Sentence examples for downstream class from inspiring English sources

Based on superior performance in cross-validation analysis, the PAM method [ 18] was selected for all downstream class prediction analyses.

Further, the GRMs for both the upstream and downstream classes are very similar, indicating that variants annotated in the upstream class are potentially annotated in the downstream class, further emphasizing the need to have accurately defined annotations in these regions.

In the context of the role of PI3K/Akt/mTOR autophagy pathway in oncogenic regulation, Akt as the major player downstream class I PI3K can activate mTOR and lead to inhibition of autophagy.

Similarly for the beef traits we see significant enrichment in the upstream class for most traits, with the downstream class having equal highest level of enrichment to the intragenic and intron classes,.

We also observe very similar matrices between the upstream and downstream classes.

We also found significant enrichment of TAVs in upstream and downstream classes suggesting that these classes can have potentially important regulatory functions.

In the TAV enrichment or depletion analysis we observed that the upstream and downstream classes were significantly enriched for most dairy traits and many beef traits, while the protein coding classes are also enriched in dairy, but for fewer traits.

The missense class, however, had one of the highest levels of enrichment after the upstream and downstream classes in dairy with 7 traits to be significantly enriched for TAVs, while in beef we see no enrichment or depletion.

The upstream and downstream classes are significantly enriched for TAVs for most beef and dairy traits in our analysis, suggesting possible regulatory element mutations with effects on our traits.

We find that the upstream and downstream classes do not significantly explain more of the variance, which is surprising given the number of enriched traits in the previous analysis.

For both dairy and beef traits, our logistic regression analysis shows the upstream and downstream classes to be very significant, with high estimated effects and positive regression coefficients on most traits (Table  4).