# Similarity of sputum mediator signatures between e-cigarette users and COPD depends on GOLD stage and type of e-cigarette: a pilot study

**Authors:** Elise Hickman, William Dabbs, Heather Wells, R. Graham Barr, Prescott Woodruff, Jill Ohar, Fernando J. Martinez, Russell Bowler, Christopher B. Cooper, Jeffrey L. Curtis, J. Michael Wells, Wassim W. Labaki, Ilona Jaspers, Julia E. Rager, Neil E. Alexis

PMC · DOI: 10.1371/journal.pone.0343940 · PLOS One · 2026-03-09

## TL;DR

This study finds that e-cigarette users have sputum inflammation patterns similar to COPD patients, depending on disease stage and device type.

## Contribution

First pilot study showing shared biological mechanisms between e-cigarette users and COPD based on sputum mediator profiles.

## Key findings

- E-cig users showed COPD-like sputum mediator profiles with GOLD stage specificity.
- Shared inflammatory mediators included proteases (MMP9, MMP2) and elastases.
- Overlap was most pronounced in severe COPD (GOLD 3) and pre-COPD groups.

## Abstract

There is overlap in symptoms and airway pathobiology between COPD and e-cigarette (e-cig) users. We sought to determine if young adult e-cig users have similar sputum soluble mediator profiles to COPD and if this is related to the Global Initiative for Chronic Obstructive Lung Disease (GOLD) stage and generation of e-cig device. Experimental groups (n = 20–30/group) included non-smokers, smokers at risk of COPD (“pre-COPD”), mild/moderate COPD (GOLD 1/2), and severe COPD (GOLD 3) from the SPIROMICS cohort and healthy e-cig users of 3rd and 4th generation devices (previously published). Sputum soluble mediator profiles were compared between COPD GOLD stages and then between e-cig users of both generation devices and COPD participants by GOLD stage using a suite of computational approaches, including correlation analyses, unsupervised machine learning, and multivariate distance metrics. Inflammatory mediators were significantly increased in pre-COPD and GOLD 3 versus non-smokers and GOLD 1/2. Soluble mediator profiles of e-cig users showed patterns of overlap with COPD that were GOLD stage specific and based on shared biological functions that included proteases (MMP9, MMP2) and elastases (neutrophil elastase, myeloperoxidase). These findings indicate similarities in soluble mediator profiles between e-cig users and patients with COPD, highlighting potentially similar biological mechanisms relating to inflammation and tissue remodeling. Future studies with younger COPD cohorts, and those with preserved ratio impaired spirometry (PRISm) or bronchitis versus apical emphysema are needed to fully understand the extent of biological mechanisms that are shared between e-cig users and COPD. This pilot study represents a first step in understanding potential similarities between mediator changes in the airways of COPD patients and otherwise healthy young adult e-cig users.

## Linked entities

- **Proteins:** MMP9 (matrix metallopeptidase 9), MMP2 (matrix metallopeptidase 2)
- **Diseases:** COPD (MONDO:0005002), bronchitis (MONDO:0003781), emphysema (MONDO:0004849)

## Full-text entities

- **Genes:** MPO (myeloperoxidase) [NCBI Gene 4353], CASP1 (caspase 1) [NCBI Gene 834] {aka ICE, IL1BC, P45}, SERPINA1 (serpin family A member 1) [NCBI Gene 5265] {aka A1A, A1AT, AAT, PI, PI1, PRO2275}, NLRP3 (NLR family pyrin domain containing 3) [NCBI Gene 114548] {aka AGTAVPRL, AII, AVP, C1orf7, CIAS1, CLR1.1}, MMP9 (matrix metallopeptidase 9) [NCBI Gene 4318] {aka CLG4B, GELB, MANDP2, MMP-9}, CXCL10 (C-X-C motif chemokine ligand 10) [NCBI Gene 3627] {aka C7, IFI10, INP10, IP-10, SCYB10, crg-2}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, TIMP1 (TIMP metallopeptidase inhibitor 1) [NCBI Gene 7076] {aka CLGI, EPA, EPO, HCI, TIMP, TIMP-1}, CCL4 (C-C motif chemokine ligand 4) [NCBI Gene 6351] {aka ACT2, AT744.1, G-26, HC21, LAG-1, LAG1}, CCL17 (C-C motif chemokine ligand 17) [NCBI Gene 6361] {aka A-152E5.3, ABCD-2, SCYA17, TARC}, ELANE (elastase, neutrophil expressed) [NCBI Gene 1991] {aka ELA2, GE, HLE, HNE, NE, PMN-E}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, CCL2 (C-C motif chemokine ligand 2) [NCBI Gene 6347] {aka GDCF-2, HC11, HSMCR30, MCAF, MCP-1, MCP1}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, IL1A (interleukin 1 alpha) [NCBI Gene 3552] {aka IL-1 alpha, IL-1A, IL1, IL1-ALPHA, IL1F1}, FGB (fibrinogen beta chain) [NCBI Gene 2244] {aka HEL-S-78p}, mucin [NCBI Gene 100508689], CCL26 (C-C motif chemokine ligand 26) [NCBI Gene 10344] {aka IMAC, MIP-4a, MIP-4alpha, SCYA26, TSC-1}, CCL11 (C-C motif chemokine ligand 11) [NCBI Gene 6356] {aka SCYA11}, CCL3 (C-C motif chemokine ligand 3) [NCBI Gene 6348] {aka G0S19-1, LD78, LD78ALPHA, MIP-1-alpha, MIP1A, SCI}, MMP2 (matrix metallopeptidase 2) [NCBI Gene 4313] {aka CLG4, CLG4A, MMP-2, MMP-II, MONA, TBE-1}, TIMP2 (TIMP metallopeptidase inhibitor 2) [NCBI Gene 7077] {aka CSC-21K, DDC8}, CFTR (CF transmembrane conductance regulator) [NCBI Gene 1080] {aka ABC35, ABCC7, CF, CFTR/MRP, MRP7, TNR-CFTR}, CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}
- **Diseases:** cough (MESH:D003371), pulmonary vascular condition (MESH:D057772), allergic rhinitis (MESH:D065631), hypertrophy (MESH:D006984), cardiovascular condition (MESH:D002318), bronchitis (MESH:D001991), immunodeficiency (MESH:D007153), death (MESH:D003643), tissue damage (MESH:D017695), GOLD 1 (MESH:C538557), GOLD 1/2 (MESH:C565121), GOLD stage 3 (MESH:D062706), wheezing (MESH:D012135), emphysema (MESH:D004646), lung injury (MESH:D055370), lung disease (MESH:D008171), pulmonary decline (MESH:D060825), shortness of breath (MESH:D004417), respiratory disease (MESH:D012140), cardiorespiratory disease (MESH:D004194), respiratory infections (MESH:D012141), Inflammatory (MESH:D007249), GOLD 3 (MESH:C537153), airway injury (MESH:D000402), COPD (MESH:D029424), bleeding disorders (MESH:D006470), respiratory harm (MESH:D012131)
- **Chemicals:** Nicotine (MESH:D009538), propylene glycol (MESH:D019946), Hema 3 (-), cannabinoids (MESH:D002186), calcium (MESH:D002118), cotinine (MESH:D003367), vitamin E acetate (MESH:D024502), steroid (MESH:D013256), THC (MESH:D013759), theophylline (MESH:D013806), oxygen (MESH:D010100), Trypan Blue (MESH:D014343), hypertonic saline (MESH:D012965), ethanol (MESH:D000431), DTT (MESH:D004229), fluticasone salmeterol (MESH:D000068297), e (MESH:D004540)
- **Species:** Homo sapiens (human, species) [taxon 9606], Mus musculus (house mouse, species) [taxon 10090], Nicotiana tabacum (American tobacco, species) [taxon 4097]

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12970936/full.md

## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12970936/full.md

## References

62 references — full list in the complete paper: https://tomesphere.com/paper/PMC12970936/full.md

---
Source: https://tomesphere.com/paper/PMC12970936