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      A Candidate-Gene Association Study for Berry Colour and Anthocyanin Content in Vitis vinifera L.

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          Abstract

          Anthocyanin content is a trait of major interest in Vitis vinifera L. These compounds affect grape and wine quality, and have beneficial effects on human health. A candidate-gene approach was used to identify genetic variants associated with anthocyanin content in grape berries. A total of 445 polymorphisms were identified in 5 genes encoding transcription factors and 10 genes involved in either the biosynthetic pathway or transport of anthocyanins. A total of 124 SNPs were selected to examine association with a wide range of phenotypes based on RP-HPLC analysis and visual characterization. The phenotypes were total skin anthocyanin (TSA) concentration but also specific types of anthocyanins and relative abundance. The visual assessment was based on OIV ( Organisation Internationale de la Vigne et du Vin) descriptors for berry and skin colour. The genes encoding the transcription factors MYB11, MYBCC and MYC B were significantly associated with TSA concentration. UFGT and MRP were associated with several different types of anthocyanins. Skin and pulp colour were associated with nine genes ( MYB11, MYBCC, MYC B , UFGT, MRP, DFR, LDOX, CHI and GST). Pulp colour was associated with a similar group of 11 genes ( MYB11, MYBCC, MYC B , MYC A , UFGT, MRP, GST, DFR, LDOX, CHI and CHS A ). Statistical interactions were observed between SNPs within the transcription factors MYB11, MYBCC and MYC B . SNPs within LDOX interacted with MYB11 and MYC B , while SNPs within CHI interacted with MYB11 only. Together, these findings suggest the involvement of these genes in anthocyanin content and on the regulation of anthocyanin biosynthesis. This work forms a benchmark for replication and functional studies.

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          Detecting the number of clusters of individuals using the software structure: a simulation study

          The identification of genetically homogeneous groups of individuals is a long standing issue in population genetics. A recent Bayesian algorithm implemented in the software STRUCTURE allows the identification of such groups. However, the ability of this algorithm to detect the true number of clusters (K) in a sample of individuals when patterns of dispersal among populations are not homogeneous has not been tested. The goal of this study is to carry out such tests, using various dispersal scenarios from data generated with an individual-based model. We found that in most cases the estimated 'log probability of data' does not provide a correct estimation of the number of clusters, K. However, using an ad hoc statistic DeltaK based on the rate of change in the log probability of data between successive K values, we found that STRUCTURE accurately detects the uppermost hierarchical level of structure for the scenarios we tested. As might be expected, the results are sensitive to the type of genetic marker used (AFLP vs. microsatellite), the number of loci scored, the number of populations sampled, and the number of individuals typed in each sample.
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            Gene dose of apolipoprotein E type 4 allele and the risk of Alzheimer's disease in late onset families.

            The apolipoprotein E type 4 allele (APOE-epsilon 4) is genetically associated with the common late onset familial and sporadic forms of Alzheimer's disease (AD). Risk for AD increased from 20% to 90% and mean age at onset decreased from 84 to 68 years with increasing number of APOE-epsilon 4 alleles in 42 families with late onset AD. Thus APOE-epsilon 4 gene dose is a major risk factor for late onset AD and, in these families, homozygosity for APOE-epsilon 4 was virtually sufficient to cause AD by age 80.
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              The detection of disease clustering and a generalized regression approach.

              N Mantel (1967)
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                Author and article information

                Contributors
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, USA )
                1932-6203
                2012
                28 September 2012
                18 October 2012
                : 7
                : 9
                : e46021
                Affiliations
                [1 ]Laboratory of Plant Cell Biotechnology, Instituto de Tecnologia Química e Biológica, Oeiras, Portugal
                [2 ]Department of Genetics, Evolution and Environment, University College London, London, United Kingdom
                [3 ]Instituto Nacional de Investigação Agrária, Instituto Nacional de Recursos Biológicos, Dois Portos, Portugal
                Cairo University, Egypt
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Conceived and designed the experiments: SC WL JED PF NM. Performed the experiments: SC. Analyzed the data: SC WL NM. Contributed reagents/materials/analysis tools: SC JED PF NM. Wrote the paper: SC WL JED PF NM.

                Article
                PONE-D-10-03583
                10.1371/journal.pone.0046021
                3461038
                23029369
                731010f5-de41-42cb-a21a-13b3f3e2a0e8
                Copyright @ 2012

                This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 18 October 2010
                : 27 August 2012
                Page count
                Pages: 13
                Funding
                This work was supported by the Fundação para a Ciência e a Tecnolgia (grant number SFRH/BD/29379/2006) and by the European Commission 6th Framework Programme for research (grant number ERA-PG 074B GRASP GRAPE WINE). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Agriculture
                Agricultural Biotechnology
                Biology
                Genetics
                Plant Genetics
                Genomics
                Genome Analysis Tools
                Trait Locus Analysis

                Uncategorized
                Uncategorized

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