Sentence examples for gene predictor from inspiring English sources

Gene prediction was conducted using FGENESH [ 47], an ab initio gene predictor provided in the Softberry website.

Gene models in the genome of Aspergillus niger were predicted using ab initio gene predictor Fgenesh [ 28] and homology-based methods Fgenesh+ [ 28] and Genewise [ 29].

Cross validation of the gene predictor set was repeated 1 times K-fold (K = 10).

Of these, the Compound Covariate Predictor gave the best predictive capabilities using the gene predictor set and consequently used.

Applying the final 8 gene predictor model in and independent dataset of 14 patients, 12 of them were correctly classified indicating an 86% prediction accuracy.

We have also identified a gene predictor set that can potentially be developed further for use in diagnostic algorithms in PC.

A 170-gene predictor was developed and independently validated 80-855% accuracy in all datasets).

We reasoned that if our proposed MFH reclassification using the 170-gene predictor is valid, it should reflect the overall molecular similarity between reclassified MFH and their corresponding subtypes, above and beyond the prediction by the 170-gene predictor.

Surprisingly, we found that the overall best performance was achieved with a single-gene predictor consisting of CYB5D1.

We used the 170-gene predictor in study cohort 3, to reclassify 76 MFH and 10 NOS samples.

Interestingly, reclassified MFH demonstrated similar patterns of oncogenic pathway activation as their corresponding predicted subtypes, providing further evidence that the 170-gene predictor reflects the overall molecular program in sarcomas, with therapeutic implications.