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Strategies To Blast Against Fastq Files

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I am going to look for the homolog of my gene in another species using its transcriptome data (Illumina). What might be a good strategy? Is there any tool that can be used to run blast-like search directly against fastq file? I am thinking if it is OK to convert fastq file to fasta format and then run blast. Any help will be appreciated.


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