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Mosaic pattern: lung functional heterogeneity at the alveolus level
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Mosaic pattern: lung functional heterogeneity at the alveolus level

Gabrielle N. Grifno, Han Ali Kahvecioglu, Robert LeBourdais +26 more
October 2025
 ·
bioRxiv
 ·
DOI 
10.1101/2025.10.13.682072
94
%
Reproducible
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Why this is interesting

By capturing real-time images of individual aerosol particles depositing in breathing alveoli, this work overturns the assumption of uniform distal lung exposure, revealing a conserved deterministic mosaic that reframes infection, immunity, and inhaled therapy.

QED claims analysis

Summary

Real-time visualization of aerosol transport in functioning lungs reveals a deterministic 'mosaic pattern' of heterogeneous alveolar deposition driven by airway architecture, where specific alveolar clusters preferentially receive inhaled particles across all aerosol types, ventilation modalities, and mammalian species throughout the lifespan, with post-deposition redistribution dynamics that are molecular weight- and age-dependent, challenging diffusion-dominated models and establishing that inertial effects contribute to particle transport even at the alveolar level.

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Main Claim 1 –

Deterministic Mosaic Aerosol Deposition Across Alveolar Clusters

Supporting evidence

  • In Vivo and Ex Vivo Mosaic Patterns Overlap by 96%
  • Mosaic Pattern Persists Across Spontaneous, Positive-, and Negative-Pressure Ventilation
  • Mosaic Pattern Conserved Across Molecules, Nanoparticles, Microplastics, and Pathogens
  • Higher Tidal Volume Enlarges Mosaic Tiles via Increased Droplet Influx
  • Lower Respiratory Rate Speeds Mosaic Formation by Reducing Airway Impaction
Main Claim 2 –

Mosaic Pattern Conserved Lifespan; Tiles Expand, Bands Constant

Supporting evidence

  • Porcine Lungs Exhibit Mosaic-Like Aerosol Deposition Heterogeneity
  • Human Transplant-Rejected Lungs Show Mosaic-Like Deposition Heterogeneity
Main Claim 3 –

Airway Architecture Drives Mosaic Tiles Connected to Terminal Bronchioles

Supporting evidence

  • Methacholine Constriction Dims Tiles Without Shifting Mosaic Geometry
  • Emphysema Preserves Mosaic Pattern but Distorts Tile Geometry
  • Severe Fibrosis Abolishes Mosaic Pattern in Heavily Injured Regions
  • Tumors >200 µm Disrupt Mosaic Tile Geometry
  • Similar Tile and Band Strain Rules Out Alveolar Mechanics
  • Mosaic Pattern Unrelated to Pulmonary Vascular Perfusion Patterns
Main Claim 4 –

Post-Deposition Redistribution Depends on Molecular Weight and Particle Size

Supporting evidence

  • Cell-Binding Dyes Preserve Mosaic Organization for Up to Two Days
  • Aging Slows Large-Molecule Redistribution and Lowers Diffusion Coefficients
  • Dextrans Confirm Slower Redistribution with Increasing Molecular Weight
  • Pores of Kohn Enable Millisecond Inter-Alveolar Aerosol Transport

Abstract

Inhaled particles carrying pathogens, pollutants (e.g., microplastics, smoke), therapeutics, and diagnostics are increasingly relevant to public health, yet real-time tracking of aerosol transport in functional alveoli remains challenging. Here, we used the recently developed crystal ribcage to investigate aerosol transport in ex vivo lungs during active ventilation, obtaining the first real-time observations of single aerosol droplet transport and deposition in functional alveoli. We discovered deterministic heterogeneity at both intra- and inter-alveolar levels, with aerosol distribution forming a characteristic "mosaic" pattern in which only specific alveolar clusters received particles. The pattern was consistently formed in vivo during spontaneous breathing and ex vivo using both positive- and negative-pressure ventilation. This pattern was also consistent across a range of aerosols, including small molecules, nanobodies, nanoparticles, microplastics, therapeutics, and pathogens. Additionally, the pattern was observed in murine, porcine, and human lungs, and evolved from birth through aging in mice. The post-deposition stability of the pattern depended on particle type and lung age, lasting from a few minutes for small molecular weight particles to multiple days for cell-binding particles. These alveolar-level heterogeneities may uncover previously unrecognized biological and immunological heterogeneities associated with the mosaic pattern, including its role in postnatal lung development, susceptibility to inhaled airborne hazards such as pollutants and infectious agents, and early pathogenesis and response to inhaled therapeutics in respiratory diseases such as pneumonia, COPD, asthma, and lung cancer.

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