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. Author manuscript; available in PMC: 2022 Jul 25.
Published in final edited form as: Neurobiol Aging. 2019 Jun 5;81:146–156. doi: 10.1016/j.neurobiolaging.2019.05.020

Table 3.

Predictors of neurodegeneration between cognitively normal male and female older adults in the Baltimore Longitudinal Study of Aging.

Brain Regions of Interest Age * Time Hypertension * Time Obesity * Time APOE e4 Status * Time HDL * Time
β SE p-value β SE p-value β SE p-value β SE p-value β SE p-value
Males Only (N=291, number of observations = 847)

Total Brain 0.0017 0.0409 0.966 −0.2943 0.5748 0.609 −0.0981 0.4332 0.821 −0.2514 0.6908 0.716 −0.0436 0.0250 0.081
GM −0.0786 0.0342 0.021 0.0649 0.4815 0.893 −0.1560 0.3559 0.661 0.1607 0.5788 0.781 −0.0150 0.0209 0.471
 Frontal GM −0.0065 0.0127 0.608 0.1057 0.1820 0.561 −0.1507 0.1220 0.217 0.1807 0.2182 0.408 −0.0065 0.0076 0.395
 Temporal GM −0.0189 0.0060 0.002 * 0.0456 0.0835 0.585 0.0546 0.0668 0.414 0.0530 0.1009 0.599 −0.0039 0.0037 0.304
 Parietal GM −0.0056 0.0064 0.386 −0.0214 0.0909 0.814 −0.0183 0.0698 0.793 −0.0097 0.1091 0.929 −0.0053 0.0039 0.180
 Occipital GM −0.0103 0.0063 0.103 −0.0982 0.0896 0.273 0.0250 0.0709 0.725 −0.0174 0.1074 0.871 −0.0041 0.0039 0.292
WM 0.0390 0.0180 0.030 −0.2015 0.2537 0.427 0.0892 0.1974 0.651 −0.0963 0.3042 0.751 −0.0099 0.0110 0.372
 Frontal WM 0.0136 0.0077 0.077 −0.0295 0.1083 0.786 −0.0177 0.0865 0.838 0.0801 0.1302 0.538 −0.0022 0.0048 0.640
 Temporal WM 0.0079 0.0047 0.094 −0.1112 0.0661 0.093 0.0223 0.0526 0.672 −0.1480 0.0795 0.063 −0.0046 0.0029 0.116
 Parietal WM 0.0116 0.0046 0.012 0.0135 0.0656 0.836 0.0459 0.0500 0.358 −0.0179 0.0786 0.819 −0.0032 0.0028 0.260
 Occipital WM 0.0047 0.0030 0.121 −0.0597 0.0432 0.166 0.0644 0.0328 0.049 0.0076 0.0517 0.884 0.0003 0.0019 0.877
Ventricles 0.0399 0.0130 0.002 * −0.1322 0.2012 0.511 0.0053 0.0750 0.943 −0.0886 0.2410 0.713 −0.0105 0.0075 0.161
Corpus Callosum 0.0001 0.0006 0.831 −0.0073 0.0080 0.362 −0.0032 0.0062 0.604 −0.0066 0.0096 0.492 −0.0001 0.0004 0.734
Amygdala −0.0005 0.0002 0.024 0.0003 0.0032 0.930 0.0013 0.0022 0.557 −0.0014 0.0038 0.721 0.0001 0.0001 0.488
Hippocampus −0.0021 0.0005 <0.001 * 0.0128 0.0064 0.046 −0.0024 0.0050 0.627 −0.0054 0.0077 0.482 0.0005 0.0003 0.072
Entorhinal Cortex −0.0013 0.0005 0.012 −0.0057 0.0074 0.444 0.0068 0.0063 0.281 0.0031 0.0090 0.729 0.0009 0.0003 0.008
Parahippocampal Gyrus −0.0012 0.0006 0.057 0.0145 0.0086 0.091 0.0044 0.0070 0.527 0.0100 0.0103 0.334 0.0008 0.0004 0.030

Females Only (N= 326, number of observations = 881)

Total Brain −0.0286 0.0275 0.297 −0.8579 0.5740 0.135 0.4631 0.3455 0.180 −0.4046 0.4320 0.349 0.0074 0.0139 0.594
GM −0.0488 0.0210 0.020 −0.9437 0.4418 0.033 0.4643 0.2735 0.090 −0.2805 0.3289 0.394 0.0027 0.0106 0.802
 Frontal GM −0.0180 0.0078 0.021 −0.2318 0.1635 0.156 0.1835 0.0961 0.056 0.0236 0.1248 0.850 −0.0019 0.0040 0.632
 Temporal GM −0.0104 0.0039 0.008 −0.2437 0.0817 0.003 * 0.1000 0.0527 0.058 0.0024 0.0598 0.967 0.0025 0.0020 0.205
 Parietal GM −0.0097 0.0043 0.023 −0.1224 0.0893 0.171 0.0480 0.0546 0.379 −0.0355 0.0668 0.596 0.0017 0.0022 0.423
 Occipital GM −0.0070 0.0040 0.081 −0.0756 0.0845 0.371 0.0732 0.0508 0.149 −0.0450 0.0641 0.482 0.0007 0.0020 0.718
WM −0.0159 0.0099 0.109 −0.1273 0.2036 0.532 0.0538 0.1393 0.699 0.0265 0.1405 0.850 0.0018 0.0049 0.719
 Frontal WM −0.0036 0.0042 0.396 −0.0346 0.0857 0.687 −0.0439 0.0623 0.480 0.0196 0.0574 0.733 0.0005 0.0020 0.819
 Temporal WM 0.0009 0.0031 0.777 −0.0501 0.0655 0.444 0.0667 0.0400 0.096 −0.0440 0.0486 0.365 −0.0007 0.0016 0.651
 Parietal WM −0.0011 0.0027 0.688 0.0076 0.0555 0.891 0.0485 0.0346 0.160 0.0267 0.0404 0.509 0.0021 0.0013 0.123
 Occipital WM −0.0037 0.0018 0.045 −0.0191 0.0382 0.617 0.0130 0.0240 0.587 −0.0103 0.0281 0.714 0.0013 0.0009 0.175
Ventricles 0.0378 0.0070 <0.001 * −0.1728 0.1442 0.231 −0.1504 0.0575 0.009 −0.0074 0.1171 0.950 −0.0063 0.0034 0.065
Corpus Callosum −0.0015 0.0004 0.001 * −0.0076 0.0093 0.412 −0.0050 0.0053 0.341 −0.0102 0.0073 0.166 0.0001 0.0002 0.616
Amygdala −0.0005 0.0002 0.002 * 0.0018 0.0035 0.620 0.0018 0.0018 0.318 −0.0017 0.0029 0.554 0.0001 0.0001 0.149
Hippocampus −0.0017 0.0004 <0.001 * 0.0046 0.0078 0.553 0.0088 0.0044 0.047 −0.0083 0.0061 0.174 0.0001 0.0002 0.565
Entorhinal Cortex −0.0007 0.0004 0.091 0.0072 0.0081 0.372 −0.0018 0.0048 0.702 −0.0020 0.0061 0.736 0.0002 0.0002 0.298
Parahippocampal Gyrus −0.0011 0.0005 0.022 −0.0118 0.0102 0.246 −0.0006 0.0057 0.917 −0.0059 0.0080 0.463 0.0004 0.0002 0.082

GM – gray matter, WM – white matter, SE – standard error. Note: Linear-mixed effects models consisted of fixed effects, i.e., baseline intracranial volume (ICV), image type (1.5-T SPGR vs. 3-T MPRAGE), age, race, hypertension, obesity, APOE e4 carrier status, HDL cholesterol, time since first MRI, and two-way interactions of image type, age, race, hypertension, obesity, APOE e4 carrier status, and HDL cholesterol with time, and random effects (intercept and time) with unstructured covariance. The analyses were stratified by sex. All bolded values indicate p<0.05.

*

indicates significance at Bonferroni correction of p≤0.003. Predictor*Time indicates the association of predictor with annual rate of change in brain volume.

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