Evidence map›Paper›PMID 42499998›Full record

ArticleFrontiers in systems neuroscience2026

Neuroinflammation as a failure of allostatic integrity: a hierarchical-circular model of biological memory for pathogenesis in neurodegenerative and neuropsychiatric diseases.

Samuel Ruesga Mundo

Abstract read
In one paragraph

Article in Frontiers in systems neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

1 author.

Samuel Ruesga MundoHospital de Especialidades del Centro Médico Nacional de Occidente, Instituto Mexicano del Seguro Social (IMSS), Guadalajara, Jalisco, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Chronic neuroinflammation is a hallmark of neurodegenerative diseases (Alzheimer's disease, Parkinson's disease) and neuropsychiatric disorders (major depression, schizophrenia). However, current models fail to explain why some individuals develop persistent neuroinflammation while others maintain homeostasis, nor why similar inflammatory pathology produces such diverse clinical phenotypes. Hypothesis: We propose that pathological neuroinflammation emerges from a failure of allostatic integrity-the capacity of the organism to maintain adaptive circular information flow across five interconnected levels: (1) genetic architecture and morphogenetic programming, (2) epigenetic molecular memory, (3) allostatic load and systemic physiological adaptation, (4) the psychoneuroimmuneendocrine (PINE) network, and (5) interoceptive-neuronal integration. When this circular flow is disrupted, maladaptive stable states become entrenched, perpetuating chronic inflammation. Development of the hypothesis: Synthesizing evidence from longitudinal and mechanistic studies (with foundational older works cited where necessary), we discuss how: (a) early-life stress epigenetically programs inflammatory reactivity; (b) elevated allostatic load predicts chronic neuroinflammation; (c) PINE network dysregulation perpetuates pro-inflammatory signaling; and (d) interoceptive dysfunction may prevent the downregulation of inflammation. Allostatic integrity is introduced as a dynamic systems-level property hypothesized to moderate the relationship between inflammatory pathology and clinical expression. Testable predictions: The framework generates falsifiable predictions: (1) composite indices of allostatic integrity will outperform single biomarkers in predicting transition to chronic neuroinflammation; (2) multidomain interventions targeting multiple levels will produce multiplicative (synergistic) effects; (3) patients with similar inflammatory profiles but contrasting allostatic integrity will show markedly different clinical trajectories; and (4) improvements in allostatic integrity will correlate with reduced neuroinflammation independent of direct anti-inflammatory therapies. Conclusion: The Hierarchical-Circular Model reframes chronic neuroinflammation not as a linear cascade but as a potential systemic failure of biological memory and allostatic integrity. Pending empirical validation, this framework may offer a conceptual basis for biomarker development, multidomain prevention, and personalized treatment strategies.

Indexed as

allostasisallostatic integritybiological memoryhierarchical-circular modelneurodegenerationneuroinflammationneuropsychiatryPINE system

Identifiers

PMID42499998
PMCPMC13395940

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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.