The team made the announcement after Brooks was listed as inactive to play against the Bills. Brooks' illness was not disclosed.
Brooks had arrived at Ralph Wilson Stadium when he began not feeling well.
Backup Oday Aboushi was set to start in Brooks' place.
Brooks missed two games earlier this season because of a toe injury.
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