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PubMed2003

Microsatellite instability and mutations in DNA mismatch repair genes in sporadic colorectal cancers.

PURPOSE: This study was designed to investigate the frequency of mutations in DNA mismatch repair genes in sporadic colorectal cancers. METHODS: Genomic DNAs procured from paraffin blocks of the pathologic specimens from 230 consecutive patients with colorectal cancer were examined for their microsatellite instability status using a mononucleotide microsatellite marker, BAT-26, and also evaluated expressions of hMLH1, hMSH2, and hMSH6 proteins by immunohistochemical staining. Any of these 230 patients did not have family histories of hereditary nonpolyposis colorectal cancer, familial adenomatous polyposis, colorectal cancer, or hereditary nonpolyposis colorectal-related cancers, such as endometrial, small bowel, and ureteral and renal pelvic cancers. When microsatellite instability was positive, mutations in the simple repeated sequences of TGF-betaRII, BAX, IGF IIR, hMSH3, and hMSH6 genes were examined. In microsatellite instability-positive or staining-negative cases, polymerase chain reaction-single-strand conformation polymorphism and DNA sequencing detected mutations of hMLH1, hMSH2, and hMSH6 genes. If mutations were found in tumor tissue samples, we tested for a germline mutation with a microdissected corresponding normal tissue. RESULTS: Among 230 cases of sporadic colorectal cancer, 21 (9.1 percent) manifested microsatellite instability. In the immunohistochemical staining, 20 (8.6 percent) showed loss of expressions. All 20 staining-negative cases were microsatellite instability-positive. Only 1 of 21 (4.8 percent) microsatellite instability-positive cases showed intact staining for three proteins. The frame-shift mutations of the simple repetitive sequences were found in 17 cases (81.0 percent) in TGF-betaRII, 11 (52.4 percent) in BAX, 5 (23.8 percent) in IGF IIR, 7 (33.3 percent) in hMSH3, and 8 (38.1 percent) in hMSH6 genes. Germline mutation was observed in only one case, which accounts for 4.8 percent among positive microsatellite instability and 0.4 percent of total patients, and was found in hMSH2. Five somatic mutations (2 in hMLH1, 2 in hMSH2, and 1 in hMSH6) also were found. CONCLUSION: The results indicated that a germline mutation of DNA mismatch repair gene was a rare event in sporadic colorectal cancers.

Base Pair Mismatch↗

PubMedDate not supplied

Microsatellite marker development and analysis in the eastern oyster (Crassostrea virginica): confirmation of null alleles and non-Mendelian segregation ratios.

Eighteen microsatellite markers were developed for the Crassostrea virginica nuclear genome, including di-, tri-, and tetranucleotide microsatellite repeat regions that included perfect, imperfect, and compound repeat sequences. A reference panel with DNA from the parents and four progeny of 10 full-sib families was used for a preliminary confirmation of polymorphism at these loci and indications of null alleles. Null alleles were discovered at three loci; in two instances, primer redesign enabled their amplification. Two to five representative alleles from each locus were sequenced to ensure that the targeted loci were amplifying. The sequence analysis revealed not only variation in the number of simple sequence repeat units, but also polymorphisms in the microsatellite flanking regions. A total of 3626 bp of combined microsatellite flanking region from the 18 loci was examined, revealing indels as well as nucleotide site substitutions. Overall, 16 indels and 146 substitutions were found with an average of 4.5% polymorphism across all loci. Eight markers were tested on the parents and 39-61 progeny from each of four families for examination of allelic inheritance patterns and genotypic ratios. Twenty-six tests of segregation ratios revealed eight significant departures from expected Mendelian ratios, three of which remained significant after correction for multiple tests. Deviations were observed in both the directions of heterozygote excess and deficiency.

Alleles↗

PubMed1994

Exchange kinetics of individual amide protons in 15N-labeled helical peptides measured by isotope-edited NMR.

Amide proton exchange measured by one-dimensional 15N-edited proton NMR has been used to probe helical structure in an alanine-based peptide. This study is the first report of individual peptide NH exchange rates determined in a simple, repeating sequence peptide whose helical structure can be predicted by helix-coil theory. Measured protection factors directly demonstrate that the ends of the helix are frayed. The protection factors are compared to the Lifson-Roig theory, modified to include N-capping, using known values for helix propensities and N-cap propensities. Base-catalyzed exchange rates are shown to measure the extent of hydrogen bonding of the peptide NHs, and the results are fitted by a simple model in which hydrogen bonding of the peptide NH group provides protection and no exchange occurs from the hydrogen-bonded state. Protection from acid-catalyzed exchange correlates with hydrogen bonding by both the NH and CO groups of a peptide unit: the data are fitted by a model in which exchange occurs only when both hydrogen bonds formed by a peptide unit are broken. This result indicates that acid-catalyzed exchange occurs by the O-protonation mechanism, in agreement with earlier work [Perrin & Arrhenius (1982) J. Am. Chem. Soc. 104, 6693-6696; Perrin et al. (1984) J. Am. Chem. Soc. 106, 2749-2753; Tüchsen & Woodward (1985) J. Mol. Biol. 185, 421-430].

Amides↗

PubMed2005

Complete sequence and organization of the cucumber (Cucumis sativus L. cv. Baekmibaekdadagi) chloroplast genome.

The nucleotide sequence of the cucumber (Cucumis sativus L. cv. Baekmibaekdadagi) chloroplast genome was completed. The circular double-stranded DNA, consisting of 155,527 bp, contained a pair of inverted repeat regions (IRa and IRb) of 25,187 bp each, which were separated by small and large single copy regions of 86,879 and 18,274 bp, respectively. The presence and relative positions of 113 genes (76 peptide-encoding genes, 30 tRNA genes, four rRNA genes, and three conserved open reading frames) were identified. The major portion (55.76%) of the C. sativus chloroplast genome consisted of gene-coding regions (49.13% protein coding and 6.63% RNA regions; 27.81% LSC, 9.46% SSC and 18.49% IR regions), while intergenic spacers (including 20 introns) made up 44.24%. The overall G-C content of C. sativus chloroplast genome was 36.95%. Sixteen genes contained one intron, while two genes had two introns. The expansion/contraction manner of IR at IRb/LSC and IR/SSC border in Cucumis was similar to that of Lotus and Arabidopsis, and the manner at IRa/LSC was similar to Lotus and Nicotiana. In total, 56 simple sequence repeats (more than 10 bases) were identified in the C. sativus chloroplast genome.

Chloroplasts↗

PubMed1999

Modulation of epidermal growth factor receptor gene transcription by a polymorphic dinucleotide repeat in intron 1.

The influence of a highly polymorphic CA dinucleotide repeat in the epidermal growth factor receptor (EGFR) gene on transcription was examined with a quantitative nuclear run-off method. We could demonstrate that transcription of the EGFR gene is inhibited by approximately 80% in alleles with 21 CA repeats. In experiments with polymerase chain reaction products that spanned a region of more than 4,000 base pairs and contained the promoter, two enhancers, and the polymorphic region in the first intron of the gene, we found that transcription activity declines with increasing numbers of CA dinucleotides. In vivo pre-mRNA expression data from cultured cell lines support these findings, although other regulation mechanisms can outweigh this effect. In addition, we showed that under our experimental conditions RNA elongation terminates at a site closely downstream of the simple sequence repeat and that there are two separate major transcription start sites. Our results provide new insights in individually different EGFR gene expression and the role of the CA repeat in transcription of this proto-oncogene.

Base Sequence↗

PubMed2000

Hairpins involving both inverted and direct repeats are associated with homoplasious indels in non-coding chloroplast DNA of Taraxacum (Lactuceae: Asteraceae).

Sequence variation in 2.2 kb of non-coding regions of the chloroplast genome of eight dandelions (Taraxacum: Lactuceae) from Asia and Europe is interpreted in the light of the phylogenetic signal of base substitutions vs. indels (insertions-deletions). The four non-coding regions displayed a total of approximately 30 structural mutations of which 9 are potentially phylogenetically informative. Insertions, deletions, and an inversion were found that involved consecutive stretches of up to 172 bases. When compared to phylogenetic relationships of the chloroplast genomes based on nucleotide substitutions only, many homoplasious indels (33%) were detected that differed considerably in length and did not comprise simple sequence repeats typically associated with replication slippage. Though many indels in the intergenic spacers were associated with direct repeats, frequently, the variable stretches participated in inverted repeat stabilized hairpins. In each intergenic spacer or intron examined, nucleotide stretches ranging from 30 to 60 bp were able to fold into stabilized secondary structures. When these indels were homoplasious, they always ranked among the most stabilized hairpins in the non-coding regions. The association of higher order structures that involve both classes of repeats and parallel structural mutations in hot spot regions of the chloroplast genome can be used to differentiate among mutations that differ in phylogenetic reliability.

Asteraceae↗

PubMed2025

Differential methylation of a retrotransposon upstream of a MYB gene causes variegation of lettuce leaves, which is abolished by the presence of an (AT)5 repeat in the promoter.

Variegation, a common phenomenon in plants, can be the result of several genetic, developmental, and physiological factors. Leaves of some lettuce cultivars exhibit dramatic red variegation; however, the genetic mechanisms underlying this variegation remain unknown. In this study, we cloned the causal gene for variegation on lettuce leaves and elucidated the underlying molecular mechanisms. Genetic analysis revealed that the polymorphism of variegated versus uniformly red leaves is caused by an "AT" repeat in the promoter of the RLL2A gene encoding a MYB transcription factor. Complementation tests demonstrated that the RLL2A allele (RLL2AV) with (AT)n repeat numbers other than five led to variegated leaves. RLL2AV was expressed in the red spots but not in neighboring green regions. This expression pattern was in concert with a relatively low level of methylation in a retrotransposon inserted in -761 bp of the gene in the red spots compared to high methylation of the retrotransposon in the green region. The presence of (AT)5 in the promoter region, however, stabilized the expression of RLL2A, resulting in uniformly red leaves. In summary, we identified a novel promoter mechanism controlling variegation through inconsistent levels of methylation and showed that the presence of a simple sequence repeat of specific size could stabilize gene expression.

Promoter Regions, Genetic↗

PubMed2003

Use of transcriptional sequencing in difficult to read areas of the genome.

In genome and cDNA sequencing projects, current cycle sequencing often encounters difficult-to-sequence templates which have unique secondary structures due to GC-rich composition or repeated regions. Due to the formation of stable secondary structures, remarkable decreases in fluorescent signals are observed in cycle sequencing reactions. It is not easy to determine the nucleotide sequences of these regions. Although several modifications of sequencing reactions have been tried to overcome these problems, some unreadable regions remain as gaps in genome sequencing projects. Here, we further developed transcriptional sequencing technology and evaluated the sequencing accuracy in these regions. The method was successively applied to artificial GC cluster templates and putative secondary structure-forming templates from genomic and cDNA clones. Our results indicate that transcriptional sequencing is a powerful and accurate method for GC-rich regions, simple sequence repeats, hairpins (inverted repeats), tandem repeat DNA templates, and gap-closing in draft sequencing data.

Animals↗

PubMedDate not supplied

Characterization of microsatellites in Bambusa arundinacea and cross species amplification in other bamboos.

Microsatellites, tandem repeats of short nucleotide (1-6 bp) sequences, are the DNA marker of choice because of their highly polymorphic, ubiquitous distribution within genome, ease of genotyping through polymerase chain reaction (PCR), selectively neutral, co-dominant and multi allelic nature. Six microsatellites, three polymorphic and three monomorphic, have been characterized for the first time in a bamboo species, Bambusa arudinacea belonging to the family Poaceae. The number of alleles per locus ranges form 2 to 13. Allelic diversity ranges from 0.041 to 0.870. Polymorphic information content (PIC) values for two loci were > 0.3, an indicator of polymorphic allele. Cross species amplification has been tested in other 18 bamboo species. Monomorphic simple sequence repeats (SSRs) have been found to be cross amplified in most of the tested species while polymorphic ones in only three to four species. The utility of the SSR loci in genetic diversity study of B. arundinacea and other cross amplified bamboo species have been discussed.

Bambusa↗

PubMed1996

Characterization of microsatellite markers in eastern white pine.

An enrichment cloning method was evaluated for the isolation of microsatellite loci from eastern white pine and the resulting markers were examined for polymorphisms. A 200-fold enrichment was achieved for highly abundant (AC)n repeats, but for much less abundant (ACAG)n repeats an enrichment of only 20-fold was obtained. Using a single set of PCR conditions, 19 microsatellite loci were identified from 77 primer pairs evaluated. Genotyping of 16 (AC)n loci in 16 unrelated white pines from the north-central United States revealed an average of 5.4 alleles per locus and an average observed heterozygosity of 0.515. Five loci were scored among megagametophytes from a single pine to obtain a haploid genotype of the segregating female meiotic products. All loci segregated according to Mendelian expectations and linkage was established for two of the loci. It was concluded that (AC)n loci are highly variable in this species and that SSR (simple sequence repeat) markers can be efficiently developed for genome mapping and population genetics studies.

Alleles↗

PubMed2002

Sequence complexity profiles of prokaryotic genomic sequences: a fast algorithm for calculating linguistic complexity.

MOTIVATION: One of the major features of genomic DNA sequences, distinguishing them from texts in most spoken or artificial languages, is their high repetitiveness. Variation in the repetitiveness of genomic texts reflects the presence and density of different biologically important messages. Thus, deviation from an expected number of repeats in both directions indicates a possible presence of a biological signal. Linguistic complexity corresponds to repetitiveness of a genomic text, and potential regulatory sites may be discovered through construction of typical patterns of complexity distribution. RESULTS: We developed software for fast calculation of linguistic sequence complexity of DNA sequences. Our program utilizes suffix trees to compute the number of subwords present in genomic sequences, thereby allowing calculation of linguistic complexity in time linear in genome size. The measure of linguistic complexity was applied to the complete genome of Haemophilus influenzae. Maps of complexity along the entire genome were obtained using sliding windows of 40, 100, and 2000 nucleotides. This approach provided an efficient way to detect simple sequence repeats in this genome. In addition, local profiles of complexity distribution around the starts of translation were constructed for 21 complete prokaryotic genomes. We hypothesize that complexity profiles correspond to evolutionary relationships between organisms. We found principal differences in profiles of the GC-rich and other (non-GC-rich) genomes. We also found characteristic differences in profiles of AT genomes, which probably reflect individual species variations in translational regulation. AVAILABILITY: The program is available upon request from Alexander Bolshoy or at http://csweb.haifa.ac.il/library/#complex.

Algorithms↗

PubMed2002

Transmission disequilibrium mapping at the serotonin transporter gene (SLC6A4) region in autistic disorder.

The serotonin transporter gene (SLC6A4, MIM 182138) is a candidate gene in autistic disorder based on neurochemical, neuroendocrine studies and the efficacy of potent serotonin transporter inhibitors in reducing ritualistic behaviors and related aggression. An insertion/deletion polymorphism (5-HTTLPR) in the promoter region and a variable number of tandem repeat polymorphism (VNTR) in the second intron, were previously identified and suggested to modulate transcription. Six previous family-based association studies of SLC6A4 in autistic disorder have been conducted, with four studies showing nominally significant transmission disequilibrium and two studies with no evidence of nominally significant transmission disequilibrium. In the present study, TDT was conducted in 81 new trios. A previous finding of transmission disequilibrium between a haplotype consisting of the 5-HTTLPR and intron 2 VNTR was replicated in this study, but not preferential transmission of 5-HTTLPR as an independent marker. Because of inconsistent transmission of 5-HTTLPR across studies, SLC6A4 and its flanking regions were sequenced in 10 probands, followed by typing of 20 single nucleotide polymorphisms (SNPs) and seven simple sequence repeat (SSR) polymorphisms in 115 autism trios. When individual markers were analyzed by TDT, seven SNP markers and four SSR markers (six SNPs, 5-HTTLPR and the second intron VNTR from promoter 1A through intron 2 of SLC6A4, one SSR from intron 7 of SLC6A4, one SNP from the bleomycin hydrolase gene (BLMH, MIM 602403) and one SSR telomeric to BLMH) showed nominally significant evidence of transmission disequilibrium. Four markers showed stronger evidence of transmission disequilibrium (TDT(max) P = 0.0005) than 5-HTTLPR.

Autistic Disorder↗

PubMed1995

PCR-based genotyping and haplotype analysis of human TCRBV gene segment polymorphisms.

There are at least 63 tandemly arranged human T-cell receptor (Tcr) beta-chain variable region (BV) gene segments, which have presumably arisen by repeated gene duplication events. The 5'-most half of the TCRBV gene loci is particularly complex in organization due to the presence of multiple interspersed members of the largest BV subfamilies, BV5, BV6, and BV13. Polymorphism and linkage relationships among these genes has been poorly characterized in part due to the high similarity of these duplicands. Germline DNA polymorphisms were specifically examined in the exons and introns of these and other BV gene segments distributed across 240 kilobases (kb) in this 5'-most region. Polymerase chain reaction restriction enzyme-based assays were used to genotype ten point mutations in seven of the BV gene segments. Eight of these polymorphisms altered an amino acid of the BV gene segment. In addition, length polymorphisms due to simple sequence repeats were noted in the introns of six BV6 subfamily members. Approximately 250 unrelated haplotypes were constructed by segregation analyses of fifteen of these TCRBV polymorphisms. Linkage disequilibrium analyses indicated that haplotypic relationships are not detectable over a distance of more than 55 kb in this genomic region. These TCRBV polymorphisms, and the haplotypic analysis, provide important resources and guidance for future attempts to associate Tcr germline DNA differences in the human population with immune response differences, such as might occur in some autoimmune diseases.

Alleles↗

PubMed1996

Charcot-Marie-Tooth disease type 1A: a family study with microsatellites.

Charcot-Marie-Tooth (CMT) disease (also called Hereditary Motor and Sensory Neuropathy) is an inherited peripheral neuropathy with a prevalence rate of 1 in 2,500. Charcot-Marie-Tooth disease type 1A (CMT1A), the most common autosomal dominant form of the disease, is associated with a duplication of a segment of chromosome 17 (17p11.2). In this report we present a three-generation family with CMT1A where simple sequence repeats (di- or tri-nucleotide repeats, also called microsatellites) were used in conjunction with polymerase chain reaction (PCR) to identify the duplication. The presence of three alleles or the presence of two alleles with a dosage ratio of 1:2 for the markers D17S839 and D17S921 indicates the presence of the duplicated segment in affected family members, whereas two alleles with a ratio of 1:1 indicate absence of the duplication. Several markers outside the duplication region which have two alleles with a dosage ratio of 1:1 were used as controls. Seven CMT1A patients in this family carry the CMT1A duplication. One 12-year-old boy who has not exhibited any clinical symptoms does not have the CMT1A duplication. We believe that this is a simple, rapid, and effective method to identify the CMT1A duplication in most patients suspected of having CMT1A.

Adult↗

PubMed2004

Complete chloroplast genome sequences from Korean ginseng (Panax schinseng Nees) and comparative analysis of sequence evolution among 17 vascular plants.

The nucleotide sequence of Korean ginseng (Panax schinseng Nees) chloroplast genome has been completed (AY582139). The circular double-stranded DNA, which consists of 156,318 bp, contains a pair of inverted repeat regions (IRa and IRb) with 26,071 bp each, which are separated by small and large single copy regions of 86,106 bp and 18,070 bp, respectively. The inverted repeat region is further extended into a large single copy region which includes the 5' parts of the rpsl9 gene. Four short inversions associated with short palindromic sequences that form stem-loop structures were also observed in the chloroplast genome of P. schinseng compared to that of Nicotiana tabacum. The genome content and the relative positions of 114 genes (75 peptide-encoding genes, 30 tRNA genes, 4 rRNA genes, and 5 conserved open reading frames [ycfs]), however, are identical with the chloroplast DNA of N. tabacum. Sixteen genes contain one intron while two genes have two introns. Of these introns, only one (trnL-UAA) belongs to the self-splicing group I; all remaining introns have the characteristics of six domains belonging to group II. Eighteen simple sequence repeats have been identified from the chloroplast genome of Korean ginseng. Several of these SSR loci show infra-specific variations. A detailed comparison of 17 known completed chloroplast genomes from the vascular plants allowed the identification of evolutionary modes of coding segments and intron sequences, as well as the evaluation of the phylogenetic utilities of chloroplast genes. Furthermore, through the detailed comparisons of several chloroplast genomes, evolutionary hotspots predominated by the inversion end points, indel mutation events, and high frequencies of base substitutions were identified. Large-sized indels were often associated with direct repeats at the end of the sequences facilitating intra-molecular recombination.

Base Sequence↗

PubMed2001

Mapping genetic factors affecting the reaction to Xanthomonas axonopodis pv. phaseoli in Phaseolus vulgaris L. under field conditions.

The objectives of the present study were to evaluate the field effects of Xanthomonas axonopodis pv. phaseoli (Xap), which causes common bacterial blight (CBB) on common bean (Phaseolus vulgaris L.), and to identify genetic factors for resistance to CBB using a linkage map constructed with random amplified polymorphic DNA (RAPD), restriction fragment length polymorphism (RFLP), simple sequence repeat (SSR), and amplified fragment length polymorphism (AFLP) markers. One hundred and forty-two F2:4 lines, derived from a cross between 'OAC Seaforth' and 'OAC 95-4', and the parents were evaluated for their field reaction to CBB. In the inoculated plots, the reaction to CBB was negatively correlated with seed yield, days to maturity, plant height, hypocotyl diameter, pods per plant, and harvest index. A reduction in seed yield and its components was observed when disease-free and CBB-inoculated plots were compared. The broad-sense heritability estimate of the reaction to CBB was 0.74. The disease segregation ratio was not significantly different from the expected segregation ratio for a single locus in an F2 generation. The major gene for CBB resistance was localized on linkage group (LG) G5. A simple interval mapping procedure identified three genomic regions associated with the reaction to CBB. One quantitative trait loci (QTL), each on LG G2 (BNG71Dra1), G3 (BNG21EcoRV), and G5 (PHVPVPK-1) explained 36.3%, 10.2%, and 42.2% of the phenotypic variation for the reaction to CBB, respectively. Together, these loci explained 68.4% of the phenotypic variation. The relative positions of these QTL on the core common bean map and their comparison with the previous QTL for CBB resistance are discussed.

Chromosome Mapping↗

PubMed1987

Structure of the major block of alphoid satellite DNA on the human Y chromosome.

Alphoid DNA is a family of tandemly repeated simple sequences found mainly at the centromeres of the chromosomes of many primates. This paper describes the structure of the alphoid DNA at the centromere of the human Y chromosome. We have used pulsedfield gradient gel electrophoresis, cosmid cloning and DNA sequencing to determine the organization of the alphoid DNA on each of the Y chromosomes present in two somatic cell hybrids. In each case there is a single major block of alphoid DNA. This is approximately 470,000 bases (475 kb) long on one chromosome and approximately 575 kb long on the other. Apart from the size difference, the structures of the two blocks and the surrounding sequences are very similar. However, one restriction enzyme, AvaII, detects two clusters of sites within one block but does not cleave the other. The alphoid DNA within each block is organized into tandemly repeating units, most of which are about 5.7 kb long. A few variant units present on one chromosome are about 6.0 kb long. These variants, like the AvaII site variants, are clustered. The 5.7 kb and 6.0 kb units themselves consist of tandemly repeating 170 base-pair subunits. The 6.0 kb unit has two more of these subunits than the 5.7 kb unit. Our results provide a basis for further structural analysis of the human Y chromosome centromeric region, and suggest that long-range structural polymorphisms of tandemly repeated sequence families may be frequent.

Base Sequence↗

PubMed2003

Identification of putative QTL that underlie yield in interspecific soybean backcross populations.

Glycine soja, the wild progenitor of soybean, is a potential source of useful genetic variation in soybean improvement. The objective of our study was to map quantitative trait loci (QTL) from G. soja that could improve the crop. Five populations of BC(2)F(4)-derived lines were developed using the Glycine max cultivar IA2008 as a recurrent parent and the G. soja plant introduction (PI) 468916 as a donor parent. There were between 57 and 112 BC(2)F(4)-derived lines in each population and a total of 468 lines for the five populations. The lines were evaluated with simple sequence repeat markers and in field tests for yield, maturity, plant height, and lodging. The field testing was done over 2 years and at two locations each year. Marker data were analyzed for linkage and combined with field data to identify QTL. Using an experimentwise significance threshold of P=0.05, four yield QTL were identified across environments on linkage groups C2, E, K, and M. For these yield QTL, the IA2008 marker allele was associated with significantly greater yield than the marker allele from G. soja. In addition, one lodging QTL, four maturity QTL, and five QTL for plant height were identified across environments. Of the 14 QTL identified, eight mapped to regions where QTL with similar effects were previously mapped. Many regions carrying the yield QTL were also significant for other traits, such as plant height and lodging. When the significance threshold was reduced and the data were analyzed with simple linear regression, four QTL with a positive allele for yield from G. soja were mapped. One epistatic interaction between two genetic regions was identified for yield using an experimentwise significance threshold of P=0.05. Additional research is needed to establish whether multiple trait associations are the result of pleiotropy or genetic linkage and to retest QTL with a positive effect from G. soja.

Analysis of Variance↗