ArticlePLoS computational biology2025
Towards constructing a generalized structural 3D breathing human lung model based on experimental volumes, pressures, and strains.
Article in PLoS computational biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Validation of an ovine lung parenchyma material model with pressures representing the breathing cycle for high-velocity impacts.Biomechanics and modeling in mechanobiology · 2026Article
- A multi-fidelity poroelastic finite element and machine learning framework for characterizing respiratory mechanics in porcine lungs.Biomechanics and modeling in mechanobiology · 2026Article
- Human airway material characterization via inverse finite element analysis and neural network surrogate.Biomechanics and modeling in mechanobiology · 2026Article
- Injury Mechanics in Surfactant-Depleted and Healthy Rat Lungs: A Multi-scale Consideration of Artificial and Physiological Ventilation.Annals of biomedical engineering · 2026Article
- Coupled mixed-dimensional multiphase porous media approach for modeling airflow, blood flow, and gas exchange in the human lungs.Biomechanics and modeling in mechanobiology · 2026Article
- Human lungs fluid mechanics: an overview of current modelling techniques.The European physical journal. E, Soft matter · 2026Review
- Idiopathic pulmonary fibrosis from a multiscale mechanobiology perspective: Mechanisms and future therapeutic prospects.iScience · 2026Review
- Human ex-vivo lung mechanics differ under positive- and negative-pressure ventilation.Respiratory research · 2026Article
- Interactive effects of pulmonary pathologies and ventilation modes driving heterogeneous and anisotropic regional strain mechanics.Scientific reports · 2025Article
- Predictions of Atelectasis-Induced Microvolutrauma: A Key Pathway to Ventilator-Induced Lung Injury.Journal of biomechanical engineering · 2025Article
- Fibrotic and emphysematous murine lung mechanics under negative-pressure ventilation.American journal of physiology. Lung cellular and molecular physiology · 2025Article
- Lung recruitment mechanics: coalescing tissue strains with organ expansion.Respiratory research · 2025Article
- Micromechanics of lung capillaries across mouse lifespan and in positive- vs negative-pressure ventilation.npj biological physics and mechanics · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
Respiratory diseases represent a significant healthcare burden, as evidenced by the devastating impact of COVID-19. Biophysical models offer the possibility to anticipate system behavior and provide insights into physiological functions, advancements which are comparatively and notably nascent when it comes to pulmonary mechanics research. In this context, an Inverse Finite Element Analysis (IFEA) pipeline is developed to construct the first continuously ventilated three-dimensional structurally representative pulmonary model informed by both organ- and tissue-level breathing experiments from a cadaveric human lung. Here we construct a generalizable computational framework directly validated by pressure, volume, and strain measurements using a novel inflating apparatus interfaced with adapted, lung-specific, digital image correlation techniques. The parenchyma, pleura, and airways are represented with a poroelastic formulation to simulate pressure flows within the lung lobes, calibrating the model's material properties with the global pressure-volume response and local tissue deformations strains. The optimization yielded the following shear moduli: parenchyma (2.8 kPa), airways (0.2 kPa), and pleura (1.7 Pa). The proposed complex multi-material model with multi-experimental inputs was successfully developed using human lung data, and reproduced the shape of the inflating pressure-volume curve and strain distribution values associated with pulmonary deformation. This advancement marks a significant step towards creating a generalizable human lung model for broad applications across animal models, such as porcine, mouse, and rat lungs to reproduce pathological states and improve performance investigations regarding medical therapeutics and intervention.
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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 Socratic graph.