# Assessing the impact of World Trade Center (WTC) exposures on post-bronchodilator lung function: Insights from WTC survivor population

**Authors:** Ziyue Wang, Jiacheng Ge, Yuyan Wang, Katherine Siu, Roberta Goldring, Beno Oppenheimer, Yongzhao Shao, Joan Reibman, Mengling Liu

PMC · DOI: 10.1371/journal.pone.0344458 · 2026-03-10

## TL;DR

This study examines how exposure to the World Trade Center disaster, along with obesity and smoking, affects lung function in survivors, finding that small airway dysfunction is linked to WTC exposure.

## Contribution

The study introduces post-bronchodilator oscillometry as a more sensitive method for detecting small airway dysfunction in WTC survivors.

## Key findings

- Dust-cloud exposure and worker status were associated with elevated AX, R5, and R20, indicating small airway dysfunction.
- Obesity and smoking had larger effects on lung function than WTC exposures.
- Post-bronchodilator oscillometry detected small airway dysfunction more effectively than spirometry.

## Abstract

To assess the effects of World Trade Center (WTC) exposures, obesity, and smoking on post-bronchodilator (post-BD) lung function in WTC Survivors.

Data included 5,243 participants enrolled in WTC Environmental Health Center (WTC EHC) program between 2005 and 2022. WTC-related exposures included dust-cloud exposure and occupational/residential roles. Lung function included post-BD spirometry (FEV1, FVC) and impulse oscillometry (R5, R20, AX). Multivariable linear and quantile regressions assessed associations with WTC exposures, BMI, and smoking, adjusting for demographics.

Dust-cloud exposure and Worker status were associated with elevated AX, R5, and R20, indicating small airway dysfunction. Spirometry showed minimal impact from dust exposure, though Workers had lower FEV₁ and FVC than Residents. Obesity and smoking were consistently linked to poorer lung function, with effect sizes surpassing WTC exposure. No significant interactions were found between BMI and WTC exposures.

WTC exposures are associated with small airway dysfunction, especially in Workers. Obesity and smoking independently worsen lung function, underscoring the importance of both environmental and physiological risk factors in disaster-exposed populations. Post-BD oscillometry adds critical sensitivity in detecting injury to small airways.

## Full-text entities

- **Diseases:** Obese (MESH:D009765), inhalational injury (MESH:D015208), adiposity (MESH:D018205), small (MESH:D018288), Underweight (MESH:D013851), inflammation (MESH:D007249), injury to small airways (MESH:D056151), injury to (MESH:D014947), respiratory decline (MESH:D012131), BD (MESH:D001528), dysfunction (MESH:D006331), respiratory abnormalities (MESH:D015619), Overweight (MESH:D050177), respiratory diseases (MESH:D012140), COPD (MESH:D029424), acute traumatic injury (MESH:D001930), cancer (MESH:D009369), abnormal lung function (MESH:D008171), reduced FVC (MESH:D001523), airway (MESH:D000402), mental health disorders (OMIM:603663), lung function (MESH:D055370), chronic (MESH:D002908), WTC (MESH:D016773), Aerodigestive disorder (MESH:D006258)
- **Chemicals:** WTC (-), AX (MESH:D000658)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12974862/full.md

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Source: https://tomesphere.com/paper/PMC12974862