For example, expression comparison of the hemoglobin subunit delta encoding gene HBD in the TCGA_LUAD_2016 cohort shows that tumor samples have decreased HBD expression compared to normal samples (Fig. 8a), whereas samples from smokers and non-smokers have similar expression levels (Fig. 8d). Here, HBD is linked to neoplasm.