Sentence examples for most predictive genes from inspiring English sources

Logistic regression including the three most predictive genes from the SVM model predicted cohort with a 100% success rate and 90% in cross-validation.

The final result consisted of 43 genes ranked in all three datasets among the top most predictive genes for IPD.

They were able to achieve almost the same accuracy when using a few number of most predictive genes.

Among the most predictive genes in the 3D signature are aurora kinase A (AURKA) and CEP55.

The previously selected up-regulated genes were almost all included in the list of the most predictive genes.

To investigate biological pathways possibly affected by the highly predictive genes, we performed Ingenuity Pathway Analysis (IPA) (http://www.ingenuity.com/) on the set of the 37 most predictive genes used in our predictive models (see above).

For PR status prediction, the most predictive gene was ESR1, followed by PGR and several other ER-regulated genes, with a sensitivity and specificity of 90 and 92 %, respectively.

NKAIN1 was the most predictive gene (PAM rank) (Table 4).

Interestingly, two major genes involved in the Wnt signaling pathway were also identified by PAM, namely WNT5A (the most predictive gene) and TCF7L2, further confirming the importance of this pathway in PIK3CA-mutated tumors.

However, with the cutoff extended to 4, PGR became the most predictive gene.

From the logistic model analysis, lukDE was the most predictive gene for the favorable outcome of uninfected DFU: sensitivity was 0.965 (SD 0.025) and specificity 0.667 0.0633), and positive and negative predictive values were 0.902 and 0.857, respectively.