I am not sure the whole genome data you have corresponds to what?, if it is for the HCV genome then its simple, you can align the fastq against the genome and find the reads. On the contrary, if the reads are for human genome , you need to align the reads to human genome first and then get the unmapped reads. You these reads to align against the HCV genome (you may get some answers). Hope this helps..