In order to define irradiation treatment as a routine conservation methodology, it is imperative to develop chemometric indicators with the ability to distinguish irradiated from unirradiated foodstuffs. Electron spin resonance, photostimulated luminescence and thermoluminescence methods were employed to monitor radiation-induced markers, as well as different chemical compounds produced from the lipidic fraction of different foodstuffs. Otherwise, the specificity of triacylglycerol profiles was previously detected in mushroom species, as also the effect of irradiation treatment in the triacylglycerol profiles of chestnut. Accordingly, its feasibility as chemometric indicator of irradiated mushrooms was evaluated. In line with the obtained results, the effects of each type of irradiation were significantly different, as it can be concluded from the correlations among discriminant functions and variables within each statistical test. Triacylglycerol profile proved to be a useful tool to detect irradiated mushrooms, independently of the species or irradiation source, especially for doses above 1 kGy.