The former Charlton man was forced to come off just 25 minutes into Saturday's 3-0 win over Burton after tweaking his hamstring.
John Ward sent on Oliver Norburn to replace Anyinsah and he could get the nod again if the latter fails to make it.
Fabian Broghammer is back in training after injury and he comes into contention.
Another positive has been the return of Adam Virgo to Rovers' matchday squad. The former Celtic man has not played since October through injury but has been an unused substitute in the last two matches.
Rovers' victory over the Brewers on Saturday came days after they lost midfielder Seanan Clucas and striker David Clarkson to season-ending injuries.