We validated some key genes by real-time PCR and found Decr1 (an enzyme which participates in fatty acid β-oxidation), Calm2 (associated with cardiac arrhythmias), and Ddit3 (a proapoptotic transcription factor) expressed a statistically significant increase when compare with the control group. Here, DECR1 is linked to chronic obstructive pulmonary disease.