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. 2023 May 26;14:1158028. doi: 10.3389/fgene.2023.1158028

TABLE 8.

GMDR analysis for the best SNP-SNP and gene-depression interaction models.

Locus No. Best combination Training Testing CV Sign test (p)
Accuracy Accuracy Consistency
SNP-SNP interactions
 1 rs7577262 0.5472 0.5034 6/10 4 (0.8281)
 2 rs17862920 rs2227283 0.5704 0.5313 8/10 8 (0.0547)
 3 rs11568537 rs17862920 rs2227283 0.6034 0.5630 9/10 10 (0.0010) a
Gene-depression interactions
 1 Depression 0.5988 0.5932 10/10 9 (0.0107) a
 2 rs11110359 Depression 0.6123 0.5581 3/10 8 (0.0547)
 3 rs11110359 rs55678639 Depression 0.6365 0.5917 5/10 9 (0.0107) a
 4 rs10166942 rs3745521 rs8065080 Depression 0.6783 0.5963 9/10 10 (0.0010) a

Bold type indicates p < 0.05. Abbreviations: CV, Cross validation; GMDR, Generalized multifactor dimension reduction.

a

p adjusted factors: age, sex.