Oxytocin has repeatedly been shown to influence human behavior in social contexts; also, a relationship between oxytocin and the pathophysiology of Autism Spectrum Disorder (ASD) has been suggested. In the present study, we investigated SNPs in the oxytocin gene (OXT), and the genes for single-minded 1 (SIM1), aryl hydrocarbon receptor nuclear translocator 2 (ARNT2), and cluster of differentiation 38 (CD38), in a population of 1771 children from the Child and Adolescent Twin Study in Sweden. Statistical analyses were performed to investigate any association between SNPs and autistic-like traits (ALTs), measured through ASD scores in the Autism-Tics, ADHD and other Comorbidities inventory. Our main finding was a statistically significant association between the SIM1 SNP rs3734354 (Pro352Thr) and ASD scores for language impairment (p=0.0004). Furthermore, nominal associations were found between ASD scores and SNPs in OXT, ARNT2 and CD38. In summary, the present study lends support to the hypothesis that oxytocin and oxytocin neuron development may have an influence on the development of ALTs, and suggests a new candidate gene in the search for the pathophysiology of ASD.