9626 IEEE SENSORS JOURNAL, VOL. 21, NO. 8, APRIL 15, 2021
Graphene Oxide/Urease Nanobiosensor Applied
for Cadmium Detection in River Water
Sandra Cristina Ballen, Greice M. Ostrowski, Juliana Steffens, and Clarice Steffens
Abstract —The work reported an ultrasensitive cantilever
nanobiosensor based on graphene oxide and urease for
cadmium detection in river water. Since an efficient adsorp-
tion between sensitive layer and the analyte was achieved,
the biosensor showed high sensitivity (0.0147 nm/ppt) and
low detection limit (18 ppt). Nanobiosensors were applied
to analyze real water samples (river) collected in periods
with and without rainfall. River water samples collected are
a complex matrix, presented different physical and chemical
characteristics for turbidity, conductivity and sodium concen-
tration, which is related to the amount of rain in the period.
While the values of pH, color, potassium, and magnesium
concentration found in the samples collected did not show
any significant difference. The response of the nanobiosensor was satisfactory and the effect of the matrix can be
minimized with the cadmium fortification in the samples. Different interfering species as sodium, potassium, and
magnesium were tested finding a negligible effect. The nanobiosensor based on graphene nanomaterial and urease
enzyme has been satisfactorily applied to the determination of cadmium in river water samples.
Index Terms— Rainfall, river water, cantilever, water quality, cadmium.
I. I NTRODUCTION
C
ONTAMINATION of water by heavy metals has become
a problem of global importance with increasing concern
due to implications for human health [1]–[3]. Among these
heavy metals, cadmium is the one with the highest toxicity [4].
It is found naturally, and the compounds are used as stabilizers
in polyvinyl chloride (PVC) products, color pigments, various
metal alloys, and in nickel-cadmium rechargeable batteries.
Metallic cadmium is used mainly as an anti-corrosion agent
(cadmiation). Products containing cadmium are rarely recycled
[5], In this sense, the negligence occurs in treating industrial
waste before dumping it in the rivers and is released in
industrial effluents, contributing to the aquatic environment
pollution.
This metal, if released to the soil, is leached into the
rivers by the runoff of surface water from the rains, and
can persist in the aquatic environment. The World Health
Manuscript received November 19, 2020; revised January 26, 2021;
accepted January 28, 2021. Date of publication February 1, 2021; date
of current version March 17, 2021. This work was supported in part by
the National Council for Scientific and Technological Development–Brazil
(CNPq), in part by the Coordination for the Improvement of Higher
Education Personnel-Brazil (CAPES) under Grant Finance Code 001,
in part by the Research Support Foundation of the State of Rio Grande
of Sul–Brazil (FAPERGS), and in part by the Financiadora de Estudos
e Projetos (Finep). The associate editor coordinating the review of
this article and approving it for publication was Prof. Chih-Ting Lin.
(Corresponding author: Clarice Steffens.)
The authors are with the Department of Food Engineering,
URI-Erechim, Erechim 99709-910, Brazil (e-mail: claristeffens@
yahoo.com.br).
Digital Object Identifier 10.1109/JSEN.2021.3056042
Organization (WHO) and the United States Environmental
Protection Agency (EPA) establishes maximum limits of cad-
mium in drinking water of 3 and 5 ppb, respectively [6], [7].
So, the qualitative and quantitative detection of this heavy
metal becomes important.
In order to improve detection limits, cantilever nanobiosen-
sors have emerged as a tool, which can be used as a fast
quantitative analysis with high sensitivity [8]–[10]. This device
has advantages as nanomechanical sensing technology for
direct detection (label-free), in real time and in situ, not
require solvent, has low cost and versatility in comparison to
conventional sensing techniques [11]. The disadvantages are
calibration of focused laser beam and thermal control during
the experiments.
Cantilever nanobiosensors are devices that detect biochem-
ical reactions from biological events incorporated into the
recognition elements such as nucleic acids, cells, enzymes and
antibodies, producing electrical, thermal and/or optical signals,
which are associated with a transduction system that converts
the signal between the elements of recognition and the analyte
in a detectable and measurable effect [11]–[15].
Various materials have been developed and applied as
sensors layers [16], especially enzymatic elements that present
high sensitivity, selectivity, specificity, and flexibility in appli-
cation. Carbon-based nanomaterials, such as graphene deriva-
tives, have also been considered as promising materials due to
their cost-effectiveness, electronic properties, high mechanical
strength, large specific surface area, one-atom thickness, and
good biocompatibility [17]–[20]. The graphene oxide has good
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