# An automated morphometric approach to evaluate distal lung patterning in mouse models of bronchopulmonary dysplasia

**Authors:** Declan J. Gainer, Mark L. Ormiston, Yusuke Hoshino, Yusuke Hoshino, Yusuke Hoshino

PMC · DOI: 10.1371/journal.pone.0333159 · PLOS One · 2026-02-17

## TL;DR

This paper introduces a faster, unbiased method to analyze lung structures in mice with a condition affecting preterm infants.

## Contribution

A semi-automated tool using free software to quantify lung airway features in BPD mouse models.

## Key findings

- Alveolar and alveolar duct areas strongly correlate with mean linear intercept measurements.
- Hyperoxia-exposed mice show fewer, enlarged alveoli and enlarged alveolar ducts.
- The method reduces analysis time and eliminates inter-operator bias.

## Abstract

Chronic respiratory diseases represent a large group of non-communicable diseases that are a leading cause of mortality and morbidity globally. Many of the methods utilized to assess airway simplification in experimental models of the conditions are overly time-consuming and are sensitive to inter-operator biases, necessitating the need for unbiased and efficient tools to supplement analyses.

We propose a semi-automated method to quantitate the characteristics of large terminal respiratory airways and alveoli that uses free image-processing software (Fiji). We aimed to develop and test this method in a mouse model of bronchopulmonary dysplasia (BPD), a disease of blunted airway and pulmonary vascular development that remains a leading cause of mortality among preterm infants. Optimal macro parameters were determined with a test set of images from postnatal day 14 (P14) mice exposed to acute postnatal hyperoxia by determining which area and circularity values best correlated with mean linear intercept (LM). Validation was performed on a separate set of images from P7 mice subjected to the same hyperoxic model of BPD.

Both alveolar duct (r: 0.7866, p = 0.0359) and alveolar (r: 0.9475, p = 0.0012) area correlated with LM measurements from the test set. Using our method on a validation dataset, we demonstrate that hyperoxia-exposed mice possess fewer, enlarged alveoli that occupy less total area, as well as enlarged alveolar ducts that occupy a greater proportion of the parenchyma.

We report a semi-automated method of quantitating the characteristics of large and small terminal respiratory airways. This tool expedites analysis and removes operator bias relative to existing methods. We also demonstrate that LM changes in an acute model of hyperoxia-induced BPD result from both alveolar simplification and inadequate primary septation at the level of the alveolar ducts.

## Linked entities

- **Diseases:** bronchopulmonary dysplasia (MONDO:0019091)
- **Species:** Mus musculus (taxon 10090)

## Full-text entities

- **Genes:** Eln (elastin) [NCBI Gene 13717] {aka E030024M20Rik}
- **Diseases:** obstructive diseases (MESH:D001157), obstructive and restrictive lung diseases (MESH:D008173), BPD (MESH:D001997), RAC (MESH:D009845), overdose (MESH:D062787), development (MESH:D002658), blunted (MESH:D014949), chorioamnionitis (MESH:D002821), hyperoxia (MESH:D018496), CRDs (MESH:D012140), fibrosis (MESH:D005355), emphysema (MESH:D004646), cardiopulmonary complications (MESH:D006323), lung damage (MESH:D008171), hypoxia (MESH:D000860), airway dysfunction (MESH:D000402)
- **Chemicals:** hematoxylin (MESH:D006416), O2 (-), PFA (MESH:C003043), eosin (MESH:D004801), PBS (MESH:D007854), paraffin (MESH:D010232), Sodium Pentobarbital (MESH:D010424)
- **Species:** Homo sapiens (human, species) [taxon 9606], Mus musculus (house mouse, species) [taxon 10090]
- **Cell lines:** C57BL/6 — Mus musculus (Mouse), Transformed cell line (CVCL_C0MU)

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12912560/full.md

## References

20 references — full list in the complete paper: https://tomesphere.com/paper/PMC12912560/full.md

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Source: https://tomesphere.com/paper/PMC12912560