Rinne, 35, would become the 34th goaltender in League history to reach 300 wins. He is 11-1-1 with a 2.12 goals-against average and a .930 save percentage in his past 13 starts.
The Predators, 7-2-2 in their past 11 games, lead the Winnipeg Jets by two points for first place in the Central Division.
Sharks forward Tomas Hertl will return after missing three games with an upper-body injury. Forward Eric Fehr, acquired by the Sharks in a trade with the Toronto Maple Leafs on Tuesday, is expected to make his San Jose debut.
The Sharks, looking for their fourth straight win, are 7-3-0 in their past 10 games and lead the Anaheim Ducks by one point for second place in the Pacific Division.