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. 2022 May 10;5(2):e35696. doi: 10.2196/35696

Table 3.

The linear combination of normalized variables for the 1PCa by gender (chronological age excluded) and the relative contribution of each physiological variable to BAb estimation.


Women Men

Loading scores Contribution (%) Loading scores Contribution (%)
Mean arterial blood pressurec 0.435 18.9 0.349 12.2
Glycated hemoglobin 0.408 16.7 0.324 10.5
Waist circumference 0.173 3.0 0.491 24.1
Forced expiratory volume in 1 second –0.138 1.9 –0.309 9.5
Maximal oxygen consumption –0.341 11.6 –0.475 22.6
Adiponectin 0.228 5.2 –0.046 0.2
High-density lipoprotein 0.390 15.2 –0.020 0.04
Total cholesterol 0.467 21.8 0.3804 14.5
suPARd 0.238 5.7 0.254 6.4
Eigenvaluee 2.79 N/Af 2.25 N/A
Explained variance %g 30.96 N/A 25.04 N/A

a1PC: first principal component comprising the best fit line with the largest sum of squares distances.

bBA: biological age.

cMean arterial blood pressure = (1/3SBP + 2/3DBP), where SBP is systolic blood pressure and DBP is diastolic blood pressure.

dsuPAR: soluble urokinase plasminogen activator receptor.

eEigenvalue: the sum of squared distances for 1PC.

fN/A: Not applicable.

gExplained variance %: how many percent does the 1PC explain of the total variance in the data set.