Sensor array and gas chromatographic detection of the blood serum volatolomic signature of COVID-19
Volatolomics is gaining consideration as a viable approach to diagnose several diseases, and it also shows promising results to discriminate COVID-19 patients via breath analysis. This paper extends the study of the relationship between volatile compounds (VOCs) and COVID-19 to blood serum. Blood sa...
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Published in | iScience Vol. 24; no. 8; p. 102851 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
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20.08.2021
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Abstract | Volatolomics is gaining consideration as a viable approach to diagnose several diseases, and it also shows promising results to discriminate COVID-19 patients via breath analysis. This paper extends the study of the relationship between volatile compounds (VOCs) and COVID-19 to blood serum. Blood samples were collected from subjects recruited at the emergency department of a large public hospital. The VOCs were analyzed with a gas chromatography mass spectrometer (GC/MS). GC/MS data show that in more than 100 different VOCs, the pattern of abundances of 17 compounds identifies COVID-19 from non-COVID with an accuracy of 89% (sensitivity 94% and specificity 83%). GC/MS analysis was complemented by an array of gas sensors whose data achieved an accuracy of 89% (sensitivity 94% and specificity 80%).
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•Volatile compounds released from human blood serum were analyzed•Blood serum of COVID-19 patients is identified by a pool of 17 volatile compounds•An array of gas sensors detects COVID-19 from serum volatile compounds analysis
Health sciences; Diagnostics; Biotechnology; Medical biotechnology |
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AbstractList | Volatolomics is gaining consideration as a viable approach to diagnose several diseases, and it also shows promising results to discriminate COVID-19 patients via breath analysis. This paper extends the study of the relationship between volatile compounds (VOCs) and COVID-19 to blood serum. Blood samples were collected from subjects recruited at the emergency department of a large public hospital. The VOCs were analyzed with a gas chromatography mass spectrometer (GC/MS). GC/MS data show that in more than 100 different VOCs, the pattern of abundances of 17 compounds identifies COVID-19 from non-COVID with an accuracy of 89% (sensitivity 94% and specificity 83%). GC/MS analysis was complemented by an array of gas sensors whose data achieved an accuracy of 89% (sensitivity 94% and specificity 80%). Volatolomics is gaining consideration as a viable approach to diagnose several diseases, and it also shows promising results to discriminate COVID-19 patients via breath analysis. This paper extends the study of the relationship between volatile compounds (VOCs) and COVID-19 to blood serum. Blood samples were collected from subjects recruited at the emergency department of a large public hospital. The VOCs were analyzed with a gas chromatography mass spectrometer (GC/MS). GC/MS data show that in more than 100 different VOCs, the pattern of abundances of 17 compounds identifies COVID-19 from non-COVID with an accuracy of 89% (sensitivity 94% and specificity 83%). GC/MS analysis was complemented by an array of gas sensors whose data achieved an accuracy of 89% (sensitivity 94% and specificity 80%). [Display omitted] •Volatile compounds released from human blood serum were analyzed•Blood serum of COVID-19 patients is identified by a pool of 17 volatile compounds•An array of gas sensors detects COVID-19 from serum volatile compounds analysis Health sciences; Diagnostics; Biotechnology; Medical biotechnology Volatolomics is gaining consideration as a viable approach to diagnose several diseases, and it also shows promising results to discriminate COVID-19 patients via breath analysis. This paper extends the study of the relationship between volatile compounds (VOCs) and COVID-19 to blood serum. Blood samples were collected from subjects recruited at the emergency department of a large public hospital. The VOCs were analyzed with a gas chromatography mass spectrometer (GC/MS). GC/MS data show that in more than 100 different VOCs, the pattern of abundances of 17 compounds identifies COVID-19 from non-COVID with an accuracy of 89% (sensitivity 94% and specificity 83%). GC/MS analysis was complemented by an array of gas sensors whose data achieved an accuracy of 89% (sensitivity 94% and specificity 80%). • Volatile compounds released from human blood serum were analyzed • Blood serum of COVID-19 patients is identified by a pool of 17 volatile compounds • An array of gas sensors detects COVID-19 from serum volatile compounds analysis Health sciences; Diagnostics; Biotechnology; Medical biotechnology |
ArticleNumber | 102851 |
Author | Paolesse, Roberto Bernardini, Sergio Capuano, Rosamaria Mougang, Yolande Ketchanji Legramante, Jacopo Maria Di Zazzo, Lorena Di Natale, Corrado Minieri, Marilena Catini, Alexandro |
Author_xml | – sequence: 1 givenname: Yolande Ketchanji orcidid: 0000-0001-5165-9014 surname: Mougang fullname: Mougang, Yolande Ketchanji organization: Department of Electronic Engineering, University of Rome Tor Vergata, Via del Politecnico 1, 00133 Rome, Italy – sequence: 2 givenname: Lorena surname: Di Zazzo fullname: Di Zazzo, Lorena organization: Department of Chemical Science and Technology, University of Rome Tor Vergata, Via della Ricerca Scientifica, 00133 Rome, Italy – sequence: 3 givenname: Marilena surname: Minieri fullname: Minieri, Marilena organization: Department of Experimental Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy – sequence: 4 givenname: Rosamaria surname: Capuano fullname: Capuano, Rosamaria organization: Department of Electronic Engineering, University of Rome Tor Vergata, Via del Politecnico 1, 00133 Rome, Italy – sequence: 5 givenname: Alexandro surname: Catini fullname: Catini, Alexandro organization: Department of Electronic Engineering, University of Rome Tor Vergata, Via del Politecnico 1, 00133 Rome, Italy – sequence: 6 givenname: Jacopo Maria surname: Legramante fullname: Legramante, Jacopo Maria organization: Department of Medicine's Systems, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy – sequence: 7 givenname: Roberto surname: Paolesse fullname: Paolesse, Roberto organization: Department of Chemical Science and Technology, University of Rome Tor Vergata, Via della Ricerca Scientifica, 00133 Rome, Italy – sequence: 8 givenname: Sergio surname: Bernardini fullname: Bernardini, Sergio organization: Department of Experimental Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy – sequence: 9 givenname: Corrado surname: Di Natale fullname: Di Natale, Corrado email: dinatale@uniroma2.it organization: Department of Electronic Engineering, University of Rome Tor Vergata, Via del Politecnico 1, 00133 Rome, Italy |
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