Furthermore, IgD- CD27- B cell %B cell, CD27 on IgD- CD38dim B cell, and CD3 on Naive CD4+ T cell mediate some of the relationships between blood metabolites and NSCLC. This evidence concerns the gene CD27 and non-small cell lung carcinoma.