Changes in BSH activity in the gut microbiome are identified
using
Ch-AOMK in healthy and colitic mice. (a) Bacterial lysates (100 μg)
isolated from healthy mouse gut microbiomes were incubated with Ch-AOMK
(100 μM) at 37 °C for 24 h. After CuAAC tagging with Fluor
488-alkyne, samples were analyzed by SDS-PAGE, followed by visualization
using fluorescence. As a negative control for cysteine labeling, iodoacetamide
(IA, 20 mM) was added prior to Ch-AOMK. Coomassie staining served
as the loading control. Alternatively, (b) lysates (2.5 mg) were incubated
with Ch-AOMK (100 μM) at 37 °C for 12 h. After CuAAC tagging
with biotin-alkyne, labeled proteins were enriched by streptavidin-agarose
pull-down and analyzed either by Western blot with streptavidin-HRP
or by silver staining. Input is 2% of the elution. (c–e, g,
h) Mice were treated with dextran sodium sulfate (DSS, 3% w/v, ad
libitum) for 8 days, and (c, d) bacterial populations from the gut
microbiome were lysed and analyzed as in parts a and b. The arrowhead
indicates the expected mass of BSHs (35 kDa). The bands were quantified
by densitometry using ImageJ (a–d, bottom panels). A.U. = arbitrary
unit. (e) Phylogenetic tree of BSHs identified within the mouse metagenomic
assemblies. Bootstrap confidence levels reflect 100 phylogenetic tree
reconstructions and are indicated by the blue circles. Green indicates
Firmicutes, magenta indicates Bacteroidetes, and bold indicates active
BSHs identified by chemoproteomics using Ch-AOMK labeling, followed
by CuAAC-based tagging, enrichment, and protein identification by
mass spectrometry (MS)-based proteomics, using a 2-fold enrichment
cutoff (see also Table S2). The heatmap
corresponds to samples from three independent experiments (1–3)
from mice treated with DSS, which were also analyzed by MS-based proteomics
to identify changes in BSH activity during disease (see also Table S5). Red indicates higher BSH activity
in DSS compared to control mice, blue indicates lower BSH activity
in DSS compared to control mice (fold change according to heatmap),
and gray indicates that the BSH was not identified in the indicated
mass spectrometry experiment. (f) Fold change (log2) of
enrichment of BSH from healthy mouse microbiomes comparing Ch-AOMK
treatment to no Ch-AOMK treatment (y-axis) versus bsh gene abundance using reads per kilobase million (RPKM)
in the mice (x-axis). (g) Fold change (log2) of enrichment of BSH from microbiomes of mice treated with DSS
compared to vehicle controls (y-axis) versus ratio
of bsh gene abundance (RPKM) in mice treated with
DSS compared to controls (x-axis). The data in part
g correspond to experiment 2 in part e. (h) Quantification by MS-based
metabolomics of fecal bile acid levels in DSS colitis versus control
mice. CA, cholic acid; TCA, taurocholic acid; DCA, deoxycholic acid;
TDCA, taurodeoxycholic acid; CDCA, chenodeoxycholic acid; TCDCA, taurochenodeoxycholic
acid; LCA, lithocholic acid; TLCA, taurolithocholic acid. Each plot
indicates the ratio of a corresponding unconjugated to conjugated
BA pair. Error bars represent standard deviation from the mean. Interquartile
ranges (IQRs, boxes), median values (line within box), whiskers (lowest
and highest values within 1.5 times IQR from the first and third quartiles),
and outliers beyond whiskers (dots) are indicated. * p < 0.05, ** p < 0.01, *** p < 0.001, n.s. = not significant, n = (a) 5,
(b) 6, (c) 6, (d) 5, (e) 3, (h) 20.