We use a clustering methodology developed for use in transcriptomics, to reveal striking stratification within acute mountain sickness. Our report in arxiv (before biorxiv and medrxiv existed!) showed for the first time that acute mountain sickness is two distinct syndromes that had previously been conflated. This study used data from the first three Apex high altitude research expeditions in 2001, 2003, and 2011.