Two guns were found in a nearby bush and seized by police as part of their investigation.
The brothers of England footballers Marcus Rashford and Trent Alexander-Arnold were attacked during an armed robbery at a restaurant.
Three people were injured in the raid, police said, although it is unclear if the footballer's brothers were hurt.
Marcus Rashford is a striker for Manchester United while Trent Alexander-Arnold plays for Liverpool in defence.
Police have been told the brutal gang brandished a shotgun, machete and baseball bat and attacked them shortly after they had stopped at the restaurant.
Their brothers were eating breakfast at a Caribbean restaurant when the incident happened, with the assailants robbing Dane of his watch and taking Tyler's wallet and the keys to his Range Rover.
Detectives are exploring the possibility the pair were followed by the gang, the Mail Online reported.
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Dane's Range Rover was later found by police on Bowland Drive in Fallowfield but Taylor's white BMW is yet to be recovered.
A source said: 'Thankfully they are all going to be OK.
Moss side has one of the biggest crime figures for Greater Manchester with latest statistics showing that more than a quarter of crimes committed were of a violent to sexual nature.
Four men, aged 18, 19, 23 and 58, and two 17-year-olds, have been arrested on suspicion of robbery.
GMP Superintendent Mark Dexter said: "Thankfully no-one was seriously injured, but the victims have been left understandably shaken following this incident".
"It is thanks to the swift action of our officers that we now have six men in custody but this investigation is still very much ongoing and officers will be in the area today continuing with inquiries".
'We are particularly keen to hear from anyone who saw what happened or anyone with dashcam footage of the BMW or Range Rover around the time of the incident'.