An E-Nose for the Monitoring of Severe Liver Impairment: A Preliminary Study

Biologically inspired to mammalian olfactory system, electronic noses became popular during the last three decades. In literature, as well as in daily practice, a wide range of applications are reported. Nevertheless, the most pioneering one has been (and still is) the assessment of the human breath...

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Main Authors: Danila Germanese, Sara Colantonio, Mario D’Acunto, Veronica Romagnoli, Antonio Salvati, Maurizia Brunetto
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/17/3656
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author Danila Germanese
Sara Colantonio
Mario D’Acunto
Veronica Romagnoli
Antonio Salvati
Maurizia Brunetto
author_facet Danila Germanese
Sara Colantonio
Mario D’Acunto
Veronica Romagnoli
Antonio Salvati
Maurizia Brunetto
author_sort Danila Germanese
collection DOAJ
description Biologically inspired to mammalian olfactory system, electronic noses became popular during the last three decades. In literature, as well as in daily practice, a wide range of applications are reported. Nevertheless, the most pioneering one has been (and still is) the assessment of the human breath composition. In this study, we used a prototype of electronic nose, called Wize Sniffer (WS) and based it on an array of semiconductor gas sensor, to detect ammonia in the breath of patients suffering from severe liver impairment. In the setting of severely impaired liver, toxic substances, such as ammonia, accumulate in the systemic circulation and in the brain. This may result in Hepatic Encephalopathy (HE), a spectrum of neuro−psychiatric abnormalities which include changes in cognitive functions, consciousness, and behaviour. HE can be detected only by specific but time-consuming and burdensome examinations, such as blood ammonia levels assessment and neuro-psychological tests. In the presented proof-of-concept study, we aimed at investigating the possibility of discriminating the severity degree of liver impairment on the basis of the detected breath ammonia, in view of the detection of HE at its early stage.
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spelling doaj.art-19f67a5c05ba4f3190b444ba887c3c972022-12-22T01:56:43ZengMDPI AGSensors1424-82202019-08-011917365610.3390/s19173656s19173656An E-Nose for the Monitoring of Severe Liver Impairment: A Preliminary StudyDanila Germanese0Sara Colantonio1Mario D’Acunto2Veronica Romagnoli3Antonio Salvati4Maurizia Brunetto5Institute of Information Science and Technology (ISTI), National Research Council (CNR), 56127 Pisa, ItalyInstitute of Information Science and Technology (ISTI), National Research Council (CNR), 56127 Pisa, ItalyInstitute of Biophysics (IBF), National Research Council (CNR), 56127 Pisa, ItalyGastroenterology and Hepatology Unit, University Hospital of Pisa, 56127 Pisa, ItalyGastroenterology and Hepatology Unit, University Hospital of Pisa, 56127 Pisa, ItalyGastroenterology and Hepatology Unit, University Hospital of Pisa, 56127 Pisa, ItalyBiologically inspired to mammalian olfactory system, electronic noses became popular during the last three decades. In literature, as well as in daily practice, a wide range of applications are reported. Nevertheless, the most pioneering one has been (and still is) the assessment of the human breath composition. In this study, we used a prototype of electronic nose, called Wize Sniffer (WS) and based it on an array of semiconductor gas sensor, to detect ammonia in the breath of patients suffering from severe liver impairment. In the setting of severely impaired liver, toxic substances, such as ammonia, accumulate in the systemic circulation and in the brain. This may result in Hepatic Encephalopathy (HE), a spectrum of neuro−psychiatric abnormalities which include changes in cognitive functions, consciousness, and behaviour. HE can be detected only by specific but time-consuming and burdensome examinations, such as blood ammonia levels assessment and neuro-psychological tests. In the presented proof-of-concept study, we aimed at investigating the possibility of discriminating the severity degree of liver impairment on the basis of the detected breath ammonia, in view of the detection of HE at its early stage.https://www.mdpi.com/1424-8220/19/17/3656electronic nosesgas sensorsdata processingbreath analysisliver impairmenthepatic encephalopathy
spellingShingle Danila Germanese
Sara Colantonio
Mario D’Acunto
Veronica Romagnoli
Antonio Salvati
Maurizia Brunetto
An E-Nose for the Monitoring of Severe Liver Impairment: A Preliminary Study
Sensors
electronic noses
gas sensors
data processing
breath analysis
liver impairment
hepatic encephalopathy
title An E-Nose for the Monitoring of Severe Liver Impairment: A Preliminary Study
title_full An E-Nose for the Monitoring of Severe Liver Impairment: A Preliminary Study
title_fullStr An E-Nose for the Monitoring of Severe Liver Impairment: A Preliminary Study
title_full_unstemmed An E-Nose for the Monitoring of Severe Liver Impairment: A Preliminary Study
title_short An E-Nose for the Monitoring of Severe Liver Impairment: A Preliminary Study
title_sort e nose for the monitoring of severe liver impairment a preliminary study
topic electronic noses
gas sensors
data processing
breath analysis
liver impairment
hepatic encephalopathy
url https://www.mdpi.com/1424-8220/19/17/3656
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