Clue: Olympic officials probing guys taking drug for a very long period (7)
Answer: MIOCENE
Explanation: Olympic officials probing guys taking drug for a very long period (7)
I.O.C. ("International Olympic Committee") in MEN + E ("drug") 
The Miocene was a geological epoch which lasted 18 million years, so a very long period.