Principal Components Analysis
PC1 PC2 PC3 PC4 PC5
MedHxMarijStatus_Dich 0.6309 0.2167 -0.6180 0.38646 0.15396
MedHxAlcStatus_Dich 0.2891 0.3133 -0.1465 -0.89227 0.02631
MedHxCigaretteStatus_Dich 0.3960 0.5466 0.7068 0.20232 -0.06266
MedHxCokeStatus_Dich 0.5030 -0.5581 0.1126 -0.07055 -0.64641
MedHxOpiateStatus_Dich 0.3295 -0.4947 0.2904 -0.09265 0.74419
Importance of components:
PC1 PC2 PC3 PC4 PC5
Standard deviation 0.658 0.418 0.355 0.318 0.2759
Proportion of Variance 0.475 0.191 0.139 0.111 0.0835
Cumulative Proportion 0.475 0.667 0.805 0.917 1.0000
Multiple Regression Models
Men
PhysMeanSBPsitimp PhysMeanDBPsitimp PhysMeanPPsitimp
Age0 0.282 *** 0.022 0.260 ***
PovStatBelow 0.238 -0.190 0.428
acasiPTSD -0.192 * -0.135 * -0.057
RaceAfrAm -3.312 -2.186 -1.126
Substance_Use_PC1 2.302 1.990 0.313
HseHldEducation -0.425 * -0.036 -0.390 **
CESimp 0.028 0.047 -0.020
DMMclusterdich -1.070 -1.937 * 0.868
CVDclusterdich -0.056 -0.456 0.399
MedHxMedsBP 5.730 *** 3.999 *** 1.730 .
PhysBMI 0.476 *** 0.274 *** 0.202 **
acasiPTSD:RaceAfrAm 0.184 . 0.109 . 0.075
acasiPTSD:Substance_Use_PC1 -0.015 -0.010 -0.005
RaceAfrAm:Substance_Use_PC1 -5.695 -3.431 -2.264
acasiPTSD:RaceAfrAm:Substance_Use_PC1 0.099 0.069 0.030
PhysBMI PhysWaistSizeimp
Age0 0.008 0.157 *
PovStatBelow -1.443 ** -4.144 ***
acasiPTSD 0.023 0.088
RaceAfrAm -1.065 -6.479 *
Substance_Use_PC1 -1.778 -3.348
HseHldEducation -0.005 -0.025
CESimp -0.041 -0.099
DMMclusterdich 0.860 2.275
CVDclusterdich -0.509 0.949
rxDiabetes 4.404 *** 11.692 ***
acasiPTSD:RaceAfrAm 0.004 -0.001
acasiPTSD:Substance_Use_PC1 0.015 0.050
RaceAfrAm:Substance_Use_PC1 0.306 0.541
acasiPTSD:RaceAfrAm:Substance_Use_PC1 0.010 -0.013
LabFasting=1 excluded from the following regressions (except for outcome LabResCRP)
LabResCRP LabResCholimp LabResHDLimp LabResLDLcalcimp
Age0 0.007 0.183 0.119 . 0.123
PovStatBelow 1.495 -0.876 2.613 * -2.217
acasiPTSD -0.044 -0.318 -0.113 -0.437 *
RaceAfrAm -1.443 -0.821 4.331 -4.704
Substance_Use_PC1 -3.037 3.548 -0.866 2.256
HseHldEducation -0.228 -0.278 0.074 0.343
CESimp 0.019 -0.060 0.141 . -0.129
DMMclusterdich_gluc 0.282 -10.425 * -4.433 * -5.921
CVDclusterdich -0.902 -11.889 -6.251 * -3.616
MedHxMedsBP 0.994 -1.788 -1.432 1.558
MedHxMedsChol -0.663 7.052 -2.907 -2.277
rxDiabetes 0.047 -5.660 -0.228 -15.202 **
PhysBMI 0.143 . 0.749 * -0.798 *** 0.899 ***
acasiPTSD:RaceAfrAm 0.103 -0.100 0.063 0.095
acasiPTSD:Substance_Use_PC1 0.084 0.005 0.091 -0.043
RaceAfrAm:Substance_Use_PC1 3.206 -7.062 2.649 -5.910
acasiPTSD:RaceAfrAm:Substance_Use_PC1 -0.083 0.074 -0.079 0.124
LabResTriglycimp LabResGlucoseimp LabResInsulinimp LabResHgbA1C
Age0 -0.370 0.151 0.054 0.007 .
PovStatBelow 4.887 2.379 1.414 . 0.107
acasiPTSD 0.387 -0.027 0.086 -0.003
RaceAfrAm -35.142 -3.636 3.166 . 0.236
Substance_Use_PC1 7.404 -3.197 -3.839 . 0.005
HseHldEducation -4.133 . -0.469 -0.060 -0.011
CESimp 0.151 0.223 -0.009 0.005
DMMclusterdich_gluc -9.338 -1.604 0.333 -0.110
CVDclusterdich -6.415 -7.086 -2.557 -0.097
MedHxMedsBP -11.110 2.566 1.216 0.169 .
MedHxMedsChol 85.066 *** 0.996 2.549 * 0.027
rxDiabetes 51.126 * 84.875 *** 0.217 2.678 ***
PhysBMI 4.054 *** 1.037 *** 0.695 *** 0.030 ***
acasiPTSD:RaceAfrAm -0.490 -0.056 -0.090 0.001
acasiPTSD:Substance_Use_PC1 -0.642 -0.068 0.077 -0.003
RaceAfrAm:Substance_Use_PC1 -7.733 8.076 1.467 -0.045
acasiPTSD:RaceAfrAm:Substance_Use_PC1 0.652 -0.198 0.002 -0.001
Women
PhysMeanSBPsitimp PhysMeanDBPsitimp PhysMeanPPsitimp
Age0 0.595 *** 0.036 0.559 ***
PovStatBelow 1.807 . 1.623 * 0.184
acasiPTSD -0.003 0.017 -0.020
RaceAfrAm 5.750 * 2.879 . 2.871
Substance_Use_PC1 3.463 0.875 2.588
HseHldEducation -0.312 . -0.179 . -0.133
CESimp 0.024 0.012 0.011
DMMclusterdich 0.055 -1.510 * 1.565 .
CVDclusterdich 0.866 -2.336 3.203
MedHxMedsBP 4.131 *** 3.046 *** 1.085
PhysBMI 0.457 *** 0.180 *** 0.277 ***
acasiPTSD:RaceAfrAm -0.047 -0.056 0.009
acasiPTSD:Substance_Use_PC1 -0.106 -0.032 -0.074
RaceAfrAm:Substance_Use_PC1 -0.351 1.434 -1.785
acasiPTSD:RaceAfrAm:Substance_Use_PC1 -0.013 -0.053 0.041
PhysBMI PhysWaistSizeimp
Age0 -0.046 . -0.028
PovStatBelow -0.568 -2.652 *
acasiPTSD -0.016 -0.012
RaceAfrAm 1.317 0.524
Substance_Use_PC1 1.069 4.752
HseHldEducation -0.309 *** -0.878 ***
CESimp 0.012 0.051
DMMclusterdich 0.809 3.277 *
CVDclusterdich 0.116 1.339
rxDiabetes 5.716 *** 12.129 ***
acasiPTSD:RaceAfrAm -0.033 -0.072
acasiPTSD:Substance_Use_PC1 -0.094 * -0.261 **
RaceAfrAm:Substance_Use_PC1 -1.800 -6.760
acasiPTSD:RaceAfrAm:Substance_Use_PC1 0.051 0.197
LabFasting=1 excluded from the following regressions (except for outcome LabResCRP)
LabResCRP LabResCholimp LabResHDLimp LabResLDLcalcimp
Age0 0.004 0.978 *** 0.224 *** 0.723 ***
PovStatBelow -0.200 -2.470 -1.125 -2.532
acasiPTSD -0.050 0.268 0.158 * 0.001
RaceAfrAm -2.297 -5.230 7.903 ** -8.159
Substance_Use_PC1 -0.759 -2.339 -0.424 0.050
HseHldEducation -0.058 -0.468 0.680 *** -0.663 .
CESimp -0.029 -0.277 . -0.179 ** -0.071
DMMclusterdich_gluc 0.082 -4.736 -1.355 -4.510
CVDclusterdich 5.392 *** -31.201 *** -2.247 -26.211 ***
MedHxMedsBP 1.471 * 5.404 . 0.199 4.404
MedHxMedsChol -1.447 . 3.448 -0.525 -0.722
rxDiabetes -0.007 -8.477 . -4.313 * -9.141 *
PhysBMI 0.306 *** -0.152 -0.582 *** 0.286 *
acasiPTSD:RaceAfrAm 0.070 . -0.102 -0.053 0.054
acasiPTSD:Substance_Use_PC1 0.038 0.053 0.028 -0.059
RaceAfrAm:Substance_Use_PC1 1.520 4.798 10.256 ** -8.765
acasiPTSD:RaceAfrAm:Substance_Use_PC1 -0.061 -0.284 -0.312 ** 0.150
LabResTriglycimp LabResGlucoseimp LabResInsulinimp LabResHgbA1C
Age0 -0.050 0.188 -0.054 0.014 ***
PovStatBelow 8.433 . 2.568 1.637 * 0.082
acasiPTSD 1.031 ** -0.157 -0.019 -0.003
RaceAfrAm -15.025 0.810 -0.988 0.252
Substance_Use_PC1 -21.546 -8.543 -3.312 . -0.044
HseHldEducation -2.272 ** -0.399 0.058 -0.016
CESimp -0.266 0.274 * 0.031 0.005
DMMclusterdich_gluc 4.724 -2.486 -0.099 0.021
CVDclusterdich -18.112 -0.515 0.983 -0.155
MedHxMedsBP 4.861 5.099 . 1.063 0.154 .
MedHxMedsChol 28.819 *** 2.196 -0.274 0.202 *
rxDiabetes 33.657 *** 51.419 *** 1.496 1.721 ***
PhysBMI 0.871 ** 0.536 *** 0.471 *** 0.016 ***
acasiPTSD:RaceAfrAm -0.946 * -0.136 0.019 -0.002
acasiPTSD:Substance_Use_PC1 0.880 * 0.195 0.078 0.001
RaceAfrAm:Substance_Use_PC1 30.661 4.680 0.674 -0.011
acasiPTSD:RaceAfrAm:Substance_Use_PC1 -1.105 . -0.065 -0.026 0.002