Evidence map›Paper›PMID 42524295›Full record

ArticleFrontiers in cardiovascular medicine2026

Baroreflex sensitivity impairment in Long-COVID patients: a diagnostic tool for classifying the autonomic dysfunction spectrum.

Alejandro Sáinz-Jiménez, Ignacio Romero Fragoso, Guadalupe Estrella Salazar Calderon, Santiago Martinez-Falcon, Hannah Molinari Luna, Jesus Portocarrero Nieto, Andrea Barajas-Aguilar, Antonio Barajas-Martínez, Isael Guillermo García Macedo, Felipe Gonzalez-Alvarez and 12 more

Abstract read
In one paragraph

Article in Frontiers in cardiovascular medicine, 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

What it found

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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

22 authors.

Alejandro Sáinz-Jiménez *Facultad de Ingeniería, Universidad Nacional Autónoma de México, Ciudad de México, México.
Ignacio Romero Fragoso *Facultad de Ingeniería, Universidad Nacional Autónoma de México, Ciudad de México, México.
Guadalupe Estrella Salazar Calderon *Departamento de Neurología y Psiquiatría, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de México, México.
Santiago Martinez-FalconDepartamento de Neurología y Psiquiatría, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de México, México.
Hannah Molinari LunaDepartamento de Neurología y Psiquiatría, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de México, México.
Jesus Portocarrero NietoDepartamento de Neurología y Psiquiatría, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de México, México.
Andrea Barajas-AguilarDepartamento de Neurología y Psiquiatría, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de México, México.
Antonio Barajas-MartínezUnidad de investigación de enfermedades metabólicas INCMNSZ, Tecnológico de Monterrey, Ciudad de México, México.
Isael Guillermo García MacedoFacultad de Ingeniería, Universidad Nacional Autónoma de México, Ciudad de México, México.
Felipe Gonzalez-AlvarezDepartamento de Neurología y Psiquiatría, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de México, México.
Maria Silvia Lopez-YañezDepartamento de Neurología y Psiquiatría, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de México, México.
Brayans Becerra-LunaDepartamento de Fisiología Cardíaca, Instituto Nacional de Cardiología Ignacio Chávez, Ciudad de México, México.
Raul Martinez-MemijeDepartamento de Fisiología Cardíaca, Instituto Nacional de Cardiología Ignacio Chávez, Ciudad de México, México.
Erwin ChiqueteDepartamento de Neurología y Psiquiatría, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de México, México.
Carlos CantuDepartamento de Neurología y Psiquiatría, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de México, México.
Karla Maria Tamez-TorresDepartamento de Neurología y Psiquiatría, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de México, México.
Jose Sifuentes-OsornioDepartamento de Neurología y Psiquiatría, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de México, México.
Claudia LermaDepartamento de Fisiología Cardíaca, Instituto Nacional de Cardiología Ignacio Chávez, Ciudad de México, México.
Ruben FossionUnidad de investigación de enfermedades metabólicas INCMNSZ, Tecnológico de Monterrey, Ciudad de México, México.
Tania Reyes-CruzDepartamento de Neurología y Psiquiatría, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de México, México.
Bruno EstañolDepartamento de Neurología y Psiquiatría, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de México, México.
Jose de Jesus Aceves-BuendiaFacultad de Ingeniería, Universidad Nacional Autónoma de México, Ciudad de México, México.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Long-COVID describes a variety of COVID-19 side effects lasting longer than three months. Among these side effects are cardiovascular alterations, such as Postural Orthostatic Tachycardia Syndrome (POTS), caused by an autonomic nervous system dysfunction. A higher incidence of POTS and decreased baroreceptor sensitivity (BRS) has been reported in Long-COVID patients. Many of these patients present orthostatic intolerance similar to that observed in POTS, which does not strictly coincide with the criteria that have previously been established for POTS subtypes. Therefore, we aim to determine if the decrease of the baroreceptor sensitivity is enough to diagnose different degrees of the autonomic dysfunction spectrum. Methods: A cross-sectional study was conducted in a cohort of individuals who presented with various long-term symptoms for at least four weeks after a moderate acute COVID-19 infection. To further evaluate orthostatic intolerance (OI), we developed a new method that enables a more detailed characterization of cardiovascular dynamics using beat-to-beat physiological time series. Since these dynamics can be assessed through the measurement of baroreceptor sensitivity, this new method employs a geometric analysis that reveals varying degrees of baroreceptor sensitivity impairment. The proposed method generated a graph of baroreflex sensitivity that consistently showed a decrease in this index. Results: Patients exhibited significantly lower BRS compared with healthy controls during orthostatism. Furthermore, we noticed that patients with lower BRS had a significantly higher arterial blood pressure and heart rate, as well as an overall lower heart rate variability. The proposed method also correlated with previously recognized canonical variables of HRV, as well as being validated with the sequence method. Additionally, this allows us to understand and reclassify patients' diagnoses within the spectrum of symptoms similar to postural orthostatic tachycardia syndrome (POTS). Conclusions: The proposed method allowed us to consider this decrease in baroreflex sensitivity measurement as a diagnostic tool through a spectrum-based approach to reclassify patients. This analysis can be incorporated into the set of variables considered to improve the diagnosis of patients with Long-COVID.

Indexed as

baroreflexBRSdysautonomialong-covidorthostatic-intolerancePOTS

Identifiers

PMID42524295
PMCPMC13410891

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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.