Toward point-of-care management of chronic respiratory conditions: Electrochemical sensing of nitrite content in exhaled breath condensate using reduced graphene oxide
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Microsystems & Nanoengineering (2017) 3, 17022; doi:10.1038/micronano.2017.22
www.nature.com/micronano
ARTICLE
Toward point-of-care management of chronic respiratory
conditions: Electrochemical sensing of nitrite content in
exhaled breath condensate using reduced graphene oxide
Azam Gholizadeh1, Damien Voiry2, Clifford Weisel3, Andrew Gow4, Robert Laumbach3, Howard Kipen3, Manish Chhowalla2 and
Mehdi Javanmard1
We present a portable non-invasive approach for measuring indicators of inflammation and oxidative stress in the respiratory tract
by quantifying a biomarker in exhaled breath condensate (EBC). We discuss the fabrication and characterization of a miniaturized
electrochemical sensor for detecting nitrite content in EBC using reduced graphene oxide. The nitrite content in EBC has been
demonstrated to be a promising biomarker of inflammation in the respiratory tract, particularly in asthma. We utilized the unique
properties of reduced graphene oxide (rGO); specifically, the material is resilient to corrosion while exhibiting rapid electron transfer
with electrolytes, thus allowing for highly sensitive electrochemical detection with minimal fouling. Our rGO sensor was housed in
an electrochemical cell fabricated from polydimethyl siloxane (PDMS), which was necessary to analyze small EBC sample volumes.
The sensor is capable of detecting nitrite at a low over-potential of 0.7 V with respect to an Ag/AgCl reference electrode. We
characterized the performance of the sensors using standard nitrite/buffer solutions, nitrite spiked into EBC, and clinical EBC
samples. The sensor demonstrated a sensitivity of 0.21 μA μM− 1 cm − 2 in the range of 20–100 μM and of 0.1 μA μM − 1 cm − 2 in the
range of 100–1000 μM nitrite concentration and exhibited a low detection limit of 830 nM in the EBC matrix. To benchmark our
platform, we tested our sensors using seven pre-characterized clinical EBC samples with concentrations ranging between 0.14 and
6.5 μM. This enzyme-free and label-free method of detecting biomarkers in EBC can pave the way for the development of portable
breath analyzers for diagnosing and managing changes in respiratory inflammation and disease.
Keywords: exhaled breath condensate; nitrite; electrochemistry; square wave voltammetry; thin-layer-reduced graphene oxide
Microsystems & Nanoengineering (2017) 3, 17022; doi:10.1038/micronano.2017.22; Published online: 22 May 2017
INTRODUCTION
Biomarkers have enormous potential utility in assessing chronic
inflammation, especially in asthma, which affects ~ 300 million
people worldwide. Asthma, which is characterized by variable
airway inflammation and air flow obstruction, is an increasingly
important global health problem. In the United States alone,
~ 17.7 million adults and 6.3 million children were diagnosed with
asthma in 2014 (Ref. 1). Furthermore, the cost of asthma care in
the United States was estimated to be $56 billion in 2007. The
currently available non-invasive methods for diagnosing and
monitoring asthma, i.e., spirometry and the measurement of
exhaled nitric oxide, are limited by low sensitivity and the need for
expensive and bulky equipment. Moreover, existing tests have a
limited ability to characterize the nature and extent of underlying airway inflammation, which is widely variable between
individuals2. Measurement of biomarkers in exhaled breath
condensate (EBC) can contribute to the molecular phenotyping
of asthma, thus enabling targeted treatment and more
effective disease management. Given the large and growing
burden of asthma, there is an urgent need for improved,
minimally invasive methods for the molecular diagnosis and
monitoring of asthma.
The use of biomarkers in EBC may help to overcome the
difficulties associated with obtaining airway tissue and bronchoalveolar lavage samples that have significantly hampered
the study of naturally occurring exacerbations of asthma. EBC
contains droplets of airway lining fluid (ALF) that are exhaled
during normal tidal breathing. In addition to condensed gas-phase
compounds, EBC contains non-volatile compounds that originate
from ALF, including hydrogen peroxide, nitrite and nitrate, as well
as larger molecules such as eicosanoids, proteins, and even
nucleic acids3–5. The ability to non-invasively characterize airway
tissue by repeated measurements of biomarkers in EBC would be
invaluable for studying the time-course of dynamic inflammatory
pathways that are involved in asthma exacerbation. Ultimately,
EBC biomarkers may contribute to the assessment of different
asthma phenotypes and the development of individualized
rational approaches to asthma management at the point of
care6–9.
Recent studies have shown the promise of EBC nitrite for use as
a biomarker of both oxidative stress and inflammation in asthma
(Figure 1). The primary source of nitrite in the respiratory tract is
nitric oxide (NO), which is produced from L-arginine by nitric oxide
synthase. In aqueous solution, NO reacts rapidly with reactive
1
Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ 08854, USA; 2Department of Material Science and Engineering, Rutgers University,
Piscataway, NJ 08854, USA; 3Environmental Occupational Health Sciences Institute, Rutgers University, Piscataway, NJ 08854, USA and 4School of Pharmacy, Rutgers University,
Piscataway, NJ 08854, USA
Correspondence: Mehdi Javanmard ()
Received: 16 August 2016; revised: 7 December 2016; accepted: 23 December 2016
Graphene oxide for sensing EBC nitrite
A Gholizadeh et al
2
Condenser
Exhaled breath
O2
–
O3
NO–2
NO2 +e–
Graphene sensor
Current (µA)
EBC
sample
140
120
100
80
60
40
20
0
0
0.2
0.4
0.6
0.8
1
Voltage vs Ag/AgCI
Figure 1
An exhaled breath condensate (EBC) sample is collected, and nitrite content is measured electrochemically.
oxygen species (ROS) to form more stable nitrogen oxides, such as
nitrite (NO2−) and nitrate (NO−3 )10. Increased levels of NO are
associated with inflammatory disease states such as asthma,
COPD11, and cystic fibrosis12,13. The increased level of exhaled NO
in asthma has been suggested to be due to an increased
expression of inducible NO synthase (iNOS) in bronchial
epithelium14. Given the relative stability of nitrite in EBC and its
promise as a biomarker of chronic respiratory inflammation, we
developed a miniaturized probe-free/label-free sensor for the
detection of nitrite in EBC.
Nitrite is typically detected through one of several spectrophotometric methods (Griess reaction) involving fluorimetry,
chemiluminescence, or ion chromatography15–28. The detection
limit of fluorimetric methods is 0.1 μM. Chemiluminescence has a
lower detection limit (in the nM range). Nitrite concentrations in
EBC are in the μM range and are compatible with these detection
limits. However, despite the low detection limit provided by these
methods, EBC samples are usually pretreated to induce the
appropriate reaction and/or to eliminate interfering compounds,
such (...truncated)