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Xue M, Turpin W, Haim L, Lee SH, Neustaeter A, Mei D, Xu W, Espin-Garcia O, Madsen KL, Guttman DS, Griffiths AM, Huynh H, Turner D, Panancionne R, Steinhart H, Aumais G, Bitton A, Jacobson K, Mack D, Croitoru K. A198 THE LONG-TERM IMPACT OF ENVIRONMENTAL EXPOSURES ON HOST HEALTH AND THE RISK FACTORS OF CROHN'S DISEASE. J Can Assoc Gastroenterol 2023. [PMCID: PMC9991169 DOI: 10.1093/jcag/gwac036.198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/09/2023] Open
Abstract
Background Several environmental factors are associated with Crohn’s disease (CD) in large case-control studies; however, it is not clear how these factors maybe be influenced by age of exposure and if they are related to alterations in pre-disease biological markers of CD risk. Purpose To investigate the association between environmental factors in different age groups with future risk of CD onset and assess their relation to other pre-disease biomarkers. Method We used an environmental risk assessment questionnaire (ERA) to collect information from healthy first-degree relatives(FDR) of CD enrolled in the CCC-GEM project. ERA was a multi-item questionnaire querying 69 questions under 7 section headings: background, cultural/ethnic, smoking history, medical history, family history, environmental history and pet history. For the environmental and pet sections, current and historical (<1, 2-4, 5-15 years old) data was captured at the time of recruitment. We used Cox proportional hazard models to identify exposures associated with future CD onset. Next, we used regression models to identify the relationship of exposures with biological factors associated with CD risk previously identified by our group i.e.: i) intestinal permeability using urinary fractional excretion of lactulose to mannitol ratio (LMR) with LMR≥0.025 defined as abnormal; ii) subclinical inflammation using fecal calprotectin (FCP) with FCP≥100µg/g; and iii) fecal microbiome composition and diversity using 16S rDNA sequencing. Two-sided p<0.05 (or false discovery rate corrected p<0.05) were considered significant. Result(s) A total of 4289 FDRs were recruited, 47% were male, median recruitment age was 17.0 years[6-35]. After a median follow-up of 5.6-years (IQR=3.42-8.67), 86 FDRs developed CD. Living with a dog between age 5-15 (Hazard Ratio (HR)=0.61; 95% confidence interval (CI)=0.39-0.95), and a large family size (>3) in the first year of life (HR=0.41; 95% CI=0.22-0.89) were protective against CD onset. Conversely, having a bird at time of survey (HR=2.84; CI=1.37-5.90), and having a sibling with CD (HR=2.07; 95% CI=1.18-3.63) were risk factors for CD onset. We found that owning a dog between age of 5-15 (Odd Ratio(OR)=0.77, 95% CI=0.65-0.90) was significantly associated with LMR, nine taxa bacterial and higher chao1 diversity index. Having a bird at time of survey was significantly associated with FCP (OR=2.04, 95% CI=1.33-3.11). There was no association between large family size and having a CD sibling with gut microbiome, FCP or LMR. Conclusion(s) The study identified four environmental factors associated with future development of CD. Among them, exposure to dogs during early life was protective against CD onset and might be explained by its association with normal gut permeability and microbiome. We also identified that having a bird at recruitment increased risk of CD onset which might be mediated by an increase in subclinical inflammation. Submitted on behalf of the CCC-GEM consortium Disclosure of Interest None Declared
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Affiliation(s)
- M Xue
- Lunenfeld-Tanenbaum Research Institute
| | - W Turpin
- Lunenfeld-Tanenbaum Research Institute
| | - L Haim
- Lunenfeld-Tanenbaum Research Institute
| | - S -H Lee
- Lunenfeld-Tanenbaum Research Institute
| | | | - D Mei
- Dalla Lana School of Public Health, University of Toronto, Toronto
| | - W Xu
- Dalla Lana School of Public Health, University of Toronto, Toronto
| | - O Espin-Garcia
- Dalla Lana School of Public Health, University of Toronto, Toronto
| | | | - D S Guttman
- Department of Cell & Systems Biology, University of Toronto
| | - A M Griffiths
- Paediatrics, The Hospital for Sick Children, Toronto, Canada
| | - H Huynh
- University of Alberta, Alberta
| | - D Turner
- The Hebrew University of Jerusalem, Jerusalem, Israel
| | | | | | | | | | - K Jacobson
- University of British Columbia, Vancouver
| | - D Mack
- Children’s Hospital of Eastern Ontario and University of Ottawa, Ottawa, Canada
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Olivera P, Martinez-Lozano H, Leibovitzh H, Xue M, Xu W, Espin-Garcia O, Madsen K, Meddings J, Guttman D, Griffiths A, Huynh H, Turner D, Panancionne R, Steinhart H, Aumais G, Jacobson K, Mack D, Marshall J, Moayyedi P, Lee SH, Turpin W, Croitoru K. A39 HEALTHY FIRST-DEGREE RELATIVES FROM MULTIPLEX FAMILIES VERSUS SIMPLEX HARBOR A HIGHER RISK OF DEVELOPING CROHN'S DISEASE AND ARE ASSOCIATED WITH SUBCLINICAL INFLAMMATION AND ALTERED MICROBIOME COMPOSITION. J Can Assoc Gastroenterol 2023. [PMCID: PMC9991131 DOI: 10.1093/jcag/gwac036.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/09/2023] Open
Abstract
Background Healthy individuals within families with multiple affected members (multiplex families) with Crohn’s disease (CD) have a notably high risk of developing CD. No large prospective pre-disease cohort has assessed differences in preclinical intestinal inflammation, permeability, fecal microbiome, and genetics in healthy at-risk subjects from multiplex families. Purpose We aimed to assess differences in subclinical gut inflammation, genetic risk, gut barrier function, and fecal microbiota composition between first-degree relatives (FDRs) from families with 2 or more affected members (multiplex) and families with only one affected member (simplex). Also, we aimed to assess the risk of future CD onset in subjects from multiplex versus simplex families. Method We utilized the GEM Project cohort of healthy FDRs of CD patients. Subclinical gut inflammation was assessed using fecal calprotectin (FCP) at recruitment. Gut barrier function was assessed using the lactulose-to-mannitol ratio (LMR). For assessment of the CD-related genetic risk, CD-polygenic risk scores (CD-PRS) were calculated. Microbiome composition was assessed by sequencing fecal 16S ribosomal RNA. Generalized estimating equations logistic regression and LEfSe (PMID: 21702898) were used to assess the associations between multiplex status and different outcomes. A Cox proportional hazards model was used to assess time-related risk of future onset of CD. Result(s) 4385 subjects were included. Median age was 17 [IQR 12-24] years, 52.9% were female, 69.4% were siblings and 30.6% were offspring. 4052 (92.4%) and 333 (7.6 %) were simplex and multiplex subjects, respectively. After adjusting for age, sex, family size, and relation to proband, multiplex status was significantly associated with higher baseline FCP (p=0.038), but was not associated with either baseline LMR or CD-PRS (p=0.19 and p=0.33, respectively). We found no significant differences in alpha diversity (Shannon index) (p=0.57) between simplex and multiplex subjects. Beta diversity analysis assessed by the Bray-Curtis dissimilarity index did not reveal significant differences (R2=3e-04, p=0.607). The genera Eisenbergiella, Eggerthellaceae uncultured, and Morganella, were significantly more abundant in multiplex subjects, whereas Lachnospira, Sutterella, Lachnospiraceae_NK4A136_group, and Lachnospiraceae_UCG_004 less abundant. The risk of CD onset was significantly higher in multiplex subjects. In multivariable analysis, multiplex status at recruitment was associated with increased risk of CD onset (adjusted HR 3.41, 95% CI 1.70-6.87, p=0.00055), after adjusting for demographics, FCP, LMR, and CD-PRS. Conclusion(s) Multiplex status compared to simplex is associated with a 3.4-fold increased risk of CD onset, a higher FCP, and fecal bacterial composition. A comprehensive assessment of environmental factors that increase CD risk in multiplex families remains to be elucidated in future studies. Disclosure of Interest None Declared
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Affiliation(s)
- P Olivera
- Division of Gastroenterology & Hepatology, Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital,Temerty Faculty of Medicine
| | - H Martinez-Lozano
- Division of Gastroenterology & Hepatology, Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital,Temerty Faculty of Medicine
| | - H Leibovitzh
- Division of Gastroenterology & Hepatology, Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital,Temerty Faculty of Medicine
| | - M Xue
- Temerty Faculty of Medicine
| | - W Xu
- Division of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Toronto
| | - O Espin-Garcia
- Division of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Toronto
| | | | - J Meddings
- Department of Medicine, Cumming School of Medicine, Calgary
| | - D Guttman
- Department of Cell & Systems Biology,Centre for the Analysis of Genome Evolution & Function
| | - A Griffiths
- IBD Center, The Hospital for Sick Children, Department of Paediatrics, University of Toronto, Toronto
| | - H Huynh
- Division of Gastroenterology and Nutrition, Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - D Turner
- The Juliet Keidan Institute of Pediatric Gastroenterology and Nutrition, Shaare Zedek Medical Center, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - R Panancionne
- Inflammatory Bowel Disease Clinic, Division of Gastroenterology and Hepatology of Gastroenterology, University of Calgary, Calgary
| | - H Steinhart
- Division of Gastroenterology & Hepatology, Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital,Temerty Faculty of Medicine
| | - G Aumais
- Department of Medicine, Hôpital Maisonneuve-Rosemont, Montreal University, Montreal
| | - K Jacobson
- British Columbia Children's Hospital, British Columbia Children's Hospital Research Institute, University of British Columbia, Vancouver
| | - D Mack
- Division of Gastroenterology, Hepatology & Nutrition, Children's Hospital of Eastern Ontario, University of Ottawa, Ottawa
| | - J Marshall
- Department of Medicine, McMaster University, Hamilton, Canada
| | - P Moayyedi
- Department of Medicine, McMaster University, Hamilton, Canada
| | - S -H Lee
- Division of Gastroenterology & Hepatology, Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital,Temerty Faculty of Medicine
| | - W Turpin
- Division of Gastroenterology & Hepatology, Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital,Temerty Faculty of Medicine
| | - K Croitoru
- Division of Gastroenterology & Hepatology, Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital,Temerty Faculty of Medicine
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Neustaeter A, Lee SH, Xue M, Leibovitzh H, Madsen K, Meddings JB, Espin-Garcia O, Griffiths AM, Moayyedi P, Steinhart AH, Panancionne R, Huynh H, Jacobson K, Aumais G, Mack D, Bernstein C, Marshall JK, Xu W, Turpin W, Croitoru K. A218 ASSOCIATIONS BETWEEN ADHERENCE TO LITERATURE-DERIVED DIETARY INDICES AND PRE-DISEASE BIOMARKERS: IMPLICATIONS FOR CROHN’S DISEASE PREVENTION. J Can Assoc Gastroenterol 2023. [PMCID: PMC9991210 DOI: 10.1093/jcag/gwac036.218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/09/2023] Open
Abstract
Background The incidence of Crohn’s disease (CD) is increasing globally, indicating a significant environmental influence such as diet. A plethora of dietary adherence (DA) patterns exist in the literature: the Mediterranean Diet (MD), Empirical Dietary Inflammatory Pattern (EDIP), Specific Carbohydrate Diet (SCD), and low Fermentable Oligosaccharide, Disaccharide, Monosaccharide, or Polyol diet (FODMAP) are all potential candidates to maintain a reduced level of inflammation, improving gastrointestinal function. Contrary, the Westernized diet (WD) is generally reported as a diet promoting inflammation in humans. Purpose To determine if DA to literature-derived dietary indices in a cohort of first-degree relatives (FDRs) of CD patients can modulate pre-disease biomarkers. Method We used food frequency questionnaire (FFQ) data from 2,696 healthy FDR subjects of the Crohn’s Colitis Canada- Genes, Environment, Microbial (CCC-GEM) project. We rederived each of the following scores using our FFQ data, utilizing originally described methods for the MD, EDIP, SCD, low FODMAP, and WD to obtain DA. Each diet was correlated pairwise via Kendall’s Tau. We fit multivariable regression models to identify the association of DA (top quintile vs remaining) and: i) intestinal permeability using urinary fractional excretion of lactulose to mannitol ratio (LMR), LMR≥0.03 defined abnormal; ii) subclinical inflammation using fecal calprotectin (FCP) measured with BÜHLMANN fCAL® ELISA, FCP≥250µg/g defined inflammation; and iii) fecal microbiome richness and composition using 16S rRNA sequencing. Two-sided p<0.05 for primary and q<0.05 for secondary analysis defined significance. Result(s) There were positive correlations between the MD, SCD, and low FODMAP, these diets negatively correlated with the WD. The EDIP negatively correlated with the SCD and low FODMAP, did not correlate with the MD, and positively correlated with the WD. No diet was associated with abnormal LMR or FCP. Only the SCD was associated with increased microbial richness (q=0.03). All diets were associated with microbial genera: the MD (n=18 taxa, (2.0-7<q-values< 0.04), EDIP (n=9, [2.8-4-0.05]), SCD (n=13, [3.7-11-0.05]), low FODMAP (n=14, [1.3-7-0.05]), and WD (n=1, [0.03]). Conclusion(s) This study shows that literature-derived dietary indices correlate generally with each other, yet none were not associated with abnormal LMR or FCP. However, we found that diet can impact microbiome richness and composition. Thus, it is tempting to speculate that diet is a possible intervention capable of maintain microbiome homeostasis to reduce future risk of CD. Submitted on behalf of the CCC-GEM consortium. Funding Crohn’s and Colitis Canada Genetics Environment Microbial (CCC-GEM) III The Leona M. and Harry B. Helmsley Charitable Trust Kenneth Croitoru is the recipient of the Canada Research Chair in Inflammatory Bowel Disease Disclosure of Interest None Declared
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Affiliation(s)
| | | | - M Xue
- University of Toronto, Toronto
| | | | | | | | | | | | | | | | | | - H Huynh
- University of Alberta, Calgary
| | - K Jacobson
- University of British Columbia, Vancouver
| | | | - D Mack
- University of Ottawa, Ottawa
| | | | | | - W Xu
- University of Toronto, Toronto
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Neustaeter A, Shao J, Xue M, Antonio Hernández Rocha C, Lee SH, Leibovitzh H, Madsen K, Meddings JB, Espin-Garcia O, Griffiths AM, Moayyedi P, Steinhart AH, Panancionne R, Huynh H, Jacobson K, Aumais G, Mack D, Bernstein C, Marshall JK, Xu W, Turpin W, Croitoru K. A238 BILE ACID COMPOSITION AND DIETARY FAT: IMPLICATIONS FOR CROHN’S DISEASE IN A COHORT OF HEALTHY FIRST-DEGREE RELATIVES. J Can Assoc Gastroenterol 2023. [PMCID: PMC9991268 DOI: 10.1093/jcag/gwac036.238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/09/2023] Open
Abstract
Background Crohn’s disease (CD) is a chronic relapsing inflammatory disease of the gastrointestinal tract. The etiology of CD may arise from complex interactions including host genetics, diet, and the intestinal microbiome. Increased consumption of saturated fats, characteristic of the Western diet, is a known risk factor for CD. Dietary fat (DF) is absorbed by the host through the release of primary bile acids (PBAs) and bio-transformed by the microbiome into secondary bile acids (SBAs). Altogether, bile acids (BAs) can act as signaling molecules involved in host immune regulation and potentially in CD onset. Purpose To investigate the relationship between CD risk, BAs, and DF, and evaluate the predictive performance of CD onset of these factors by developing machine learning models. Method We used samples healthy first-degree relatives (FDRs) recruited as part of the Crohn’s Colitis Canada- Genes, Environment, Microbial (GEM) project. Those who developed CD (n=87) were matched 1:4 by age, sex, follow-up time, and geographic location with control FDRs remaining healthy (n=347). Serum, urine, and stool BA were measured using ultrahigh Performance Liquid Chromatography-Tandem Mass Spectroscopy. DF types were derived from food frequency questionnaire data. We used conditional logistic regressions to identify associations between CD onset, BAs (n=93), and DFs (n=9). We further explored the relationships of significant CD-related BAs and DF via Generalized Estimation Equations. Finally, we used a tree-based machine-learning algorithm (XGBoost) with 5-fold cross-validation to assess the prediction performance of CD onset using BA from all sources as well as DF. Two-sided p<0.05 was considered significant. Result(s) In total, 10 of 93 BAs, and two of nine DFs were significantly associated with increased odds of CD onset (p<0.05). Additionally, five BAs were significantly associated with DF (p<0.05). Serum-derived BAs had the best predictive performance for CD, with a mean AUC of 0.70 [95% CI: 0.63;0.76], followed by stool derived BAs with a mean AUC= 0.65 [0.55;0.75], and followed by urine derived Bas with a mean AUC= 0.57 [0.48;0.66]. Lastly DF was not a predictive marker of CD onset with a mean AUC= 0.50 [0.41;0.60]. Conclusion(s) This study suggests that BAs are associated with the pathogenesis of CD and the effects may be influenced by DF. Serum-derived BAs may be able to better predict the risk of CD than other stool or urine derived BA, while DF is not directly implicated in CD risk. Submitted on behalf of the CCC-GEM consortium. Funding Crohn’s and Colitis Canada Genetics Environment Microbial (CCC-GEM) III The Leona M. and Harry B. Helmsley Charitable Trust Kenneth Croitoru is the recipient of the Canada Research Chair in Inflammatory Bowel Diseases The International Organization for the Study of Inflammatory Bowel Diseases (IOIBD) Jingcheng Shao is the recipient of a Data Science Institute Summer Undergraduate Data Science award Disclosure of Interest None Declared
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Affiliation(s)
| | - J Shao
- University of Toronto, Toronto
| | - M Xue
- University of Toronto, Toronto
| | | | | | | | | | | | | | | | | | | | | | - H Huynh
- University of Alberta, Calgary
| | - K Jacobson
- University of British Columbia, Vancouver
| | | | - D Mack
- University of Ottawa, Ottawa
| | | | | | - W Xu
- University of Toronto, Toronto
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Leibovitzh H, Lee S, Xue M, Raygoza Garay J, Hernandez-Rocha C, Madsen K, Meddings J, Guttmen DS, Espin Garcia O, Goethel A, Griffiths A, Moayyedi P, Huynh HQ, Jacobson K, Mack DR, Abreu M, Bernstein CN, Marshall J, Turner D, Xu W, Turpin W, Croitoru K. A238 ALTERED GUT MICROBIOME COMPOSITION AND FUNCTION ARE ASSOCIATED WITH GUT BARRIER DYSFUNCTION IN HEALTHY RELATIVES OF CROHN’S DISEASE PATIENTS. J Can Assoc Gastroenterol 2022. [PMCID: PMC8859348 DOI: 10.1093/jcag/gwab049.237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Background The gut microbiome may play a role in gut barrier homeostasis including epithelial barrier function, but data are scarce and limited to animal studies Aims To assess if alterations in gut microbiome are associated with gut barrier function Methods We utilized the Genetic Environmental Microbial (CCC GEM) cohort of healthy first-degree relatives (FDRs) of Crohn’s disease (CD) patients. Gut barrier function was assessed using the ratio of urinary fractional excretion of lactulose to mannitol (LMR). Stool bacterial DNA was extracted and sequenced for the V4 hypervariable region of the 16S rRNA gene using MiSeq and processed using QIIME2. Microbial functions were imputed using PICRUSt2. The cohort was divided into a North American discovery cohort (n=2,472) and non-North American external validation cohort (n=655). LMR>0.025 was defined as abnormal. LMR-microbiome associations were assessed using multivariable regression model and Random Forest (RF) classifier algorithm. q<0.05 was considered significant when multiple tests were performed Results The median age of the entire cohort was 17.0 years [IQR 12.0; 24.0], 52.6% were females and 25.4% had LMR>0.025. In the discovery cohort, subjects with LMR>0.025 had markedly reduced alpha diversity (Chao1 index, estimate= -0.0037, p=4.0e-04) and altered beta diversity (Bray-Curtis dissimilarity index, PERMANOVA: pseudo-F statistic = 2.99, p=1.0e-03). We identified eight bacterial genera and 52 microbial pathways associated with LMR>0.025 (q<0.05). Four genera (decreased Adlercreutzia [odds ratio(OR)=0.74, 95% confidence interval (CI) 0.6–0.91], Clostridia-UCG-014 [OR=0.71, 95%CI 0.59–0.86], and Clostridium-sensu-stricto-1 [OR=0.75, 95%CI 0.61–0.92] and increased Colidextribacter [OR=1.65, 95%CI 1.2–2.26]) and eight pathways (including decreased biosynthesis of glutamate [OR=0.4, 95%CI 0.21–0.74], tryptophan [OR=0.06, 95%CI 0.01–0.27] and threonine [OR=0.038, 95%CI 0.003–0.41]) were replicated. Bacterial community composition was associated with gut barrier homeostasis as defined by the RF analysis (p= 1.4e-6) Conclusions Gut microbiome community and pathways are associated with gut barrier function. These findings may identify potential microbial targets to modulate barrier function Submitted on behalf of the CCC-GEM Consortium Funding Agencies CCC, CIHRCrohn’s and Colitis Canada Genetics Environment Microbial (CCC-GEM) III; The Leona M. and Harry B. Helmsley Charitable Trust; Kenneth Croitoru is the recipient of the Canada Research Chair in Inflammatory Bowel Diseases
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Affiliation(s)
- H Leibovitzh
- University of Toronto Temerty Faculty of Medicine, Toronto, ON, Canada
| | - S Lee
- University of Toronto Temerty Faculty of Medicine, Toronto, ON, Canada
| | - M Xue
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital, Toronto, ON, Canada
| | - J Raygoza Garay
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital, Toronto, ON, Canada
| | - C Hernandez-Rocha
- University of Toronto Temerty Faculty of Medicine, Toronto, ON, Canada
| | - K Madsen
- University of Alberta, Edmonton, AB, Canada
| | - J Meddings
- University of Calgary Cumming School of Medicine, Calgary, AB, Canada
| | - D S Guttmen
- University of Toronto Department of Cell and Systems Biology, Toronto, ON, Canada
| | - O Espin Garcia
- University of Toronto Dalla Lana School of Public Health, Toronto, ON, Canada
| | - A Goethel
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital, Toronto, ON, Canada
| | - A Griffiths
- The Hospital for Sick Children, Toronto, ON, Canada
| | - P Moayyedi
- McMaster University Department of Medicine, Hamilton, ON, Canada
| | - H Q Huynh
- University of Alberta, Edmonton, AB, Canada
| | - K Jacobson
- BC Children’s Hospital, Vancouver, BC, Canada
| | - D R Mack
- University of Ottawa, Ottawa, ON, Canada
| | - M Abreu
- University of Miami School of Medicine, Miami, FL
| | | | - J Marshall
- McMaster University Medical Centre, Hamilton, ON, Canada
| | - D Turner
- Shaare Zedek Medical Center, Jerusalem, Jerusalem, Israel
| | - W Xu
- University of Toronto Dalla Lana School of Public Health, Toronto, ON, Canada
| | - W Turpin
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital, Toronto, ON, Canada
| | - K Croitoru
- University of Toronto Temerty Faculty of Medicine, Toronto, ON, Canada
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Hernandez-Rocha C, Nayeri S, Turpin W, Borowski K, Stempak J, Silverberg MS. A156 MUCOSA-ASSOCIATED MICROBIOTA OF ILEOCOLONIC CROHN’S DISEASE PATIENTS IS DISTINCT FROM COLONIC CROHN’S DISEASE AND ULCERATIVE COLITIS PATIENTS INDEPENDENT OF BIOPSY SITE, ENDOSCOPIC INFLAMMATION AND HOST GENETICS. J Can Assoc Gastroenterol 2022. [PMCID: PMC8859368 DOI: 10.1093/jcag/gwab049.155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Background Colonic IBD encompassing ulcerative colitis (UC) and isolated colonic Crohn’s disease (cCD) shows significant clinical, therapeutic response and genetic differences compared to ileocolonic CD (icCD). Elucidating the microbial signatures characterizing these subphenotypes could help to understand the causal factors underlying these clinical dissimilarities Aims We compared the mucosal microbial diversity and differential abundance (DA) among disease locations (UC, cCD and icCD) accounting for potential clinical, endoscopic, and genetic confounders Methods Healthy control (HC), UC, cCD and icCD patients (including ileal and ileocolonic involvement) underwent colonoscopy. Biopsy samples were obtained from terminal ileum (TI), ascending colon (AC) and sigmoid colon (SC) for 16s rRNA gene profiling. Patients with prior ileocecal resection, IBD-unclassified and antibiotic exposure within 3 months before colonoscopy were excluded. Endoscopic inflammation was defined as a segmental Mayo endoscopic subscore = 0 in UC and a simple endoscopic score ≤ 2 in CD. A blood sample was drawn for genotyping and a weighted genetic risk score (GRS) was built based on 169 IBD risk variants found in our cohort. Alpha diversity (Chao1) and DA between IBD subphenotypes were compared using a linear mixed-effects model with subjects as random effect and adjusted for biopsy site, endoscopic inflammation, age, sex, and GRS. For DA analysis, the MaAsLin2 protocol was applied. All p-values were corrected by false discovery rate (FDR) with < 0.05 considered significant Results A total of 199 IBD patients and 44 HC with a mean age of 37.2 ± 14 were recruited. Of these, 113 (46.5%) were female. At colonoscopy, 535 biopsy samples (TI = 178, AC = 123 and SC = 234) were obtained. Considering disease location, 254, 55 and 148 samples were obtained from UC, cCD and icCD patients, respectively. A total of 168 samples (31.4%) showed endoscopic inflammation. Alpha diversity was significantly reduced in icCD when compared to either HC, UC or cCD. MaAsLin2 identified that the genera Agathobacter and Faecalibacterium, as well as the family Ruminococacceae and the order Oscillospirales were significantly reduced in icCD when compared to either HC, UC or cCD. These findings were independent of age, sex, endoscopic inflammation, biopsied site, and GRS. UC and cCD did not show differences in their microbial profile Conclusions Mucosal samples from UC and cCD patients showed marked similarities in their microbial profile while icCD is characterized by a significant decrease in diversity and beneficial microbes. These data suggest that disease location is the main driver of the mucosal microbial landscape independent of IBD GRS Funding Agencies NoneNIDDK IBD Genetics Consortium
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Affiliation(s)
- C Hernandez-Rocha
- Zane Cohen Centre for Digestive Diseases, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
| | - S Nayeri
- Zane Cohen Centre for Digestive Diseases, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
| | - W Turpin
- Zane Cohen Centre for Digestive Diseases, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
| | - K Borowski
- Zane Cohen Centre for Digestive Diseases, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
| | - J Stempak
- Zane Cohen Centre for Digestive Diseases, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
| | - M S Silverberg
- Zane Cohen Centre for Digestive Diseases, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
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Neustaeter A, Timpano J, Lee S, Xue M, Leibovitzh H, Madsen K, Meddings J, Espin-Garcia O, Goethel A, Griffiths A, Moayyedi P, Steinhart H, Panaccione R, Huynh HQ, Jacobson K, Aumais G, Mack DR, Bernstein CN, Marshall J, Xu W, Turpin W, Croitoru K. A157 DEFINITIONS OF MEDITERRANEAN DIET INCONSISTENTLY ASSOCIATE WITH MARKERS OF GUT BARRIER FUNCTION OR SUBCLINICAL INFLAMMATION IN A POPULATION-BASED COHORT. J Can Assoc Gastroenterol 2022. [PMCID: PMC8859210 DOI: 10.1093/jcag/gwab049.156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
The Mediterranean Diet (MD) is proposed to reduce the risk of Crohn’s disease (CD) onset in cohort studies, with inconsistent results. This inconsistency may be due to heterogeneity in defining MD scores. Additionally, relationships between MD compliance and intestinal permeability or sub-clinical inflammation are not defined.
Aims
We examined correlations between different MD scores, and determined associations between MD compliance and intestinal permeability or subclinical inflammation in a cohort of first degree relatives of CD patients.
Methods
We used food frequency questionnaire data from 2,112 subjects of the Crohn’s Colitis Canada- Genes, Environment, Microbial (CCC-GEM) project. We obtained 12 MD definitions from the literature and calculated daily percent compliance, we further compared MD scores via pairwise correlations (Kendall’s Tau). We measured intestinal permeability via urinary fractional excretion ratio of lactulose to mannitol (LMR) (LMR≥0.03 defined abnormal), and subclinical inflammation via fecal calprotectin (FCP) measured with BÜHLMANN fCAL® ELISA (FCP≥250 defined abnormal). We fit multivariable regression models between MD compliance and abnormal LMR and FCP, respectively. Two-sided p<0.05 defined significance.
Results
There was large variation in cross-correlations among MD scores, from nil (t=0.0, p=0.54) to highly significant (t=0.97, p<2.2e-16). Associations of MD compliance and abnormal LMR or FCP were in both directions of effect, largely non-significant. Of the 12 MD scores, none associated with abnormal LMR, while 4 associated with abnormal FCP-Odds Ratios =1.22, 1.23, 1.24, and 1.30; p=0.02, 0.02, 0.01, and 0.009, and 95% Confidence Intervals = [1.03,1.45], [1.04,1.45], [1.05,1.47], and [1.07,1.59] respectively. No diet remained significant after correcting for multiple testing.
Conclusions
Currently MD definitions vary widely. Despite discrepancies, we expected consistent directions of effect for MD compliance on LMR or FCP. The largely non-significant associations between MDs suggest limitations in definition, interpretation, and relation to biological outcomes.
Submitted on behalf of the CCC-GEM consortium.
Funding Agencies
CIHRCrohn’s and Colitis Canada Genetics Environment Microbial (CCC-GEM) III;The Leona M. and Harry B. Helmsley Charitable Trust; Justine Timpano is a recipient of a fellowship award from Mount Sinai Hospital; Kenneth Croitoru is the recipient of the Canada Research Chair in Inflammatory Bowel Diseases
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Affiliation(s)
- A Neustaeter
- Mount Sinai Hospital, Joseph and Wolf Lebovic Health Complex, Zane Cohen Centre for Digestive Diseases, Toronto, ON, Canada
| | - J Timpano
- Mount Sinai Hospital, Joseph and Wolf Lebovic Health Complex, Zane Cohen Centre for Digestive Diseases, Toronto, ON, Canada
| | - S Lee
- Mount Sinai Hospital, Joseph and Wolf Lebovic Health Complex, Zane Cohen Centre for Digestive Diseases, Toronto, ON, Canada
| | - M Xue
- Mount Sinai Hospital, Joseph and Wolf Lebovic Health Complex, Zane Cohen Centre for Digestive Diseases, Toronto, ON, Canada
| | - H Leibovitzh
- Mount Sinai Hospital, Joseph and Wolf Lebovic Health Complex, Zane Cohen Centre for Digestive Diseases, Toronto, ON, Canada
| | - K Madsen
- University of Alberta, Edmonton, AB, Canada
| | - J Meddings
- Medicine, University of Calgary, Calgary, AB, Canada
| | - O Espin-Garcia
- Immunology, University of Toronto, Faculty of Medicine, Toronto, ON, Canada
| | - A Goethel
- Mount Sinai Hospital, Joseph and Wolf Lebovic Health Complex, Zane Cohen Centre for Digestive Diseases, Toronto, ON, Canada
| | - A Griffiths
- Hospital for Sick Children, Toronto, ON, Canada
| | - P Moayyedi
- McMaster University, Hamilton, ON, Canada
| | - H Steinhart
- Department of Gastroenterology, Mount Sinai Hospital, Toronto, ON, Canada
| | - R Panaccione
- Medicine, University of Calgary, Calgary, AB, Canada
| | - H Q Huynh
- Pediatrics, University of alberta, Edmonton, AB, Canada
| | - K Jacobson
- BC Children’s Hospital, Vancouver, BC, Canada
| | - G Aumais
- Hopital Maisonneuve-Rosemont, Montreal, QC, Canada
| | - D R Mack
- Children’s Hospital of Eastern Ontario, Ottawa, ON, Canada
| | - C N Bernstein
- McMaster University Medical Centre, Hamilton, ON, Canada
| | - J Marshall
- Immunology, University of Toronto, Faculty of Medicine, Toronto, ON, Canada
| | - W Xu
- Mount Sinai Hospital, Joseph and Wolf Lebovic Health Complex, Zane Cohen Centre for Digestive Diseases, Toronto, ON, Canada
| | - W Turpin
- Mount Sinai Hospital, Joseph and Wolf Lebovic Health Complex, Zane Cohen Centre for Digestive Diseases, Toronto, ON, Canada
| | - K Croitoru
- Mount Sinai Hospital, Toronto, ON, Canada
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8
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Lee S, Raygoza Garay J, Turpin W, Smith MI, Goethel A, Griffiths A, Moayyedi P, Espin-Garcia O, Aumais G, Bernstein CN, Avni-Biron I, Cino M, Deslandres C, Dotan I, El-Matary W, Feagan BG, Guttmen DS, Huynh HQ, Hyams J, Jacobson K, Mack DR, Marshall J, Otley A, Panaccione R, Silverberg MS, Steinhart H, Turner D, Xu W, Croitoru K. A236 ASSOCIATION OF STOOL METABOLOMIC PROFILE AND MICROBIOME COMPOSITION RISK SCORE WITH FUTURE ONSET OF CROHN’S DISEASE. J Can Assoc Gastroenterol 2022. [PMCID: PMC8859353 DOI: 10.1093/jcag/gwab049.235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Background
Microbial composition-based risk score (MRS) was recently developed and validated to predict future risk of developing Crohn’s disease (CD) among healthy first-degree relatives (FDR) of CD patients. We hypothesized that stool metabolomic profiles, some of which are linked to the gut microbiome, are associated with future risk of CD.
Aims
To assess the association of stool metabolomic profile with onset of CD and to determine the correlation between stool metabolites and the MRS
Methods
Healthy FDR of CD patients were recruited as part of the nested case-control cohort of the CCC-GEM Project. Healthy FDRs who later developed CD (n=56) were matched approximately 1:1 by age, sex, follow-up duration, and geographical location with control FDRs remaining healthy (n=66). Stool metabolomics were assessed using the Metabolon’s DiscoveryHD4™ platform, and the stool microbiome characterised by 16s rDNA amplicon sequencing. We fitted a multivariable conditional logistic regression model on the disease status as a function of individual stool metabolites. We additionally performed Spearman correlation between each stool metabolite and the MRS.
Results
Among 1,029 stool metabolites that were analyzed, 79 were associated with future risk of CD (p<0.05); however, none remained significant after multiple testing correction (FDR correction). Considering the exploratory nature of this study with limited sample size, we focused on the top seven metabolites associated with CD onset (p<0.01). Of these, two stool metabolites (dimethylglycine, methylmyristate) were associated with increased risk of CD onset while five (cytosine, guanine, cytidine, hydroxyglutarate, nervonate) were associated with decreased risk of developing CD. The two metabolites positively associated with CD onset were positively correlated with the MRS, while the five metabolites negatively associated with CD onset, were negatively correlated with the MRS. Meanwhile, 24 stool metabolites had significant correlation with MRS (FDR-corrected p<0.2). Among those, a total of four stool metabolites (cytosine, guanine, methymyristate, cytidine) overlapped with the top seven stool metabolites associated with CD onset.
Conclusions
Stool metabolite profiles may predict future risk of CD. A subset of these metabolites have significant correlation with the MRS with consistent direction of effect. This may suggest that stool metabolites mediate the putative effect of the gut microbiome on CD risk. Further validation in the full GEM cohort is warranted.
Funding Agencies
CCC, CIHRThe Leona M. and Harry B. Helmsley Charitable Trust; Kenneth Croitoru is the recipient of the Canada Research Chair in Inflammatory Bowel Diseases; Sun-Ho Lee is a recipient of the Imagine/ CIHR/CAG Fellowship Award; Sun-Ho Lee, Juan Antonio Raygoza Garay, and Williams Turpin are recipients of fellowship awards from the Department of Medicine, Mount Sinai Hospital, Toronto, Canada.
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Affiliation(s)
- S Lee
- Department of Gastroenterology, Mount Sinai Hospital, Toronto, ON, Canada
| | - J Raygoza Garay
- Department of Gastroenterology, Mount Sinai Hospital, Toronto, ON, Canada
| | - W Turpin
- Department of Gastroenterology, Mount Sinai Hospital, Toronto, ON, Canada
| | - M I Smith
- Department of Gastroenterology, Mount Sinai Hospital, Toronto, ON, Canada
| | - A Goethel
- Department of Gastroenterology, Mount Sinai Hospital, Toronto, ON, Canada
| | - A Griffiths
- Hospital for Sick Children, Toronto, ON, Canada
| | - P Moayyedi
- McMaster University, Hamilton, ON, Canada
| | - O Espin-Garcia
- University of Toronto Dalla Lana School of Public Health, Toronto, ON, Canada
| | - G Aumais
- Hopital Maisonneuve-Rosemont, Montreal, QC, Canada
| | | | | | - M Cino
- Toronto Western Hospital, Toronto, ON, Canada
| | - C Deslandres
- Service de gastro-entérologie, CHU Sainte-Justine, Montréal, QC, Canada
| | - I Dotan
- Rabin Medical Center, Petah Tikva, Israel
| | | | - B G Feagan
- Western University Schulich School of Medicine & Dentistry, London, ON, Canada
| | | | - H Q Huynh
- Pediatrics, University of alberta, Edmonton, AB, Canada
| | - J Hyams
- Connecticut Children’s Medical Center, Hartford, CT
| | - K Jacobson
- BC Children’s Hospital, Vancouver, BC, Canada
| | - D R Mack
- Children’s Hospital of Eastern Ontario, Ottawa, ON, Canada
| | - J Marshall
- McMaster University Medical Centre, Hamilton, ON, Canada
| | - A Otley
- Pediatrics, Dalhousie University, Halifax, NS, Canada
| | | | - M S Silverberg
- Department of Gastroenterology, Mount Sinai Hospital, Toronto, ON, Canada
| | - H Steinhart
- Department of Gastroenterology, Mount Sinai Hospital, Toronto, ON, Canada
| | - D Turner
- Shaare Zedek Medical Center, Jerusalem, Jerusalem, Israel
| | - W Xu
- University of Toronto Dalla Lana School of Public Health, Toronto, ON, Canada
| | - K Croitoru
- Department of Gastroenterology, Mount Sinai Hospital, Toronto, ON, Canada
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9
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Galipeau HJ, CAMINERO FERNANDEZ A, Turpin W, Bermudez-Brito M, Santiago A, Libertucci J, Constante M, Raygoza Garay J, Rueda GH, Clarizio AV, Smith MI, Surette M, Bercik P, Croitoru K, Verdu E. A29 NOVEL FECAL BIOMARKERS THAT PRECEDE CLINICAL DIAGNOSIS OF ULCERATIVE COLITIS. J Can Assoc Gastroenterol 2021. [DOI: 10.1093/jcag/gwab002.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Background
Altered gut microbiota composition and function has been associated with inflammatory bowel diseases (IBD) including ulcerative colitis (UC), but causality and mechanisms remain unknown. Most studies have examined patients with active or treated disease and little is known about microbial compositional or functional changes that occur before disease onset.
Aims
We studied a longitudinal cohort of subjects at risk for IBD to define the fecal microbial composition and function in subjects prior to UC onset (pre-UC) and at diagnosis (post-UC), and in matched at-risk subjects that remained healthy.
Methods
Fecal samples were collected from healthy individuals at-risk for IBD (pre-UC; n=13) and subjects were followed longitudinally until UC diagnosis (post-UC, n=9), at which point another fecal sample was collected. Fecal samples from a cohort of matched at-risk individuals that did not develop UC were used as healthy controls (n=48). We applied 16S rRNA gene sequencing, next generation shotgun sequencing, in vitro proteolytic assays and gnotobiotic colonizations to define the microbial composition and proteolytic function in fecal samples.
Results
The microbiota of post-UC subjects clustered separately from pre-UC and HC subjects, based on bray-curtis and unweighted UniFrac, had reduced alpha-diversity, and had reduced abundance of Aldercreutzia compared to pre-UC and HC. In vitro functional analysis revealed increased fecal proteolytic and elastase activity in pre-UC and post-UC samples compared to HC. Metagenomics identified pathways and gene families related to protein metabolism and proteases/peptides that were significantly different between HC and pre-UC samples, suggesting a bacterial component to the pre-UC proteolytic signature. Elastase activity inversely correlated with the relative abundance of Adlercreutzia, and other potentially beneficial taxa, and directly correlated with Bacteroides vulgatus, a known proteolytic taxon. High elastase activity was confirmed in Bacteroides isolates from fecal samples. Bacterial contribution and functional significance of the proteolytic signature was investigated in germ-free adults and litters born from dams colonized with HC, pre-UC or post-UC microbiota. Mice colonized with pre-UC microbiota at adulthood or neonatally developed higher fecal proteolytic activity and an inflammatory immune tone compared with HC colonized mice.
Conclusions
We have identified increased fecal proteolytic activity that precedes clinical diagnosis of UC and associates with gut microbiota changes. This may constitute a non-invasive biomarker of inflammation to monitor at-risk populations that can be targeted therapeutically with anti-proteases.
Funding Agencies
CAG, CCC, CIHR
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Affiliation(s)
- H J Galipeau
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - A CAMINERO FERNANDEZ
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - W Turpin
- University of Toronto, Toronto, ON, Canada
| | - M Bermudez-Brito
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - A Santiago
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - J Libertucci
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - M Constante
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | | | - G H Rueda
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - A V Clarizio
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - M I Smith
- Zane Cohen Centre for Digestive Diseases, Mount Sinai, Toronto, ON, Canada
| | - M Surette
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - P Bercik
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - K Croitoru
- Zane Cohen Centre for Digestive Diseases, Mount Sinai, Toronto, ON, Canada
| | - E Verdu
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
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10
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Santiago Badenas A, Libertucci J, Turpin W, Galipeau HJ, Croitoru K, Caminero Fernandez A, Verdu E. A210
ADLERCREUTZIA IS DEPLETED IN UC PATIENTS, EVEN BEFORE CLINICAL DIAGNOSIS, AND INVERSELY CORRELATES WITH FECAL ELASTOLYTIC ACTIVITY. J Can Assoc Gastroenterol 2020. [DOI: 10.1093/jcag/gwz047.209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background
A combination of genetics, environmental, and immune factors contribute to the development of ulcerative colitis (UC). Host proteolytic imbalance has been reported in active UC. Preliminary results from our lab suggest microbial proteolytic activity is increased before as well as after onset of UC, and transfer of this activity to mice contributes to inflammation.
Aims
Our aim was to correlate the elastolytic activity of fecal samples from individuals at risk for IBD, before and after onset of ulcerative colitis, with their fecal microbiota profiles
Methods
We first investigated proteolytic activity in fecal samples from individuals at risk to develop UC (pre-UC, n=12) prior to disease onset and after UC diagnosis (post-UC, n=7) and matched healthy controls (n=66). Microbial community analysis was performed by sequencing the V4 region of the 16S rRNA gene region using Illumina MiSeq platform. Sequences were analyzed with QIIMEv1.9.0. We measured bacterial proteolytic activity, using a FITC-elastin assay.
Results
Microbial community analysis revealed that the overall diversity (both richness and evenness) in UC patients was decreased compared to healthy controls as well as pre-UC patients. The relative abundance of the genus Adlercreutzia was decreased by 3.1 fold in pre-UC patients compared to healthy controls and was further decreased in post-UC (3.8 fold). The presence of Adlercreutzia was also found to be negatively correlated (r=-0.47, p<0.0001) with elastolytic activity in stool supernatant, suggesting a possible protective role in the disease.
Conclusions
We found novel potentially protective bacteria, Adlercreutzia, which was depleted in UC patients, even before clinical diagnosis and correlated negatively with proinflammatory elastolytic activity described previously in IBD. The protective mechanisms are under investigation.
On behalf of the CCC-GEM Project consortiumand Supported by a CCC GIA to EFV
Funding Agencies
CCC
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Affiliation(s)
| | - J Libertucci
- Biochemistry and Biomedical Sciences, McMaster University, Hamilton, ON, Canada
| | - W Turpin
- University of Toronto, Toronto, ON, Canada
| | - H J Galipeau
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - K Croitoru
- Mount Sinai Hospital, Toronto, ON, Canada
| | - A Caminero Fernandez
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - E Verdu
- McMaster University, Hamilton, ON, Canada
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11
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Hernandez-Rocha C, Borowski K, Turpin W, Smith M, Stempak J, Silverberg MS. A9 BACTERIAL BILE SALT HYDROLASE GENE ABUNDANCE IS ASSOCIATED WITH RORC GENE EXPRESSION IN INTESTINAL MUCOSA OF INFLAMMATORY DISEASE PATIENTS. J Can Assoc Gastroenterol 2020. [DOI: 10.1093/jcag/gwz047.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
The role of gut microbes involved in bile acid metabolism and their impact on mucosal immune regulation is beginning to be appreciated. For instance, changes in microbial bile salt hydrolase (BSH) activity which deconjugates bile acids in the gastrointestinal tract of gnotobiotic mice, significantly alters gene expression patterns of immune-related genes in ileum. Moreover, bile acid dysmetabolism may participate in the chronic inflammation loop of Inflammatory bowel disease (IBD).
Aims
We carried out an integrated mucosal microbiome-transcriptome analysis to elucidate associations between microbial bile-acid metabolizing function and host gene expression.
Methods
Crohn’s disease (CD), ulcerative colitis (UC) and IBD unclassified (IBDU) patients were recruited prior to scheduled colonoscopy performed as part of clinical care. Only patients with non-inflamed mucosa defined as a segmental simple endoscopic score 0–2 in CD and a segmental Mayo endoscopic score of 0 in UC/IBDU were included in this analysis to minimize the effect of inflammation on gene expression. Biopsy samples were obtained from terminal ileum, ascending colon and sigmoid colon, and microbial DNA and human RNA was extracted. V4 region of 16S rRNA gene was sequenced and the relative abundance of bile acid-metabolizing genes was inferred using PICRUSt. RNA-seq was used to sequence total human RNA and a supervised transcript reduction analysis focus upon 65 genes previously associated with bile acid metabolism and IBD was utilized. Associations between microbiome clusters of orthologous groups (COGs), transcriptome, diagnosis (CD vs UC/IBDU), and biopsy site were analyzed using linear mixed-effects model with lmer4 function in R. An adjusted-p value after false discovery rate correction < 0.05 was considered significant.
Results
A total of 126 samples from 86 subjects were analyzed corresponding to 35 CD and 51 UC/IBDU. Mean age for the total cohort was 34.7 ± 11 years and 35 (40.6%) were females. There was a significant negative correlation between relative abundance of bacterial bsh genes (COG3049) and human RORC gene (p < 0.03). This association was independent of type of diagnosis and biopsy site. There was no association among other analyzed bacterial COGs and host genes.
Conclusions
Using an integrative microbiome-host transcriptome approach, our data provide new evidence linking microbial bile acid deconjugation (bsh genes) and host gene expression in the mucosal-luminal interface in quiescent IBD-affected tissue. Nuclear receptor RORC is pivotal in the differentiation and function of innate lymphoid cells and T-helper 17 cells. Modulation of this pathway by bile acids or gut bacteria involved in their metabolism could shed light on the immune role of bile acids in IBD patients.
Funding Agencies
CAG, CIHRNational Institute of Diabetes and Digestive and Kidney Diseases (NIDDK)
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Affiliation(s)
- C Hernandez-Rocha
- Division of Gastroenterology, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - K Borowski
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
| | - W Turpin
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
| | - M Smith
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
| | - J Stempak
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
| | - M S Silverberg
- Division of Gastroenterology, Department of Medicine, University of Toronto, Toronto, ON, Canada
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12
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Lee S, Shestopaloff K, Espin-Garcia O, Turpin W, Raygoza Garay J, Power N, Smith M, Silverberg M, Xu W, Paterson AD, Croitoru K. A221 CROHN’S DISEASE POLYGENIC RISK SCORE IS ASSOCIATED WITH FECAL CALPROTECTIN CONCENTRATION IN ASYMPTOMATIC FIRST-DEGREE RELATIVES OF CROHN’S DISEASE PATIENTS. J Can Assoc Gastroenterol 2020. [DOI: 10.1093/jcag/gwz047.220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
Fecal calprotectin concentration (FC), a measure of gut inflammation is reported to be significantly higher in healthy first-degree relatives (FDR) of Crohn’s disease (CD) patients compared to healthy controls. In contrast, FC in spouses of CD patients was not significantly different from controls, suggesting that a genetic predisposition rather than a shared environmental factor affects FC.
Aims
We investigated the genetic association with FC in healthy FDRs of CD patients. Notably, these subjects are known to be enriched with CD risk alleles.
Methods
We investigated 1455 healthy Caucasian FDRs of CD patients from the GEM Project. Subjects were genotyped by HumanCoreEXOME chip and ImmunoChip platforms and then imputed by the Haplotype Reference Consortium v1.1 panel (Michigan Imputation Server). SNPs with a minor allele frequency<5% were removed. FC was measured using BUHLMANN ELISA kit. Heritability was estimated using a pedigree based SOLAR program and a SNP-based GCTA software. Genome wide association of FC was tested using the GEE framework that accounts for family clusters, age, sex, first 3 genetic principal components and multiplex family status (≥2 FDRs diagnosed with CD). In addition, CD-polygenic risk scores were derived based on summary statistics and imputed SNPs from a recent GWAS by pruning and thresholding (P+T) and LDPred algorithm (PMID:31002795).
Results
Among 1455 subjects, 45.2% were male, median age was 19 years (IQR 13–26), 8.8% were from multiplex families, and median FC was 52 mg/kg (IQR 31–87; 20.8% had FC>100). We estimated the heritability of FC to be 27% (27.1%, standard error=9%, p<0.001 by pedigree approach; 27.9%, SE=12%, p<0.001 by SNP approach). An untargeted GWAS failed to show any significant association with FC (i.e. p<5x10-8). The lowest p value was obtained for rs224631 (p=5x10-7). Strikingly, an increase in CD polygenic risk scores was significantly associated with an increase of FC (p=5.2x10-5 with P+T method).
Conclusions
We demonstrate that FC concentration is a heritable trait in unaffected FDRs of CD patients. Although the association between genetic variants with FC did not reach GWAS significance, CD-polygenic risk score, which incorporates small effect size CD-associated SNPs, was significantly associated with FC concentrationin this cohort. Our results suggest that FC concentration is influenced genetically with contributions from CD-associated SNPs in unaffected FDRs of CD probands. It remains to be determined if the genetic influence to FC concentration is dependent/independent with the future development of CD.
Submitted on behalf of The CCC-GEM Project research team
Funding Agencies
CCCHelmsley Charitable Trust/ Mount Sinai Hospital Fellowship Award
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Affiliation(s)
- S Lee
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - K Shestopaloff
- Division of Biostatistics, Dalla Lana School of Public Health, Toronto, ON, Canada
| | - O Espin-Garcia
- Division of Biostatistics, Dalla Lana School of Public Health, Toronto, ON, Canada
| | - W Turpin
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - J Raygoza Garay
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - N Power
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - M Smith
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - M Silverberg
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - W Xu
- Division of Biostatistics, Dalla Lana School of Public Health, Toronto, ON, Canada
| | - A D Paterson
- Division of Biostatistics, Dalla Lana School of Public Health, Toronto, ON, Canada
| | - K Croitoru
- Department of Medicine, University of Toronto, Toronto, ON, Canada
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13
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Raygoza Garay J, Turpin W, Smith M, Goethel A, Guttman DS, Croitoru K. A17 ASSOCIATION BETWEEN HOST INFLAMMATION-RELATED PROTEOMICS AND GUT MICROBIOME IN HEALTHY FIRST-DEGREE RELATIVES OF CROHN’S DISEASE PATIENTS. J Can Assoc Gastroenterol 2020. [DOI: 10.1093/jcag/gwz047.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
Crohn’s disease (CD) is a chronic inflammatory condition of the gastrointestinal tract. It has been suggested that the cause of CD is due to microbial and environmental factors that induce an imbalance of the immune system in genetically susceptible individuals. The Genetic Environmental Microbial (GEM) Project is a prospective study of asymptomatic first-degree relatives (FDR) of CD patients, recruited to understand the biological and environmental determinants of disease development.
Aims
Here, we aim to define the relationships between the host inflammation-related proteomics and gut microbiome composition in a cohort of 320 healthy CD FDRs at the time of recruitment.
Methods
We measured 92 inflammation-related serum proteins using the Olink® ’Inflammation’ proteomics panel. Stool microbial composition was determined by sequencing the V4 region of the 16S rRNA. To assess the relationship between serum protein levels and the relative abundance of microbial taxa, we used a zero-inflated two-part regression model corrected for multiple-comparisons (significant association at p< 2.75 × 10–4).
Results
We found fifteen serum proteins that were each significantly associated with the relative abundances of one to five genera or families, depending on the analyte. Of particular interest to CD, the relative abundance of both TNF-β and LIGHT (TNFSF14) were negatively associated with the relative abundance of bacteria in the Parabacteroides genus. Both TNF-β and LIGHT are members of the Tumor Necrosis Factor (TNF) family of cytokines with roles in mucosal healing, IgA production, and in control of innate lymphoid cells (ILCs). These processes have been hypothesized to have critical roles in CD pathology. Interestingly, prior work also demonstrates that Parabacteroides distasonis enhanced colitis in a mouse model and was isolated from a gut wall-cavitating microlesion in a patient with severe CD. Other inflammation-related proteins with significant taxa associations include IL-2, IL-33, OSM, 4E_BP1, IL-1α, ARTN, AXIN1, and CDCP1.
Conclusions
This study highlights the associations between inflammation associated proteomics and gut microbial taxa in asymptomatic FDRs of CD patients. The mechanisms explaining this association will require further analysis.
Funding Agencies
CCC The Leona M. and Harry B. Helmsley Charitable Trust
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Affiliation(s)
| | - W Turpin
- University of Toronto, Toronto, ON, Canada
| | - M Smith
- Medicine, University of Toronto, Toronto, ON, Canada
| | - A Goethel
- Immunology, University of Toronto, Faculty of Medicine, Toronto, ON, Canada
| | - D S Guttman
- Medicine, University of Toronto, Toronto, ON, Canada
| | - K Croitoru
- Mount Sinai Hospital, Toronto, ON, Canada
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14
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Galipeau HJ, Turpin W, Caminero Fernandez A, Santiago A, Libertucci J, Bermudez-Brito M, Armstrong S, Bedrani L, Croitoru K, Verdu E. A35 MICROBIAL PROTEOLYTIC SIGNATURE IN ULCERATIVE COLITIS INDUCES AN INFLAMMATORY SIGNATURE IN MICROBIOTA-HUMANIZED MICE. J Can Assoc Gastroenterol 2020. [DOI: 10.1093/jcag/gwz047.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background
Altered gut microbiota composition has been associated with inflammatory bowel diseases (IBD) including ulcerative colitis (UC), but causality and bacterially-driven mechanisms, are unclear. Proteases within the gastrointestinal tract play a critical role in maintaining homeostasis and are tightly regulated by anti-proteases. Host-derived proteolytic imbalances have been described in IBD, including UC, however, the role of intestinal microbiota as a source of proteases and anti-proteases has largely been ignored.
Aims
To study microbial proteolytic activity and intestinal microbiota profiles in a cohort of individuals at-risk for IBD, and in those individuals that develop UC at follow-up.
Methods
Fecal samples were collected from healthy individuals at-risk for IBD and who went on to develop UC (pre-UC; n=14) and again after UC diagnosis (post-UC, n=10). Fecal samples from matched at-risk individuals that did not develop UC were used as healthy controls (n=52). Overall fecal proteolytic and elastolytic activity was measured. We performed metagenomics sequencing in 4 UC subjects (pre and post) and 4 matched HC using Illumina Hi-Seq from stool DNA. To investigate bacterial origin and functional significance, pregnant germ-free (GF) mice were colonized with a fecal sample from a selected UC subject (pre and post) and a matched HC. Naturally colonized litters were followed for 12 weeks, after which proteolytic activities and signs of inflammation were measured.
Results
Fecal proteolytic and elastase activity was increased in pre- and post-UC samples compared to HCs. Metagenomics revealed over 20k genes were significantly different between HC and pre-UC samples, and of these, 440 related to proteases and peptidases. Increased fecal proteolytic activity, higher lipocalin levels, and increased colonic polymorphonuclear cells in colonic H&E sections was observed in pre- and post-UC colonized mice compared to HC colonized mice. Mice colonized with pre-UC microbiota showed increased mRNA expression of genes linked to immunological disease, antimicrobial and inflammatory responses (ie. Tlr2, Tlr5, Nod2, and Il1b) as compared to HC colonized mice.
Conclusions
These results suggest increased fecal proteolytic activity is observed prior to the onset and clinical diagnosis of UC in patients at-risk for IBD, and upon transfer to mice born from colonized GF dams, low-grade inflammation develops. These pathways could be developed as novel non-invasive biomarkers to monitor at-risk populations. Submitted on behalf of the CCC-GEM Project consortium. Supported by CCC GIA to EF Verdu
Funding Agencies
CCC
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Affiliation(s)
- H J Galipeau
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - W Turpin
- University of Toronto, Toronto, ON, Canada
| | - A Caminero Fernandez
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - A Santiago
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - J Libertucci
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - M Bermudez-Brito
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - S Armstrong
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - L Bedrani
- University of Toronto, Toronto, ON, Canada
| | - K Croitoru
- Mount Sinai Hospital, Toronto, ON, Canada
| | - E Verdu
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
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15
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Goethel A, Turpin W, Rouquier S, Zanello G, Robertson SJ, Streutker CJ, Philpott DJ, Croitoru K. Nod2 influences microbial resilience and susceptibility to colitis following antibiotic exposure. Mucosal Immunol 2019; 12:720-732. [PMID: 30651577 DOI: 10.1038/s41385-018-0128-y] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2018] [Revised: 12/05/2018] [Accepted: 12/16/2018] [Indexed: 02/04/2023]
Abstract
Inflammatory bowel disease (IBD) etiology involves genetic susceptibility, environmental triggers, and the gut microbiome. Antibiotic exposure is associated with IBD, both in early life and adulthood. Here, we investigated whether Nod2-deficiency influenced response of the gut microbiota to antibiotics and subsequent colitis susceptibility. Wild-type and Nod2-/- littermate mice were treated with amoxicillin as adults or neonates, and fecal samples were collected for 16S rRNA sequencing. Five weeks after antibiotic exposure, dextran sulfate sodium (DSS) colitis was induced. Antibiotic treatment altered the microbiota of adult WT and Nod2-/- mice, but recovery was delayed in Nod2-/- mice. Neonatal antibiotic treatment significantly changed the microbiota at weaning in WT and Nod2-/- littermates; however, Nod2-/- mice maintained reduced microbial diversity 14 days after cessation of antibiotics. Although treatment of adult mice did not influence susceptibility to colitis, neonatally treated Nod2-/- mice developed a more severe colitis. Moreover, the colitis phenotype was transferable through fecal transplantation into germ-free Nod2-/- recipients, and was associated with changes in intestinal T cells and the cytokine milieu following inflammation. These data demonstrate that neonatal antibiotic exposure has long-lasting influence on the microbiota and mucosal immunity, and may explain how NOD2 contributes to the risk of intestinal inflammation.
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Affiliation(s)
- A Goethel
- Department of Immunology, University of Toronto, Toronto, ON, M5S 1A8, Canada.,Zane Cohen Centre for Digestive Diseases, The Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, M5T 3L9, Canada
| | - W Turpin
- Zane Cohen Centre for Digestive Diseases, The Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, M5T 3L9, Canada.,Department of Medicine, University of Toronto, Toronto, ON, M5S 1A8, Canada
| | - S Rouquier
- Department of Medicine, University of Toronto, Toronto, ON, M5S 1A8, Canada
| | - G Zanello
- Department of Medicine, University of Toronto, Toronto, ON, M5S 1A8, Canada
| | - S J Robertson
- Department of Immunology, University of Toronto, Toronto, ON, M5S 1A8, Canada
| | - C J Streutker
- St. Michael's Hospital, Toronto, ON, M5B 1W8, Canada
| | - D J Philpott
- Department of Immunology, University of Toronto, Toronto, ON, M5S 1A8, Canada
| | - K Croitoru
- Department of Immunology, University of Toronto, Toronto, ON, M5S 1A8, Canada. .,Zane Cohen Centre for Digestive Diseases, The Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, M5T 3L9, Canada. .,Department of Medicine, University of Toronto, Toronto, ON, M5S 1A8, Canada. .,Division of Gastroenterology, Mount Sinai Hospital, Toronto, ON, M5G 1X5, Canada.
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16
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Hernandez Rocha CA, Borowski K, Turpin W, Kabakchiev B, Boland K, Bedrani L, Stempak J, Smith M, Nguyen GC, Steinhart H, Croitoru K, Silverberg MS. A5 ASSOCIATION ANALYSIS BETWEEN BILE ACID-METABOLIZING MICROBIOTA ABUNDANCE AND ENDOSCOPIC INFLAMMATION IN INFLAMMATORY BOWEL DISEASE PATIENTS. J Can Assoc Gastroenterol 2019. [DOI: 10.1093/jcag/gwz006.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- C A Hernandez Rocha
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital , Toronto, ON, Canada
| | - K Borowski
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital , Toronto, ON, Canada
| | - W Turpin
- Division of Gastroenterology, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - B Kabakchiev
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital , Toronto, ON, Canada
| | - K Boland
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital , Toronto, ON, Canada
| | - L Bedrani
- Division of Gastroenterology, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - J Stempak
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital , Toronto, ON, Canada
| | - M Smith
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital , Toronto, ON, Canada
| | - G C Nguyen
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital , Toronto, ON, Canada
| | - H Steinhart
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital , Toronto, ON, Canada
| | - K Croitoru
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital , Toronto, ON, Canada
| | - M S Silverberg
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital , Toronto, ON, Canada
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17
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Turpin W, Bedrani L, Espin-Garcia O, Smith M, Guttman D, Madsen K, Griffiths A, Moayyedi P, Panaccione R, Huynh HQ, Dieleman LA, Steinhart A, Aumais G, Silverberg MS, Wei X, Paterson A, Croitoru K. A35 GENOME WIDE ASSOCIATION STUDY OF ABNORMAL INTESTINAL PERMEABILITY IN HEALTHY FIRST DEGREE RELATIVES OF CROHN’S PATIENTS. J Can Assoc Gastroenterol 2018. [DOI: 10.1093/jcag/gwy009.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- W Turpin
- University of Toronto, Toronto, ON, Canada
| | - L Bedrani
- University of Toronto, Toronto, ON, Canada
| | - O Espin-Garcia
- Lunenfeld-Tanenbaum Research Institute, Toronto, ON, Canada
| | - M Smith
- University of Toronto, Toronto, ON, Canada
| | - D Guttman
- University of Toronto, Toronto, ON, Canada
| | - K Madsen
- University of Alberta, Edmonton, AB, Canada
| | - A Griffiths
- Hospital for Sick Children, Toronto, ON, Canada
| | - P Moayyedi
- McMaster University, Hamilton, ON, Canada
| | | | - H Q Huynh
- Pediatrics, University of alberta, Edmonton, AB, Canada
| | - L A Dieleman
- Medicine, University of Alberta, Edmonton, AB, Canada
| | | | - G Aumais
- Montreal University, Montreal, QC, Canada
| | | | - X Wei
- Dalla Lana School of Public Health, Toronto, ON, Canada
| | - A Paterson
- Dalla Lana School of Public Health, Toronto, ON, Canada
| | - K Croitoru
- Mount Sinai Hospital, Toronto, ON, Canada
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18
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Bedrani L, Turpin W, Smith M, Guttman D, Silverberg MS, Xu W, Paterson A, Croitoru K. A135 MICROBIOME IN CROHN’S DISEASE PATIENTS: A COMPILATION OF PUBLICLY AVAILABLE DATASETS. J Can Assoc Gastroenterol 2018. [DOI: 10.1093/jcag/gwy008.136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Affiliation(s)
- L Bedrani
- University of Toronto, Toronto, ON, Canada
| | - W Turpin
- University of Toronto, Toronto, ON, Canada
| | - M Smith
- Mount Sinai Hospital, Toronto, ON, Canada
| | - D Guttman
- University of Toronto, Toronto, ON, Canada
| | | | - W Xu
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - A Paterson
- University of Toronto, Toronto, ON, Canada
| | - K Croitoru
- Mount Sinai Hospital, Toronto, ON, Canada
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19
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Bermudez-Brito M, Galipeau HJ, CAMINERO FERNANDEZ A, Turpin W, Bedrani L, Croitoru K, Verdu E. A276 CHARACTERIZING MICROBIOTA COMPOSITION AND FUNCTION THAT PRECEDE DEVELOPMENT OF CLINICALLY RELEVANT INFLAMMATION IN UC PATIENTS. J Can Assoc Gastroenterol 2018. [DOI: 10.1093/jcag/gwy009.276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
| | - H J Galipeau
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | | | - W Turpin
- University of Toronto, Toronto, ON, Canada
| | - L Bedrani
- University of Toronto, Toronto, ON, Canada
| | - K Croitoru
- Mount Sinai Hospital, Toronto, ON, Canada
| | - E Verdu
- McMaster University, Hamilton, ON, Canada
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20
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Bedrani L, Turpin W, Espin-Garcia O, Smith M, Guttman D, Xu W, Croitoru K. A111 ANALYSIS OF GUT MICROBIOME OF HEALTHY INDIVIDUALS THAT GO ON TO DEVELOP CELIAC DISEASE. J Can Assoc Gastroenterol 2018. [DOI: 10.1093/jcag/gwy009.111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- L Bedrani
- University of Toronto, Toronto, ON, Canada
| | - W Turpin
- University of Toronto, Toronto, ON, Canada
| | | | - M Smith
- Lunenfeld-Tanenbaum Research Institute, Toronto, ON, Canada
| | - D Guttman
- University of Toronto, Toronto, ON, Canada
| | - W Xu
- University of Toronto, Toronto, ON, Canada
| | - K Croitoru
- Mount Sinai Hospital, Toronto, ON, Canada
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