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1.
The alphas1-casein (alphas1-Cas) locus in the goat is characterized by a polymorphism, the main feature of which is to be qualitative as well as quantitative. A systematic analysis performed in an autochthon southern Italy breed identified a new rare allele (M), which was characterized at both the protein and genomic level. The M protein displays the slowest electrophoretic mobility of the alphas1-Cas variants described so far. MS and automated Edman degradation experiments showed that this behavior was due to the loss of two phosphate residues in the multiple phosphorylation site (64SP-SP-SP-SP-SP-E-70E) consecutively to a Ser-->Leu substitution at position 66 of the peptide chain (64S-SP-L-SP-SP-E-70E). This was confirmed by sequencing a genomic DNA fragment encompassing exon 9 where the 8th codon (TCG) was shown to be mutated to TTG. Sequencing of amplified genomic DNA segments spanning the 5' and 3' flanking regions of each exon allowed us to identify 23 single nucleotide polymorphisms and two insertion/deletion events in the coding as well as the noncoding regions. A comparison of specific haplotypes defined for each of the alphas1-CasF, A and M alleles indicates that the M allele probably arises from interallelic recombination between alleles A and B2, followed by a C-->T transition at nucleotide 23 of the ninth exon. The region encompassing the recombination break point was putatively located between nucleotide 86 upstream and nucleotide 40 downstream of exon 8. Interallelic recombination therefore appears to be a possible means of generating allelic diversity at the alphas1-Cas locus, at least in the goat. The previously proposed molecular phylogeny must now be revised, possibly starting from two ancestral allelic lineages.  相似文献   

2.
Allelic dimorphism is a characteristic feature of the Plasmodium falciparum msp1 gene encoding the merozoite surface protein 1, a strong malaria vaccine candidate. Meiotic recombination is a major mechanism for the generation of msp1 allelic diversity. Potential recombination sites have previously been mapped to specific regions within msp1 (a 5' 1-kb region and a 3' 0.4-kb region) with no evidence for recombination events in a central 3.5-kb region. However, evidence for the lack of recombination events is circumstantial and inconclusive because the number of msp1 sequences analysed is limited, and the frequency of recombination events has not been addressed previously in a high transmission area, where the frequency of meiotic recombination is expected to be high. In the present study, we have mapped potential allelic recombination sites in 34 full-length msp1 sequences, including 24 new sequences, from various geographic origins. We also investigated recombination events in blocks 6 to 16 by population genetic analysis of P. falciparum populations in Tanzania, where malaria transmission is intense. The results clearly provide no evidence of recombination events occurring between the two major msp1 allelic types, K1-type and Mad20-type, in the central region, but do show recombination events occurring throughout the entire gene within sequences of the Mad20-type. Thus, the present study indicates that allelic dimorphism of msp1 greatly affects inter-allelic recombination events, highlighting a unique feature of allelic diversity of P. falciparum msp1.  相似文献   

3.
The A mating type locus of the fungus Coprinus cinereus is a complex, multigenic locus which regulates compatibility and subsequent sexual development. Genes within the A locus such as the b1 gene studied here exhibit extreme sequence variation. In this work, we asked how b1 alleles have evolved high levels of variation and, at the same time, conserved function. We compared sequence variation in 17 alleles characterized as belonging to seven different compatibility classes. Comparison of sequence variation between representatives of these seven classes shows that different regions of the b1 gene have been subject to varying levels of substitution, recombination, and structural/functional constraints. The N-terminal region of the encoded protein, which has been previously demonstrated to govern self/nonself recognition, exhibited hypervariability with levels of amino acid identity as low as 41%. We used a novel analysis of neutral mutations accumulating in this gene to rule out the possibility that the N-terminal region is hypermutable. In contrast, the C-terminal region displayed heterogeneous levels of variation, with functional motifs being better conserved. In fact, there is a duality in the b1 gene between variability and conservation; recombination events have homogenized the C-terminal region, while recombination events are undetectable in the N-terminal region. The ability to regulate sexual development is maintained in all of the mating compatibility alleles studied, and these data suggest that some functional motifs may tolerate high levels of substitution.  相似文献   

4.
Oligoadenylate synthetases (OASs) are interferon-inducible enzymes that participate in the first line of defense against a wide range of viral infection. Recent studies have determined that Oas1b, a member of the OAS gene family in the house mouse (Mus musculus), provides specific protection against flavivirus infection (e.g., West Nile virus, dengue fever virus, and yellow fever virus). We characterized the nucleotide sequence variation in coding and noncoding regions of the Oas1b gene for a large number of wild-derived strains of M. musculus and related species. Our sequence analyses determined that this gene is one of the most polymorphic genes ever described in any mammal. The level of variation in noncoding regions of Oas1b is an order of magnitude higher than the level reported for other regions of the mouse genome and is significantly different from the level of intraspecific variation expected under neutrality. Furthermore, a phylogenetic analysis of intronic sequences demonstrated that Oas1b alleles are ancient and that their divergence predates several speciation events, resulting in transspecific polymorphisms. The amino acid sequence of Oas1b is also extremely variable, with 1 out of 7 amino acid positions being polymorphic within M. musculus. Oas1b alleles are comparatively more divergent at synonymous positions than most autosomal genes and the ratio of nonsynonymous to synonymous substitution is remarkably high, suggesting that positive selection has been acting on Oas1b. The ancestry of Oas1b polymorphisms and the high level of amino acid polymorphisms strongly suggest that the allelic variation at Oas1b has been maintained in mouse populations by long-term balancing selection.  相似文献   

5.
The molecular evolution of the leukotoxin structural gene (lktA) of Mannheimia (Pasteurella) haemolytica was investigated by nucleotide sequence comparison of lktA in 31 bovine and ovine strains representing the various evolutionary lineages and serotypes of the species. Eight major allelic variants (1.4 to 15.7% nucleotide divergence) were identified; these have mosaic structures of varying degrees of complexity reflecting a history of horizontal gene transfer and extensive intragenic recombination. The presence of identical alleles in strains of different genetic backgrounds suggests that assortative (entire gene) recombination has also contributed to strain diversification in M. haemolytica. Five allelic variants occur only in ovine strains and consist of recombinant segments derived from as many as four different sources. Four of these alleles consist of DNA (52.8 to 96.7%) derived from the lktA gene of the two related species Mannheimia glucosida and Pasteurella trehalosi, and four contain recombinant segments derived from an allele that is associated exclusively with bovine or bovine-like serotype A2 strains. The two major lineages of ovine serotype A2 strains possess lktA alleles that have very different evolutionary histories and encode divergent leukotoxins (5.3% amino acid divergence), but both contain segments derived from the bovine allele. Homologous segments of donor and recipient alleles are identical or nearly identical, indicating that the recombination events are relatively recent and probably postdate the domestication of cattle and sheep. Our findings suggest that host switching of bovine strains from cattle to sheep, together with inter- and intraspecies recombinational exchanges, has played an important role in generating leukotoxin diversity in ovine strains. In contrast, there is limited allelic diversity of lktA in bovine strains, suggesting that transmission of strains from sheep to cattle has been less important in leukotoxin evolution.  相似文献   

6.
Conventional phylogenetic trees for the human leukocyte antigen (HLA)-DRB1 alleles constructed by the neighbor-joining (Saitou and Nei 1987) and UPGMA (Sneath and Sokal 1973) methods using nucleotide sequences of the DRB1 alleles suggest that DRB1*0701 may have diverged from other DRB1 alleles before the separation of the human and chimpanzee species, because of a large number of nucleotide changes in DRB1*0701 compared with any of the other DRB1 alleles. Here we show new evidence that the haplotypes centering on DRB1*0701 and DRB1*04 alleles are the most homologous. This suggests that these haplotypes have derived from the common ancestral haplotype, and that they have likely retained complete linkage disequilibrium even after the divergence of the DRB1*0701 and DRB1*04 allelic lineages. Together with the corresponding haplotype carrying chimpanzee DRB1*0701, which has a high sequence homology to HLA-DRB1*0701, these haplotypes reveal that: (1) the DRB1*04 allelic lineage may have been generated from the DRB1*0701 lineage after the separation of the human and chimpanzee species; (2) the DRB1*04 allelic lineage possibly has a higher substitution rate of DRB1 compared with pseudogene and neutral region; (3) there could be a significant difference in the substitution rate of DRB1 between the DRB1*0701 and DRB1*04 allelic lineages. Based on the difference between the present and previous results, we would like to propose that phylogenetic studies using not only nucleotide sequences of the DRB1 alleles but also haplotypes centering on the alleles should be conducted for understanding detailed phylogenetic relationships of the DRB1 alleles.  相似文献   

7.
A. L. Hughes  M. K. Hughes    D. I. Watkins 《Genetics》1993,133(3):669-680
A statistical study of DNA sequences of alleles at the highly polymorphic class I MHC loci of humans, HLA-A and HLA-B, showed evidence of both large-scale recombination events (involving recombination of exons 1-2 of one allele with exons 3-8 of another) and small-scale recombination events (involving apparent exchange of short DNA segments). The latter events occurred disproportionately in the region of the gene encoding the antigen recognition site (ARS) of the class I molecule. Furthermore, they involved the ARS codons which are under the strongest selection favoring allelic diversity at the amino acid level. Thus, the frequency of recombinant alleles appears to have been increased by some form of balancing selection (such as overdominant selection) favoring heterozygosity in the ARS. These analyses also revealed a striking difference between the A and B loci. Recombination events appear to have occurred about twice as frequently at the B locus, and recombinants at the B locus were significantly more likely to affect polymorphic sites in the ARS. At the A locus, there are well-defined allelic lineages that have persisted since prior to the human-chimpanzee divergence; but at the B locus, there is no evidence for such long-lasting allelic lineages. Thus, relatively frequent interallelic recombination has apparently been a feature of the long-term evolution of the B locus but not of the A locus.  相似文献   

8.
For most HLA-A alleles the phylogeny of the 3' non-coding regions has not yet been studied systematically. In this study, we have determined the sequences of introns 4-7 in 50 HLA-A variants, and have computed nucleotide substitution rates and phylogenetic relationships. The A2/A28, A9, and A10 groups were characterized by clear lineage specificity. For the A19 group, lineage specificity was weaker. A*3001 clustered together with the alleles of the A1/A3/A11/A36 serological family, but not with the A19 group alleles. Reduced lineage specificity was also observed for the alleles of the A1/A3/A11/A36groups. The 3' intron sequences of A*8001 were clearly distinct from all other alleles studied. In several cases two allelic groups shared identical intron sequences, whereby the patterns varied with the introns. A similar situation has been previously described for the 5' introns. Since recombination is the major mechanism of HLA diversification, the intronic lineage specificity corresponds to the comparatively lower recombination rate of the HLA-A 3' exons. The low level of recombination within the 3' region of HLA-A is supported by the low CpG content with a maximum of 3.0% in this region compared with up to 10.7% in the 5' region. Apart from phylogenetic studies of HLA diversity and diversification, the sequence data obtained in our study may prove valuable for the development of a haplotype-specific sequencing strategy for the HLA-A3' exons and for the explanation of recombination events in newly described HLA class I alleles.  相似文献   

9.
DNA sequence variation in BpMADS2 gene in two populations of Betula pendula   总被引:4,自引:0,他引:4  
The PISTILLATA (PI) homologue, BpMADS2, was isolated from silver birch (Betula pendula Roth) and used to study nucleotide polymorphism. Two regions (together about 2450 bp) comprising mainly untranslated sequences were sequenced from 10 individuals from each of two populations in Finland. The nucleotide polymorphism was low in the BpMADS2 locus, especially in the coding region. The synonymous site overall nucleotide diversity (pis) was 0.0043 and the nonsynonymous nucleotide diversity (pia) was only 0.000052. For the whole region, the pi values for the two populations were 0.0039 and 0.0045, and for the coding regions, the pi values were only 0 and 0.00066 (for the corresponding coding regions of Arabidopsis thaliana PI world-wide pi was 0.0021). Estimates of pi or theta did not differ significantly between the two populations, and the two populations were not diverged from each other. Two classes of BpMADS2 alleles were present in both populations, suggesting that this gene exhibits allelic dimorphism. In addition to the nucleotide site variation, two microsatellites were also associated within the haplotypes. This allelic dimorphism might be the result of postglacial re-colonization partly from northwestern, partly from southeastern/eastern refugia. The sequence comparison detected five recombination events in the regions studied. The large number of microsatellites in all of the three introns studied suggests that BpMADS2 is a hotspot for microsatellite formation.  相似文献   

10.
Twenty-three sequence haplotypes spanning the boundary of the second exon and intron of a red-winged blackbird Mhc class II B gene, Agph-DAB1, are presented. The polymorphism of the exon segment is distributed in two divergent allelic lineages which appear to be maintained by balancing selection. The silent nucleotide diversity of the exon (pi = 0.101) is more than five times that of the intron (pi = 0.018) and decays rapidly across the exon-intron boundary. Additionally, genealogical reconstruction indicates that divergence from a common ancestor in the exon sample is over four times that of the intron. The intron sequences reveal a pattern of polymorphism which is characteristic of directional selection, rather than a pattern expected from linkage to a balanced polymorphism. These results suggest that the evolutionary histories of these two adjacent regions have been disassociated by recombination or gene conversion. The estimated population recombination parameter between the exon and the intron is sufficiently high (4NeC = 8.545) to explain the homogenization of intron sequences. Compatibility analyses estimate that these events primarily occur from the exon-intron boundary to about 20-30 bases into the intron. Additionally, the observation that divergent exon alleles share identical intron sequence supports the conclusion of disassociation of exon and intron evolutionary histories by recombination.  相似文献   

11.
Novinska MS  Pietz BC  Ellis TM  Newman DK  Newman PJ 《Gene》2006,376(1):95-101
Previous studies have reported the existence of eleven different single nucleotide polymorphisms (SNPs) within human PECAM-1 mRNA, several of which have recently been associated with disease. Though SNPs in the PECAM-1 gene have been known for some time, the genetic background on which they exist, and their association into distinct allelic isoforms has not yet been established. To identify the major allelic isoforms of PECAM-1, we determined the nucleotide sequence of individual full-length cloned cDNAs derived from anonymous, unrelated volunteer individuals. Initial sequence analysis of 34 alleles from 17 individuals confirmed the presence of two distinct human PECAM-1 alleles (L(98)S(536)R(643) and V(98)N(536)G(643)) within the human population. Each of these were found, upon more detailed analysis, to be superimposed on a previously unreported a2479g nucleotide polymorphism within the 3' untranslated region (3'UTR) that occurred on both allelic isoforms - yielding a total of four major alleles. Multiplex Luminex bead analysis of an additional 259 individuals allowed identification of 117 individuals homozygous for either the L(98)S(536) or V(98)N(536) allele, and sequence analysis around the R643G and a2479g polymorphic sites permitted accurate determination of significant differences in the gene frequencies of LSRa, LSRg, VNGa, and VNGg among Caucasian individuals. Identification of these PECAM-1 allelic isoforms should facilitate future detailed examination of PECAM-1-related disease associations, and may help resolve previously disparate results.  相似文献   

12.
This paper presents the nucleotide sequence of the mod-res operon of phage P1, which encodes the two structural genes for the EcoP1 type III restriction and modification system. We have also sequenced the mod gene of the allelic EcoP15 system. The mod gene product is responsible for binding the system-specific DNA recognition sequences in both restriction and modification; it also catalyses the modification reaction. A comparison of the two mod gene product sequences shows that they have conserved amino and carboxyl ends but have completely different sequences in the middle of the molecules. Two alleles of the EcoP1 mod gene that are defective in modification but not in restriction were also sequenced. The mutations in both alleles lie within the non-conserved regions.  相似文献   

13.
Derivatives of plasmid pBR322 DNA containing tet mutations were constructed by inserting XhoI linkers at various sites in the tetracycline resistance gene. Monomer plasmids containing either the tet-10 allele located at nucleotide position 23 or the tet-14 allele located at nucleotide position 1267 were used to construct a circular dimer containing one copy of each allele and a circular trimer containing one copy of the tet-10 allele and two copies of the tet-14 allele. Genetic recombination of these plasmid DNAs to produce a functional tetracycline resistance gene could be detected as the production of tetracycline-resistant progeny during the growth of transformants or using a restriction mapping assay which detected the rearrangement of the mutant alleles. The structure of individual tetracycline-resistant recombination products was determined by restriction mapping. This analysis suggested that as many as 70% of the plasmid recombination events in Escherichia coli AB1157 could have involved gene conversion events. The formation of these recombination products was most easily predicted by a model involving figure 8 recombination intermediates and the formation of symmetric regions of heteroduplex. Recombination in JC10287 delta(srlR-recA)304 occurred at 5% of the wild-type frequency and appeared to occur by a similar mechanism. Recombination in JC9604 recA56 recB21 recC22 sbcA23 occurred at 20 times the wild-type frequency and appeared to involve multiple independent recombination events.  相似文献   

14.
两栖类正经历全球范围内的种群衰退,很多两栖动物集群灭绝事件与环境病原体(如壶菌(Batrachochytrium dendrobatidis)的侵扰有关。MHC基因的表达产物在有颌脊椎动物免疫应答过程中起关键作用,其多态性通常与动物对疾病的抗性或易感性密切相关,因而被认为是研究动物适应性进化的最佳候选基因之一。本文对中国特有的无尾两栖动物凹耳蛙(Odorrana tormota)MHC II类B基因多态性进行初步研究。首先,利用1对通用引物扩增出凹耳蛙MHC II类B基因exon2长约180bp的DNA片段。在此基础上,利用ligation-mediated PCR进一步获取侧翼未知序列,序列拼接后长2,030bp,包含exon2以及intron1和intron2的部分序列。基于上述序列设计出凹耳蛙B基因exon2特异性引物(IIQ1BU/IIQ1BD),对该物种黄山种群32个样品进行PCR扩增和克隆测序,共获得34个不同的等位基因,等位基因序列核苷酸和氨基酸变异位点的比例分别为16.17%(33/204)和26.87%(18/67),大多数氨基酸变异位点位于推测的抗原结合位点(antigen binding sites,ABS)。每个样品包含2-5个等位基因,结合等位基因序列特征以及cDNA表达分析结果,推测凹耳蛙至少拥有3个可表达的B基因座位。与文献报道的蛙科其他物种比较后发现,尽管凹耳蛙目前的分布区非常狭窄,但其MHC II类B基因多态性明显高于蛙科其他动物。等位基因碱基替换模式提示凹耳蛙MHC II类B基因曾经历过强烈的正选择作用,ABS区的dN值显著大于dS(P<0.05),PAML软件包CODEML程序中不同模型的似然比检测(likelihood rate test)结果同样支持上述推论,贝叶斯经验贝叶斯路径(Bayesian Em-pirical Bayes)共检测出5个显著受正选择作用的氨基酸位点。贝叶斯系统树的拓扑结构显示,无尾两栖类不同科的等位基因分别形成单系群,但蛙科不同属的等位基因未能形成单系群,蛙属绿池蛙(Rana clamitans)的1个等位基因与臭蛙属凹耳蛙的部分等位基因享有共同的谱系关系,提示蛙科不同属间的B基因存在跨种多态性。  相似文献   

15.
Genetic recombination impacts on neisserial biology in two ways: (i) specific loci undergo rearrangement at high frequency leading to the formation of many different alleles; and (ii) Neisseria , being naturally competent for DNA transformation, provide a means to disseminate the novel alleles throughout a population. In this study pilE was used as a model system to examine heteroallelic recombination following DNA transformation. When gonococci were transformed with chromosomal donor DNA containing different pilE alleles, the majority of pilE recombinants arose through allelic replacement. Co-conversion analysis across pilE showed that in ∼ 85–90% of recombination events encompassing pilE and an adjacent opa locus, linkage was maintained (i.e. ∼ 10–15% of recombination events terminated within the ∼ 1000 base pair pilE/opaE interval). In addition to those recombinants that arose through allelic replacement, a large pilus-minus subpopulation was also observed (∼ 10% of all recombinants), indicating that many recombination events did not yield recombinant pilE s that could be assembled into functional pili. PilE mosaics increased following transformation with plasmid donor DNAs carrying pilE with limited flanking-sequence homology, suggesting a potential role for flanking-sequence homologies in mosaic formation. Overall, the data support the view that horizontal transmission of chromosomal DNA between gonococci will favour the spread of intact alleles, as opposed to expanding the allelic repertoire through the formation of gene mosaics.  相似文献   

16.
Multiple alleles controlling different gene-for-gene flax rust resistance specificities occur at the L locus of flax. At least three distinct regions can be recognized in the predicted protein products: the Toll/interleukin-1 receptor homology (TIR) region, a nucleotide binding site (NBS) region, and a leucine-rich repeat (LRR) region. Replacement of the TIR-encoding region of the L6 allele with the corresponding regions of L2 or LH by recombination changed the specificity of the allele from L6 to L7. Replacement of the TIR and most of the NBS-encoding region of L10 with the equivalent region of L2 or L9 generated recombinant alleles having a novel specificity. However, replacement of the L10 TIR-encoding region with the TIR-encoding region of L2 gave rise to an allele with no detectable specificity. These data indicate that non-LRR regions can determine specificity differences between allelic gene products and that functional specificity involves interactions between coadapted polymorphic regions in the protein products of the alleles. Evidence for the action of diversifying selection on the TIR region is observed.  相似文献   

17.
Nuclear DNA sequence data for diploid organisms are potentially a rich source of phylogenetic information for disentangling the evolutionary relationships of closely related organisms, but present special phylogenetic problems owing to difficulties arising from heterozygosity and recombination. We analyzed allelic relationships for two nuclear gene regions (phosphoenolpyruvate carboxykinase and elongation factor-1a), along with a mitochondrial gene region (NADH dehydrogenase subunit 5), for an assemblage of closely related species of carabid beetles (Carabus subgenus Ohomopterus). We used a network approach to examine whether the nuclear gene sequences provide substantial phylogenetic information on species relationships and evolutionary history. The mitochondrial gene genealogy strongly contradicted the morphological species boundary as a result of introgression of heterospecific mitochondria. Two nuclear gene regions showed high allelic diversity within species, and this diversity was partially attributable to recombination between various alleles and high variability in the intron region. Shared nuclear alleles among species were rare and were considered to represent shared ancestral polymorphism. Despite the presence of recombination, nuclear allelic networks recovered species monophyly more often and presented genetic differentiation patterns (low to high) among species more clearly. Overall, nuclear gene networks provide clear evidence for separate biological species and information on the phylogenetic relationships among closely related carabid beetles.  相似文献   

18.
19.
Spontaneous and double-strand break (DSB)-induced allelic recombination in yeast was investigated in crosses between ura3 heteroalleles inactivated by an HO site and a +1 frameshift mutation, with flanking markers defining a 3.4-kbp interval. In some crosses, nine additional phenotypically silent RFLP mutations were present at approximately 100-bp intervals. Increasing heterology from 0.2 to 1% in this interval reduced spontaneous, but not DSB-induced, recombination. For DSB-induced events, 75% were continuous tract gene conversions without a crossover in this interval; discontinuous tracts and conversions associated with a crossover each comprised approximately 7% of events, and 10% also converted markers in unbroken alleles. Loss of heterozygosity was seen for all markers centromere distal to the HO site in 50% of products; such loss could reflect gene conversion, break-induced replication, chromosome loss, or G2 crossovers. Using telomere-marked strains we determined that nearly all allelic DSB repair occurs by gene conversion. We further show that most allelic conversion results from mismatch repair of heteroduplex DNA. Interestingly, markers shared between the sparsely and densely marked interval converted at higher rates in the densely marked interval. Thus, the extra markers increased gene conversion tract lengths, which may reflect mismatch repair-induced recombination, or a shift from restoration- to conversion-type repair.  相似文献   

20.
Recessive allelic variations were investigated at 3 microsatellite (SSR) sites within theO2 gene by using 14 inbredo2 lines and a wild-type line in maize. Among the 15 lines, allelic variations were observed at umc1066, phi057, and phi112 sites. Two alleles were found at the umc1066 site—a recessive allele with 2 perfect GCCAGA repeats and a dominant allele with 3 perfect repeats. Three alleles were found at the phi057 site—2 recessive alleles with 3 and 5 perfect GCC repeats, respectively, and another with 4 perfect repeats consistent with a dominant allele. At least 4 alleles exist at the phi112 site—among which 1 recessive allele has a 1-bp deletion, another has a 15-bp deletion, and other has no PCR products compared to the dominant allele; all the alleles have unchanged AG repeats. The phi057 site in exon 6 was identified to be a hypervariable region in the coding sequence of the02 gene, in addition to the 2 hypervariable regions in exon 1 previously reported. The primary mechanisms underlying the variations in repeat numbers and regions flanking the SSR within theO2 gene appear to be unequal crossing over and replication slippage. Furthermore, base substitution of SSR motif can create heteroalleles and modify the repeat number of SSR. The lysine content of kernel in theO2 ando2 lines correlates to a considerable extent with nucleotide variations at the umc1066, phi057, and phi112 sites. Our study suggests that it is best to use the 3 markers together in molecular marker-assisted selection for high-lysine maize materials.  相似文献   

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