From Lexicanum

Choke grenades produce a non-lethal gas which causes those who inhale it to choke, making them easy targets. Only those wearing armour which is completely isolated from the local atmosphere are safe from a choke attack. Those affected often fall to the floor and become incapacitated.¹

Sources

• ¹:Warhammer 40,000: Wargear (2nd Edition)