Evidence map›Paper›PMID 41790398›Full record

ArticleDigestive diseases and sciences2026

Malondialdehyde Drives a Feed-Forward Reactive Oxygen Species Loop in Pediatric Crohn's Disease.

Stephanie Sutton, Sarah Voskamp, Kevin Le, Ahmed Hafez, Jennifer Nelson, Pablo Palomo

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Article in Digestive diseases and sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Stephanie SuttonUniversity of Central Florida College of Medicine, Orlando, FL, USA.ORCID https://orcid.org/0009-0009-8955-8724
Sarah VoskampUniversity of Central Florida College of Medicine, Orlando, FL, USA.ORCID https://orcid.org/0000-0001-8872-0712
Kevin LeUniversity of Central Florida College of Medicine, Orlando, FL, USA.ORCID https://orcid.org/0009-0006-5017-3729
Ahmed HafezUniversity of Central Florida College of Medicine, Orlando, FL, USA.ORCID https://orcid.org/0009-0002-2131-452X
Jennifer NelsonDepartment of Cardiovascular Services, Nemours Children's Hospital, Florida, Orlando, FL, USA.ORCID https://orcid.org/0000-0001-9656-1125
Pablo PalomoDivision of Pediatric Gastroenterology, Hepatology, and Nutrition, Nemours Children's Hospital, 13535 Nemours Pkwy, Orlando, FL, 32827, USA. pablo.palomo@nemours.org.ORCID https://orcid.org/0009-0003-3619-1021

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeCrohn's disease (CD) is a chronic, relapsing inflammatory bowel disease with multifactorial etiology. Recent studies implicate reactive oxygen species (ROS) in pediatric CD. Expression of malondialdehyde (MDA), a biomarker of oxidative stress, is elevated in inflammatory diseases, including CD. This study aimed to evaluate genes driving ROS production in pediatric CD and MDA's role in shaping downstream gene expression.

methodsUsing the Search Tag Analyze Resource for NCBI's Gene Expression Omnibus (STARGEO), we performed a tagged meta-analysis of publicly available gene expression data comparing pediatric CD with controls. Differentially expressed genes were restricted to p < 0.05 and absolute experimental log ratio of 0.2 for further analysis with Ingenuity Pathway Analysis (IPA), to explore biologic relationships.

resultsFifty-two pediatric CD samples and 24 healthy pediatric intestinal samples were identified and analyzed via STARGEO, yielding 1968 genes that met inclusion criteria. DUOX2, MMP3, and NOD2 were significantly upregulated in pediatric CD (log ratios of 2.521, 1.823, 0.524, respectively). Upstream regulators include TNF (z-score 11.195), TGFB1 (5.945), IFNG (9.983), and TLR4 (5.989). MDA was identified as a strongly activated regulator with a z-score of 10.909 and downstream targets including TGFB1, MMP3, TNF, and IL-6.

conclusionOur findings enhance the current understanding of the role of immune dysregulation, ROS, the gut microbiome, and epithelial barrier dysfunction in pediatric CD. DUOX2 functions as one of the central mediators of ROS-driven dysregulation, with TLR4-driven DUOX2 activity potentially overriding the NOD2 regulation. MDA formation stimulates inflammation and tissue injury, upregulating MMP3, which in turn increases ROS production to generate more MDA. This feed-forward inflammatory loop may accelerate fibrosis and chronic inflammation. This meta-analysis provides a preliminary framework of ROS-related gene programs in pediatric CD.

Indexed as

Crohn DiseaseReactive Oxygen SpeciesAdolescentChildDual OxidasesFemaleHumansMatrix Metalloproteinase 3Nod2 Signaling Adaptor ProteinOxidative StressDual OxidasesDUOX2 protein, humanMatrix Metalloproteinase 3NOD2 protein, humanNod2 Signaling Adaptor ProteinReactive Oxygen SpeciesCrohn’s diseaseGene expressionInflammationInflammatory bowel diseasePediatrics

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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.