Abstract: This disclosure relates generally to the use of automated platforms in the preparation of biomarker-stained cellular samples for microscopic analysis and use of such stained cells in the diagnosis of certain conditions. Disclosed herein is a method of affinity staining a Romanowsky-type stained sample on automated advanced staining systems, wherein the automated advanced stainer destains the sample prior to contact with a biomarker-specific reagent. Also disclosed herein are methods of processing body fluid samples for morphological and biomarker analysis by depositing cells of the sample in a thin layer onto one or more solid supports, staining at least one such solid support with a Romanowsky-type stain and staining at least one such solid support for one or more biomarkers useful for categorizing one or more cells of the sample.