Not A Teacher
It does not seem natural to me.
We might talk of a castle or fortress as impregnable, "Dover Castle was impregnable to French seige tactics" might be a phrase using that word.
For your sentence I think the word unmoved is better.
"A leader who is unmoved when a husband lays his hand on his spouse will definitely fail in his role of governace"
Student or Learner