The 33-year-old striker joined Rovers on loan from Stoke until the end of the season this week.
Winger Adam McGurk has been ruled out for four to six weeks after he suffered a collapsed lung on Thursday night.
Elsewhere, Danny Holmes could be fit to return in defence after missing Tuesday night's defeat to Swindon with a head injury, although Moore may opt to retain Michael Kay in his back four.
"Danny Holmes can train (on Friday) but I thought Michael Kay did well," he told Rovers' official website. "He worked hard and he was strong so it might be that I'll leave him in."
Winger Abdulai Bell-Baggie is pushing for a start following an impressive midweek cameo.
"People keep telling me he's an impact player so it's about time he grew up and became a starter," Moore added. "His contract is up at the end of the season and we've started negotiations over that. He'll get a chance on Saturday."
Tranmere lie sixth in the table but are only two points off top spot despite losing five of their last six matches, including all four this month.