In gram-negative bacteria, the peptidoglycan layer is much thinner than that of gram-positive bacilli.
Gram-negative bacteria are therefore harder to kill because of their harder cell wall.
When their cell wall gets disturbed, the gram-negative bacteria starts releasing endotoxins which could cause problem in already persistent disease making it worsen the condition.