Abstract
Chlorogenic acid (ChA)—one of the most abundant polyphenol compounds in the human diet—exerts anti-inflammatory activities. The aim of this study was to investigate the effect of ChA on gut microbiota in ulcerative colitis (UC). Colitis was induced by 2.5% dextran sulfate sodium (DSS) in C57BL/6 mice, which were on a control diet or diet with ChA (1 mM). The histopathological changes and inflammation were evaluated. Fecal samples were analyzed by 16S rRNA gene sequencing. ChA attenuated several effects of DSS-induced colitis, including weight loss, increased disease activity index, and improved mucosal damage. Moreover, ChA could significantly suppress the secretion of IFNγ, TNFα, and IL-6 and the colonic infiltration of F4/80+ macrophages, CD3+ T cells, and CD177+ neutrophils via inhibition of the active NF-κB signaling pathway. In addition, ChA decreased the proportion of Firmicutes and Bacteroidetes. ChA also enhanced a reduction in fecal microbiota diversity in DSS treated mice. Interestingly, ChA treatment markedly increased the proportion of the mucin-degrading bacterium Akkermansia in colitis mice. ChA acted as the intestine-modifying gut microbial community structure, resulting in a lower intestinal and systemic inflammation and also improving the course of the DSS-induced colitis, which is associated with a proportional increase in Akkermansia.
Keywords: chlorogenic acid, colitis, inflammation, gut microbiota, Akkermansia
1. Introduction
Ulcerative colitis (UC) is one of the most common chronic inflammatory bowel diseases (IBD) of unknown etiology [1]. It is characterized by persistent progression or relapsing inflammation that mainly involve the colonic mucosa and submucosa. IBD is also associated with dysbiosis of the gut microbiota, such as a loss in bacterial diversity and shifts in the microbiota [2,3]. UC patients showed reductions in the amount of bacterial groups from the Clostridium cluster XIVa, and significantly higher levels of Bacteroidetes as compared with a healthy control [4]. The chemically-induced dextran sulfate sodium (DSS) colitis model has been shown to mimic human UC pathology with abnormal cytokine production and an intensive infiltration of neutrophils and macrophages into the colon epithelium [5,6]. The amount of Lactobacillus significantly decreases, while the amount of Desulfovibrio significantly increases in the DSS-treated mice [7]. A major reduction in Bacteroidetes/Prevotella and a corresponding increase in Bacillaceae were observed in the DSS-treated mice [8].
Chlorogenic acid (ChA)—a natural polyphenol product found in various plants—has anti-inflammatory and antiviral activities [9,10,11]. Coffee is a major source of chlorogenic acid that can be found in the diet with a daily intake of about 0.5 to 1 g in habitual coffee drinkers [12,13]. Epidemiological studies of IBD indicate that coffee consumption is a protective factor for UC in Asian-Pacific countries [14]. The anti-inflammatory effect of ChA on DSS-induced colitis symptoms, such as body weight loss, diarrhea, fecal blood, and shortening of colon were observed in C57BL/6 mice [15]. Since ChA was co-administered with DSS, ChA might diminish the impact of DSS on UC development in mice. However, the effects of ChA on cytokine production and cell infiltration are still unknown. In addition, microbial and immunological changes appear before the development of severe inflammation in the colons of mice treated with DSS [16]. In an in vitro mixed culture model of human intestinal microbiota, the fermentation of the ChA-stimulated proliferation of Bifidobacteria increased the production of short chain fatty acid (SCFA) when compared with controls [17]. Thus, it will be helpful to explore the effect of ChA on fecal microbiota in DSS-induced colitis to elucidate its anti-inflammatory activity.
The objective of the present study was to demonstrate the anti-inflammatory effect of ChA on DSS-induced acute colitis induced by DSS in C57BL/6 mice by macroscopic and histological methods. The levels of cytokine in serum, as well as colonic infiltration of immune cells, were evaluated. Moreover, the effect of ChA on gut microbiota of mice that were treated with DSS was also studied.
2. Materials and Methods
2.1. Animal Treatment
Female C57BL/6 mice (18–20, Shanghai SLAC Laboratory Animal Co., Ltd., Shanghai, China). The mice were maintained on a 12/12 h light/dark cycle at ambient temperature (22 °C) and 55% humidity. Five mice were placed in a plastic Macrolon cage with stainless steel covers and wood shaving, and had free access to standard mouse chow and tap water. The mice were allowed to acclimate for one week before the study began. The care and use of the animals were followed the animal welfare guidelines, and all the experimental protocols were approved by the Animal Care and Welfare Committee of Nanjing Medical University (FWA00001501).
2.2. Induction of Experimental Colitis and Chlorogenic Acid Treatment
As shown in Figure S1, animals were randomly divided into three groups (n = 10 for each group). Colitis was induced with dextran sulphate sodium (DSS, molecular weight of 36–50 kDa; MP Biomedicals Solon, OH, USA). Female mice were selected as they were less susceptible to DSS-induced disease and mortality than males [18]. The DSS group was given autoclaved water for the first seven days, and then 2.5% DSS for the last eight days. The DSS+ ChA group was given water containing 1 mM chlorogenic acid (ChA, purity ≥98.0%, Sigma, St. Louis, MO, USA) for 15 days—and the water also contained 2.5% DSS starting the eighth day. The control group was given autoclaved water for 15 days. The body weight was measured daily. The blood samples were collected by exsanguination via cardiac puncture on Day 15. They were allowed to clot at room temperature for two hours before centrifugation (3000× g, 4 °C, 10 min), and the serum was collected and stored at −80 °C for later use. At necropsy, the colon length was measured from the ileocecal junction to the anus. DSS-induced colitis was scored as the disease activity index (DAI) as described in our previous study [19]. Briefly, the DAI was the sum of weight loss (0, none; 1, 0–5%; 2, 5–10%; 3, 10–20%; and 4, >20%), stool consistency change (0, none; 2, loose stool; and 4, diarrhea), and bleeding (0, none; 1, trace; 2, mild hemoccult; 3, obvious hemoccult; and 4, gross bleeding), divided by three. The animals were scored for the DAI at the same time each day, blinded to the treatment.
2.3. Histology Assessment and Mucous Layer Analyses
Colon sections from distal (1–2 cm from the anal verge) segment were fixed in at 10% of the neutral buffered formalin, paraffin embedded, and stained with hematoxylin and eosin for examination by Pannoramic digital slide scanners (Pannoramic SCAN, 3DHISTECH Kft, Budapest, Hungary). The colon sections were stained with alcian blue, quantitative analyses for mucous production around epithelial limen were performed using ImageJ software according to a previous study [20].
2.4. Immunohistochemistry and Immunoblotting Assay
The immunohistochemistry assay was performed according to our previous study [21]. The expressions of CD 3, CD177, or F4/80 were determined the immunochemistry assay. Immune complexes were detected by enhanced chemiluminescence (ECL) using specific antibodies including p-P65, P65, and glyceraldehyde-3-phosphate dehydrogenase (GAPDH). Antibodies that were specific for CD3, CD177, F4/80, and GAPDH were obtained from Santa Cruz Biotechnology (Santa Cruz, CA, USA). Antibodies that were specific for p-P65, P65, and an ECL immunoblotting assay kit were purchased from Cell Signaling Technology (Danvers, MA, USA). For the densitometric analysis, the protein bands on the blots were measured using Image J software.
2.5. Multiplex Serum Cytokine Profiling
The serum levels of IFN-γ, TNF-α, IL-1β, IL-4, IL-6, and IL-12 were changed in the DSS treated mice in our previous study [19]. Thus, they were measured using MILLIPLEX™ micro-beads arrays (Millipore, Billerica, MA, USA) run on Luminex MAPIG instrument following the manufacturer’s recommended protocols. For evaluation of the results, Milliplex™ Analyst v5.1 (Vigenetech) was used. The median fluorescent intensity data were saved and analyzed using a five-parameter logistic or spline curve-fitting method for calculating cytokine concentrations in the samples. The coefficient of quality control variation of IFN-γ, TNF-α, IL-1β, IL-4, IL-6, and IL-12 were less than 2.17, 2.36, 4.71, 2.24, 4.18, and 5.92%, respectively.
2.6. Fecal Bacteria and Bioinformatics Analysis Using16S rRNA Gene High-Throughput Sequencing
To obtain enough parallel fecal samples in each group for a 16S rRNA gene high-throughput sequencing, 10 mice from each group were randomly divided into five cages on Day 14, the stools in each cage were collected on Day 15 before sacrifice. Bacterial DNA was extracted using TIANamp stool DNA kit (TIANGEN Biotech CO., Ltd., Beijing, China). Bacterial 16S rRNA at the V3 hypervariable region was amplified using a set of primers (338F: 5′-GTGCCAGCMGCCGCGGTAA-3′ and 806R: 5′-GGACTACHVGGGTWTCTAAT-3′). All polymerase chain reaction (PCR) recations contained 10 ng DNA template, TransStart FastPfu Polymerase (Transgen Biotech, Beijing, China) and forward primer and reverse primer at a final concentration of 200 nM. All reactions were carried out on a GeneAmp® system 9700 (Applied Biosystems., Life Technologies, Warrington, UK) under the following cycling conditions: 95 °C for three min, followed by 27 cycles of 95 °C for 30 s, 55 °C for 30 s, 72 °C for 45 s, and a final extension step at 72 °C for 10 min.
Sequencing was performed by an Illumina MiSeq (PE300). Low quality sequences (<Q20), sequences that were shorter than 50 bp, and homopolymers that were longer than 10 bp and containing ambiguous base calls or incorrect primer sequences were removed. Paired-end sequences were merged to give an optimal alignment (overlap length ≥10 bp, mismatch proportion ≤20%). Sequences were clustered into operational taxonomic units (OTUs) using Mothur. The OTUs that reached 97% nucleotide similarity level were used for alpha diversity (Shannon and Simpson index), richness (ACE and Chao1), and rarefaction curve analyses using Mothur. There were 29,441 reads in each sample. The heatmap was generated on the basis of the relative abundance of OTUs using the R Project for Statistical Computing (version 2.15). Bray–Curtis dissimilarities were calculated from OTUs, following by the principal coordinate analysis (PCoA). Taxonomy was assigned using Ribosomal Database Project (RDP) database (http://rdp.cme.msu.edu/) with a 70% bootstrap score [22].
2.7. Akkermansia Quantification
To confirm the effects of ChA on Akkermansia, we used a group of mice that was treated with ChA for only seven days. Akkermansia was quantified with qPCR in accordance to previous study [23]. qPCR was done using 16S rRNA primers for Akkermansia: Forward CAGCACGTGAAGGTGGGGAC, reverse CCTTGCGGTTGGCTTCAGAT. Total 16S rRNA was also quantified and used to normalize Akkermansia using bacterial universal primers: Forward ACTCCTACGGGAGGCAGCAG and reverse ATTACCGCGGCTGCTGG. PCR products were analyzed by electrophoresis in a 2% agarose gel.
2.8. Statistical Analysis
The difference in body weight and DAI was analyzed using one-way analysis of variance (ANOVA) using SPSS 13.0 software (Chicago, IL, USA). A Mann–Whitney U test was used to assess the differences in cytokines and taxonomy of fecal microbiota. A p-value of less than 0.05 was considered significant.
3. Results
3.1. Dietary ChA Improves the Disease Activity Index (DAI) of DSS-Colitis Mice
Four days after colitis was induced by DSS treatment, all the mice showed apparent diarrhea and rectal bleeding. Significant loss of body weight was observed after the fifth day of DSS treatment, but ChA treatment could mend this loss in body weight (Figure 1A). The DAI in the DSS group steadily increased until the cessation of DSS treatment and the ChA supplementation attenuated diarrhea and rectal bleeding (Figure 1B). As an objective measure of the severity of inflammation, the colon length was measured. ChA treatment significantly improved the colon length versus the DSS group (Figure 1C). It suggested that ChA could significantly promote the recovery from the colitis.
3.2. The Effect of ChA on Histopathological Changes and the Infiltration of Inflammatory Cells in the Colon of the DSS-Colitis Mice
The histological evaluation of colonic tissue from healthy mice revealed a normal structure without histological changes. By contrast, mice that were treated with DSS exhibited serious injuries, with the loss of histological structure, and a strong epithelial disintegration, disruption of the epithelial barrier, a pronounced decrease in a number of crypts, and marked infiltration of granulocytes and mononuclear cells into the mucosa and submucosa (Figure 2A). ChA reduced the extent and the severity of the macroscopic and histological signs of colon injuries (Figure 2A). The depletion of mucin production was observed in DSS-induced colitis, and ChA supplementation could attenuate this effect (Figure 2B).
3.3. ChA Reduced Serum Cytokines in DSS-Colitis Mice
To determine the anti-inflammatory effect of ChA on DSS-induced colitis, the levels of six cytokines were measured in parallel following the induction of colitis (Figure 3). A substantial increase of IFNγ (Figure 3A), TNFα (Figure 3B), IL-1β (Figure 3C), and IL-6 (Figure 3E) was observed in DSS-treated mice. ChA treatment significantly reduced the serum level of IFNγ, TNFα, and IL-6. In addition, ChA significantly increased the level of IL-12 in DSS-induced colitis (Figure 3F).
3.4. ChA Attenuated DSS-Induced Colonic Infiltration of Inflammatory Cells
The expression of F4/80+, CD3+, and CD177+ in distal colonic lamina propria was detected by immunohistochemistry as markers of macrophages, T cells, and neutrophils and infiltration, respectively. Compared to the control mice, DSS triggered an increased infiltration of F4/80+ macrophages (Figure 4A), CD3+ T cells (Figure 4B) and CD177+ neutrophils (Figure 4C) into the colonic lesion area. Treatment with ChA ameliorated the infiltration of T cells, neutrophils and macrophages compared with the group that was treated with DSS alone. Compared with the control group, the expression of p-P65 significantly increased in response to DSS. Meanwhile, ChA could significantly reverse this increase (Figure 4D). These results suggest that NF-κB signaling was activated by DSS, and ChA treatment could inhibit this effect.
3.5. The Effects of ChA on Bacterial Diversity in DSS-Colitis Mice
The Bray–Curtis dissimilarities were calculated and displayed them by PCoA (Figure 5A)—there was a complete separation of samples by the three treatments. Taxonomic bins at the phylum level showed that the DSS-treated mice treated with DSS showed a trend to harbor higher proportions of Firmicutes, and lower proportion of Bacteroidetes (Figure 5B). ChA significantly decreased the proportions of Firmicutes and Bacteroidetes and increased the proportions of Verrucomicrobia in DSS-treated mice (Figure 5B,C).
Both Shannon and Simpson indices were calculated to describe within sample diversity. A significant reduction in fecal microbiota diversity was observed in DSS treated mice compared to mice that were fed a standard diet, and ChA treatment significantly enhanced this effect (Figure 6A). In addition, DSS treatment significantly decreased fecal microbiota richness. However, there were no significant differences in the richness indices of DSS and DSS+ ChA group (Figure S2). ChA treatment could increase the abundance of bacterial populations of Verrucomicrobia (Figure 6B).
3.6. The Effects of ChA on Akkermansia
ChA treatment significantly increased the relative abundance of Akkermansia, which belonged to Verrucomicrobia in DSS-treated mice (Figure 7A). To confirm this effect, the relative abundance of Akkermansia was detected in normal mice that were treated with ChA. Expectedly, ChA could significantly increase the proportion of Akkermansia (Figure 7B,C)
4. Discussion
Murine colitis that was induced by DSS in drinking water was one of the well-established experimental models for studying IBD. It has been used to investigate the regulatory mechanisms that reduce inflammation and restore intestinal homeostasis. Preclinical studies that were carried out in the recent past have shown that certain dietary agents, spices, oils, and dietary phytochemicals that are consumed regularly possess beneficial effects in preventing/ameliorating UC [24,25]. The aim of this study was to characterize the effects of ChA on DSS-induced experimental colitis, mainly focusing on the composition of the fecal microbiota and colonic inflammation in mice with DSS-induced colitis.
In this study, 1 mM ChA was ministered to DSS-colitis mice. Considering the stress that could be induced by oral administration, we supplied 10 μL/g (average, 200 μL/mouse) of ChA once a day, yielding ChA doses of 3.54 mg/kg body weight. Habitual coffee consumers generally ingest 500–1000 mg ChA/day (7–14 mg/kg body weight) [12,13]. Previous study had shown that that coffee consumption is a protective factor for UC in Asia-Pacific [14]. We demonstrated a protection against colitis that was induced by DSS in mice with ChA treatment, exhibiting improved weight loss and DAI scores. In addition, the macroscopic and histological evaluation showed that ChA could attenuate the mucosal damage, such as sloughing of epithelial cells and downregulation of mucin. The intestinal mucosa is a physical and metabolic barrier against toxins and pathogens in the lumen. Once the mucosal barrier is breached, the submucosa is exposed to a vast pool of luminal antigens, including food and bacteria, and the innate immune responses are engaged to produce large amounts of cytokines [5,26].
In IBD and experimental colitis, monocytes in blood are recruited to the mucosa and differentiate activated macrophages that produce proinflammatory cytokines, such as TNFα, IL-1, and IL-6 [27,28,29]. To evaluate whether the protection against colitis was associated with the down-regulated production of proinflammatory cytokines, the serum levels IFN-γ, TNF-α, IL-1β, IL-6, and IL-12 were detected. The increased serum levels of IL-6 and IL-17 and the colonic expression of TNF-α and IL-17A were observed in DSS-induced acute colitis [7,30]. ChA inhibited TNF-α and H2O2-induced IL-8 production in Caco-2 cells. In addition, ChA could suppress the mRNA expression of colonic macrophage inflammatory protein 2 and the DSS-induced IL-1β [15]. In the present study, ChA could significantly decrease IFNγ, TNFα, and IL-6 in the serum of DSS-treated mice. The infiltration of activated neutrophil, macrophages, and T cells is one of the most prominent histological features observed in DSS-induced colitis [5,31]. ChA exhibited anti-inflammatory properties through the reduction of neutrophil infiltration and the inhibition of NF-κB-dependent pathways in mice that were treated with trinitrobenzenesulfonic acid (TNBS), which closely mimics clinical and morphological features of human CD [32,33]. In the present study, treatment with ChA decreased the infiltration of neutrophils, macrophages, and T cells compared with the group that was treated with DSS alone. ChA could also inhibit the activation of NF-κB pathways. Thus, ChA had an anti-inflammatory effect in the colonic mucosa in colitis mice, possibly through suppressing the proinflammatory cytokine secretion.
The accumulating data showed that the composition and diversity of the microbiota are altered in IBD patients or in DSS-treated mice [34,35]. Several studies focused on the clinical improvement of acute DSS-induced colitis by using probiotics and antibiotics in order to modulate the commensal microbiota [36]. Dietary polyphenols could contribute to the maintenance of intestinal health by preserving the gut microbial balance through the stimulation of the growth of beneficial bacteria, and the inhibition of pathogenic bacteria [37]. However, the effect of ChA on fecal microbiota in DSS-induced colitis is still poorly understood. To assess whether the fecal microbiota in DSS-induced coilitis was altered by ChA, the bacterial diversity was characterized by 16S rRNA gene. In the present study, ChA could significantly increase the relative abundance of Proteobacteria in DSS colitis. However, the mechanism is still unclear. At the phylum level, a general trend for the reduction of Bacteroidetes and increased relative abundance of Firmicutes were found in DSS-treated mice versus controls, ChA significantly decreased the proportions of Firmicutes and Bacteroidetes. These findings suggested that ChA was not exerting a strong antimicrobial effect, however, it could selectively suppress the growth of some members of intestinal microbiota.
Akkermansia is a Gram-negative, strict anaerobe and mucin-degrading bacterium that lives in the mucus layer of the intestine and represents 1–3% of the total gut microbiota [38]. Akkermansia can regulate the expression of genes that are involved in the host lipid metabolism and epigenetic activation, or the silencing of gene expression, such as fasting-induced adipose factor, Gpr43, histone deacetylases, and peroxisome proliferator-activated receptor gamma [39]. The relative abundance of Akkermansia was significantly decreased in IBD patients [40]. Despite the fact that ChA could reduce the microbial diversity, it could significantly increase the proportion of Akkermansia in DSS-induced colitis. Our previous study had shown that ChA possess antioxidative activities [41]. The strong oxygen radical scavenging capacity of ChA may provide a survival advantage of Akkermansia. Dietary polyphenols promote growth of the gut bacterium, Akkermansia muciniphila, and attenuate high fat diet-induced metabolic syndrome [42]. A polyphenol-rich cranberry extract was protected from diet-induced intestinal inflammation that was associated with an increased Akkermansia spp. population in the gut microbiota of mice [43]. Previous study has shown that the extracellular vesicles derived from Akkermansia muciniphila could protect the progression of DSS-induced colitis [44]. In addition, it could also counteract the high-fat diet-induced decrease of mucus layer thickness [45]. It is possible that a direct trophic effect of ChA on Akkermansia precedes the positive effects which are found on the mucus layer integrity.
In summary, the present study demonstrated that dietary ChA could ameliorate DSS-induced acute colitis, resulting in the overall attenuation of macroscopic and histological changes, inflammatory cytokine secretion, and the infiltration of immune cells. Our study further suggested that the ability of the ChA administration to raise the relative proportion of Akkermansia, which may be in association with this protective effect, leading us to propose that polyphenols may prevent colitis through a prebiotic effect on the gut microbiota.
Acknowledgments
This work was supported by the National Natural Science Foundations of China (81473020 and 81502801), a project funded by the Priority Academic Program Development of Jiangsu Higher Education Institutions, the Collegiate Natural Science Foundation of Jiangsu Province (16KJB330005).
Abbreviations
ChA | Chlorogenic acid |
DAI | Disease activity index |
DSS | Dextran sodium sulfate |
IBD | Inflammatory bowel disease |
OTUs | Operational taxonomic units |
PCoA | Principal coordinate analysis |
UC | Ulcerative colitis |
Supplementary Materials
The following are available online at www.mdpi.com/2072-6643/9/7/677/s1, Figure S1: Schematic diagram of the experimental study design, Figure S2: The effects of ChA on the richness of fecal microbiota in DSS-treated mice.
Author Contributions
Zhan Zhang developed the study design, analyzed data, and wrote the manuscript; XinYue Wu and Shuyuan Cao contributed to the study concept and design and performed animal testing; Hui Yang and Yiming Feng contributed to the study design and were involved in animal testing; Yonghua Shen contributed to study design and data analysis; Meghan Cromie contributed to manuscript editing; Lei Li contributed to study design, data analysis, and manuscript editing. All authors read and approved the final manuscript.
Conflicts of Interest
The authors have declared no conflict of interest.
References
- 1.Danese S., Fiocchi C. Ulcerative colitis. N. Engl. J. Med. 2011;365:1713–1725. doi: 10.1056/NEJMra1102942. [DOI] [PubMed] [Google Scholar]
- 2.Kostic A.D., Xavier R.J., Gevers D. The microbiome in inflammatory bowel disease: Current status and the future ahead. Gastroenterology. 2014;146:1489–1499. doi: 10.1053/j.gastro.2014.02.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Michail S., Durbin M., Turner D., Griffiths A.M., Mack D.R., Hyams J., Leleiko N., Kenche H., Stolfi A., Wine E. Alterations in the gut microbiome of children with severe ulcerative colitis. Inflamm. Bowel Dis. 2012;18:1799–1808. doi: 10.1002/ibd.22860. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Fuentes S., Rossen N.G., van der Spek M.J., Hartman J.H., Huuskonen L., Korpela K., Salojarvi J., Aalvink S., de Vos W.M., D’Haens G.R., et al. Microbial shifts and signatures of long-term remission in ulcerative colitis after faecal microbiota transplantation. ISME J. 2017 doi: 10.1038/ismej.2017.44. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Han F., Zhang H., Xia X., Xiong H., Song D., Zong X., Wang Y. Porcine beta-defensin 2 attenuates inflammation and mucosal lesions in dextran sodium sulfate-induced colitis. J. Immunol. 2015;194:1882–1893. doi: 10.4049/jimmunol.1402300. [DOI] [PubMed] [Google Scholar]
- 6.Lin Y., Yang X., Yue W., Xu X., Li B., Zou L., He R. Chemerin aggravates dss-induced colitis by suppressing m2 macrophage polarization. Cell. Mol. Immunol. 2014;11:355–366. doi: 10.1038/cmi.2014.15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Hakansson A., Tormo-Badia N., Baridi A., Xu J., Molin G., Hagslatt M.L., Karlsson C., Jeppsson B., Cilio C.M., Ahrne S. Immunological alteration and changes of gut microbiota after dextran sulfate sodium (dss) administration in mice. Clin. Exp. Med. 2015;15:107–120. doi: 10.1007/s10238-013-0270-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.De Fazio L., Cavazza E., Spisni E., Strillacci A., Centanni M., Candela M., Pratico C., Campieri M., Ricci C., Valerii M.C. Longitudinal analysis of inflammation and microbiota dynamics in a model of mild chronic dextran sulfate sodium-induced colitis in mice. World J. Gastroenterol. 2014;20:2051–2061. doi: 10.3748/wjg.v20.i8.2051. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Liu Z., Zhao J., Li W., Shen L., Huang S., Tang J., Duan J., Fang F., Huang Y., Chang H., et al. Computational screen and experimental validation of anti-influenza effects of quercetin and chlorogenic acid from traditional chinese medicine. Sci. Rep. 2016;6:19095. doi: 10.1038/srep19095. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Santos R.M., Lima D.R. Coffee consumption, obesity and type 2 diabetes: A mini-review. Eur. J. Nutr. 2016;55:1345–1358. doi: 10.1007/s00394-016-1206-0. [DOI] [PubMed] [Google Scholar]
- 11.Liang N., Kitts D.D. Role of chlorogenic acids in controlling oxidative and inflammatory stress conditions. Nutrients. 2016;8:16. doi: 10.3390/nu8010016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Nardini M., Cirillo E., Natella F., Scaccini C. Absorption of phenolic acids in humans after coffee consumption. J. Agric. Food Chem. 2002;50:5735–5741. doi: 10.1021/jf0257547. [DOI] [PubMed] [Google Scholar]
- 13.Clifford M.N. Chlorogenic acids and other cinnamates- nature, occurrence, dietary burden. J. Sci. Food Agric. 1999;79:362–372. doi: 10.1002/(SICI)1097-0010(19990301)79:3<362::AID-JSFA256>3.0.CO;2-D. [DOI] [Google Scholar]
- 14.Ng S.C., Tang W., Leong R.W., Chen M., Ko Y., Studd C., Niewiadomski O., Bell S., Kamm M.A., de Silva H.J., et al. Environmental risk factors in inflammatory bowel disease: A population-based case-control study in asia-pacific. Gut. 2015;64:1063–1071. doi: 10.1136/gutjnl-2014-307410. [DOI] [PubMed] [Google Scholar]
- 15.Shin H.S., Satsu H., Bae M.J., Zhao Z., Ogiwara H., Totsuka M., Shimizu M. Anti-inflammatory effect of chlorogenic acid on the il-8 production in caco-2 cells and the dextran sulphate sodium-induced colitis symptoms in c57bl/6 mice. Food Chem. 2015;168:167–175. doi: 10.1016/j.foodchem.2014.06.100. [DOI] [PubMed] [Google Scholar]
- 16.Nagalingam N.A., Kao J.Y., Young V.B. Microbial ecology of the murine gut associated with the development of dextran sodium sulfate-induced colitis. Inflamm. Bowel Dis. 2011;17:917–926. doi: 10.1002/ibd.21462. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Parkar S.G., Trower T.M., Stevenson D.E. Fecal microbial metabolism of polyphenols and its effects on human gut microbiota. Anaerobe. 2013;23:12–19. doi: 10.1016/j.anaerobe.2013.07.009. [DOI] [PubMed] [Google Scholar]
- 18.Ding S., Walton K.L., Blue R.E., McNaughton K., Magness S.T., Lund P.K. Mucosal healing and fibrosis after acute or chronic inflammation in wild type fvb-n mice and c57bl6 procollagen alpha1(i)-promoter-gfp reporter mice. PLoS ONE. 2012;7:e42568. doi: 10.1371/annotation/91f1d7f8-b09d-4067-943c-148e926b403b. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Zhang Z., Wu X., Cao S., Wang L., Wang D., Yang H., Feng Y., Wang S., Li L. Caffeic acid ameliorates colitis in association with increased akkermansia population in the gut microbiota of mice. Oncotarget. 2016;7:31790–31799. doi: 10.18632/oncotarget.9306. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Alipour M., Zaidi D., Valcheva R., Jovel J., Martinez I., Sergi C., Walter J., Mason A.L., Wong G.K., Dieleman L.A., et al. Mucosal barrier depletion and loss of bacterial diversity are primary abnormalities in paediatric ulcerative colitis. J. Crohns Colitis. 2016;10:462–471. doi: 10.1093/ecco-jcc/jjv223. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Zhang Z., Lu H., Huan F., Meghan C., Yang X., Wang Y., Wang X., Wang X., Wang S.L. Cytochrome p450 2a13 mediates the neoplastic transformation of human bronchial epithelial cells at a low concentration of aflatoxin b1. Int. J. Cancer. 2014;134:1539–1548. doi: 10.1002/ijc.28489. [DOI] [PubMed] [Google Scholar]
- 22.Wang Q., Garrity G.M., Tiedje J.M., Cole J.R. Naive Bayesian classifier for rapid assignment of rRNA sequences into the new bacterial taxonomy. Appl. Environ. Microbiol. 2007;73:5261–5267. doi: 10.1128/AEM.00062-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Dao M.C., Everard A., Aron-Wisnewsky J., Sokolovska N., Prifti E., Verger E.O., Kayser B.D., Levenez F., Chilloux J., Hoyles L., et al. Akkermansia muciniphila and improved metabolic health during a dietary intervention in obesity: Relationship with gut microbiome richness and ecology. Gut. 2016;65:426–436. doi: 10.1136/gutjnl-2014-308778. [DOI] [PubMed] [Google Scholar]
- 24.Saxena A., Kaur K., Hegde S., Kalekhan F.M., Baliga M.S., Fayad R. Dietary agents and phytochemicals in the prevention and treatment of experimental ulcerative colitis. J. Tradit. Complement. Med. 2014;4:203–217. doi: 10.4103/2225-4110.139111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Sanchez-Fidalgo S., Villegas I., Rosillo M.A., Aparicio-Soto M., de la Lastra C.A. Dietary squalene supplementation improves dss-induced acute colitis by downregulating p38 mapk and nfkb signaling pathways. Mol. Nutr. Food Res. 2015;59:284–292. doi: 10.1002/mnfr.201400518. [DOI] [PubMed] [Google Scholar]
- 26.Andrade M.E., Araujo R.S., de Barros P.A., Soares A.D., Abrantes F.A., Generoso Sde V., Fernandes S.O., Cardoso V.N. The role of immunomodulators on intestinal barrier homeostasis in experimental models. Clin. Nutr. 2015;34:1080–1087. doi: 10.1016/j.clnu.2015.01.012. [DOI] [PubMed] [Google Scholar]
- 27.Maloy K.J., Powrie F. Intestinal homeostasis and its breakdown in inflammatory bowel disease. Nature. 2011;474:298–306. doi: 10.1038/nature10208. [DOI] [PubMed] [Google Scholar]
- 28.Bain C.C., Scott C.L., Uronen-Hansson H., Gudjonsson S., Jansson O., Grip O., Guilliams M., Malissen B., Agace W.W., Mowat A.M. Resident and pro-inflammatory macrophages in the colon represent alternative context-dependent fates of the same ly6chi monocyte precursors. Mucosal Immunol. 2013;6:498–510. doi: 10.1038/mi.2012.89. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Zhang Y., Li X., Zhang Q., Li J., Ju J., Du N., Liu X., Chen X., Cheng F., Yang L., et al. Berberine hydrochloride prevents postsurgery intestinal adhesion and inflammation in rats. J. Pharmacol. Exp. Ther. 2014;349:417–426. doi: 10.1124/jpet.114.212795. [DOI] [PubMed] [Google Scholar]
- 30.Huang C.H., Hou Y.C., Yeh C.L., Yeh S.L. A soybean and fish oil mixture with different n-6/n-3 pufa ratios modulates the inflammatory reaction in mice with dextran sulfate sodium-induced acute colitis. Clin. Nutr. 2015;34:1018–1024. doi: 10.1016/j.clnu.2014.11.008. [DOI] [PubMed] [Google Scholar]
- 31.Tsai H.F., Wu C.S., Chen Y.L., Liao H.J., Chyuan I.T., Hsu P.N. Galectin-3 suppresses mucosal inflammation and reduces disease severity in experimental colitis. J. Mol. Med. 2015;94:545–556. doi: 10.1007/s00109-015-1368-x. [DOI] [PubMed] [Google Scholar]
- 32.Zatorski H., Salaga M., Zielinska M., Piechota-Polanczyk A., Owczarek K., Kordek R., Lewandowska U., Chen C., Fichna J. Experimental colitis in mice is attenuated by topical administration of chlorogenic acid. Naunyn Schmiedebergs Arch. Pharmacol. 2015;388:643–651. doi: 10.1007/s00210-015-1110-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Elson C.O., Sartor R.B., Tennyson G.S., Riddell R.H. Experimental models of inflammatory bowel disease. Gastroenterology. 1995;109:1344–1367. doi: 10.1016/0016-5085(95)90599-5. [DOI] [PubMed] [Google Scholar]
- 34.Machiels K., Joossens M., Sabino J., De Preter V., Arijs I., Eeckhaut V., Ballet V., Claes K., Van Immerseel F., Verbeke K., et al. A decrease of the butyrate-producing species roseburia hominis and faecalibacterium prausnitzii defines dysbiosis in patients with ulcerative colitis. Gut. 2014;63:1275–1283. doi: 10.1136/gutjnl-2013-304833. [DOI] [PubMed] [Google Scholar]
- 35.Ananthakrishnan A.N. Environmental risk factors for inflammatory bowel diseases: A review. Dig. Dis. Sci. 2015;60:290–298. doi: 10.1007/s10620-014-3350-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Dai C., Zheng C.Q., Meng F.J., Zhou Z., Sang L.X., Jiang M. Vsl#3 probiotics exerts the anti-inflammatory activity via pi3k/akt and nf-kappab pathway in rat model of dss-induced colitis. Mol. Cell. Biochem. 2013;374:1–11. doi: 10.1007/s11010-012-1488-3. [DOI] [PubMed] [Google Scholar]
- 37.Duenas M., Munoz-Gonzalez I., Cueva C., Jimenez-Giron A., Sanchez-Patan F., Santos-Buelga C., Moreno-Arribas M.V., Bartolome B. A survey of modulation of gut microbiota by dietary polyphenols. Biomed. Res. Int. 2015;2015:850902. doi: 10.1155/2015/850902. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Derrien M., Collado M.C., Ben-Amor K., Salminen S., de Vos W.M. The mucin degrader akkermansia muciniphila is an abundant resident of the human intestinal tract. Appl. Environ. Microbiol. 2008;74:1646–1648. doi: 10.1128/AEM.01226-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Lukovac S., Belzer C., Pellis L., Keijser B.J., de Vos W.M., Montijn R.C., Roeselers G. Differential modulation by akkermansia muciniphila and faecalibacterium prausnitzii of host peripheral lipid metabolism and histone acetylation in mouse gut organoids. mBio. 2014;5:e01438-14. doi: 10.1128/mBio.01438-14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Berry D., Reinisch W. Intestinal microbiota: A source of novel biomarkers in inflammatory bowel diseases? Best Pract. Res. Clin. Gastroenterol. 2013;27:47–58. doi: 10.1016/j.bpg.2013.03.005. [DOI] [PubMed] [Google Scholar]
- 41.Zhao J., Zhang Z., Dai J., wang L., Zhang C., Ye Y., Li L. Synergistic protective effect of chlorogenic acid, apigenin and caffeic acid against carbon tetrachloride-induced hepatotoxicity in male mice. RSC Adv. 2014;4:43057–43063. doi: 10.1039/C4RA07261H. [DOI] [Google Scholar]
- 42.Roopchand D.E., Carmody R.N., Kuhn P., Moskal K., Rojas-Silva P., Turnbaugh P.J., Raskin I. Dietary polyphenols promote growth of the gut bacterium akkermansia muciniphila and attenuate high-fat diet-induced metabolic syndrome. Diabetes. 2015;64:2847–2858. doi: 10.2337/db14-1916. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Anhe F.F., Roy D., Pilon G., Dudonne S., Matamoros S., Varin T.V., Garofalo C., Moine Q., Desjardins Y., Levy E., et al. A polyphenol-rich cranberry extract protects from diet-induced obesity, insulin resistance and intestinal inflammation in association with increased akkermansia spp. Population in the gut microbiota of mice. Gut. 2015;64:872–883. doi: 10.1136/gutjnl-2014-307142. [DOI] [PubMed] [Google Scholar]
- 44.Kang C.S., Ban M., Choi E.J., Moon H.G., Jeon J.S., Kim D.K., Park S.K., Jeon S.G., Roh T.Y., Myung S.J., et al. Extracellular vesicles derived from gut microbiota, especially akkermansia muciniphila, protect the progression of dextran sulfate sodium-induced colitis. PLoS ONE. 2013;8:e76520. doi: 10.1371/journal.pone.0076520. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Everard A., Belzer C., Geurts L., Ouwerkerk J.P., Druart C., Bindels L.B., Guiot Y., Derrien M., Muccioli G.G., Delzenne N.M., et al. Cross-talk between akkermansia muciniphila and intestinal epithelium controls diet-induced obesity. Proc. Natl. Acad. Sci. USA. 2013;110:9066–9071. doi: 10.1073/pnas.1219451110. [DOI] [PMC free article] [PubMed] [Google Scholar]
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