The bio-intelligence circuit: a hypothesis-generating systems framework linking mitochondrial stress, innate immune signaling, and autonomic regulation in chronic inflammation

Chronic inflammatory and autoimmune conditions frequently manifest as multi-organ dysfunction without a single explanatory lens that integrates metabolic stress, innate immune activation, transcriptional control, and autonomic regulation. Here, we propose the Bio-Intelligence Circuit (BIC) as a hypothesis-generating systems framework connecting mitochondrial dysfunction, LPS-TLR4-NF-κB innate immune signaling, nuclear receptor dysregulation, and vagal reflex imbalance as interacting regulatory failure patterns that may sustain chronic inflammatory states. The central hypothesis is that loss of coordinated energetic, immune-sensing, and neuro-autonomic regulation sustains a self-reinforcing dysregulation loop that amplifies inflammatory signaling, impairs regulatory restraint, and limits recovery potential. Within this framework, we introduce Informational Bio-Recalibration (IBR) as a hypothesis-generating transition sequence in which improvement of mitochondrial bioenergetics and redox buffering, attenuation of excessive TLR4 signaling, restoration of nuclear receptor transcriptional coordination, and rebalancing of autonomic tone may together shift the system toward resolution-permissive physiology. This article does not report interventional outcomes; rather, it provides a structured conceptual model and testable predictions to guide future experimental validation across inflammatory and immune-mediated phenotypes.

Authors

Institutions

Publication Details

Journal
Frontiers in Immunology
Published
2026-03-09
DOI
https://doi.org/10.3389/fimmu.2026.1750974
Primary Topic
Immune Response and Inflammation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The bio-intelligence circuit: a hypothesis-generating systems framework linking mitochondrial stress, innate immune signaling, and autonomic regulation in chronic inflammation

Parthiban Subramaniyan, Vinodhini Parthiban
Frontiers in Immunology
Immune Response and Inflammation
article

The bio-intelligence circuit: a hypothesis-generating systems framework linking mitochondrial stress, innate immune signaling, and autonomic regulation in chronic inflammation

Parthiban Subramaniyan, Vinodhini Parthiban
article en

Abstract

Chronic inflammatory and autoimmune conditions frequently manifest as multi-organ dysfunction without a single explanatory lens that integrates metabolic stress, innate immune activation, transcriptional control, and autonomic regulation. Here, we propose the Bio-Intelligence Circuit (BIC) as a hypothesis-generating systems framework connecting mitochondrial dysfunction, LPS-TLR4-NF-κB innate immune signaling, nuclear receptor dysregulation, and vagal reflex imbalance as interacting regulatory failure patterns that may sustain chronic inflammatory states. The central hypothesis is that loss of coordinated energetic, immune-sensing, and neuro-autonomic regulation sustains a self-reinforcing dysregulation loop that amplifies inflammatory signaling, impairs regulatory restraint, and limits recovery potential. Within this framework, we introduce Informational Bio-Recalibration (IBR) as a hypothesis-generating transition sequence in which improvement of mitochondrial bioenergetics and redox buffering, attenuation of excessive TLR4 signaling, restoration of nuclear receptor transcriptional coordination, and rebalancing of autonomic tone may together shift the system toward resolution-permissive physiology. This article does not report interventional outcomes; rather, it provides a structured conceptual model and testable predictions to guide future experimental validation across inflammatory and immune-mediated phenotypes.

Frontiers in ImmunologyVol. 17
Foundation for Biomedical Research (US), Inflammation Research Foundation (US)
Openalex Percentile: Top 28%
Immune Response and Inflammation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.