Best advice I got too late: Never run with a backpack. However walking with weight is great exercise.
I spent years habitually carrying a weighted pack or divers weight-belt to 'acclimatize' my body, never took the escalator or lift and ran every moment I could - in boots mostly.
Sports medicine and knowledge has improved enough now that these common mistakes can be avoided.