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From what you have described, this can be due to problems with the circulation and blood vessels. There could be a problem in both the arterial side and the venous side of the circulation, but most likely the latter.
An inadequate venous drainage of the muscles and other structures in the lower extremities can give rise to these symptoms especially the heaviness and the swelling.
This can be assessed using venous doppler studies of the lower extremities.