Evidence map›Paper›PMID 38842257›Full record

ArticleJournal of Crohn's & colitis2024

Serum Metabolites Relate to Mucosal and Transmural Inflammation in Paediatric Crohn Disease.

Ricardo G Suarez, Namitha Guruprasad, Ganesh Tata, Zhengxiao Zhang, Gili Focht, Daniel McClement, Víctor Manuel Navas-López, Sibylle Koletzko, Anne M Griffiths, Oren Ledder and 6 more

Abstract readMulticenter Study
In one paragraph

Article in Journal of Crohn's & colitis, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors.

Ricardo G SuarezDepartment of Paediatrics, University of Alberta, Edmonton, AB, Canada.
Namitha GuruprasadDepartment of Computing Science, University of Alberta, Edmonton, AB, Canada.
Ganesh TataDepartment of Computing Science, University of Alberta, Edmonton, AB, Canada.
Zhengxiao ZhangCollege of Ocean Food and Biological Engineering, Jimei University, Xiamen, Fujian, China.
Gili FochtJuliet Keidan Institute of Paediatric Gastroenterology Hepatology and Nutrition, Hebrew University, Jerusalem, Israel.
Daniel McClementDepartment of Physiology, University of Alberta, Edmonton, AB, Canada.
Víctor Manuel Navas-LópezPaediatric Gastroenterology and Nutrition Unit, HRU, Málaga, Spain.
Sibylle KoletzkoDepartment of Paediatrics, Dr. von Hauner Children's Hospital, LMU University Hospital, LMU Munich, Munich, Germany.
Anne M GriffithsDivision of Paediatric Gastroenterology, Hospital for Sick Children, Toronto, ON, Canada.ORCID 0000-0001-8623-4665
Oren LedderJuliet Keidan Institute of Paediatric Gastroenterology Hepatology and Nutrition, Hebrew University, Jerusalem, Israel.ORCID 0000-0001-8109-814X
Lissy de RidderErasmus Medical Center, Sophia Children's Hospital, Rotterdam, The Netherlands.
David WishartDepartment of Computing Science, University of Alberta, Edmonton, AB, Canada.
Ben NicholsDepartment of Clinical Nutrition, University of Glasgow, Glasgow, UK.
Konstantinos GerasimidisDepartment of Clinical Nutrition, University of Glasgow, Glasgow, UK.ORCID 0000-0001-9432-2200
Dan TurnerJuliet Keidan Institute of Paediatric Gastroenterology Hepatology and Nutrition, Hebrew University, Jerusalem, Israel.
Eytan WineDepartment of Paediatrics, University of Alberta, Edmonton, AB, Canada.ORCID 0000-0002-3458-4142

Funding

AbbVie
6 · The paper itself

Abstract

BACKGROUND AND

aimsWe aimed to identify serum metabolites associated with mucosal and transmural inflammation in paediatric Crohn disease [pCD].

methodsIn all, 56 pCD patients were included through a pre-planned sub-study of the multicentre, prospective, ImageKids cohort, designed to develop the Paediatric Inflammatory Crohn magnetic resonance enterography [MRE] Index [PICMI]. Children were included throughout their disease course when undergoing ileocolonoscopy and MRE and were followed for 18 months, when MRE was repeated. Serum metabolites were identified using liquid chromatography/mass spectroscopy. Outcomes included: PICMI, the simple endoscopic score [SES], faecal calprotectin [FCP], and C-reactive protein [CRP], to assess transmural, mucosal, and systemic inflammation, respectively. Random forest models were built by outcome. Maximum relevance minimum redundancy [mRMR] feature selection with a j-fold cross-validation scheme identified the best subset of features and hyperparameter settings.

resultsTryptophan and glutarylcarnitine were the top common mRMR metabolites linked to pCD inflammation. Random forest models established that amino acids and amines were among the most influential metabolites for predicting transmural and mucosal inflammation. Predictive models performed well, each with an area under the curve [AUC] > 70%. In addition, serum metabolites linked with pCD inflammation mainly related to perturbations in the citrate cycle [TCA cycle], aminoacyl-tRNA biosynthesis, tryptophan metabolism, butanoate metabolism, and tyrosine metabolism.

conclusionsWe extend on recent studies, observing differences in serum metabolites between healthy controls and Crohn disease patients, and suggest various associations of serum metabolites with transmural and mucosal inflammation. These metabolites could improve the understanding of pCD pathogenesis and assessment of disease severity.

Indexed as

Crohn DiseaseInflammationIntestinal MucosaAdolescentBiomarkersChildColonoscopyC-Reactive ProteinFecesFemaleHumansLeukocyte L1 Antigen ComplexMagnetic Resonance ImagingMaleProspective StudiesSeverity of Illness IndexBiomarkersC-Reactive ProteinLeukocyte L1 Antigen ComplexTryptophanmachine learningpaediatric Crohn diseaseSerum metabolites

Identifiers

PMID38842257
PMCPMC11532621

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.