Arteta has been sidelined for five months with a combination of calf and ankle problems.
Wilshere meanwhile, has been recuperating from ankle surgery after spending the last four months on the sidelines, whereas Debuchy has been out of action since January after dislocating his shoulder against Stoke.
However, The Daily Mirror claim the trio have resumed training and could be closing in on a return to first team action.
GETTY
Jack Wilshere (left), Mikel Arteta (centre) and Mathieu Debuchy (right) are back in training
They suggest that Wilshere could be included in the squad to face Liverpool a week on Saturday.
Meanwhile, Alex Oxlade-Chamberlain is also thought to be pushing to start for Arsenal against the Reds.
The news will be a welcome boost for Wenger, as Arsenal seek to clinch a top-four spot as well as retain the FA Cup they won last season.
We use your sign-up to provide content in ways you've consented to and to improve our understanding of you. This may include adverts from us and 3rd parties based on our understanding. You can unsubscribe at any time. Read our Privacy Policy
