Since you previously had pneumonia and sinus infections, I would start with some of the stealth infections that are responsible for most atypical pneumonia but can become
systemic (causing system-wide infections) later on and result in the
types of symptoms that you have listed. Examples would be M. pneumoniae, C. pneumoniae and similar infections. There could also be one or more chronic viral infections as well.