现最好的合作文化,UWIGT-83和UWIGT-120(伯克霍尔德菌)在干旱胁迫下,在发芽试验和辣椒(莫鲁加红辣椒)的温室试验中显示出增强的生长,与非接种处理相比。研究结果强调了在胁迫条件下测试具有多种生长促进性状的细菌物种的相互作用的重要性;并提出了使用ACC生长培养基作为一种新型的生物膜筛选方法来选择潜在的胁迫植物生长促进细菌。更好的筛选适当的植物生长促进细菌的策略可能会缩小实验室和田间试验之间观察到的不一致性。
    Water stress is a major limiting factor for agricultural production under current and projected climate change scenarios. As a sustainable strategy, plant growth-promoting bacterial consortia have been used to reduce plant water stress. However, few studies have examined the effects of stress on multi-trait efficiency and interactivity of bacterial species. In this study, we used several in-vitro experiments, plant assays and greenhouse trials to investigate the effects of stress and bacterial consortia on 1-aminocyclopropane-1-carboxylic acid deaminase (ACCD) activities, indole-3-acetic acid (IAA) production and plant growth-promoting traits (Phosphate-solubilization, starch hydrolysis, siderophores and ammonium production). We further assessed biofilm formation and the chemotactic behaviour in response to ACC. A total of fifteen ACCD rhizobacteria with multiple growth-promoting traits from the dominant plant species from the hyperseasonal Aripo Savannas were screened in this study. Five of the isolates were further analyzed based on their ACCD activities and were tested in single and dual consortium to assess their abilities in promoting growth under simulated drought stress (-0.35 MPa) and chemically induced ACC conditions (0.03 mM). Our findings showed that bacteria which produce high concentrations of IAA affected the isolates\' ability to promote growth under stress, irrespective of microbial combination with ACCD activity above the minimal threshold of 20 nmol α-ketobutyrate mg-1 h-1. Biofilm production with co-culture interaction varied greatly across treatments, however, the general trend showed an increase in biofilm under stress induce conditions. The best performing co-culture, UWIGT-83 and UWIGT-120 (Burkholderia sp.) showed enhanced growth in germination assays and in greenhouse trials with Capsicum chinense (Moruga red hot peppers) under drought stress, when compared to non-inoculated treatments. The findings highlight the importance of testing interactivity of bacterial species with multiple growth promoting traits under stress conditions; and proposed the use of ACC growth media as a novel biofilm screening method for selecting potential stress plant growth-promoting bacteria. Better screening strategies for appropriate plant growth-promoting bacteria may narrow the inconsistency observed between laboratory and field trials.
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  • 文章类型: Journal Article
    普通豆(PhaseolusvulgarisL.)是非洲第二重要的膳食蛋白质来源和第三重要的卡路里来源,尤其是穷人。在东非,干旱是制约豆类生产的重要因素。因此,东非的育种计划一直在尝试开发普通豆类的抗旱品种。要做到这一点,育种者需要有关季节性干旱胁迫模式的信息,包括它们的发作,强度,和育种计划目标区域的持续时间,这样他们就可以在现场试验中模仿这种模式。使用农业技术转让决策支持(DSSAT)v4.7模型以及历史和未来(耦合模型相互比较项目6,CMIP6)气候数据,这项研究对埃塞俄比亚进行了分类,坦桑尼亚,根据历史和未来的季节性干旱胁迫模式,将乌干达分为不同的目标环境种群(TPE)。我们发现,在历史条件下,无压力条件通常在三个国家占主导地位(频率为50-80%)。预计埃塞俄比亚的这些情况将增加2-10%,但到2050年,坦桑尼亚(减少2-8%)和乌干达(减少17-20%)的频率则相反,这取决于共享社会经济途径(SSP)。因此,到2050年,各种强度的最终干旱胁迫(中度,严重,极端)在乌干达34%的地区普遍存在,大约四分之一的埃塞俄比亚,以及坦桑尼亚40%的豆类种植环境。在每个国家/地区确定的TPE是在国家计划中优先考虑育种活动的基础。然而,优化国际育种计划中的资源使用,以开发能够适应未来预测压力模式的基因型,我们认为,常见的豆育种计划应主要集中在识别具有严重极端干旱耐受性的基因型,与适应中度和极端极端干旱有关的共同利益。到2050年,几乎没有必要强调热应力。
    Common bean (Phaseolus vulgaris L.) is the second most important source of dietary protein and the third most important source of calories in Africa, especially for the poor. In East Africa, drought is an important constraint to bean production. Therefore, breeding programs in East Africa have been trying to develop drought resistant varieties of common bean. To do this, breeders need information about seasonal drought stress patterns including their onset, intensity, and duration in the target area of the breeding program, so that they can mimic this pattern during field trials. Using the Decision Support for Agrotechnology Transfer (DSSAT) v4.7 model together with historical and future (Coupled Model Inter-comparison Project 6, CMIP6) climate data, this study categorized Ethiopia, Tanzania, and Uganda into different target population of environments (TPEs) based on historical and future seasonal drought stress patterns. We find that stress-free conditions generally dominate across the three countries under historical conditions (50-80% frequency). These conditions are projected to increase in frequency in Ethiopia by 2-10% but the converse is true for Tanzania (2-8% reduction) and Uganda (17-20% reduction) by 2050 depending on the Shared Socioeconomic Pathway (SSP). Accordingly, by 2050, terminal drought stresses of various intensities (moderate, severe, extreme) are prevalent in 34% of Uganda, around a quarter of Ethiopia, and 40% of the bean growing environments in Tanzania. The TPEs identified in each country serve as a basis for prioritizing breeding activities in national programs. However, to optimize resource use in international breeding programs to develop genotypes that are resilient to future projected stress patterns, we argue that common bean breeding programs should focus primarily on identifying genotypes with tolerance to severe terminal drought, with co-benefits in relation to adaptation to moderate and extreme terminal drought. Little to no emphasis on heat stress is warranted by 2050s.
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  • 文章类型: Journal Article
    干旱加剧加上新出现的病原体对森林健康构成了更大的威胁。这是由于森林病理系统的不可预测的行为,在持续的干旱胁迫条件下,可以使真菌病原体胜过宿主。Diplodiasapinea(=Sphaeropsissapinea)是苏格兰松树(Pinussylvestris)中最严重的病原体之一,在某些环境条件下引起Diplodia尖端疫病(针叶病)。最近,这种真菌也是从非针叶树宿主中分离出来的,表明它具有比以前已知的更广泛的宿主范围。在这项研究中,我们比较了不同水平的水利用率对由内生菌分离的D.sapinia菌株(从无症状的苏格兰松树中分离出的8个菌株)和病原体(从有症状的苏格兰松树中分离出的5个菌株)和从有症状的非松树宿主中分离出的5个菌株引起的坏死长度的影响。对于所有菌株,水的利用率降低会增加苏格兰松树芽的坏死长度。来自非松树宿主的分离物在所有水可用性下引起最严重的反应。研究结果表明,干旱等气候变化的影响可能会在以松树为主的苏格兰森林中造成D.sapinia的破坏,并增加受影响树木的死亡率。Further,关于未来的情况,由进行宿主转换的菌株引起的苏格兰松树中较高的坏死率令人担忧,从而增加了未知来源的苏格兰松树的感染压力。
    Increased drought combined with emerging pathogens poses an increased threat to forest health. This is attributable to the unpredictable behaviour of forest pathosystems, which can favour fungal pathogens over the host under persistent drought stress conditions. Diplodia sapinea (≡ Sphaeropsis sapinea) is one of the most severe pathogens in Scots pine (Pinus sylvestris) causing Diplodia tip blight (conifer blight) under certain environmental conditions. Recently, the fungus has also been isolated from non-conifer hosts, indicating that it has a broader host range than previously known. In this study we compared the impact of different levels of water availability on necrosis length caused by D. sapinea strains isolated as endophytes (eight strains isolated from asymptomatic Scots pine) and pathogens (five strains isolated from symptomatic Scots pine) and five strains isolated from symptomatic non-pine hosts. For all strains the decreased water availability increased the necrosis length in Scots pine shoots. The isolates from non-pine hosts caused the most severe reactions under all water availabilities. The results of the study indicate the likelihood that effects of climatic changes such as drought will drive D. sapinea damage in Scots pine-dominated forests and increase mortality rates in affected trees. Further, the higher necrosis in the Scots pines caused by strains that had performed a host switch are concerning with regard to future scenarios thus increasing infection pressure on Scots pine from unknown sources.
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  • 文章类型: Journal Article
    结论:澳大利亚本地高粱物种的叶片中含有可忽略不计的dhurrin,与驯化的高粱物种相比,在水分胁迫下,产卵过程的调节方式不同。饲草高粱中的氰化发生是农业中的主要问题,因为驯化高粱的叶子对牲畜有潜在的毒性,尤其是在干旱时期,干旱会导致生氰葡糖苷dhurrin的产量增加。澳大利亚特有的野生高粱物种在地上组织中的dhurrin含量可忽略不计,因此代表了低毒性等关键农业性状的潜在资源。在这项研究中,我们使用RNA-Seq分析分析基因表达,研究了在温室控制的水分胁迫条件下生长的驯化物种双色高粱和澳大利亚本土野生高粱的叶片组织中与发蓝相关的基因的差异表达。这项研究确定了基因,包括产卵途径中的那些,在驯化和野生高粱中对水分胁迫的反应不同。在驯化的高粱中,与野生高粱相比,dhurrin含量明显更高,并且随着胁迫而增加,随着年龄的增长而减少,而在野生高粱中,dhurrin含量仍然可以忽略不计。dhurrin生物合成的关键基因,CYP79A1、CYP71E1和UGT85B1在双色链球菌中高表达。编码dhurrinase和α-羟基腈水解酶催化dhurrin生物活化的DHR和HNL也在双色链球菌中高度表达。分析驯化和野生高粱物种之间的产卵相关基因表达差异,可能会使将来利用这些遗传资源产生更多的产卵变种。
    CONCLUSIONS: Australian native species of sorghum contain negligible amounts of dhurrin in their leaves and the cyanogenesis process is regulated differently under water-stress in comparison to domesticated sorghum species. Cyanogenesis in forage sorghum is a major concern in agriculture as the leaves of domesticated sorghum are potentially toxic to livestock, especially at times of drought which induces increased production of the cyanogenic glucoside dhurrin. The wild sorghum species endemic to Australia have a negligible content of dhurrin in the above ground tissues and thus represent a potential resource for key agricultural traits like low toxicity. In this study we investigated the differential expression of cyanogenesis related genes in the leaf tissue of the domesticated species Sorghum bicolor and the Australian native wild species Sorghum macrospermum grown in glasshouse-controlled water-stress conditions using RNA-Seq analysis to analyse gene expression. The study identified genes, including those in the cyanogenesis pathway, that were differentially regulated in response to water-stress in domesticated and wild sorghum. In the domesticated sorghum, dhurrin content was significantly higher compared to that in the wild sorghum and increased with stress and decreased with age whereas in wild sorghum the dhurrin content remained negligible. The key genes in dhurrin biosynthesis, CYP79A1, CYP71E1 and UGT85B1, were shown to be highly expressed in S. bicolor. DHR and HNL encoding the dhurrinase and α-hydroxynitrilase catalysing bio-activation of dhurrin were also highly expressed in S. bicolor. Analysis of the differences in expression of cyanogenesis related genes between domesticated and wild sorghum species may allow the use of these genetic resources to produce more acyanogenic varieties in the future.
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  • 文章类型: Journal Article
    近东气候从干旱到地中海,当地的小麦品种已经种植了几千年,假设积累了独特的遗传适应库。在目前的研究中,我们对以色列巴勒斯坦地方品种(IPLR)集合的一个子集(n=19:硬粒和面包小麦地方品种,现代小麦品种,和地方品种混合物)进行全场评估。多田实验包括低(L)和高(H)补充灌溉下的半干旱站点(2018-2019年,2019-2020年),和地中海遗址(2019-2020年)。水的可用性对作物性能有重大影响。这反映在对生物质生产率和产量组分的环境之间的强烈区分上。与地方品种相比,现代品种在整个环境中表现出明显更高的谷物产量(GY)(102%),反映了绿色革命的影响。然而,在Gilat19(L)环境下,这一生产力差距显著缩小(仅+39%)。五种出色的地方品种和硬粒混合物在所有步道中都表现出良好的农艺潜力。这表示为相对较高的GY(2.3-2.85tha-1),早期物候(86-96天抽穗)和抗倒伏性。鉴于利益相关者和消费者日益增长的兴趣,这些可能被认为是当地手工小麦谷物市场的未来候选人。然而,只有在建立可调整的现场管理协议之后,才应采取此步骤。
    The Near East climate ranges from arid to a Mediterranean, under which local wheat landraces have been grown for over millennia, assumingly accumulating a unique repertoire of genetic adaptations. In the current study, we subjected a subset of the Israeli Palestinian Landraces (IPLR) collection (n = 19: durum and bread wheat landraces, modern wheat cultivars, and landraces mixtures) to full-field evaluation. The multifield experiment included a semiarid site (2018-2019, 2019-2020) under low (L) and high (H) supplementary irrigation, and a Mediterranean site (2019-2020). Water availability had a major impact on crop performance. This was reflected in a strong discrimination between environments for biomass productivity and yield components. Compared to landraces, modern cultivars exhibited significantly higher grain yield (GY) across environments (+102%) reflecting the effect of the Green Revolution. However, under the Gilat19 (L) environment, this productivity gap was significantly reduced (only +39%). Five excelling landraces and the durum mix exhibited good agronomic potential across all trails. This was expressed in relatively high GY (2.3-2.85 t ha-1), early phenology (86-96 days to heading) and lodging resistance. Given the growing interest of stakeholders and consumers, these might be considered future candidates for the local artisanal wheat grain market. Yet, this step should be taken only after establishing an adjustable field management protocol.
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  • 文章类型: Journal Article
    Nitrous acid (HONO) photolysis is an important atmospheric reaction that leads to the formation of hydroxyl radicals (OH), the main diurnal atmospheric oxidants. The process of HONO formation remains unclear, and comparisons between field measurements and model results have highlighted the presence of unknown HONO sources. HONO production on plant surfaces was recently suggested to contribute to atmospheric HONO formation, but there is limited information on the quantification of HONO production and uptake by plants. To address this gap in the existing knowledge, the current study investigated HONO exchange on living Zea mays plants. Experiments were conducted in growth chambers under controlled experimental conditions (temperature, relative humidity, NO2 mixing ratio, light intensity, CO2 mixing ratio) at temperatures ranging between 283 and 299 K. To investigate the effect of drought on HONO plant-atmosphere exchanges, experiments were carried out on two sets of Zea mays plants exposed to two different water supply conditions during their growth: optimal watering (70% of the field capacity) and water stress (30% of the field capacity). Results indicated that the uptake of HONO by control Zea mays plants increased linearly with ambient temperature, and was correlated with CO2 assimilation for temperatures ranging from 283 to 299 K. At 299 K, HONO production on the leaves offset this uptake and Zea mays plants were a source of HONO, with a net production rate of 27 ± 7 ppt h-1. Deposition velocities were higher for HONO than CO2, suggesting a higher mesophyll resistance for CO2 than HONO. As water stress reduced the stomatal opening, it also decreased plant-atmosphere gas exchange. Thus, climate change, which may limit the availability of water, will have an impact on HONO exchange between plants and the atmosphere.
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  • 文章类型: Journal Article
    Deep understanding of genetic architecture of water-stress tolerance is critical for efficient and optimal development of water-stress tolerant cultivars, which is the most economical and environmentally sound approach to maintain lettuce production with limited irrigation. Lettuce (Lactuca sativa L.) production in areas with limited precipitation relies heavily on the use of ground water for irrigation. Lettuce plants are highly susceptible to water-stress, which also affects their nutrient uptake efficiency. Water stressed plants show reduced growth, lower biomass, and early bolting and flowering resulting in bitter flavors. Traditional phenotyping methods to evaluate water-stress are labor intensive, time-consuming and prone to errors. High throughput phenotyping platforms using kinetic chlorophyll fluorescence and hyperspectral imaging can effectively attain physiological traits related to photosynthesis and secondary metabolites that can enhance breeding efficiency for water-stress tolerance. Kinetic chlorophyll fluorescence and hyperspectral imaging along with traditional horticultural traits identified genomic loci affected by water-stress. Supervised machine learning models were evaluated for their accuracy to distinguish water-stressed plants and to identify the most important water-stress related parameters in lettuce. Random Forest (RF) had classification accuracy of 89.7% using kinetic chlorophyll fluorescence parameters and Neural Network (NN) had classification accuracy of 89.8% using hyperspectral imaging derived vegetation indices. The top ten chlorophyll fluorescence parameters and vegetation indices selected by sequential forward selection by RF and NN were genetically mapped using a L. sativa × L. serriola interspecific recombinant inbred line (RIL) population. A total of 25 quantitative trait loci (QTL) segregating for water-stress related horticultural traits, 26 QTL for the chlorophyll fluorescence traits and 34 QTL for spectral vegetation indices (VI) were identified. The percent phenotypic variation (PV) explained by the horticultural QTL ranged from 6.41 to 19.5%, PV explained by chlorophyll fluorescence QTL ranged from 6.93 to 13.26% while the PV explained by the VI QTL ranged from 7.2 to 17.19%. Eight QTL clusters harboring co-localized QTL for horticultural traits, chlorophyll fluorescence parameters and VI were identified on six lettuce chromosomes. Molecular markers linked to the mapped QTL clusters can be targeted for marker-assisted selection to develop water-stress tolerant lettuce.
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  • 文章类型: Journal Article
    水资源短缺对全球作物产量产生负面影响,预计气候变化将大大增加未来干旱的严重程度。使用丛枝菌根真菌(AMF)可以潜在地减轻植物水分胁迫的影响。木薯是一种每天养活约8亿人的作物。AMFR的遗传上不同的分离株及其克隆后代均已被证明在田间条件下极大地改变了木薯的生长。鉴于木薯在许多种植地区经历季节性干旱,我们评估了不规则R.的种内变异是否差异改变了木薯对水分胁迫的生理反应。在第一个实验中,在肯尼亚西部的野外条件下进行,木薯接种了两种遗传上不同的不规则R。分离株及其克隆后代。所有木薯植物在干旱期间都表现出生理胁迫迹象,但是最大的差异发生在接种了两个亲本真菌分离株的克隆后代的植物之间。因为干旱没有在田间进行实验处理,我们在温室中进行了第二个实验,其中木薯接种了两种遗传上不同的R.regularis分离株并遭受干旱,然后重新浇水,允许恢复。木薯对干旱的生理胁迫反应在接种两种不同真菌的植物之间存在显着差异。然而,经历较高干旱胁迫的植物在重新浇水后也以更快的速度恢复。我们得出的结论是,AMF中的种内遗传变异性显着影响水分胁迫期间木薯的生理反应。这凸显了使用AMF中天然存在的变异来改善木薯在水分胁迫下的耐受性的潜力。然而,AMF分离株的克隆后代可以不同地影响木薯在田间条件下应对自然干旱胁迫的方式,强调了了解其他因素的必要性,超越遗传变异,这可以解释木薯对干旱反应的巨大差异。
    Water scarcity negatively impacts global crop yields and climate change is expected to greatly increase the severity of future droughts. The use of arbuscular mycorrhizal fungi (AMF) can potentially mitigate the effects of water stress in plants. Cassava is a crop that feeds approximately 800 million people daily. Genetically different isolates of the AMF R. irregularis as well as their clonal progeny have both been shown to greatly alter cassava growth in field conditions. Given that cassava experiences seasonal drought in many of the regions in which it is cultivated, we evaluated whether intraspecific variation in R. irregularis differentially alters physiological responses of cassava to water stress. In a first experiment, conducted in field conditions in Western Kenya, cassava was inoculated with two genetically different R. irregularis isolates and their clonal progeny. All cassava plants exhibited physiological signs of stress during the dry period, but the largest differences occurred among plants inoculated with clonal progeny of each of the two parental fungal isolates. Because drought had not been experimentally manipulated in the field, we conducted a second experiment in the greenhouse where cassava was inoculated with two genetically different R. irregularis isolates and subjected to drought, followed by re-watering, to allow recovery. Physiological stress responses of cassava to drought differed significantly between plants inoculated with the two different fungi. However, plants that experienced higher drought stress also recovered at a faster rate following re-watering. We conclude that intraspecific genetic variability in AMF significantly influences cassava physiological responses during water stress. This highlights the potential of using naturally existing variation in AMF to improve cassava tolerance undergoing water stress. However, the fact that clonal progeny of an AMF isolate can differentially affect how cassava copes with natural drought stress in field conditions, highlights the necessity to understand additional factors, beyond genetic variation, which can account for such large differences in cassava responses to drought.
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  • 文章类型: Journal Article
    Development of drought-tolerant cultivars is one of the challenging tasks for the plant breeders due to its complex inheritance and polygenic regulation. Evaluating genetic material for drought tolerance is a complex process due to its spatiotemporal interactions with environmental factors. The conventional breeding approaches are costly, lengthy, and inefficient to achieve the expected gain in drought tolerance. In this regard, genomics-assisted breeding (GAB) offers promise to develop cultivars with improved drought tolerance in a more efficient, quicker, and cost-effective manner. The success of GAB depends upon the precision in marker-trait association and estimation of genomic estimated breeding values (GEBVs), which mostly depends on coverage and precision of genotyping and phenotyping. A wide gap between the discovery and practical use of quantitative trait loci (QTL) for crop improvement has been observed for many important agronomical traits. Such a limitation could be due to the low accuracy in QTL detection, mainly resulting from low marker density and manually collected phenotypes of complex agronomic traits. Increasing marker density using the high-throughput genotyping (HTG), and accurate and precise phenotyping using high-throughput digital phenotyping (HTP) platforms can improve the precision and power of QTL detection. Therefore, both HTG and HTP can enhance the practical utility of GAB along with a faster characterization of germplasm and breeding material. In the present review, we discussed how the recent innovations in HTG and HTP would assist in the breeding of improved drought-tolerant varieties. We have also discussed strategies, tools, and analytical advances made on the HTG and HTP along with their pros and cons.
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