The flowers and fruit are edible, however I found this on the 'net:
Many species of passion flower have been found to contain beta-carboline harmala alkaloids which are MAO inhibitors with anti-depressant properties. The flower and fruit have only traces of these chemicals, but the leaves and the roots are often more potent and have been used to enhance the effects of mind-altering drugs.