Evidence map›Paper›PMID 39398282›Full record

ArticleFrontiers in science2024

A multiscale inflammatory map: linking individual stress to societal dysfunction.

Yoram Vodovotz, Julia Arciero, Paul Fmj Verschure, David L Katz

Abstract read
In one paragraph

Article in Frontiers in science, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Review
  6. Psychological Stress and Cognitive Brain Health: Policies to Reduce Dementia Risk.Policy insights from the behavioral and brain sciences · 2025
    Article
  7. Review
  8. Facing stress and inflammation: From the cell to the planet.World journal of experimental medicine · 2024
    Review
  9. Article
  10. Review
  11. Article
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

4 authors.

Yoram VodovotzDepartment of Surgery, University of Pittsburgh, Pittsburgh, PA, United States.
Julia ArcieroDepartment of Mathematical Sciences, Indiana University - Purdue University Indianapolis, Indianapolis, IN, United States.
Paul Fmj VerschureLaboratory of Synthetic, Perceptive, Emotive and Cognitive Systems (SPECS), Donders Centre of Neuroscience, Donders Centre for Brain, Cognition and Behaviour, Faculty of Science and Engineering, Radboud University, Netherlands.
David L KatzFounder, True Health Initiative, The Health Sciences Academy, London, United Kingdom.

Funding

Multi-Center Group to Study Acute Liver Failure in ChildU01DK072146 · NIDDK · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI SQUIRES, ROBERT H · 2005 to 2014
$23.2M
Regulation of Intestinal Mucosal Injury & Repair After Trauma/Hemorrhagic ShockP50GM053789 · NIGMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI BILLIAR, TIMOTHY R · 1997 to 2013
$18.0M
Surgery triggered immune response and liver metastasesR01CA214865 · NCI · UNIVERSITY OF VIRGINIA · PI Allan Tsung · 2018 to 2026
$3.4M
Modeling Brainstem Inflammation's Role in Systemic Dysfunction during SepsisU01EB021960 · NIBIB · CASE WESTERN RESERVE UNIVERSITY · PI DICK, THOMAS E · 2017 to 2020
$2.6M
Integration of clinical measures and theoretical modeling to quantify sectorial specific changes in ocular structure, function, and hemodynamicsR01EY030851 · NEI · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI ARCIERO, JULIA, HARRIS, ALON · 2020 to 2023
$1.3M
A Biohybrid Device for Regulating Inflammation in SepsisR01GM107231 · NIGMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI GERLACH, JOERG C., VODOVOTZ, YORAM · 2015 to 2017
$1.0M
NCI NIH HHS R01 CA214865NEI NIH HHS R01 EY030851NIBIB NIH HHS U01 EB021960NIDDK NIH HHS U01 DK072146NIGMS NIH HHS P50 GM053789NIGMS NIH HHS R01 GM107231
6 · The paper itself

Abstract

As populations worldwide show increasing levels of stress, understanding emerging links among stress, inflammation, cognition, and behavior is vital to human and planetary health. We hypothesize that inflammation is a multiscale driver connecting stressors that affect individuals to large-scale societal dysfunction and, ultimately, to planetary-scale environmental impacts. We propose a 'central inflammation map' hypothesis to explain how the brain regulates inflammation and how inflammation impairs cognition, emotion, and action. According to our hypothesis, these interdependent inflammatory and neural processes, and the inter-individual transmission of environmental, infectious, and behavioral stressors - amplified via high-throughput digital global communications - can culminate in a multiscale, runaway, feed-forward process that could detrimentally affect human decision-making and behavior at scale, ultimately impairing the ability to address these same stressors. This perspective could provide non-intuitive explanations for behaviors and relationships among cells, organisms, and communities of organisms, potentially including population-level responses to stressors as diverse as global climate change, conflicts, and the COVID-19 pandemic. To illustrate our hypothesis and elucidate its mechanistic underpinnings, we present a mathematical model applicable to the individual and societal levels to test the links among stress, inflammation, control, and healing, including the implications of transmission, intervention (e.g., via lifestyle modification or medication), and resilience. Future research is needed to validate the model's assumptions, expand the factors/variables employed, and validate it against empirical benchmarks. Our model illustrates the need for multilayered, multiscale stress mitigation interventions, including lifestyle measures, precision therapeutics, and human ecosystem design. Our analysis shows the need for a coordinated, interdisciplinary, international research effort to understand the multiscale nature of stress. Doing so would inform the creation of interventions that improve individuals' lives and communities' resilience to stress and mitigate its adverse effects on the world.

Indexed as

climate changeinflammationmathematical modelsocial mediasocietystress

Identifiers

PMID39398282
PMCPMC11469639

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.