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Exogenous Volatile Organic Compound (EVOC(®)) Breath Testing Maximizes Classification Performance for Subjects with Cirrhosis and Reveals Signs of Portal Hypertension

Background: Cirrhosis detection in primary care relies on low-performing biomarkers. Consequently, up to 75% of subjects with cirrhosis receive their first diagnosis with decompensation when causal treatments are less effective at preserving liver function. We investigated an unprecedented approach...

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Autores principales: Ferrandino, Giuseppe, Ricciardi, Federico, Murgia, Antonio, Banda, Iris, Manhota, Menisha, Ahmed, Yusuf, Sweeney, Kelly, Nicholson-Scott, Louise, McConville, Lucinda, Gandelman, Olga, Allsworth, Max, Boyle, Billy, Smolinska, Agnieszka, Ginesta Frings, Carmen A., Contreras, Jorge, Asenjo-Lobos, Claudia, Barrientos, Viviana, Clavo, Nataly, Novoa, Angela, Riviotta, Amy, Jerez, Melissa, Méndez, Luis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10669625/
https://www.ncbi.nlm.nih.gov/pubmed/38001958
http://dx.doi.org/10.3390/biomedicines11112957
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author Ferrandino, Giuseppe
Ricciardi, Federico
Murgia, Antonio
Banda, Iris
Manhota, Menisha
Ahmed, Yusuf
Sweeney, Kelly
Nicholson-Scott, Louise
McConville, Lucinda
Gandelman, Olga
Allsworth, Max
Boyle, Billy
Smolinska, Agnieszka
Ginesta Frings, Carmen A.
Contreras, Jorge
Asenjo-Lobos, Claudia
Barrientos, Viviana
Clavo, Nataly
Novoa, Angela
Riviotta, Amy
Jerez, Melissa
Méndez, Luis
author_facet Ferrandino, Giuseppe
Ricciardi, Federico
Murgia, Antonio
Banda, Iris
Manhota, Menisha
Ahmed, Yusuf
Sweeney, Kelly
Nicholson-Scott, Louise
McConville, Lucinda
Gandelman, Olga
Allsworth, Max
Boyle, Billy
Smolinska, Agnieszka
Ginesta Frings, Carmen A.
Contreras, Jorge
Asenjo-Lobos, Claudia
Barrientos, Viviana
Clavo, Nataly
Novoa, Angela
Riviotta, Amy
Jerez, Melissa
Méndez, Luis
author_sort Ferrandino, Giuseppe
collection PubMed
description Background: Cirrhosis detection in primary care relies on low-performing biomarkers. Consequently, up to 75% of subjects with cirrhosis receive their first diagnosis with decompensation when causal treatments are less effective at preserving liver function. We investigated an unprecedented approach to cirrhosis detection based on dynamic breath testing. Methods: We enrolled 29 subjects with cirrhosis (Child–Pugh A and B), and 29 controls. All subjects fasted overnight. Breath samples were taken using Breath Biopsy(®) before and at different time points after the administration of 100 mg limonene. Absolute limonene breath levels were measured using gas chromatography–mass spectrometry. Results: All subjects showed a >100-fold limonene spike in breath after administration compared to baseline. Limonene breath kinetics showed first-order decay in >90% of the participants, with higher bioavailability in the cirrhosis group. At the Youden index, baseline limonene levels showed classification performance with an area under the roc curve (AUROC) of 0.83 ± 0.012, sensitivity of 0.66 ± 0.09, and specificity of 0.83 ± 0.07. The best performing timepoint post-administration was 60 min, with an AUROC of 0.91, sensitivity of 0.83 ± 0.07, and specificity of 0.9 ± 0.06. In the cirrhosis group, limonene bioavailability showed a correlation with MELD and fibrosis indicators, and was associated with signs of portal hypertension. Conclusions: Dynamic limonene breath testing enhances diagnostic performance for cirrhosis compared to static testing. The correlation with disease severity suggests potential for monitoring therapeutic interventions. Given the non-invasive nature of breath collection, a dynamic limonene breath test could be implemented in primary care.
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spelling pubmed-106696252023-11-01 Exogenous Volatile Organic Compound (EVOC(®)) Breath Testing Maximizes Classification Performance for Subjects with Cirrhosis and Reveals Signs of Portal Hypertension Ferrandino, Giuseppe Ricciardi, Federico Murgia, Antonio Banda, Iris Manhota, Menisha Ahmed, Yusuf Sweeney, Kelly Nicholson-Scott, Louise McConville, Lucinda Gandelman, Olga Allsworth, Max Boyle, Billy Smolinska, Agnieszka Ginesta Frings, Carmen A. Contreras, Jorge Asenjo-Lobos, Claudia Barrientos, Viviana Clavo, Nataly Novoa, Angela Riviotta, Amy Jerez, Melissa Méndez, Luis Biomedicines Article Background: Cirrhosis detection in primary care relies on low-performing biomarkers. Consequently, up to 75% of subjects with cirrhosis receive their first diagnosis with decompensation when causal treatments are less effective at preserving liver function. We investigated an unprecedented approach to cirrhosis detection based on dynamic breath testing. Methods: We enrolled 29 subjects with cirrhosis (Child–Pugh A and B), and 29 controls. All subjects fasted overnight. Breath samples were taken using Breath Biopsy(®) before and at different time points after the administration of 100 mg limonene. Absolute limonene breath levels were measured using gas chromatography–mass spectrometry. Results: All subjects showed a >100-fold limonene spike in breath after administration compared to baseline. Limonene breath kinetics showed first-order decay in >90% of the participants, with higher bioavailability in the cirrhosis group. At the Youden index, baseline limonene levels showed classification performance with an area under the roc curve (AUROC) of 0.83 ± 0.012, sensitivity of 0.66 ± 0.09, and specificity of 0.83 ± 0.07. The best performing timepoint post-administration was 60 min, with an AUROC of 0.91, sensitivity of 0.83 ± 0.07, and specificity of 0.9 ± 0.06. In the cirrhosis group, limonene bioavailability showed a correlation with MELD and fibrosis indicators, and was associated with signs of portal hypertension. Conclusions: Dynamic limonene breath testing enhances diagnostic performance for cirrhosis compared to static testing. The correlation with disease severity suggests potential for monitoring therapeutic interventions. Given the non-invasive nature of breath collection, a dynamic limonene breath test could be implemented in primary care. MDPI 2023-11-01 /pmc/articles/PMC10669625/ /pubmed/38001958 http://dx.doi.org/10.3390/biomedicines11112957 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ferrandino, Giuseppe
Ricciardi, Federico
Murgia, Antonio
Banda, Iris
Manhota, Menisha
Ahmed, Yusuf
Sweeney, Kelly
Nicholson-Scott, Louise
McConville, Lucinda
Gandelman, Olga
Allsworth, Max
Boyle, Billy
Smolinska, Agnieszka
Ginesta Frings, Carmen A.
Contreras, Jorge
Asenjo-Lobos, Claudia
Barrientos, Viviana
Clavo, Nataly
Novoa, Angela
Riviotta, Amy
Jerez, Melissa
Méndez, Luis
Exogenous Volatile Organic Compound (EVOC(®)) Breath Testing Maximizes Classification Performance for Subjects with Cirrhosis and Reveals Signs of Portal Hypertension
title Exogenous Volatile Organic Compound (EVOC(®)) Breath Testing Maximizes Classification Performance for Subjects with Cirrhosis and Reveals Signs of Portal Hypertension
title_full Exogenous Volatile Organic Compound (EVOC(®)) Breath Testing Maximizes Classification Performance for Subjects with Cirrhosis and Reveals Signs of Portal Hypertension
title_fullStr Exogenous Volatile Organic Compound (EVOC(®)) Breath Testing Maximizes Classification Performance for Subjects with Cirrhosis and Reveals Signs of Portal Hypertension
title_full_unstemmed Exogenous Volatile Organic Compound (EVOC(®)) Breath Testing Maximizes Classification Performance for Subjects with Cirrhosis and Reveals Signs of Portal Hypertension
title_short Exogenous Volatile Organic Compound (EVOC(®)) Breath Testing Maximizes Classification Performance for Subjects with Cirrhosis and Reveals Signs of Portal Hypertension
title_sort exogenous volatile organic compound (evoc(®)) breath testing maximizes classification performance for subjects with cirrhosis and reveals signs of portal hypertension
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10669625/
https://www.ncbi.nlm.nih.gov/pubmed/38001958
http://dx.doi.org/10.3390/biomedicines11112957
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