ArticleProceedings of the National Academy of Sciences of the United States of America2018
Quantifying resilience of humans and other animals.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07773571 (Development of an ICU Physiological State Space Monitor Based on the ICCA Database), which is not on this map. Cited by 131 papers, 1 of them a synthesis that pooled 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.
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.
Development of an ICU Physiological State Space Monitor Based on the ICCA Database: A Single-Center Retrospective Observational Study
Who cites it
131 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A Systematic Review of Automatic Health Monitoring in Calves: Glimpsing the Future From Current Practice.Frontiers in veterinary science · 2021Pooled it
- Effects of 10 add-on HF-rTMS treatment sessions on alcohol use and craving among detoxified inpatients with alcohol use disorder: a randomized sham-controlled clinical trial.Addiction (Abingdon, England) · 2023Trial
- Lasting shift in the gut microbiota in patients with acute myeloid leukemia.Blood advances · 2022Trial
- Metabolic Effects of Healing Touch During Cervical Cancer Treatment: An Exploratory Analysis.Integrative cancer therapiesTrial
- Adults up to 80 years old maintain effective movement planning when facing complex body dynamics.GeroScience · 2026Article
- Using the Stressor-System-Resilience Resources-Outcomes (SSRO) scaffold to clarify the core components of resilience research in medicine.Communications medicine · 2026Review
- Limited sucrose intake produces subregion-specific remodeling of perineuronal nets in the medial prefrontal cortex.Brain structure & function · 2026Article
- Early warning signals for loss of control in complex systems.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Chaotic dynamics of Tai Chi public attention revealed by an integrated framework of horizontal visibility graphs, autoencoders, and sparse identification.Scientific reports · 2026Article
- Emerging design principles for environmental, economic, and equity successes in land conservation.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Resilience Ontologies in Veterinary Science: How They Shape the Way We Address Resilience.Veterinary sciences · 2026Review
- Log-transformed variance from individual growth curves as a potential indicator of resilience in Nile tilapia Oreochromis niloticus.Scientific reports · 2026Article
- Quantifying the stability landscapes of psychological networks.Behavior research methods · 2026Article
- Daily feed intake patterns of purebred nucleus boars as genetic indicators for disease resilience of crossbred barrows under a natural polymicrobial disease challenge.Journal of animal science · 2026Article
- Cognitive reserve and adaptive resilience: a conceptual analysis of a cross-species framework for neuropsychology and cognitive aging.Frontiers in psychology · 2026Review
- A Bio-Economic Evaluation of Var, LnVar, and r-Auto Resilience Indicators in Czech Holstein Cattle.Animals : an open access journal from MDPI · 2025Article
- Understanding Stress Response in Superorganisms: A Multi-Level and Cybernetic Approach.Ecology and evolution · 2025Review
- Uncovering the Genetic Basis of Porcine Resilience Through GWAS of Feed Intake Data.Animals : an open access journal from MDPI · 2025Article
- Predicting recovery after stressors using step count data derived from activity monitors.NPJ digital medicine · 2025Article
- The Impairment of Body Condition Transiently Increases Oxidative Stress: A Dietary Restriction Experiment in Partridges.Journal of experimental zoology. Part A, Ecological and integrative physiology · 2025Article
71 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
All life requires the capacity to recover from challenges that are as inevitable as they are unpredictable. Understanding this resilience is essential for managing the health of humans and their livestock. It has long been difficult to quantify resilience directly, forcing practitioners to rely on indirect static indicators of health. However, measurements from wearable electronics and other sources now allow us to analyze the dynamics of physiology and behavior with unsurpassed resolution. The resulting flood of data coincides with the emergence of novel analytical tools for estimating resilience from the pattern of microrecoveries observed in natural time series. Such dynamic indicators of resilience may be used to monitor the risk of systemic failure across systems ranging from organs to entire organisms. These tools invite a fundamental rethinking of our approach to the adaptive management of health and resilience.
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Registered trials
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.