Certain toxic substances can cause chemical pneumonitis, a type of pneumonia resulting from inhalation or aspiration of harmful chemical agents. These substances may include industrial chemicals, environmental pollutants, or even household cleaning agents. Inhalation of toxic gases, such as chlorine or ammonia, can directly damage lung tissue, leading to inflammation and pneumonia.