In particular, we noted that CD38/TNFRSF12A and COPD relationships demonstrate the features of bidirectional, self-propagating cycle rather than a unidirectional regulation pathway (Figure 4). This evidence concerns the gene TNFRSF12A and chronic obstructive pulmonary disease.