UPDATE: Have been climbing 40 floors pretty religiously over past couple of weeks (2 to 3 times a week) and I haven't noticed any lower-back related problems.
I intend to keep this activity up.
1. What kind of muscles get worked out due to stair climbing?
2. What kind of changes (improvements) will I notice in terms of my play?