bioinformatics analysis

With the development of genomics, transcriptomics, proteomics and metabolomics, the bioinformatics has become more and more important and get even widely application in data mining. To study how the cellular activities are altered in different states, the biological data is combined to form a comprehensive picture, a aerial view of the involved biological activities. As a powerful tool, bioinformatics can help the biologists to increase the understanding of biological processes with computationally intensive techniques, for pattern recognition, data mining, machine learning algorithms, and visualization. And major research efforts in the field include DNA/ RNA/protein sequencing, sequence alignment, gene finding, genome assembly, drug design, drug discovery, protein structure alignment and prediction, prediction of gene expression and protein-protein interactions, genome-wide association studies, and the modeling of evolution.