Horses and dogs would go pretty fast, where food is really scarce. Rats too; Pigeons in urban areas.
In terms of more organized agriculture/animal husbandry, seems like goats would become popular again, being as they are relatively hardy and will eat just about anything.
And then, there's always Soilent Green...
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