Retrospective Study
Copyright ©The Author(s) 2023.
World J Gastrointest Surg. Oct 27, 2023; 15(10): 2154-2170
Published online Oct 27, 2023. doi: 10.4240/wjgs.v15.i10.2154
Table 15 Single nucleotide polymorphism-smoking, single nucleotide polymorphism-hypertension and SNP-thyroid function interaction models in patients with heart rate variability ≥ 15% evaluated with the generalized multifactor dimensionality reduction approach
Best model
Training balanced accuracy
Testing balanced accuracy
CVC
P value
SNP-smoking interaction1
Smoking0.51910.517110/100.349
rs820196-smoking0.61480.595410/100.022a
rs820196-rs1713449-smoking 0.65100.57649/100.065
SNP-hypertension interaction2
Hypertension0.51560.356410/100.995
rs820196-hypertension0.58850.592010/100.043b
rs820196-rs1713449-hypertension0.64340.53439/100.219
SNP-thyroid function interaction3
Thyroid function0.51260.511310/100.381
rs820196-thyroid function0.58880.581410/100.065
rs820196-rs1713449-thyroid function0.64110.57069/100.075