Cohn, H. ``Branching processes in varying environment'' Statistics Department Research Report #13, 1994. Abstract Let $\{Z_n\}$ be a branching process whose offspring distributions vary with $n$, and write $M_n=\max_i P(Z_n=i)$. It is shown that the only case when a limiting distribution function of a sequence $\{Z_n/c_n\}$, for some constants $\{c_n\}$, has a jump away from $0$ is when $\lim_{n \rightarrow \infty} M_n > 0$. A characterization of the latter case in terms of offspring probabilities is given.