You may not be able to get the data using 1 query if I understand you correctly. If you are getting similar data from each table you can use a UNION. Statement would be like:
Select a,b,c from tableA Where someconditions
UNION
Select d,e,f from tableB Where someconditions
UNION
Select g,h,i...