C57Bl/6 males were initiated on the protein deficient diet upon arrival
at 3 weeks of age and then challenged with G.
lamblia 7 days later. Six days after
G. lamblia, two groups were
challenged with enteroaggregative E.
coli (EAEC). Uninfected controls received PBS-PBS
sham gavages at each infection timepoint. (n = 6/group). (A) Depicted is
growth as percentage of starting weight beginning on the day of
G. lamblia infection (Experimental
day 0 (Day 0)) and through 13 days after Giardia
challenge (7 days after EAEC challenge) (Day 13).
(+P<0.05,
++P<0.01,
++++P<0.001
Giardia-PBS vs PBS-PBS;
#P<0.05,
####P<0.001
Giardia-PBS vs PBS-EAEC; *P<0.05
Giardia-EAEC vs. Giardia-PBS Day 7
and Day 13; ****P<0.0001
Giardia-EAEC vs. PBS-EAEC Day 7 and Day 13). (B)
Phylum-level relative operational taxonomic unit (OTU) abundances
determined after amplification and sequencing of the V3-V4 region of 16S
rRNA gene in fecal samples from uninfected,
Giardia-infected, EAEC-infected, and co-infected mice
on experimental days 7 and 13 as indicated. (C,D) OPLS-DA correlation
coefficient plots indicating the variation between (C)
Giardia infected (Day 13) and uninfected PBS
controls (Day 13) (Q2Y = 0.40; P = 0.02) or (D) co-infection
(Day 13) versus EAEC mono-infection (Day 13) (Q2Y = 0.82; p =
0.001) (n = 4-5/group). Correlation coefficients plots were generated
with the use of a back-scaling transformation to display the
contribution of each metabolite to the sample classification. Positive
peaks indicate metabolites that were excreted in greater amounts in the
Giardia infected (C) or co-infected (D) mice, and
negative peaks indicate metabolites that were excreted in lower amounts.
The color scale represents the significance of the correlation for each
metabolite to the class membership with red indicating stronger
significance and blue indicating weaker significance. (E) Heat map of
significant changes in urinary metabolites measured using 1H NMR
spectroscopy associated with OPLS-DA models. Represented as correlation
coefficients (R) (red = increased; blue = decreased) in
G. lamblia (Gl)
infection at Day 7 and Day 13 versus age-matched uninfected (PBS)
controls, EAEC mono-infection Day 13 versus age-matched uninfected (PBS)
controls, or co-infection (Gl+EAEC) Day 13 compared
with age-matched uninfected controls (PBS) or either mono-infection
alone. Abbreviations: 2-OG, 2-oxoglutarate; 3-IS, 3-indoxylsulfate;
3-UPA, 3-ureidopropionic acid; 4-HPA, 4-hydroxyphenylacete; 4-CG,
4-cresolglucuronide; 4-CS 4-cresyl sulfate; DMA, dimethylamine; BG,
butyrylglycine; GPC, α-glycerophosphocholine; HG, hexanoylglycine; IAG,
indole acetyl gulconate; IVG, isovalarylglycine; MA, methylamine;
m-HPPS, m-hydroxyphenylpropionylsulfate; NAG, N-acetyl glutamine; NAO,
nicotinamide-N-oxide; NMND, N-methyl- nicotinamide; PAG,
N-phenylacetylglycine; TMA, trimethylamine; TMAO,
trimethylamine-N-oxide; UK, unknown.