DNA microarray technology is one of the major recent advances in biotechnology [1]. In particular, their ability to measure the expression of thousands of genes simultaneously under a certain condition makes them suitable for several biological applications, such as the functional analysis of genes and identification of significantly overor under-expressed genes in complex diseases like cancer....

Abstract Background lncRNAs have important roles in regulating cancer biology. Accumulating evidence has established a link between the dysregulation of and microRNA progression. In previous studies, miR-7-5p been found to be significantly down-regulated mesenchymal-like lung cell lines directly regulated EGFR . this work, we investigated lncRNA partner progression cancer. Methods We expression...

Microarray data examination is a relatively new technology that intends to determine the proper treatment for various diseases and precise medical diagnosis by analyzing massive number of genes in experimental conditions. The conventional classification techniques suffer from overfitting high dimensionality gene expression data. Therefore, feature (gene) selection approach plays vital role hand...