Table 1 Preclinical Platforms for ENDS Inhalation Toxicology. Various systems, living and non-living, bioengineered and non-bioengineered, reviewed in this article

From: Multidisciplinary approaches in electronic nicotine delivery systems pulmonary toxicology: emergence of living and non-living bioinspired engineered systems

System Classification

Components

Characteristics (Pros and Cons)

Provided Biological Information

Application Examples

2D and 3D Static Cell Culture Models

Human lung epithelial cell lines (e.g., Beas-2B); TWI models of primary hAEpCs

Pros: 2D Cultures: easy to culture, amenable for medium-to-high throughput testing. TWIs: recreation of in vivo-seen differentiated airway epithelium.

Cons: 2D Cultures: lack differentiation into mucociliated airway epithelium, do not capture inter-individual variability. TWIs: lack dynamic interaction between lung epithelium and systemic immune system, limited multicellularity, absence of blood-like fluidic flow and physiological vascular shear, lack sub-epithelial extracellular matrix.

Cytotoxicity, inflammatory response, oxidative stress.

BEAS-2B cells to investigate cytotoxicity and inflammatory response to EC aerosols.

Lung Spheroids and Organoids

3D structures mimicking airway and alveoli derived from lung cells, iPSCs or tumor cells

Pros: More closely mimic tissue architecture and cellular interactions.

Cons: Lack vasculature, ALI, hard to control cell ratio and aggregate size, inability to recapitulate dynamic mechanical forces with blood and air flows.

Differentiation into various lung cell types, cellular interactions.

Bronchial spheroids (derived from BEAS-2B cells) to study response to diesel exhaust particles.

Precision Cut Lung Slices (PCLS)

Uniform whole lung sections (150–500 µm thick)

Pros: Mimic cellular and architectural complexity of lung.

Cons: Limited viability, lack vascular circulation, high variability, absence of epithelial ALI.

Tissue-level responses, antiviral responses.

Human PCLS to study effects of vaping extract and IAV infection.

Animal Models

Mostly mice (e.g., C57BL/6) or rats (e.g., Sprague Dawley)

Pros: Systemic effects, multi-organ responses.

Cons: Ethical concerns, interspecies differences, time-consuming.

Pulmonary and systemic inflammation, immune responses, toxicological outcomes.

Mice exposed to EC aerosols to study inflammatory and immune responses.

Organs-on-Chips

Microfluidic devices populated with human cells (e.g., Lung Small Airway-on-a-Chip, Vasculature-on-a-Chip)

Pros: Reproduce tissue‒tissue interfaces, mechanical cues, vascular perfusion.

Cons: Low throughput, costly, lack certain tissue complexities.

Lung pathophysiology, cytokine secretion, immune cell recruitment, therapeutic responses.

Human Lung Small Airway-on-a-Chip to study response to EC aerosols under physiologically relevant breathing conditions.

Computational Approaches

QSAR models, CFPD-PBTK models

Pros: Predict toxicity and particle deposition, reduce animal usage.

Cons: Require high-quality data, need validation, may not account for all physical and chemical interactions.

Predictive toxicology, pharmacokinetics, molecular interactions.

QSAR models to predict inhalation toxicity of ENDS chemicals.

Physico-chemical Analyses

QCM, Cascade Impactors, NMR, GC-MS

Pros: Provide detailed chemical composition and physical characteristics.

Cons: Often terminal endpoints, not real-time, scalability issues.

Particle size distribution, chemical composition, toxic compound identification.

QCM to quantify particulate mass from aerosols, GC-MS for chemical analysis of e-liquids.

Bioinspired Robotics

HUMITIPAA

Pros: Simulate human vaping behavior and respiration mechanics, measure real-time particle inhalation.

Cons: Need expansion for measuring nanoparticles, association with biological impact needed.

Real-time particle size distribution, inhaled particle quantity, inhalation dynamics.

HUMITIPAA to assess inhaled particle profiles (quantity and size distribution) from ECs containing VEA or menthol.

  1. Column titles are noted in bold.
  2. ENDS: electronic nicotine delivery systems, TWI transwell insert, ALI air-liquid interface, EC electronic cigarette, hAEpCs human airway epithelial cells, 2D two-dimensional, 3D three-dimensional, iPSCs induced pluripotent stem cells, PCLS precision-cut lung slices, QSAR quantitative structure-activity relationship, CFPD-PBTK computational fluid-particle dynamics-physiologically based toxicokinetic numerical model, QCM quartz crystal microbalance, NMR nuclear magnetic resonance spectroscopy, GC-MS gas chromatography-mass spectrometry, HUMITIPAA Human Vaping Mimetic Real-Time Particle Analyzer, VEA vitamin E acetate.