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We conclude that most anthropogenic and environmental effects on submission patterns are associated with the participants' (recording) behaviour. Understanding how the citizen scientists' behaviour shape opportunistic datasets help to take full advantage of the available information.Peritumoral cysts are commonly detected in the central nervous system tumors, especially hemangioblastomas (HBs). However, the molecular mechanisms driving their formation and propagation are still unknown. We conducted an integrated lipidomics and transcriptomics analysis on so