 Patient samples are often available in limited amounts, restricting the number of possible omics analyses. Here the authors present Monte, a workflow that enables serial HLAI and HLAI immunopeptidome, ubiquitolome, protome, phosphoproteome, and acetylome data collection from patient samples. This article was authored by Jennifer G. Ablin, Eric J. Buxtrom, Keith D. Rivera, and others.