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1.
Leaf hydraulic conductance varies with vein anatomy across Arabidopsis thaliana wild‐type and leaf vein mutants
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Marissa A. Caringella Franca J. Bongers Lawren Sack 《Plant, cell & environment》2015,38(12):2735-2746
Leaf venation is diverse across plant species and has practical applications from paleobotany to modern agriculture. However, the impact of vein traits on plant performance has not yet been tested in a model system such as Arabidopsis thaliana. Previous studies analysed cotyledons of A. thaliana vein mutants and identified visible differences in their vein systems from the wild type (WT). We measured leaf hydraulic conductance (Kleaf), vein traits, and xylem and mesophyll anatomy for A. thaliana WT (Col‐0) and four vein mutants (dot3‐111 and dot3‐134, and cvp1‐3 and cvp2‐1). Mutant true leaves did not possess the qualitative venation anomalies previously shown in the cotyledons, but varied quantitatively in vein traits and leaf anatomy across genotypes. The WT had significantly higher mean Kleaf. Across all genotypes, there was a strong correlation of Kleaf with traits related to hydraulic conductance across the bundle sheath, as influenced by the number and radial diameter of bundle sheath cells and vein length per area. These findings support the hypothesis that vein traits influence Kleaf, indicating the usefulness of this mutant system for testing theory that was primarily established comparatively across species, and supports a strong role for the bundle sheath in influencing Kleaf. 相似文献
2.
Chunhui Li Yongxiang Li Yunsu Shi Yanchun Song Dengfeng Zhang Edward S. Buckler Zhiwu Zhang Tianyu Wang Yu Li 《PloS one》2015,10(3)
Plant architecture is a key factor for high productivity maize because ideal plant architecture with an erect leaf angle and optimum leaf orientation value allow for more efficient light capture during photosynthesis and better wind circulation under dense planting conditions. To extend our understanding of the genetic mechanisms involved in leaf-related traits, three connected recombination inbred line (RIL) populations including 538 RILs were genotyped by genotyping-by-sequencing (GBS) method and phenotyped for the leaf angle and related traits in six environments. We conducted single population quantitative trait locus (QTL) mapping and joint linkage analysis based on high-density recombination bin maps constructed from GBS genotype data. A total of 45 QTLs with phenotypic effects ranging from 1.2% to 29.2% were detected for four leaf architecture traits by using joint linkage mapping across the three populations. All the QTLs identified for each trait could explain approximately 60% of the phenotypic variance. Four QTLs were located on small genomic regions where candidate genes were found. Genomic predictions from a genomic best linear unbiased prediction (GBLUP) model explained 45±9% to 68±8% of the variation in the remaining RILs for the four traits. These results extend our understanding of the genetics of leaf traits and can be used in genomic prediction to accelerate plant architecture improvement. 相似文献
3.
Quantitative trait loci and candidate genes underlying genotype by environment interaction in the response of Arabidopsis thaliana to drought
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MOHAMED EL‐SODA WILLEM KRUIJER MARCOS MALOSETTI MAARTEN KOORNNEEF MARK G. M. AARTS 《Plant, cell & environment》2015,38(3):585-599
Drought stress was imposed on two sets of Arabidopsis thaliana genotypes grown in sand under short‐day conditions and analysed for several shoot and root growth traits. The response to drought was assessed for quantitative trait locus (QTL) mapping in a genetically diverse set of Arabidopsis accessions using genome‐wide association (GWA) mapping, and conventional linkage analysis of a recombinant inbred line (RIL) population. Results showed significant genotype by environment interaction (G×E) for all traits in response to different watering regimes. For the RIL population, the observed G×E was reflected in 17 QTL by environment interactions (Q×E), while 17 additional QTLs were mapped not showing Q×E. GWA mapping identified 58 single nucleotide polymorphism (SNPs) associated with loci displaying Q×E and an additional 16 SNPs associated with loci not showing Q×E. Many candidate genes potentially underlying these loci were suggested. The genes for RPS3C and YLS7 were found to contain conserved amino acid differences when comparing Arabidopsis accessions with strongly contrasting drought response phenotypes, further supporting their candidacy. One of these candidate genes co‐located with a QTL mapped in the RIL population. 相似文献
4.
5.
Three interspecific crosses were developed using Cicer arietinum (ICC 4918) as the female parent and wild Cicer species [C. reticulatum - JM 2100, JM 2106 and C. echinospermum - ICCW 44] as the male parent. Cicer arietinum (ICC 4918) × C. reticulatum (JM 2100) cross produced the largest number of F2 plants and was chosen for linkage mapping using Random Amplified Polymorphic DNA (RAPD) primers. A partial linkage map was constructed based upon the segregation of 36 RAPD markers obtained by amplification using 35 primers. The linkage map consists of two linkage groups with 17 linked markers covering a total of 464.9 cM. Analyses also revealed association of three morphological traits with linked RAPD markers. Out of seven morphological traits tested for association with linked markers in the segregating plants, four Quantitative trait loci (QTL) were detected for the trait leaf length and three QTLs each for the traits leaf width and erect plant habit. 相似文献
6.
Linkage Disequilibrium Mapping of Morphological, Resistance, and Other Agronomically Relevant Traits in Modern Spring Barley Cultivars 总被引:6,自引:0,他引:6
A. T. W. Kraakman F. Martínez B. Mussiraliev F. A. van Eeuwijk R. E. Niks 《Molecular breeding : new strategies in plant improvement》2006,17(1):41-58
A set of 148 modern spring barley cultivars was explored for the extent of linkage disequilibrium (LD) between genes governing
traits and nearby marker alleles. Associations of agronomically relevant traits (days to heading, plant height), resistance
traits (leaf rust, barley yellow dwarf virus (BYD)), and morphological traits (rachilla hair length, lodicule size) with AFLP
markers and SSR markers were found. Known major genes and QTLs were confirmed, but also new putative QTLs were found. The
LD mapping clearly indicated the common occurrence of Rph3, a gene for hypersensitivity resistance against Puccinia hordei, and also confirmed the QTL Rphq2 for prolonging latency period of P. hordei in seedlings. We also found strong indication for a hitherto not reported gene for resistance or tolerance to BYD on chromosome
2, linked to SSR marker HVM054. Our conclusion is that LD mapping is a valuable additional tool in the search for applicable
marker associations with major genes and QTLs.
Electronic supplementary material Electronic supplementary material is available for this article at
and accessible for authorised users. 相似文献
7.
Looking into flowering time in almond (Prunus dulcis (Mill) D. A. Webb): the candidate gene approach
Silva C Garcia-Mas J Sánchez AM Arús P Oliveira MM 《TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik》2005,110(5):959-968
Blooming time is one of the most important agronomic traits in almond. Biochemical and molecular events underlying flowering regulation must be understood before methods to stimulate late flowering can be developed. Attempts to elucidate the genetic control of this process have led to the identification of a major gene (Lb) and quantitative trait loci (QTLs) linked to observed phenotypic differences, but although this gene and these QTLs have been placed on the Prunus reference genetic map, their sequences and specific functions remain unknown. The aim of our investigation was to associate these loci with known genes using a candidate gene approach. Two almond cDNAs and eight Prunus expressed sequence tags were selected as candidate genes (CGs) since their sequences were highly identical to those of flowering regulatory genes characterized in other species. The CGs were amplified from both parental lines of the mapping population using specific primers. Sequence comparison revealed DNA polymorphisms between the parental lines, mainly of the single nucleotide type. Polymorphisms were used to develop co-dominant cleaved amplified polymorphic sequence markers or length polymorphisms based on insertion/deletion events for mapping the candidate genes on the Prunus reference map. Ten candidate genes were assigned to six linkage groups in the Prunus genome. The positions of two of these were compatible with the regions where two QTLs for blooming time were detected. One additional candidate was localized close to the position of the Evergrowing gene, which determines a non-deciduous behaviour in peach. 相似文献
8.
Potential of a tomato MAGIC population to decipher the genetic control of quantitative traits and detect causal variants in the resequencing era
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Laura Pascual Nelly Desplat Bevan E. Huang Aurore Desgroux Laure Bruguier Jean‐Paul Bouchet Quang H. Le Betty Chauchard Philippe Verschave Mathilde Causse 《Plant biotechnology journal》2015,13(4):565-577
Identification of the polymorphisms controlling quantitative traits remains a challenge for plant geneticists. Multiparent advanced generation intercross (MAGIC) populations offer an alternative to traditional linkage or association mapping populations by increasing the precision of quantitative trait loci (QTL) mapping. Here, we present the first tomato MAGIC population and highlight its potential for the valorization of intraspecific variation, QTL mapping and causal polymorphism identification. The population was developed by crossing eight founder lines, selected to include a wide range of genetic diversity, whose genomes have been previously resequenced. We selected 1536 SNPs among the 4 million available to enhance haplotype prediction and recombination detection in the population. The linkage map obtained showed an 87% increase in recombination frequencies compared to biparental populations. The prediction of the haplotype origin was possible for 89% of the MAGIC line genomes, allowing QTL detection at the haplotype level. We grew the population in two greenhouse trials and detected QTLs for fruit weight. We mapped three stable QTLs and six specific of a location. Finally, we showed the potential of the MAGIC population when coupled with whole genome sequencing of founder lines to detect candidate SNPs underlying the QTLs. For a previously cloned QTL on chromosome 3, we used the predicted allelic effect of each founder and their genome sequences to select putative causal polymorphisms in the supporting interval. The number of candidate polymorphisms was reduced from 12 284 (in 800 genes) to 96 (in 54 genes), including the actual causal polymorphism. This population represents a new permanent resource for the tomato genetics community. 相似文献
9.
叶脉网络结构是叶脉系统在叶片里的分布和排列样式。早期叶脉网络结构研究主要集中在其分类学意义上; 近年来叶脉网络功能性状及其在植物水分利用上的意义已成为植物生态学研究的热点。该文介绍了叶脉网络功能性状的指标体系(包括叶脉密度、叶脉直径、叶脉之间的距离、叶脉闭合度等), 综述了叶脉网络功能性状与叶脉系统功能(包括水分、养分和光合产物等物质运输、机械支撑和虫害防御等)的关系, 叶脉网络功能性状与叶片其他功能性状(包括比叶重、叶寿命、光合速率、叶片大小、气孔密度等)的协同变异和权衡关系, 以及叶脉网络功能性状随环境因子(包括水分、温度、光照等)的变化规律等方面的最新研究进展。此外, 叶脉网络功能性状的研究成果也被应用于古环境重建、城市交通规划、流域规划及全球变化研究中。由于叶脉网络功能性状是环境因子与系统发育共同作用的结果, 未来开展分子—叶片—植物—生态系统等多尺度的叶脉网络功能性状研究, 理清叶脉网络功能性状与气孔失水—茎干导水—根系吸水等植物水分利用的关系, 将为预测植物及生态系统对全球变化的响应提供新的启示。 相似文献
10.
Genetic mapping of QTLs affecting tree growth and architecture in Populus: implication for ideotype breeding 总被引:4,自引:0,他引:4
R. L. Wu 《TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik》1998,96(3-4):447-457
A segregated F2 progeny derived from two highly divergent poplar species, Populus trichocarpa and P. deltoides, was used to evaluate the genetic basis of canopy structure and function in a clonally replicated plantation. The QTLs of
large effect on growth, branch, and leaf traits were identified using the Populus linkage map constructed by 343 molecular markers. Stem height and harvest index appeared to be under the control of few QTLs
with major effects, whereas variation in stem basal area, volume, and dry weight might be due to many more QTLs. Branch and
leaf traits on sylleptics tended to include more QTLs with major effects than those on proleptics. In the environment where
the pedigree was tested, sylleptics were very frequent in the P. trichocarpa parent but rare in the P. deltoides parent. For sylleptic traits for which two or more QTLs were identified, however, increases in the trait values were conditioned
not only by the P. trichocarpa alleles, but also by the P. deltoides alleles. Similar findings were found for traits on proleptics that were differently expressed between the two parents. For
both sylleptic and proleptic branch types, dominance (ranging from partial to over) was observed. The QTLs on specific linkage
groups were found to be responsible for relationships between stem growth and its developmental components. Similar QTL clustering
was also observed for morphological or developmental integration in poplar, i.e., traits with similar developmental origins
are more strongly correlated with one another than traits with different developmental origins. The implications of these
molecular genetic results for ideotype breeding of poplars are discussed.
Received: 15 July 1997/Accepted: 19 August 1997 相似文献
11.
For identification of genes responsible for varietal differences in flowering time and leaf morphological traits, we constructed a linkage map of Brassica rapa DNA markers including 170 EST-based markers, 12 SSR markers, and 59 BAC sequence-based markers, of which 151 are single nucleotide polymorphism (SNP) markers. By BLASTN, 223 markers were shown to have homologous regions in Arabidopsis thaliana, and these homologous loci covered nearly the whole genome of A. thaliana. Synteny analysis between B. rapa and A. thaliana revealed 33 large syntenic regions. Three quantitative trait loci (QTLs) for flowering time were detected. BrFLC1 and BrFLC2 were linked to the QTLs for bolting time, budding time, and flowering time. Three SNPs in the promoter, which may be the cause of low expression of BrFLC2 in the early-flowering parental line, were identified. For leaf lobe depth and leaf hairiness, one major QTL corresponding to a syntenic region containing GIBBERELLIN 20 OXIDASE 3 and one major QTL containing BrGL1, respectively, were detected. Analysis of nucleotide sequences and expression of these genes suggested possible involvement of these genes in leaf morphological traits. 相似文献
12.
Identifying quantitative trait loci and determining closely related stalk traits for rind penetrometer resistance in a high-oil maize population 总被引:4,自引:0,他引:4
Hu H Meng Y Wang H Liu H Chen S 《TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik》2012,124(8):1439-1447
Stalk lodging in maize causes annual yield losses between 5 and 20% worldwide. Many studies have indicated that maize stalk
strength significantly negatively correlates with lodging observed in the field. Rind penetrometer resistance (RPR) measurements
can be used to effectively evaluate maize stalk strength, but little is known about the genetic basis of this parameter. The
objective of this study was to explore a genetic model and detect quantitative trait loci (QTL) of RPR and determine relationships
between RPR and other stalk traits, especially cell wall chemical components. RPR is quantitative trait in nature, and both
additive and non-additive effects may be important to consider for the improvement of RPR. Nine additive-effect QTLs covering
nine chromosomes, except chromosome 5, and one pair of epistatic QTLs were detected for RPR. CeSA11 involved in cellulose synthesis and colorless2 involved in lignin synthesis were identified as possible candidate genes for RPR. Internode diameter (InD), fresh weight
of internode (FreW), dry weight of internode (DryW), fresh weight and dry weight as well as cell wall components per unit
volume significantly positively correlated with RPR. The internode water content (InW) significantly negatively correlated
with RPR. Notably, these traits significantly correlated with RPR, and the QTLs of these traits co-localized with those of
RPR. The corresponding results obtained from correlation analysis and QTL mapping suggested the presence of pleitropism or
linkage between genes and indicated that these different approaches may be used for cross authentication of relationships
between different traits. 相似文献
13.
Gloria L. Fawcett Joseph P. Jarvis Charles C. Roseman Bing Wang Jason B. Wolf James M. Cheverud 《Obesity (Silver Spring, Md.)》2010,18(7):1383-1392
Obesity develops in response to a combination of environmental effects and multiple genes of small effect. Although there has been significant progress in characterizing genes in many pathways contributing to metabolic disease, knowledge about the relationships of these genes to each other and their joint effects upon obesity lags behind. The LG,SM advanced intercross line (AIL) model of obesity has been used to characterize over 70 loci involved in fatpad weight, body weight, and organ weights. Each of these quantitative trait loci (QTLs) encompasses large regions of the genome and require fine‐mapping to isolate causative sequence changes and possible mechanisms of action as indicated by the genetic architecture. In this study we fine‐map QTLs first identified in the F2 and F2/3 populations in the combined F9/10 advanced intercross generations. We observed significantly narrowed QTL confidence regions, identified many single QTL that resolve into multiple QTL peaks, and identified new QTLs that may have been previously masked due to opposite gene effects at closely linked loci. We also present further characterization of the pleiotropic and epistatic interactions underlying these obesity‐related traits. 相似文献
14.
The identification of quantitative trait loci (QTLs) based on anchor markers, especially candidate genes that control a trait of interest, has been noted to increase the power of QTL detection. Since these markers can be scored as co-dominant data, they are also valuable for comparing and integrating the QTL linkage maps from diverse mapping populations. To estimate the position and effects of QTLs linked to oil yield traits in African oil palm, co-dominant microsatellites (SSR) and candidate gene-based sequence polymorphisms were applied to construct a linkage map for a progeny showing large differences in oil yield components. The progeny was genotyped for 97 SSR markers, 93 gene-linked markers, and 12 non-gene-linked SNP markers. From these, 190 segregating loci could be arranged into 31 linkage groups while 12 markers remained unmapped. Using the single marker linkage, interval mapping and multiple QTL methods, 16 putative QTLs on seven linkage groups affecting important oil yield related traits such as fresh fruit bunch yield (FFB), ratio of oil per fruit (OF), oil per bunch (OB), fruit per bunch (FB) and wet mesocarp per fruit (WMF) could be identified in the segregating population with estimated values for explained variance ranging from 12.4 % to 54.5 %. Markers designed from some candidate genes involved in lipid biosynthesis were found to be mapped near significant QTLs for various economic yield traits. Associations between QTLs and potential candidate genes are discussed. 相似文献
15.
Quantitative trait loci for resistance to herbivores in willow: field experiments with varying soils and climates 总被引:3,自引:0,他引:3
A.C. Rönnberg-Wästljung I. Åhman C. Glynn & O. Widenfalk 《Entomologia Experimentalis et Applicata》2006,118(2):163-174
As a basis for genetic improvement of willow (Salix spp.) for use in wood biomass production, quantitative trait loci (QTLs) responsible for resistance to herbivores have been identified in a tetraploid hybrid F2 population originating from a cross between Salix dasyclados (Wimm.) and Salix viminalis (L.) (Salicaceae). Symptoms of herbivory, caused by various insects and game, and, in addition, leaf rust, were assessed in three field locations with varying soils and climates. Eleven damage traits (lost leaf area, leaf discoloration, leaf blisters, leaf‐mite symptoms, leaf‐margin cuts, and various estimates of shoot‐tip damage by a gall midge, game, and lepidopterans) were submitted to QTL analysis. A composite interval mapping approach was used to estimate the number of QTLs, the magnitude of the QTLs, and their position on genetic linkage maps. Most of the identified QTLs were specific for each trait and location, but a few QTLs common across the locations were also detected. Each QTL explained between 8 and 24% of the phenotypic variation, depending on damage trait and field location. Clusters of QTLs for different traits were found at several linkage groups, indicating either a common genetic base or tightly linked QTL. Our results emphasize the need for verification of QTL studies over different environments. 相似文献
16.
Bumblebees such as Bombus terrestris are essential pollinators in natural and managed ecosystems. In addition, this species is intensively used in agriculture for its pollination services, for instance in tomato and pepper greenhouses. Here we performed a quantitative trait loci (QTL) analysis on B. terrestris using 136 microsatellite DNA markers to identify genes linked with 20 traits including light sensitivity, body size and mass, and eye and hind leg measures. By composite interval mapping (IM), we found 83 and 34 suggestive QTLs for 19 of the 20 traits at the linkage group wide significance levels of p = 0.05 and 0.01, respectively. Furthermore, we also found five significant QTLs at the genome wide significant level of p = 0.05. Individual QTLs accounted for 7.5-53.3% of the phenotypic variation. For 15 traits, at least one QTL was confirmed with multiple QTL model mapping. Multivariate principal components analysis confirmed 11 univariate suggestive QTLs but revealed three suggestive QTLs not identified by the individual traits. We also identified several candidate genes linked with light sensitivity, in particular the Phosrestin-1-like gene is a primary candidate for its phototransduction function. In conclusion, we believe that the suggestive and significant QTLs, and markers identified here, can be of use in marker-assisted breeding to improve selection towards light sensitive bumblebees, and thus also the pollination service of bumblebees. 相似文献
17.
The objectives of this study were to understand the genetic basis of morphological variation observed in the genus Citrus and its relatives and to identify genomic regions associated with certain morphological traits using genetic linkage mapping
and quantitative trait loci (QTLs) analysis with random amplified polymorphic DNA (RAPD) markers. First, a genetic linkage
map was constructed with RAPD markers obtained by screening 98 progeny plants from a {Citrus grandis × [C. paradisi × Poncirus trifoliata]} × {[(C. paradisi × P. trifoliata) × C. reticulata] × [(C. paradisi × Poncirus trifoliata) × C. sinensis]} intergeneric cross. The map contains 69 RAPD markers distributed into nine linkage groups. Then, 17 different morphological
traits, including six tree and two leaf characters of 98 progeny plants and six floral and three fruit characters of about
half of the same progeny plants were evaluated for 2 years and statistically analyzed for variation. Statistical analysis
of individual traits indicated that trunk diameter and growth, tree height, canopy width, tree vigor and growth, leaf length
and width, petal and anther numbers, petal length and width, length of pistil and style, fruit length and diameter, and fruit
segment number showed normal or close to normal distribution, suggesting that these traits may be inherited quantitatively.
Quantitative data from the morphological traits were analyzed to detect markers and putative QTLs associated with these traits
using interval mapping method. QTL analysis revealed 18 putative QTLs of LOD > 3.0 associated with 13 of the morphological
traits analyzed. The putative QTLs were distributed in several different linkage groups, and QTLs associated with similar
traits were mostly mapped to the same LG or similar locations in the linkage group, indicating that the same genomic region
is involved in the inheritance of some of the morphological traits. 相似文献
18.
Genetic analysis of Na+ and K+ concentrations in leaf and stem as physiological components of salt tolerance in Tomato 总被引:1,自引:0,他引:1
Villalta I Reina-Sánchez A Bolarín MC Cuartero J Belver A Venema K Carbonell EA Asins MJ 《TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik》2008,116(6):869-880
The sodium and potassium concentrations in leaf and stem have been genetically studied as physiological components of the
vegetative and reproductive development in two populations of F8 lines, derived from a salt sensitive genotype of Solanum lycopersicum cv. Cerasiforme, as female parent, and two salt tolerant lines, as male parents, from S. pimpinellifolium, the P population (142 lines), and S. cheesmaniae, the C population (116 lines). Genetic parameters of ten traits under salinity and five of them under control conditions
were studied by ANOVA, correlation, principal component and QTL analysis to understand the global response of the plant. Two
linkage maps including some tomato flowering time and salt tolerance candidate genes encoding for SlSOS1, SlSOS2, SlSOS3,
LeNHX1, LeNHX3, were used for the QTL detection. Thirteen and 20 QTLs were detected under salinity in the P and C populations,
respectively, and four under control conditions. Highly significant and contributing QTLs (over 40%) for the concentrations
of Na+ and K+ in stems and leaves have been detected on chromosome 7 in both the populations. This is the only genomic position where the
concentration QTLs for both the cations locate together. The proportion of QTLs significantly affected by salinity was larger
in the P population (64.3%, including all QTLs detected under control) than in the C population (21.4%), where the estimated
genetic component of variance was larger for most traits. A highly significant association between the leaf area and fruit
yield under salinity was found only in the C population, which is supported by the location of QTLs for these traits in a
common region of chromososome C1. As far as breeding for salt tolerance is concerned, only two sodium QTLs (lnc1.1 and lnc8.1) map in genomic regions of C1 and C8 where fruit yield QTLs are also located but in both the cases the profitable allele
corresponds to the salt sensitive, cultivated species. One of those QTLs, lnc1.1 might involve LeNHX3. 相似文献
19.
Elena Pérez-Vega Astrid Pañeda Cristina Rodríguez-Suárez Ana Campa Ramón Giraldez Juan José Ferreira 《TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik》2010,120(7):1367-1380
The objective of this research was to determine the quantitative trait loci (QTLs) controlling phenological traits (days to
flowering, days to end of flowering, days to harvest as green pod, and days to maturity), seed size traits (seed length, seed
height, seed width, and seed weight), and seed quality traits (water absorption, and coat proportion), in common bean. A population
of 104 F7 recombinant inbred lines (RILs) derived from an inter-gene pool cross between Xana, and Cornell 49242, was used to develop
a genetic linkage map including 175 AFLPs, 27 microsatellites, 30 SCARs, 33 ISSRs, 12 RAPDs, 13 loci codifying for seed proteins,
and the four genes Fin,fin (growth habit); Asp,asp (seed coat shininess); P,p (seed color); and I,i (resistance to bean common mosaic virus). The map has a total length of 1,042 cM distributed across 11 linkage groups aligned
to those of the core linkage map of bean using common molecular markers as anchor points. The QTL analyses were carried out
over three environments using the mean environment data with composite interval mapping. Thirty-one QTLs for ten traits were
found to be significant in at least one environment and in the mean environment data, the number of significant QTLs identified
per trait ranging from two to five. Twenty-seven of these QTLs mapped forming clusters in eight different chromosomal regions.
The rationale for this clustered mapping and the possible relationship between some QTLs for phenological traits and the genes
Fin and I are discussed. 相似文献
20.
Villalta I Bernet GP Carbonell EA Asins MJ 《TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik》2007,114(6):1001-1017
Salt tolerance has been analysed in two populations of F7 lines developed from a salt sensitive genotype of Solanum lycopersicum var. cerasiforme, as female parent, and two salt tolerant lines, as male parents, from S. pimpinellifolium, the P population (142 lines), and S. cheesmaniae, the C population (116 lines). Salinity effects on 19 quantitative traits including fruit yield were investigated by correlation,
principal component analysis, ANOVA and QTL analysis. A total of 153 and 124 markers were genotyped in the P and C populations,
respectively. Some flowering time and salt tolerance candidate genes were included. Since most traits deviated from a normal
distribution, results based on the Kruskal–Wallis non-parametric test were preferred. Interval mapping methodology and ANOVA
were also used for QTL detection. Eight out of 15 QTLs at each population were detected for the target traits under both control
and high salinity conditions, and among them, only average fruit weight (FW) and fruit number (FN) QTLs (fw1.1, fw2.1 and fn1.2) were detected in both populations. The individual contribution of QTLs were, in general, low. After leaf chloride concentration,
flowering time is the trait most affected by salinity because different QTLs are detected and some of their QTL×E interactions
have been found significant. Also reinforcing the interest on information provided by QTL analysis, it has been found that
non-correlated traits may present QTL(s) that are associated with the same marker. A few salinity specific QTLs for fruit
yield, not associated with detrimental effects, might be used to increase tomato salt tolerance. The beneficial allele at
two of them, fw8.1 (in C) and tw8.1 (for total fruit weight in P) corresponds to the salt sensitive parent, suggesting that the effect of the genetic background
is crucial to breed for wide adaptation using wild germplasm. 相似文献