Non-syndromic cleft lip with or without cleft palate (NSCL/P) is a complex disorder, and it results from both of the genetic modifiers and environmental factors, with genetic modifiers contributes to it more than environmental factors. GWASs made great progress in identifying the candidate genes for NSCL/P, but the findings need to be replicated in other populations. In this study, we selected eleven SNPs from recent GWASs and GWAS meta-analysis to investigate their associations among 308 NSCL/P trios (134 non-syndromic cleft lip only (NSCLO) trios and 174 non-syndromic cleft lip with cleft palate (NSCLP) trios) from Han Chinese population. All SNPs were genotyped using SNPscan method and analyzed the data with FBAT, PLINK, and R package. Allelic TDT analysis showed that allele A at rs12543318 was associated with NSCLO trios (P = .0032, OR = 0.57, 95% CI: 0.39-0.83), and parent-of-origin effect analysis indicated that allele A at rs12543318 was significantly maternally undertransmitted among NSCLO (P = .0046), which implied the potential influence of genomic imprinting; global TDT further confirmed this association. Individual genotypic TDT showed homozygote C/C at rs12543318 was overtransmitted among NSCLO (Z = 3.79, P = .00015) and NSCL/P groups (Z = 3.83, P = .00013), which indicated that it could increase the risk to have cleft babies. Our findings indicated that rs12543318 was associated with NSCLO from Western Han Chinese population, which will give new scientific evidence for later researches in the etiology of NSOCs.