The dismal run has all but ended Rovers' play-off prospects despite them spending the majority of this season in the upper reaches of npower League One.
Mamady Sidibe is expected to lead the line once more after the on-loan Stoke striker made a surprise return from an adductor problem against Hartlepool last week.
Cole Stockton could also push for a place in attack after scoring in the reserves' victory over Oldham in midweek.
Moore is unlikely to make any changes to his defence after on-loan Manchester United defender Sean McGinty went back to his parent club last week.
Club captain James Wallace (knee) and winger Adam McGurk (hip) are out for the season.