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. Author manuscript; available in PMC: 2021 Sep 11.
Published in final edited form as: Metabolomics. 2020 Sep 11;16(9):98. doi: 10.1007/s11306-020-01719-6

Table 2.

Top five metabolite associations with PHIV and periodontal disease measured by MRM-based quantitation and targeted extraction from DIA and DDA-based datasets, ranked by p-value for the F-test in the MRM dataset.

PHIV/PHEU moderate/without periodontitis Interactionc F-testd
log2 ratioa p-value log2 ratiob p-value log2 ratio p-value p-value FDRe
MRM
Cadaverine 0.04 0.92 1.07 0.005 −1.54 0.05 0.01 0.51
Methionine 0.20 0.35 0.32 0.10 −0.90 0.03 0.04 0.92
Histidine 0.22 0.41 −0.17 0.50 1.27 0.02 0.08 0.92
Arginine −0.20 0.32 0.36 0.05 0.59 0.13 0.08 0.92
Cytosine 0.12 0.46 0.31 0.04 0.37 0.23 0.10 0.92
DIA
Cadaverine −0.12 0.75 0.99 0.01 −0.69 0.35 0.06 0.89
Methionine 0.06 0.84 0.18 0.53 −1.44 0.01 0.09 0.89
Histidine 0.01 0.98 −0.25 0.33 1.33 0.01 0.06 0.89
Arginine −0.26 0.33 0.15 0.55 0.43 0.38 0.56 0.92
Cytosine 0.06 0.78 −0.03 0.88 −0.58 0.14 0.52 0.92
DDA
Cadaverine −0.04 0.85 0.43 0.06 0.00 0.99 0.29 0.89
Methionine 0.16 0.58 0.09 0.73 −1.16 0.04 0.20 0.89
Histidine 0.06 0.83 −0.15 0.53 1.17 0.03 0.13 0.89
Arginine −0.18 0.58 0.58 0.06 0.97 0.13 0.11 0.89
Cytosine 0.41 0.22 0.26 0.40 0.67 0.30 0.35 0.89
a

: Using the notation HP, Hp, hP, and hp to represent average log2 levels for the four subgroups as in Table 1, the log2 ratio for PHIV/PHEU represents the contrast (HP-hP)/2+(Hp-hp)/2, so is positive when levels are on average higher in PHIV than in PHEU youth.

b

: The log2 ratio for periodontitis +/− represents the contrast (HP-Hp)/2+(hP-hp)/2, so is positive when levels are on average higher in youth with periodontitis than in youth without periodontitis.

c

: The interaction term represents the contrast (HP-hP) – (Hp-hp) = (HP-Hp) – (hP-hp), so is positive when the log2 ratio for PHIV/PHEU is greater in Perio+ than in Perio−, or when the log2 ratio for Perio+/Perio− is greater in PHIV than in PHEU youth.) Note that under the null hypothesis of no difference between groups, the standard deviation of the interaction term is twice that of the main effects due to the 2s in the denominator of the main effects. Note also that coefficients for simple effects such as Hp-Hp can be recovered from the appropriate main effect (a or b) +/− half the interaction term.

d

: An empirical Bayes-moderated F-statistic was used as an omnibus test for the two main effects and their interaction.

e

: False discovery rates (FDRs) were calculated using the Benjamini and Hochberg method (Benjamini, Hochberg 1995).