Evidence map›Paper›PMID 41822003›Full record

ArticleEuropean heart journal open2026

Insulin resistance and metabolic health predict cardiorespiratory fitness: cohort study.

Liliana Muñoz-Hernandez, Ana Leonor Rivera, Adrian Soto-Mota, Jesus Paez-Mayorga, Jesus Flores-Brito, Erick Resendiz-Carrillo, Guillermo Roa-Alvarez, Leticia Lopez-Carreola, Sebastian Zamora-Gutierrez, Perla Alpizar-Chacon and 7 more

Abstract read
In one paragraph

Article in European heart journal open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

17 authors.

Liliana Muñoz-HernandezUnidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Tlalpan, Mexico City 14080, Mexico.ORCID https://orcid.org/0000-0003-2803-4408
Ana Leonor RiveraUnidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Tlalpan, Mexico City 14080, Mexico.ORCID https://orcid.org/0000-0002-0296-7966
Adrian Soto-MotaUnidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Tlalpan, Mexico City 14080, Mexico.ORCID https://orcid.org/0000-0002-9173-7440
Jesus Paez-MayorgaUnidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Tlalpan, Mexico City 14080, Mexico.ORCID https://orcid.org/0000-0002-3119-8190
Jesus Flores-BritoUnidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Tlalpan, Mexico City 14080, Mexico.ORCID https://orcid.org/0009-0001-3652-3220
Erick Resendiz-CarrilloUnidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Tlalpan, Mexico City 14080, Mexico.ORCID https://orcid.org/0009-0004-3583-8361
Guillermo Roa-AlvarezUnidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Tlalpan, Mexico City 14080, Mexico.ORCID https://orcid.org/0009-0009-6415-2525
Leticia Lopez-CarreolaUnidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Tlalpan, Mexico City 14080, Mexico.ORCID https://orcid.org/0009-0007-4941-0720
Sebastian Zamora-GutierrezUnidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Tlalpan, Mexico City 14080, Mexico.ORCID https://orcid.org/0009-0007-1888-7817
Perla Alpizar-ChaconSchool of Medicine and Health Sciences, Tecnologico de Monterrey, Calle del puente 222, Tlalpan, Mexico City 14830, Mexico.ORCID https://orcid.org/0009-0007-7583-7613
Eunice Barbosa-MeillonSchool of Medicine and Health Sciences, Tecnologico de Monterrey, Calle del puente 222, Tlalpan, Mexico City 14830, Mexico.ORCID https://orcid.org/0009-0009-2104-6757
Antonio Barajas-MartínezUnidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Tlalpan, Mexico City 14080, Mexico.ORCID https://orcid.org/0000-0002-5299-0259
Ivette Cruz-BautistaUnidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Tlalpan, Mexico City 14080, Mexico.ORCID https://orcid.org/0000-0002-2391-6367
Gabriela A Galan-RamírezUnidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Tlalpan, Mexico City 14080, Mexico.ORCID https://orcid.org/0000-0002-4224-9619
Donaji Veronica Gomez-VelascoUnidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Tlalpan, Mexico City 14080, Mexico.ORCID https://orcid.org/0000-0001-9648-4932
Fabiola Mabel Del Razo-OlveraUnidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Tlalpan, Mexico City 14080, Mexico.ORCID https://orcid.org/0000-0002-7266-5381
Carlos A Aguilar-SalinasUnidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Tlalpan, Mexico City 14080, Mexico.ORCID https://orcid.org/0000-0001-8517-0241

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aims/aims: Decreased cardiorespiratory fitness (CRF) is an all-cause mortality predictor. Oxygen consumption at peak exercise (VO Methods and results: Subjects underwent incremental treadmill CPET and bioelectrical impedance analysis. Insulin sensitivity was estimated using the HOMA, QUICKI, and METS-IR indices. Multivariate regressions were used to evaluate determinants of VO Conclusion: In a cohort of individuals without established CVD, the main determinants of CRF were modifiable risk factors associated with excess adiposity and insulin resistance. The potential mechanisms underlying the reduction in CRF include decreased relative muscle mass and insulin resistance, which reduce muscle glucose uptake and O

Indexed as

Cardiopulmonary exercise testCardiorespiratory fitnessHOMA-IRInsulin resistanceQUICKIVO2max

Identifiers

PMID41822003
PMCPMC12978527

What Socratic holds

Textmetadata
LicenceCC BY
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.