orthogonal lines

#1
Hi!
I'm trying to learn PCA and am struggling with the concept of orthogonal lines, and why they need to be orthogonal.
Is it correct to say that if two lines are orthogonal to each other then they are uncorrelated, independent or both?
Thanks!