He's lost his MP post but he is still a PAP member. That is, until he resigns from the PAP or the CEC decides to kick him out if he is useless from now.
Losing in this election doesnt mean he cant be back the next time round. Sure, if PAP wants him, he'll be back next election riding on the tailcoat of another GRC. Exactly what happened to MBT