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Exploratory metabolomic profiling in migraine with PFO reveals dysregulated pathways and highlights indoleacrylic acid.

Overview

Authors: Tiantian Luo1,2,3, Qian Xi4, Qian Wang5, Yi Wang6, Rui Huang7, Xiaoqing Wang1, Yi Zhou8, Hui Huang1, Jie Zeng1,2, Cong Lu1,2
ORCID iDs: Cong Lu
  1. Department of Cardiology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610031, China
  2. Structural Heart Disease Committee, Sichuan Association of Rehabilitation Medicine, Chengdu 610031, China
  3. Ultrasound Medicine and Computational Cardiology Key Laboratory of Sichuan Province, Chengdu 610031, China
  4. Department of Laboratory Medicine, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu 610031, China
  5. WangJiang Hospital, Sichuan University, Chengdu 610031, China
  6. Key Laboratory of Ultrasound in Cardiac Electrophysiology and Biomechanics of Sichuan Province, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu 610031, China
  7. Department of Neurology, Sichuan Academy of Medical Sciences and Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu 610031, China
  8. Department of Cardiology, Sichuan Provincial People’s Hospital, North Sichuan Medical College, Nanchong 637000, China
Journal: iScience, volume 29, issue 5, article 115587
Dates: received 20 August 2025; accepted 31 March 2026; published online 3 April 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1016/j.isci.2026.115587 · PMID 42023154 · PMCID PMC13098509 · OpenAlex W7148914030
Open access: gold, a free copy (OpenAlex)
Status: code on request
Categories: genetics / omics (modality), human (organism), pain (population), clinical / translational (subfield)
Methods: Statistics, Smoothing, state filtering, decompositions, Machine learning, Preprocessing, Connectivity
Keywords: clinical neuroscience, metabolomics
Topic: Migraine and Headache Studies (Psychiatry and Mental health, Medicine), according to OpenAlex
Funding: Sichuan Medical Association; Science and Technology Department of Sichuan Province (2023NSFSC0580); National Natural Science Foundation of China (82470477)
Citations: not cited yet (Europe PMC); 49 references in the paper

Abstract

Patent foramen ovale (PFO) is increasingly linked to migraine, yet its systemic metabolic effects remain unclear. Using untargeted metabolomics, we analyzed arterial and venous plasma from migraine patients with PFO (PFO-M, n = 30) and venous plasma from healthy controls (n = 17). We identified 211 differentially expressed metabolites and multiple pathways involving branched-chain amino acids, neurosteroids, and tryptophan metabolism. The gut microbiota-derived metabolite indoleacrylic acid (IA) was inversely associated with migraine severity and was reduced in female PFO-M patients. In an independent cohort (n = 220), lower IA remained negatively associated with PFO-M (OR = 0.97, 95% CI 0.96–0.98), and the combination of IA and hs-CRP improved discriminative performance compared with either marker alone (AUC = 0.722). Together, these exploratory findings suggest systemic metabolic alterations in PFO-comorbid migraine and highlight IA as a candidate metabolic feature, supporting a potential role of gut-brain axis dysregulation.

Reproduced under the paper's license (CC BY), from the paper cited above.

Code

The paper says that its authors' code is available on request: it was not published with the paper, so there is nothing to verify.

The paper's code and data availability statement is in the Data section.

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Data

No dataset and no data link were found in the paper.

Data and code availability

The raw metabolomics data generated in this study have been deposited in the MetaboLights: MTBLS13630 and are publicly available as of the date of publication.

This paper does not report original code.

Any additional information is available from the lead contact upon reasonable request.

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 2, 28 September 2026

  • Authors: added Cong Lu (0000-0002-1193-2060); removed Cong Lu

Version 1, 28 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 10 authors, 2 keywords, 3 funders, 49 references.

Cite

This paper

Luo, T., Xi, Q., Wang, Q., Wang, Y., Huang, R., Wang, X., Zhou, Y., Huang, H., Zeng, J., & Lu, C. (2026). Exploratory metabolomic profiling in migraine with PFO reveals dysregulated pathways and highlights indoleacrylic acid. iScience, 29(5), 115587. https://doi.org/10.1016/j.isci.2026.115587

BibTeX

@article{luo2026exploratory,
author = {Luo, Tiantian and Xi, Qian and Wang, Qian and Wang, Yi and Huang, Rui and Wang, Xiaoqing and Zhou, Yi and Huang, Hui and Zeng, Jie and Lu, Cong},
title = {{Exploratory metabolomic profiling in migraine with PFO reveals dysregulated pathways and highlights indoleacrylic acid}},
journal = {iScience},
year = {2026},
month = apr,
volume = {29},
number = {5},
pages = {115587},
publisher = {Elsevier},
issn = {2589-0042},
doi = {10.1016/j.isci.2026.115587},
url = {https://doi.org/10.1016/j.isci.2026.115587},
pmid = {42023154},
pmcid = {PMC13098509}
}

RIS

TY - JOUR
AU - Luo, Tiantian
AU - Xi, Qian
AU - Wang, Qian
AU - Wang, Yi
AU - Huang, Rui
AU - Wang, Xiaoqing
AU - Zhou, Yi
AU - Huang, Hui
AU - Zeng, Jie
AU - Lu, Cong
TI - Exploratory metabolomic profiling in migraine with PFO reveals dysregulated pathways and highlights indoleacrylic acid
T2 - iScience
J2 - iScience
PY - 2026
DA - 2026/04/03
VL - 29
IS - 5
SP - 115587
SN - 2589-0042
PB - Elsevier
DO - 10.1016/j.isci.2026.115587
UR - https://doi.org/10.1016/j.isci.2026.115587
LA - en
ER -

CSL-JSON

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