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1630s, present participle adjective from mislead.
Old English mislædan "to mislead," common Germanic compound (cf. Middle Low German, Middle Dutch misleiden, Old High German misseleiten, German missleiten, Danish mislede); see mis- (1) + lead (v.). Related: misleading; misled.