No significant causal relationships were found between leptin, sOB-R, resistin, RBP4, or PAI-1 and sarcoidosis, asthma, COPD, lung cancer, tuberculosis, pneumonia, and sleep apnea syndrome. Here, RBP4 is linked to sleep apnea syndrome.