Using CCA, we also explored the association between Lactobacillales and Fusobacterium relative abundance with various markers of immune dysfunction found to be significantly different in the optimal and suboptimal arm in our cohort; the proportion of naïve CD4 T-cells, CD4 T-cell activation and CD4 Tregs (Table 1). This evidence concerns the gene CD4 and immune system disorder.