Unilateral absence of pulmonary artery (UAPA) is a rare congenital malformation. Some cases cause deadly complications during childhood, others are usually diagnosed incidentally in asymptomatic patients in adulthood by chest plain film. The image feature on plain film is often a hypoplastic lung on the affected side. Confirmatory CT angiography or magnetic resonance angiography may be needed. The common symptoms of UAPA are hemoptysis, dyspnea, and recurrent pulmonary infections. However, high-altitude pulmonary edema has been thought to be a possible complication recently. Herein, we present an asymptomatic 15-year-old adolescent with absence of a right pulmonary artery. Magnetic resonance angiography confirmed this diagnosis and revealed associated left inferior pulmonary vein stenosis, which has not been reported previously.