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Making a "reference" proteome from RNA-seq data

I'm trying to get at a list of all the amino acid sequences from RNA-seq data similar to the reference proteomes here, http://www.ebi.ac.uk/reference_proteomes, however, when I try TransDecoder, and open my long_orf.pep file most of the amino acid sequences don't begin with a methionine, has anyone else had this problem?

rna-seq

My guess is that you used the mRNA sequence rather than just the CDS.

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