A throat closer is a peanut butter sandwich. It is aptly named because the excess amount of peanut butter (and sometimes Nutella) will cause your throat to feel like it's closing and make it difficult to breathe.
"Hey man, wanna have a couple throatclosers?"
"No thanks, I don't feel like dying today."