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We suggest candidate regulators for the functional gene modules that map to each group of hotspots.
In summary, we have looked at three eQTL hotspots belonging to the Ribi group of hotspots and have shown experimentally that candidate regulators in each eQTL hotspot affect the expression of the target genes predicted by GFlasso.
Based on the shared function of the genes perturbed by the eQTL hotspots in each group, we name the three groups the ribosome biogenesis (Ribi) group, the telomere group, and the retrotransposon group, and we suggest candidate regulators for each group of hotspots.
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Each group of connected hotspots is then assigned a single classification as metastasis/not metastasis by an automatic algorithm.
The retrotransposon group of eQTL hotspots are located on V:460 kb, VIII:110 kb, and XV 90 kb.
Our bioinformatics analysis of each group of eQTL hotspots provides new insight into gene regulation in yeast.
As the eQTL modules share the common GO annotation of ribosome biogenesis (Ribi), we call this group of eQTL hotspots the Ribi group.
For example, NUP2 and SIR3 on two different loci in the telomere group of eQTL hotspots have been found to regulate telomere silencing in both this analysis and previous studies of these genes.
In addition to the Ribi and telomere groups of eQTL hotspots, we searched for other groups of eQTL hotspots with an overlap of more than 20 genes in the corresponding eQTL modules.
Given the evidence of multiple contributing eQTL hotspots from the GFlasso and enrichment analyses, we performed bioinformatics analysis on the three groups of eQTL hotspots: the Ribi, telomere, and retrotransposon groups.
Thus, to our knowledge, these groups of eQTL hotspots with a common eQTL module have not been found in any of the previous analyses of this dataset.
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