Those are the questions you should be asking during the planning phase of the project and answering in the resources management plan.
To answer your query, some things you should consider, preferably before this happens, is cross-training, knowledge transfer, documentation and succession planning.
Obviously, some of these are difficult, if not impossible, to do after the person is sick or has left.
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