For curve fitting, a mixture of Gaussian ans Lorentzian is most appropriate. As suggested by Adeyinka Aina PCA can be useful for comparing 2 samples. PLSR is usual for continuous changes over multiple samples, but assumes a linear correlation to an external variable (e.g. concentration, temperature). MCR-ALS can by used for more general correlations.