Elsevier

Sensors and Actuators B: Chemical

Volume 283, 15 March 2019, Pages 724-730
Sensors and Actuators B: Chemical

Microsensor for limonin detection: An indicator of citrus greening disease

https://doi.org/10.1016/j.snb.2018.12.067Get rights and content

Highlights

  • Abnormally high level of limonin is an indicator of Citrus greening disease.

  • Detection performed using silk-ceria modified organic electrochemical transistor.

  • Limonin triggers Ce3+ → Ce4+ which increases channel current.

  • Specificity test against common interfering species showed no change in current.

  • A sensitivity of ∼10 μA/μM and detection limit of 10 nM achieved using this approach.

Abstract

Limonin is a biomolecule which is responsible for the bitter taste in citrus fruits such as oranges, grapes etc. The abnormally high level of limonin is indicative of citrus greening disease which results in stunted tree growth and affects fruit quality in terms of nutritional value, taste, texture and aroma. Therefore, quantification and detection of limonin is crucial for an early management of citrus greening disease to save the multibillion dollar citrus industry. To this end, an organic electrochemical transistor (OECT) functionalized with Ceria Nanoparticles (CNPs) as transducer has been developed to detect ultralow concentration of limonin. The device exhibited high sensitivity (detection limit: 10 nM) and selectivity towards limonin with response time in seconds. The detection is attributed to the switching of Ce3+ to Ce4+ at the gate electrode which decreases the overall effective gate voltage resulting in an increase in the output current. The increase in output current was observed in transfer characteristics as well as time-current curve. In-situ spectro-electrochemical studies were also performed to analyse the change in oxidation state of CNPs in the presence of limonin. This novel biosensor successfully detected the increase in limonin in infected juice samples as compared to healthy ones with a sensitivity of ∼10 μA/μM. A rapid, easy and on-site testing tool to detect and quantify the amount of limonin for an early detection of citrus greening disease has been demonstrated for the first time.

Graphical abstract

Microsensor based on Ceria nanoparticles to detect citrus greening disease (HLB) using an Organic Electrochemical transistor platform.

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Introduction

Limonin is a white crystalline biomolecule which belongs to the limonoid category and is responsible for imparting bitter taste to many citrus fruits such as oranges, grapes etc. [[1], [2], [3], [4]]. During juice extraction, the limonite β ring lactone tasteless precursor from the juice sacs comes in contact with the acidic component of the juice and is gradually lactonized to form bitter limonin. An abnormally high level of limonin is an indicative of Huanglongbing (HLB) disease also known as “citrus greening disease” [5]. HLB disease results in stunted tree growth which bears small sized, discolored and deformed fruits. The infection is caused by Candidatus Liberibacter asiaticus bacteria which strongly affects the taste and quality of the fruit. The introduction of the diseased fruits into mainstream juice production is directly affecting the multibillion-dollar citrus industry all over the world [[6], [7], [8]]. In Florida, citrus greening has caused a decline in revenue by $4.64 billion over 10 seasons which affected more than 3400 jobs and $1.76 billion in labor income [8,9]. The quality of juice becomes objectionable if limonin exceeds 6 ppm (∼13 μM) [[10], [11], [12]]. Therefore, it is very important to quantify and detect limonin for improvement in the fruit quality and early management of citrus greening disease.

Several techniques and procedures have been developed to quantify and detect limonin in citrus juices [14,15]. Many of the techniques are based on reverse-phase high performance liquid chromatography (HPLC), thin layer chromatography (TLC), gas-liquid chromatography (GLC), radioimmunoassay (RIA) and enzyme immunoassay (EIA) for limonin analysis [[16], [17], [18]]. The major drawback of HPLC technique includes lack of a selective chromophore (lambda max 207 nm) for limonin resulting in low sensitivity and cumbersome sample preparation [15]. All the current techniques have limitations as they alter the chemical composition of the juice affecting the quality in terms of flavor, texture and stability. Moreover, these techniques are also time consuming, expensive and not designed for on-site testing [19].

In order to circumvent these limitations, we have designed a ceria nanoparticle (CNPs) based organic electrochemical transistor (OECT) to detect limonin in nanomolar range with high selectivity. OECTs have been widely used in biological and chemical sensing due to their stable performance in aqueous medium, low operating voltages (<1 V) and signal amplification [[20], [21], [22], [23], [24], [25], [26], [27]]. They have significant advantages such as miniaturization, feasibility, high throughput and portability [28]. The current OECT device uses CNPs as a transducer which is integrated in electrospun silk fibroin, immobilized on the gate electrode. It has been reported that CNPs are redox active in nature and act as antioxidants due to coexistence of its oxidations states, Ce3+ and Ce4+ [[29], [30], [31], [32], [33], [34], [35], [36]]. The shuttling between these oxidation states results in the production/annihilation of oxygen vacancies that act as hot spots for actively reacting with electroactive entities. Limonin being an antioxidant itself possesses an intrinsic electroactive component to its chemical structure [37,38]. Thus, it was hypothesized that the interaction between limonin and CNPs could be used for the detection of limonin using an organic transistor platform.

The CNPs sensor material is uniformly integrated in Silk fibroins (SF) which are a strong natural fiber protein produced by Bombyx mori silkworm. Previously, SF has been shown to be an excellent platform for the immobilization of enzymes/nanomaterials for developing amperometric sensors to detect biomolecules such as glucose, uric acid, hydrogen peroxide etc. [[39], [40], [41], [42], [43], [44], [45], [46], [47], [48]]. Along with the application in biodiagnostic industry, SF has also been used in flexible electronic devices owing to their high thermal stability and robust mechanical properties [[49], [50], [51], [52]]. The shelf life of the electrospun silk fibroin can be extended to years by storing at lower temperature like 4 °C. SF offers highly crystalline microarray of antiparallel β-sheets which leads to less defects and traps improving the quality of dielectric layer which improves the device performance [53,54]. The relative high permeability of SF (>5) along with the highly ordered array structure makes them a promising candidate in OECT which can operate at low operating voltages [55].

Fig. 1C illustrates the schematic of the fabricated CNPs based OECT device which consists of three electrodes labeled as gate, drain and source. The drain and source electrodes are bridged by a semiconducting layer of Poly(3,4-ethylenedioxythiophene)-poly(styrenesulfonate) (PEDOT:PSS) which is represented as dark blue rectangle in the schematic (Fig. S5, Supplementary information). The highly crystalline electrospun silk fibroins are used as a platform to uniformly immobilize CNPs onto the gate electrode. Phosphate buffer saline (PBS), contained in a PDMS (Polydimethylsiloxane) mold, bridges the active layer and the modified gate electrode. The working of the present device is based on the variation in the output current signal in the presence of limonin. It is hypothesized that CNPs being highly electroactive in nature changes its oxidation state from Ce3+ to Ce4+ in the presence of limonin. The production of faradaic current at the gate electrode decreases the dedoping effect and increases the output current. The present sensor enables the quantification of the bitter taste in oranges via detection of limonin in a highly sensitive, selective and cost-effective manner.

Section snippets

Development of electrospun silk fibroins (SF)

SF were extracted from cocoons of Bombyx mori silkworm following a standard extraction procedure [56]. In brief, the cocoons were cut into clean small pieces, and boiled in 0.02 M sodium carbonate aqueous solution for 30 min to remove sericin. The degummed fibers obtained were washed and dried overnight in a fume hood to completely remove water. The dried degummed fibers were then dissolved in 9.3 M lithium bromide and the resulting fibroin solution were dialyzed in cellulose dialysis tube for

Integration of CNPs within electrospun silk fibroins

The CNPs were formed in-situ SF by adding the precursor salt (Cerium nitrate hexahydrate) into the SF dissolved in HFIP to engineer the integration of CNPs within SF and simultaneously control the surface chemistry of CNPs. The mixture of SF and cerium nitrate salt in HFIP was electrospun using the parameters described previously. The electrospun patch with embedded cerium ions was immersed in either H2O2 or NH4OH solvent for the oxidation of cerium salt to CNPs (Schematics S4, Supplementary

Conclusion

A highly efficient Ceria nanoparticles (CNPs) based OECT device has been developed for the detection of limonin. It was observed that CNPs with higher Ce3+ exhibited maximum change in effective voltage in the presence of as low as 10 nM of limonin. Analysis of the spectro-electrochemical study showed that Ce3+ converted to Ce4+ under the influence of positive potential in the presence of limonin. The selectivity of CNPs-SF-H2O2 was observed with the absence of current change in ID vs time

Conflicts of interest

There are no conflicts to declare.

Acknowledgements

Authors are thankful to Dr. Elizabeth Baldwin, Anne Plotto, J. Bai, U. S. Horticultural Research Laboratory, Fort Pierce, FL for providing real juice samples extracted from Hamlin oranges for the testing. Financial support from National Science foundation, Research Experiences for Undergraduates (NSF REU) program EEC-1560007 and EEC-1156747 is highly appreciated.

Nileshi Saraf is currently pursuing her PhD in Material Science and Engineering from University of Central Florida. She has attained her masters and bachelors from Centre for Converging Technologies, University of Rajasthan, India in Nanoscience and Nanotechnology. Her research interests lie in the field of development and fabrication of flexible biosensors to detect viral proteins at an early stage.

References (63)

  • B. Chandler et al.

    The chemical assay of limonin, the bitter principle of oranges

    J. Sci. Food Agric.

    (1966)
  • G.D. Manners

    Citrus limonoids: analysis, bioactivity, and biomedical prospects

    J. Agric. Food Chem.

    (2007)
  • G.D. Manners et al.

    Bioavailability of citrus limonoids in humans

    J. Agric. Food Chem.

    (2003)
  • W.C. Scott

    Limonin in Florida citrus fruits

    Proc. Fla. State Hortic. Soc.

    (1970)
  • E. Baldwin et al.

    Effect of Liberibacter infection (Huanglongbing disease) of citrus on orange fruit physiology and fruit/fruit juice quality: chemical and physical analyses

    J. Agric. Food Chem.

    (2009)
  • A. Batool et al.

    Citrus greening disease–a major cause of citrus decline in the world–a review

    Hortic. Sci. (Prague)

    (2007)
  • K. Chung et al.

    Citrus Diseases Exotic to Florida: Huanglongbing (Citrus Greening), Plant Pathology Department Fact Sheet PP-210

    (2005)
  • C. NEWS

    Citrus Greening Bacteria

    (2013)
  • O. Sentinel

    Citrus Greening: Will a Signature Industry for Florida Survive?

    (2017)
  • D. Guadagni et al.

    Effect of neodiosmin on threshold and bitterness of limonin in water and orange juice

    J. Food Sci.

    (1976)
  • O. Kola et al.

    Removal of limonin bitterness by treatment of ion exchange and adsorbent resins

    Food Sci. Biotechnol.

    (2010)
  • V.P. Maier et al.

    Limonin and Limonoids: Chemistry, Biochemistry, and Juice Bitterness

    (1980)
  • V. Maier et al.

    Limonoic acid A-ring lactone, a new limonin derivative in Citrus

    Phytochemistry

    (1969)
  • T. Van Beek et al.

    Determination of limonin in grapefruit juice and other citrus juices by high-performance liquid chromatography

    J. Chromatogr. A

    (1991)
  • T.K. Schoch et al.

    Analysis of limonoid glucosides from citrus by electrospray ionization liquid chromatography−mass spectrometry

    J. Agric. Food Chem.

    (2001)
  • W. Widmer et al.

    Quantitative analysis of limonin in grapefruit juice using an enzyme-linked immunoassay: interlaboratory study

    J.-Assoc. Off. Anal. Chem.

    (1991)
  • M. Puri et al.

    Biochemical basis of bitterness in citrus fruit juices and biotech approaches for debittering

    Crit. Rev. Biotechnol.

    (1996)
  • R. Puri et al.

    An amperometric biosensor developed for detection of limonin levels in kinnow mandarin juices

    Ann. Microbiol.

    (2012)
  • N. Aliakbarinodehi et al.

    Aptamer-based field-effect biosensor for tenofovir detection

    Sci. Rep.

    (2017)
  • R.-X. He et al.

    Detection of bacteria with organic electrochemical transistors

    J. Mater. Chem.

    (2012)
  • H. Tang et al.

    Highly sensitive glucose biosensors based on organic electrochemical transistors using platinum gate electrodes modified with enzyme and nanomaterials

    Adv. Funct. Mater.

    (2011)
  • S.Y. Yang et al.

    Integration of a surface-directed microfluidic system with an organic electrochemical transistor array for multi-analyte biosensors

    Lab Chip

    (2009)
  • Z.-T. Zhu et al.

    A simple poly (3, 4-ethylene dioxythiophene)/poly (styrene sulfonic acid) transistor for glucose sensing at neutral pH

    Chem. Commun.

    (2004)
  • N. Saraf et al.

    Highly selective aptamer based organic electrochemical biosensor with pico-level detection

    Biosens. Bioelectron.

    (2018)
  • L. Zhang et al.

    Chirality detection of amino acid enantiomers by organic electrochemical transistor

    Biosens. Bioelectron.

    (2018)
  • L. Zhang et al.

    Highly selective and sensitive sensor based on an organic electrochemical transistor for the detection of ascorbic acid

    Biosens. Bioelectron.

    (2018)
  • L. Zhang et al.

    Selective recognition of Histidine enantiomers using novel molecularly imprinted organic transistor sensor

    Org. Electron.

    (2018)
  • A. Gupta et al.

    Controlling the surface chemistry of cerium oxide nanoparticles for biological applications

    J. Mater. Chem. B

    (2016)
  • A. Karakoti et al.

    Nanoceria as antioxidant: synthesis and biomedical applications

    JOM

    (2008)
  • C. Korsvik et al.

    Superoxide dismutase mimetic properties exhibited by vacancy engineered ceria nanoparticles

    Chem. Commun.

    (2007)
  • H.J. Kwon et al.

    Mitochondria-targeting ceria nanoparticles as antioxidants for Alzheimer’s disease

    ACS Nano

    (2016)
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    Nileshi Saraf is currently pursuing her PhD in Material Science and Engineering from University of Central Florida. She has attained her masters and bachelors from Centre for Converging Technologies, University of Rajasthan, India in Nanoscience and Nanotechnology. Her research interests lie in the field of development and fabrication of flexible biosensors to detect viral proteins at an early stage.

    Swetha Barkam received her PhD from University of Central Florida in the field of Material Science and Engineering in 2017. She has done her Bachelors from Indian Institute of Technology Kanpur and Masters from University of Central Florida, 2013. Currently she working as a Process Development Engineer, 3DXP at Micron Technology. Her research interest lies in synthesis and application of rare earth nanoparticles.

    Madison Peppler completed her bachelors from Department of Chemistry, University of Central Florida in 2017. Her research interest lies in synthesis and application of nanoparticles in the sensing arena.

    Anna Metke in an undergraduate student at the University of Central Florida. She is studying Business as well as Physics. She is currently an undergrad research assistant at the Center for Microgravity Research as well as the CLASS Exolith Lab. Her research interests are focused on ISRU (In-Situ Resource Utilization) in space environments. She works on Cubesat development as well as asteroid, lunar and martian regolith simulants.

    Abraham Vázquez-Guardado graduated from the Universidad Autónoma de Nayarit with B.S. Electrical Engineering. He then received his M.S. degree in Optics from Instituto Nacional de Astrofísica, Óptica y Electrónica and his Ph.D. in Optics and Photonics from the University of Central Florida. He is currently a Postdoctoral Fellow in NanoScience Technology Center at the University of Central Florida. His research interests are in nano-optics, chiral light-matter interactions, plasmonic biosensors in biological fluids, nano-fabrication and optical characterization.

    Sushant Singh received his PhD from IIT Guwahati in 2014. Currently he is working as postdoctoral research associate in Advanced Materials Processing and Analysis Center (AMPAC), University of Central Florida (UCF). His research interests lie in synthesis of rare earth nanoparticles as targeted therapeutic agents.

    Clarence Emile worked as UCF REU undergraduate on this project in the year 2015 and 2016.

    Adrian Bico received his Bachelor's degree from the Department of Bioengineering at the University of Illinois at Chicago, in May 2018. Currently, he is pursuing a Master’s degree in Biomedical Engineering at Brown University in Providence, Rhode Island in the Lee Lab for Biomedical Optics and Neuroengineering.

    Corey Michael Rodas M.M.S. graduated from the University of Central Florida in 2016 with B.S. in Biomedical Sciences before obtaining his Masters in Medical Sciences from Lake Erie College of Osteopathic Medicine – Bradenton in 2018. He is currently a Doctor of Pharmacy candidate at Lake Erie College of Osteopathic Medicine – Bradenton, preparing for fellowship in the pharmaceutical industry. Corey has spent nearly a decade studying oncology and neurodegenerative disease under his father neurosurgeon Dr. Raul A. Rodas. He aspires to combine his clinical experiences with his background in nano-biotechnology research in order to devise novel strategies for the treatment of neurological diseases.

    Sudipta Seal, Trustee Chair, Pegasus Professor, Chair of Materials Science and Eng, and affiliated with AMPAC, Nanoscience Technology center and College of Medicine. His research interests: Materials processing, sensors, nanoenergetics and nanobiomedicine. He is a recipient of Office of Naval Research Young Investigator, and fellows of ASM, AIMBE, ECS, AVS, AAAS, IoN and inducted to National Academy of Inventors. His h index is > 84.

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    UCF REU.

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