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Integrative Analysis of the Inflammatory Bowel Disease Serum Metabolome Improves Our Understanding of Genetic Etiology and Points to Novel Putative Therapeutic Targets.
Di'Narzo, Antonio F; Houten, Sander M; Kosoy, Roman; Huang, Ruiqi; Vaz, Frédéric M; Hou, Ruixue; Wei, Gabrielle; Wang, Wenhui; Comella, Phillip H; Dodatko, Tetyana; Rogatsky, Eduard; Stojmirovic, Aleksandar; Brodmerkel, Carrie; Perrigoue, Jacqueline; Hart, Amy; Curran, Mark; Friedman, Joshua R; Zhu, Jun; Agrawal, Manasi; Cho, Judy; Ungaro, Ryan; Dubinsky, Marla C; Sands, Bruce E; Suárez-Fariñas, Mayte; Schadt, Eric E; Colombel, Jean-Frédéric; Kasarskis, Andrew; Hao, Ke; Argmann, Carmen.
Afiliação
  • Di'Narzo AF; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Sema4, Stamford, Connecticut.
  • Houten SM; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Icahn Institute for Data Science and Genomic Technology, New York, New York.
  • Kosoy R; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Icahn Institute for Data Science and Genomic Technology, New York, New York.
  • Huang R; Center for Biostatistics, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York.
  • Vaz FM; Department of Clinical Chemistry, Amsterdam Gastroenterology & Metabolism, Laboratory Genetic Metabolic Diseases, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands.
  • Hou R; Center for Biostatistics, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York.
  • Wei G; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Icahn Institute for Data Science and Genomic Technology, New York, New York.
  • Wang W; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Icahn Institute for Data Science and Genomic Technology, New York, New York.
  • Comella PH; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Icahn Institute for Data Science and Genomic Technology, New York, New York.
  • Dodatko T; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Icahn Institute for Data Science and Genomic Technology, New York, New York.
  • Rogatsky E; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Icahn Institute for Data Science and Genomic Technology, New York, New York.
  • Stojmirovic A; Janssen R&D, LLC, Spring House, Pennsylvania.
  • Brodmerkel C; Janssen R&D, LLC, Spring House, Pennsylvania.
  • Perrigoue J; Janssen R&D, LLC, Spring House, Pennsylvania.
  • Hart A; Janssen R&D, LLC, Spring House, Pennsylvania.
  • Curran M; Janssen R&D, LLC, Spring House, Pennsylvania.
  • Friedman JR; Janssen R&D, LLC, Spring House, Pennsylvania.
  • Zhu J; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Sema4, Stamford, Connecticut; Icahn Institute for Data Science and Genomic Technology, New York, New York.
  • Agrawal M; The Dr. Henry D. Janowitz Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.
  • Cho J; The Dr. Henry D. Janowitz Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.
  • Ungaro R; The Dr. Henry D. Janowitz Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.
  • Dubinsky MC; The Dr. Henry D. Janowitz Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.
  • Sands BE; The Dr. Henry D. Janowitz Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.
  • Suárez-Fariñas M; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Center for Biostatistics, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York.
  • Schadt EE; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Sema4, Stamford, Connecticut; Icahn Institute for Data Science and Genomic Technology, New York, New York.
  • Colombel JF; The Dr. Henry D. Janowitz Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.
  • Kasarskis A; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Sema4, Stamford, Connecticut; Icahn Institute for Data Science and Genomic Technology, New York, New York; Department of Population Health Science and Policy, Icahn School of Medicine at Mount S
  • Hao K; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Sema4, Stamford, Connecticut; Icahn Institute for Data Science and Genomic Technology, New York, New York.
  • Argmann C; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Icahn Institute for Data Science and Genomic Technology, New York, New York. Electronic address: carmen.argmann@mssm.edu.
Gastroenterology ; 162(3): 828-843.e11, 2022 03.
Article em En | MEDLINE | ID: mdl-34780722
ABSTRACT
BACKGROUND &

AIMS:

Polygenic and environmental factors are underlying causes of inflammatory bowel disease (IBD). We hypothesized that integration of the genetic loci controlling a metabolite's abundance, with known IBD genetic susceptibility loci, may help resolve metabolic drivers of IBD.

METHODS:

We measured the levels of 1300 metabolites in the serum of 484 patients with ulcerative colitis (UC) and 464 patients with Crohn's disease (CD) and 365 controls. Differential metabolite abundance was determined for disease status, subtype, clinical and endoscopic disease activity, as well as IBD phenotype including disease behavior, location, and extent. To inform on the genetic basis underlying metabolic diversity, we integrated metabolite and genomic data. Genetic colocalization and Mendelian randomization analyses were performed using known IBD risk loci to explore whether any metabolite was causally associated with IBD.

RESULTS:

We found 173 genetically controlled metabolites (metabolite quantitative trait loci, 9 novel) within 63 non-overlapping loci (7 novel). Furthermore, several metabolites significantly associated with IBD disease status and activity as defined using clinical and endoscopic indexes. This constitutes a resource for biomarker discovery and IBD biology insights. Using this resource, we show that a novel metabolite quantitative trait locus for serum butyrate levels containing ACADS was not supported as causal for IBD; replicate the association of serum omega-6 containing lipids with the fatty acid desaturase 1/2 locus and identify these metabolites as causal for CD through Mendelian randomization; and validate a novel association of serum plasmalogen and TMEM229B, which was predicted as causal for CD.

CONCLUSIONS:

An exploratory analysis combining genetics and unbiased serum metabolome surveys can reveal novel biomarkers of disease activity and potential mediators of pathology in IBD.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Colite Ulcerativa / Doença de Crohn / Acil-CoA Desidrogenase Tipo de estudo: Clinical_trials / Etiology_studies / Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies Limite: Adolescent / Adult / Aged / Aged80 / Child / Child, preschool / Female / Humans / Male / Middle aged Idioma: En Revista: Gastroenterology Ano de publicação: 2022 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Colite Ulcerativa / Doença de Crohn / Acil-CoA Desidrogenase Tipo de estudo: Clinical_trials / Etiology_studies / Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies Limite: Adolescent / Adult / Aged / Aged80 / Child / Child, preschool / Female / Humans / Male / Middle aged Idioma: En Revista: Gastroenterology Ano de publicação: 2022 Tipo de documento: Article