Anthony picked up his fifth caution of the season in the draw with Brighton and serves a one-match ban.
Carl Regan is also suspended, serving the second game of his three-match ban while youngster Charlie Reece is still sidelined with a rib injury.
Stuart Campbell faces a late fitness test after suffering a knock to his ankle while John Akinde is fully fit.
Will Hoskins returned as a substitute at the Withdean, three weeks earlier than expected following a nasty ankle injury and will be assessed before Rovers name their squad.
James Tunnicliffe is expected to return to Trollope's defence after he was ineligible against parent club Brighton at the weekend.