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U sodeoxycholic acid and i s au ine/glycine conjuga ed species educe coli ogenic dysbiosis and 1
equally supp ess expe imen al coli is in mice 2
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Lien Van den Bossche1, Pie e Hind yckx1, Lindsey De issche 1, Sa ah De iese1, Sophie Van 5
Welden1, Tom Hol oe 1, Rami o Vilchez-Va gas2, Ma ius Vi al3, Die ma H. Piepe 3, Julie 6
Vanden Bussche4, Lynn Vanhaecke4, Tom Van de Wiele2, Ma ine De Vos1 and Debby 7
Laukens1# 8
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1Depa men o Gas oen e ology, Ghen Uni e si y, Ghen , Belgium; 2Cen e o Mic obial 10
Ecology and Technology, Ghen Uni e si y, Ghen , Belgium; 3Mic obial In e ac ions and 11
P ocesses Resea ch G oup, Depa men o Medical Mic obiology, Helmhol z Cen e o In ec ion 12
Resea ch (HZI), B aunschweig, Ge many; 4Labo a o y o Chemical Analysis, Depa men o 13
Ve e ina y Public Heal h and Food Sa e y, Facul y o Ve e ina y Medicine, Ghen Uni e si y, 14
Ghen , Belgium 15
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Running i le: UDCA and i s conjuga es educe coli ogenic dysbiosis 18
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#Add ess co espondence o: Debby Laukens, debby.laukens@ugen .be. 21
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AEM Accep ed Manusc ip Pos ed Online 23 Janua y 2017
Appl. En i on. Mic obiol. doi:10.1128/AEM.02766-16
Copy igh © 2017 Ame ican Socie y o Mic obiology. All Righ s Rese ed.
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ABSTRACT 23
The p omising esul s wi h seconda y bile acids in expe imen al coli is sugges ha hey may 24
ep esen an a ac i e and sa e class o d ugs o he ea men o in lamma o y bowel diseases 25
(IBD). Howe e , he exac mechanism by which bile acid he apy con e s p o ec ion om 26
coli ogenesis is cu en ly unknown. Since he gu mic obio a plays a c ucial ole in he 27
pa hogenesis o IBD, and exogenous bile acid adminis a ion may a ec he communi y s uc u e 28
o he mic obio a, we examined he impac o he seconda y bile acid u sodeoxycholic acid 29
(UDCA) and i s au ine/glycine conjuga es on he ecal mic obial communi y s uc u e du ing 30
expe imen al coli is. Daily o al adminis a ion o UDCA, au ou sodeoxycholic acid (TUDCA) o 31
glycou sodeoxycholic acid (GUDCA) equally lowe ed he se e i y o dex an sodium sul a e-32
induced coli is in mice, as e idenced by educed body weigh loss, colonic sho ening and 33
exp ession o in lamma o y cy okines. Illumina sequencing demons a ed ha bile acid he apy 34
du ing coli is did no es o e ecal bac e ial ichness and di e si y. Howe e , bile acid he apy 35
no malized he coli is-associa ed inc eased a io o Fi micu es o Bac e oide es. In e es ingly, 36
adminis a ion o bile acids p e en ed he loss o Clos idium clus e XIVa and inc eased he 37
abundance o Akke mansia muciniphila, bac e ial species known o be pa icula ly dec eased in 38
IBD pa ien s. We conclude ha UDCA, which is an FDA-app o ed d ug o choles a ic li e 39
diso de s, could be an a ac i e ea men op ion o educe dysbiosis and imp o e in lamma ion 40
in human IBD. 41
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IMPORTANCE 43
Seconda y bile acids a e eme ging as a ac i e candida es o he ea men o in lamma o y 44
bowel disease. Al hough bile acids may a ec he in es inal mic obial communi y s uc u e, 45
which signi ican ly con ibu es o he cou se o hese in lamma o y diso de s, he impac o bile 46
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acid he apy on he ecal mic obio a du ing coli is has no ye been conside ed. He e, we s udied 47
he al e a ions in he ecal mic obial abundance in coli ic mice ollowing he adminis a ion o 48
seconda y bile acids. Ou esul s show ha seconda y bile acids educe he se e i y o coli is and 49
imp o e coli is-associa ed ecal dysbiosis a he phylum le el. This s udy indica es ha seconda y 50
bile acids migh ac as a sa e and e ec i e d ug o in lamma o y bowel disease. 51
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INTRODUCTION 53
In lamma o y bowel diseases (IBD) a e ch onic in lamma o y diso de s o he gas oin es inal 54
ac cha ac e ized by in es inal dysbiosis. Res ic ed bac e ial di e si y and unde ep esen a ion 55
o an i-in lamma o y mic oo ganisms such as Clos idium clus e XIVa and Akke mansia 56
muciniphila ep esen ypical dysbio ic ea u es in IBD (1–4). Since he in es inal mic obial 57
communi y pe o ms a wide ange o bile acid modi ica ions including deconjuga ion, 58
dehyd oxyla ion, oxida ion and epime iza ion (5), shi s in he composi ion o he gu mic obio a 59
a e associa ed wi h pe u ba ions o he ecal bile acid p o ile (6, 7). O pa icula in e es , Duboc 60
and colleagues demons a ed ha he con e sion o p ima y bile acids (syn hesized in he li e 61
om choles e ol) o seconda y bile acids (gene a ed by bac e ial modi ica ions) is impai ed in 62
IBD pa ien s (7). Because seconda y bile acids exhibi immunomodula o y unc ions (7–10), 63
inc easing seconda y bile acid le els in he in es inal lumen could be an e icien he apeu ic 64
app oach o IBD. In line wi h his hypo hesis, he adminis a ion o he seconda y hyd ophilic 65
bile acid u sodeoxycholic acid (UDCA) amelio a es expe imen al coli is bu he exac mechanism 66
p o ec ing om coli ogenesis is no ully unde s ood (11). 67
When adminis e ed o ally, unconjuga ed UDCA is apidly conjuga ed wi h glycine in humans, 68
and o a lesse ex en wi h au ine, on i s i s pass h ough he li e (12, 13). Based on he 69
obse a ion ha ecal bile acid hyd ophobici y co ela es wi h he se e i y o coli is (14), i is 70
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easonable o assume ha conjuga es o UDCA, which a e mo e hyd ophilic han unconjuga ed 71
UDCA, migh be mo e a o able he apeu ic agen s o in es inal in lamma ion. In his ega d, we 72
and o he s ha e shown ha au ou sodeoxycholic acid (TUDCA) alle ia es dex an sodium 73
sul a e (DSS)-induced coli is in mice (15, 16). The po en ial bene icial e ec o 74
glycou sodeoxycholic acid (GUDCA) in coli is, howe e , has no been add essed so a and 75
s udies compa ing he he apeu ic e ec i eness o hese di e en bile acid species a e lacking. 76
While he composi ion o he luminal bile acid pool is con olled by in es inal bac e ia, i is well 77
es ablished ha bile acids, in u n, also shape he gu mic obio a. Bile acids es ic bac e ial 78
p oli e a ion and o e g ow h di ec ly by causing memb ane damage, which is posi i ely 79
co ela ed wi h bile acid hyd ophobici y (17–19). Thus, he bac e icidal ac i i y o bile acids 80
dec eases wi h inc easing numbe s o hyd oxyl g oups and by conjuga ion o he bile acid side 81
chain wi h au ine o glycine (19). In addi ion o hei ole as an imic obial agen s, bile acids also 82
s imula e he g ow h o selec ed bac e ial species (5). Simila ly, hese p ope ies a e de e mined 83
bo h by he hyd oxyla ion pa e n and he conjuga ion s a us o he bile acid s e oid nucleus. Fo 84
example, inc eased in es inal le els o bile acids ca ying a hyd oxyl g oup a posi ion C7 o he 85
s e oid co e a o he g ow h o 7α-dehyd oxyla ing bac e ia, such as Clos idium clus e XIVa 86
membe s (20, 21). Fu he mo e, he amino acids in conjuga ed bile acids ac as mic obial 87
subs a es o dis inc bac e ial g oups; glycine is me abolized by Clos idium species (22, 23), 88
while au ine is a sou ce o sulphi e om which Bilophila wadswo hia de i es ene gy o i s 89
g ow h (24, 25). In e es ingly, a die high in sa u a ed a p omo es au ine-conjuga ion o hepa ic 90
bile acids, esul ing in he ou g ow h o B. wadswo hia and exace ba ion o coli is (26). 91
Conside ing ha he gu mic obial a chi ec u e and me abolism con ibu e o he cou se o IBD 92
(27, 28), we compa ed he he apeu ic e ec i eness o UDCA and i s au ine/glycine conjuga es 93
in DSS-induced coli is in mice and in es iga ed hei impac on he ecal mic obial communi y. 94
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MATERIALS AND METHODS 96
Animals. Male 8-week-old C57Bl/6J mice we e ob ained om Ha lan (Ha lan Labo a o ies, 97
Ho s , The Ne he lands) and main ained unde s anda d labo a o y condi ions wi h ad libi um 98
access o ood (mice main enance chow, Ca il Labo ood, Pa an Se ice, Belgium) and wa e . 99
P io o he expe imen , mice we e co-housed o homogenize gu mic obio a be ween 100
expe imen al g oups. A e a one-week acclima iza ion, mice we e assigned o he ea men 101
g oups based on body weigh s. In o de o a oid bac e ial c oss-con amina ion be ween g oups, 102
mice o di e en ea men g oups we e housed in sepa a e cages. The s udy was app o ed by he 103
Ins i u ional Re iew Boa d o he Facul y o Medicine and Heal h Science o Ghen Uni e si y 104
(ECD 2014-25). 105
Bile acid ea men . Mice we e di ided in o i e g oups (n = 8 in each g oup). Th ee o hem 106
ecei ed bile acid ea men : UDCA (Tokyo Chemical Indus y Co. L d, Toshima-Ku, Tokyo, 107
Japan), TUDCA (Calbiochem, Da ms ad , Ge many) o GUDCA (Sigma-Ald ich, Diegem, 108
Belgium). Bile acids we e dissol ed in phospha e-bu e ed saline (PBS) o Lab a il® M1944 109
(Ga e osse, Sain -P ies Cedex, F ance) and adminis e ed daily by o al ga age (500 mg/kg/day). 110
T ea men s s a ed a day 0 o DSS exposu e. A non-DSS con ol g oup and DSS con ol g oup 111
( e e ed o as placebo- ea ed g oup) ecei ed he ehicle (PBS o Lab a il®) alone. 112
Induc ion and assessmen o coli is. Acu e coli is was es ablished by adding 4% (w/ ) DSS 113
(molecula weigh 36,000–50,000; MP Biomedicals, Illki ch, F ance) o he d inking wa e o 7 114
days, ollowed by no mal wa e o 3 days. A non-DSS con ol g oup ecei ed no mal d inking 115
wa e h oughou he expe imen . Body weigh and disease ac i i y we e eco ded daily. A 116
disease ac i i y index (DAI) was calcula ed as he combined sco e o body weigh loss (0, none; 117
1, 0-10%; 2, 10-20%; 3, >20%), s ool consis ency (0, no mal d oppings; 1, loose d oppings; 2, 118
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dia hea) and ecal blood loss (0, none; 1, hemoccul posi i e; 2, g oss bleeding). Occul blood 119
was de ec ed using he Colosc een Hemoccul ki (Helena Labo a o ies Inc., Beaumon , Texas, 120
USA). Ten days a e ini ia ion o he expe imen , mice we e anes he ized and blood was 121
collec ed om he e o-o bi al sinus. The mice we e hen sac ificed by ce ical disloca ion, he 122
colons we e emo ed and hei leng hs we e measu ed. Segmen s o dis al colon we e cu , insed 123
wi h PBS and ozen in liquid ni ogen. The blood was cen i uged (10.000 pm o 10 min a 124
4°C) and se um was collec ed. All samples we e s o ed a -80°C un il u he p ocessing. 125
Luminex. Colonic issues we e homogenized in PBS con aining p o ease and phospha ase 126
inhibi o s and o al p o ein concen a ion was measu ed using he B ad o d me hod (Bio-Rad, 127
Naza e h, Belgium). P o ein le els o chemokine (C-X-C mo i ) ligand 1 (CXCL1), g anulocy e 128
colony-s imula ing ac o (G-CSF) and in e leukin (IL)-6 we e de e mined in colon homogena es 129
and se um using he Bio-Plex P o Mouse Cy okine G oup I mul iplex ki (Bio-Rad), acco ding o 130
he manu ac u e ’s ins uc ions. Measu emen s we e pe o med wi h he Bio-Plex MAGPIX 131
Mul iplex Reade and da a we e analyzed using he Bio-Plex Manage 6.1 so wa e (Bio-Rad). 132
DNA ex ac ion om ecal samples. F esh ecal pelle s we e collec ed a day 9 o coli is and 133
immedia ely s o ed a -80°C. To al DNA was ex ac ed om he ecal samples using he QIAamp 134
DNA S ool Mini Ki (Qiagen Benelux, Venlo, The Ne he lands). Fi s , 180 o 220 mg o s ool 135
was esuspended in 1.4 ml bu e ASL. Then, 0.5 g 0.1 mm Zi conia beads (Biospec P oduc s, 136
Ba les ille, Oklahoma) and 4 glass beads (Biospec P oduc s) we e added and samples we e 137
homogenized by o exing. The suspension was hen hea ed a 95°C o 15 min and he 138
manu ac u e ’s ins uc ions we e ollowed. 139
Illumina sequencing. The V1-2 egion o he 16S RNA gene was ampli ied as p e iously 140
desc ibed (29). B ie ly, in a i s 20 cycle polyme ase chain eac ion (PCR) eac ion, he 16S 141
RNA gene a ge was en iched using he well-documen ed 27F and 338R p ime s (30, 31) as 142
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p e iously speci ied (32). This eac ion mix u e was used as empla e in a second 15 cycle PCR 143
eac ion wi h p ime s comp ising sequences complemen a y o he Illumina speci ic adap o s o 144
he 5’-ends (29). The la e eac ion mix u e was hen used as empla e in a hi d 10 cycle PCR 145
eac ion wi h p ime s designed o in eg a e bo h he sequence o he speci ic Illumina 146
mul iplexing sequencing p ime s and he index p ime s. Lib a ies p epa ed by pooling equimola 147
a ios o amplicons we e inally sequenced on a MiSeq (Illumina, Haywa d, CA, USA). 148
A e wa ds, eads we e anno a ed as desc ibed by Ve s aelen e al. (33). 149
Illumina da a analysis. Da a-analysis was pe o med as p e iously desc ibed (33). A e 150
esampling o he minimum sequencing dep h using he phyloseq package (34) om he R 151
p og am (35), a o al o 8,911 eads we e ob ained. Ra e ac ion cu es we e gene a ed using he 152
egan package om R (36). All phylo ypes we e assigned a axonomic a ilia ion based on he 153
nai e Bayesian classi ica ion (RDP classi ie ) (37) wi h a h eshold o 80%. Rela i e abundances 154
o all phylo ypes we e hen compa ed be ween di e en expe imen al g oups. 155
Quan i a i e eal- ime PCR (qRT-PCR). To al ecal DNA was dilu ed 1:2 in wa e and 3 µl 156
was used in qRT-PCR wi h SYBR G een (SensiMix™ SYBR No-ROX Ki , Bioline Reagen s, 157
UK) and 250 nM o each p ime (BioLegio, Nijmegen, The Ne he lands). P ime sequences used 158
o ampli ica ion o A. muciniphila we e 5’-CAGCACGTGAAGGTGGGGAC-3’ and 5’-159
CCTTGCGGTTGGCTTCAGAT-3’ (38). A wo-s ep p og am was pe o med on he Ligh Cycle 160
480 (Roche). Cycling condi ions we e 95°C o 10 min, 45 cycles o 95°C o 10 s and 60°C o 1 161
min. The amoun o A. muciniphila 16S RNA gene in each sample was no malized o he o al 162
amoun o bac e ial 16S RNA gene. Fo he quan i ica ion o o al 16S RNA gene copies, ecal 163
DNA was dilu ed 1:10 in wa e and he uni e sal bac e ial 16S RNA gene p ime s PRBA338 164
5’-ACTCCTACGGGAGGCAGCAG-3’ and PRUN518 5’-ATTACCGCGGCTGCTGG-3’ we e 165
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used (39). To al bac e ial load was calcula ed using he o mula 2del aC / [ o al DNA 166
concen a ion]. 167
Bile acid quan i ica ion. 168
Sample p epa a ion. F esh ecal pelle s we e collec ed a day 4 o coli is and immedia ely s o ed 169
a -80°C. Be o e bile acids we e ex ac ed om ecal samples, 20 µl o an in e nal s anda d 170
solu ion (TUDCA-d5 (San a-C uz Bio echnology, Heidelbe g, Ge many) a 25 ng/µl in me hanol 171
(VWR In e na ional, Me ck Millipo e, Da ms ad , Ge many)) was added o 25 mg eces. The 172
ex ac ion p o ocol s a ed wi h he addi ion o 5 ml ice-cold ace oni ile (VWR In e na ional) 173
con aining 5% ammonium hyd oxide (Me ck Millipo e, Da ms ad , Ge many). The solu ion was 174
homogenized wi h an Ul a-Tu ax homogenize , ho oughly mixed by o exing o 1 min and 175
hen placed in an ul asonic ba h o 30 min. The esul an mix u e was cen i uged a 9,000 x g 176
o 10 min and supe na an was collec ed. The ex ac ion p ocedu e was epea ed once mo e and 177
he combined supe na an s we e subsequen ly e apo a ed unde ni ogen a 40°C. Each d y 178
ex ac was hen esuspended in 200 µl o a 40:60 mix u e o sol en A (7.5 mM ammonium 179
ace a e (Me ck Millipo e) in ul apu e wa e , pH 4.0) and sol en B (5% ace oni ile in 180
me hanol), cen i uged a 9,000 x g o 10 min and supe na an was collec ed. To compensa e o 181
ma ix e ec s, he s anda d addi ion me hod was applied o bile acid quan i ica ion (40). B ie ly, 182
supe na an was di ided in o wo equal aliquo s and ans e ed o liquid ch oma og aphy-mass 183
spec ome y ials. One aliquo was spiked wi h 20 µl o he 40:60 mix u e o sol en A and B. 184
The o he aliquo was spiked wi h 20 µl o bile acid solu ion (a 40:60 mix u e o sol en A and B, 185
supplemen ed wi h 16.5 ng/µl li hocholic acid (LCA; Sigma-Ald ich), 89.4 ng/µl UDCA (Simga-186
Ald ich), 0.75 ng/µl TUDCA (Calbiochem) and 0.75 ng/µl GUDCA (Sigma-Ald ich)). A 10 μl 187
aliquo o each sample was injec ed in o he ul a-high pe o mance liquid ch oma og aphy wi h 188
high esolu ion mass spec ome y (UHPLC-HRMS) sys em. 189
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UHPLC-HRMS analysis. Ch oma og aphic sepa a ion o bile acids was ca ied ou on an Accela 190
UHPLC sys em o The mo Fishe Scien i ic (San José, CA, USA), wi h an Acqui y UPLC HSS 191
C18 column (1.8 μm, 50 mm × 2.1 mm, Wa e s). The bina y sol en sys em consis ing o wo 192
sol en s A and B was se a a cons an low a e o 300 µl/min a 35°C. Fo elu ion, a g adien 193
p o ile was applied wi h he ollowing p opo ions ( / ) o sol en A: 0 – 1.0 min a 40%, 1.0 – 194
6.0 min om 40% o 1%, 6.0 – 8.0 min a 1%, 8.0 – 8.1 min om 1% o 40%, ollowed by 3.9 195
min o e-equilib a ion. 196
HRMS analysis was pe o med on an Exac i eTM s and-alone bench op mass spec ome e 197
(The mo Fishe Scien i ic), equipped wi h a hea ed elec osp ay ioniza ion sou ce (HESI-II), 198
ope a ing in he nega i e ioniza ion mode. Ioniza ion sou ce wo king pa ame e s we e op imized 199
and we e se o a shea h, auxilia y and sweep gas o 40, 5 and 1 a bi a y uni s (au), espec i ely, 200
hea e and capilla y empe a u e o 120°C and 375°C and ube lens, skimme , capilla y and sp ay 201
ol age o 123 V, 22 V, 43.5 V and 4 kV (+/-), espec i ely. A scan ange o m/z 300-550 was 202
selec ed and he esolu ion was se a 100,000 FWHM a 1 Hz (1 scan pe second). The au oma ic 203
gain con ol (AGC) a ge was se a high dynamic ange (3 × E6 ions) and he maximum 204
injec ion ime was 100 ms. 205
Da a p ocessing. HRMS da a p ocessing was pe o med wi h Xcalibu ™ 3.0 (The mo Fishe 206
Scien i ic). The concen a ion o a selec ed bile acid was calcula ed using he ollowing o mula 207
(40): 208
Cunk=
CSA × ARunk
ARSA – ARunk
wi h Cunk being he unknown concen a ion o he bile acid in he o iginal ecal sample, CSA being 209
he spiked concen a ion o he bile acid in he ecal sample a e s anda d addi ion, ARunk being 210
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deg ee o dysbiosis in IBD (55–57). O no e, he phylum-le el popula ion shi s om 354
Bac e oide es o Fi micu es induced by DSS in ou s udy esemble hose obse ed in obese 355
indi iduals and in animals on a high- a die , and ha e been associa ed wi h low-g ade in es inal 356
and sys emic in lamma ion in obesi y (58, 59). In his con ex , ecal calp o ec in and plasma C-357
eac i e p o ein le els showed a posi i e co ela ion wi h bac e ia belonging o he Fi micu es, 358
whe eas a nega i e co ela ion was ound be ween C- eac i e p o ein le els and speci ic g oups 359
wi hin he Bac e oide es (58). I is he e o e likely ha bile acid he apy coun e ac s he 360
de elopmen o a “p o-in lamma o y” mic obio a du ing coli is. This is specula i e since i 361
emains unknown i he changes seen in he Fi micu es/Bac e oide es a io ollowing bile acid 362
ea men a e a cause, a he han a consequence, o he bile acid an i-in lamma o y e ec . 363
Howe e , bile acid he apy did no p e en he DSS-induced dec ease in unclassi ied membe s o 364
he phylum Bac e oide es bu inc eased he ela i e abundance o Bac e oidia, which was no 365
a ec ed by DSS. Thus, we can specula e ha bile acid he apy di ec ly in e e es wi h an 366
imbalanced mic obial en i onmen . 367
We demons a ed ha Clos idium clus e XIVa species we e signi ican ly unde ep esen ed upon 368
DSS challenge, con i ming p e ious obse a ions in bo h human and expe imen al IBD (2, 60–369
62). Howe e , o al adminis a ion o UDCA o i s au ine/glycine conjuga es was able o p o oke 370
an en ichmen o hese species compa ed wi h placebo- ea ed mice. I has been shown ha 371
selec ed membe s wi hin he clos idial clus e XIVa possess 7α-dehyd oxyla ion ac i i y (20), 372
which is in ol ed in a mul is ep biochemical pa hway con e ing UDCA o LCA (63, 64). In ou 373
expe imen , o ally adminis e ed TUDCA and GUDCA we e apidly deconjuga ed o UDCA, so 374
ei he bile acid ea men c ea ed a subs a e- ich en i onmen o hese species. This may explain 375
he bloom o Clos idium clus e XIVa ha was obse ed in coli ic mice ha we e ea ed wi h 376
bile acids. Clos idium spp. belonging o clus e XIVa a e impo an induce s o egula o y T 377
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cells in he colon (65). In addi ion, 80% o he bu y a e-p oducing s ains isola ed om human 378
ecal samples belong o he clos idial clus e XIVa (66). Bu y a e is a sho -chain a y acid wi h 379
dis inc i e an i-in lamma o y p ope ies ha has al eady p o en i s e icacy in C ohn’s disease 380
(67). Howe e , bu y a e-p oducing bac e ia a e deple ed in he ecal mic obio a o IBD pa ien s 381
(61, 62, 68). Thus, ou obse a ion ha UDCA o i s au ine/glycine conjuga es inc eased he 382
abundance o Clos idium clus e XIVa du ing colonic in lamma ion is o pa icula in e es and 383
may sugges an immunomodula o y ole o hese bile acids. 384
Ano he inding o his s udy was he o e ep esen a ion o Bac e oidaceae, P e o ellaceae and 385
Akke mansia in ecal samples o bile acid- ea ed mice ollowing DSS exposu e. These esul s 386
migh be ela ed o he s imula o y e ec o bile acids on mucin sec e ion as a de ense 387
mechanism o p o ec he gas oin es inal epi helium agains po en ial bile acid oxici y (69–71). 388
Bac e ial species belonging o he gene a Bac e oides, P e o ella and Akke mansia p oduce one 389
o mo e enzymes equi ed o mucin deg ada ion (72), which is enhanced du ing he acu e phase 390
o DSS-induced coli is (46). The e o e, i is easonable o assume ha hese bac e ia can g ow 391
be e in an en i onmen ha is, esul ing om exogenous bile acid adminis a ion, en iched wi h 392
mucins. A. muciniphila is a commensal bac e ium esiding in he mucus laye o he in es inal 393
ac and has been shown o be educed in IBD pa ien s (3, 4). Al hough con lic ing esul s we e 394
ob ained in s udies assessing he ole o Akke mansia in colonic in lamma ion, hese species a e 395
hough o play a key ole in he egula ion o gu ba ie unc ion and mucosal immune esponses 396
owa d he commensal mic obio a (73, 74). 397
The molecula s uc u e o a bile acid de e mines i s me abolism, physicochemical p ope ies and 398
biological e ec s (75). In he p esen s udy, we used h ee bile acids sha ing he same s e oidal 399
hyd oxyla ion pa e n bu di e ing in hei amino acid conjuga ion pa e n. Nei he bile acid 400
species es ed p o ed o be mo e o less e icacious han he o he in educing colonic 401
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in lamma ion. Likewise, adminis a ion o UDCA induced simila changes in he bac e ial 402
communi y compa ed wi h i s au ine/glycine conjuga ed species. These obse a ions can be 403
explained by he apid in i o bio ans o ma ion o o ally adminis e ed bile acids by he li e and 404
by he in es inal mic obio a. Wi h he excep ion o ecal GUDCA concen a ions, which we e 405
only inc eased ollowing GUDCA he apy, he e we e no di e ences in ecal concen a ions o 406
UDCA, TUDCA o LCA be ween mice ha we e adminis e ed UDCA o i s conjuga es. This is 407
in con as wi h da a om p e ious s udies in pa ien s wi h p ima y bilia y ci hosis (12) and a s 408
(43) showing ha , compa ed wi h UDCA, o ally adminis e ed TUDCA unde goes educed 7-409
dehyd oxyla ion o LCA. I is concei able ha in e species di e ences in in es inal mic obio a 410
accoun o hese disc epancies. Fo example, deconjuga ion o TUDCA o GUDCA is a 411
p e equisi e o u he 7-dehyd oxyla ion and is ca alyzed by bile sal hyd olases (43). Because 412
Lac obacilli, which exp ess bile sal hyd olases, a e mo e abundan in he mouse gu mic obio a 413
as compa ed o he human gu mic obio a (76), i is likely ha bio ans o ma ion o hese 414
conjuga ed bile acids occu s o a la ge ex en in mice. 415
In summa y, we epo ha UDCA and i s au ine/glycine conjuga ed species amelio a e colonic 416
in lamma ion in mice wi hou di e ing in he apeu ic e ec i eness, and educe DSS-induced 417
ecal dysbiosis a he phylum le el, i espec i e o he bile acid conjuga ion s a us. As we 418
demons a ed no ad an age o using ei he he au ine o glycine conjuga e o UDCA, we sugges 419
ha UDCA could be a sa e and eadily a ailable ea men op ion o IBD. This conclusion is 420
u he suppo ed by he cu en he apeu ic use o UDCA in choles a ic pa ien s (77) and by i s 421
p e en i e e ec s on IBD-associa ed colo ec al ca cinogenesis (78–80). 422
423
ACKNOWLEDGEMENTS 424
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The au ho s a e g a e ul o D . Falk Pha maceu icals, who kindly p o ided TUDCA o esea ch 425
pu poses. We would also like o hank Hilde De lies, G ie D iesschae and Pe a Van 426
Wassenho e o p o iding echnical assis ance. The e a e no con lic s o in e es o decla e. 427
428
FUNDING INFORMATION 429
This wo k was suppo ed by esea ch g an s om he Resea ch Founda ion Flande s (FWO; 430
11J9915N and 1298213N), a conce ed ac ion g an (GOA) om he Special Resea ch Fund 431
(BOF; GOA 2012/01G00812) o Ghen Uni e si y, and a g an om he Belgian ounda ion o 432
C ohn’s disease and ulce a i e coli is pa ien s (CCV zw, esea ch g an 2014). 433
434
REFERENCES 435
1. Nagao-Ki amo o H, Ki amo o S, Ku a P, Kamada N. 2016. Pa hogenic ole o he gu 436
mic obio a in gas oin es inal diseases. In es Res 14:127–138. 437
2. Andoh A, Imaeda H, Aoma su T, Ina omi O, Bamba S, Sasaki M, Sai o Y, Tsujikawa 438
T, Fujiyama Y. 2011. Compa ison o he ecal mic obio a p o iles be ween ulce a i e 439
coli is and C ohn’s disease using e minal es ic ion agmen leng h polymo phism 440
analysis. J Gas oen e ol 46:479–486. 441
3. Png CW, Lindén SK, Gilshenan KS, Zoe endal EG, McSweeney CS, Sly LI, McGuckin 442
MA, Flo in THJ. 2010. Mucoly ic bac e ia wi h inc eased p e alence in IBD mucosa
443
augmen in i o u iliza ion o mucin by o he bac e ia. Am J Gas oen e ol 105:2420–2428. 444
on Feb ua y 20, 2017 by Helmhol z-Zen um ue In ek ions o schung - BIBLIOTHEK-h p://aem.asm.o g/Downloaded om
20
4. Vigsnæs LK, B ynsko J, S eenhold C, Wilcks A, Lich TR. 2012. G am-nega i e 445
bac e ia accoun o main di e ences be ween aecal mic obio a om pa ien s wi h 446
ulce a i e coli is and heal hy con ols. Bene Mic obes 3:287–297. 447
5. Wahls öm A, Sayin SI, Ma schall H-U, Bäckhed F. 2016. In es inal C oss alk be ween 448
Bile Acids and Mic obio a and I s Impac on Hos Me abolism. Cell Me ab 24:41–50. 449
6. Kakiyama G, Pandak WM, Gille e PM, Hylemon PB, Heuman DM, Dai a K, Takei 450
H, Mu o A, Ni ono H, Ridlon JM, Whi e MB, Noble NA, Mon ei h P, Fuchs M, 451
Thacke LR, Sika oodi M, Bajaj JS. 2013. Modula ion o he ecal bile acid p o ile by gu 452
mic obio a in ci hosis. J Hepa ol 58:949–955. 453
7. Duboc H, Rajca S, Rain eau D, Bena ous D, Maube M-A, Que ain E, Thomas G, 454
Ba bu V, Humbe L, Desp as G, B idonneau C, Dume z F, G ill J-P, Masliah J, 455
Beauge ie L, Cosnes J, Chazouillè es O, Poupon R, Wol C, Malle J-M, Langella P, 456
T ugnan G, Sokol H, Seksik P. 2013. Connec ing dysbiosis, bile-acid dysme abolism and 457
gu in lamma ion in in lamma o y bowel diseases. Gu 62:531–539. 458
8. Calmus Y, Weill B, Ozie Y, Ché eau C, Houssin D, Poupon R. 1992. 459
Immunosupp essi e p ope ies o chenodeoxycholic and u sodeoxycholic acids in he 460
mouse. Gas oen e ology 103:617–621. 461
9. G e e JW, Gouma DJ, Buu man WA. 1989. Bile acids inhibi endo oxin-induced elease 462
o umo nec osis ac o by monocy es: an in i o s udy. Hepa ol Bal im Md 10:454–458. 463
10. Yoneno K, Hisama su T, Shimamu a K, Kamada N, Ichikawa R, Ki azume MT, Mo i 464
M, Uo M, Namikawa Y, Ma suoka K, Sa o T, Koganei K, Sugi a A, Kanai T, Hibi T. 465
on Feb ua y 20, 2017 by Helmhol z-Zen um ue In ek ions o schung - BIBLIOTHEK-h p://aem.asm.o g/Downloaded om
21
2013. TGR5 signalling inhibi s he p oduc ion o p o-in lamma o y cy okines by in i o 466
di e en ia ed in lamma o y and in es inal mac ophages in C ohn’s disease. Immunology 467
139:19–29. 468
11. Ma ínez-Moya P, Rome o-Cal o I, Requena P, He nández-Chi laque C, A anda CJ, 469
González R, Za zuelo A, Suá ez MD, Ma ínez-Augus in O, Ma ín JJG, de Medina 470
FS. 2013. Dose-dependen an iin lamma o y e ec o u sodeoxycholic acid in expe imen al 471
coli is. In Immunopha macol 15:372–380. 472
12. In e nizzi P, Se chell KD, C osignani A, Ba ezza i PM, La ghi A, O’Connell NC, 473
Podda M. 1999. Di e ences in he me abolism and disposi ion o u sodeoxycholic acid and 474
o i s au ine-conjuga ed species in pa ien s wi h p ima y bilia y ci hosis. Hepa ol Bal im 475
Md 29:320–327. 476
13. Rudolph G, Kloe e s-Plachky P, Saue P, S iehl A. 2002. In es inal abso p ion and bilia y 477
sec e ion o u sodeoxycholic acid and i s au ine conjuga e. Eu J Clin In es 32:575–580. 478
14. S enman LK, Holma R, Fo sgå d R, Gylling H, Ko pela R. 2013. Highe ecal bile acid 479
hyd ophobici y is associa ed wi h exace ba ion o dex an sodium sul a e coli is in mice. J 480
Nu 143:1691–1697. 481
15. Cao SS, Zimme mann EM, Chuang B-M, Song B, Nwokoye A, Wilkinson JE, Ea on 482
KA, Kau man RJ. 2013. The un olded p o ein esponse and chemical chape ones educe 483
p o ein mis olding and coli is in mice. Gas oen e ology 144:989–1000.e6. 484
16. Laukens D, De issche L, Van den Bossche L, Hind yckx P, Vandenb oucke RE, 485
Vandewynckel Y-P, Cu elie C, B inkman BM, Libe C, Vandenabeele P, De Vos M. 486
on Feb ua y 20, 2017 by Helmhol z-Zen um ue In ek ions o schung - BIBLIOTHEK-h p://aem.asm.o g/Downloaded om
22
2014. Tau ou sodeoxycholic acid inhibi s expe imen al coli is by p e en ing ea ly in es inal 487
epi helial cell dea h. Lab In es ig J Tech Me hods Pa hol 94:1419–1430. 488
17. Ku di P, Kawanishi K, Mizu ani K, Yoko a A. 2006. Mechanism o G ow h Inhibi ion by 489
F ee Bile Acids in Lac obacilli and Bi idobac e ia. J Bac e iol 188:1979–1986. 490
18. Ta an o MP, Pe ez-Ma inez G, Fon de Valdez G. 2006. E ec o bile acid on he cell 491
memb ane unc ionali y o lac ic acid bac e ia o o al adminis a ion. Res Mic obiol 492
157:720–725. 493
19. Sonomo o K, Yoko a A. 2011. Lac ic Acid Bac e ia and Bi idobac e ia: Cu en P og ess 494
in Ad anced Resea ch. Ho izon Scien i ic P ess. 495
20. Ridlon JM, Al es JM, Hylemon PB, Bajaj JS. 2013. Ci hosis, bile acids and gu 496
mic obio a. Gu Mic obes 4:382–387. 497
21. Islam KBMS, Fukiya S, Hagio M, Fujii N, Ishizuka S, Ooka T, Ogu a Y, Hayashi T, 498
Yoko a A. 2011. Bile acid is a hos ac o ha egula es he composi ion o he cecal 499
mic obio a in a s. Gas oen e ology 141:1773–1781. 500
22. Dü e P, And eesen JR. 1983. Pu ine and glycine me abolism by pu inoly ic clos idia. J 501
Bac e iol 154:192–199. 502
23. Lebe z H, And eesen JR. 1988. Glycine e men a ion by Clos idium his oly icum. A ch 503
Mic obiol 150:11–14. 504
24. Laue H, Denge K, Cook AM. 1997. Tau ine educ ion in anae obic espi a ion o 505
Bilophila wadswo hia RZATAU. Appl En i on Mic obiol 63:2016–2021. 506
on Feb ua y 20, 2017 by Helmhol z-Zen um ue In ek ions o schung - BIBLIOTHEK-h p://aem.asm.o g/Downloaded om
23
25. Laue H, Smi s THM, Schumache UK, Cla os MC, Ha emink R, Cook AM. 2006. 507
Iden i ica ion o Bilophila wadswo hia by speci ic PCR which a ge s he au ine:py u a e 508
amino ans e ase gene. FEMS Mic obiol Le 261:74–79. 509
26. De ko a S, Wang Y, Musch MW, Leone V, Fehlne -Peach H, Nadimpalli A, 510
An onopoulos DA, Jab i B, Chang EB. 2012. Die a y- a -induced au ocholic acid 511
p omo es pa hobion expansion and coli is in Il10-/- mice. Na u e 487:104–108. 512
27. Wloda ska M, Kos ic AD, Xa ie RJ. 2015. An in eg a i e iew o mic obiome-hos 513
in e ac ions in in lamma o y bowel diseases. Cell Hos Mic obe 17:577–591. 514
28. B inkman BM, Becke A, Ayiseh RB, Hildeb and F, Raes J, Huys G, Vandenabeele P. 515
2013. Gu mic obio a a ec s sensi i i y o acu e DSS-induced coli is independen ly o hos 516
geno ype. In lamm Bowel Dis 19:2560–2567. 517
29. Cama inha-Sil a A, Jáu egui R, Cha es-Mo eno D, Oxley APA, Schaumbu g F, 518
Becke K, Wos-Oxley ML, Piepe DH. 2014. Compa ing he an e io na e bac e ial 519
communi y o wo disc e e human popula ions using Illumina amplicon sequencing. 520
En i on Mic obiol 16:2939–2952. 521
30. LANE DJ. 1991. 16S/23S RNA sequencing. Nucleic Acid Tech Bac Sys 125–175. 522
31. E chebehe e C, Tiedje J. 2005. P esence o Two Di e en Ac i e ni S Ni i e Reduc ase 523
Genes in a Deni i ying Thaue a sp. om a High-Ni a e-Remo al-Ra e Reac o . Appl 524
En i on Mic obiol 71:5642–5645. 525
on Feb ua y 20, 2017 by Helmhol z-Zen um ue In ek ions o schung - BIBLIOTHEK-h p://aem.asm.o g/Downloaded om
24
32. Cha es-Mo eno D, Plumeie I, Kahl S, K isme B, Peschel A, Oxley APA, Jau egui R, 526
Piepe DH. 2015. The mic obial communi y s uc u e o he co on a nose. En i on 527
Mic obiol Rep 7:929–935. 528
33. Ve s aelen H, Vilchez-Va gas R, Desimpel F, Jau egui R, Vankei sbilck N, Weye s S, 529
Ve hels R, De Su e P, Piepe DH, Van De Wiele T. 2016. Cha ac e isa ion o he 530
human u e ine mic obiome in non-p egnan women h ough deep sequencing o he V1-2 531
egion o he 16S RNA gene. Pee J 4:e1602. 532
34. McMu die PJ, Holmes S. 2013. phyloseq: An R Package o Rep oducible In e ac i e 533
Analysis and G aphics o Mic obiome Census Da a. PLOS ONE 8:e61217. 534
35. R Co e Team. 2012. R: A language and en i onmen o s a is ical compu ing. R 535
Founda ion o S a is ical Compu ing, Vienna, Aus ia. 536
36. Oksanen J, Blanche FG, F iendly M, Kind R, Legend e P, McGlinn D, Minchin PR, 537
O’Ha a RB, Simpson GL, Solymos P, S e ens MHH, Szoecs E, Wagne H. 2016. egan: 538
Communi y Ecology Package. 539
37. Wang Q, Ga i y GM, Tiedje JM, Cole JR. 2007. Naï e Bayesian Classi ie o Rapid 540
Assignmen o RNA Sequences in o he New Bac e ial Taxonomy. Appl En i on 541
Mic obiol 73:5261–5267. 542
38. Schneebe ge M, E e a d A, Gómez-Valadés AG, Ma amo os S, Ramí ez S, Delzenne 543
NM, Gomis R, Cla e M, Cani PD. 2015. Akke mansia muciniphila in e sely co ela es 544
wi h he onse o in lamma ion, al e ed adipose issue me abolism and me abolic diso de s 545
du ing obesi y in mice. Sci Rep 5. 546
on Feb ua y 20, 2017 by Helmhol z-Zen um ue In ek ions o schung - BIBLIOTHEK-h p://aem.asm.o g/Downloaded om
25
39. O eås L, Lj F, Daae FL, Vl T. 1997. Dis ibu ion o bac e ioplank on in Me omic ic lake 547
Sælen anne , as de e mined by dena u ing g adien gel elec opho esis o PCR-ampli ied 548
gene agmen s coding o 16S RNA. Appl En i on Mic obiol 63:3367–73. 549
40. Cai X, Liu Y, Zhou X, Na anee han U, Shen B, Guo B. 2012. An LC-ESI-MS me hod o 550
he quan i a i e analysis o bile acids composi ion in ecal ma e ials. Biomed Ch oma og 551
BMC 26:101–108. 552
41. Alex P, Zachos NC, Nguyen T, Gonzales L, Chen T-E, Conklin LS, Cen ola M, Li X. 553
2009. Dis inc cy okine pa e ns iden i ied om mul iplex p o iles o mu ine DSS and 554
TNBS-induced coli is. In lamm Bowel Dis 15:341–352. 555
42. Pe e MR, Je kic M, So o V, Douda DN, A delean DS, Ghamami N, Laksche i z F, 556
Khan MA, Robe son SJ, Glogaue M, Philpo DJ, Palaniya N, Le a e M. 2014. 557
Impai ed Resolu ion o In lamma ion in he Endoglin He e ozygous Mouse Model o
558
Ch onic Coli is. Media o s In lamm 2014. 559
43. Rod igues CM, K en BT, S ee CJ, Se chell KD. 1995. Tau ou sodeoxychola e inc eases 560
a li e u sodeoxychola e le els and limi s li hochola e o ma ion be e han 561
u sodeoxychola e. Gas oen e ology 109:564–572. 562
44. Alnou i Y, Csanaky IL, Klaassen CD. 2008. Quan i a i e-P o iling o Bile Acids and hei 563
Conjuga es in Mouse Li e , Bile, Plasma, and U ine Using LC-MS/MS. J Ch oma og B 564
Analy Technol Biomed Li e Sci 873:209–217. 565
on Feb ua y 20, 2017 by Helmhol z-Zen um ue In ek ions o schung - BIBLIOTHEK-h p://aem.asm.o g/Downloaded om
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eu hanasia on day 10. (D,E) Cy okine le els o CXCL1, G-CSF and IL-6 in colonic issue (D) 689
and se um (E) collec ed on day 10. Da a a e ep esen ed as he mean ± SEM (n = 8 in each 690
g oup). *P<0.05, **P<0.01. C = Con ol; P = Placebo; T = TUDCA; U = UDCA; G = GUDCA. 691
Figu e 2. O al adminis a ion o UDCA, TUDCA and GUDCA du ing DSS-induced coli is 692
p e en s coli is-associa ed dysbiosis a he phylum le el. Fecal samples we e collec ed on day 693
9 o coli is and mic obio a p o iles we e cha ac e ized by 16S RNA Illumina MiSeq sequencing. 694
(A-C) Es ima ion o (A) species ichness (i.e., o al numbe o ope a ional axonomic uni s), (B) 695
species di e si y (i.e., Shannon index) and (C) bac e ial load in he ecal mic obio a. Bac e ial 696
load was calcula ed as 2del aC / [ o al DNA concen a ion]. (D) Ra io o he pe cen age o 16S 697
RNA gene sequences belonging o Fi micu es and Bac e oide es. (E) Composi ion o he ecal 698
mic obial communi y a he phylum le el. Da a a e ep esen ed as he mean ± SEM (n ≥ 6 in each 699
g oup). *P<0.05, **P<0.01. C = Con ol; P = Placebo; T = TUDCA; U = UDCA; G = GUDCA. 700
Figu e 3. O al adminis a ion o UDCA, TUDCA and GUDCA du ing DSS-induced coli is 701
al e s he ecal mic obio a a lowe axonomic le els. Fecal samples we e collec ed on day 9 o 702
coli is and mic obio a p o iles we e cha ac e ized by 16S RNA Illumina MiSeq sequencing. (A) 703
Composi ion o he ecal mic obial communi y a he class le el. (B-F) Pe cen age o 16S RNA 704
gene sequences belonging o (B) Bac e oidaceae, (C) Po phy omonadaceae, (D) P e o ellaceae, 705
(E) Clos idium clus e XIVa and (F) Akke mansia. (G) qRT-PCR esul s o A. muciniphila. 706
Copy numbe s we e no malized o he 16S RNA gene copy numbe in each sample. Da a a e 707
ep esen ed as he mean ± SEM (n ≥ 6 in each g oup). *P<0.05, **P<0.01. C = Con ol; P = 708
Placebo; T = TUDCA; U = UDCA; G = GUDCA. 709
Figu e 4. O ally adminis e ed UDCA, TUDCA and GUDCA unde go ex ensi e 710
bio ans o ma ion. Fecal samples we e collec ed a day 4 o coli is and bile acids we e 711
quan i ied using UHPLC-HRMS. (A) UDCA, (B) TUDCA, (C) LCA and (D) GUDCA. Da a a e 712
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ep esen ed as he mean ± SEM (n ≥ 7 in each g oup). *P<0.05, **P<0.01. C = Con ol; P = 713
Placebo; T = TUDCA; U = UDCA; G = GUDCA. 714
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*
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Figu e 1
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*
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*
p=0.08
DSSNo
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12345678910
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-15
-10
-5
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*
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Figu e 2
A. B. C.
D. E.
CPTUG
80
85
90
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100
DSS
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Candida us Saccha ibac e ia
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Unclassi ied Bac e ia
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E.
Bac e oidaceae
Rela i e abundance(%)
CPTUG
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**
Po phy omonadaceae
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8***
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P e o ellaceae
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**
Akke mansia
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0.20
0.25
DSSNo
DSS
*
p=0.06
A. muciniphila
No malized copy numbe
CPTUG
0
500
1000
1500
2000
2500
3000
DSSNo
DSS
**
p=0.086
*
Clos idium clus e XIVa
Rela i e abundance(%)
CPTUG
0.0
0.1
0.2
0.3
0.4
0.5
DSSNo
DSS
**
*
F. G.
CPTUG
70
75
80
85
90
95
100
DSS
No
DSS
Bac e oidia
Unclassi ied Bac e oide es
Saccha ibac e ia_gene a_ince ae_sedis
De e ibac e es
Bacilli
Clos idia
E ysipelo ichia
Unclassi ied Fi micu es
Be ap o eobac e ia
Del ap o eobac e ia
Gammap o eobac e ia
Unclassi ied P o eobac e ia
Ve ucomic obiae
Unclassi ied Bac e ia
on Feb ua y 20, 2017 by Helmhol z-Zen um ue In ek ions o schung - BIBLIOTHEK-h p://aem.asm.o g/Downloaded om
D.
Figu e 4
A. B.
C.
UDCA
ng /mg eces
CPTUG
0
500
1000
1500
2000
2500
3000
**
**
DSS
No
DSS
TUDCA
ng /mg eces
CPTUG
0
50
100
150
200
*
**
DSS
No
DSS
LCA
ng /mg eces
CPTUG
0
200
400
600
800
1000
1200
DSS
No
DSS
**
**
GUDCA
ng /mg eces
CPTUG
0
50
100
150
200
250
**
DSS
No
DSS
on Feb ua y 20, 2017 by Helmhol z-Zen um ue In ek ions o schung - BIBLIOTHEK-h p://aem.asm.o g/Downloaded om