Literature DB >> 32378358

Development of a Sensing Array for Human Breath Analysis Based on SWCNT Layers Functionalized with Semiconductor Organic Molecules.

Sonia Freddi1,2,3, Aleksei V Emelianov4,5, Ivan I Bobrinetskiy4,6, Giovanni Drera1,2, Stefania Pagliara1,2, Daria S Kopylova7, Maria Chiesa1, Giuseppe Santini8, Nadia Mores8, Umberto Moscato9, Albert G Nasibulin7,10, Paolo Montuschi8, Luigi Sangaletti1,2.   

Abstract

A sensor array based on heterojunctions between semiconducting organic layers and single walled carbon nanotube (SWCNT) films is produced to explore applications in breathomics, the molecular analysis of exhaled breath. The array is exposed to gas/volatiles relevant to specific diseases (ammonia, ethanol, acetone, 2-propanol, sodium hypochlorite, benzene, hydrogen sulfide, and nitrogen dioxide). Then, to evaluate its capability to operate with real relevant biological samples the array is exposed to human breath exhaled from healthy subjects. Finally, to provide a proof of concept of its diagnostic potential, the array is exposed to exhaled breath samples collected from subjects with chronic obstructive pulmonary disease (COPD), an airway chronic inflammatory disease not yet investigated with CNT-based sensor arrays, and breathprints are compared with those obtained from of healthy subjects. Principal component analysis shows that the sensor array is able to detect various target gas/volatiles with a clear fingerprint on a 2D subspace, is suitable for breath profiling in exhaled human breath, and is able to distinguish subjects with COPD from healthy subjects based on their breathprints. This classification ability is further improved by selecting the most responsive sensors to nitrogen dioxide, a potential biomarker of COPD.
© 2020 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.

Entities:  

Keywords:  breathomics; carbon nanotubes; chronic obstructive pulmonary disease; electronic noses; hybrid heterojunctions

Mesh:

Substances:

Year:  2020        PMID: 32378358     DOI: 10.1002/adhm.202000377

Source DB:  PubMed          Journal:  Adv Healthc Mater        ISSN: 2192-2640            Impact factor:   9.933


  5 in total

Review 1.  Breath Analysis: A Promising Tool for Disease Diagnosis-The Role of Sensors.

Authors:  Maria Kaloumenou; Evangelos Skotadis; Nefeli Lagopati; Efstathios Efstathopoulos; Dimitris Tsoukalas
Journal:  Sensors (Basel)       Date:  2022-02-06       Impact factor: 3.576

2.  Combined DFT and Molecular Mechanics Modeling of the Adsorption of Semiconducting Molecules on an Ionic Substrate: PTCDA and CuPc on NaCl.

Authors:  Julia Thorpe; Andreas Riemann
Journal:  ACS Omega       Date:  2022-01-27

3.  Exploring the performance of a functionalized CNT-based sensor array for breathomics through clustering and classification algorithms: from gas sensing of selective biomarkers to discrimination of chronic obstructive pulmonary disease.

Authors:  Giovanni Drera; Sonia Freddi; Aleksei V Emelianov; Ivan I Bobrinetskiy; Maria Chiesa; Michele Zanotti; Stefania Pagliara; Fedor S Fedorov; Albert G Nasibulin; Paolo Montuschi; Luigi Sangaletti
Journal:  RSC Adv       Date:  2021-09-10       Impact factor: 4.036

Review 4.  Trends in the Development of Electronic Noses Based on Carbon Nanotubes Chemiresistors for Breathomics.

Authors:  Sonia Freddi; Luigi Sangaletti
Journal:  Nanomaterials (Basel)       Date:  2022-08-29       Impact factor: 5.719

Review 5.  Exhaled Breath Analysis for Diabetes Diagnosis and Monitoring: Relevance, Challenges and Possibilities.

Authors:  Kaushiki Dixit; Somayeh Fardindoost; Adithya Ravishankara; Nishat Tasnim; Mina Hoorfar
Journal:  Biosensors (Basel)       Date:  2021-11-25
  5 in total

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