I completed the elementary part of @Joseph Van Name's https://mathoverflow.net/users/22277/joseph-van-name answer: Sets $U \subset X$ and $V \subset X$ in a measure space $(X, \mathcal{A})$ are called *$\mathcal{A}$-proximal*, written $U \mathop{\delta}_\mathcal{A} V$, if there is no $A \in \mathcal{A}$ such that $U \subset A$ and $V \subset A^c$. A map $f\colon X \to Y$ between measure spaces $(X, \mathcal{A})$ and $(Y, \mathcal{B})$ is a called *proximal map* if $U \mathop{\delta}_\mathcal{A} V \Rightarrow f(U) \mathop{\delta}_\mathcal{B} f(V)$ for all $U, V \subset X$. Statement: * Then $f$ is $\mathcal{A}$-$\mathcal{B}$-measurable if and only if $f$ is a proximal map. Proof: "If." Take $B \in \mathcal{B}$. From rules for images and preimages, $f[f^{-1}[B]] \subset B$, $f[(f^{-1}[B])^c] = f[f^{-1}[B^c]] \subset B^c$. To avoid contradiction with proximality of $f$, there is $A \in \mathcal{A}$ such that $f^{-1}[B] \subset A$ as well as $(f^{-1}[B])^c \subset A^c$ or equivalently $f^{-1}[B]\supset A$. Thus $f^{-1}[B] \in \mathcal{A}$. "Only if." Let $f$ be $\mathcal{A}$-$\mathcal{B}$ measurable and take $U, V \subset X$ with $U \mathop{\delta}_\mathcal{A} V$ and assume that there is $B\in \mathcal{B}$ such that $f[U] \subset B$, $f[V] \subset B^c$. By measurability of $f$, $ f^{-1}[B] \in \mathcal{A}$. This time $ f^{-1}[B] \supset f^{-1}[f[U]] \supset U$ and $ f^{-1}[B] \supset f^{-1}[f[V]] \supset V$. This contradicts $U \mathop{\delta}_\mathcal{A} V$, therefore $f[U] \mathop{\delta}_\mathcal{B} f[V]$.