An alternative would be to use --bids-filter-file to specify to only use files from a certain session (which in your case may correspond to a longitudinal timepoint). Just note that you would not be able to reliably compare timepoints within subjects in subject space if you do this, since the T1s as you already pointed out will be appreciably different.
Steven