Let $p_n$ denote the sequence of prime numbers, with $p_0=2$.
I'm looking for a real number $r$ such that $\sum\limits_{k=0}^{\infty}\frac{p_k}{r^k}=e$.
It's easy to show that $r>5$, with $\frac{2}{5^0}+\frac{3}{5^1}+\frac{5}{5^2}=2.8>e$.
I suppose it shouldn't be too hard to show that $r<6$.
So we know that $5<r<6$ (my observation shows that $r\approx5.7747052$).
But does it prove that there must be some value of $r\in\mathbb{R}$ such that $\sum\limits_{k=0}^{\infty}\frac{p_k}{r^k}=e$?
Such an $r$ does exist. The series is a Laurent series for a function continuous on a portion of $(0,\infty)$ that approaches 2 as $r$ approaches $\infty$ and approaches infinity as $r$ approaches some real number greater than or equal to 0. The intermediate value theorem shows the function takes on any positive value greater than 2.
To see that the series converges, we may quote the bound on $p_n$ (see this article) $$p_n<n\log(n)+n\log(\log(n))$$ thus $p_n<(n+1)(n+2)$ for large enough $n$. We have that $$\frac{1}{(1-\frac{1}{r})^3}=\sum_{n}{\frac{(n+1)(n+2)}{r^n}}$$ which bounds our series and converges for all $r>1$, so $\sum_n{\frac{p_n}{r^n}}$ converges for all $r>1$.
If a power series converges in some neighborhood of a point, then it converges to a continuous (even holomorphic) function. What matters is how quickly the sequence increases. $a_n=n!$ is one example which wouldn't converge for any value of $r$.