It has been recently shown by Fokas [1, 2, 3] and Novikov [4] that the spectral analysis of a particular partial differential equation yields the inversion formula for the problem of computerized emission tomography. In this paper, we show that a similar analysis can be made for the case of X-ray fluorescence tomography.