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.