The 32-year-old producer has teamed up with the DNCE star on his solo song 'One Chance To Dance' and believes he's got what it takes to get the sibling trio - also comprised of Nick and Kevin Jonas - to make a comeback after their split in 2013.
The 'Runnin' hitmaker - whose real name is Shahid Khan - said of the brothers' strong bond: ''I would love to bring them back as a band one day - do not rule that out.
''I know those brothers are close and support each other.
''I found out that they are really into MMA (mixed martial arts).
''I was surprised they are into that sport and quite active in it, maybe that's the way it will happen.''
Speaking about his song with Joe, Naughty said: ''It's Joe's first single as a solo artist. Although he's been a Jonas Brother and has a big fan-base with DNCE, he's so cool and has a great voice, and it makes sense for him to be making music with someone new.''
And he even hinted that he might ask Nick to feature on a remix of the track.
He told the Daily Star newspaper: ''I'm a big fan of Nick too. We can get Nick on the remix.''
Joe, 27, said in 2015 that a reunion ''could easily happen''.
The 'Cake By The Ocean' singer said at the time that he hasn't ruled out reforming with Nick and Kevin and that they could easily record a new LP together in the future because they still ''get along'' well and there was no animosity when they split.
He said: ''Seeing where things will lead us. It's easy to say we're done and that we're never doing it again, but then we both look at each other and go, 'We obviously get along.' And who knows - years from now we could be like, 'All right, let's make a record.' It could easily happen.''
The Jonas Brothers came to prominence after starring on the Disney Channel network with their 2008 movie 'Camp Rock' and its sequel, 'Camp Rock 2: The Final Jam.'
Both Nick and Joe have enjoyed solo careers, while Kevin - the eldest brother aged 30 - went on a mini five-month tour of the US with Joe in May 2014.
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