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Biology subjects

Martin, G. T.

Publications and source records attributed to Martin, G. T..

2 recordsLinked to original sources

Quantifying evolution of SNPs that affect RNA secondary structure in Arabidopsis thaliana genes

Single-stranded RNA molecules can form intramolecular bonds between nucleotides to create secondary structures. These structures can have phenotypic effects, meaning mutations that alter secondary structure may be subject to natural selection. Here we examined the population genetics of these mutations within Arabidopsis thaliana genes. We began by identifying derived SNPs with the potential to alter secondary structures within coding regions, using a combination of computational prediction and empirical data analysis. We identified 8,469 such polymorphisms, representing a small portion ([~]0.024%) of sites within transcribed genes. We examined nucleotide diversity and allele frequencies of these "pair-changing mutations" (pcM) in 1,001 A. thaliana genomes. The pcM SNPs at synonymous sites had an 13.4% reduction in nucleotide diversity relative to non-pcM SNPs at synonymous sites and were found at lower allele frequencies. We used demographic modeling to estimate selection coefficients, finding selection against pcMs in 5 and 3 untranslated regions. Previous work has shown that some pcMs affect gene expression in a temperature-dependent matter. We explored associations on a genome-wide scale, finding pcMs exist at higher population frequencies in colder environments, as do non-PCM alleles. Derived pcM mutations have a small but significant relationship to transcript abundance, however; alleles containing pcMs had an average reduction in expression of 137.4 normalized counts compared to genes with conserved ancestral secondary structure (mean expression = 3215.7 normalized counts). Overall, we document selection against derived pcMs in UTRs but with limited evidence for selection against derived pcMs at synonymous sites.

genomics↗

Diverse patterns of secondary structure across genes and transposable elements are associated with siRNA production and epigenetic fate

RNA molecules carry information in their primary sequence and also their secondary structure. Secondary structure can confer important functional information, but it is also a potential signal for an RNAi-like host epigenetic response mediated by small interfering RNAs (siRNAs). In this study, we predicted local secondary structures in features of the maize genome, focusing on small regions that had folding energies similar to pre-miRNA loci. We found secondary structures to be common in retrotransposons, in Helitrons, and in genes. These structured regions mapped higher diversities of siRNAs than regions without structure, explaining up to 24% of variation of the siRNA distribution across some TE types. Among genes, those with secondary structure were 1.5-fold more highly expressed, on average, than genes without secondary structure. However, these genes were also more variably expressed across the 26 NAM lines, and this variability correlated with the number of mapping siRNAs. We conclude that local stem-loop structures are a nearly ubiquitous feature of expressed regions of the maize genome, that they correlate with higher siRNA mapping, and that they can represent a trade-off between functional need and the potentially negative consequences of siRNA production.

genomics↗