Understanding the mechanisms behind amyloid protein aggregation in diseases such as Parkinson’s and Alzheimer’s disease is often hampered by the reproducibility of in vitro assays. Yet, understanding the basic mechanisms of protein misfolding is essential for the development of novel therapeutic strategies. We show here, that for the amyloid protein alpha-synuclein (aSyn), a protein involved in Parkinson’s disease (PD), chromatographic buffers and storage conditions can significantly interfere with the overall structure of the protein and thus affect protein aggregation kinetics. We apply several biophysical and biochemical methods including, size exclusion chromatography (SEC), dynamic light scattering (DLS), and atomic force microscopy (AFM), to characterise the high molecular weight conformers formed during protein purification and storage. We further apply hydrogen/deuterium-exchange mass spectrometry (HDX-MS) to characterise the monomeric form of aSyn and reveal a thus far unknown structural component of aSyn at the C-terminus of the protein. Furthermore, lyophilising the protein greatly affected the overall structure of this monomeric conformer. We conclude from this study that structural polymorphism may occur under different storage conditions, but knowing the structure of the majority of the protein at the start of each experiment, as well as the factors that may influence it, may pave the way to an improved understanding of the mechanism leading to aSyn pathology in PD.