"We were not supported by our parents."
Translation:We werden niet gesteund door onze ouders.
I think they are equally natural. You can shift the emphasis a little by choosing one or the other. The first one stressed that it's not the parents who are supporting you (but maybe someone else is). The second one stressed that your parents are not supporting you, but they might be doing something else.