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1.
Genetic analysis of resistance of plant introduction (PI) 438489B to soybean cyst nematode (SCN) have shown that this PI is highly resistant to many SCN HG types. However, validation of the previously detected quantitative trait loci (QTL) has not been done. In this study, 250 F2:3 progeny of a Magellan (susceptible) × PI 438489B (resistant) cross were used for primary genetic mapping to detect putative QTL for resistance to five SCN HG types. QTL confirmation study was subsequently conducted using F6:7 recombinant inbred lines (RILs) derived from the same cross. Simple sequence repeat (SSR) and single nucleotide polymorphism (SNP) markers were employed for molecular genotyping. Interval mapping (IM), permutation tests, cofactor selection, and composite interval mapping (CIM) were performed to identify and map QTL. Results showed that five QTL intervals were associated with resistance to either multiple- or single-HG types of SCN. Among these, two major QTL for resistance to multiple-SCN HG types were mapped to chromosomes (Chr.) 8 and 18, consistent with the known rhg1 and Rhg4 locations. The other QTL were mapped to Chr. 4. The results of our study confirmed earlier reported SCN resistance QTL in this PI. Moreover, SSR and SNP molecular markers tightly linked to these QTL can be useful for the near-isogenic lines (NILs) development aiming to fine-mapping of these QTL regions and map-based cloning of SCN resistance candidate genes.  相似文献   

2.
Increased labor costs and reduced labor pools for hop production necessitate the development of strategies that improve efficiency and automation of hop production. One solution for reducing labor inputs is the use of “short-trellis” hop varieties. Unfortunately, little information exists on the genetic control of this trait in hop, and there are no known molecular markers available for selection. This preliminary study was enacted to identify QTLs associated with expression of short-stature growth phenotype using SNPs identified within genome-assembled scaffolds. A bi-parental mapping population of 87 offspring was obtained from the cross, “Pioneer × 25/95/15”. Genotyping-by-sequencing was performed on parents and offspring. SNPs were identified using TASSEL v3.0 with either ‘Teamaker’ reference genome or ‘Shinsuwase’ genome. The genetic map derived from ‘Teamaker’ SNPs was far superior and was used for all further analysis. QTL analysis identified eight QTLs linked to short stature with five showing strong statistical association based upon three different statistical analyses. All eight QTLs were found on linkage group one. Evaluation of scaffolds containing SNP markers located at or surrounding QTL regions (±1 cM) identified 67 putative genes—several of which are known structural genes. A genome-wide scan of SNP markers identified an additional marker found on a scaffold containing a putative gene (Aspartyl protease family protein) known to induce dwarf characteristics in other species. Further validation of significantly associated markers on different populations is necessary prior to implementation in marker-assisted selection.  相似文献   

3.
G. Chen    J. Chong    S. Prashar    J. D. Procunier 《Plant Breeding》2007,126(4):379-384
Crown rust caused by Puccinia coronata f. sp. avenae Eriks is a serious problem for oat production worldwide and pyramiding multiple resistance genes into new cultivars is a key objective of breeders. Many race specific resistance genes have been mapped and markers that are closely linked to them have been identified. However, the use of these markers in oat breeding practice has been limited due to the economics of marker assisted selection (MAS) deployment. Single nucleotide polymorphism (SNP) markers have been demonstrated to have a high-throughput capability with relatively low cost and numerous semi-automated SNP scoring platforms exist. Gene Pc94 has remained highly effective since it was first tested on the Canadian crown rust populations in 1993 and is one of the few effective genes available in Western Canada. In the present study, PCR products were amplified using primers derived from sequences of amplified fragment length polymorphism bands which have been shown to be linked to Pc94 . Genomic DNA from genotypes, with and without the Pc94 gene, were used as the PCR templates. By comparative sequence alignment amongst the PCR fragments, many putative SNP sites were identified. From these sites, four SNP sites were selected and validated by the single base extension method. One SNP site, Pc94 -SNP1a, was tested on two F2:3 populations segregating for the resistance gene. The map distances between the SNP marker and Pc94 were 2.1 and 5.4 cM in the two different populations. Various oat cultivars and germplasm lines were also tested for a wider application of the SNP marker. Fluorescent technology and capillary electrophoresis allowed for the semi-automated, fairly high-throughput scoring of the SNP markers.  相似文献   

4.
Chickpea genetic mapping has been hampered by insufficient amplicon length polymorphism for sequence based markers. To develop an alternative source of polymorphic markers, we determined naturally abundant single nucleotide polymorphism (SNP) in coding and genomic regions between FLIP 84-92C (C. arietinum) and PI 599072 (C. reticulatum) and identified an inexpensive method to detect SNP for mapping. In coding sequences, 110 single base changes or substitutions (47% transitions and 53% transversions) and 18 indels were found; while 50 single base changes (68% transitions and 33% transversions) and eight indels were observed in genomic sequences. SNP frequency in coding and genomic regions was 1 in 66 bp and 1 in 71 bp, respectively. In order to effectively use this high frequency of polymorphism, we used Cleaved Amplified Polymorphic Site (CAPS) and derived CAPS (dCAPS) marker systems to identify a restriction site at SNP loci. In this study, we developed six CAPS and dCAPS markers and fine mapped QTL1, a region previously identified as important for ascochyta blight resistance. One of the CAPS markers from a BAC end was identified to account for 56% of the variation for ascochyta blight resistance in chickpea. Conversion of naturally abundant SNPs to CAPS and dCAPS for chickpea mapping, where absence of amplicon length polymorphism is a constraint, has potential to generate high-density maps necessary for map-based cloning and integration of physical and genetic maps.  相似文献   

5.
Leaf architecture traits in maize are quantitative and have been studied by quantitative trait loci (QTLs) mapping. However, additional QTLs for these traits require mapping and the interactions between mapped QTLs require studying because of the complicated genetic nature of these traits. To detect common QTLs and to find new ones, we investigated the maize traits of leaf angle, leaf flagging‐point length, leaf length and leaf orientation value using a set of recombinant inbred line populations and single nucleotide polymorphism markers. In total, 19 QTLs contributed 4.13–13.52% of the phenotypic effects to the corresponding traits that were mapped, and their candidate genes are provided. Common and major QTLs have also been detected. All of the QTLs showed significant additive effects and non‐significant additive × environment effects in combined environments. The majority showed additive × additive epistasis effects and non‐significant QTL × environment effects under single environments. Common and major QTLs provided information for fine mapping and gene cloning, and SNP markers can be used for marker‐assisted selection breeding.  相似文献   

6.
玉米行粒数的全基因组关联分析   总被引:2,自引:0,他引:2  
吴律  代力强  董青松  施婷婷  王丕武 《作物学报》2017,43(10):1559-1564
行粒数是玉米重要的产量构成性状之一,对其遗传机理进行深入研究具有重要的理论和现实意义。本研究以吉林省80份核心玉米自交系作为关联群体,于2014年和2015年分别在吉林省长春和梅河口进行行粒数测定。同时利用第2代测序技术对关联群体进行全基因组重测序,获得的SNP标记用于后续分析。结果显示,不同环境下玉米行粒数表型性状变异范围在12.0~41.6之间,遗传力为36.4%。关联分析结果共得到19个与玉米行粒数显著关联的SNP标记,其中位于染色体框2.04和3.08的两个标记在2015年长春和梅河口均被检测到,14个SNP标记位于前人已定位到的QTL置信区间内。在显著性SNP标记的连锁不平衡区域内挖掘出4个候选基因,分别预测编码泛素化目标受体蛋白、金属依赖性磷酸水解酶、重金属转运/解毒蛋白及一个无特征功能的假定蛋白,可能与玉米行粒数的发育形成密切相关。  相似文献   

7.
8.
The genome locations of the wound-response genes that were expressedduring the post-harvest physiological deterioration (PPD) of cassava, suchas phenylalanine ammonia lyase, -1.3 glucanase, hydroxyprolinerich glycoprotein, catalase, 1-aminocyclopropane 1-carboxylate, cysteineprotease inhibitor, aspartic protease, a partial cDNA for serine/threonineprotein kinase and peroxidase, have been identified on the frameworkmolecular genetic map of cassava. Also, molecular markers linked toputative quantitative trait loci (QTLs) influencing PPD of cassava weremapped using an F1mapping population derived from elite parentallines (TMS 30572 × cm 2177-2). A molecular linkage map previouslyconstructed based on the segregation of 240 RFLP, 100 RAPD, 85microsatellite and five isoenzyme markers on 144 F1 individuals wasused for the QTL mapping.A set of 10 molecular markers with a significant association with putativeQTLs for PPD were identified based on probability values < 0.005in order to minimize the detection of false positives. Based on single-markerregression, eight putative QTLs located on the linkage groups G, P, L, U,and X of the female-derived framework map were found to explain between 5–12% of the phenotypic variance of the PPD. In the male-derived frameworkmap, two putative QTLs on linkage groups C and L explained 13% and11% of this variance, respectively. This study thus identified the majorgenome regions of cassava related to physiological post-harvestdeterioration, thereby providing tools for the identification of gene(s)controlling this trait.  相似文献   

9.
Several leaf traits of soybean (Glycine max L. Merr.), including leaf area (LA), leaf shape (LS) and specific leaf weight (SLW) may be related to soybean yield. The objective of this study was to identify novel quantitative trait loci (QTL) for LA, LS and SLW in a recombinant inbred line (RIL) population. The phenotype data were collected in 2011 and 2012 for 93 F7:10 RILs using a randomized complete block design with 2 replicates each year. Five hundred and sixteen single‐nucleotide polymorphism (SNP) markers and the phenotype data were used to detect QTL using single marker analysis (SMA) and composite interval mapping (CIM). Single markers analysis identified 26 QTL for the three traits, of which 17 were novel and the rests were previously reported QTL. Most of these QTL were also identified by CIM. Most QTL reported in this study were in close proximity (<1 cM) of one or more SNP markers. These publicly available SNP markers with close linkage to LA, LS and SLW should be useful for marker‐assisted breeding for these traits.  相似文献   

10.
Lacking of reference genome sequence for the development of stable molecular markers for specific chromosomes (intervals) remains to be a challenge in cotton, which was a necessary step in fine mapping of gene (QTL). In this study, the feasibility of development of single‐nucleotide polymorphism (SNP) markers between CS‐B14Sh (a substitution line for short arm of Chromosome 14) and TM‐1 (the recurrent parent) was explored using next‐generation sequencing (NGS) based on reduced representation libraries (RRLs). High‐quality genome sequences, representing about 7.1%, 8.8% and 10.4% of the tetraploid cotton genome, were generated for TM‐1, 3‐79 (the donor parent) and CS‐B14Sh, respectively. A total of 397 putative SNP markers were detected between CS‐B14Sh and TM‐1, and most (358) of them were also detected between TM‐1 and 3‐79. Allele‐specific PCR method was used for validation of 40 SNP markers, and 27 of them showed polymorphism between TM‐1 and CS‐B14Sh, and a linkage group comprising of 25 SNP markers and five SSR markers was constructed. The order of SNP markers agreed well with the position of them on Chr05 of D genome, which further approved the truth of SNPs detected. The results suggested that the development of SNP markers in specific genome region using NGS was efficient in substitution or near‐isogenic lines.  相似文献   

11.
The greenbug, Schizaphis graminum (Rondani) is an extremely damaging aphid pest of barley (Hordeum vulgare L.) particularly in the southern Great Plains of the USA. The simply inherited, dominant resistance gene Rsg1 is in all greenbug‐resistant US barley cultivars. In this study, we conducted molecular mapping of Rsg1 using an F2:3 population derived from a cross between the greenbug‐resistant Post 90*4/R015 and susceptible CI2260 inbred lines. Segregation of host responses to greenbug biotype E infestation confirmed that a single dominant gene is responsible for greenbug resistance in Post 90*4/R015. Simple sequence repeat (SSR) markers evenly distributed along the seven barley chromosomes were employed for the construction of a framework genetic map. Linkage analysis placed the Rsg1 locus in the long arm of chromosome 3H (3HL) flanked by SSR markers Bmag0877 and GBM1420 that were 35 cM apart. Polymorphic single‐nucleotide polymorphism (SNP) markers in 3HL were identified from an Illumina GoldenGate SNP assay and used for targeted mapping to locate Rsg1 to an 8.4‐cM interval. Comparative analysis identified syntenic genomic regions in Brachypodium distachyon chromosome 2, in which 37 putative genes were annotated including a NB‐LRR‐type resistance gene homologue that may be a potential candidate gene for the Rsg1 locus of barley. Results from this study offer a starting point for fine mapping and cloning of this aphid resistance gene in barley.  相似文献   

12.
玉米抗丝黑穗病QTL分析   总被引:13,自引:1,他引:12  
以Mo17(抗)×黄早四(感)的F2分离群体(191个单株)为作图群体,构建了含有84个SSR位点和48个AFLP位点的遗传连锁图谱,全长1 542.9 cM,平均图距11.7 cM。在吉林省公主岭和黑龙江省哈尔滨2个地点通过人工接种方法对184个相应的F3家系(缺失7个)进行抗病鉴定。采用复合区间作图法对抗丝黑穗病数量性状位点(QTL)进行定位及遗传效应分析。在吉林公主岭地区检测到5个QTL,分别位于第1、2、3、8、9染色体上,解释的表型方差为10.0%~16.3%。在黑龙江哈尔滨地区也检测到5个QTL,分别位于第1、2、3、4、7染色体上,解释的表型方差为4.6%~13.4%。比较分析发现,两地一致在第2、3染色体上各检测到1个QTL,其中第2染色体上的表现为超显性效应,第3染色体上的表现为加性效应。研究结果为玉米抗丝黑穗病种质改良提供了重要信息。  相似文献   

13.
Drought stress is a major abiotic constraint limiting crop production worldwide. Screening for drought tolerance and the traits that enhance drought tolerance is not straightforward in large mapping populations. In this study, we investigated the possibility of screening a mapping population in vitro for PEG-induced water deficit stress and recovery potential. We have measured several shoot and root growth parameters or traits in the C × E diploid potato mapping population. Significant variation was observed for genotype-specific responses to water deficit and recovery potential. Genetic variation and heritability estimates were high to very high for the measured traits depending on growth conditions. In order to identify potato QTLs for drought tolerance and recovery potential an SNP marker-rich integrated linkage map was used. A total of 23 QTLs were detected under control, stress and recovery treatments explaining 10.3–22.4% of the variance for each phenotypic trait. Among these, 10 QTLs were located on chromosome 2. Three QTLs involved in the important trait root to shoot ratio were identified on linkage groups 2, 3 and 8. These loci explained together 41.1% of the variance for this trait, and may be breeding targets for stress tolerance and yield in the field as well. The SNP markers derived from EST sequences underlying these QTLs led to the identification of putative candidate genes for further study in potato. This study constitutes the first knowledge of in vitro screening of a mapping population for drought tolerance in potato.  相似文献   

14.
Salinity is a common abiotic stress causing soybean [Glycine max (L.) Merr.] yield loss worldwide. The use of tolerant cultivars is an effective and economic approach to coping with this stress. Towards this, research is needed to identify salt‐tolerant germplasm and better understand the genetic and molecular basis of salt tolerance in soybean. The objectives of this study were to identify salt‐tolerant genotypes, to search for single‐nucleotide polymorphisms (SNPs) and QTLs associated with salt tolerance. A total of 192 diverse soybean lines and cultivars were screened for salt tolerance in the glasshouse based on visual leaf scorch scores after 15–18 days of 120 mM NaCl stress. These genotypes were further genotyped using the SoySNP50K iSelect BeadChip. Genomewide association mapping showed that 62 SNP markers representing six genomic regions on chromosomes (Chr.) 2, 3, 5, 6, 8 and 18, respectively, were significantly associated with salt tolerance (p < 0.001). A total of 52 SNP markers on Chr. 3 are mapped at or near the major salt tolerance QTL previously identified in S‐100 (Lee et al., 2014). Three SNPs on Chr. 18 map near the salt tolerance QTL previously identified in Nannong1138‐2 (Chen, Cui, Fu, Gai, & Yu, 2008). The other significant SNPs represent four putative minor QTLs for salt tolerance, newly identified in this study. The results above lay the foundation for fine mapping, cloning and molecular breeding for soybean salt tolerance.  相似文献   

15.
Association analysis studies can be used to test for associations between molecular markers and quantitative trait loci (QTL). In this study, a genome-wide scan was performed using 150 simple sequence repeat (SSR) markers to identify QTL associated with seed protein content in soybean. The initial mapping population consisted of two subpopulations of 48 germplasm accessions each, with high or low protein levels based on data from the USDA’s Germplasm Resources Information Network website. Intrachromosomal LD extended up to 50 cM with r 2 > 0.1 and 10 cM with r 2 > 0.2 across the accessions. An association map consisting of 150 markers was constructed on the basis of differences in allele frequency distributions between the two subpopulations. Eleven putative QTL were identified on the basis of highly significant markers. Nine of these are in regions where protein QTL have been mapped, but the genomic regions containing Satt431 on LG J and Satt551 on LG M have not been reported in previous linkage mapping studies. Furthermore, these new putative protein QTL do not map near any QTL known to affect maturity. Since biased population structure was known to exist in the original association analysis population, association analyses were also conducted on two similar but independent confirmation populations. Satt431 and Satt551 were also significant in those analyses. These results suggest that our association analysis approach could be a useful alternative to linkage mapping for the identification of unreported regions of the soybean genome containing putative QTL.  相似文献   

16.
Stachyose is an unfavorable sugar in soybean meal that causes flatulence for non‐ruminant animals. Understanding the genetic control of stachyose in soybean will facilitate the modification of stachyose content at the molecular level. The objective of this study was to identify quantitative trait loci (QTL) associated with seed stachyose content using simple sequence repeat (SSR) and single nucleotide polymorphism (SNP) markers. A normal stachyose cultivar, ‘Osage’, was crossed with a low stachyose line, V99‐5089, to develop a QTL mapping population. Two parents were screened with 33 SSR and 37 SNP markers randomly distributed on chromosome 10, and 20 SSR and 19 SNP markers surrounding a previously reported stachyose QTL region on chromosome 11. Of these, 5 SSR and 16 SNP markers were used to screen the F3:4 lines derived from ‘Osage’ x V99‐5089. Seed samples from F3:5 and F3:6 lines were analyzed for stachyose content using high‐performance liquid chromatography (HPLC). Composite interval mapping analysis indicated that two stachyose QTL were mapped to chromosome 10 and 11, explaining 11% and 79% of phenotypic variation for stachyose content, respectively. The SSR/SNP markers linked to stachyose QTL could be used in breeding soybean lines with desired stachyose contents. Chi‐square tests further indicated that these two QTL probably represent two independent genes for stachyose content. Therefore, a major QTL was confirmed on chromosome 11 and a novel QTL was found on chromosome 10 for stachyose content.  相似文献   

17.
一个FIF1基因的SNP及定位研究   总被引:4,自引:0,他引:4  
分子标记辅助选择逐步成为植物育种的重要方法。然而需要更多的实用的分子标记,尤其是与重要农艺性状紧密连锁的标记。目前,许许多多的方法已经应用到棉花结构基因组的标记开发,但是棉花SNP标记鲜见报道。FIF1基因是棉纤维优势表达的一个基因,研究证明它在棉纤维的发育过程中起着很重要的调控作用。根据已发表的亚洲棉FIF  相似文献   

18.
Hop with powdery mildew [HPM: caused by Podosphaera macularis (Wallr.) U. Braun & S. Takam.] results in significant losses in hop production by reducing yield and quality. One means of increasing yield and quality is the production of resistant hop lines. Breeding for resistance can be significantly improved and accelerated by use of marker-assisted selection. The objective of this preliminary study was to identify QTLs and markers for genetic resistance to HPM. A bi-parental mapping population between the resistant line “Newport” and susceptible line ‘21110M’. Phenotypic data was scored under controlled greenhouse conditions. Significant differences among offspring were observed and disease resistance did not follow a distinct binomial distribution, suggesting quantitative genetic control. Genotyping-by-sequencing resulted in approximately 375 K SNP markers, which were filtered down to 2263 markers mapped to 10 linkage groups. Interval Mapping identified four QTLs with one on linkage group 1 and three located on linkage group 6. Composite interval mapping identified three QTLs, all located on linkage group 6. Mixed linear models identified 15 markers associated with expression of resistance to HPM. Three of these 15 SNPs were also identified in QTL-CIM analysis. Evaluation of the scaffolds containing the significant SNP markers identified seven putative genes—several of which appear involved in disease resistance in other plant species. The SNP markers identified in this study still require validation in unrelated populations prior to implementation in breeding programs.  相似文献   

19.
Photoacclimation (PA) and freezing tolerance (FT) have been identified as closely related traits, due to common mechanisms of environmental control. In this study, diversity array technology (DArT) was used for identification of the quantitative trait loci (QTL) of FT and PA in winter barley. Simple sequence repeat (SSR) and single nucleotide polymorphism (SNP) markers were subsequently used to saturate QTL regions. Two F2 mapping populations were created, for two‐rowed (P44) and six‐rowed barley (CaP). Different regions of the genome were responsible for differences in traits between parents in these two populations. Eleven QTLs were identified in the P44 population, including five typical for FT and PA, on chromosomes 2H, 3H and 7H. In the CaP population, only one QTL connected with PA and 10 connected with FT were found on all chromosomes except 2H. Our results demonstrate that different sets of markers should be applied in marker‐assisted selection for FT in two‐ and six‐rowed barley, as several loci determine FT at the level of biparental crosses.  相似文献   

20.
棉花单核苷酸多态性标记研究进展   总被引:1,自引:0,他引:1  
单核苷酸多态性标记已在农作物研究中得到广泛应用并取得重大进展。为了便利棉花SNP(Single nucleotide polymorphism)标记的研究和应用,介绍了利用基因芯片、简化基因组测序、重测序等在棉花中开发SNP标记的方法 ,综述了SNP标记在棉花遗传图谱构建、数量位点的定位和分子标记辅助育种、基因组测序以及系统进化等研究中的应用。并对异源四倍体棉花中SNP标记开发时,同源序列位点和部分同源序列位点上的SNP标记辨别问题进行了系统探讨,对其快捷的开发、检测方式和在数量基因定位中的应用前景进行了展望。  相似文献   

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