In this paper, we discuss the impact of Random Telegraph Noise (RTN) on the delay of combinatorial circuits. We have measured RTN-induced delay fluctuation using a circuit matrix array fabricated in a 65nm process. We have also developed an RTN-aware delay model based on the Markov process with the RTN statistical property. From comparison between measured and simulated delay fluctuation data, we indicate the unique RTN-behaviour under circuit operation.