These are also the datasets for which we foresee future applications of Réd and which will require subsequent verification of inferred networks in the wet lab.
Overall, by combining whole-genome sequencing and measurements of host-use traits, we generated a very large dataset that fostered subsequent tests of inferred genotype-phenotype associations.
Fortunately, it has been previously demonstrated that current haplotype inference programs (e.g. PHASE) can infer phasing information with high accuracy, thereby minimizing errors in subsequent imputation attributable to these inferred haplotypes [10], [11], [29].
All subsequent analyses were based solely on inferred 1 1 orthologs, with the remaining contigs discarded.
Overall, the conservation-free set consistently had the highest recall rate, and its inferred targets were used for all subsequent experiments.
If the aggregate collapses, some primary particles are shielded from the surrounding air, which affects the aggregate cooling rate and subsequent LII signal decay, leading to a larger inferred primary particle size.
It is important to note that the timing of each inferred horizontal transfer coincides with the subsequent speciation of extant bartonellae lineages, yet it is difficult to assess exactly when these events happened on an evolutionary scale.
Subsequent analysis was performed under the basic assumption that the inferred network motif is more likely to be biologically meaningful if the transcription factors therein are correlated with the enriched biological functions in the downstream clusters.
Hierarchical STRUCTURE analysis, where subsequent runs are performed on partitioned data with individuals of inferred clusters omitted, was performed on the MS + HW samples.
Applying a subsequent resampling gives further information about the connections of this inferred GRN: (i) the majority of connections, especially the ones of prior knowledge and predicted binding sites, occur with a high frequency which can be considered a measure of reliability and (ii) the ranking of the frequencies can be used in interpreting the results with regard to biological hypotheses.
