This study found limited evidence supporting a causal relationship between adiponectin, leptin, sOB-R, resistin, RBP4, or PAI-1 and sarcoidosis, asthma, COPD, lung cancer, tuberculosis, pneumonia, or sleep apnea syndrome. This evidence concerns the gene LEP and pneumonia.