Cancer patients are particularly vulnerable to Pseudomonas aeruginosa infections due to their weakened immune systems, which can be a result of the cancer itself or from treatments like chemotherapy and radiation. These infections can lead to severe complications, including pneumonia, urinary tract infections, and sepsis, which can significantly impact the patient's overall health and treatment outcomes.