cold tolerance

耐寒性
  • 文章类型: Journal Article
    鳄梨(PerseaAmericanaMill。)是亚热带更年期水果,由于其对低温的高度敏感性,保质期有限。冷藏产生的冷害(CI)在鳄梨果实中表现出不规则成熟等症状,中果皮变暗,血管束的硬化,带有“异味”的脂质氧化,皮肤凹陷和变黑,增加体重减轻。因此,我们研究了单独或联合使用γ-氨基丁酸(GABA)和1-甲基环丙烯(1-MCP)作为采后处理以保持质量和提高耐寒性的效果。将Hass鳄梨在5°C下在室温下储存5天。结果表明,与对照果实和仅用1-MCP或GABA处理的果实相比,联合处理改善了果实品质参数。联合处理协同延缓了采后成熟过程。在GABA1-MCP或1-MCP果实批次中,这种延迟模式与乙烯模式延迟同时发生。在所有GABA和1-MCP水果批次中,CI症状和电解质渗漏均最小化,特别是在联合治疗中。出于这个原因,联合处理的协同作用可能被推荐作为一种有效的替代策略,以延长冷藏期间鳄梨的采后质量。
    Avocado (Persea americana Mill.) is a subtropical climacteric fruit with a limited shelf life due to its high sensitivity to low temperatures. Chilling injury (CI) produced by cold storage displays symptoms in avocado fruit such as irregular ripening, darkening of the mesocarp, hardening of vascular strands, lipid oxidation with \"off flavors\", and pitting and darkening of the skin, increasing weight loss. Accordingly, we studied the effect of γ-aminobutyric acid (GABA) and 1-methylcyclopropene (1-MCP) alone or in combination as postharvest treatments to maintain quality and to increase cold tolerance. Hass avocados were stored at 5 °C plus 5 days at room temperature. The results showed that the combined treatment improved fruit quality parameters as compared with control fruit and with those treated with only 1-MCP or GABA. The combined treatment delayed synergistically the postharvest ripening process. This delayed pattern was concomitant with a delayed ethylene pattern in GABA + 1-MCP or 1-MCP fruit batches. CI symptoms and electrolyte leakage were minimized in all GABA and 1-MCP fruit batches specifically in the combined treatment. For this reason, the synergistic effect of the combination of treatments may be recommended as an effective alternative strategy to prolong the postharvest quality of avocado during refrigerated storage.
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  • 文章类型: Journal Article
    番茄果实(SolanumlycopersicumL.)具有非常短暂的可储存性,在寒冷条件下储存时显示冷害(CI),用于延迟成熟。出于这个原因,在这项研究中,测定了不同浓度(10、50和100mgL-1)的绿原酸(ChA),以评估其在保持番茄果实品质性状和减轻CI症状方面的有效性。我们的结果表明,ChA处理有效地延缓了体重减轻并保持了果实的硬度,在50mgL-1时观察到最佳结果。总的来说,更高的浓度不会导致显著的质量改善.此外,ChA处理的西红柿表现出丙二醛(MDA)含量和电解质泄漏(EL)的降低值,表明改善的膜完整性和减少的氧化损伤。ChA处理在储存过程中也保持了较高的总酚含量(TPC),具有显著水平的单个多酚,例如芦丁,新绿原酸,和对香豆酸,提示抗氧化能力增强,果实品质保存较好。这是首次在任何水果物种中评估ChA降低CI的潜力,它对番茄成熟的影响显示出在冷藏过程中保持水果质量,延长西红柿的储存性。特别是,我们强调其天然来源和有效性作为一种采后治疗。
    Tomato fruit (Solanum lycopersicum L.) has a very brief storability, displaying chilling injury (CI) when stored in cold conditions used to delay ripening. For this reason, in this study, different concentrations (10, 50, and 100 mg L-1) of chlorogenic acid (ChA) were assayed to evaluate its effectiveness in maintaining fruit quality traits and mitigating CI symptoms in tomatoes. Our results showed that ChA treatments effectively delayed weight loss and maintained fruit firmness, with optimal results observed at 50 mg L-1. In general, higher concentrations did not result in significant quality improvements. Additionally, ChA-treated tomatoes exhibited reduced values in malondialdehyde (MDA) content and electrolyte leakage (EL), indicating improved membrane integrity and reduced oxidative damage. ChA treatments also maintained a higher total phenolic content (TPC) during storage, with significant levels of individual polyphenols such as rutin, neochlorogenic acid, and p-coumaric acid, suggesting enhanced antioxidant capacity and better preservation of fruit quality. This is the first time the potential of ChA to reduce CI has been evaluated in any fruit species, and its impact in tomato ripening is shown to uphold fruit quality during cold storage, prolonging the storability of tomatoes. In particular, we highlight its natural origin and effectiveness as a postharvest treatment.
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  • 文章类型: Journal Article
    对高温和低温变化的适应和耐受性对于植物和动物的生存和增殖至关重要。然而,关于动物和植物之间的共同分子,没有明确的信息。在这项研究中,我们发现热量,线虫秀丽隐杆线虫的耐寒性受RNA结合蛋白EMB-4的相反调节,其植物同源物包含多态性,导致耐热性多样性。秀丽隐杆线虫会根据以前的培养温度改变其对冷和热的耐受性,其中EMB-4通过改变基因表达分别充当耐热和耐冷性的正和负控制器。在表达受EMB-4(一种磷脂加扰酶)调控的基因中,和一种酸性鞘磷脂酶,它们参与膜脂代谢,被发现在耐热性的负调控中起着至关重要的作用。
    Adaptation and tolerance to changes in heat and cold temperature are essential for survival and proliferation in plants and animals. However, there is no clear information regarding the common molecules between animals and plants. In this study, we found that heat, and cold tolerance of the nematode Caenorhabditis elegans is oppositely regulated by the RNA-binding protein EMB-4, whose plant homolog contains polymorphism causing heat tolerance diversity. Caenorhabditis elegans alters its cold and heat tolerance depending on the previous cultivation temperature, wherein EMB-4 respectively acts as a positive and negative controller of heat and cold tolerance by altering gene expression. Among the genes whose expression is regulated by EMB-4, a phospholipid scramblase, and an acid sphingomyelinase, which are involved in membrane lipid metabolism, were found to play essential roles in the negative regulation of heat tolerance.
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  • 文章类型: Journal Article
    低温胁迫是影响水稻生长和产量的主要非生物胁迫之一。解剖遗传基础对于水稻耐寒性的遗传改良具有重要意义。在这项研究中,来自云南高原的新的耐寒来源,李江小黑谷,被用作供体亲本,并与冷敏感品种杂交,Deyou17,开发重组自交系(RIL),用于定量性状基因座(QTL)分析,以在水稻的幼苗和孕穗期进行耐寒性。总的来说,确定了2号和7号染色体上幼苗早期的三个耐冷性QTL,以及1号、3号、5号和7号染色体上孕穗期的四个QTL。单倍型和线性回归分析表明,基于这些有利位点的加性效应的QTL金字塔具有良好的耐寒育种潜力。在RIL和BC3F3种群中的效果评估表明,qCTB1在遗传分离种群的孕穗期对耐寒性具有稳定的作用。在不同的冷应激条件下,qCTB1精细映射到标记M3和M4之间的341kb间隔。通过亲本序列的组合比较,基于候选基因的关联分析,以及组织和冷诱导表达分析,确定了qCTB1的8个重要候选基因。本研究将为提高水稻耐寒性的分子育种和基因克隆提供遗传资源。
    在线版本包含补充材料,可在10.1007/s11032-024-01488-3获得。
    Cold stress is one of the main abiotic stresses that affects rice growth and production worldwide. Dissection of the genetic basis is important for genetic improvement of cold tolerance in rice. In this study, a new source of cold-tolerant accession from the Yunnan plateau, Lijiangxiaoheigu, was used as the donor parent and crossed with a cold-sensitive cultivar, Deyou17, to develop recombinant inbred lines (RILs) for quantitative trait locus (QTL) analysis for cold tolerance at the early seedling and booting stages in rice. In total, three QTLs for cold tolerance at the early seedling stage on chromosomes 2 and 7, and four QTLs at the booting stage on chromosomes 1, 3, 5, and 7, were identified. Haplotype and linear regression analyses showed that QTL pyramiding based on the additive effect of these favorable loci has good potential for cold tolerance breeding. Effect assessment in the RIL and BC3F3 populations demonstrated that qCTB1 had a stable effect on cold tolerance at the booting stage in the genetic segregation populations. Under different cold stress conditions, qCTB1 was fine-mapped to a 341-kb interval between markers M3 and M4. Through the combination of parental sequence comparison, candidate gene-based association analysis, and tissue and cold-induced expression analyses, eight important candidate genes for qCTB1 were identified. This study will provide genetic resources for molecular breeding and gene cloning to improve cold tolerance in rice.
    UNASSIGNED: The online version contains supplementary material available at 10.1007/s11032-024-01488-3.
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  • 文章类型: Journal Article
    在中国,辽东半岛是蓝莓的重要产区,充足的光,昼夜温差大。然而,辽东半岛冬季和早春期间空气的低温和相对湿度是蓝莓植物受损的主要原因。这里,我们记录了三个蓝莓品种对冷胁迫的转录组和蛋白质组动态响应(“北国”,\'Bluecrop\',和\'Berkeley\')。功能富集分析表明,许多差异表达基因(DEGs)和差异丰度蛋白(DAPs)主要参与内质网蛋白质加工途径。谷胱甘肽代谢途径,和核糖体。我们确定了12,747个转录因子(TFs)分布在20个家族中。根据我们的发现,我们推测,耐寒性的发展是由钙相关基因(CDPKs和CMLs)的表达引起的,谷胱甘肽蛋白质,和TFs(NAC,WRKY,和ERF)。我们的调查发现,三个品种在田间暴露于-9°C至-15°C的温度下会遭受冷害。因此,越冬期间蓝莓的耐寒性不仅要抵抗低温的影响,还要抵抗大风和空气中相对湿度低等复杂环境因素的影响。三个蓝莓品种的抗寒强度顺序为“Berkeley”,\'Bluecrop\',和“北国”。这些结果提供了对冷应激的反应的全面概况,它有可能被用作提高蓝莓耐寒性的项目的选择标记。
    In China, the Liaodong Peninsula is an important growing area for blueberries because of the high organic matter content in the soil, the abundance of light, and the large temperature difference between day and night. However, the low temperature and relative humidity of the air during the winter and early spring in the Liaodong Peninsula are the main reasons for the damage to blueberry plants. Here, we documented the transcriptome and proteome dynamics in response to cold stress in three blueberry cultivars (\'Northland\', \'Bluecrop\', and \'Berkeley\'). Functional enrichment analysis indicated that many differentially expressed genes (DEGs) and differentially abundant proteins (DAPs) were mainly involved in the pathways of protein processing in the endoplasmic reticulum, the glutathione metabolism pathway, and ribosomes. We identified 12,747 transcription factors (TFs) distributed in 20 families. Based on our findings, we speculated that cold tolerance development was caused by the expression of calcium-related genes (CDPKs and CMLs), glutathione proteins, and TFs (NAC, WRKY, and ERF). Our investigation found that three cultivars experienced cold damage when exposed to temperatures between -9 °C and -15 °C in the field. Therefore, the cold resistance of blueberries during overwintering should not only resist the influence of low temperatures but also complex environmental factors such as strong winds and low relative humidity in the air. The order of cold resistance strength in the three blueberry cultivars was \'Berkeley\', \'Bluecrop\', and \'Northland\'. These results provide a comprehensive profile of the response to cold stress, which has the potential to be used as a selection marker for programs to improve cold tolerance in blueberries.
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  • 文章类型: Journal Article
    水稻是全球一半人口的重要食物,对维护全球粮食安全至关重要。气候变化,不断增加的人口和最近的COVID大流行事件造成了财政负担,并威胁着全球粮食安全。由于这些因素,水稻种植也面临着重大挑战。频繁的天气变化对农业规划构成了相当大的挑战,以前是在一致的季节性变化上中继的。在这种情况下,水稻种植对寒冷特别敏感,低温(<18°C)抑制了其发展和生产力。开发温度低,产量好的水稻品种是植物科学家当前育种工作的主要目标之一。为此,短稻和早稻品种最有利于避免寒冷胁迫,并在较少的天数内产量更多。本研究旨在研究低温对不同水稻品种的影响。该研究旨在通过早期和定期培养来鉴定低温粘附基因型。为此,在两个播种季节(2018-2019年)评估了34种基因型,播种时间不同。统计播种时间显示所有产量贡献参数之间的显着相互作用。数据表明,在生殖阶段暴露于低温会延长作物的成熟期,圆锥花序的长度和小穗的生育力也下降了,导致敏感品种产量大幅下降。与其他品种相比,有些品种对冷应激更敏感。在埃及的背景下,Giza176,Sakha104和Sakha107建议用于早期种植,而基因型Giza179,Sakha101,Sakha104和GZ9730-1-1-1-1-1表示为正常培养期。Sakha104品种尤其值得注意,因为这两个目的都推荐。此外,本研究获得的数据为选择适合埃及北三角洲双季种植的水稻品种提供了有价值的信息。这项研究也有助于现有的文献,提供对面对气候变化的水稻种植弹性的见解。
    Rice (Oryza sativa L.) is an essential food for half of the global population and is vital in maintaining global food security. Climate change, increasing population and recent incident of COVID pandemic has generated financial burden and threaten the global food security. Due to theses factors rice cultivation also has to face significant challenges. frequent weather changes pose a considerable challenge to agricultural planning, which was previously relaying on consistent seasonal variations. In this context, rice cultivation is particularly sensitive to cold, where its development and productivity inhibited by low temperatures (< 18 °C). Developing rice varietes with low temprature tolerence and good yield potential is one of the major goals of current breeding efforts of plant scientists. For this purpose, short duration and early rice varieties are most favorable to avoid cold stress and yield more in less number of days. this study was designed to investigate the effect of low temperatures on different rice varieties. the study was designed to identify low temprature tolerent genotypes with early and regular cultivation. For this, thirty-four genotypes were evaluated in two gorwing seasons (2018-2019) with four different sowing times. Statistically sowing time showed significant interaction between all yield contributing parameters. The data indicate that exposure to low temperatures during the reproductive phase prolongs the maturation period of the crop, also length of the panicle and the fertility of the spikelets drops, resulting in a significant decrease in the production of sensitive varieties. Some varieties are more sensitive to cold stress compared to others. In the Egyptian context, Giza176, Sakha104, and Sakha107 are recommended for early cultivation, while the genotypes Giza 179, Sakha101, Sakha104, and GZ 9730-1-1-1-1 are indicated for the normal cultivation period. The Sakha104 variety is particularly notable, as it is recommended for both purposes. In addition, the data obtained in this study provide valuable information for selecting rice varieties suitable for double cropping in the North Delta of Egypt. This study also contributes to the existing literature, providing insights into the resilience of rice cultivation in the face of climate change.
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  • 文章类型: Journal Article
    冷胁迫可以在分子和形态水平上影响植物生物学。我们使用不同的播种方法种植了两种不同类型的烟草幼苗,在4°C下观察到它们的耐寒性的显著差异。冷应激12小时后,浅水播种栽培处理显示出相对较好的生长状态,叶片略有枯萎。使用浮法系统种植的烟草表现得很短,粗根,而那些通过浅水播种种植的人的根细长,有更多的尖端和叉子。在寒冷的压力之后,浅水播种栽培处理表现出更高的抗氧化酶活性,丙二醛(MDA)含量较低。在冷处理的三个阶段(冷胁迫前,在寒冷的压力之后,和恢复3天后)。在分析原始数据后,我们发现,浅水播种栽培处理与低温胁迫前烟酰胺腺嘌呤二核苷酸(NAD)生物合成和NAD代谢的显著功能富集有关,冷应激后与维持细胞结构相关的功能的富集,以及恢复期与光合作用相关的大量功能富集。进行加权基因共表达网络分析(WGCNA),鉴定几个可能导致两种烟草幼苗之间耐寒性差异的hub基因。在我们的分析过程中,与能量转换相关的集线器基因主要在浅水播种栽培处理中得到鉴定,超越其他领域的发现。这些包括AS基因,控制NAD前体的合成,PED1基因,与脂肪酸β-氧化密切相关,和RROP1基因,与ATP生产有关。总的来说,本研究为探索烟苗培育的改良方法提供了有价值的理论依据。通过转录组测序技术,我们已经阐明了在三个时间点不同烟草幼苗中基因表达的差异,确定影响烟草耐寒性的关键基因,为未来的基因编辑提供可能。
    Cold stress can impact plant biology at both the molecular and morphological levels. We cultivated two different types of tobacco seedlings using distinct seeding methods, observing significant differences in their cold tolerance at 4 °C. After 12 h cold stress, shallow water seeding cultivation treatment demonstrates a relatively good growth state with slight wilting of the leaves. Tobacco grown using the float system exhibited short, thick roots, while those cultivated through shallow water seeding had elongated roots with more tips and forks. After cold stress, the shallow water seeding cultivation treatment demonstrated higher antioxidant enzyme activity, and lower malondialdehyde (MDA) content.Transcriptome analysis was performed on the leaves of these tobacco seedlings at three stages of cold treatment (before cold stress, after cold stress, and after 3 days of recovery). Upon analyzing the raw data, we found that the shallow water seeding cultivation treatment was associated with significant functional enrichment of nicotinamide adenine dinucleotide (NAD) biosynthesis and NAD metabolism before cold stress, enrichment of functions related to the maintenance of cellular structure after cold stress, and substantial functional enrichment related to photosynthesis during the recovery period. Weighted gene co-expression network analysis (WGCNA) was conducted, identifying several hub genes that may contribute to the differences in cold tolerance between the two tobacco seedlings. Hub genes related to energy conversion were predominantly identified in shallow water seeding cultivation treatment during our analysis, surpassing findings in other areas. These include the AS gene, which controls the synthesis of NAD precursors, the PED1 gene, closely associated with fatty acid β-oxidation, and the RROP1 gene, related to ATP production.Overall, our study provides a valuable theoretical basis for exploring improved methods of cultivating tobacco seedlings. Through transcriptome sequencing technology, we have elucidated the differences in gene expression in different tobacco seedlings at three time points, identifying key genes affecting cold tolerance in tobacco and providing possibilities for future gene editing.
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  • 文章类型: Journal Article
    寒冷的温度可以在害虫的范围和影响中起重要作用。严寒事件可以减少昆虫爆发的规模,甚至可能导致爆发结束。测量寒冷事件的精确影响,然而,可能很困难,因为昆虫死亡率的估计通常是在冬季结束时进行的。2023年1月下旬,长期气候模型预测北美东部将发生重大寒冷事件。我们使用此事件来评估在北美东部昆虫入侵范围北部边缘的四个地点对铁杉羊毛adelgid(AdelgestusgaeAnnand)越冬死亡率的直接影响。我们观察到完全死亡,部分死亡率,对与人口位置和寒冷事件强度相关的铁杉毛adelgid死亡率没有影响。我们的数据显示,在这次严寒事件之后,对越冬的adelgids进行预处理的支持会影响其越冬的存活。最后,我们将我们站点的气候条件与新斯科舍省的历史天气数据和先前的死亡率观测结果进行了比较。2023年2月观测到的寒冷事件导致这些地点观测到的温度最低。包括铁杉羊毛adelgid入侵的时期,暗示寒冷的条件,特别是在人为气候强迫下,可能不是确定北美东部铁杉羊毛adelgid最终北部范围的限制因素。
    Cold temperatures can play a significant role in the range and impact of pest insects. Severe cold events can reduce the size of insect outbreaks and perhaps even cause outbreaks to end. Measuring the precise impact of cold events, however, can be difficult because estimates of insect mortality are often made at the end of the winter season. In late January 2023 long-term climate models predicted a significant cold event to occur over eastern North America. We used this event to evaluate the immediate impact on hemlock woolly adelgid (Adelges tsugae Annand) overwintering mortality at four sites on the northern edge of the insects invaded range in eastern North America. We observed complete mortality, partial mortality and no effects on hemlock woolly adelgid mortality that correlated with the location of populations and strength of the cold event. Our data showed support for preconditioning of overwintering adelgids having an impact on their overwintering survival following this severe cold event. Finally, we compared the climatic conditions at our sites to historical weather data and previous observations of mortality in Nova Scotia. The cold event observed in February 2023 resulted in the coldest temperatures observed at these sites, including the period within which hemlock woolly adelgid invaded, suggesting cold conditions, especially under anthropogenic climate forcing, may not be a limiting factor in determining the ultimate northern range of hemlock woolly adelgid in eastern North America.
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  • 文章类型: Journal Article
    拟南芥拟南芥假性反应调节器7(PRR7)是昼夜节律振荡器的核心组成部分,在耐冻性中也起着至关重要的作用。PRR7经历蛋白酶体依赖性降解,在傍晚时分离散地进行最大表达。虽然它对下游基因的转录抑制活性是冷调控不可或缺的,PRR7蛋白活性的条件性调节机制尚不清楚。我们用了双突变分析,蛋白质相互作用和泛素化分析,以建立泛素连接酶适配器,运动响应基因15(HOS15)的高表达,通过直接的蛋白质-蛋白质相互作用控制PRR7的蛋白质积累模式。耐冻性和电解质泄漏试验表明,PRR7增强了冷温度敏感性,在C-重复结合因子(CBF)和冷调节15A(COR15A)启动子上由ChIP-qPCR支持,其中hos15突变体中PRR7水平较高。我们确定HOS15通过在黑暗中的低温下增强的泛素化来介导PRR7蛋白质周转。在同样的条件下,hos15中与CBFs和COR15A启动子区的PRR7关联增加与CBF1和COR15A转录减少和冷冻敏感性增强相关。我们提出了一种新机制,通过该机制,HOS15介导的PRR7调节在昼夜节律系统与其他冷适应途径之间提供了交集,从而通过上调CBF1和COR15A来实现耐冻性。
    Arabidopsis PSEUDO RESPONSE REGULATOR7 (PRR7) is a core component of the circadian oscillator which also plays a crucial role in freezing tolerance. PRR7 undergoes proteasome-dependent degradation to discretely phase maximal expression in early evening. While its transcriptional repressive activity on downstream genes is integral to cold regulation, the mechanism of the conditional regulation of the PRR7 protein activity is unknown. We used double mutant analysis, protein interaction and ubiquitylation assays to establish that the ubiquitin ligase adaptor, HIGH EXPRESSION OF OSMOTICALLY RESPONSIVE GENE 15 (HOS15), controls the protein accumulation pattern of PRR7 through direct protein-protein interactions. Freezing tolerance and electrolyte leakage assays show that PRR7 enhances cold temperature sensitivity, supported by ChIP-qPCR at C-REPEAT BINDING FACTOR (CBF) and COLD REGULATED 15A (COR15A) promoters where PRR7 levels were higher in hos15 mutants. We establish that HOS15 mediates PRR7 protein turnover through enhanced ubiquitylation at low temperature in the dark. Under the same conditions, increased PRR7 association with the promoter regions of CBFs and COR15A in hos15 correlates with decreased CBF1 and COR15A transcription and enhanced freezing sensitivity. We propose a novel mechanism whereby HOS15-mediated regulation of PRR7 provides an intersection between the circadian system and other cold acclimation pathways leading to freezing tolerance through upregulation of CBF1 and COR15A.
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  • 文章类型: Journal Article
    背景:水稻的耐寒性与其生产和地理分布密切相关。耐冷相关基因的鉴定对开发耐冷水稻具有重要意义。东乡野生稻(OryzarufipogonGriff。)(DXWR)很好地适应了世界上最北纬栖息地的寒冷气候,是耐寒性改良最有价值的水稻种质之一。
    结果:转录组分析显示,在室温(RT)下,谢清灶B(XB;冷敏感品种)和19H19(源自DXWR和XB之间的种间杂交)之间的基因差异表达,低温(LT),和康复治疗。结果表明,叶绿体基因可能参与了水稻耐寒性的调控。基于基因分型测序(GBS)技术,使用来自19H19和XB之间杂交的120个BC5F2系构建了高分辨率SNP遗传图谱。两个数量性状位点(QTL)在幼苗早期(CTS)耐冷,检测到qCTS12和qCTS8。此外,根据批量分离分析测序(BSA-seq),共鉴定出112个与耐寒性相关的候选基因.这些候选基因分为八个功能类别,与“氧化还原过程”和“对胁迫的响应”相关的候选基因的表达趋势在RT中XB和19H19之间有所不同,LT和恢复治疗。在这些候选基因中,在LT治疗中,L0C_Os12g18729在19H19中的表达水平(与“对应激反应”有关)降低,但在恢复治疗期间恢复并增强,而XB中L0C_Os12g18729的表达水平在恢复治疗期间下降。此外,XB在LOC_Os12g18729的第三个外显子中包含42bp的缺失,存活百分比(SP)低于15%的BC5F2个体的基因型与XB的基因型一致。加权基因共表达网络分析(WGCNA)和具有每个基因信息的模块化调控网络学习(MERLIN)算法揭示了调节水稻耐寒性的基因相互作用/共表达网络。在网络中,与“氧化还原过程”相关的差异表达基因(DEGs),“对压力的反应”和“蛋白质磷酸化”与LOC_Os12g18729相互作用。此外,与野生型相比,LOC_Os12g18729的敲除突变体在早稻苗期的耐寒性显着降低。
    结论:一般来说,水稻耐寒遗传基础的研究对于开发耐寒水稻品种具有重要意义。在本研究中,QTL映射,整合BSA-seq和RNA-seq以鉴定两个CTSQTLqCTS8和qCTS12。此外,qRT-PCR,基因型测序和基因敲除分析表明LOC_Os12g18729可能是qCTS12的候选基因。本研究结果有望通过标记辅助选择从DXWR中导入耐冷基因,进一步探索水稻CTS的遗传机制,提高栽培稻的耐冷能力。
    BACKGROUND: The cold tolerance of rice is closely related to its production and geographic distribution. The identification of cold tolerance-related genes is of important significance for developing cold-tolerant rice. Dongxiang wild rice (Oryza rufipogon Griff.) (DXWR) is well-adapted to the cold climate of northernmost-latitude habitats ever found in the world, and is one of the most valuable rice germplasms for cold tolerance improvement.
    RESULTS: Transcriptome analysis revealed genes differentially expressed between Xieqingzao B (XB; a cold sensitive variety) and 19H19 (derived from an interspecific cross between DXWR and XB) in the room temperature (RT), low temperature (LT), and recovery treatments. The results demonstrated that chloroplast genes might be involved in the regulation of cold tolerance in rice. A high-resolution SNP genetic map was constructed using 120 BC5F2 lines derived from a cross between 19H19 and XB based on the genotyping-by-sequencing (GBS) technique. Two quantitative trait loci (QTLs) for cold tolerance at the early seedling stage (CTS), qCTS12 and qCTS8, were detected. Moreover, a total of 112 candidate genes associated with cold tolerance were identified based on bulked segregant analysis sequencing (BSA-seq). These candidate genes were divided into eight functional categories, and the expression trend of candidate genes related to \'oxidation-reduction process\' and \'response to stress\' differed between XB and 19H19 in the RT, LT and recovery treatments. Among these candidate genes, the expression level of LOC_Os12g18729 in 19H19 (related to \'response to stress\') decreased in the LT treatment but restored and enhanced during the recovery treatment whereas the expression level of LOC_Os12g18729 in XB declined during recovery treatment. Additionally, XB contained a 42-bp deletion in the third exon of LOC_Os12g18729, and the genotype of BC5F2 individuals with a survival percentage (SP) lower than 15% was consistent with that of XB. Weighted gene coexpression network analysis (WGCNA) and modular regulatory network learning with per gene information (MERLIN) algorithm revealed a gene interaction/coexpression network regulating cold tolerance in rice. In the network, differentially expressed genes (DEGs) related to \'oxidation-reduction process\', \'response to stress\' and \'protein phosphorylation\' interacted with LOC_Os12g18729. Moreover, the knockout mutant of LOC_Os12g18729 decreased cold tolerance in early rice seedling stage signifcantly compared with that of wild type.
    CONCLUSIONS: In general, study of the genetic basis of cold tolerance of rice is important for the development of cold-tolerant rice varieties. In the present study, QTL mapping, BSA-seq and RNA-seq were integrated to identify two CTS QTLs qCTS8 and qCTS12. Furthermore, qRT-PCR, genotype sequencing and knockout analysis indicated that LOC_Os12g18729 could be the candidate gene of qCTS12. These results are expected to further exploration of the genetic mechanism of CTS in rice and improve cold tolerance of cultivated rice by introducing the cold tolerant genes from DXWR through marker-assisted selection.
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