If you have already demultiplexed your samples I see no reason for you to keep the barcode information. Unless you plan to do some kind of barcode error correction (e.g. hamming distance collapsing). Having a random 8-mer present in your sequences will definitely bias any downstream alignments. Again, assuming that this read 2 is being aligned to the genome/transcriptome.