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Investigation of an individual with background levels of exhaled isoprene: a case study.

Sean William HarshmanAnne E JungKraig E StrayerBryan L AlfredJohn MattamanaAlena R VeiglAubrianne I DashCharles E SalterMadison A Stoner-DixonJohn T KellyChristina N DavidsonRhonda L PitschJennifer A Martin
Published in: Journal of breath research (2023)
Isoprene is one of the most abundant and most frequently evaluated volatile organic compounds in exhaled breath. Recently, several individuals with background levels of exhaled isoprene have been identified. Here, case study data are provided for an individual, identified from a previous study, with this low prevalence phenotype. It is hypothesized that the individual will illustrate low levels of exhaled isoprene at rest and during exercise. At rest, the subject (7.1 ppb) shows background ( μ = 14.2 ± 7.0 ppb) levels of exhaled isoprene while the control group illustrates significantly higher quantities ( μ = 266.2 ± 72.3 ppb) via proton transfer reaction mass spectrometry (PTR-MS). The result, background levels of isoprene at rest, is verified by thermal desorption gas chromatography mass spectrometry (TD-GC-MS) collections with the individual showing -3.6 ppb exhaled isoprene while the room background contained μ = -4.1 ± 0.1 ppb isoprene. As isoprene has been shown previously to increase at the initiation of exercise, exercise bike experiments were performed with the individual identified with low isoprene, yielding low and invariant levels of exhaled isoprene ( μ = 6.6 ± 0.1 ppb) during the exercise while control subjects illustrated an approximate 2.5-fold increase (pre μ = 286.3 ± 43.8 ppb, exercise μ = 573.0 ± 147.8 ppb) in exhaled isoprene upon exercise start. Additionally, exhaled breath bag data showed a significant decrease in isoprene (delta post/pre, p = 0.0078) of the control group following the exercise regimen. Finally, TD-GC-MS results for exhaled isoprene from the individual's family (mother, father, sister and maternal grandmother) illustrated that the mother and father exhibited isoprene values (28.5 ppb, 77.2 ppb) below control samples 95% confidence interval ( μ = 166.8 ± 43.3 ppb) while the individual's sister (182.0 ppb) was within the control range. These data provide evidence for a large dynamic range in exhaled isoprene in this family. Collectively, these results provide additional data surrounding the existence of a small population of individuals with background levels of exhaled isoprene.
Keyphrases
  • high intensity
  • mass spectrometry
  • physical activity
  • resistance training
  • risk factors
  • machine learning
  • high resolution
  • liquid chromatography
  • body mass index
  • ms ms
  • deep learning
  • weight loss
  • data analysis