The most likely issue causing low blood oxygen levels in this patient is a problem with the patient's respiratory system. This could be due to conditions such as asthma, pneumonia, chronic obstructive pulmonary disease (COPD), or a pulmonary embolism. In these cases, the lungs are not able to properly take in oxygen and release carbon dioxide, leading to decreased oxygen levels in the blood.