Breath VOC biomarkers for Asthma: where are we at in 2024?

We have combined our internal data with VOCs identified across the literature to present the most promising VOC biomarkers for asthma that could be translated into breath tests in the future.

Disease Area: Respiratory, Asthma

Application: Biomarker Development

Sample medium: Breath

Analysis approach: Various (GC, GC-MS, TD-GC-MS, GCxGC-MS, GC-ToF-MS, GCxGC-ToF-MS, TD-GC-ToF-MS, NTD-GC-MS, GCxGC-HRToFMS, SIFT-MS, TD-GM/q-MS).

Summary:

  • The volatile organic compounds (VOCs) in exhaled breath have the potential to serve as biomarkers for improved asthma diagnosis, phenotyping, monitoring, and treatment selection
  • A literature review was performed (6th March 2024) to collate the VOCs in breath associated with asthma and collate this with internal data
  • Almost 200 compounds were identified, of which 87 were contained within our Breath Biopsy® VOC Atlas (86% of these VOCs were identified in more than one paper)
  • There were 52 promising asthma-associated VOCs in this dataset. The chemical classes that were increased included alkanes, aldehydes, and cyclic hydrocarbons, strongly indicating the role of lipid peroxidation in asthma pathophysiology

Asthma is a chronic inflammatory condition affecting millions of people worldwide, including approximately 12% of children aged 6 – 7 (1). Although all asthma patients experience a common set of symptoms (shortness of breath, chest tightness, wheezing when exhaling, etc.), the underlying disease mechanisms vary between patients, and this means that treatment selection is highly individual. A key distinction between asthma cases is the type of immune cells causing inflammation: eosinophilic or neutrophilic. Cases that are primarily eosinophilic typically respond well to glucocorticoid steroid treatments, whereas cases dominated by neutrophils show a poor response to steroids. Currently, the diagnosis of asthma is based on clinical history, physical examination, and lung function. However, the current diagnostic methods do not allow asthma to be diagnosed directly or to differentiate between phenotypes, therefore treatments are often prescribed via ‘trial and error’ approach. During this time, inappropriate treatments are prescribed resulting in unnecessary spending for healthcare systems, and periods of poor disease control with an increased risk of exacerbations for the patient.

Breath contains hundreds of volatile organic compounds (VOCs), many of which are produced locally in the respiratory tract due to processes such as lipid peroxidation, that could serve as new biomarkers for asthma. VOCs can be produced by the immunological mechanisms that underpin asthma pathophysiology, and therefore potentially could be used as better biomarkers to stratify patients without the need for trial and error.

A diagram showing how different underlying immunological mechanisms can lead to different asthma phenotypes

Asthma is one of the most studied respiratory diseases in terms of the VOCs in breath, likely due to both the importance of asthma as a common chronic respiratory condition with a significant impact on quality of life, and the potential clinical benefits that breath tests could provide. There is currently one breath test used in asthma diagnosis: Fractional Exhaled Nitric Oxide (FeNO), which is usually only used to support a diagnosis of asthma rather than as a conclusive biomarker, as there are cases of asthma (especially eosinophilic asthma) where FeNO may be low (2,3). Therefore, understanding how other informative volatiles in breath change in abundance in asthma could lead to the development of further diagnostic tests, that impart more detailed information about specific asthma phenotypes and underlying physiology in the respiratory tract.

Given the significant variability of volatile compounds among the human population, studies employing untargeted approaches without adequate controls can easily produce false positive hits when it comes to identifying candidate biomarkers. Therefore, it is important to cross-validate the findings of VOC composition associated with asthma across the literature and qualify which studies reported compounds that are highly likely to be genuine signals related to asthma pathophysiology, as opposed to background spurious signals. To this end, we completed a literature review combined with our internal data and will summarize the most promising VOC biomarkers for asthma (covering a broad range of studies across different asthma severities, age groups, and phenotypes in the first incidence) in this case study.

As of 6th March 2024 this combination of compounds from the literature and those arising from our internal data resulted in almost 200 unique VOCs that have been associated with asthma (4–26), which can be sorted into useful categories. The first is the group of asthma-associated VOCs that are in our Breath Biopsy VOC Atlas as “on-breath” (group 1), and the second are VOCs that are in our VOC Atlas but not routinely seen in healthy participants (group 2). Our VOC Atlas contains VOCs that have been carefully quantified for their presence in the breath (“on-breath”) in a population of heterogenous volunteers without any specific pathophysiologies, as opposed to originating from environmental contaminants, and all of the VOCs have undergone rigorous validation against standard references to confirm their identities. This means that the on-breath compounds could be associated with normal, healthy variation in the population, whereas group 2 compounds in the VOC Atlas are compounds that were not observed in individuals that could be considered to be healthy. This means that they may only be detectable in the breath of those with asthma and not in the breath of a healthy person – and so are promising to investigate further as potential breath VOC biomarkers of asthma. You can register for access to the Atlas here.

Of the approximately 200 compounds, 87 were contained with the VOC Atlas, of which 86% of the VOCs were identified in more than one paper as being associated with asthma. As most of the identified compounds that were not in the VOC Atlas were only mentioned in a single paper across the literature, the VOC Atlas may contain the key compounds that are more confidently able to be separated from spuriously significant compounds. Of the combined dataset of VOCs there were a total of 35 group 1 compounds, and 52 group 2 compounds that were altered in the breath of asthma patients. The chemical classes of the compounds that increased in asthmatic patients that were also group 2 are likely to give a clue as to the biological mechanism that produces them. Compared to group 1 compounds, there were 31% more alkanes, 10% more aldehydes, 10% more cyclic hydrocarbons group 2 compounds. This strongly suggests that lipid peroxidation is a major source of the altered volatile signature of the breath of asthmatic patients. Chronic inflammation is a key characteristic of asthma, a state which generates oxidative stress in the tissues of the respiratory tract. This results in the generation reactive oxygen species that can react with unsaturated fatty acids in the cell, and the subsequent release of characteristic volatile compounds like alkanes (27). Although lipid peroxidation has been associated with many inflammatory diseases, the different lipid compositions and redox enzyme complements of different cell types can result in a unique set of VOC lipid peroxidation products. In asthma, the inflammatory process occurs due to interactions between leukocytes, epithelial and stromal cells of the respiratory tract, and so could produce a unique pattern of volatiles in the breath (28).

A diagram showing how lipid peroxidation can produce volatile compounds

These group 2 compounds are therefore strong candidate biomarkers to study further to investigate the asthma-related pathophysiology that leads to their changing of abundance in the breath. Also, normally on-breath compounds that decrease to the point of being indistinguishable from background signal in patients with asthma are strong candidate biomarkers to investigate further. To progress these biomarkers towards validation, and eventually translation into further breath tests for asthma in clinical use, more work needs to be done to link the characteristic changing levels of these compounds in the breath in asthma, and the underlying mechanisms responsible.

We can incorporate use of the Breath Biopsy VOC Atlas in your breath research as part of our Breath Biopsy OMNI® service to enhance and fast-track breath biomarker identification and validation. To find out more information about breath biomarkers for asthma, and other potential research studied involving the use of VOCs, please do not hesitate to contact us.

 

References

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