Estimating Reproducibility in Genome-Wide Association Studies

Estimating Reproducibility in Genome-Wide Association Studies
Wei Jiang, Jing-Hao Xue, Weichuan Yu

Genome-wide association studies (GWAS) are widely used to discover genetic variants associated with diseases. To control false positives, all findings from GWAS need to be verified with additional evidences, even for associations discovered from a high power study. Replication study is a common verification method by using independent samples. An association is regarded as true positive with a high confidence when it can be identified in both primary study and replication study. Currently, there is no systematic study on the behavior of positives in the replication study when the positive results of primary study are considered as the prior information.
In this paper, two probabilistic measures named Reproducibility Rate (RR) and False Irreproducibility Rate (FIR) are proposed to quantitatively describe the behavior of primary positive associations (i.e. positive associations identified in the primary study) in the replication study. RR is a conditional probability measuring how likely a primary positive association will also be positive in the replication study. This can be used to guide the design of replication study, and to check the consistency between the results of primary study and those of replication study. FIR, on the contrary, measures how likely a primary positive association may still be a true positive even when it is negative in the replication study. This can be used to generate a list of potentially true associations in the irreproducible findings for further scrutiny. The estimation methods of these two measures are given. Simulation results and real experiments show that our estimation methods have high accuracy and good prediction performance.

Brain Transcriptional Profiles of Male Alternative Reproductive Tactics in Bluegill Sunfish

Brain Transcriptional Profiles of Male Alternative Reproductive Tactics in Bluegill Sunfish

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Bluegill sunfish are one of the classic systems for studying male alternative reproductive tactics (ARTs) in teleost fishes. In this species, there are two distinct life histories: parental and cuckolder, encompassing three reproductive tactics, parental, satellite, and sneaker. The parental tactic is fixed, whereas individuals who enter the cuckolder life history transition from the sneaker to the satellite tactic as they grow. For this study, we used RNAseq to characterize the brain transcriptome of the three male tactics during spawning to identify gene categories associated with each tactic and identify potential candidate genes influencing their different spawning behaviors. We found that sneaker males had higher levels of gene differentiation compared to the other two tactics, suggesting that life history does not exclusively drive differential gene expression. Sneaker males had high expression in ionotropic glutamate receptor genes, specifically AMPA receptors, which may be important for increased working spatial memory while attempting to cuckold nests in bluegill colonies. We also found significant expression differences in several candidate genes involved in ARTs that were previously identified in other species and suggest a previously undescribed role for cytosolic 5-nucleotidase II (nt5c2) in influencing parental male behavior during spawning.

Incomplete domestication of South American grain amaranth (Amaranthus caudatus) from its wild relatives

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Using Ancient Samples in Projection Analysis

Using Ancient Samples in Projection Analysis

Melinda A Yang, Montgomery Slatkin

DNA-metabarcoding uncovers the diversity of soil-inhabiting fungi in the tropical island of Puerto Rico

DNA-metabarcoding uncovers the diversity of soil-inhabiting fungi in the tropical island of Puerto Rico

Hector Urbina, Douglas G. Scofield, Matias Cafaro, Anna Rosling

Selection against maternal microRNA target sites in maternal transcripts

Selection against maternal microRNA target sites in maternal transcripts

Antonio Marco

Implications of simplified linkage equilibrium SNP simulation

Implications of simplified linkage equilibrium SNP simulation

Sang Hong Lee

Whole genome sequencing of field isolates reveals extensive genetic diversity in Plasmodium vivax from Colombia

Whole genome sequencing of field isolates reveals extensive genetic diversity in Plasmodium vivax from Colombia

David J Winter, Maria A Pacheco, Andres Felipe A Vallejo, Rachel S. Schwartz, Myriam Arevalo-Herrera, Socrates Herrera, Reed Cartwright, Ananias Escalante

Genome wide estimates of mutation rates and spectrum in Schizosaccharomyces pombe indicate CpG sites are highly mutagenic despite the absence of DNA methylation

Genome wide estimates of mutation rates and spectrum in Schizosaccharomyces pombe indicate CpG sites are highly mutagenic despite the absence of DNA methylation

Megan G Behringer, David W Hall

Snake venom gland cDNA sequencing using the Oxford Nanopore MinION portable DNA sequencer

Snake venom gland cDNA sequencing using the Oxford Nanopore MinION portable DNA sequencer

John F Mulley, Adam D Hargreaves