You know in your heart the only solution is to leave this toxic work environment, but it's also important to have another job lined up before doing so ...
Therefore, until that happens, just make yourself as small a target as possible so you get slimed as little as possible by those miserable miscreants!
In the meantime, give yourself some extra TLC and keep reminding yourself that you are doing your best to get yourself outta there!