There are Euler bricks that share one side (the smallest). As pointed out by Myerson, an example is,
$$(a,b,c) = (\color{blue}{2964}, 9152, 9405)\\
\,\,(a,b,c) = (\color{blue}{2964}, 6160, 38475)$$
However, if we relax your question and allow two sides, then there are examples as well,
$$(a,b,c) = (1008, 1100, 1155)\\
\,\,(a,b,c) = (1008, 1100, 12075)\\
(a,b,c) = (1008, 1100, \color{red}{960})\; $$
though the third has a smaller side. For the case of two sides, there are infinitely many given by a quadratic form.
If $u^2+v^2=5w^2,$ then,
$$(a,b,c) = \big[(u^2-w^2)(v^2-w^2)/2,\; 2uvw^2,\; uw(v^2-w^2)\big]\\
(a,b,c) = \big[(u^2-w^2)(v^2-w^2)/2,\; 2uvw^2,\; vw(u^2-w^2)\big]$$
Note that we can swap $(u,v)$ and $(a,b)$ remains unchanged, as it is only $c$ that changes. For some $(u,v,w)$, it may yield a shared side that is not the smallest. Recall the above,
Let $(u,v,w) = (2,11,5)$, then
$$(a,b,c) = (1008, 1100, \color{red}{960})\\
\;\;(a,b,c) = (1008, 1100, 1155)$$
However, there are appropriate $(u,v,w)$.
Let $(u,v,w) = (19,22,13)$, then
$$(a,b,c) = (30240, 141284, 77805)\\
(a,b,c) = (30240, 141284, 54912)$$
Let $(u,v,w) = (22,31,17)$, then
$$(a,b,c) = (65520, 394196, 251328)\\
(a,b,c) = (65520, 394196, 102765)$$
and infinitely more. A subset involves transforming our quadratic form,
$$u^2+v^2=5w^2$$
Let $u= \dfrac{t+3}2$ and $v=\dfrac{3t-1}2$ to get the well-known Pell equation,
$$t^2-2w^2=-1$$
where $t = 1,7,41,239,1393,\dots$ (A002315) and $w = 1, 5, 29, 169, 985,\dots$ (A001653) though we start with $t>7$ to get $(a,b,c)\neq0$. For example, let $t=41$ then,
$$(a,b,c) = (514080, 2257244, 1837440)\\
(a,b,c) = (514080, 2257244, 631533)\;\,$$
and so on for infinitely many $t$.
P.S. Note that $x = u-2= \dfrac{t+3}2-2 = 0, 3, 20, 119, 696,\dots$ (A001652) such that $x^2+(x+1)^2 = w^2$, while $v=\dfrac{3t-1}2 = 1, 10, 61, 358, 2089,\dots$ is (A301383).