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These isoforms were the product of 787 genes and includes the 91 genes identified as having overall expression differences between trained and naïve males (see the section Transcript abundance difference between wild-type naïve and trained flies).
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This finding indicates that many of the isoforms come from genes that were not initially identified as having overall differences in expression between naïve and trained flies.
All four genes had overall lower expression levels in IR64-Sub1 compared to IR64 (Fig. 2a).
Novel miRNAs had overall low expression levels.
miRTools2 only reported 172 mature miNRAs with 2 reads or above and these miRNAs had overall lower expression compared to CAP-miRSeq, omiRNA or Novalign (with correlation coefficient of 0.81).
Also, magnitude and breadth of gene expression may be associated with functional constraints on coding sequence evolution [ 54]; we therefore further compared autosomal genes that were sex-biased in single tissues, multiple tissues, and had overall high expression (log2CPM > 5 i.e. 32 counts per million).
Using the algorithm Cufflinks, which assigns sequence reads to isoform transcripts, we show that 362 genes have sex-differences in the ratio of transcript isoform expression and that 1,370 transcript isoforms have overall sex-differential expression levels.
In contrast, the euAGL6 lineage has overall retained its expression domain confined to floral tissues and moderate expression is also observed for vegetative tissues of Actinidia.
Genes of the second type tend to have low overall expression or be expressed ubiquitously, demonstrate little compensation for deficiency and greater compensation for duplication.
The former types of genes tend to: 1) have high overall expression or be expressed in a tissue-specific manner, 2) demonstrate a stronger dosage compensation for a deficiency, and 3) demonstrate little dosage compensation for duplication.
Comparison of the MEP and MVA pathways within the TBB pathway revealed that genes in the MVA pathway had lower overall expression levels, although enzymes such as 3-hydroxy-3-methylglutaryl coenzyme A reductase (HMGR) and mevalonate diphosphate decarboxylase (MDD) had higher relative expression levels.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com