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. 2023 Nov 8;16:281. doi: 10.1186/s12920-023-01717-2

Table 2.

Linear regression analyses testing lipid polygenic risk score (PRS) as a predictor of its corresponding lipid level, in a univariable model and in a multivariable model accounting for phenotypic, batch, and ancestry variables

TG (n = 149)a HDLC (n = 150) LDLC (n = 148)b TC (n = 151)b
beta std error p beta std error p beta std error p beta std error p
Univariable model
 PRS (for the lipid level assessed) 0.2403 0.0803 0.0032 0.4579 0.0737 5.00E-09 0.2403 0.0805 0.0034 0.2262 0.0809 0.0058
Multivariable model
 PRS (for the lipid level assessed) 0.3133 0.0804 1.52E-04 0.3818 0.0667 6.28E-08 0.2524 0.0839 0.0031 0.2494 0.0851 0.0040
 Female sex -0.2633 0.0771 8.36E-04 0.3980 0.0669 2.17E-08 0.0717 0.0862 0.4067 0.0818 0.0853 0.3392
 Age 0.0019 0.0849 0.9820 0.0602 0.0721 0.4050 0.0777 0.0940 0.4099 0.1237 0.0939 0.1899
 BMI (kg/m2) 0.2944 0.0803 3.51E-04 -0.3009 0.0673 1.61E-05 0.1013 0.0881 0.2522 0.1040 0.0881 0.2398
 T2D -0.0642 0.0819 0.4343 0.0590 0.0697 0.3990 -0.0328 0.0928 0.7247 -0.0001 0.0908 0.9989
 Psychotic illnessc 0.0472 0.0792 0.5527 -0.0025 0.0669 0.9710 0.0347 0.0885 0.6957 0.0068 0.0870 0.9380
 Originating ascertainment cohort -0.0676 0.1559 0.6654 0.1313 0.1329 0.3250 0.0608 0.1727 0.7255 -0.0471 0.1728 0.7857
 Sequencing platform 0.1972 0.1230 0.1112 -0.1072 0.1047 0.3080 -0.0629 0.1388 0.6512 0.0402 0.1369 0.7697
 Ancestry PC1 -0.0827 0.0787 0.2953 0.0078 0.0663 0.9060 -0.0659 0.0870 0.4503 -0.0476 0.0870 0.5852
 Ancestry PC2 -0.1035 0.0989 0.2970 0.1073 0.0823 0.1950 0.0811 0.1073 0.4509 0.0823 0.1072 0.4439
 Ancestry PC3 0.1311 0.1407 0.3532 -0.0049 0.1195 0.9680 -0.0847 0.1555 0.5868 -0.1042 0.1557 0.5043
 Ancestry PC4 0.0366 0.0853 0.6687 -0.0755 0.0730 0.3030 -0.0808 0.0942 0.3926 -0.1176 0.0944 0.2151
R2 p R2 p R2 p R2 p
Model 0.2471 7.26E-05 0.4565 2.46E-13 0.0914 0.3400 0.0909 0.3258
ΔR2 ΔR2 ΔR2 ΔR2
PRS variable 0.0843 0.1302 0.0647 0.0630

Beta coefficients are standardized with positive values indicating a positive association between higher lipid levels and female sex, older age, higher BMI, having type 2 diabetes, having a psychotic illness, belonging to the TCAG sequencing project cohort, sequenced using a HiSeq X, and higher value for PC (and thus a negative beta value indicates a negative association for that variable, i.e., lower lipid level)

ΔR2, here an estimate of the variance in each lipid level explained by the PRS, is calculated by subtracting the R2 of the multivariable model without the PRS variable (i.e., using all remaining phenotypic, batch, and ancestry variables) from the R2 of the full model

TG Triglyceride, LDLC Low density lipoprotein cholesterol, HDLC High density lipoprotein cholesterol, TC Total cholesterol, BMI Body mass index, T2D Type 2 diabetes, PC Principal component for ancestry

Bold font indicates statistical significance

aExcluded one individual on fibrate treatment. Triglyceride levels were natural log transformed to approximate a normal distribution

bFor individuals on statin medications, LDLC and TC levels were divided by 0.7 and 0.8, respectively, as in previous studies [8, 9, 32]

cDefined as schizophrenia or schizoaffective disorder