The primary cilium is a critical signaling center for proper embryonic development.Previous studies have demonstrated that mice lacking Ttc21b have impaired retrograde trafficking within the cilium and multiple organogenesis phenotypes, including microcephaly. Interestingly, the severity of the microcephaly in Ttc21b aln/aln homozygous null mutants is considerably affected by the genetic background. Ttc21b aln/aln mutants on an FVB/NJ background develop a forebrain significantly smaller than mutants on a C57BL/6J background. We performed a Quantitative Trait Locus (QTL) analysis to identify potential genetic modifiers and identified two regions linked to differential forebrain size: modifier of alien QTL1 (Moaq1) on chromosome 4 at 27.8 Mb andMoaq2 on chromosome 6 at 93.6 Mb. These QTLs were validated by constructing congenic strains.Further analysis of Moaq1 identified a brain specific orphan G-protein coupled receptor (GPCR), Gpr63, as a candidate gene. We identified a SNP between the FVB and B6 strains in Gpr63, which creates a missense mutation predicted to be deleterious in the FVB protein. We first demonstrated that Gpr63 can localize to the cilium and then used CRISPR-Cas9 genome editing to create FVB congenic mice with the B6 sequence of Gpr63 and a deletion allele leading to a truncation of the GPR63 C-terminal tail. These alleles genetically interact with Ttc21b aln/aln , validating Gpr63 as a forebrain modifier of Ttc21b and strongly supporting Gpr63 as the variant causal gene (i.e., the quantitative trait gene, QTG) for Moaq1.