Evidence map›Paper›PMID 42245622›Full record

ArticleFrontiers in network physiology2026

Geometric pacing: external reference support as a principle of physiological stabilization in aging and pre-pathological states.

Alejandro Carballo

Abstract read
In one paragraph

Article in Frontiers in network physiology, 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

1 author.

Alejandro CarballoNässjö Läkarhus, Region Jönköping County, Nässjö, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Cardiac pacemakers exemplify how minimal external reference signals can restore functional stability in dysregulated biological systems without correcting the underlying etiology. This epistemological model suggests broader applications for understanding physiological support mechanisms beyond the heart. Objective: This Perspective proposes geometric pacing as a general physiological principle whereby externally provided rhythmic, spatial, or proprioceptive references support self-organization in systems characterized by regulatory instability rather than structural pathology. Framework: Drawing on coordination dynamics, autonomic regulation, polyvagal perspectives, and evidence from cueing interventions in neurological rehabilitation, the article develops a conceptual framework applicable to aging, persistent physical symptoms, and pre-pathological states marked by fatigue, autonomic lability, reduced adaptive reserve, and inefficient multisystem coordination. The argument is explicitly situated within Network Physiology by treating stabilization as an emergent property of interactions across autonomic, sensorimotor, interoceptive, and postural subsystems operating across multiple temporal scales. Conclusion: Geometric pacing is proposed as a rate-modifying, non-specific support mechanism that may reduce regulatory uncertainty and energetic cost by constraining unstable system dynamics toward more coherent and efficient states. Rather than targeting isolated organs, the framework addresses organism-level coordination and cross-system integration. The article deliberately avoids proposing specific devices or protocols, instead articulating a principle intended to invite interdisciplinary investigation within the broader field of Network Physiology while preserving flexibility for future clinical, environmental, rehabilitative, or technological implementations.

Indexed as

agingautonomic regulationcoordination dynamicscross-system couplingexternal cueingnetwork physiologypersistent physical symptomsphysiological stabilization

Identifiers

PMID42245622
PMCPMC13229758

What OpenQuestion holds

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LicenceCC BY
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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.