from Wiki
According to Dynkin's classification, we have as possibilities these only, where n is the number of nodes:
To me it seems not obvious why there should not be a $E_9$? Further clicking got me to the following:
"Roughly speaking, symmetries of the Dynkin diagram lead to automorphisms of the Bruhat-Tits building associated with the group." from here.
Is there easy answer without going through the details of root systems?
I'm not sure what your favorite way of thinking about Dynkin diagrams is. I'm going to go with the presentation where a Dynkin diagram encodes angles between vectors in $\mathbb{R}^n$. An edge means that the vectors meet at $120^{\circ}$, the absence of an edge means that the vectors meet at right angles. So now I need to explain why we can't find $9$ vectors $v_1$, $v_2$, ..., $v_9$ in $\mathbb{R}^9$ which meet as in the $E_9$ diagram.
Normalize the $v_i$ to all have length $1$. Let $V$ be the matrix whose columns are the $v_i$. Then the entries of $V^T V$ are $1$'s on the diagonal, $-1/2$'s where vertices are joined by an edge, and $0$'s elsewhere.
But you can check that this matrix is not positive definite, contradicting the supposition that it is of the form $V^T V$.