Herein, we review cutting-edge technologies and screening strategies to mine genomic sequence information for state-of-the-art rational vaccine design, and highlight recent trends.
On the basis of experimental data, literature mining and database screening we established a dynamic in silico model of cyclic nucleotide signaling and probed its signaling sensitivity.
Although other sources of contamination, such as large-scale mining, may also be included and screened, the majority of sites come from these two categories (i.e., legacy sites and artisanal sources).
One ofour MM strategies is to run: i) Genome mining, ii) Proteome-deep mining and iii targeted protein screening.
These are basically data mining techniques screening a part or the whole genome.
Text-mining and siRNA screening led, respectively, to the identification of 288 and 96 positive modulators (including dual positive-negative modulators) of autophagy.
Text-mining and siRNA screening led to the identification of 160 and 248 negative modulators (including dual positive-negative modulators) of autophagy, respectively, with 12 entities in the intersection of the 2 sets (Fig. 2A; Table S1).
"Watch-listing and data mining, airport screening and passenger searching, 'over-collection' of Americans' communications by the National Security Agency, fusion centers and cybersecurity measures that threaten privacy -- it's a target-rich environment," he said.
Several algorithms take advantage of data mining and high-throughput screening techniques and apply vector-like analysis to scan protein and peptide sequences [10], [11].
The effectiveness of this hybrid strategy stems from the successful combination of both a sequence-based classifier and text-mining based candidate screening.
