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. Author manuscript; available in PMC: 2017 Apr 1.
Published in final edited form as: Obesity (Silver Spring). 2016 Feb 16;24(4):954–961. doi: 10.1002/oby.21415

Table 2.

Associations between cognitive function and individual body composition and hormonal measures (N=53)

Executive
Function
Verbal Learning
and Memory
Processing
Speed
Visual
Memory
Visuospatial
Skills#
partial
correlation
coefficient
p-value partial
correlation
coefficient
p-value partial
correlation
coefficient
p-value partial
correlation
coefficient
p-value partial
correlation
coefficient
p-value
BODY COMPOSITION
BMI (log) −0.09 0.56 −0.05 0.73 0.03 0.86 −0.25 0.08 −0.27 0.055
Total fat % (DXA) −0.17 0.24 −0.00 0.98 −0.05 0.74 0.36 0.012 0.48 0.0005*
Total Lean mass (DXA) −0.05 0.72 −0.05 0.65 0.00 0.96 0.03 0.82 −0.07 0.61
HORMONES
Glucose homeostasis
HOMA-IR (log) −0.12 0.40 −0.07 0.63 −0.09 0.54 0.26 0.06 0.27 0.05
Gonadal steroids
Total testosterone 0.29 0.043* 0.29 0.042* −0.10 0.51 −0.06 0.69 0.17 0.24
Free testosterone −0.05 0.71 −0.12 0.39 −0.01 0.92 0.06 0.68 0.22 0.14
SHBG (log) −0.34 0.015* −0.24 0.09 −0.10 0.52 −0.15 0.29 0.03 0.86

Model: Regression models adjusting for age and education. Primary outcomes are underlined. Partial correlation coefficients and p-values are reported. Standard scores were analyzed for the first 4 domains, and raw scores for visuospatial skills domain.

Bolded values represent associations for which the p-value was ≤ 0.05.

#
For the visuospatial skills domain, when a logistic regression model was used, with outcome a score above or below the 5th percentile for test norms, the following results were obtained:
  • Estimate for 1% increase in total fat: −0.22, p=0.002
  • Estimate for 1 log increase in HOMA-IR: −1.10, p=0.05.
*

Association remains significant (p<0.05) when model further adjusted for BMI.

Abbreviations: AUC, area under the curve; BMI, body mass index; DXA, dual-energy X-ray absorptiometry; HOMA-IR, homeostasis model assessment – insulin resistance; SHBG, sex hormone binding globulin.