The actress, who turned 22 this week (4 June), is said to be single again after reportedly ending her three-year relationship with the England under-21 international player.
According to the Sunday People, Brooke is putting a brave face on during a difficult time.
A source tells the newspaper: "Brooke and Josh are no longer together.
"It's a difficult time for her because he was her first love. But she's a positive person and she's got many good friends, so she'll be fine."
Although neither Brooke nor Josh have made a public statement, they have not been pictured together for some time and are no longer following each other on Twitter or Instagram. Often a telltale sign all is not well in loveland.
Earlier this week, Brooke posted the cryptic tweet: "I guess you just live and learn."
Brooke, who plays Sophie Webster in the ITV soap, celebrated her birthday with no sign of Wigan Athletic's Josh as he enjoyed a holiday in Dubai.
On Saturday night (7 June), Brooke continued her birthday celebrations with a fancy dress party in Manchester.
Posing with fellow party-goers, the actress looked stunning in bejewelled face decorations, a head shawl and vampishly dark lipstick.
Are you sad to hear of Brooke Vincent and Josh McEachran's alleged split? Tell us in the comment box below.
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