ArticleLife medicine2026
The entropic view of aging: from thermodynamics to biology.
Article in Life medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- The ancient viral whispers of ageing: awakening the dark genome.Life medicine · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
A growing body of evidence suggests that aging is not simply the accumulation of damage, but a systemic progression of increasing entropy across biological scales. Synthesizing concepts from thermodynamics and information theory, we outline a tentative three-stage entropy model of the lifespan: order-building development, homeostatic adulthood, and disorder-dominant aging. Within this model, we attempt to reframe the established hallmarks of aging as interconnected nodes in an entropy-centered network and detail the multiscale manifestations of disorder from molecules to systems. To quantify this trajectory, we introduce a Multiscale Entropic Aging Index (MEAI) as a proof-of-concept conceptual framework, designed to integrate measurements of disorder across biological levels. This framework seeks to offer a potential unifying, quantitative language for aging research and suggests that entropy reduction could serve as a testable mechanism underlying interventions, laying a principled foundation for the future development of biomarkers and rejuvenative strategies.
Identifiers
What Socratic holds
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 Socratic graph.