Generalized Linear Mixed Univariate and Multivariate Models Predicting Hippocampal Volumes of Both Hemispheres
. | Univariate LHV . | Model A LHV . | Univariate RHV . | Model B RHV . | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
. | β . | 95% CI . | P . | β . | 95% CI . | P . | β . | 95% CI . | P . | β . | 95% CI . | P . |
Age | −0.090 | −0.240 to 0.059 | 0.235 | −0.028 | −0.173 to 0.117 | 0.701 | 0.022 | −0.128 to 0.173 | 0.773 | 0.091 | −0.060 to 0.242 | 0.235 |
Sex | −0.471 | −0.604 to −0.338 | <0.001 | −0.455 | −0.589 to −0.321 | <0.001 | −0.408 | -0.545 to -0.270 | <0.001 | −0.386 | −0.524 to −0.248 | <0.001 |
White non-Hispanic race/ethnicity | 0.119 | −0.030 to 0.269 | 0.117 | 0.027 | −0.111 to 0.165 | 0.700 | 0.113 | −0.037 to 0.262 | 0.139 | 0.037 | −0.106 to 0.180 | 0.608 |
Family history of mental illnesses | 0.052 | −0.099 to 0.202 | 0.497 | 0.075 | −0.059 to 0.208 | 0.270 | 0.034 | −0.116 to 0.185 | 0.653 | 0.058 | −0.079 to 0.196 | 0.404 |
Childhood poverty | 0.003 | −0.147 to 0.154 | 0.963 | 0.094 | −0.045 to 0.233 | 0.185 | 0.039 | −0.112 to 0.189 | 0.614 | 0.127 | −0.017 to 0.271 | 0.084 |
Parental education | 0.067 | −0.084 to 0.217 | 0.384 | 0.071 | −0.063 to 0.205 | 0.300 | 0.088 | −0.062 to 0.238 | 0.249 | 0.092 | −0.046 to 0.230 | 0.190 |
Life event stress | −0.261 | −0.386 to −0.135 | <0.001 | −0.129 | −0.276 to 0.018 | 0.084 | −0.126 | −0.276 to 0.023 | 0.097 | −0.157 | −0.311 to −0.003 | 0.045 |
Neighborhood poverty | −0.191 | −0.339 to −0.043 | 0.011 | −0.180 | −0.327 to −0.034 | 0.016 | −0.174 | −0.322 to −0.026 | 0.022 | −0.185 | −0.335 to −0.035 | 0.016 |
. | Univariate LHV . | Model A LHV . | Univariate RHV . | Model B RHV . | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
. | β . | 95% CI . | P . | β . | 95% CI . | P . | β . | 95% CI . | P . | β . | 95% CI . | P . |
Age | −0.090 | −0.240 to 0.059 | 0.235 | −0.028 | −0.173 to 0.117 | 0.701 | 0.022 | −0.128 to 0.173 | 0.773 | 0.091 | −0.060 to 0.242 | 0.235 |
Sex | −0.471 | −0.604 to −0.338 | <0.001 | −0.455 | −0.589 to −0.321 | <0.001 | −0.408 | -0.545 to -0.270 | <0.001 | −0.386 | −0.524 to −0.248 | <0.001 |
White non-Hispanic race/ethnicity | 0.119 | −0.030 to 0.269 | 0.117 | 0.027 | −0.111 to 0.165 | 0.700 | 0.113 | −0.037 to 0.262 | 0.139 | 0.037 | −0.106 to 0.180 | 0.608 |
Family history of mental illnesses | 0.052 | −0.099 to 0.202 | 0.497 | 0.075 | −0.059 to 0.208 | 0.270 | 0.034 | −0.116 to 0.185 | 0.653 | 0.058 | −0.079 to 0.196 | 0.404 |
Childhood poverty | 0.003 | −0.147 to 0.154 | 0.963 | 0.094 | −0.045 to 0.233 | 0.185 | 0.039 | −0.112 to 0.189 | 0.614 | 0.127 | −0.017 to 0.271 | 0.084 |
Parental education | 0.067 | −0.084 to 0.217 | 0.384 | 0.071 | −0.063 to 0.205 | 0.300 | 0.088 | −0.062 to 0.238 | 0.249 | 0.092 | −0.046 to 0.230 | 0.190 |
Life event stress | −0.261 | −0.386 to −0.135 | <0.001 | −0.129 | −0.276 to 0.018 | 0.084 | −0.126 | −0.276 to 0.023 | 0.097 | −0.157 | −0.311 to −0.003 | 0.045 |
Neighborhood poverty | −0.191 | −0.339 to −0.043 | 0.011 | −0.180 | −0.327 to −0.034 | 0.016 | −0.174 | −0.322 to −0.026 | 0.022 | −0.185 | −0.335 to −0.035 | 0.016 |
All models used generalized linear mixed models with census tracts as the random intercept.
Univariate LHV tested associations between individual predictor variables and left hippocampal volume.
Model A LHV tested the multivariable associations between all variables shown and left hippocampal volume.
Univariate RHV tested associations between individual predictor variables and right hippocampal volume.
Model B RHV tested the multivariable associations between all variables shown and right hippocampal volume.
All significant associations (P < .025) are shown in bold.
Generalized Linear Mixed Univariate and Multivariate Models Predicting Hippocampal Volumes of Both Hemispheres
. | Univariate LHV . | Model A LHV . | Univariate RHV . | Model B RHV . | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
. | β . | 95% CI . | P . | β . | 95% CI . | P . | β . | 95% CI . | P . | β . | 95% CI . | P . |
Age | −0.090 | −0.240 to 0.059 | 0.235 | −0.028 | −0.173 to 0.117 | 0.701 | 0.022 | −0.128 to 0.173 | 0.773 | 0.091 | −0.060 to 0.242 | 0.235 |
Sex | −0.471 | −0.604 to −0.338 | <0.001 | −0.455 | −0.589 to −0.321 | <0.001 | −0.408 | -0.545 to -0.270 | <0.001 | −0.386 | −0.524 to −0.248 | <0.001 |
White non-Hispanic race/ethnicity | 0.119 | −0.030 to 0.269 | 0.117 | 0.027 | −0.111 to 0.165 | 0.700 | 0.113 | −0.037 to 0.262 | 0.139 | 0.037 | −0.106 to 0.180 | 0.608 |
Family history of mental illnesses | 0.052 | −0.099 to 0.202 | 0.497 | 0.075 | −0.059 to 0.208 | 0.270 | 0.034 | −0.116 to 0.185 | 0.653 | 0.058 | −0.079 to 0.196 | 0.404 |
Childhood poverty | 0.003 | −0.147 to 0.154 | 0.963 | 0.094 | −0.045 to 0.233 | 0.185 | 0.039 | −0.112 to 0.189 | 0.614 | 0.127 | −0.017 to 0.271 | 0.084 |
Parental education | 0.067 | −0.084 to 0.217 | 0.384 | 0.071 | −0.063 to 0.205 | 0.300 | 0.088 | −0.062 to 0.238 | 0.249 | 0.092 | −0.046 to 0.230 | 0.190 |
Life event stress | −0.261 | −0.386 to −0.135 | <0.001 | −0.129 | −0.276 to 0.018 | 0.084 | −0.126 | −0.276 to 0.023 | 0.097 | −0.157 | −0.311 to −0.003 | 0.045 |
Neighborhood poverty | −0.191 | −0.339 to −0.043 | 0.011 | −0.180 | −0.327 to −0.034 | 0.016 | −0.174 | −0.322 to −0.026 | 0.022 | −0.185 | −0.335 to −0.035 | 0.016 |
. | Univariate LHV . | Model A LHV . | Univariate RHV . | Model B RHV . | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
. | β . | 95% CI . | P . | β . | 95% CI . | P . | β . | 95% CI . | P . | β . | 95% CI . | P . |
Age | −0.090 | −0.240 to 0.059 | 0.235 | −0.028 | −0.173 to 0.117 | 0.701 | 0.022 | −0.128 to 0.173 | 0.773 | 0.091 | −0.060 to 0.242 | 0.235 |
Sex | −0.471 | −0.604 to −0.338 | <0.001 | −0.455 | −0.589 to −0.321 | <0.001 | −0.408 | -0.545 to -0.270 | <0.001 | −0.386 | −0.524 to −0.248 | <0.001 |
White non-Hispanic race/ethnicity | 0.119 | −0.030 to 0.269 | 0.117 | 0.027 | −0.111 to 0.165 | 0.700 | 0.113 | −0.037 to 0.262 | 0.139 | 0.037 | −0.106 to 0.180 | 0.608 |
Family history of mental illnesses | 0.052 | −0.099 to 0.202 | 0.497 | 0.075 | −0.059 to 0.208 | 0.270 | 0.034 | −0.116 to 0.185 | 0.653 | 0.058 | −0.079 to 0.196 | 0.404 |
Childhood poverty | 0.003 | −0.147 to 0.154 | 0.963 | 0.094 | −0.045 to 0.233 | 0.185 | 0.039 | −0.112 to 0.189 | 0.614 | 0.127 | −0.017 to 0.271 | 0.084 |
Parental education | 0.067 | −0.084 to 0.217 | 0.384 | 0.071 | −0.063 to 0.205 | 0.300 | 0.088 | −0.062 to 0.238 | 0.249 | 0.092 | −0.046 to 0.230 | 0.190 |
Life event stress | −0.261 | −0.386 to −0.135 | <0.001 | −0.129 | −0.276 to 0.018 | 0.084 | −0.126 | −0.276 to 0.023 | 0.097 | −0.157 | −0.311 to −0.003 | 0.045 |
Neighborhood poverty | −0.191 | −0.339 to −0.043 | 0.011 | −0.180 | −0.327 to −0.034 | 0.016 | −0.174 | −0.322 to −0.026 | 0.022 | −0.185 | −0.335 to −0.035 | 0.016 |
All models used generalized linear mixed models with census tracts as the random intercept.
Univariate LHV tested associations between individual predictor variables and left hippocampal volume.
Model A LHV tested the multivariable associations between all variables shown and left hippocampal volume.
Univariate RHV tested associations between individual predictor variables and right hippocampal volume.
Model B RHV tested the multivariable associations between all variables shown and right hippocampal volume.
All significant associations (P < .025) are shown in bold.
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