The Brownian thermal noise which affects the cantilever dynamics of a dynamic atomic force microscope (dAFM) is discussed, both when it works in air and in presence of water. The relationship between the cantilever thermal fluctuations and its interactions with the surrounding liquid is investigated, and an analytical model to describe the interaction forces is presented. The novelty of this approach is that a very simple integral expression to describe fluid-cantilever interactions is found. More specifically, besides including fluid inertia and viscosity, an additional diffusivity term needs to be considered, - whose crucial influence for the correct evaluation of the cantilever response to the thermal excitation is shown. The coefficient...