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Be/lie at the bottom of something
Uncover Hidden Causes
Used to reveal deep-seated reasons behind actions or situations. 
Figurative Use
The phrase is often used metaphorically and not to be taken literally. 
Emotional Connotation
May imply a negative or serious underlying issue. 