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1.
PLoS Genet ; 11(11): e1005648, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26599497

ABSTRACT

Genome-wide association (GWA) analyses have generally been used to detect individual loci contributing to the phenotypic diversity in a population by the effects of these loci on the trait mean. More rarely, loci have also been detected based on variance differences between genotypes. Several hypotheses have been proposed to explain the possible genetic mechanisms leading to such variance signals. However, little is known about what causes these signals, or whether this genetic variance-heterogeneity reflects mechanisms of importance in natural populations. Previously, we identified a variance-heterogeneity GWA (vGWA) signal for leaf molybdenum concentrations in Arabidopsis thaliana. Here, fine-mapping of this association reveals that the vGWA emerges from the effects of three independent genetic polymorphisms that all are in strong LD with the markers displaying the genetic variance-heterogeneity. By revealing the genetic architecture underlying this vGWA signal, we uncovered the molecular source of a significant amount of hidden additive genetic variation or "missing heritability". Two of the three polymorphisms underlying the genetic variance-heterogeneity are promoter variants for Molybdate transporter 1 (MOT1), and the third a variant located ~25 kb downstream of this gene. A fourth independent association was also detected ~600 kb upstream of MOT1. Use of a T-DNA knockout allele highlights Copper Transporter 6; COPT6 (AT2G26975) as a strong candidate gene for this association. Our results show that an extended LD across a complex locus including multiple functional alleles can lead to a variance-heterogeneity between genotypes in natural populations. Further, they provide novel insights into the genetic regulation of ion homeostasis in A. thaliana, and empirically confirm that variance-heterogeneity based GWA methods are a valuable tool to detect novel associations of biological importance in natural populations.


Subject(s)
Anion Transport Proteins/genetics , Arabidopsis Proteins/genetics , Genome-Wide Association Study , Membrane Transport Proteins/genetics , Quantitative Trait Loci/genetics , Alleles , Arabidopsis/genetics , Arabidopsis/growth & development , Arabidopsis Proteins/metabolism , Genetic Heterogeneity , Genome, Plant , Genotype , Membrane Transport Proteins/metabolism , Molybdenum/chemistry , Molybdenum/metabolism , Plant Leaves/genetics , Polymorphism, Single Nucleotide , SLC31 Proteins
2.
Genome Biol Evol ; 7(6): 1686-701, 2015 May 21.
Article in English | MEDLINE | ID: mdl-26002864

ABSTRACT

Protein-coding sequences can arise either from duplication and divergence of existing sequences, or de novo from noncoding DNA. Unfortunately, recently evolved de novo genes can be hard to distinguish from false positives, making their study difficult. Here, we study a more tractable version of the process of conversion of noncoding sequence into coding: the co-option of short segments of noncoding sequence into the C-termini of existing proteins via the loss of a stop codon. Because we study recent additions to potentially old genes, we are able to apply a variety of stringent quality filters to our annotations of what is a true protein-coding gene, discarding the putative proteins of unknown function that are typical of recent fully de novo genes. We identify 54 examples of C-terminal extensions in Saccharomyces and 28 in Drosophila, all of them recent enough to still be polymorphic. We find one putative gene fusion that turns out, on close inspection, to be the product of replicated assembly errors, further highlighting the issue of false positives in the study of rare events. Four of the Saccharomyces C-terminal extensions (to ADH1, ARP8, TPM2, and PIS1) that survived our quality filters are predicted to lead to significant modification of a protein domain structure.


Subject(s)
Codon, Terminator , Evolution, Molecular , Polymorphism, Genetic , Proteins/genetics , 3' Untranslated Regions , Animals , Drosophila Proteins/genetics , Drosophila melanogaster/genetics , Fungal Proteins/genetics , Protein Conformation , Saccharomyces/genetics , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae Proteins/chemistry , Saccharomyces cerevisiae Proteins/genetics
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