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Jiang H, Miao X, Thairu MW, Beebe M, Grupe DW, Davidson RJ, Handelsman J, Sankaran K. multimedia: Multimodal Mediation Analysis of Microbiome Data. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.27.587024. [PMID: 38585817 PMCID: PMC10996591 DOI: 10.1101/2024.03.27.587024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Mediation analysis has emerged as a versatile tool for answering mechanistic questions in microbiome research because it provides a statistical framework for attributing treatment effects to alternative causal pathways. Using a series of linked regressions, this analysis quantifies how complementary data relate to one another and respond to treatments. Despite these advances, existing software's rigid assumptions often result in users viewing mediation analysis as a black box. We designed the multimedia R package to make advanced mediation analysis techniques accessible, ensuring that statistical components are interpretable and adaptable. The package provides a uniform interface to direct and indirect effect estimation, synthetic null hypothesis testing, bootstrap confidence interval construction, and sensitivity analysis, enabling experimentation with various mediator and outcome models while maintaining a simple overall workflow. The software includes modules for regularized linear, compositional, random forest, hierarchical, and hurdle modeling, making it well-suited to microbiome data. We illustrate the package through two case studies. The first re-analyzes a study of the microbiome and metabolome of Inflammatory Bowel Disease patients, uncovering potential mechanistic interactions between the microbiome and disease-associated metabolites, not found in the original study. The second analyzes new data about the influence of mindfulness practice on the microbiome. The mediation analysis highlights shifts in taxa previously associated with depression that cannot be explained indirectly by diet or sleep behaviors alone. A gallery of examples and further documentation can be found at https://go.wisc.edu/830110.
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Affiliation(s)
| | - Xinran Miao
- Statistics Department, UW-Madison, Madison, WI, USA
| | | | - Mara Beebe
- Wisconsin Institute for Discovery, UW-Madison, Madison, WI, USA
| | - Dan W. Grupe
- Center for Healthy Minds, UW-Madison, Madison, WI, USA
| | - Richard J. Davidson
- Center for Healthy Minds, UW-Madison, Madison, WI, USA
- Psychology Department, UW-Madison, Madison, WI, USA
- Psychiatry Department, UW-Madison, Madison, WI, USA
| | - Jo Handelsman
- Wisconsin Institute for Discovery, UW-Madison, Madison, WI, USA
- Plant Pathology Department, UW-Madison, Madison, WI, USA
| | - Kris Sankaran
- Statistics Department, UW-Madison, Madison, WI, USA
- Wisconsin Institute for Discovery, UW-Madison, Madison, WI, USA
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Wang T, Wang RX, Colgan SP. Physiologic hypoxia in the intestinal mucosa: a central role for short-chain fatty acids. Am J Physiol Cell Physiol 2024; 327:C1087-C1093. [PMID: 39159391 PMCID: PMC11482044 DOI: 10.1152/ajpcell.00472.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 08/09/2024] [Accepted: 08/10/2024] [Indexed: 08/21/2024]
Abstract
The intestinal mucosa is a dynamic surface that facilitates interactions between the host and an outside world that includes trillions of microbes, collectively termed the microbiota. This fine balance is regulated by an energetically demanding physical and biochemical barrier that is formed by the intestinal epithelial cells. In addition, this homeostasis exists at an interface between the anaerobic colonic lumen and a highly oxygenated, vascularized lamina propria. The resultant oxygen gradient within the intestine establishes "physiologic hypoxia" as a central metabolic feature of the mucosa. Although oxygen is vital for energy production to meet cellular metabolism needs, the availability of oxygen has far-reaching influences beyond just energy provision. Recent studies have shown that the intestinal mucosa has purposefully adapted to use differential oxygen levels largely through the presence of short-chain fatty acids (SCFAs), particularly butyrate (BA). Intestinal epithelial cells use butyrate for a multitude of functions that promote mucosal homeostasis. In this review, we explore how the physiologic hypoxia profile interfaces with SCFAs to benefit host mucosal tissues.
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Affiliation(s)
- Timothy Wang
- Mucosal Inflammation Program, Division of Gastroenterology and Hepatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States
- Department of Healthcare Studies, University of Texas Dallas, Richardson, Texas, United States
| | - Ruth X Wang
- Mucosal Inflammation Program, Division of Gastroenterology and Hepatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States
- Department of Dermatology, University of California San Diego, San Diego, California, United States
| | - Sean P Colgan
- Mucosal Inflammation Program, Division of Gastroenterology and Hepatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States
- Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, Colorado, United States
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Magnusson MK, Bas Forsberg A, Verveda A, Sapnara M, Lorent J, Savolainen O, Wettergren Y, Strid H, Simrén M, Öhman L. Exposure of Colon-Derived Epithelial Monolayers to Fecal Luminal Factors from Patients with Colon Cancer and Ulcerative Colitis Results in Distinct Gene Expression Patterns. Int J Mol Sci 2024; 25:9886. [PMID: 39337373 PMCID: PMC11431989 DOI: 10.3390/ijms25189886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Revised: 09/05/2024] [Accepted: 09/09/2024] [Indexed: 09/30/2024] Open
Abstract
Microbiota and luminal components may affect epithelial integrity and thus participate in the pathophysiology of colon cancer (CC) and inflammatory bowel disease (IBD). Therefore, we aimed to determine the effects of fecal luminal factors derived from patients with CC and ulcerative colitis (UC) on the colonic epithelium using a standardized colon-derived two-dimensional epithelial monolayer. The complex primary human stem cell-derived intestinal epithelium model, termed RepliGut® Planar, was expanded and passaged in a two-dimensional culture which underwent stimulation for 48 h with fecal supernatants (FS) from CC patients (n = 6), UC patients with active disease (n = 6), and healthy subjects (HS) (n = 6). mRNA sequencing of monolayers was performed and cytokine secretion in the basolateral cell culture compartment was measured. The addition of fecal supernatants did not impair the integrity of the colon-derived epithelial monolayer. However, monolayers stimulated with fecal supernatants from CC patients and UC patients presented distinct gene expression patterns. Comparing UC vs. CC, 29 genes were downregulated and 33 genes were upregulated, for CC vs. HS, 17 genes were downregulated and five genes were upregulated, and for UC vs. HS, three genes were downregulated and one gene was upregulated. The addition of FS increased secretion of IL8 with no difference between the study groups. Fecal luminal factors from CC patients and UC patients induce distinct colonic epithelial gene expression patterns, potentially reflecting the disease pathophysiology. The culture of colonic epithelial monolayers with fecal supernatants derived from patients may facilitate the exploration of IBD- and CC-related intestinal microenvironmental and barrier interactions.
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Affiliation(s)
- Maria K Magnusson
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, 405 30 Gothenburg, Sweden
| | - Anna Bas Forsberg
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, 405 30 Gothenburg, Sweden
| | - Alexandra Verveda
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, 405 30 Gothenburg, Sweden
| | - Maria Sapnara
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, 405 30 Gothenburg, Sweden
| | - Julie Lorent
- National Bioinformatics Infrastructure Stockholm (NBIS), Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, 106 91 Stockholm, Sweden
| | - Otto Savolainen
- Chalmers Mass Spectrometry Infrastructure, Department of Biology and Biological Engineering, Chalmers University of Technology, 412 96 Gothenburg, Sweden
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, 70210 Kuopio, Finland
| | - Yvonne Wettergren
- Department of Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, 413 45 Gothenburg, Sweden
- Department of Surgery, Sahlgrenska University Hospital, Region Västra Götaland, 416 85 Gothenburg, Sweden
| | - Hans Strid
- Department of Internal Medicine, Södra Älvsborg Hospital, 501 82 Borås, Sweden
| | - Magnus Simrén
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, 413 45 Gothenburg, Sweden
- Center for Functional GI and Motility Disorders, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Lena Öhman
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, 405 30 Gothenburg, Sweden
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Kuo J, Uzunovic J, Jacobson A, Dourado M, Gierke S, Rajendram M, Keilberg D, Mar J, Stekol E, Curry J, Verstraete S, Lund J, Liang Y, Tamburini FB, Omattage NS, Masureel M, Rutherford ST, Hackos DH, Tan MW, Byrd AL, Keir ME, Skippington E, Storek KM. Toxigenic Clostridium perfringens Isolated from At-Risk Paediatric Inflammatory Bowel Disease Patients. J Crohns Colitis 2024; 18:985-1001. [PMID: 38267224 PMCID: PMC11302968 DOI: 10.1093/ecco-jcc/jjae016] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 11/22/2023] [Accepted: 01/23/2024] [Indexed: 01/26/2024]
Abstract
BACKGROUND AND AIMS This study aimed to identify microbial drivers of inflammatory bowel disease [IBD], by investigating mucosal-associated bacteria and their detrimental products in IBD patients. METHODS We directly cultured bacterial communities from mucosal biopsies from paediatric gastrointestinal patients and examined for pathogenicity-associated traits. Upon identifying Clostridium perfringens as toxigenic bacteria present in mucosal biopsies, we isolated strains and further characterized toxicity and prevalence. RESULTS Mucosal biopsy microbial composition differed from corresponding stool samples. C. perfringens was present in eight of nine patients' mucosal biopsies, correlating with haemolytic activity, but was not present in all corresponding stool samples. Large IBD datasets showed higher C. perfringens prevalence in stool samples of IBD adults [18.7-27.1%] versus healthy controls [5.1%]. In vitro, C. perfringens supernatants were toxic to cell types beneath the intestinal epithelial barrier, including endothelial cells, neuroblasts, and neutrophils, while the impact on epithelial cells was less pronounced, suggesting C. perfringens may be particularly damaging when barrier integrity is compromised. Further characterization using purified toxins and genetic insertion mutants confirmed perfringolysin O [PFO] toxin was sufficient for toxicity. Toxin RNA signatures were found in the original patient biopsies by PCR, suggesting intestinal production. C. perfringens supernatants also induced activation of neuroblast and dorsal root ganglion neurons in vitro, suggesting C. perfringens in inflamed mucosal tissue may directly contribute to abdominal pain, a frequent IBD symptom. CONCLUSIONS Gastrointestinal carriage of certain toxigenic C. perfringens may have an important pathogenic impact on IBD patients. These findings support routine monitoring of C. perfringens and PFO toxins and potential treatment in patients.
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Affiliation(s)
- James Kuo
- Department of Infectious Diseases and Host-Microbe Interactions, Genentech Inc., South San Francisco, CA, USA
| | - Jasmina Uzunovic
- Department of Bioinformatics, Genentech Inc., South San Francisco, CA, USA
| | - Amanda Jacobson
- Department of Immunology Discovery, Genentech Inc., South San Francisco, CA, USA
| | - Michelle Dourado
- Department of Neuroscience, Genentech Inc., South San Francisco, CA, USA
| | - Sarah Gierke
- Department of Pathology, Genentech Inc., South San Francisco, CA, USA
| | - Manohary Rajendram
- Department of Infectious Diseases and Host-Microbe Interactions, Genentech Inc., South San Francisco, CA, USA
| | - Daniela Keilberg
- Department of Infectious Diseases and Host-Microbe Interactions, Genentech Inc., South San Francisco, CA, USA
| | - Jordan Mar
- Department of Human Pathobiology and OMNI Reverse Translation, Genentech Inc., South San Francisco, CA, USA
| | - Emily Stekol
- Department of Pediatrics, University of California San Francisco Benioff Children’s Hospital, San Francisco, CA, 94158, USA
| | - Joanna Curry
- Department of Pediatrics, University of California San Francisco Benioff Children’s Hospital, San Francisco, CA, 94158, USA
| | - Sofia Verstraete
- Department of Pediatrics, University of California San Francisco Benioff Children’s Hospital, San Francisco, CA, 94158, USA
| | - Jessica Lund
- Department of Microchemistry, Proteomics & Lipidomics, Genentech Inc., South San Francisco, CA, USA
| | - Yuxin Liang
- Department of Microchemistry, Proteomics & Lipidomics, Genentech Inc., South San Francisco, CA, USA
| | - Fiona B Tamburini
- Department of Human Pathobiology and OMNI Reverse Translation, Genentech Inc., South San Francisco, CA, USA
| | - Natalie S Omattage
- Department of Infectious Diseases and Host-Microbe Interactions, Genentech Inc., South San Francisco, CA, USA
| | - Matthieu Masureel
- Department of Structural Biology, Genentech Inc., South San Francisco, CA, USA
| | - Steven T Rutherford
- Department of Infectious Diseases and Host-Microbe Interactions, Genentech Inc., South San Francisco, CA, USA
| | - David H Hackos
- Department of Neuroscience, Genentech Inc., South San Francisco, CA, USA
| | - Man-Wah Tan
- Department of Infectious Diseases and Host-Microbe Interactions, Genentech Inc., South San Francisco, CA, USA
| | - Allyson L Byrd
- Department of Cancer Immunology, Genentech Inc., South San Francisco, CA, USA
| | - Mary E Keir
- Department of Human Pathobiology and OMNI Reverse Translation, Genentech Inc., South San Francisco, CA, USA
| | - Elizabeth Skippington
- Department of Infectious Diseases and Host-Microbe Interactions, Genentech Inc., South San Francisco, CA, USA
- Department of Bioinformatics, Genentech Inc., South San Francisco, CA, USA
| | - Kelly M Storek
- Department of Infectious Diseases and Host-Microbe Interactions, Genentech Inc., South San Francisco, CA, USA
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Haque PS, Kapur N, Barrett TA, Theiss AL. Mitochondrial function and gastrointestinal diseases. Nat Rev Gastroenterol Hepatol 2024; 21:537-555. [PMID: 38740978 DOI: 10.1038/s41575-024-00931-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/10/2024] [Indexed: 05/16/2024]
Abstract
Mitochondria are dynamic organelles that function in cellular energy metabolism, intracellular and extracellular signalling, cellular fate and stress responses. Mitochondria of the intestinal epithelium, the cellular interface between self and enteric microbiota, have emerged as crucial in intestinal health. Mitochondrial dysfunction occurs in gastrointestinal diseases, including inflammatory bowel diseases and colorectal cancer. In this Review, we provide an overview of the current understanding of intestinal epithelial cell mitochondrial metabolism, function and signalling to affect tissue homeostasis, including gut microbiota composition. We also discuss mitochondrial-targeted therapeutics for inflammatory bowel diseases and colorectal cancer and the evolving concept of mitochondrial impairment as a consequence versus initiator of the disease.
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Affiliation(s)
- Parsa S Haque
- Division of Gastroenterology and Hepatology, Department of Medicine and the Mucosal Inflammation Program, University of Colorado School of Medicine, Aurora, CO, USA
| | - Neeraj Kapur
- Department of Medicine, Division of Digestive Diseases and Nutrition, University of Kentucky College of Medicine, Lexington, KY, USA
| | - Terrence A Barrett
- Department of Medicine, Division of Digestive Diseases and Nutrition, University of Kentucky College of Medicine, Lexington, KY, USA
- Lexington Veterans Affairs Medical Center Kentucky, Lexington, KY, USA
| | - Arianne L Theiss
- Division of Gastroenterology and Hepatology, Department of Medicine and the Mucosal Inflammation Program, University of Colorado School of Medicine, Aurora, CO, USA.
- Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, CO, USA.
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Sawant H, Selvaraj R, Manogaran P, Borthakur A. Intestinal Epithelial Creatine Transporter SLC6A8 Dysregulation in Inflammation and in Response to Adherent Invasive E. coli Infection. Int J Mol Sci 2024; 25:6537. [PMID: 38928243 PMCID: PMC11204174 DOI: 10.3390/ijms25126537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 06/07/2024] [Accepted: 06/11/2024] [Indexed: 06/28/2024] Open
Abstract
Creatine transporter (CrT1) mediates cellular uptake of creatine (Cr), a nutrient pivotal in maintaining energy homeostasis in various tissues including intestinal epithelial cells (IECs). The impact of CrT1 deficiency on the pathogenesis of various psychiatric and neurological disorders has been extensively investigated. However, there are no studies on its regulation in IECs in health and disease. Current studies have determined differential expression of CrT1 along the length of the mammalian intestine and its dysregulation in inflammatory bowel disease (IBD)-associated inflammation and Adherent Invasive E. coli (AIEC) infection. CrT1 mRNA and protein levels in normal intestines and their alterations in inflammation and following AIEC infection were determined in vitro in model IECs (Caco-2/IEC-6) and in vivo in SAMP1/YitFc mice, a model of spontaneous ileitis resembling human IBD. CrT1 is differentially expressed in different regions of mammalian intestines with its highest expression in jejunum. In vitro, CrT1 function (Na+-dependent 14C-Cr uptake), expression and promoter activity significantly decreased following TNFα/IL1β treatments and AIEC infection. SAMP1 mice and ileal organoids generated from SAMP1 mice also showed decreased CrT1 mRNA and protein compared to AKR controls. Our studies suggest that Cr deficiency in IECs secondary to CrT1 dysregulation could be a key factor contributing to IBD pathogenesis.
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Affiliation(s)
| | | | | | - Alip Borthakur
- Department of Clinical and Translational Sciences, Joan C. Edwards School of Medicine, Marshall University, Huntington, WV 25701, USA; (H.S.); (R.S.); (P.M.)
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Flint HJ, Louis P, Duncan SH. Why does increased microbial fermentation in the human colon shift toward butyrate? AIMS Microbiol 2024; 10:311-319. [PMID: 38919716 PMCID: PMC11194621 DOI: 10.3934/microbiol.2024016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 04/15/2024] [Accepted: 04/25/2024] [Indexed: 06/27/2024] Open
Abstract
The microbial community of the human large intestine mainly ferments dietary fiber to short chain fatty acids (SCFAs), which are efficiently absorbed by the host. The three major SCFAs (acetate, propionate, and butyrate) have different fates within the body and different effects on health. A recent analysis of 10 human volunteer studies established that the proportions of these SCFA in fecal samples significantly shifted towards butyrate as the overall concentration of SCFA increased. Butyrate plays a key role in gut health and is preferentially utilized as an energy source by the colonic epithelium. Here we discuss possible mechanisms that underlie this 'butyrate shift'; these include the selection for butyrate-producing bacteria within the microbiota by certain types of fiber, and the possibility of additional butyrate formation from lactate and acetate by metabolite cross-feeding. However, a crucial factor appears to be the pH in the proximal colon, which decreases as the SCFA concentrations increase. A mildly acidic pH has been shown to have an important impact on microbial competition and on the stoichiometry of butyrate production. Understanding these complex interactions has been greatly aided by the refinement of theoretical models of the colonic microbiota that assume a small number (10) of microbial functional groups (MFGs).
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Affiliation(s)
| | | | - Sylvia H. Duncan
- Rowett Institute, University of Aberdeen, Foresterhill, Aberdeen, UK AB25 2ZD
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Xiao J, Guo X, Wang Z. Crosstalk between hypoxia-inducible factor-1α and short-chain fatty acids in inflammatory bowel disease: key clues toward unraveling the mystery. Front Immunol 2024; 15:1385907. [PMID: 38605960 PMCID: PMC11007100 DOI: 10.3389/fimmu.2024.1385907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Accepted: 03/19/2024] [Indexed: 04/13/2024] Open
Abstract
The human intestinal tract constitutes a complex ecosystem, made up of countless gut microbiota, metabolites, and immune cells, with hypoxia being a fundamental environmental characteristic of this ecology. Under normal physiological conditions, a delicate balance exists among these complex "residents", with disruptions potentially leading to inflammatory bowel disease (IBD). The core pathology of IBD features a disrupted intestinal epithelial barrier, alongside evident immune and microecological disturbances. Central to these interconnected networks is hypoxia-inducible factor-1α (HIF-1α), which is a key regulator in gut cells for adapting to hypoxic conditions and maintaining gut homeostasis. Short-chain fatty acids (SCFAs), as pivotal gut metabolites, serve as vital mediators between the host and microbiota, and significantly influence intestinal ecosystem. Recent years have seen a surge in research on the roles and therapeutic potential of HIF-1α and SCFAs in IBD independently, yet reviews on HIF-1α-mediated SCFAs regulation of IBD under hypoxic conditions are scarce. This article summarizes evidence of the interplay and regulatory relationship between SCFAs and HIF-1α in IBD, pivotal for elucidating the disease's pathogenesis and offering promising therapeutic strategies.
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Affiliation(s)
- Jinyin Xiao
- Graduate School, Hunan University of Traditional Chinese Medicine, Changsha, China
- Department of Anorectal, the Second Affiliated Hospital of Hunan University of Traditional Chinese Medicine, Changsha, China
| | - Xiajun Guo
- Department of Geriatric, the First People’s Hospital of Xiangtan City, Xiangtan, China
| | - Zhenquan Wang
- Department of Anorectal, the Second Affiliated Hospital of Hunan University of Traditional Chinese Medicine, Changsha, China
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Worledge CS, Kostelecky RE, Zhou L, Bhagavatula G, Colgan SP, Lee JS. Allopurinol Disrupts Purine Metabolism to Increase Damage in Experimental Colitis. Cells 2024; 13:373. [PMID: 38474337 PMCID: PMC10930830 DOI: 10.3390/cells13050373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 02/06/2024] [Accepted: 02/19/2024] [Indexed: 03/14/2024] Open
Abstract
Inflammatory bowel disease (IBD) is marked by a state of chronic energy deficiency that limits gut tissue wound healing. This energy shortfall is partially due to microbiota dysbiosis, resulting in the loss of microbiota-derived metabolites, which the epithelium relies on for energy procurement. The role of microbiota-sourced purines, such as hypoxanthine, as substrates salvaged by the colonic epithelium for nucleotide biogenesis and energy balance, has recently been appreciated for homeostasis and wound healing. Allopurinol, a synthetic hypoxanthine isomer commonly prescribed to treat excess uric acid in the blood, inhibits the degradation of hypoxanthine by xanthine oxidase, but also inhibits purine salvage. Although the use of allopurinol is common, studies regarding how allopurinol influences the gastrointestinal tract during colitis are largely nonexistent. In this work, a series of in vitro and in vivo experiments were performed to dissect the relationship between allopurinol, allopurinol metabolites, and colonic epithelial metabolism and function in health and during disease. Of particular significance, the in vivo investigation identified that a therapeutically relevant allopurinol dose shifts adenylate and creatine metabolism, leading to AMPK dysregulation and disrupted proliferation to attenuate wound healing and increased tissue damage in murine experimental colitis. Collectively, these findings underscore the importance of purine salvage on cellular metabolism and gut health in the context of IBD and provide insight regarding the use of allopurinol in patients with IBD.
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Affiliation(s)
- Corey S. Worledge
- Mucosal Inflammation Program, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; (C.S.W.); (R.E.K.); (L.Z.); (G.B.); (S.P.C.)
| | - Rachael E. Kostelecky
- Mucosal Inflammation Program, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; (C.S.W.); (R.E.K.); (L.Z.); (G.B.); (S.P.C.)
| | - Liheng Zhou
- Mucosal Inflammation Program, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; (C.S.W.); (R.E.K.); (L.Z.); (G.B.); (S.P.C.)
| | - Geetha Bhagavatula
- Mucosal Inflammation Program, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; (C.S.W.); (R.E.K.); (L.Z.); (G.B.); (S.P.C.)
| | - Sean P. Colgan
- Mucosal Inflammation Program, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; (C.S.W.); (R.E.K.); (L.Z.); (G.B.); (S.P.C.)
- Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, CO 80045, USA
| | - J. Scott Lee
- Mucosal Inflammation Program, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; (C.S.W.); (R.E.K.); (L.Z.); (G.B.); (S.P.C.)
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10
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Hall CHT, Lanis JM, Dowdell AS, Murphy EM, Bhagavatula G, Neuhart RM, Vijaya Sai KY, Colgan SP. Fundamental role for the creatine kinase pathway in protection from murine colitis. Mucosal Immunol 2023; 16:817-825. [PMID: 37716510 DOI: 10.1016/j.mucimm.2023.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 09/08/2023] [Accepted: 09/10/2023] [Indexed: 09/18/2023]
Abstract
Inflammatory diseases of the digestive tract, including inflammatory bowel disease, cause metabolic stress within mucosal tissue. Creatine is a key energetic regulator. We previously reported a loss of creatine kinases (CKs) and the creatine transporter expression in inflammatory bowel disease patient intestinal biopsy samples and that creatine supplementation was protective in a dextran sulfate sodium (DSS) colitis mouse model. In the present studies, we evaluated the role of CK loss in active inflammation using the DSS colitis model. Mice lacking expression of CK brain type/CK mitochondrial form (CKdKO) showed increased susceptibility to DSS colitis (weight loss, disease activity, permeability, colon length, and histology). In a broad cytokine profiling, CKdKO mice expressed near absent interferon gamma (IFN-γ) levels. We identified losses in IFN-γ production from CD4+ and CD8+ T cells isolated from CKdKO mice. Addback of IFN-γ during DSS treatment resulted in partial protection for CKdKO mice. Extensions of these studies identified basal stabilization of the transcription factor hypoxia-inducible factor in CKdKO splenocytes and pharmacological stabilization of hypoxia-inducible factor resulted in reduced IFN-γ production by control splenocytes. Thus, the loss of IFN-γ production by CD4+ and CD8+ T cells in CKdKO mice resulted in increased colitis susceptibility and indicates that CK is protective in active mucosal inflammation.
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Affiliation(s)
- Caroline H T Hall
- Division of Gastroenterology, Hepatology and Nutrition, Children's Hospital Colorado and University of Colorado, Aurora, Colorado, USA; Division of Gastroenterology and Hepatology, Department of Medicine, Mucosal Inflammation Program and University of Colorado, Aurora, Colorado, USA
| | - Jordi M Lanis
- Division of Gastroenterology and Hepatology, Department of Medicine, Mucosal Inflammation Program and University of Colorado, Aurora, Colorado, USA; Department of Immunology and Microbiology, University of Colorado, Aurora, Colorado, USA
| | - Alexander S Dowdell
- Division of Gastroenterology and Hepatology, Department of Medicine, Mucosal Inflammation Program and University of Colorado, Aurora, Colorado, USA; Rocky Mountain Veterans Hospital, Aurora, Colorado, USA
| | - Emily M Murphy
- Division of Gastroenterology, Hepatology and Nutrition, Children's Hospital Colorado and University of Colorado, Aurora, Colorado, USA; Division of Gastroenterology and Hepatology, Department of Medicine, Mucosal Inflammation Program and University of Colorado, Aurora, Colorado, USA
| | - Geetha Bhagavatula
- Division of Gastroenterology, Hepatology and Nutrition, Children's Hospital Colorado and University of Colorado, Aurora, Colorado, USA; Division of Gastroenterology and Hepatology, Department of Medicine, Mucosal Inflammation Program and University of Colorado, Aurora, Colorado, USA
| | - Rane M Neuhart
- Division of Gastroenterology, Hepatology and Nutrition, Children's Hospital Colorado and University of Colorado, Aurora, Colorado, USA; Division of Gastroenterology and Hepatology, Department of Medicine, Mucosal Inflammation Program and University of Colorado, Aurora, Colorado, USA
| | - Kiranmayee Yenugudhati Vijaya Sai
- Division of Gastroenterology and Hepatology, Department of Medicine, Mucosal Inflammation Program and University of Colorado, Aurora, Colorado, USA; Rocky Mountain Veterans Hospital, Aurora, Colorado, USA
| | - Sean P Colgan
- Division of Gastroenterology and Hepatology, Department of Medicine, Mucosal Inflammation Program and University of Colorado, Aurora, Colorado, USA; Rocky Mountain Veterans Hospital, Aurora, Colorado, USA.
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Ornelas A, Welch N, Countess JA, Zhou L, Wang RX, Dowdell AS, Colgan SP. Mimicry of microbially-derived butyrate reveals templates for potent intestinal epithelial HIF stabilizers. Gut Microbes 2023; 15:2267706. [PMID: 37822087 PMCID: PMC10572066 DOI: 10.1080/19490976.2023.2267706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Accepted: 10/03/2023] [Indexed: 10/13/2023] Open
Abstract
Microbiota-derived short-chain fatty acids, including butyrate (BA), have multiple beneficial health effects. In the colon, BA concentrations range from 10 to 20 mM and up to 95% is utilized as energy by the mucosa. BA plays a key role in epithelial-barrier regulation and anti-inflammation, and regulates cell growth and differentiation, at least in part, due to its direct influence on stabilization of the transcription factor hypoxia-inducible factor (HIF). It remains unclear whether BA is the optimal metabolite for such a response. In this study, we explored metabolite mimicry as an attractive strategy for the biological response to HIF. We discovered that 4-mercapto butyrate (MBA) stabilizes HIF more potently and has a longer biological half-life than BA in intestinal epithelial cells (IECs). We validated the MBA-mediated HIF transcriptional activity through the induction of classic HIF gene targets in IECs and enhanced epithelial barrier formation in vitro. In-vivo studies with MBA revealed systemic HIF stabilization in mice, which was more potent than its parent BA metabolite. Mechanistically, we found that MBA enhances oxygen consumption and that the sulfhydryl group is essential for HIF stabilization, but exclusively as a four-carbon SCFA. These findings reveal a combined biochemical mechanism for HIF stabilization and provide a foundation for the discovery of potent metabolite-like scaffolds.
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Affiliation(s)
- Alfredo Ornelas
- Mucosal Inflammation Program and Division of Gastroenterology and Hepatology, University of Colorado, Aurora, CO, USA
| | - Nichole Welch
- Mucosal Inflammation Program and Division of Gastroenterology and Hepatology, University of Colorado, Aurora, CO, USA
- Department of Medicine, Rocky Mountain Veterans Association, Aurora, CO, USA
| | - Jacob A. Countess
- Mucosal Inflammation Program and Division of Gastroenterology and Hepatology, University of Colorado, Aurora, CO, USA
| | - Liheng Zhou
- Mucosal Inflammation Program and Division of Gastroenterology and Hepatology, University of Colorado, Aurora, CO, USA
| | - Ruth X. Wang
- Mucosal Inflammation Program and Division of Gastroenterology and Hepatology, University of Colorado, Aurora, CO, USA
| | - Alexander S. Dowdell
- Mucosal Inflammation Program and Division of Gastroenterology and Hepatology, University of Colorado, Aurora, CO, USA
- Department of Medicine, Rocky Mountain Veterans Association, Aurora, CO, USA
| | - Sean P. Colgan
- Mucosal Inflammation Program and Division of Gastroenterology and Hepatology, University of Colorado, Aurora, CO, USA
- Department of Medicine, Rocky Mountain Veterans Association, Aurora, CO, USA
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12
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Hamed SA, Mohan A, Navaneetha Krishnan S, Wang A, Drikic M, Prince NL, Lewis IA, Shearer J, Keita ÅV, Söderholm JD, Shutt TE, McKay DM. Butyrate reduces adherent-invasive E. coli-evoked disruption of epithelial mitochondrial morphology and barrier function: involvement of free fatty acid receptor 3. Gut Microbes 2023; 15:2281011. [PMID: 38078655 PMCID: PMC10730202 DOI: 10.1080/19490976.2023.2281011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 11/05/2023] [Indexed: 12/18/2023] Open
Abstract
Gut bacteria provide benefits to the host and have been implicated in inflammatory bowel disease (IBD), where adherent-invasive E. coli (AIEC) pathobionts (e.g., strain LF82) are associated with Crohn's disease. E. coli-LF82 causes fragmentation of the epithelial mitochondrial network, leading to increased epithelial permeability. We hypothesized that butyrate would limit the epithelial mitochondrial disruption caused by E. coli-LF82. Human colonic organoids and the T84 epithelial cell line infected with E. coli-LF82 (MOI = 100, 4 h) showed a significant increase in mitochondrial network fission that was reduced by butyrate (10 mM) co-treatment. Butyrate reduced the loss of mitochondrial membrane potential caused by E. coli-LF82 and increased expression of PGC-1α mRNA, the master regulator of mitochondrial biogenesis. Metabolomics revealed that butyrate significantly altered E. coli-LF82 central carbon metabolism leading to diminished glucose uptake and increased succinate secretion. Correlating with preservation of mitochondrial network form/function, butyrate reduced E. coli-LF82 transcytosis across T84-cell monolayers. The use of the G-protein inhibitor, pertussis toxin, implicated GPCR signaling as critical to the effect of butyrate, and the free fatty acid receptor three (FFAR3, GPR41) agonist, AR420626, reproduced butyrate's effect in terms of ameliorating the loss of barrier function and reducing the mitochondrial fragmentation observed in E. coli-LF82 infected T84-cells and organoids. These data indicate that butyrate helps maintain epithelial mitochondrial form/function when challenged by E. coli-LF82 and that this occurs, at least in part, via FFAR3. Thus, loss of butyrate-producing bacteria in IBD in the context of pathobionts would contribute to loss of epithelial mitochondrial and barrier functions that could evoke disease and/or exaggerate a low-grade inflammation.
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Affiliation(s)
- Samira A. Hamed
- Gastrointestinal Research Group, Inflammation Research Network, Host-Parasite Interactions Program, Department of Physiology & Pharmacology, Calvin, Phoebe and Joan Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Armaan Mohan
- Departments of Medical Genetics and Biochemistry & Molecular Biology, Alberta Children’s Hospital Research Institute, Hotchkiss Brain Institute, Snyder Institute, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Saranya Navaneetha Krishnan
- Gastrointestinal Research Group, Inflammation Research Network, Host-Parasite Interactions Program, Department of Physiology & Pharmacology, Calvin, Phoebe and Joan Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Arthur Wang
- Gastrointestinal Research Group, Inflammation Research Network, Host-Parasite Interactions Program, Department of Physiology & Pharmacology, Calvin, Phoebe and Joan Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Marija Drikic
- Calgary Metabolomics Research Facility, Department of Biological Sciences, Faculty of Science, University of Calgary, Calgary, Canada
| | - Nicole L. Prince
- Gastrointestinal Research Group, Inflammation Research Network, Host-Parasite Interactions Program, Department of Physiology & Pharmacology, Calvin, Phoebe and Joan Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Ian A. Lewis
- Calgary Metabolomics Research Facility, Department of Biological Sciences, Faculty of Science, University of Calgary, Calgary, Canada
| | - Jane Shearer
- Department of Biochemistry and Molecular Biology, Faculty of Kinesiology, University of Calgary, Calgary, Canada
| | - Åsa V. Keita
- Department of Biomedical and Clinical Sciences, Division of Surgery, Orthopedics and Oncology, Linköping University, Linköping, Sweden
| | - Johan D. Söderholm
- Department of Biomedical and Clinical Sciences, Division of Surgery, Orthopedics and Oncology, Linköping University, Linköping, Sweden
| | - Timothy E. Shutt
- Departments of Medical Genetics and Biochemistry & Molecular Biology, Alberta Children’s Hospital Research Institute, Hotchkiss Brain Institute, Snyder Institute, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Derek M. McKay
- Gastrointestinal Research Group, Inflammation Research Network, Host-Parasite Interactions Program, Department of Physiology & Pharmacology, Calvin, Phoebe and Joan Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Canada
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13
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Alula KM, Dowdell AS, LeBere B, Lee JS, Levens CL, Kuhn KA, Kaipparettu BA, Thompson WE, Blumberg RS, Colgan SP, Theiss AL. Interplay of gut microbiota and host epithelial mitochondrial dysfunction is necessary for the development of spontaneous intestinal inflammation in mice. MICROBIOME 2023; 11:256. [PMID: 37978573 PMCID: PMC10655390 DOI: 10.1186/s40168-023-01686-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 09/30/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND Intestinal epithelial cell (IEC) mitochondrial dysfunction involvement in inflammatory bowel diseases (IBD), including Crohn's disease affecting the small intestine, is emerging in recent studies. As the interface between the self and the gut microbiota, IECs serve as hubs of bidirectional cross-talk between host and luminal microbiota. However, the role of mitochondrial-microbiota interaction in the ileum is largely unexplored. Prohibitin 1 (PHB1), a chaperone protein of the inner mitochondrial membrane required for optimal electron transport chain function, is decreased during IBD. We previously demonstrated that mice deficient in PHB1 specifically in IECs (Phb1i∆IEC) exhibited mitochondrial impairment, Paneth cell defects, gut microbiota dysbiosis, and spontaneous inflammation in the ileum (ileitis). Mice deficient in PHB1 in Paneth cells (epithelial secretory cells of the small intestine; Phb1∆PC) also exhibited mitochondrial impairment, Paneth cell defects, and spontaneous ileitis. Here, we determined whether this phenotype is driven by Phb1 deficiency-associated ileal microbiota alterations or direct effects of loss of PHB1 in host IECs. RESULTS Depletion of gut microbiota by broad-spectrum antibiotic treatment in Phb1∆PC or Phb1i∆IEC mice revealed a necessary role of microbiota to cause ileitis. Using germ-free mice colonized with ileal microbiota from Phb1-deficient mice, we show that this microbiota could not independently induce ileitis without host mitochondrial dysfunction. The luminal microbiota phenotype of Phb1i∆IEC mice included a loss of the short-chain fatty acid butyrate. Supplementation of butyrate in Phb1-deficient mice ameliorated Paneth cell abnormalities and ileitis. Phb1-deficient ileal enteroid models suggest deleterious epithelial-intrinsic responses to ileal microbiota that were protected by butyrate. CONCLUSIONS These results suggest a mutual and essential reinforcing interplay of gut microbiota and host IEC, including Paneth cell, mitochondrial health in influencing ileitis. Restoration of butyrate is a potential therapeutic option in Crohn's disease patients harboring epithelial cell mitochondrial dysfunction. Video Abstract.
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Affiliation(s)
- Kibrom M Alula
- Division of Gastroenterology & Hepatology, University of Colorado Anschutz Medical Campus, 12700 East 19Th Avenue, RC2 Campus Box BB158 HSC, Aurora, CO, 80045, USA
| | - Alexander S Dowdell
- Division of Gastroenterology & Hepatology, University of Colorado Anschutz Medical Campus, 12700 East 19Th Avenue, RC2 Campus Box BB158 HSC, Aurora, CO, 80045, USA
| | - Brittany LeBere
- Division of Gastroenterology & Hepatology, University of Colorado Anschutz Medical Campus, 12700 East 19Th Avenue, RC2 Campus Box BB158 HSC, Aurora, CO, 80045, USA
| | - J Scott Lee
- Division of Gastroenterology & Hepatology, University of Colorado Anschutz Medical Campus, 12700 East 19Th Avenue, RC2 Campus Box BB158 HSC, Aurora, CO, 80045, USA
| | - Cassandra L Levens
- Division of Rheumatology, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Kristine A Kuhn
- Division of Rheumatology, University of Colorado Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Benny A Kaipparettu
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Winston E Thompson
- Department of Obstetrics and Gynecology, Morehouse School of Medicine, Atlanta, GA, USA
| | - Richard S Blumberg
- Division of Gastroenterology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Sean P Colgan
- Division of Gastroenterology & Hepatology, University of Colorado Anschutz Medical Campus, 12700 East 19Th Avenue, RC2 Campus Box BB158 HSC, Aurora, CO, 80045, USA
| | - Arianne L Theiss
- Division of Gastroenterology & Hepatology, University of Colorado Anschutz Medical Campus, 12700 East 19Th Avenue, RC2 Campus Box BB158 HSC, Aurora, CO, 80045, USA.
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14
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Hall CH, Lanis JM, Dowdell AS, Murphy EM, Colgan SP. Fundamental role for the creatine kinase pathway in protection from murine colitis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.07.544110. [PMID: 37333192 PMCID: PMC10274769 DOI: 10.1101/2023.06.07.544110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
Inflammatory diseases of the digestive tract, including inflammatory bowel disease (IBD), cause metabolic stress within mucosal tissue. Creatine is a key energetic regulator. We previously reported a loss of creatine kinases (CKs) and the creatine transporter expression in IBD patient intestinal biopsy samples and that creatine supplementation was protective in a dextran sulfate sodium (DSS) colitis mouse model. In the present studies, we evaluated the role of CK loss in active inflammation using the DSS colitis model. Mice lacking expression of CKB/CKMit (CKdKO) showed increased susceptibility to DSS colitis (weight loss, disease activity, permeability, colon length and histology). In a broad cytokine profiling, CKdKO mice expressed near absent IFN-γ levels. We identified losses in IFN-γ production from CD4 + and CD8 + T cells isolated from CKdKO mice. Addback of IFN-γ during DSS treatment resulted in partial protection for CKdKO mice. We identified basal stabilization of the transcription factor hypoxia-inducible factor (HIF) in CKdKO splenocytes and pharmacological stabilization of HIF resulted in reduced IFN-γ production by control splenocytes. Thus, the loss of IFN-γ production by CD4 + and CD8 + T cells in CKdKO mice resulted in increased colitis susceptibility and indicates that CK is protective in active mucosal inflammation.
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