Krisciukaitis, A, Simoliuniene, R, Tamosiunas, M et al. · Methods of information in medicine · 2010 · DOI
This study developed a new computer method to measure how well the heart's nerves (autonomic nervous system) work by analyzing changes in the electrical activity of the heart during a simple tilt test, where a person moves from lying down to standing up. The researchers tested this method in healthy people and those with heart rhythm problems, and found it could detect differences in how the heart responds to position changes. This type of measurement might eventually help doctors diagnose problems with heart control earlier.
Autonomic dysfunction is increasingly recognized as a feature of ME/CFS, and non-invasive methods to quantify parasympathetic and sympathetic control could provide early diagnostic markers and track rehabilitation progress. This study proposes an automated, objective approach to cardiac autonomic assessment that could be implemented in remote monitoring systems—particularly valuable for ME/CFS patients who may experience symptom exacerbation with conventional exercise stress testing.
This is a methods paper demonstrating technical feasibility, not a diagnostic validation study; it does not prove the PCA method accurately detects autonomic dysfunction in ME/CFS specifically, nor does it establish that P-wave changes are superior to or independent of other autonomic markers. The study included only transient arrhythmia cases and healthy controls—not ME/CFS patients—so it cannot confirm the method's applicability to chronic fatigue syndrome. Correlation between P-wave changes and parasympathetic function is inferred from group patterns, not directly measured.
About the PEM badge: “PEM required” means post-exertional malaise was an explicit required diagnostic criterion for participant inclusion in this study — not that PEM was studied, observed, or discussed. Studies using criteria that do not require PEM (e.g. Fukuda, Oxford) are tagged “PEM not required”. How the atlas works →
The first block is for the primary paper and is the citation you should use in research work. The atlas-snapshot line only applies if you are specifically referring to this atlas’s reading of the paper on the date shown.
Primary citation
Krisciukaitis, A, Simoliuniene, R, Tamosiunas, M, Saferis, V, Vainoras, A, & Gargasas, L (2010). Efficiency evaluation of autonomic heart control by using the principal component analysis of ECG P-wave.. Methods of information in medicine. https://doi.org/10.3414/ME9306
BibTeX
@article{mecfsatlas-krisciukaitis-2010-efficiency-evaluation,
author = {Krisciukaitis, A and Simoliuniene, R and Tamosiunas, M and Saferis, V and Vainoras, A and Gargasas, L},
title = {Efficiency evaluation of autonomic heart control by using the principal component analysis of ECG P-wave.},
journal = {Methods of information in medicine},
year = {2010},
doi = {10.3414/ME9306},
note = {PubMed: 20177647},
url = {https://www.mecfsatlas.com/evidence/krisciukaitis-2010-efficiency-evaluation},
}Atlas snapshot reference
ME/CFS Atlas. Generator v1 / Scanner v1.4 / policy v0.1. Accessed 2026-05-30. https://www.mecfsatlas.com/evidence/krisciukaitis-2010-efficiency-evaluation
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