The England global hobbled off in the first half of Spurs' 4-1 win at Bournemouth on Sunday after colliding with goalkeeper Asmir Begovic, and he left the Vitality Stadium on crutches and wearing a protective boot.
It was feared the striker would be ruled out of the rest of the season and also the World Cup.
The target man was supposed to take some pressure off Harry Kane in the Spurs attack, but he has hit just five goals in 28 games in all competitions, and has started just one Premier League game for Tottenham.
Tottenham Hotspurs' Harry Kane injured in a past game.
However, other reports said it has not yet been possible to discover how long Kane will be out because he hasn't had a complete scan due to swelling around the joint.
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Kane limped down the tunnel after an altercation with Bournemouth's Asmir Begovic on Sunday, damaging ankle ligaments for the third time in 18 months.
The 24-year-old will also miss England's upcoming friendlies against Netherlands and Italy in a blow to Three Lions boss Gareth Southgate.
But Spurs have now confirmed will return to first-team training in April.
Mauricio Pochettino's side travel to Swansea for an FA Cup quarter-final on Saturday before...