QTLs conditioning early growth in a soybean population segregating for growth habit

 There are both economic and environmental reasons for reducing the use of herbicides for weed control in soybean [Glycine max (L.) Merr.] fields. Optimizing crop competitiveness can reduce reliance on chemical weed control. Fast and vigorous early growth and rapid canopy development can be effective in suppressing weed infestation of crop plants. The purposes of this study were to identify and molecularly map the quantitative trait loci (QTLs) conditioning soybean plant height and canopy width during the early vegetative stages of soybean growth. A restriction fragment length polymorphism (RFLP) linkage map was created using 142 markers and 116 F₂-derived lines from a cross of ‘S100’בTokyo’. The parents and the 116 F₂-derived lines were evaluated in the greenhouse and in the field at Athens, Ga., in 1996 and 1997. Combined over environments, Tokyo averaged 41 and 17% taller plants than S100 at the V7 and V10 stages of development. Transgressive segregation was observed among the progeny at both stages. Based on single-factor analysis of variance (ANOVA), three and four independent RFLP loci were associated with plant height at the V7 and V10 stages, respectively. All three loci detected [on linkage groups (LGs) C2 and F, and unlinked] at the V7 stage were also detected at the V10 stage along with one additional independent locus on LG E. The Tokyo allele contributed to increased plant height at all loci except at the unlinked locus. Three QTLs (on LGs C2, E, and F) were consistent across environments, three (on LGs C2 and F, and unlinked) were consistent across stages of plant development, and two (on LGs C2 and F) were consistent both across environments and stages of plant development. Within each stage of development, there was no interaction among the independent loci, and the respective loci together explained most of the variation in the traits. Three independent RFLP loci were associated with canopy width at the V10 stage, of which one was unique to the trait, while the remaining loci (on LGs C2 and F) were in common with the independent loci for plant height. Canopy width had a strong correlation (r=0.87) with plant height at the V10 stage. However, mature plant height, lodging, or seed weight had no phenotypic or QTL association with early plant height or canopy width. Received: 10 May 1998 / Accepted: 13 July 1998     

Relationships between nuclear DNA content and seed and leaf size in soybean

 A correlation between genome size and agronomically important traits has been observed in many plant species. The goal of the present research was to determine the relationship between genome size, seed size, and leaf width and length in soybean [Glycine max (L.) Merr.] Twelve soybean strains, representing three distinct seed size groups, were analyzed. Flow cytometry was used to estimate their 2C nuclear DNA contents. Data on seed size and leaf size of the 12 strains were obtained from 1994 and 1995 field experiments. Variation of 2C nuclear DNA among the 12 soybean strains was 4.6%, ranging from 2.37 pg for a small-seed strain to 2.48 pg for a large-seed strain. Strain seed size was positively associated with leaf width (r=0.92) and leaf length (r=0.93). Genome size was highly correlated with seed size (r=0.97), leaf width (r=0.90) , and leaf length (r=0.93). The results of our study indicate that there is a significant correlation between genome size and leaf and seed size in soybean. It is possible that selection for greater seed size either leads to, or results from, greater genome size. If so, this relationship might be worth exploring at a more fundamental level. Received: 5 April 1997 / Accepted: 9 January 1998     

Identification of molecular markers linked to quantitative trait loci for soybean resistance to corn earworm

 One hundred and thirty nine restriction fragment length polymorphisms (RFLPs) were used to construct a soybean (Glycine max L. Merr.) genetic linkage map and to identify quantitative trait loci (QTLs) associated with resistance to corn earworm (Helicoverpa zea Boddie) in a population of 103 F₂-derived lines from a cross of ‘Cobb’ (susceptible) and PI229358 (resistant). The genetic linkage map consisted of 128 markers which converged onto 30 linkage groups covering approximately 1325 cM. There were 11 unlinked markers. The F₂-derived lines and the two parents were grown in the field under a plastic mesh cage near Athens, Ga., in 1995. The plants were artificially infested with corn earworm and evaluated for the amount of defoliation. Using interval-mapping analysis for linked markers and single-factor analysis of variance (ANOVA), markers were tested for an association with resistance. One major and two minor QTLs for resistance were identified in this population. The PI229358 allele contributed insect resistance at all three QTLs. The major QTL is linked to the RFLP marker A584 on linkage group (LG) ‘M’ of the USDA/Iowa State University public soybean genetic map. It accounts for 37% of the total variation for resistance in this cross. The minor QTLs are linked to the RFLP markers R249 (LG ‘H’) and Bng047 (LG ‘D1’). These markers explain 16% and 10% of variation, respectively. The heritability (h²) for resistance was estimated as 64% in this population. Received: 15 October 1997 / Accepted: 4 November 1997     

QTLs associated with chlorimuron ethyl sensitivity in soybean: Effects on seed yield and related traits

 Soybean, Glycine max (L.) Merr., genotypes are known to differ in chlorimuron ethyl sensitivity (CS). Earlier we have reported two putatively independent marker loci linked to two quantitative trait loci (QTLs) controlling CS in a soybean population derived from a cross of PI97100 (sensitive to chlorimuron ethyl) and ‘Coker 237’ (tolerant to chlorimuron ethyl). The objective of the present study was to quantify the association of the two marker loci with seed yield and related traits in this soybean population following application of chlorimuron ethyl. Phenotypic data were collected for 111 F₂-derived lines of the cross grown in replicated plots at Athens, G.A., in 1994 and 1995, and at Blackville, S.C., in 1995. The two CS marker loci explained as much as 50% of the genetic variation in seed yield and seed number m^-2, but had no association with seed weight, plant height, lodging, seed protein, and seed oil. There were no epistatic interactions between the two marker loci for any of the traits. The marker locus (cr168-1 on USDA linkage group E) linked to the major CS QTL explained between 13 and 23% of the variation in seed yield. The Coker 237 allele at this locus was associated with decreased CS and increased seed yield. The marker locus (Blt015-2 on an unknown linkage group) linked to the minor CS QTL accounted for a maximum of 11% of the variation in seed yield. The Coker 237 allele at this locus was associated with an increase in CS and a decrease in seed yield. The association of the two marker loci with seed number m^-2 strongly resembled their association with seed yield. Seed yield had a strong positive correlation (r=0.74 – 0.94) with seed number m^-2, and the effect of chlorimuron ethyl on seed yield was due mainly to its effect on seed number m^-2 rather than seed weight. Received: 6 August 1996 / Accepted: 28 February 1997     

Seed quality QTLs identified in a molecular map of early maturing soybean

This study identified QTLs influencing seed quality characters in a cross of two early maturing soybean (Glycine max [L.] Merr.) cultivars (Ma.Belle and Proto) adapted to the short growing seasons of Central Europe. A molecular linkage map was constructed by using 113 SSR, 6 RAPD and 1 RFLP markers segregating in 82 individuals of an F₂ population. The map consists of 23 linkage groups and corresponds wellto previously published soybean maps. Using phenotypic data of the F₂-derived lines grown in five environments, four markers for protein content, three for oil content and eight for seed weight were identified. Four from fifteen seed quality QTL-regions identified in the present study were also found by other authors. Markers associated with seed weight QTLs were consistent across all environments and proved to have effects large enough to be useful in a marker-assisted breeding program, whereas protein and oil QTLs showed environmental interactions. Received: 9 October 2000 / Accepted: 26 February 2001     

Identification of a new major QTL associated with resistance to soybean cyst nematode (Heterodera glycines)

Resistance of soybean [Glycine max (L.) Merr.] to cyst nematode (SCN) (Heterodera glycines Ichinohe), one of the most destructive pathogens affecting soybean, involves a complex genetic system. The identification of QTLs associated with SCN resistance may contribute to the understanding of such system. The objective of this work was to identify and map QTLs for resistance to SCN Race 14 with the aid of molecular markers. BC₃F_2:3 and F_2:3 populations, both derived from an original cross between resistant cv. Hartwig and the susceptible line BR-92–31983 were screened for resistance to SCN Race 14. Four microsatellite (Satt082, Sat_001, Satt574 and Satt301) and four RAPD markers (OPAA-11₇₉₅, OPAE-08₈₃₇, OPR-07₅₄₈ and OPY-07₂₀₃₀) were identified in the BC₃F_2:3 population using the bulked segregant analysis (BSA) technique. These markers were amplified in 183 F_2:3 families and mapped to a locus that accounts for more than 40% of the resistance to SCN Race 14. Selection efficiency based on these markers was similar to that obtained with the conventional method. In the case of the microsalellite markers, which identify homozygous resistant genotypes, the efficiency was even higher. This new QTL has been mapped to the soybean linkage group D2 and, in conjunction with other QTLs already identified for SCN resistance, will certainly contribute to our understanding of the genetic basis of resistance of this important disease in soybean. Received: 12 October 1999 / Accepted: 14 April 2000     

Susceptibility to Agrobacterium tumefaciens and cotyledonary node transformation in short-season soybean

 Short-season adapted soybean [Glycine max (L.) Merrill] genotypes (maturity group 0 and 00) were susceptible to Agrobacterium tumefaciens in tumor-formation assays with A. tumefaciens strains A281, C58 and ACH5. The response was bacterial-strain and plant-cultivar dependent. In vitro Agrobacterium-mediated transformation of cotyledonary node explants of these genotypes with A. tumefaciens EHA105/pBI121 was inefficient but resulted in a transgenic AC Colibri plant carrying a linked insertion of the neomycin phosphotransferase and β-glucuronidase (gus) transgenes. The transgenes were transmitted to the progeny and stable gus expression was detected in the T₇ generation. The low rate of recovery of transgenic plants from the co-cultured cotyledonary explants was attributed to inefficient transformation of regenerable cells, and/or poor selection or survival of such cells and not to poor susceptibility to Agrobacterium, since, depending on the cultivar, explants were transformed at a rate of 27–92%, but transformation events were usually restricted to non-regenerable callus. Received: 8 January 1998 / Revision received: 30 June 1999 / Accepted: 12 July 1999     

Relationship between seed yield heterosis and molecular marker heterozygosity in soybean

 In soybean [Glycine max (L.) Merr.] heterosis has been reported for seed yield. Molecular markers may be useful to select diverse parents for the expression of heterosis and yield improvement. The objective of this study was to determine if molecular markers could be used to predict yield heterosis in soybean. From each Maturity Group (MG) II and III, 21 genotypes were selected on the basis of high yield (HY), different geographic origin (GO), and isozyme loci (ISO) and for diversity in restriction fragment length polymorphisms (RFLP), and crosses were made within MGs and selection criteria groups to obtain 6 F₁ hybrids per group. The 21 parents and the 24 F₁ hybrids of each MG were evaluated for yield in replicated tests at two locations in 2 years, and midparent heterosis (MPH) and high-parent heterosis (HPH) estimates were calculated. On the basis of hybrid performance during the first year, 12 parents (3 per selection criteria group) were chosen in each MG to conduct a second RFLP analysis using 129 probes. Genetic distances (GD_M) for pairs of the 12 genotypes were calculated with this RFLP information and correlated with MPH and HPH estimates. Significant MPH averages for seed yield were observed in the combined analysis of variance in each of the four selection criteria groups of MG II, and in the HY, ISO, and GO of MG III. Significant HPH averages were observed only in the ISO and GO groups of MG II. The greatest frequency of F₁ hybrids with significant MPH was observed in the ISO and GO groups of both MGs. For HPH, the greatest frequency was observed in the ISO group of both MGs. In both MGs, the ISO group had the largest absolute MPH value; the RFLP group had generally the smallest. The observations indicated that the expression of heterosis in seed yield might be associated with diversity in the isozyme loci present in the parents. For the genotypes included in the second RFLP analysis, correlations of GD_Ms with MPH and HPH values on an entry-mean basis were low and not significant, indicating that heterosis in yield may not be associated with genetic diversity at the molecular level as determined by RFLPs. The results suggest that in soybean, parent selection on the basis of RFLPs and isozyme loci to exploit heterosis in seed yield may not be feasible. There was no association between genetic distance estimated by the RFLP analysis and seed yield heterosis, and in spite of the observed relationship between isozyme loci and heterosis for yield, the practicality of using the isozyme markers to select parents may be limited because of the reduced number of assayable isozyme loci in soybean. Received: 8 March 1996 / Accepted: 21 February 1997     

Allele-specific hybridization markers for soybean

 Soybean (Glycine max) is one of the world’s most important crop plants due to extensive genetic improvements using traditional breeding approaches. Recently, marker-assisted selection has enhanced the ability of traditional breeding programs to improve soybeans. Most methods of assessing molecular markers involve electrophoretic techniques that constrain the ability to perform high-throughput analyses on breeding populations and germplasm. In order to develop a high-capacity system, we have developed allele-specific hybridization (ASH) markers for soybean. As one example, restriction fragment length polymorphism (RFLP) locus A519-1 (linkage group B) was converted into an ASH marker by (1) sequencing the pA519 cloned insert, (2) designing locus-specific PCR amplification primers, (3) comparative sequencing of A519-1 amplicons from important soybean ancestors, and (4) designing allele-specific oligonucleotide probes around single nucleotide polymorphisms (SNPs) among soybean genotypes. Two SNPs were identified within approximately 400 bp of the sequence. Allele-specific probes generated a 100-fold greater signal to target amplicons than to targets that differed by only a single nucleotide. The A519-1 ASH marker is shown to cosegregate with the A519-1 RFLP locus. In order to determine ASH usefulness, we genotyped 570 soybean lines from the Pioneer Hi-Bred soybean improvement using both A519-1 SNPs. Combined haplotype diversity (D) was 0.43 in this adapted germplasm set. These results demonstrate that ASH markers can allow for high-throughput screening of germplasm and breeding populations, greatly enhancing breeders’ capabilities to do marker-assisted selection. Received: 10 August 1998 / Accepted: 17 September 1998     

Reproducibility of the differential amplification between leaf and root DNAs in soybean revealed by RAPD markers

 Random amplified polymorphic DNA (RAPD) was used to determine whether such markers can be employed for detecting genomic modification during plant development or under certain stress environments. Pairwise comparisons in RAPD patterns of leaf and root DNA amplifications were studied for 11 soybean accessions representing different origins. Hydroponic culture was used for the ease of harvesting roots. From a total of 40 primers screened, it was found that 16 can detect leaf DNA polymorphism, 19 for root DNA polymorphism, while 10 show a greater consistency for detecting polymorphism between leaf and root (L/R) DNAs. Nevertheless, problems were encountered when the newly synthesized oligo-primers and different thermal cyclers were used to check the data. Several factors were then tested for their reproducibility. The results indicated that the amplified differences between root and leaf DNAs are mostly not affected by template DNA concentrations. The addition of DMSO (dimethyl sulphoxide) or TMAC (tetramethyl-ammonium chloride) also did not mask the L/R differences. However, DNA polymerase and oligo-primers synthesized from different manufacturers, as well as the thermal cyclers, reacted differently sometimes. Regardless of the general problems of reproducibility in RAPD patterns, some amplified differences remain between the L/R DNAs. The most distinct patterns involve differences in the relative intensity of amplified bands. Differential amplification might have occurred during plant leaf and root development. Southern hybridization of the eluted polymorphic bands against restriction digestion of total genomic DNA confirms their being homologous to soybean DNA fragments. Polymorphism of these specific L/R differences also exists among varieties. RAPD should be a useful tool in detecting genomic alterations during plant development or under certain stress environments, as long as the factors affecting the reproducibility of RAPD patterns can be properly controlled. An additional cycle of selection would be possible if such a type of polymorphism is proved to be correlated with certain developmental characters. Received: 7 October 1996 / Accepted: 20 May 1997     

DNA methylation and AFLP marker distribution in the soybean genome

Amplified fragment length polymorphisms (AFLPs) have become important markers for genetic mapping because of their ability to reliably detect variation at a large number of loci. We report here the dissimilar distribution of two types of AFLP markers generated using restriction enzymes with varying sensitivities to cytosine methylation in the soybean genome. Initially, AFLP markers were placed on a scaffold map of 165 RFLP markers mapped in 42 recombinant inbred (F_6:7) lines. These markers were selected from a map of over 500 RFLPs analyzed in 300 recombinant inbred (F_6:7) lines generated by crossing BSR101×PI437.654. The randomness of AFLP marker map position was tested using a Poisson-model distribution. We found that AFLP markers generated using EcoRI/MseI deviated significantly from a random distribution, with 34% of the markers displaying dense clustering. In contrast to the EcoRI/MseI AFLP markers, PstI/MseI-generated AFLP markers did not cluster and were under represented in the EcoRI/MseI marker clusters. The restriction enzyme PstI is notably sensitive to cytosine methylation, and these results suggest that this sensitivity affected the distribution of the AFLP markers generated using this enzyme in the soybean genome. The common presence of one EcoRI/MseI AFLP cluster per linkage group and the infrequent presence of markers sensitive to methylation in these clusters are consistent with the low recombination frequency and the high level of cytosine methylation observed in the heterochromatic regions surrounding centromeres. Thus, the dense EcoRI/MseI AFLP marker clusters may be revealing structural features of the soybean genome, including the genetic locations of centromeres. Received: 5 November 1998 / Accepted: 20 February 1999     

An informative linkage map of soybean reveals QTLs for flowering time, leaflet morphology and regions of segregation distortion.

A genetic linkage map covering a large region of the genome with informative markers is essential for plant genome analysis, including identification of quantitative trait loci (QTLs), map-based cloning, and construction of a physical map. We constructed a soybean genetic linkage map using 190 F2 plants derived from a single cross between the soybean varieties Misuzudaizu and Moshidou Gong 503, based on restriction-fragment-length polymorphisms (RFLPs) and simple-sequence-repeat polymorphisms (SSRPs). This linkage map has 503 markers, including 189 RFLP markers derived from expressed sequence tag (EST) clones, and consists of 20 major linkage groups that may correspond to the 20 pairs of soybean chromosomes, covering 2908.7 cM of the soybean genome in the Kosambi function. Using this linkage map, we identified 4 QTLs--FT1, FT2, FT3, and FT4--for flowering time, the QTLs for the 5 largest principal components determining leaflet shape, 6 QTLs for single leaflet area, and 18 regions of segregation distortion. All 503 analyzed markers identified were located on the map, and almost all phenotypic variations in flowering time were explained by the detected QTLs. These results indicate that this map covers a large region of the soybean genome.     

Transient expression and stable transformation of soybean using the jellyfish green fluorescent protein

 Embryogenic soybean [Glycine max (L.) Merrill.] suspension cultures were bombarded with five different gene constructions encoding the jellyfish (Aequorea victoria) green fluorescent protein (GFP). These constructions had altered codon usage compared to the native GFP gene and mutations that increased the solubility of the protein and/or altered the native chromophore. All of the constructions produced green fluorescence in soybean cultures upon blue light excitation, although a soluble modified red-shifted GFP (smRS-GFP) was the easiest to detect based on the brightness and number of foci produced. Expression of smRS-GFP was visible as early as 1.5 h after bombardment, with peak expression at approximately 6.5 h. Large numbers of smRS-GFP-expressing areas were visible for 48 h postbombardment and declined rapidly thereafter. Stably transformed cultures and plants exhibited variation in the intensity and location of GFP expression. PCR and Southern hybridization analyses confirmed the presence of introduced GFP genes in stably transformed cultures. Received: 23 September 1998 / Revision received: 4 January 1999 / Accepted: 15 January 1999     

Cytological characterization of transgenic soybean

 Some of the transgenic soybean [Glycine max (L.) Merr.] plants produced by bombarding embryogenic suspension cultures with DNA-coated particles exhibit morphological aberrations, including stunted plant growth, leathery dark green leaves and partialto-total seed sterility. In general, cultures from two Asgrow soybean lines (A2242, A2872) that were maintained for 8 months or longer produced primary transformants with reduced fertility. Cytological examination (mitotic pro-metaphase to metaphase chromosomes) of cells of suspension cultures, of roots from germinating somatic embryos, and of plants (R₀ and R₁) derived from A2242, revealed, besides diploidy (2n=40), various chromosomal aberrations such as deletions, duplications, trisomics and tetraploidy. Diploid transgenic plants with a normal karyotype from A2242 generally exhibited good fertility. No chromosomal abnormalities were observed in A2872-derived plants. However, plants regenerated from relatively old cultures of A2872 (more than 1 year in culture) showed a range of phenotypic abnormalities although they all contained 2n=40 chromosomes. These results indicate that soybean genotypes differ in their susceptibility to chromosomal instability induced by tissue culture. Therefore, chromosome analysis of cell cultures and the plants derived from them can help eliminate chromosomally and genetically abnormal material from gene-transfer experiments. Received: 6 June 1997/Accepted: 9 October 1997     

Genetic mapping of QTLs conditioning soybean sprout yield and quality

Soybean sprouts have been used as a food in the Orient since ancient times. In this study, 92 restriction fragment length polymorphism (RFLP) loci and two morphological markers (W1 and T) were used to identify quantitative trait loci (QTLs) associated with soybean sprout-related traits in 100 F₂-derived lines from the cross of ’Pureunkong’×’Jinpumkong 2’. The genetic map consisted of 76 loci which covered about 756 cM and converged into 20 linkage groups. Eighteen markers remained unlinked. Phenotypic data were collected in 1996 and 1997 for hypocotyl length, percentage of abnormal seedlings, and sprout yield 6 days after germination at 20°C. Hypocotyl length was determined as the average length from the point of initiation of the first secondary root to the point of attachment of the cotyledons. The number of decayed seeds and seedlings, plus the number of stunted seedlings (less than 2-cm growth), was recorded a s abnormal seedlings. Seed weight was determined based on the 50-seed sample. Sprout yield was recorded as the total fresh weight of soybean sprouts produced from the 50-seed sample divided by the dry weight of the 50-seed sample. Four QTLs were associated with sprout yield in the combined analysis across 2 years. For the QTL linked to L154 on the Linkage Group (LG) G the positive allele was derived from Pureunkong (R ² = 0.19), whereas at the other three QTLs (A089 on LG B1, A668n on LG K and B046 on LG L) the positive alleles were from Jinpumkong 2. QTLs conditioning seed weight were linked to markers A802n (LG B1), A069 (LG E), Cr321 (LG F) and A235 (LG G). At these four markers, the Jinpumkong allele increased seed weight. Markers K011n on LG B1, W1 on LG F and A757 on LG L were linked to QTLs conditioning hypocotyl length; and Bng119, K455n and K418n to QTLs conditioning the abnormal seedlings. The QTLs conditioning sprout yield were in the same genomic locations as the QTLs for seed weight identified in this population or from previously published research, indicating that QTLs for sprout yield are genetically linked to seed-weight QTLs or else that seed-weight QTLs pleiotropically condition sprout yield. These data demonstrate that effective marker-assisted selection may be feasible for enhancing sprout yield in a soybean. The transgressive segregation of sprout yield, as well as the existence of two QTLs conditioning greater than 10% of the phenotypic variation in sprout yields provides an opportunity to select for progeny lines with a greater sprout yield than currently preferred cultivars such as Pureunkong. Received: 23 August 2000 / Accepted: 23 January 2001     

Molecular markers associated with seed weight in two soybean populations

Seed weight (SW) is a component of soybean, Glycine max (L.) Merr., seed yield, as well as an important trait for food-type soybeans. Two soybean populations, 120 F₄-derived lines of YoungxPI416937 (Pop1) and 111 F₂-derived lines of PI97100xCoker 237 (Pop2), were mapped with RFLP makers to identify quantitative trait loci (QTLs) conditioning SW across environments and populations. The genetic map of Pop1 consisted of 155 loci covering 973 cM, whereas Pop2 involved 153 loci and covered 1600 cM of map distance. For Pop1, the phenotypic data were collected from Plains, GA., Windblow, N.C., and Plymouth, N.C., in 1994. For Pop2, data were collected from Athens, GA., in 1994 and 1995, and Blackville, S.C., in 1995. Based on single-factor analysis of variance (ANOVA), seven and nine independent loci were associated with SW in Pop1 and Pop2, respectively. Together the loci explained 73% of the variability in SW in Pop1 and 74% in Pop2. Transgressive segregation occurred among the progeny in both populations. The marker loci associated with SW were highly consistent across environments and years. Two QTLs on linkage group (LG) F and K were located at similar genomic regions in both populations. The high consistency of QTLs across environments indicates that effective marker-assisted selection is feasible for soybean SW.     

Identification of QTLs for partial resistance to leaf rust (Puccinia hordei) in barley

 The partial resistance to leaf rust in barley is a quantitative resistance that is not based on hypersensitivity. To map the quantitative trait loci (QTLs) for partial resistance to leaf rust, we obtained 103 recombinant inbred lines (RILs) by single-seed descent from a cross between the susceptible parent L94 and the partially resistant parent Vada. These RILs were evaluated at the seedling and adult plant stages in the greenhouse for the latent period (LP) of the rust fungus, and in the field for the level of infection, measured as area under the disease progress curve (AUDPC). A dense genetic map based on 561 AFLP markers had been generated previously for this set of RILs. QTLs for partial resistance to leaf rust were mapped using the “Multiple Interval Mapping” method with the putative QTL markers as cofactors. Six QTLs for partial resistance were identified in this population. Three QTLs, Rphq1, Rphq2 and Rphq3, were effective at the seedling stage and contributed approximately 55% to the phenotypic variance. Five QTLs, Rph2, Rphq3, Rphq4, Rphq5, and/or Rphq6 contributed approximtely. 60% of the phenotypic variance and were effective at the adult plant stage. Therefore, only the QTLs Rphq2 and Rhpq3 were not plant-stage dependent. The identified QTLs showed mainly additive effects and only one significant interaction was detected, i.e. between Rphq1 and Rphq2. The map positions of these QTLs did not coincide with those of the race-specific resistance genes, suggesting that genes for partial resistance and genes for hypersensitive resistance represent entirely different gene families. Also, three QTLs for days to heading, of which two were also involved in plant height, were identified in the present recombinant inbred population. These QTLs had been mapped previously on the same positions in different populations. The perspectives of these results for breeding for durable resistance to leaf rust are discussed. Received: 15 July 1997 / Accepted: 30 December 1997     

Localising QTLs for leaf rust resistance and agronomic traits in barley (Hordeum vulgare L.)

The Hordeum vulgare accession ’HOR 1063’ was crossed with the barley cultivar Krona, and 220 doubled haploid lines were produced based on this cross. A molecular map was constructed based on RFLP markers. Field trials were performed over 2 years and at two locations. In field trials, resistance to leaf rust by means of artificial infection, heading date, plant height and Kernel weight were assessed. For leaf rust resistance, 4 QTLs were localised, that explained 96.1% of the genetic variation. One QTL on chromosome 4H confirmed a position found in another genetic background and one mapped to the same position as Rph16 on chromosome 2H. All digenic effects decreased the effects of the respective QTLs. In addition to the denso-locus and the hex-v locus, other QTLs influencing heading date, plant length and kernel weight were found in this cross. Received: 16 July 1999 / Accepted: 7 September 1999     

SSR mapping and confirmation of the QTL from PI96354 conditioning soybean resistance to southern root-knot nematode

Root-knot nematodes (Meloidogyne spp.) can cause severe yield loss of soybean [Glycine max (L.) Merr.] in the southern production region of the USA. Planting root-knot nematode-resistant cultivars is the most effective method of preventing yield loss. DNA marker-assisted breeding may accelerate the development of root-knot nematode-resistant cultivars. RFLP markers have previously been used to identify quantitative trait loci (QTLs) conferring resistance to southern root-knot nematode [Meloidogyne incognita (Kofoid and White) Chitwood] (Mi) in a F_2:3 soybean population created by crossing the resistant PI96354 and the susceptible ’Bossier.’ A major QTL on linkage group (LG) O conditioning 31% of the variation in Mi gall number and a minor QTL on LG-G conditioning 14% of the gall variation were reported. With the development of SSR markers for soybean improvement, a higher level of mapping resolution and semi-automated detection has become possible. The objectives of this research were: (1) to increase the marker density in the genomic regions of the QTLs for Mi resistance on LG-O and LG-G with SSR markers; and (2) to confirm the effect of the QTLs in a second population and a different genetic background. With SSR markers, the QTL on LG-O was flanked by Satt492 and Satt358, and on LG-G by Satt012 and Satt505. Utilizing SSR markers flanking the two QTLs, marker-assisted selection was performed in a second F_2:3 population of PI96354× Bossier. Results confirmed the effectiveness of marker-assisted selection to predict the Mi phenotypes. By screening the BC₂F₂ population of Prichard (3)×G93–9009 we confirmed that selection for the minor QTL on LG-G with flanking SSR markers would enhance the resistance of lines containing the major QTL (which is most-likely Rmi1). Received: 29 September 2000 / Accepted: 17 April 2001     

Mapping of QTLs conferring resistance to bacterial leaf streak in rice

A large F₂ and a RI population were separately derived from a cross between two indica rice varieties, one of which was highly resistant to bacterial leaf streak (BLS) and the other highly susceptible. Following artificial inoculation of the RI population and over 2 years of testing, 11 QTLs were mapped by composite interval mapping (CIM) on six chromosomes. Six of the QTLs were detected in both seasons. Eight of the QTLs were significant following stepwise regression analysis, and of these, 5 with the largest effects were significant in both seasons. The detected QTLs explained 84.6% of the genetic variation in 1997. Bulked segregant analysis (BSA) of the extremes of the F₂ population identified 3 QTLs of large effect. The 3 QTLs were dentical to 3 of the 5 largest QTLs detected by CIM. The independent detection of the same QTLs using two methods of analysis in separate mapping populations verifies the existence of the QTLs for BLS and provides markers to ease their introduction into elite varieties. Received: 13 October 1999 / Accepted: 29 October 1999