It means you abandon someone, assuming they are (or soon will) be dead. I don't think you can use it for any other words, but maybe someone can come up with something.
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Debpriya DeCan we use other adjectives instead of "dead" as in "leave for sick" or "leave for insane" ?No. Or very rarely. I've seen "give up for hopeless" and "give up for impossible".