Heart failure is a common reason for respiratory failure in ICU patients. The rapid and accurate differentiation of heart failure from other causes of respiratory failure remains a clinical challenge. BNP levels are significantly higher in patients with congestive heart failure as compared to patients with respiratory failure due to other causes. Therefore, rapid measurement of BNP might be very helpful in establishing or excluding the diagnosis of heart failure in patients with respiratory failure in the ICU.