Table 4.
Multivariate Tests | |||||||
Wilks’ Lambda ** | F | df 1 | df 2 | p | η2p | ||
eGFR | 0.76 | 4.07 | 3 | 38 | * 0.01 | 0.24 | |
BMI | 0.98 | 0.29 | 3 | 38 | 0.83 | 0.02 | |
Use of ACEi | 0.78 | 3.57 | 3 | 38 | * 0.02 | 0.22 | |
Univariate Tests | |||||||
DV | Type III SS | df | MS | F | p | η2p | |
eGFR *** | [TRP] | 3.32 × 106 | 1 | 3.32 × 106 | 0.07 | 0.80 | <0.01 |
[KYN] | 8.81 × 106 | 1 | 8.81 × 106 | 3.03 | 0.09 | 0.07 | |
[KYNA] | 822.95 | 1 | 822.95 | 6.06 | * 0.02 | 0.13 | |
BMI | [TRP] | 1.39 × 106 | 1 | 1.39 × 106 | 0.03 | 0.87 | <0.01 |
[KYN] | 1.41 × 106 | 1 | 1.41 × 106 | 0.48 | 0.49 | 0.01 | |
[KYNA] | 0.04 | 1 | 0.04 | 0.00 | 0.99 | <0.01 | |
Use of ACEi | [TRP] | 4.75 × 107 | 1 | 4.75 × 107 | 0.97 | 0.33 | 0.02 |
[KYN] | 19,159.33 | 1 | 19,159.33 | 0.01 | 0.94 | 0.00 | |
[KYNA] | 762.73 | 1 | 762.73 | 5.62 | * 0.02 | 0.12 | |
Residuals | [TRP] | 1.95 × 109 | 40 | 4.87 × 107 | |||
[KYN] | 1.16 × 108 | 40 | 2.91 × 106 | ||||
[KYNA] | 5430.12 | 40 | 135.75 |
Two-tailed p-values (p ≤ 0.05) are flagged (*). Values of all metabolites are in nM (nanomoles). ** Since the Box’s M test of equality of covariances was not significant (p = 0.05), we used Wilks’ Lambda as test statistics to express the results of the multivariate test. *** eGFR calculated using the 2021 adapted version of CKD-EPI (Chronic Kidney Disease Epidemiology Collaboration) equation, adjusted for sex, age, and serum creatinine (The National Kidney Foundation: https://www.kidney.org/professionals/kdoqi/gfr_calculator/formula; accessed on 16 July 2023). Abbreviations: F = F-test value; p = p-value; DV = dependent variable; SS = sum of Squares; df = degrees of freedom; MS = mean square; η2p = partial eta-squared (effect size); ACEi = angiotensin-converting-enzyme inhibitors; BMI = body-mass-index; eGFR = glomerular filtration rate; KYN = kynurenine; KYNA = kynurenic acid; TRP = tryptophan.