Nanomaterial-Based Sensors for Exhaled Breath Analysis: A Review
Source abstract
Abstract
The quantification of gases in breath has gained significant attention as a modern diagnosis method due to its non-invasive nature, and as a painless and straightforward method for the early detection of physiological disorders. Several notable clinical applications have been established for disease diagnosis by correlating exhaled breath samples and specific diseases. In addition, diverse breath molecules represent a biomarker of specific illnesses and are precisely identified by the standard analytical method. However, because of the bulky equipment size, expensive cost, and complexity in measurement when using analytical methods, many researchers are focusing on developing highly selective, sensitive, stable, robust, and economical sensors for breath analysis. It is essential to optimize approaches such as breath sampling, biomarker sensing, data analysis, etc. However, the detection of ppb-level biomarkers in exhaled breath is too challenging to solve due to the abundance of interfering gases. We present a brief and comprehensive review of a recent diagnostic technique that employs nanomaterial (NM)-based sensors to identify the volatile organic compounds (VOCs) associated to diseases. Because they are easily fabricated, chemically versatile, and can be integrated with existing sensing platforms, NMs are ideal for such sensors. Initially, this review provides crucial details about certain representative biomarkers found in diseased patients’ exhaled breath and the demand for breath sensors. Subsequently, the review highlights diverse sensor technologies such as electrical, optical, and mass-sensitive gas sensors and describes their sensing capability for detecting the biomarkers’ concentrations and their primary endeavor of diagnosing disease. Finally, the pitfalls and challenges of sensor characteristics are discussed. This article lays the basis for developing high-performance gas sensors based on novel NMs.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Advanced Chemical Sensor Technologies · Gas Sensing Nanomaterials and Sensors · Biosensors and Analytical Detection
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
School of Electronics Engineering, Vellore Institute of Technology, Vellore 632014, India
Department of Electronics and Communication Engineering, Sri Venkateswara College of Engineering and Technology (Autonomous), Chittoor 517127, India
Department of Physics, School of Advanced Sciences, Vellore Institute of Technology, Vellore 632014, India
Funding
MHRD SPARC
References (100+)
Show source-provided references
1. Observing the human exposome as reflected in breath biomarkers: Heat map data interpretation for environmental and intelligence research10.1088/1752-7155/5/3/037104 ↗
2. Exhaled Breath and Oral Cavity VOCs as Potential Biomarkers in Oral Cancer Patients10.1088/1752-7163/aa5e76 ↗
3. Breath Tests in Medicine10.1038/scientificamerican0792-74 ↗
4. Exhaled breath condensate biomarkers for lung cancer10.1088/1752-7163/ab2f9f ↗
5. A review of breath analysis for diagnosis of human health10.1016/j.trac.2011.09.013 ↗
6. Determination of volatile organic compounds in exhaled breath of heart failure patients by needle trap micro-extraction coupled with gas chromatography-tandem mass spectrometry10.1088/1752-7163/aa94e7 ↗
7. Data interpretation in breath biomarker research: Pitfalls and directions10.1088/1752-7155/6/3/036007 ↗
8. Human biomarker interpretation: The importance of intra-class correlation coefficients (ICC) and their calculations based on mixed models, ANOVA, and variance estimates10.1080/10937404.2018.1490128 ↗
9. Sensors for Breath Testing: From Nanomaterials to Comprehensive Disease Detection10.1021/ar400070m ↗
10. Technology development in breath microanalysis for clinical diagnosis10.1016/S0022-2143(99)90077-X ↗
11. Inhaled today, not gone tomorrow: Pharmacokinetics and environmental exposure of volatiles in exhaled breath10.1088/1752-7155/5/3/037103 ↗
12. How can nanotechnology be applied to sensors for breath analysis?10.2217/nnm-2017-0269 ↗
13. Nanoparticles meet electrospinning: Recent advances and future prospects10.1039/c3cs60426h ↗
14. Bridging the Collaborative Gap: Realizing the Clinical Potential of Breath Analysis for Disease Diagnosis and Monitoring–Tutorial10.1109/JSEN.2012.2210403 ↗
15. Measurement, standards, and data needs for CO2capture materials: A critical review10.1021/es402622q ↗
16. Huang, J., Li, Y., Sood, S., and Gouma, P. (2016). Breath Biomarker Detection by Chemical Sensors. Semiconductor-Based Sensors, World Scientific.10.1142/9789813146730_0011 ↗
17. Nanoscale Sensor Technologies for Disease Detection via Volatolomics10.1002/smll.201501904 ↗
18. Exhaled methyl nitrate as a noninvasive marker of hyperglycemia in type 1 diabetes10.1073/pnas.0706533104 ↗
19. Breath Ethanol and Acetone as Indicators of Serum Glucose Levels: An Initial Report10.1089/dia.2005.7.115 ↗
20. Volatile Organic Compounds of Lung Cancer and Possible Biochemical Pathways10.1021/cr300174a ↗
21. Early Diagnosis of Breast Cancer from Exhaled Breath by Gas Chromatography-Mass Spectrometry (GC/MS) Analysis: A Prospective Cohort Study10.1002/jcla.23526 ↗
22. Volatile biomarkers in the breath of women with breast cancer10.1088/1752-7155/4/2/026003 ↗
23. Ultraselective and ultrasensitive detection of H2S in highly humid atmosphere using cuo-loaded SNO2 hollow spheres for real-time diagnosis of halitosis10.1016/j.snb.2013.12.111 ↗
24. What is the real utility of breath ammonia concentration measurements in medicine and physiology?
25. Obermeier, J., Trefz, P., Happ, J., Schubert, J.K., Staude, H., and Fischer, D.-C. (2017). Exhaled volatile substances mirror clinical con-ditions in pediatric chronic kidney disease. PLoS ONE., 12.10.1371/journal.pone.0178745 ↗
26. [Determination of 10 volatile organic compounds in toys by headspace gas chromatography-mass spectrometry]10.3724/SP.J.1123.2010.00800 ↗
27. Analysis of Volatile Organic Compounds by HS-GC-IMS in Powdered Yak Milk Processed under Different Sterilization Conditions10.1155/2021/5536645 ↗
28. Determination of volatile organic compounds in child care centers by thermal desorption gas chromatography-mass spectrometry10.1039/C7AY02570J ↗
29. Assessment of indoor volatile organic compounds in Head Start child care facilities10.1016/j.atmosenv.2019.116900 ↗
30. The development of a SPME-GC/MS method for the analysis of VOC emissions from historic plastic and rubber materials10.1016/j.microc.2015.08.027 ↗
31. [Analysis of volatile and semi-volatile compounds in tobacco using off-line combination of liquid chromatography and capillary gas chromatography-mass spectrometry]10.3724/SP.J.1123.2010.00608 ↗
32. Detection of Volatile Organic Compounds (VOCs) in Urine via Gas Chromatography-Mass Spectrometry QTOF to Differentiate Between Localized and Metastatic Models of Breast Cancer10.1038/s41598-019-38920-0 ↗
33. Instrumentation for quantitative analysis of volatile compounds emission at elevated temperatures. part 1: Design and implementation10.1038/s41598-020-65472-5 ↗
34. Ion mobility spectrometry for the detection of volatile organic compounds in exhaled breath of patients with lung cancer: Results of a pilot study10.1136/thx.2008.099465 ↗
35. Detection of volatile organic compounds (VOCs) in exhaled breath of patients with chronic obstructive pulmonary disease (COPD) by ion mobility spectrometry10.1007/s12127-011-0060-2 ↗
36. Breath Sensors for Health Monitoring10.1021/acssensors.8b00937 ↗
37. Detection of hazardous volatile organic compounds (vocs) by metal oxide nanostruc-tures-based gas sensors: A Review10.1016/j.ceramint.2016.06.145 ↗
38. Ethyl acetate chemical sensor as lung cancer bi-omarker detection based on doped nano-sno2 synthesized by sol-gel process10.1109/JSEN.2020.3001285 ↗
39. Semiconductor Quantum Dots Surface Modification for Potential Cancer Diagnostic and Therapeutic Applications10.1155/2012/129041 ↗
40. Impedometric humidity sensing characteristics of SnO2 thin films and SnO2–ZnO composite thin films grown by magnetron sputtering10.1007/s10854-017-8342-z ↗
41. Simultaneous detection of hydrogen and methane in breath for the diagnosis of small intestinal bacterial overgrowth by fast gas chromatography10.1039/C8AY01451E ↗
42. Advanced Diagnostic Technology of Volatile Organic Compounds Real Time analysis Analysis From Exhaled Breath of Gastric Cancer Patients Using Proton-Transfer-Reaction Time-of-Flight Mass Spectrometry10.3389/fonc.2021.560591 ↗
43. Ion mobility spectrometry for de-tection of Skin Volatiles10.1016/j.jchromb.2012.10.028 ↗
44. Exploring photoacoustic spectroscopy-based machine learning together with metabolomics to assess breast tumor progression in a xen-ograft model ex vivo10.1038/s41374-021-00597-3 ↗
45. Non-dispersive infrared multi-gas sensing via nanoantenna integrated narrowband detectors10.1038/s41467-020-19085-1 ↗
46. Selective Discrimination of VOCs Applying Gas Sensing Kinetic Analysis over a Metal Oxide-Based Chemiresistive Gas Sensor10.1021/acssensors.1c00115 ↗
47. Mukherjee, A., and Rosenwaks, Y. (2021). Recent Advances in Silicon FET Devices for Gas and Volatile Organic Compound Sensing. Chemosensors, 9.10.3390/chemosensors9090260 ↗
48. Amperometric enzyme-based gas sensor for formaldehyde: Impact of possible in-terferences10.3390/s8031351 ↗
49. Metal oxide thin films coated evanescent wave based fiber optic VOC sensor10.1016/j.sna.2022.113459 ↗
50. Two-dimensional transition metal dichalcogenides assisted biofunctionalized optical fiber SPR biosensor for efficient and rapid detection of bovine serum albumin10.1038/s41598-019-43531-w ↗
51. Experimental analysis of SnO2 coated LMR based fiber optic sensor for ethanol detection10.1016/j.yofte.2021.102618 ↗
52. Devkota, J., Ohodnicki, P.R., and Greve, D.W. (2017). SAW Sensors for Chemical Vapors and Gases. Sensors, 17.10.3390/s17040801 ↗
53. Hu, J., Qu, H., Pang, W., and Duan, X. (2021). In-line detection with microfluidic bulk acoustic wave resonator gas sensor for Gas Chro-matography. Sensors, 21.10.3390/s21206800 ↗
54. Advances in colorimetric and optical sensing for gaseous volatile organic compounds10.1016/j.trac.2019.06.017 ↗
55. A highly sensitive cobalt chromite thick film based trace acetone sensor with fast response and recovery times for the detection of diabetes from exhaled breath10.1016/j.matchemphys.2021.124291 ↗
56. Optical and Gas Sensing Properties of TiO2/RGO for Methanol, Ethanol and Acetone Vapors10.1016/j.inoche.2022.110014 ↗
57. Ethanol, acetone and ammonia gas room temperature operated sensor10.1063/1.4810657 ↗
58. High-performance acetone gas sensor based on Pt–Zn2SnO4 hollow octahedra for diabetic diagnosis10.1016/j.jallcom.2021.161284 ↗
59. Breath acetone monitoring by portable Si:WO3 gas sensors10.1016/j.aca.2012.06.002 ↗
60. CU-doped zinc oxide fiber optic sensor for acetone detection at room temperature10.1007/s00339-020-03912-9 ↗
61. Catalyst-free Highly Sensitive SnO2 Nanosheet Gas Sensors for Parts per Billion-Level Detection of Acetone10.1021/acsami.0c15273 ↗
62. Template based sintering of WO3 nanoparticles into porous tungsten oxide nanofibers for acetone sensing applications10.1039/C8TC05982A ↗
63. Mesoporous WO3 Nanofibers With Crystalline Framework for High-Performance Acetone Sensing10.3389/fchem.2019.00266 ↗
64. Discovery of potential biomarkers in exhaled breath for diagnosis of type 2 diabetes mellitus based on GC-MS with metabolomics10.1039/C4RA01422G ↗
65. Metal-Organic Framework Templated Synthesis of Ultrasmall Catalyst Loaded ZnO/ZnCo2O4 Hollow Spheres for Enhanced Gas Sensing Properties10.1038/srep45074 ↗
66. Gas sensor based on samarium oxide loaded mulberry-shaped tin oxide for highly selective and sub ppm-level acetone detection10.1016/j.jcis.2018.07.052 ↗
67. Ferroelectric WO3 Nanoparticles for Acetone Selective Detection10.1021/cm800761e ↗
68. Highly sensitive and selective acetone sensing perfor-mance of WO3 nanofibers functionalized by rh2o3 nanoparticles10.1016/j.snb.2015.10.021 ↗
69. Highly enhanced acetone sensing performance of porous C-doped WO3 hollow spheres by carbon spheres as templates10.1016/j.snb.2016.08.069 ↗
70. Hollow Pt-functionalized SnO2 hemipill network for-mation using a bacterial skeleton for the noninvasive diagnosis of diabetes10.1021/acssensors.7b00955 ↗
71. Ultrasensitive exhaled breath sensors based on anti-resonant hollow core fiber with in situ grown zno-bi2O3 nanosheets10.1002/admi.202001978 ↗
72. YSZ-based acetone sensor using a Cd2SnO4 sensing electrode for exhaled breath detection in medical diagnosis10.1016/j.snb.2021.130321 ↗
73. WO3 nanofibers functionalized by protein-templated RuO2 nanoparticles as highly sensitive exhaled breath gas sensing layers10.1016/j.snb.2016.09.192 ↗
74. Nanolevel Control of Gas Sensing Characteristics via P-n Heterojunction between Rh2O3 Clusters and WO3 Crystallites10.1021/acs.jpcc.7b09316 ↗
75. Green light-driven acetone gas sensor based on electrospinned CdS nanospheres/Co3O4 nanofibers hybrid for the detection of exhaled diabetes biomarker10.1016/j.jcis.2021.08.022 ↗
76. Improved selective acetone sensing properties of Co-doped ZnO nanofibers by electrospinning10.1016/j.snb.2011.01.047 ↗
77. Highly enhanced acetone sensing performances of porous and single crystalline zno nanosheets: High percentage of exposed (100) facets working together with surface modification with pd na-noparticles10.1021/am3010303 ↗
78. Enhanced acetone sensing performance of Au nanoparticles functionalized flower-like ZnO10.1016/j.snb.2012.01.006 ↗
79. Facile synthesis and gas sensing properties of the flower-like NIO-decorated zno microstructures10.1016/j.snb.2016.05.064 ↗
80. MOF-derived hierarchical zno/znfe2O4 hollow cubes for enhanced acetone gas-sensing performance10.1039/C7RA04437B ↗
81. Acetone gas sensor based on NiO/ZnO hollow spheres: Fast response and recovery, and low (ppb) detection limit10.1016/j.jcis.2017.01.106 ↗
82. Acetone sensing of ZnO nanosheets synthesized using room-temperature precipitation10.1016/j.snb.2017.04.007 ↗
83. Fabrication of ZnO/ZnFe2O4 hollow nanocages through metal organic frameworks route with enhanced gas sensing properties10.1016/j.snb.2017.04.114 ↗
84. Triple-shelled zno/znfe2o4 heterojunctional hollow micro-spheres derived from Prussian blue analogue as high-performance acetone sensors10.1016/j.snb.2017.10.081 ↗
85. Selectively sensing H2S and acetone through tailoring the facets exposed on the surfaces of ZnO supercrystals10.1016/j.matlet.2018.01.116 ↗
86. Formation Mechanism and Gas-Sensing Performance of La/ZnO Nanoplates Synthesized by a Facile Hydrothermal Method10.1007/s11664-018-6164-2 ↗
87. The template-free synthesis of square-shaped SnO2 nanowires: The temperature effect and acetone gas sensors10.1088/0957-4484/19/18/185705 ↗
88. Mesoporous WO3 nanofibers with protein-templated nanoscale catalysts for detection of trace biomarkers in exhaled breath10.1021/acsnano.6b01196 ↗
89. Biochemical Gas Sensors (Biosniffers) Using Forward and Reverse Reactions of Secondary Alcohol Dehydrogenase for Breath Isopropanol and Acetone as Potential Volatile Biomarkers of Diabetes Mellitus10.1021/acs.analchem.7b03191 ↗
90. Ratiu, A., Ligor, T., Bintintan, V.B., Mayhew, C.A., and Buszewski, B. (2021). Voltaile organic compounds in exhaled breath as finberprints of lung cancer, Asthma and COPD. J. Clin. Med., 10.10.3390/jcm10010032 ↗
91. Analysis of volatile organic compounds in exhaled breath for lung cancer diagnosis using a sensor system10.1016/j.snb.2017.08.057 ↗
92. An e-nose made of carbon nanotube based quantum resistive sensors for the detection of eighteen polar/nonpolar VOC biomarkers of lung cancer10.1039/c3tb20819b ↗
93. Feasibility study of doped SnO2 nanomaterial for electronic nose towards sensing biomarkers of lung cancer10.1007/s10854-020-04137-5 ↗
94. Diagnosing lung cancer in exhaled breath using gold nanoparticles10.1038/nnano.2009.235 ↗
95. VOC gas sensor based on hollow cubic assembled nanocrystal Zn2SnO4 for breath analysis10.1016/j.sna.2020.111834 ↗
96. Constructing an E-nose using metal-ion-induced assembly of graphene oxide for di-agnosis of lung cancer via exhaled breath10.1021/acsami.0c00720 ↗
97. A Novel Optical Chemical sensor based AUNR-MTPP and dyes for lung cancer bi-omarkers in exhaled breath identification10.1016/j.snb.2014.03.114 ↗
98. Highly sensitive and selective hydrogen sulfide and toluene sensors using Pd functionalized WO3 nanofibers for potential diagnosis of halitosis and lung cancer10.1016/j.snb.2013.12.011 ↗
99. Smartphone-based sensing system using ZnO and graphene modified electrodes for VOCs detection10.1016/j.bios.2016.09.084 ↗
100. Spray layer-by-layer assembly of POSS functionalized CNT quantum chemo-resistive sensors with tuneable selectivity and ppm resolution to VOC biomarkers10.1016/j.snb.2015.08.038 ↗