A set of volatile organic compounds is provided, comprising Benzene, 2,3,4-trimethyl-Pentane, 1,4-dimethyl-, trans-Cyclohexane, 2,2,4-trimethyl-Hexane, 1,7,7-trimethyl-Tricyclo[2.2.1.0(2,6)]heptane, and 4-ethyl-3-Octene for breath analysis. Methods of identifying these VOCs and use thereof in diagnosing, monitoring the onset of pulmonary toxicity are also disclosed.
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