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1.
BMC Plant Biol ; 10: 27, 2010 Feb 12.
Article in English | MEDLINE | ID: mdl-20152036

ABSTRACT

BACKGROUND: OMT (O-methyltransferase) genes are involved in lignin biosynthesis, which relates to stover cell wall digestibility. Reduced lignin content is an important determinant of both forage quality and ethanol conversion efficiency of maize stover. RESULTS: Variation in genomic sequences coding for COMT, CCoAOMT1, and CCoAOMT2 was analyzed in relation to stover cell wall digestibility for a panel of 40 European forage maize inbred lines, and re-analyzed for a panel of 34 lines from a published French study. Different methodologies for association analysis were performed and compared. Across association methodologies, a total number of 25, 12, 1, 6 COMT polymorphic sites were significantly associated with DNDF, OMD, NDF, and WSC, respectively. Association analysis for CCoAOMT1 and CCoAOMT2 identified substantially fewer polymorphic sites (3 and 2, respectively) associated with the investigated traits. Our re-analysis on the 34 lines from a published French dataset identified 14 polymorphic sites significantly associated with cell wall digestibility, two of them were consistent with our study. Promising polymorphisms putatively causally associated with variability of cell wall digestibility were inferred from the total number of significantly associated SNPs/Indels. CONCLUSIONS: Several polymorphic sites for three O-methyltransferase loci were associated with stover cell wall digestibility. All three tested genes seem to be involved in controlling DNDF, in particular COMT. Thus, considerable variation among Bm3 wildtype alleles can be exploited for improving cell-wall digestibility. Target sites for functional markers were identified enabling development of efficient marker-based selection strategies.


Subject(s)
Cell Wall/chemistry , Lignin/biosynthesis , Methyltransferases/genetics , Zea mays/enzymology , DNA, Plant/genetics , Genetic Association Studies , Genotype , INDEL Mutation , Linkage Disequilibrium , Logistic Models , Models, Genetic , Phenotype , Polymorphism, Single Nucleotide , Sequence Alignment , Sequence Analysis, DNA , Zea mays/genetics
2.
BMC Plant Biol ; 10: 12, 2010 Jan 15.
Article in English | MEDLINE | ID: mdl-20078869

ABSTRACT

BACKGROUND: Reduced lignin content leads to higher cell wall digestibility and, therefore, better forage quality and increased conversion of lignocellulosic biomass into ethanol. However, reduced lignin content might lead to weaker stalks, lodging, and reduced biomass yield. Genes encoding enzymes involved in cell wall lignification have been shown to influence both cell wall digestibility and yield traits. RESULTS: In this study, associations between monolignol biosynthetic genes and plant height (PHT), days to silking (DTS), dry matter content (DMC), and dry matter yield (DMY) were identified by using a panel of 39 European elite maize lines. In total, 10 associations were detected between polymorphisms or tight linkage disequilibrium (LD) groups within the COMT, CCoAOMT2, 4CL1, 4CL2, F5H, and PAL genomic fragments, respectively, and the above mentioned traits. The phenotypic variation explained by these polymorphisms or tight LD groups ranged from 6% to 25.8% in our line collection. Only 4CL1 and F5H were found to have polymorphisms associated with both yield and forage quality related characters. However, no pleiotropic polymorphisms affecting both digestibility of neutral detergent fiber (DNDF), and PHT or DMY were discovered, even under less stringent statistical conditions. CONCLUSION: Due to absence of pleiotropic polymorphisms affecting both forage yield and quality traits, identification of optimal monolignol biosynthetic gene haplotype(s) combining beneficial quantitative trait polymorphism (QTP) alleles for both quality and yield traits appears possible within monolignol biosynthetic genes. This is beneficial to maximize forage and bioethanol yield per unit land area.


Subject(s)
Biomass , Lignin/biosynthesis , Plant Proteins/genetics , Zea mays/genetics , Cell Wall/metabolism , Crops, Agricultural/genetics , DNA, Plant/genetics , Genetic Association Studies , Linkage Disequilibrium , Phenotype , Plant Proteins/metabolism , Quantitative Trait, Heritable , Sequence Analysis, DNA , Zea mays/enzymology
3.
Genet Mol Biol ; 33(2): 328-32, 2010 Apr.
Article in English | MEDLINE | ID: mdl-21637490

ABSTRACT

The usefulness of IRAP (inter-retrotransposon amplified polymorphism) and ITS-RFLP (restriction of PCR-amplified internal transcribed spacers of the rDNA) markers in the analysis of 39 Pyrenophora graminea isolates was determined. Each marker system could discriminate between all of the isolates in detecting polymorphism, albeit with variable efficiency. IRAP and ITS-RFLP produced 85% and 77% polymorphic bands, respectively, with a corresponding mean polymorphic information content (PIC) of 0.38 and 0.36. The IRAP marker index ratio (2.41) was higher than ITS-RFLP (1.50). On one hand, the quality nature of data (QND) was higher for ITS-RFLP (0.169) than IRAP (0.093). However, correlation between both marker similarity matrices was significant (r = 0.34, p < 0.05). These findings suggest their combined use in phylogenetic analysis. To our knowledge, this is the first report of a comparison involving these two advanced DNA marker systems.

4.
Genet. mol. biol ; 33(2): 328-332, 2010. ilus, tab
Article in English | LILACS | ID: lil-548821

ABSTRACT

The usefulness of IRAP (inter-retrotransposon amplified polymorphism) and ITS-RFLP (restriction of PCR-amplified internal transcribed spacers of the rDNA) markers in the analysis of 39 Pyrenophora graminea isolates was determined. Each marker system could discriminate between all of the isolates in detecting polymorphism, albeit with variable efficiency. IRAP and ITS-RFLP produced 85 percent and 77 percent polymorphic bands, respectively, with a corresponding mean polymorphic information content (PIC) of 0.38 and 0.36. The IRAP marker index ratio (2.41) was higher than ITS-RFLP (1.50). On one hand, the quality nature of data (QND) was higher for ITS-RFLP (0.169) than IRAP (0.093). However, correlation between both marker similarity matrices was significant (r = 0.34, p < 0.05). These findings suggest their combined use in phylogenetic analysis. To our knowledge, this is the first report of a comparison involving these two advanced DNA marker systems.

6.
BMC Plant Biol ; 8: 2, 2008 Jan 03.
Article in English | MEDLINE | ID: mdl-18173847

ABSTRACT

BACKGROUND: Forage quality of maize is influenced by both the content and structure of lignins in the cell wall. Biosynthesis of monolignols, constituting the complex structure of lignins, is catalyzed by enzymes in the phenylpropanoid pathway. RESULTS: In the present study we have amplified partial genomic fragments of six putative phenylpropanoid pathway genes in a panel of elite European inbred lines of maize (Zea mays L.) contrasting in forage quality traits. Six loci, encoding C4H, 4CL1, 4CL2, C3H, F5H, and CAD, displayed different levels of nucleotide diversity and linkage disequilibrium (LD) possibly reflecting different levels of selection. Associations with forage quality traits were identified for several individual polymorphisms within the 4CL1, C3H, and F5H genomic fragments when controlling for both overall population structure and relative kinship. A 1-bp indel in 4CL1 was associated with in vitro digestibility of organic matter (IVDOM), a non-synonymous SNP in C3H was associated with IVDOM, and an intron SNP in F5H was associated with neutral detergent fiber. However, the C3H and F5H associations did not remain significant when controlling for multiple testing. CONCLUSION: While the number of lines included in this study limit the power of the association analysis, our results imply that genetic variation for forage quality traits can be mined in phenylpropanoid pathway genes of elite breeding lines of maize.


Subject(s)
Genes, Plant/genetics , Phenylpropionates/metabolism , Zea mays/genetics , Zea mays/metabolism , Base Sequence , Breeding , Gene Expression Profiling , Gene Expression Regulation, Plant , Genetic Markers , Genetic Variation , Haplotypes , Linkage Disequilibrium , Molecular Sequence Data , Plant Proteins/genetics , Plant Proteins/metabolism , Zea mays/classification
7.
Theor Appl Genet ; 114(2): 307-19, 2007 Jan.
Article in English | MEDLINE | ID: mdl-17123062

ABSTRACT

Forage quality of maize is influenced by both the content and structure of lignin in the cell wall. Phenylalanine Ammonia-Lyase (PAL) catalyzes the first step in lignin biosynthesis in plants; the deamination of L-phenylalanine to cinnamic acid. Successive enzymatic steps lead to the formation of three monolignols, constituting the complex structure of lignin. We have cloned and sequenced a PAL genomic sequence from 32 maize inbred lines currently employed in forage maize breeding programs in Europe. Low nucleotide diversity and excessive linkage disequilibrium (LD) was identified at this PAL locus, possibly reflecting selective constrains resulting from PAL being the first enzyme in the monolignol, and other, pathways. While the association analysis was affected by extended LD and population structure, several individual polymorphisms were associated with neutral detergent fiber (not considering population structure) and a single polymorphism was associated with in vitro digestibility of organic matter (considering population structure).


Subject(s)
Inbreeding , Linkage Disequilibrium/genetics , Phenylalanine Ammonia-Lyase/genetics , Zea mays/enzymology , Zea mays/genetics , Genetic Markers , Nucleotides/genetics , Phenylalanine Ammonia-Lyase/physiology , Signal Transduction/physiology , Zea mays/physiology
8.
Plant Mol Biol ; 62(4-5): 697-714, 2006 Nov.
Article in English | MEDLINE | ID: mdl-17016741

ABSTRACT

The molecular mechanisms underlying cell wall digestibility in maize (Zea mays L.) have been studied in three sets of maize brown-midrib isogenic lines in the genetic background of inbreds 1332 (1332 and 1332 bm3), 5361 (5361 and 5361 bm3), and F2 (F2, F2 bm1, F2 bm2, and F2 bm3). Two complementary approaches, SSH (suppression subtractive hybridization) and microarray-based expression profiling, were used to isolate and identify candidate genes in isogenic lines for bm mutants. Metabolic pathway analysis revealed that transcriptional events caused by altering the expression of a single bm gene involve all metabolic and signaling pathways. 53 ESTs were differentially expressed in all three isogenic bm3 comparisons, whereas 32 ESTs were consistently differentially expressed in different bm isogenic lines in F2 background. About 70% ESTs isolated by SSH were not present on the unigene microarray, demonstrating the usefulness of the SSH procedure to identify genes related to cell wall digestibility. Together with lignin analysis by cellular UV-microspectrophotometry, expression profiling in isogenic bm lines proved to be useful to understand alterations at the sub-cellular and molecular level with respect to lignin composition. The down-regulation of COMT affected the expression of CCoAOMT genes and caused a reduced content both of G and S units in bm3 mutants.


Subject(s)
Gene Expression Profiling , Genes, Plant , RNA, Messenger/genetics , Spectrophotometry, Ultraviolet/methods , Zea mays/genetics , Base Sequence , Cell Wall/metabolism , DNA Primers , Lignans/metabolism , Nucleic Acid Hybridization , Quantitative Trait Loci , Zea mays/metabolism
9.
Theor Appl Genet ; 111(2): 206-17, 2005 Jul.
Article in English | MEDLINE | ID: mdl-15933874

ABSTRACT

The timing of transition from vegetative growth to flowering is important in nature as well as in agriculture. One of several pathways influencing this transition in plants is the gibberellin (GA) pathway. In maize (Zea mays L.), the Dwarf8 (D8) gene has been identified as an orthologue of the gibberellic acid-insensitive (GAI) gene, a negative regulator of GA response in Arabidopsis. Nine intragenic polymorphisms in D8 have been linked with variation in flowering time of maize. We tested the general applicability of these polymorphisms as functional markers in an independent set of inbred lines. Single nucleotide primer extension (SNuPe) and gel-based indel markers were developed, and a set of 71 elite European inbred lines were phenotyped for flowering time and plant height across four environments. To control for population structure, we genotyped the plant material with 55 simple sequence repeat markers evenly distributed across the genome. When population structure was ignored, six of the nine D8 polymorphisms were significantly associated with flowering time and none with plant height. However, when population structure was taken into consideration, an association with flowering time was only detected in a single environment, whereas an association across environments was identified between a 2-bp indel in the promoter region and plant height. As the number of lines with different haplotypes within subpopulations was a limiting factor in the analysis, D8 alleles would need to be compared in isogenic backgrounds for a reliable estimation of allelic effects.


Subject(s)
Flowers/genetics , Phenotype , Plant Proteins/genetics , Polymorphism, Genetic , Zea mays/genetics , Analysis of Variance , Cluster Analysis , Europe , Flowers/physiology , Genetic Markers/genetics , Inbreeding , Minisatellite Repeats/genetics , Oligonucleotides , Zea mays/physiology
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