Evidence map›Paper›PMID 40650154›Full record

ArticleInternational journal of molecular sciences2025

Metabolomic Signatures Predict Seven-Year Mortality in Clinically Stable COPD Patients.

César Jessé Enríquez-Rodríguez, Bella Agranovich, Sergi Pascual-Guàrdia, Rosa Faner, Ramon Camps-Ubach, Ady Castro-Acosta, José Luis López-Campos, Germán Peces-Barba, Luis Seijo, Oswaldo Antonio Caguana-Vélez and 9 more

Erratum issuedAbstract read
In one paragraph

Article in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

19 authors.

César Jessé Enríquez-RodríguezHospital del Mar Research Institute, Servei de Pneumologia, Hospital del Mar, 08003 Barcelona, Spain.ORCID 0000-0002-5944-6555
Bella AgranovichThe Ruth and Bruce Rappaport Faculty of Medicine, Technion, Israel Institute of Technology, Haifa 3525433, Israel.
Sergi Pascual-GuàrdiaHospital del Mar Research Institute, Servei de Pneumologia, Hospital del Mar, 08003 Barcelona, Spain.
Rosa FanerCentro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), ISCiii, 28029 Madrid, Spain.ORCID 0000-0002-8159-0115
Ramon Camps-UbachHospital del Mar Research Institute, Servei de Pneumologia, Hospital del Mar, 08003 Barcelona, Spain.ORCID 0009-0009-7953-8455
Ady Castro-AcostaServicio de Neumología, Hospital 12 de Octubre, 28041 Madrid, Spain.
José Luis López-CamposCentro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), ISCiii, 28029 Madrid, Spain.
Germán Peces-BarbaCentro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), ISCiii, 28029 Madrid, Spain.ORCID 0000-0002-4436-8443
Luis SeijoCentro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), ISCiii, 28029 Madrid, Spain.
Oswaldo Antonio Caguana-VélezHospital del Mar Research Institute, Servei de Pneumologia, Hospital del Mar, 08003 Barcelona, Spain.ORCID 0000-0002-5028-7439
Diego Rodríguez-ChiaradiaHospital del Mar Research Institute, Servei de Pneumologia, Hospital del Mar, 08003 Barcelona, Spain.ORCID 0000-0002-8566-4011
Esther BarreiroHospital del Mar Research Institute, Servei de Pneumologia, Hospital del Mar, 08003 Barcelona, Spain.
Eduard MonsóCentro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), ISCiii, 28029 Madrid, Spain.
Borja G CosíoCentro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), ISCiii, 28029 Madrid, Spain.ORCID 0000-0002-6388-8209
Ifat AbramovichThe Ruth and Bruce Rappaport Faculty of Medicine, Technion, Israel Institute of Technology, Haifa 3525433, Israel.
Alvar AgustíCentro de Investigación Biomédica en Red, Área de Enfermedades Respiratorias (CIBERES), ISCiii, 28029 Madrid, Spain.
Carme CasadevallHospital del Mar Research Institute, Servei de Pneumologia, Hospital del Mar, 08003 Barcelona, Spain.ORCID 0000-0001-6458-8972
Joaquim GeaHospital del Mar Research Institute, Servei de Pneumologia, Hospital del Mar, 08003 Barcelona, Spain.
On Behalf Of The Biomepoc Group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Chronic Obstructive Pulmonary Disease (COPD) is a complex condition with high mortality. Early identification of patients at increased risk of death remains a major clinical challenge. This pilot study aimed to explore whether plasma metabolomic profiling could aid in the prediction of long-term (7-year) mortality and provide insight into potential underlying mechanisms. Plasma samples from 54 randomly selected stable COPD patients were analyzed using both untargeted and semi-targeted LC-MS approaches. After excluding patients with unclear death data, non-COPD-related deaths and metabolomic outliers, 41 individuals were included in the final analysis. During follow-up, 13 patients (32%) died, and 28 survived. Univariate analysis identified 12 metabolites-mainly amino acids-that differed significantly between the two groups. Functional analysis suggested a significant disruption in energy production pathways. Predictive models developed using machine learning algorithms, consisting of either ten metabolites alone or nine metabolites plus FEV

Indexed as

MetabolomeMetabolomicsPulmonary Disease, Chronic ObstructiveAgedBiomarkersFemaleHumansMaleMiddle AgedPilot ProjectsPrognosisBiomarkersamino acidsCOPDenergymetabolomicsmicrobiotamortalityredox

Identifiers

PMID40650154
PMCPMC12249577

What OpenQuestion holds

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Registered trials

None linked

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.