Evidence mapPaperPMID 39138245Full record

ArticleScientific reports2024

Identification of Chagas disease biomarkers using untargeted metabolomics.

Alfonso Herreros-Cabello, Pau Bosch-Nicolau, José A Pérez-Molina, Fernando Salvador, Begoña Monge-Maillo, Jose F Rodriguez-Palomares, Antonio Luiz Pinho Ribeiro, Adrián Sánchez-Montalvá, Ester Cerdeira Sabino, Francesca F Norman and 3 more

Abstract read
In one paragraph

Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Metabolic phenotypes of doxorubicin-induced cardiotoxicity among patients with breast cancer.Metabolomics : Official journal of the Metabolomic Society · 2026
    Article
  3. Review
  4. Alterations in Cardiac Metabolism byACS infectious diseases · 2025
    Article
  5. Review
  6. Article
  7. Article
  8. Article
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

13 authors.

Alfonso Herreros-Cabello *Centro de Biología Molecular Severo Ochoa (CSIC-UAM), Madrid, Spain.
Pau Bosch-Nicolau *Infectious Diseases Department, Vall d'Hebron University Hospital, International Health Unit Vall d'Hebron-Drassanes, PROSICS Barcelona, Barcelona, Spain.
José A Pérez-MolinaCentro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain.
Fernando SalvadorInfectious Diseases Department, Vall d'Hebron University Hospital, International Health Unit Vall d'Hebron-Drassanes, PROSICS Barcelona, Barcelona, Spain.
Begoña Monge-MailloCentro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain.
Jose F Rodriguez-PalomaresDepartment of Cardiology, Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Antonio Luiz Pinho RibeiroUniversidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.
Adrián Sánchez-MontalváInfectious Diseases Department, Vall d'Hebron University Hospital, International Health Unit Vall d'Hebron-Drassanes, PROSICS Barcelona, Barcelona, Spain.
Ester Cerdeira SabinoFaculdade de Medicina, Universidade de São Paulo, Instituto de Medicina Tropical de São Paulo, São Paulo, Brazil.
Francesca F NormanCentro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain.
Manuel FresnoCentro de Biología Molecular Severo Ochoa (CSIC-UAM), Madrid, Spain.
Núria GironèsCentro de Biología Molecular Severo Ochoa (CSIC-UAM), Madrid, Spain.
Israel MolinaInfectious Diseases Department, Vall d'Hebron University Hospital, International Health Unit Vall d'Hebron-Drassanes, PROSICS Barcelona, Barcelona, Spain. israel.molina@vallhebron.cat.

Funding

"Sao Paulo-Minas Gerais Center for Chagas Disease Treatment (SaMiTrop)"U01AI168383 · FUNDACAO FACULDADE DE MEDICINA · 2025 to 2025
$389k
NIAID NIH HHS U01 AI168383Proyectos de investigación en salud, Instituto Carlos III, Ministry of Science, Innovation and Universities, Spanish Government PI19/01807
6 · The paper itself

Abstract

Untargeted metabolomic analysis is a powerful tool used for the discovery of novel biomarkers. Chagas disease (CD), caused by Trypanosoma cruzi, is a neglected tropical disease that affects 6-7 million people with approximately 30% developing cardiac manifestations. The most significant clinical challenge lies in its long latency period after acute infection, and the lack of surrogate markers to predict disease progression or cure. In this cross-sectional study, we analyzed sera from 120 individuals divided into four groups: 31 indeterminate CD, 41 chronic chagasic cardiomyopathy (CCC), 18 Latin Americans with other cardiomyopathies and 30 healthy volunteers. Using a high-throughput panel of 986 metabolites, we identified three distinct profiles among individuals with cardiomyopathy, indeterminate CD and healthy volunteers. After a more stringent analysis, we identified some potential biomarkers. Among peptides, phenylacetylglutamine and fibrinopeptide B (1-13) exhibited an increasing trend from controls to ICD and CCC. Conversely, reduced levels of bilirubin and biliverdin alongside elevated urobilin correlated with disease progression. Finally, elevated levels of cystathionine, phenol glucuronide and vanillactate among amino acids distinguished CCC individuals from ICD and controls. Our novel exploratory study using metabolomics identified potential biomarker candidates, either alone or in combination that if confirmed, can be translated into clinical practice.

Indexed as

BiomarkersChagas DiseaseMetabolomicsAdultAgedChagas CardiomyopathyCross-Sectional StudiesFemaleHumansMaleMetabolomeMiddle AgedBiomarkersBiomarkersChagas diseaseChronic chagasic cardiomyopathyUntargeted metabolomics

Identifiers

PMID39138245
PMCPMC11322173

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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 Socratic graph.