The Iwasawa theory of non-critical modular forms has been extensively studied. I will report on a joint work with Kazim Büyükboduk on Iwasawa theory in the $\theta$-critical case. We will give an "étale" construction of Bellaïche's $p$-adic $L$-functions and discuss the Iwasawa Main Conjecture in this context.