Gene orientation may have a direct influence on the expression of genes. In this work, we developed a Linear Discriminant Analysis (LDA) model able to predict RIFIN-like proteins of out of 5365 of Plasmodium falciparum proteins with Sensitivity and Specificity 70-80% in training and external validation series.
Prediction of RIFIN proteins with gene orientation network indices
Published: 23 January 2018 by MDPI AG in Proceedings of MOL2NET 2017, International Conference on Multidisciplinary Sciences, 3rd edition in MOL2NET 2017, International Conference on Multidisciplinary Sciences, 3rd edition
MDPI AG, 10.3390/mol2net-03-05124
Keywords: expression of genes, external validation, gene orientation, lda, model able to predict, predict RIFIN, Prediction, RIFIN proteins