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A236 ASSOCIATION OF STOOL METABOLOMIC PROFILE AND MICROBIOME COMPOSITION RISK SCORE WITH FUTURE ONSET OF CROHN’S DISEASE
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 micr...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8859353/ http://dx.doi.org/10.1093/jcag/gwab049.235 |
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author | Lee, S Raygoza Garay, J Turpin, W Smith, M I Goethel, A Griffiths, A Moayyedi, P Espin-Garcia, O Aumais, G Bernstein, C N Avni-Biron, I Cino, M Deslandres, C Dotan, I El-Matary, W Feagan, B G Guttmen, D S Huynh, H Q Hyams, J Jacobson, K Mack, D R Marshall, J Otley, A Panaccione, R Silverberg, M S Steinhart, H Turner, D Xu, W Croitoru, K |
author_facet | Lee, S Raygoza Garay, J Turpin, W Smith, M I Goethel, A Griffiths, A Moayyedi, P Espin-Garcia, O Aumais, G Bernstein, C N Avni-Biron, I Cino, M Deslandres, C Dotan, I El-Matary, W Feagan, B G Guttmen, D S Huynh, H Q Hyams, J Jacobson, K Mack, D R Marshall, J Otley, A Panaccione, R Silverberg, M S Steinhart, H Turner, D Xu, W Croitoru, K |
author_sort | Lee, S |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8859353 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-88593532022-02-22 A236 ASSOCIATION OF STOOL METABOLOMIC PROFILE AND MICROBIOME COMPOSITION RISK SCORE WITH FUTURE ONSET OF CROHN’S DISEASE Lee, S Raygoza Garay, J Turpin, W Smith, M I Goethel, A Griffiths, A Moayyedi, P Espin-Garcia, O Aumais, G Bernstein, C N Avni-Biron, I Cino, M Deslandres, C Dotan, I El-Matary, W Feagan, B G Guttmen, D S Huynh, H Q Hyams, J Jacobson, K Mack, D R Marshall, J Otley, A Panaccione, R Silverberg, M S Steinhart, H Turner, D Xu, W Croitoru, K J Can Assoc Gastroenterol Poster of Distinction 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. Oxford University Press 2022-02-21 /pmc/articles/PMC8859353/ http://dx.doi.org/10.1093/jcag/gwab049.235 Text en ڣ The Author(s) 2022. Published by Oxford University Press on behalf of the Canadian Association of Gastroenterology. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Poster of Distinction Lee, S Raygoza Garay, J Turpin, W Smith, M I Goethel, A Griffiths, A Moayyedi, P Espin-Garcia, O Aumais, G Bernstein, C N Avni-Biron, I Cino, M Deslandres, C Dotan, I El-Matary, W Feagan, B G Guttmen, D S Huynh, H Q Hyams, J Jacobson, K Mack, D R Marshall, J Otley, A Panaccione, R Silverberg, M S 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 |
title | A236 ASSOCIATION OF STOOL METABOLOMIC PROFILE AND MICROBIOME COMPOSITION RISK SCORE WITH FUTURE ONSET OF CROHN’S DISEASE |
title_full | A236 ASSOCIATION OF STOOL METABOLOMIC PROFILE AND MICROBIOME COMPOSITION RISK SCORE WITH FUTURE ONSET OF CROHN’S DISEASE |
title_fullStr | A236 ASSOCIATION OF STOOL METABOLOMIC PROFILE AND MICROBIOME COMPOSITION RISK SCORE WITH FUTURE ONSET OF CROHN’S DISEASE |
title_full_unstemmed | A236 ASSOCIATION OF STOOL METABOLOMIC PROFILE AND MICROBIOME COMPOSITION RISK SCORE WITH FUTURE ONSET OF CROHN’S DISEASE |
title_short | A236 ASSOCIATION OF STOOL METABOLOMIC PROFILE AND MICROBIOME COMPOSITION RISK SCORE WITH FUTURE ONSET OF CROHN’S DISEASE |
title_sort | a236 association of stool metabolomic profile and microbiome composition risk score with future onset of crohn’s disease |
topic | Poster of Distinction |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8859353/ http://dx.doi.org/10.1093/jcag/gwab049.235 |
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