Skip to main content
Environment

The Mader model of muscle energy metabolism simulates key metabolic exercise phenomena.

| Source: Proceedings of the National Academy of Sciences of the United States of America

Energy metabolism matches adenosine triphosphate (ATP) resynthesis to hydrolysis even during abrupt transitions such as exercise onset. In 1984, Alois Mader proposed a mechanistic model that captures this regulation through 33 coupled differential equations linking oxidative phosphorylation, glycolysis, and the phosphocreatine shuttle via adenosine diphosphate (ADP), phosphate, and pH feedback. Despite its potential, broader adoption has been limited by closed-source implementations and key publ

Energy metabolism matches adenosine triphosphate (ATP) resynthesis to hydrolysis even during abrupt transitions such as exercise onset. In 1984, Alois Mader proposed a mechanistic model that captures this regulation through 33 coupled differential equations linking oxidative phosphorylation, glycolysis, and the phosphocreatine shuttle via adenosine diphosphate (ADP), phosphate, and pH feedback. Despite its potential, broader adoption has been limited by closed-source implementations and key publications available only in German. Here, we present MetaboliSim, an open-source software tool that simulates muscle energy metabolism in a virtual human parameterized by four physiological inputs: V̇O 2 max (oxidative capacity), v Lamax (glycolytic capacity), body mass, and active muscle mass. Using MetaboliSim, we test Mader's equations against 10 experimentally established phenomena of exercise metabolism, including ATP homeostasis under fatigue, transient pH alkalinization, glycogen-dependent lactate thresholds, intensity-dependent fat oxidation, the V̇O 2 slow component, and work-rate-dependent exhaustion, without altering any equation or constant within the model. Mader's model qualitatively reproduces all 10 phenomena, generating similarly shaped response curves; absolute values depend on individual parameterization rather than being universally matched. The characteristic inverted-U of fat oxidation and the exercise intensity-dependent V̇O 2 kinetics, for example, both emerge from the same equation system. A Sobol sensitivity analysis (S01) reveals a calibration hierarchy: V̇O 2 max and body mass drive power predictions; v Lamax and buffer capacity drive metabolite predictions. That a compact, 40-year-old equation system accounts for this breadth of metabolic phenomena suggests that a small number of regulatory feedback loops may suffice to explain a wide range of metabolic responses to exercise. MetaboliSim is freely available to enable independent testing, empirical calibration, and refinement.

Read the original source →

Related Stories

Environment

Continuous UV irradiation played an inconclusive role in selecting the canonical genetic alphabet.

An abundance of heterocyclic molecules analogous to canonical nucleobases (i.e., adenine, thymine, guanine, cytosine, and uracil) used as the genetic alphabet in DNA and RNA could have been present in various prebiotic environments on early Earth. However, extant biology generally uses the canonical nucleobases and nucleosides as the genetic alphabet, and not any number of possible noncanonical counterparts. Ultraviolet (UV) irradiation was likely abundant on the surface of the early Earth and h

Continue reading
Environment

Fault-controlled natural hydrogen reservoirs as underground hydrogen storage sites.

Underground hydrogen storage requires geological formations with demonstrated hydrogen containment, yet no conventional storage candidate (salt caverns, aquifers, or depleted hydrocarbon reservoirs) offers direct, prior evidence of H 2 -specific sealing. We propose that subcommercial natural hydrogen reservoirs, where H 2 has accumulated over geological timescales, can serve as precertified storage sites. This proposition is evaluated using the Bulqizë fault-controlled natural H 2 reservoir

Continue reading
Environment

Meteoritic organic matter records primitive oxygen reservoirs of the solar system.

Unraveling the complex formation and alteration history for extraterrestrial organic matter is key to understanding the chemical evolution of the solar system (SS) and potentially even life's emergence on Earth. In this study, we performed high-precision triple oxygen isotope measurements on insoluble organic matter (IOM) sourced from a diverse suite of carbonaceous chondrites (CCs). Remarkably, the IOM from primitive Type 1 and 2 CCs-including CI, CM, CR, Bells, and Tarda-have oxygen isotope co

Continue reading
Environment

Compound drought-heat wave hazards are concentrated in US regions with multiple social vulnerabilities and agricultural dependence.

Compound drought and heat wave (CDHW) events are becoming more frequent and intense across the contiguous United States, increasing risks to human health, ecosystems, agriculture, and energy production systems. However, their distribution across socioeconomically vulnerable communities remains largely unexplored at the national scale. In this study, we develop a CDHW metric by integrating weekly US Drought Monitor classifications with daily temperature extremes from 2000-2021, allowing consisten

Continue reading
Environment

An RNA thermogenic therapy to preserve lean mass and enhance metabolic health during GLP-1 weight loss.

Current obesity therapies reduce weight but often fail to preserve lean mass or sustain metabolic benefit. Glucagon-like peptide-1 receptor agonists (GLP-1RA) improve obesity-associated metabolic disease, but weight loss is often accompanied by reduced energy expenditure, loss of lean mass, and rapid fat-predominant regain after treatment discontinuation. We hypothesized that pharmacologic activation of adipose thermogenesis could specifically target fat loss, complement appetite suppression by

Continue reading