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 11 Single nucleotide polymorphism-smoking, single nucleotide polymorphism -hypertension, and single nucleotide polymorphism-thyroid function interaction models in patients with heart rate variability ≥ 30% evaluated with the generalized multifactor dimensionality reduction approach
Best model
Training balanced accuracy
Testing balanced accuracy
CVC
P value
SNP-smoking interaction1
Smoking0.52650.513510/100.263
rs820196-smoking0.62810.602110/100.045a
rs938886-rs820196-smoking0.67030.59478/100.099
SNP-hypertension interaction2
Hypertension0.52920.330810/100.800
rs820196-hypertension0.61170.564810/100.190
rs820196-rs1713449-hypertension0.69960.50638/100.426
SNP-thyroid function interaction3
Thyroid function0.51230.498010/100.194
rs820196-thyroid function 0.62630.589510/100.104
rs938886-rs820196-thyroid function0.66650.57278/100.153