The dataset supports the article by Reeve et al. 2020, 'MALDI MS-based analysis of Puccinia komarovii var. glanduliferae-infected Impatiens glandulifera leaves', to be submitted. The dataset contains mass spectrometry data, multivariate models and validation reports.