Evidence map›Paper›PMID 42684479›Full record

ReviewPediatric cardiology2026

Pediatric Cardiology as the Science of Adaptation Under Cardiovascular Constraint: Rethinking the Fundamental Unit of Analysis.

Colin J McMahon, Michael Kim

Abstract readReview
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In one paragraph

Review in Pediatric cardiology, 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

2 authors.

Colin J McMahonDepartment of Pediatric Cardiology, Children's Health Ireland at Crumlin, Dublin, D12 N512, Ireland. cmcmahon992004@yahoo.com.ORCID https://orcid.org/0000-0003-0337-9338
Michael KimDivision of Cardiac Critical Care, Department of Pediatrics, Seattle Children's Hospital, Seattle, WA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pediatric cardiology has traditionally been organized around cardiac anatomy and physiology. Congenital and acquired cardiovascular disorders are classified according to structural and functional abnormalities, and clinical management is directed toward their identification and treatment. This approach has transformed survival and remains foundational to the discipline. As outcomes improve, however, an increasingly important question is why individuals exposed to similar cardiovascular constraints follow markedly different long-term trajectories. We propose adaptation under cardiovascular constraint as an integrative framework for studying this variation. Cardiovascular disorders establish physiological constraints within developing individuals, while trajectories of neurodevelopment, exercise capacity, growth, physiological reserve, and multisystem health emerge through interactions among those constraints, development, and adaptive responses. We propose the developmental trajectory as a fundamental unit through which adaptation can be observed and studied alongside anatomical diagnosis and conventional physiology. This perspective builds on developments already occurring within pediatric cardiology, including longitudinal and precision-health approaches, and integrates concepts from resilience theory, developmental biology, complexity science, network physiology, and physiological reserve. Pediatric cardiovascular disorders provide particularly informative models of developmental adaptation because physiological constraints may begin early, persist across development, and be characterized longitudinally. The framework reframes a central scientific question in pediatric cardiology: how do developing individuals maintain, modify, or lose function under sustained cardiovascular constraint? Its empirical value will depend on whether longitudinal measures of adaptation improve prediction, identify emerging vulnerability, or reveal potentially modifiable processes beyond established risk models.

Indexed as

Congenital heart diseaseDevelopmental trajectoriesNeurodevelopmentPediatric cardiologyPhysiological adaptationPhysiological reserve

Identifiers

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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.