Table 2.

Drug targets and multiple-molecule drugs for preventing skin aging from young adulthood to middle-age.

Target	AIFM1	CAT	IGF1R	LMNA
Drug
niridazole	●	●		●
liothyronine	●
decitabine		●
pinacidil			●
allantoin			●

●: Proposed small molecules target to the identified biomarkers (drug targets).