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The correlation circle confirmed that the 'black tea' vector was negatively correlated with the diabetes vector and was not correlated with any of the other four health indicators.
In this way, the correlation circle results supported boxplot results.
As shown by the correlation circle, Slc22a2 contributes mostly to sex discrimination, being overexpressed in females and in the presence of a HFD.
The correlation circle showed that, except for Electrolyte Leakage (EL), there is a distinct separation of parameters measured in watered and stress conditions.
As shown in Fig. 1B, by the correlation circle, the first axis is essentially explained by Total Leaf Area (TLA) under watered or water deficit conditions and to a lesser extent by Relative Water Content (RWC).
In every correlation circle, each measured variable is shown as a vector, which signals the combined strength of the relationships between the measured variable and two PCs (vector length) and whether these relationships are positive or negative (vector direction).
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The pair-wise correlation boxplots and the correlation circles showed that some immune indices are positively or negatively correlated in some, but not all, individuals.
While we only show correlation circles with PC1 and PC2, we examined correlation circles for all combinations of PCs 1 to 4 (not shown).
However, pair-wise correlation boxplots and subspecies-specific correlation circles cast some doubt on this result.
PCAs were performed and correlation circles were generated using the ade4 package in R [33].
Specifically, we used common principal components analysis (CPCA) and two simpler approaches, pair-wise correlations and correlation circles.
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