Supplementary Material for: Interaction between Common Genetic Variants and Total Fat Intake on Low-Density Lipoprotein Peak Particle Diameter: A Genome-Wide Association Study I.Rudkowska L.Pérusse C.Bellis J.Blangero J.-P.Després C.Bouchard M.-C.Vohl 2015 <b><i>Background/Aim:</i></b> Total fat intake has an important impact on the low-density lipoprotein (LDL) peak particle diameter (LDL-PPD) and may interact with nutrient-sensitive single nucleotide polymorphisms (SNPs). The objective was<b> </b>to examine whether there is suggestive evidence of SNP × dietary fat intake interaction effects influencing the LDL-PPD in the Quebec Family Study (QFS) in order to generate hypotheses to be tested in larger studies. <b><i>Methods:</i></b> SNPs from a genome-wide association study (GWAS) using Illumina Human610-Quad BeadChip, total fat intake derived from a 3-day weighted food record, and SNP × total fat intake interaction effects were examined on LDL-PPD in 541 QFS subjects. <b><i>Results:</i></b> The GWAS analyses 29 identified independent SNP × total fat intake interaction effects on the LDL-PPD at p < 10<sup>-5</sup>, including SNPs in the following genes: <i>ABCG2, CPA3, FNBP1, KCNQ3, NBAS, NCALD, OPRL1, NKAIN2, SH3BGRL2, SOX5, </i>and <i>SUSD4</i>. <b><i>Conclusions:</i></b> This observational study suggests that multiple SNPs interact with dietary fat intake to influence variation in the LDL-PPD.