Is it self-plagiarism if I am up-front about similarities?
As long as the new paper extends the prior one, presents new data or analysis, and you cite properly, you are fine. It is best to pretend you did not write the prior work and cite accordingly, because you assume no special status even though you authored it. This would only become problematic if you attempt to pass off the same work (even if edited) as a distinct novel work.