2019
DOI: 10.1088/1752-7163/aaf3dc
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Associations of diet and lifestyle factors with common volatile organic compounds in exhaled breath of average-risk individuals

Abstract: Background: Detection of diseases via exhaled breath remains an attractive idea despite persisting gaps in understanding the origin of volatile organic compounds (VOCs) and their relationship with the disease of interest. Data on factors potentially influencing the results of breath analysis remain rather sparse and often controversial. In this study, we aimed to investigate the associations of common VOCs in exhaled breath of average-risk individuals with socio-demographic and lifestyle factors, medical condi… Show more

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Cited by 33 publications
(30 citation statements)
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“…The classifier was further evaluated with regard to various potential confounding factors (sex, age, BMI, alcohol consumption, smoking, diet, history of gastrointestinal disease, cardiovascular disease history, asthma, allergies, use of proton pump inhibitors (PPIs), nationality and physical activity) ( Table S1, supporting information) to validate the integrity of the classifier. The classifier used for the screening was influenced minimally by confounding factors, with random classifications as reflected by ROC analysis (AUC approximately 0·5 for most factors) supporting the validity of the classifier in gastric cancer detection ( Fig .…”
Section: Resultsmentioning
confidence: 99%
“…The classifier was further evaluated with regard to various potential confounding factors (sex, age, BMI, alcohol consumption, smoking, diet, history of gastrointestinal disease, cardiovascular disease history, asthma, allergies, use of proton pump inhibitors (PPIs), nationality and physical activity) ( Table S1, supporting information) to validate the integrity of the classifier. The classifier used for the screening was influenced minimally by confounding factors, with random classifications as reflected by ROC analysis (AUC approximately 0·5 for most factors) supporting the validity of the classifier in gastric cancer detection ( Fig .…”
Section: Resultsmentioning
confidence: 99%
“…Recent work in other diseases has shown that diet and lifestyle are important cofounders in breath VOC analysis (90). While this may apply to many of the smaller studies included within this review, with sufficiently large patient cohorts this may not be the case.…”
Section: Discussionmentioning
confidence: 95%
“…In most cases, the significant factors explained ~10% of the variance. In the current study, we have evaluated the main confounding that might influence the breath test as studied previously 19,23 . Additional factors may require further evaluation in future studies.…”
Section: Resultsmentioning
confidence: 99%