People close to Edgar Allan Poe died for example his wife and mother. To top it off he might have been there as a young child when his mother died. As you could imagine this was most likely traumatizing for him. Poe wrote about common fears of his time. For instance being buried alive which is shown in the House of Usher.
In the Tell Tale Heart the narrator killed a man who had a pale eye.