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Reprogramming of regulatory network using expression uncovers sex-specific gene regulation in Drosophila

Gene regulatory networks (GRNs) describe regulatory relationships between transcription factors (TFs) and their target genes. Computational methods to infer GRNs typically combine evidence across different conditions to infer context-agnostic …

SECIMTools: a suite of metabolomics data analysis tools

Metabolomics has the promise to transform the area of personalized medicine with the rapid development of high throughput technology for untargeted analysis of metabolites. Open access, easy to use, analytic tools that are broadly accessible to the …

Buffering of Genetic Regulatory Networks in Drosophila melanogaster

Regulatory variation in gene expression can be described by cis- and trans-genetic components. Here we used RNA-seq data from a population panel of Drosophila melanogaster test crosses to compare allelic imbalance (AI) in female head tissue between …

Sex Differences in Drosophila Somatic Gene Expression: Variation and Regulation by doublesex

Sex differences in gene expression have been widely studied in Drosophila melanogaster Sex differences vary across strains, but many molecular studies focus on only a single strain, or on genes that show sexually dimorphic expression in many strains. …

The Wright stuff: reimagining path analysis reveals novel components of the sex determination hierarchy in Drosophila melanogaster

BACKGROUND: The Drosophila sex determination hierarchy is a classic example of a transcriptional regulatory hierarchy, with sex-specific isoforms regulating morphology and behavior. We use a structural equation modeling approach, leveraging natural …

A flexible Bayesian method for detecting allelic imbalance in RNA-seq data

BACKGROUND: One method of identifying cis regulatory differences is to analyze allele-specific expression (ASE) and identify cases of allelic imbalance (AI). RNA-seq is the most common way to measure ASE and a binomial test is often applied to …

Leveraging biological replicates to improve analysis in ChIP-seq experiments

ChIP-seq experiments identify genome-wide profiles of DNA-binding molecules including transcription factors, enzymes and epigenetic marks. Biological replicates are critical for reliable site discovery and are required for the deposition of data in …

Male-specific Fruitless isoforms have different regulatory roles conferred by distinct zinc finger DNA binding domains

BACKGROUND: Drosophila melanogaster adult males perform an elaborate courtship ritual to entice females to mate. fruitless (fru), a gene that is one of the key regulators of male courtship behavior, encodes multiple male-specific isoforms (Fru(M)). …

Allelic imbalance in Drosophila hybrid heads: exons, isoforms, and evolution

Unraveling how regulatory divergence contributes to species differences and adaptation requires identifying functional variants from among millions of genetic differences. Analysis of allelic imbalance (AI) reveals functional genetic differences in …

Developmental changes in expression of genes involved in regulation of apoptosis in the bovine preimplantation embryo

The early bovine preimplantation embryo is resistant to proapoptotic signals until around the 8- to 16-cell stage. We hypothesized that 2-cell embryos have higher amounts of antiapoptotic proteins and lower amounts of proapoptotic proteins when …