Evidence map›Paper›PMID 40278209›Full record

ArticleJournal of cardiovascular development and disease2025

Autonomic Nervous System Control in Male and Female Elite Soccer Players: Importance of Different Training Routines and Perceived Stress.

Gianluigi Oggionni, Eleonora Pagani, Jacopo Rizzardini, Margherita Rigillo, Luca Giovanelli, Mara Malacarne, Nuno Loureiro, Júlia Machado Ribeiro, Piero Volpi, Massimo Pagani and 1 more

Abstract read
In one paragraph

Article in Journal of cardiovascular development and disease, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Sports Cardiology in Practice: Exercise as Stressor, Signal, and Therapy.Journal of cardiovascular development and disease · 2026
    Article
  3. Article
  4. Mapping HRV in sports science: from monitoring to machine learning.Frontiers in sports and active living · 2025
    Review
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

11 authors.

Gianluigi OggionniIRCCS Istituto Auxologico Italiano, Exercise Medicine Unit, 20135 Milan, Italy.ORCID 0009-0007-5108-2594
Eleonora PaganiDepartment of Psychology, Catholic University of the Sacred Hearth, 20123 Milan, Italy.
Jacopo RizzardiniBIOMETRA Department, University of Milan, 20129 Milan, Italy.
Margherita RigilloBIOMETRA Department, University of Milan, 20129 Milan, Italy.
Luca GiovanelliBIOMETRA Department, University of Milan, 20129 Milan, Italy.ORCID 0000-0002-8767-7588
Mara MalacarneBIOMETRA Department, University of Milan, 20129 Milan, Italy.
Nuno LoureiroSporting Clube de Portugal, Medical and Performance Department, 2890-529 Lisbon, Portugal.
Júlia Machado RibeiroSporting Clube de Portugal, Medical and Performance Department, 2890-529 Lisbon, Portugal.
Piero VolpiIRCCS Humanitas Research Hospital, 20089 Rozzano, Italy.
Massimo PaganiIRCCS Istituto Auxologico Italiano, Exercise Medicine Unit, 20135 Milan, Italy.
Daniela LuciniIRCCS Istituto Auxologico Italiano, Exercise Medicine Unit, 20135 Milan, Italy.ORCID 0000-0003-4845-8988

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The assessment of cardiac autonomic regulation (CAR) with non-invasive techniques, such as heart rate variability (HRV), might be of practical interest in elite sports, considering its importance in determining training. We studied 117 soccer players (74 male and 43 female) from three First Division European soccer teams. We used a ranked Autonomic Nervous System Index (ANSI, resulting from the combination of multivariate statistical methodologies applied to HRV-derived indices) to assess CAR. We hypothesized that ANSI might differentiate playing positions, considering goalkeepers, defenders, midfielders, and forwards. We also assessed the perception of somatic symptoms and stress. We observed in male athletes that ANSI was significantly greater in males as compared to females (

Indexed as

autonomic nervous systemfootballheart rate variabilityHRVparasympathetic activitysport psychologystresssympathetic activity

Identifiers

PMID40278209
PMCPMC12028154

What OpenQuestion holds

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Registered trials

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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.