If humans depleted Earth of an element entirely, would that element be removed from the periodic table?

Since there is a helium shortage, let's use that as an example. If we entirely used up all of the helium available on the planet, would we keep helium on the periodic table or would we remove it due to it no longer existing naturally on the planet?
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