BSA-seq

BSA - seq
  • 文章类型: Journal Article
    气温升高是玉米正常生长发育的主要威胁,导致产量和质量低。玉米对热胁迫的响应机制尚不清楚。在这项研究中,从通过甲磺酸乙酯(EMS)诱变产生的玉米Zheng58(Z58)突变品系中鉴定出一种在高温下具有枯萎和卷曲叶的玉米突变体Zmhsl-1(热敏叶)。Zmhsl-1植物在生长季节对田间温度升高比Z58更敏感。Zmhsl-1植物具有较低的植物高度,产量较低,和较低的光合色素含量。大量的分离分析与全基因组测序(BSA-seq)相结合,可以鉴定相应的基因,名为ZmHSL,其编码来自GH10家族的内切-β-1,4-木聚糖酶。ZmHSL的功能丧失导致Zmhsl-1植物中木质素含量降低,随着温度的升高,导致水分运输缺陷和叶片枯萎更严重。RNA-seq分析表明,Z58和Zmhsl-1植物之间鉴定的差异表达基因主要与热胁迫响应基因和未折叠的蛋白质响应基因有关。所有这些数据表明ZmHSL在木质素合成中起关键作用,其缺陷突变导致细胞壁结构和基因表达模式的变化,这阻碍了水的运输,并赋予对高温胁迫更高的敏感性。
    Rising temperature is a major threat to the normal growth and development of maize, resulting in low yield production and quality. The mechanism of maize in response to heat stress remains uncertain. In this study, a maize mutant Zmhsl-1 (heat sensitive leaves) with wilting and curling leaves under high temperatures was identified from maize Zheng 58 (Z58) mutant lines generated by ethyl methanesulfonate (EMS) mutagenesis. The Zmhsl-1 plants were more sensitive to increased temperature than Z58 in the field during growth season. The Zmhsl-1 plants had lower plant height, lower yield, and lower content of photosynthetic pigments. A bulked segregant analysis coupled with whole-genome sequencing (BSA-seq) enabled the identification of the corresponding gene, named ZmHSL, which encodes an endo-β-1,4-xylanase from the GH10 family. The loss-of-function of ZmHSL resulted in reduced lignin content in Zmhsl-1 plants, leading to defects in water transport and more severe leaf wilting with the increase in temperature. RNA-seq analysis revealed that the differentially expressed genes identified between Z58 and Zmhsl-1 plants are mainly related to heat stress-responsive genes and unfolded protein response genes. All these data indicated that ZmHSL plays a key role in lignin synthesis, and its defective mutation causes changes in the cell wall structure and gene expression patterns, which impedes water transport and confers higher sensitivity to high-temperature stress.
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  • 文章类型: Journal Article
    作为芸苔属作物,甘蓝型油菜通常具有包含四个花瓣的单花。油菜的双花表型因其在观赏旅游中的潜在商业价值而成为中国的理想性状。然而,在欧洲油菜中很少有双花种质,对潜在基因的了解是有限的。这里,B.napusD376的特征是双花菌株,平均花瓣和其他正常花器官为10.92±1.40。F1,F2和BC1种群是通过将D376与单花线相互交叉而构建的。遗传分析表明,双花性状是由多基因控制的隐性性状。为了确定控制双花性状的关键基因,在具有相反极端表型的F2个体块上进行批量分离分析测序(BSA-seq)和RNA-seq分析。通过BSA-seq,一个候选区间定位在染色体C05的区域:14.56-16.17Mb。GO和KEGG富集分析显示,DEGs在碳水化合物代谢过程中显著富集,特别是淀粉和蔗糖代谢。有趣的是,与花发育相关的五个和三十六个DEGs显著上调和下调,分别,在双花植物中。对BSA-seq和RNA-seq数据的联合分析显示,五个基因是与双花性状相关的候选基因,BnaC05ERS2是最有前途的基因。这些发现为双花品种的选育提供了新的见解,并为揭示欧洲油菜花发育的分子机制奠定了理论基础。
    As a Brassica crop, Brassica napus typically has single flowers that contain four petals. The double-flower phenotype of rapeseed has been a desirable trait in China because of its potential commercial value in ornamental tourism. However, few double-flowered germplasms have been documented in B. napus, and knowledge of the underlying genes is limited. Here, B. napus D376 was characterized as a double-flowered strain that presented an average of 10.92 ± 1.40 petals and other normal floral organs. F1, F2 and BC1 populations were constructed by crossing D376 with a single-flowered line reciprocally. Genetic analysis revealed that the double-flower trait was a recessive trait controlled by multiple genes. To identify the key genes controlling the double-flower trait, bulk segregant analysis sequencing (BSA-seq) and RNA-seq analyses were conducted on F2 individual bulks with opposite extreme phenotypes. Through BSA-seq, one candidate interval was mapped at the region of chromosome C05: 14.56-16.17 Mb. GO and KEGG enrichment analyses revealed that the DEGs were significantly enriched in carbohydrate metabolic processes, notably starch and sucrose metabolism. Interestingly, five and thirty-six DEGs associated with floral development were significantly up- and down-regulated, respectively, in the double-flowered plants. A combined analysis of BSA-seq and RNA-seq data revealed that five genes were candidates associated with the double flower trait, and BnaC05.ERS2 was the most promising gene. These findings provide novel insights into the breeding of double-flowered varieties and lay a theoretical foundation for unveiling the molecular mechanisms of floral development in B. napus.
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  • 文章类型: Journal Article
    镰刀菌枯萎病(FHB)对全球小麦籽粒的产量和品质都有很大影响。宿主抗性是控制FHB的最有效方法,但不幸的是,关于FHB抗性的遗传资源很少;因此,鉴定新的抗性基因或数量性状基因座(QTLs)是有价值的。
    这里,在四个不同的环境中播种了一个重组自交系(RIL)种群,该种群包含来自杂交L661/PI672538的451个品系(2019CZa,2019CZb,2021QL和2021WJ)。
    五个QTL,由两个先前报道的QTL(FhbL693a和FhbL693b)和三个新的QTL(FhbL693c,FhbL693d和FhbL693e),已确定。进一步调查显示,FhbL693b,可以在所有四种环境中检测到FhbL693c和FhbL693d,仅在2019CZb和2021WJ中检测到FhbL693a和FhbL693e,分别。在QTL中,2021WJ的FhbL693d对表型变异效应(PVE)的贡献最大(10.5%),而最小的(1.2%)是2019CZb的FhbL693e和FhbL693a。为FhbL693d选择5Dindel-4,FhbL693c的4Aindel-7和FhbL693b的3Bindel-24使受损小穗的数量减少了2.1,并通过标记辅助选择(MAS)开发了对FHB具有抗性的新品系H140-2。
    这些结果可能有助于将来进一步提高FHB抗性。
    UNASSIGNED: Fusarium head blight (FHB) has a large influence on both the yield and quality of wheat grain worldwide. Host resistance is the most effective method for controlling FHB, but unfortunately, very few genetic resources on FHB resistance are available; therefore, identifying novel resistance genes or quantitative trait loci (QTLs) is valuable.
    UNASSIGNED: Here, a recombinant inbred line (RIL) population containing 451 lines derived from the cross L661/PI672538 was sown in four different environments (2019CZa, 2019CZb, 2021QL and 2021WJ).
    UNASSIGNED: Five QTLs, consisting of two previously reported QTLs (FhbL693a and FhbL693b) and three new QTLs (FhbL693c, FhbL693d and FhbL693e), were identified. Further investigation revealed that FhbL693b, FhbL693c and FhbL693d could be detected in all four environments, and FhbL693a and FhbL693e were detected only in 2019CZb and 2021WJ, respectively. Among the QTLs, the greatest contribution (10.5%) to the phenotypic variation effect (PVE) was FhbL693d in 2021WJ, while the smallest (1.2%) was FhbL693e and FhbL693a in 2019CZb. The selection of 5Dindel-4 for FhbL693d, 4Aindel-7 for FhbL693c and 3Bindel-24 for FhbL693b decreased the number of damaged spikelets by 2.1, and a new line resistant to FHB named H140-2 was developed by marker-assisted selection (MAS).
    UNASSIGNED: These results could help to further improve FHB resistance in the future.
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  • 文章类型: Journal Article
    果实大小是冬瓜重要的农艺性状,影响产量和效用。尽管意义重大,控制葫芦中水果大小的调节机制仍然未知。在这项研究中,我们使用葫芦(小果H28和大果H17)亲本植物来测量各个发育阶段果实的宽度和长度,揭示了果实膨胀的单一生长曲线。石蜡切片观察表明,细胞数量和大小均显着影响葫芦果实的大小。通过大量的分离分析和组合的基因型-表型分析,调节果实大小的候选区间在9号染色体上精确定位为17,747,353bp-18,185,825bp,涵盖0.44Mb,包括44个基因。在快速扩增阶段的亲本水果进行RNA-seq,强调差异表达基因主要富集在与细胞壁生物合成相关的途径中,糖代谢,和激素信号。转录组和重测序分析,结合基因功能注释,确定了局部区域内的六个基因作为果实大小的潜在调节因子。这项研究不仅通过正向遗传学绘制了影响葫芦果实大小的基因候选区间,而且通过转录组分析也提供了对潜在分子机制的新见解。
    Fruit size is a crucial agronomic trait in bottle gourd, impacting both yield and utility. Despite its significance, the regulatory mechanism governing fruit size in bottle gourd remains largely unknown. In this study, we used bottle gourd (small-fruited H28 and large-fruited H17) parent plants to measure the width and length of fruits at various developmental stages, revealing a single \'S\' growth curve for fruit expansion. Paraffin section observations indicated that both cell number and size significantly influence bottle gourd fruit size. Through bulked segregant analysis and combined genotype-phenotype analysis, the candidate interval regulating fruit size was pinpointed to 17,747,353 bp-18,185,825 bp on chromosome 9, encompassing 0.44 Mb and including 44 genes. Parental fruits in the rapid expansion stage were subjected to RNA-seq, highlighting that differentially expressed genes were mainly enriched in pathways related to cell wall biosynthesis, sugar metabolism, and hormone signaling. Transcriptome and resequencing analysis, combined with gene function annotation, identified six genes within the localized region as potential regulators of fruit size. This study not only maps the candidate interval of genes influencing fruit size in bottle gourd through forward genetics, but also offers new insights into the potential molecular mechanisms underlying this trait through transcriptome analysis.
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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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  • 文章类型: Journal Article
    果实长度(FL)是影响果实产量和外观的重要经济性状。南瓜(CucurbitamoschataDuch)在果实长度上含有丰富的遗传变异。然而,南瓜果实长度差异的自然变化尚不清楚。在这项研究中,我们使用产生长果的KG1和产生短果的MBF作为亲本构建了F2分离种群,以鉴定果实长度的候选基因。通过批量分离分析(BSA-seq)和Kompetitive等位基因特异性PCR(KASP)方法的精细作图,我们在14号染色体上获得了一个与果实长度相关的50.77kb的候选区域。然后,基于序列变异,基因表达和启动子活性分析,我们确定了在该区域编码E3泛素连接酶的候选基因(CmoFL1)可能是果实长度变化的原因。CmoFL1启动子中的一个SNP变异改变了GT1的一致性,和DUAL-LUC分析显示,这种变异显着影响CmoFL1的启动子活性。RNA-seq分析表明,CmoFL1可能与细胞分裂过程相关,并负调控果实长度。总的来说,我们的工作确定了影响果实长度的重要等位基因,并为未来南瓜育种提供了一个操纵果实长度的靶基因。
    Fruit length (FL) is an important economical trait that affects fruit yield and appearance. Pumpkin (Cucurbita moschata Duch) contains a wealth genetic variation in fruit length. However, the natural variation underlying differences in pumpkin fruit length remains unclear. In this study, we constructed a F2 segregate population using KG1 producing long fruit and MBF producing short fruit as parents to identify the candidate gene for fruit length. By bulked segregant analysis (BSA-seq) and Kompetitive Allele-Specific PCR (KASP) approach of fine mapping, we obtained a 50.77 kb candidate region on chromosome 14 associated with the fruit length. Then, based on sequence variation, gene expression and promoter activity analyses, we identified a candidate gene (CmoFL1) encoding E3 ubiquitin ligase in this region may account for the variation of fruit length. One SNP variation in promoter of CmoFL1 changed the GT1CONSENSUS, and DUAL-LUC assay revealed that this variation significantly affected the promoter activity of CmoFL1. RNA-seq analysis indicated that CmoFL1 might associated with the cell division process and negatively regulate fruit length. Collectively, our work identifies an important allelic affecting fruit length, and provides a target gene manipulating fruit length in future pumpkin breeding.
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  • 文章类型: Journal Article
    朝鲜蓟(Cynaracardunculusvar。scolymus;2n=2x=34)是一种因未成熟花头而消耗的粮食作物。传统上,地球朝鲜蓟品种是营养繁殖的。然而,种子繁殖使得可以将作物视为一年生作物,提高田间统一性,降低农民成本,以及病原体扩散。尽管全球朝鲜蓟具有重要的农业价值和杂种优势在优良品种发展中的关键作用,如果没有用于大规模工业种子生产的可靠系统,杂种的生产仍然具有挑战性。雄性不育(MS)为通过简化杂交过程和实现成本有效的种子生产克服这些挑战提供了有希望的途径。然而,在Cynara属中,基因雄性不育与洋蓟中的三个隐性基因座有关,迄今尚未阐明明确的遗传机制。250个后代F2人口,源自MS球形朝鲜蓟和雄性可育(MF)栽培的cardoon之间的杂交(C.cardunculusvar.altilis)并拟合单基因偏析模型(3:1),通过BSA-SEQ分析,旨在鉴定影响雄性不育的基因组区域/基因。在染色体4、12和14上鉴定了四个QTL区域。通过分析14号染色体上最高挑线周围的序列,鉴定出细胞色素P450(CYP703A2),携带固定在雄性不育亲本中的有害替换(R/Q)。围绕这个SNP开发了一个dCAPS标记,允许区分人群中的MS和MF基因型,适用于植物育种程序中的应用。通过同源性建模生成蛋白质的3D模型,揭示突变的氨基酸是对蛋白质折叠至关重要的高度保守基序的一部分。
    Globe artichoke (Cynara cardunculus var. scolymus; 2n = 2x = 34) is a food crop consumed for its immature flower heads. Traditionally, globe artichoke varietal types are vegetatively propagated. However, seed propagation makes it possible to treat the crop as annual, increasing field uniformity and reducing farmers costs, as well as pathogens diffusion. Despite globe artichoke\'s significant agricultural value and the critical role of heterosis in the development of superior varieties, the production of hybrids remains challenging without a reliable system for large-scale industrial seed production. Male sterility (MS) presents a promising avenue for overcoming these challenges by simplifying the hybridization process and enabling cost-effective seed production. However, within the Cynara genus, genic male sterility has been linked to three recessive loci in globe artichoke, with no definitive genetic mechanism elucidated to date. A 250 offsprings F2 population, derived from a cross between a MS globe artichoke and a male fertile (MF) cultivated cardoon (C. cardunculus var. altilis) and fitting a monogenic segregation model (3:1), was analyzed through BSA-seq, aiming at the identification of genomic regions/genes affecting male sterility. Four QTL regions were identified on chromosomes 4, 12, and 14. By analyzing the sequence around the highest pick on chromosome 14, a cytochrome P450 (CYP703A2) was identified, carrying a deleterious substitution (R/Q) fixed in the male sterile parent. A single dCAPS marker was developed around this SNP, allowing the discrimination between MS and MF genotypes within the population, suitable for applications in plant breeding programs. A 3D model of the protein was generated by homology modeling, revealing that the mutated amino acid is part of a highly conserved motif crucial for protein folding.
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  • 文章类型: Journal Article
    土壤传播的病原体油菜疟原虫是根茎的病原体,大白菜的主要疾病(芸苔属油菜。pekinensis)。宿主的抗性基因通常仅赋予对特定致病型的免疫力,并且可以迅速克服。从种质来源中鉴定新型根肿病抗性(CR)是必要的。在这项研究中,通过与不同的高度易感的B.rapa材料杂交来测试Bap246,并显示出对根茎的隐性抗性。来自Bap246×Bac1344的F2种群用于通过批量分离物分析测序(BSA-Seq)和QTL作图方法定位抗性定量性状基因座(QTL)。在染色体A01(4.67-6.06Mb)和A08(10.42-11.43Mb)上发现了两个QTL,分别命名为Cr4Ba1.1和Cr4Ba8.1。使用15个和11个SNP/InDel标记将较大的F2群体中的目标区域缩小到4.67-5.17Mb(A01)和10.70-10.84Mb(A08),有85个和19个候选基因,分别。两个QTL的表型解释变异(PVE)分别为30.97%和8.65%,分别。结合基因注释,突变位点分析,实时定量聚合酶链反应(qRT-PCR)分析,确定了A08中的一个候选基因,即Bra020861。并基于该基因序列开发了名为Crr1-196的插入和缺失(InDel)标记(共分离)。A01中的Bra013275,Bra013299,Bra013336,Bra013339,Bra013341和Bra013357是可能赋予大白菜根茎抗性的候选基因。抗性资源和开发的标记将对芸苔属育种计划有所帮助。
    The soil-borne pathogen Plasmodiophora brassicae is the causal agent of clubroot, a major disease in Chinese cabbage (Brassica rapa ssp. pekinensis). The host\'s resistance genes often confer immunity to only specific pathotypes and may be rapidly overcome. Identification of novel clubroot resistance (CR) from germplasm sources is necessary. In this study, Bap246 was tested by being crossed with different highly susceptible B. rapa materials and showed recessive resistance to clubroot. An F2 population derived from Bap246 × Bac1344 was used to locate the resistance Quantitative Trait Loci (QTL) by Bulk Segregant Analysis Sequencing (BSA-Seq) and QTL mapping methods. Two QTL on chromosomes A01 (4.67-6.06 Mb) and A08 (10.42-11.43 Mb) were found and named Cr4Ba1.1 and Cr4Ba8.1, respectively. Fifteen and eleven SNP/InDel markers were used to narrow the target regions in the larger F2 population to 4.67-5.17 Mb (A01) and 10.70-10.84 Mb (A08), with 85 and 19 candidate genes, respectively. The phenotypic variation explained (PVE) of the two QTL were 30.97% and 8.65%, respectively. Combined with gene annotation, mutation site analysis, and real-time quantitative polymerase chain reaction (qRT-PCR) analysis, one candidate gene in A08 was identified, namely Bra020861. And an insertion and deletion (InDel) marker (co-segregated) named Crr1-196 was developed based on the gene sequence. Bra013275, Bra013299, Bra013336, Bra013339, Bra013341, and Bra013357 in A01 were the candidate genes that may confer clubroot resistance in Chinese cabbage. The resistance resource and the developed marker will be helpful in Brassica breeding programs.
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  • 文章类型: Journal Article
    果皮颜色是一种突出的农艺性状,对消费者和育种者的偏好产生重大影响。遗传分析表明,苦瓜的果皮颜色是一个数量性状。然而,苦瓜这种特性的潜在机制仍然未知。在本研究中,我们采用了大量的分离分析(BSA)来鉴定负责苦瓜果皮颜色的候选基因(特别是,由B07(深绿色果皮)和A06(白色果皮)杂交产生的F2分离种群中的深绿色与白色)。通过基因组变异,遗传作图,和表达分析,我们确定了一个名为McPRR2的候选基因,它是由LOC111023472编码的拟南芥假反应调节因子2(APRR2)的同源物。两个亲本系之间的候选基因的序列比对揭示了在LOC111023472的编码区中的15bp核苷酸插入,导致过早的终止密码子并可能导致功能丧失突变。qRT-PCR分析表明,与A06相比,McPRR2在B07中的表达明显更高,并且主要在未成熟果皮中表达。此外,在番茄中过表达McPRR2可以通过增加叶绿素含量来增强未成熟果皮的绿色。因此,McPRR2是通过影响叶绿素积累来调节苦瓜果皮颜色的强大候选基因。最后,我们开发了一种与果皮颜色相关的分子标记,能够鉴定育种群体中的基因型。这些发现为苦瓜果皮颜色的遗传改良提供了有价值的见解。
    Pericarp color is a prominent agronomic trait that exerts a significant impact on consumer and breeder preferences. Genetic analysis has revealed that the pericarp color of bitter gourd is a quantitative trait. However, the underlying mechanism for this trait in bitter gourd remains largely unknown. In the present study, we employed bulked segregant analysis (BSA) to identify the candidate genes responsible for bitter gourd pericarp color (specifically, dark green versus white) within F2 segregation populations resulting from the crossing of B07 (dark green pericarp) and A06 (white pericarp). Through genomic variation, genetic mapping, and expression analysis, we identified a candidate gene named McPRR2, which was a homolog of Arabidopsis pseudo response regulator 2 (APRR2) encoded by LOC111023472. Sequence alignment of the candidate gene between the two parental lines revealed a 15-bp nucleotide insertion in the coding region of LOC111023472, leading to a premature stop codon and potentially causing a loss-of-function mutation. qRT-PCR analysis demonstrated that the expression of McPRR2 was significantly higher in B07 compared to A06, and it was primarily expressed in the immature fruit pericarp. Moreover, overexpression of McPRR2 in tomato could enhance the green color of immature fruit pericarp by increasing the chlorophyll content. Consequently, McPRR2 emerged as a strong candidate gene regulating the bitter gourd pericarp color by influencing chlorophyll accumulation. Finally, we developed a molecular marker linked to pericarp color, enabling the identification of genotypes in breeding populations. These findings provided valuable insights into the genetic improvement of bitter gourd pericarp color.
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  • 文章类型: Journal Article
    分枝角是决定油菜(甘蓝型油菜)种植密度和单位面积产量的重要性状。然而,油菜籽分枝角形成的机理尚不清楚。
    在这项研究中,使用两个具有极端分支角的油菜种质来构建F2分离种群;然后利用大分离分析测序(BSA-seq)和数量性状基因座(QTL)定位来定位分支相关基因座,并结合转录组测序(RNA-seq)和定量实时PCR(qPCR)进行候选基因挖掘。
    通过结合BSA-seq和传统的QTL定位,将分支角度相关的数量性状基因座(QTL)定位在C3染色体(C3:1.54-2.65Mb)上。鉴定出总共54个基因在QTL间隔内具有SNP/Indel变体。Further,两个亲本的RNA-seq显示,54个基因中有12个在两个亲本之间差异表达。最后,我们使用qPCR进一步验证了差异表达基因,发现其中六个在所有小分支角和大分支角样本中呈现一致的差异表达,因此被认为是与油菜分枝角度相关的候选基因。我们的结果引入了新的候选基因,用于调节油菜的分支角形成,为后续探索其形成机理提供重要参考。
    UNASSIGNED: Branching angle is an essential trait in determining the planting density of rapeseed (Brassica napus L.) and hence the yield per unit area. However, the mechanism of branching angle formation in rapeseed is not well understood.
    UNASSIGNED: In this study, two rapeseed germplasm with extreme branching angles were used to construct an F2 segregating population; then bulked segregant analysis sequencing (BSA-seq) and quantitative trait loci (QTL) mapping were utilized to localize branching anglerelated loci and combined with transcriptome sequencing (RNA-seq) and quantitative real-time PCR (qPCR) for candidate gene mining.
    UNASSIGNED: A branching angle-associated quantitative trait loci (QTL) was mapped on chromosome C3 (C3: 1.54-2.65 Mb) by combining BSA-seq as well as traditional QTL mapping. A total of 54 genes had SNP/Indel variants within the QTL interval were identified. Further, RNA-seq of the two parents revealed that 12 of the 54 genes were differentially expressed between the two parents. Finally, we further validated the differentially expressed genes using qPCR and found that six of them presented consistent differential expression in all small branching angle samples and large branching angles, and thus were considered as candidate genes related to branching angles in rapeseed. Our results introduce new candidate genes for the regulation of branching angle formation in rapeseed, and provide an important reference for the subsequent exploration of its formation mechanism.
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