I think that you could try a similar approach to GSFS:
use transduction in proteins (if you don't know star code, then you must use 3 strings for each gene)
use a basic tool (a stand alone like UNIPROT tools) to identify the proteic domain type (chain alpha, ..)
divide the genes by proteic domain type (pdt): which contains which pdt and the pdt order frequencies
Now, you could use DAVID or similar (try wconsensus: it's old, basic but very custom) to compare similar sequence and obtain your scores.
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