If the evidence presented in this article are true, then it's likely because of the 'test trial' usages in the Korean War that it was confirmed to be impractical.

Plus, considering there's substantial evidence that McArthur was close to nuking Manchuria, it seems likely he would have been willing to try something slightly less escalatory and much easier to hide and plausibly deny.