1
|
Öz H, Dudak FC. Peptide-Based Recognition Agents of Histamine: A Biopanning Approach with Enhanced Specificity. Chembiochem 2024; 25:e202400154. [PMID: 38616168 DOI: 10.1002/cbic.202400154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 04/05/2024] [Accepted: 04/09/2024] [Indexed: 04/16/2024]
Abstract
Histamine is a biogenic amine that poses a potential threat to public health due to its toxicological effects. In this study, we identified histamine-binding peptides by screening a random 12-mer peptide library, employing a novel biopanning approach that excluded histidine-binding sequences in the final round. This additional step enhanced the selectivity of the peptides and prevented interference from histidine during detection. The binding affinities of synthesized peptides to histamine were assessed using isothermal titration calorimetry (ITC). Among the identified peptides, HBF10 (SGFRDGIEDFLW) and HBF26 (IPLENQHKIYST) showed significant affinity to histamine, with Ka values of 2.56×104 (M-1) and 8.94×104 (M-1), respectively. Notably, the identified peptides did not demonstrate binding affinity towards histidine, despite its structural similarity to histamine. Subsequently, the surface plasmon resonance (SPR) sensor surface was prepared by immobilizing the peptide HBF26 to investigate the potential of the peptide as a recognition agent for histamine detection. The findings suggest that the identified peptides have an affinity to histamine specifically, showcasing their potential applications as diagnostic agents with specific targeting capabilities.
Collapse
Affiliation(s)
- Hafize Öz
- Department of Food Engineering, Graduate School of Science and Engineering, Hacettepe University, Beytepe, 06800, Ankara, Turkey
| | - Fahriye Ceyda Dudak
- Department of Food Engineering, Hacettepe University, Beytepe, 06800, Ankara, Turkey
| |
Collapse
|
2
|
Givanoudi S, Heyndrickx M, Depuydt T, Khorshid M, Robbens J, Wagner P. A Review on Bio- and Chemosensors for the Detection of Biogenic Amines in Food Safety Applications: The Status in 2022. SENSORS (BASEL, SWITZERLAND) 2023; 23:613. [PMID: 36679407 PMCID: PMC9860941 DOI: 10.3390/s23020613] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 12/22/2022] [Accepted: 12/24/2022] [Indexed: 06/17/2023]
Abstract
This article provides an overview on the broad topic of biogenic amines (BAs) that are a persistent concern in the context of food quality and safety. They emerge mainly from the decomposition of amino acids in protein-rich food due to enzymes excreted by pathogenic bacteria that infect food under inappropriate storage conditions. While there are food authority regulations on the maximum allowed amounts of, e.g., histamine in fish, sensitive individuals can still suffer from medical conditions triggered by biogenic amines, and mass outbreaks of scombroid poisoning are reported regularly. We review first the classical techniques used for selective BA detection and quantification in analytical laboratories and focus then on sensor-based solutions aiming at on-site BA detection throughout the food chain. There are receptor-free chemosensors for BA detection and a vastly growing range of bio- and biomimetic sensors that employ receptors to enable selective molecular recognition. Regarding the receptors, we address enzymes, antibodies, molecularly imprinted polymers (MIPs), and aptamers as the most recent class of BA receptors. Furthermore, we address the underlying transducer technologies, including optical, electrochemical, mass-sensitive, and thermal-based sensing principles. The review concludes with an assessment on the persistent limitations of BA sensors, a technological forecast, and thoughts on short-term solutions.
Collapse
Affiliation(s)
- Stella Givanoudi
- Technology and Food Science Unit, Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Brusselsesteenweg 370, B-9090 Melle, Belgium
- Laboratory for Soft Matter and Biophysics, ZMB, Department of Physics and Astronomy, KU Leuven, Celestijnenlaan 200 D, B-3001 Leuven, Belgium
- Animal Sciences Unit, Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Marine Division—Cell Blue Biotech/Food Integrity, Jacobsenstraat 1, B-8400 Oostende, Belgium
| | - Marc Heyndrickx
- Technology and Food Science Unit, Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Brusselsesteenweg 370, B-9090 Melle, Belgium
| | - Tom Depuydt
- Laboratory for Soft Matter and Biophysics, ZMB, Department of Physics and Astronomy, KU Leuven, Celestijnenlaan 200 D, B-3001 Leuven, Belgium
| | - Mehran Khorshid
- Laboratory for Soft Matter and Biophysics, ZMB, Department of Physics and Astronomy, KU Leuven, Celestijnenlaan 200 D, B-3001 Leuven, Belgium
| | - Johan Robbens
- Animal Sciences Unit, Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Marine Division—Cell Blue Biotech/Food Integrity, Jacobsenstraat 1, B-8400 Oostende, Belgium
| | - Patrick Wagner
- Laboratory for Soft Matter and Biophysics, ZMB, Department of Physics and Astronomy, KU Leuven, Celestijnenlaan 200 D, B-3001 Leuven, Belgium
| |
Collapse
|
3
|
Kaur U, Malacco VMR, Bai H, Price TP, Datta A, Xin L, Sen S, Nawrocki RA, Chiu G, Sundaram S, Min BC, Daniels KM, White RR, Donkin SS, Brito LF, Voyles RM. Invited review: integration of technologies and systems for precision animal agriculture-a case study on precision dairy farming. J Anim Sci 2023; 101:skad206. [PMID: 37335911 PMCID: PMC10370899 DOI: 10.1093/jas/skad206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 06/17/2023] [Indexed: 06/21/2023] Open
Abstract
Precision livestock farming (PLF) offers a strategic solution to enhance the management capacity of large animal groups, while simultaneously improving profitability, efficiency, and minimizing environmental impacts associated with livestock production systems. Additionally, PLF contributes to optimizing the ability to manage and monitor animal welfare while providing solutions to global grand challenges posed by the growing demand for animal products and ensuring global food security. By enabling a return to the "per animal" approach by harnessing technological advancements, PLF enables cost-effective, individualized care for animals through enhanced monitoring and control capabilities within complex farming systems. Meeting the nutritional requirements of a global population exponentially approaching ten billion people will likely require the density of animal proteins for decades to come. The development and application of digital technologies are critical to facilitate the responsible and sustainable intensification of livestock production over the next several decades to maximize the potential benefits of PLF. Real-time continuous monitoring of each animal is expected to enable more precise and accurate tracking and management of health and well-being. Importantly, the digitalization of agriculture is expected to provide collateral benefits of ensuring auditability in value chains while assuaging concerns associated with labor shortages. Despite notable advances in PLF technology adoption, a number of critical concerns currently limit the viability of these state-of-the-art technologies. The potential benefits of PLF for livestock management systems which are enabled by autonomous continuous monitoring and environmental control can be rapidly enhanced through an Internet of Things approach to monitoring and (where appropriate) closed-loop management. In this paper, we analyze the multilayered network of sensors, actuators, communication, networking, and analytics currently used in PLF, focusing on dairy farming as an illustrative example. We explore the current state-of-the-art, identify key shortcomings, and propose potential solutions to bridge the gap between technology and animal agriculture. Additionally, we examine the potential implications of advancements in communication, robotics, and artificial intelligence on the health, security, and welfare of animals.
Collapse
Affiliation(s)
- Upinder Kaur
- School of Engineering Technology, Purdue University, West Lafayette, IN, 47907, USA
| | - Victor M R Malacco
- Department of Animal Sciences, Purdue University, West Lafayette, IN, 47907, USA
| | - Huiwen Bai
- School of Engineering Technology, Purdue University, West Lafayette, IN, 47907, USA
| | - Tanner P Price
- Department of Animal and Poultry Sciences, Virginia Tech, Blacksburg, VA, 24061, USA
| | - Arunashish Datta
- School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, 47907, USA
| | - Lei Xin
- School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, 47907, USA
| | - Shreyas Sen
- School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, 47907, USA
| | - Robert A Nawrocki
- School of Engineering Technology, Purdue University, West Lafayette, IN, 47907, USA
| | - George Chiu
- School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, 47907, USA
- School of Mechanical Engineering, Purdue University, West Lafayette, IN, 47907, USA
| | - Shreyas Sundaram
- School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, 47907, USA
| | - Byung-Cheol Min
- Department of Computer and Information Technology, West Lafayette, IN, 47907, USA
| | - Kristy M Daniels
- Department of Animal and Poultry Sciences, Virginia Tech, Blacksburg, VA, 24061, USA
| | - Robin R White
- Department of Animal and Poultry Sciences, Virginia Tech, Blacksburg, VA, 24061, USA
| | - Shawn S Donkin
- Department of Animal Sciences, Purdue University, West Lafayette, IN, 47907, USA
| | - Luiz F Brito
- Department of Animal Sciences, Purdue University, West Lafayette, IN, 47907, USA
| | - Richard M Voyles
- School of Engineering Technology, Purdue University, West Lafayette, IN, 47907, USA
| |
Collapse
|
4
|
Han CS, Kaur U, Bai H, Roqueto dos Reis B, White R, Nawrocki RA, Voyles RM, Kang MG, Priya S. Invited review: Sensor technologies for real-time monitoring of the rumen environment. J Dairy Sci 2022; 105:6379-6404. [DOI: 10.3168/jds.2021-20576] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 09/27/2021] [Indexed: 01/05/2023]
|
5
|
Wackers G, Putzeys T, Peeters M, Van de Cauter L, Cornelis P, Wübbenhorst M, Tack J, Troost F, Verhaert N, Doll T, Wagner P. Towards a catheter-based impedimetric sensor for the assessment of intestinal histamine levels in IBS patients. Biosens Bioelectron 2020; 158:112152. [PMID: 32275205 DOI: 10.1016/j.bios.2020.112152] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 03/09/2020] [Accepted: 03/12/2020] [Indexed: 12/18/2022]
Abstract
In this work, we report on the development of a catheter-based sensor designed for measuring the concentration of histamine in the human duodenum. Certain gut disorders, such as the irritable bowel syndrome (IBS), are associated with elevated levels of intestinal histamine due to chronic immune activation. As it is still impossible to determine histamine concentrations in vivo, a nasointestinal catheter with histamine-sensing capabilities has the potential to become a valuable diagnostic instrument. Regarding the sensing principle, we selected impedance spectroscopy using voltages that are compatible with intra-body applications with molecularly imprinted polymers (MIPs) as recognition elements. MIPs are synthetic receptors that offer the advantages of robustness, high specificity and selectivity for histamine as a target. In this specific case, the MIPs were synthesized from acryclic acid monomers, which guarantees a uniform binding capacity within the pH range of intestinal fluid. We have validated the catheter sensor on human intestinal liquids spiked with histamine in a testing setup that mimics the environment inside the duodenum. The dose-response curves show an analytical range between 5 and 200 nM of histamine, corresponding to physiologically normal conditions while higher concentrations correlate with disease. The key output signal of the sensor is the resistive component of the MIP-functionalized titanium electrodes as derived from the equivalent-circuit modelling of full-range impedance spectra. Future applications could be catheters tailored to cardiovascular, urological, gastrointestinal, and neurovascular applications. This, in combination with the versatility of the MIPs, will make this sensor platform a versatile diagnostic tool.
Collapse
Affiliation(s)
- Gideon Wackers
- KU Leuven, Laboratory for Soft Matter and Biophysics, Celestijnenlaan 200 D, B-3001, Leuven, Belgium.
| | - Tristan Putzeys
- KU Leuven, Laboratory for Soft Matter and Biophysics, Celestijnenlaan 200 D, B-3001, Leuven, Belgium; KU Leuven, Research Group Experimental Oto-rhino-laryngology, O&N II, Herestraat 49, B-3001, Leuven, Belgium
| | - Marloes Peeters
- Newcastle University, School of Engineering, Newcastle NE1 7RU, United Kingdom
| | - Lori Van de Cauter
- KU Leuven, Laboratory for Soft Matter and Biophysics, Celestijnenlaan 200 D, B-3001, Leuven, Belgium
| | - Peter Cornelis
- KU Leuven, Laboratory for Soft Matter and Biophysics, Celestijnenlaan 200 D, B-3001, Leuven, Belgium
| | - Michael Wübbenhorst
- KU Leuven, Laboratory for Soft Matter and Biophysics, Celestijnenlaan 200 D, B-3001, Leuven, Belgium
| | - Jan Tack
- KU Leuven, Translational Research in Gastrointestinal Disorders, O&N I, Herestraat 49, B-3001, Leuven, Belgium
| | - Freddy Troost
- Food Innovation and Health, Centre for Healthy Eating and Food Innovation, Maastricht University, NUTRIM School of Nutrition and Translational Research in Metabolism, Universiteitssingel 40, NL-6229 ER, Maastricht, the Netherlands
| | - Nicolas Verhaert
- KU Leuven, Research Group Experimental Oto-rhino-laryngology, O&N II, Herestraat 49, B-3001, Leuven, Belgium
| | - Theodor Doll
- Hannover Medical School, Institute of AudioNeuroTechnology VIANNA, Stadtfelddamm 34, D-30625, Hannover, Germany
| | - Patrick Wagner
- KU Leuven, Laboratory for Soft Matter and Biophysics, Celestijnenlaan 200 D, B-3001, Leuven, Belgium
| |
Collapse
|
6
|
Trevisani M, Cecchini M, Fedrizzi G, Corradini A, Mancusi R, Tothill IE. Biosensing the Histamine Producing Potential of Bacteria in Tuna. Front Microbiol 2019; 10:1844. [PMID: 31507542 PMCID: PMC6718450 DOI: 10.3389/fmicb.2019.01844] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Accepted: 07/26/2019] [Indexed: 11/21/2022] Open
Abstract
Histamine poisoning is the most common cause of human foodborne illness due to the consumption of fish products. An enzyme-based amperometric biosensor was developed to be used as a screening tool to detect histamine and histamine-producing bacteria (HPB) in tuna. It was developed by immobilizing histidine decarboxylase and horseradish peroxidase on the surface of screen-printed electrodes through a cross-linking procedure employing glutaraldehyde and bovine serum albumin. The signal generated in presence of histamine at the surface of the electrode was measured by chronoamperometry at in presence of a soluble redox mediator. The sensitivity of the electrode was 1.31-1.59 μA/mM, with a linear range from 2 to 20 μg/ml and detection limit of 0.11 μg/ml. In this study fresh tuna filets purchased in supermarkets in different days (n = 8) were analyzed to detect HPB. Samples with different concentration of histamine were analyzed with culture-based counting methods, biosensor and HPLC and also a challenge test was made. Recovery of histamine from cultures and tuna samples was also assessed. The presence of Morganella psychrotolerans, Photobacterium phosphoreum, P. damselae and Hafnia alvei was detected using culture- and PCR-based methods. At the time of purchase these tuna samples had histamine concentrations from below the limit of detection (LOD) to 60 μg/g. HPLC and biosensor methods provided similar results in the range from zero to 432 μg/g (correlation coefficient, R 2 = 0.990) and the recovery of histamine from cultures and tuna samples was very high (mean bias -12.69 to 1.63%, with root-mean-square error <12%). These results clearly show that fresh tuna is commonly contaminated with strong HPB. The histamine biosensor can be used by the Food Business Operators as a screening tool to detect their presence and to determine whether their process controls are adequate or not.
Collapse
Affiliation(s)
- Marcello Trevisani
- Laboratory of Food Hygiene, Department of Veterinary Medical Sciences, University of Bologna, Bologna, Italy
| | - Matilde Cecchini
- Laboratory of Food Hygiene, Department of Veterinary Medical Sciences, University of Bologna, Bologna, Italy
| | - Giorgio Fedrizzi
- Laboratory of Food Chemistry, Istituto Zooprofilattico Sperimentale della Lombardia e dell’Emilia Romagna “Bruno Ubertini”, Brescia, Italy
| | - Alessandra Corradini
- Laboratory of Food Hygiene, Department of Veterinary Medical Sciences, University of Bologna, Bologna, Italy
| | - Rocco Mancusi
- Laboratory of Food Hygiene, Department of Veterinary Medical Sciences, University of Bologna, Bologna, Italy
| | - Ibtisam E. Tothill
- Surface Engineering and Precision Institute, Cranfield University, Cranfield, United Kingdom
| |
Collapse
|
7
|
Zhong L, Sun J, Gan Y, Zhou S, Wan Z, Zou Q, Su K, Wang P. Portable Smartphone-based Colorimetric Analyzer with Enhanced Gold Nanoparticles for On-site Tests of Seafood Safety. ANAL SCI 2019; 35:133-140. [PMID: 30745510 DOI: 10.2116/analsci.18p184] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Saxitoxin (STX) is one of the paralytic shellfish poisons (PSP) that endanger people's health. It is necessary to develop methods for the on-site rapid detection for STX in order to prevent safety accidents. An enzyme-linked immunosorbent assay (ELISA) is timesaving and effective, but it is not suitable for large-scale in-field tests due to the expensiveness of commercial ELISA kits and the bulkiness of a microtiter plate reader (MTPR). In this study, a portable smartphone-based colorimetric analyzer (SBCA) with a cost-effictive enhanced gold nanoparticle-based ELISA (EGNB-ELISA) was proposed for STX detection. In a bicinchoninic acid (BCA) protein assay (R2 = 0.9939) and a glucose assay (R2 = 0.9937), SBCA was shown to be in good agreement with MTPR. EGNB-ELISA had a 12.5-fold lower detection limit (0.4 ng/mL) and a lower detection range (1 - 50 ng/mL, Y = 0.4037X + 0.3564, R2 = 0.9797) than the classical ELISA. The recovery rate ranged over 89.1 - 112.2%. The whole detection system, combining both homemade SBCA and ENGB-ELISA, is expected to satisfy the needs of on-site STX sample tests to guarantee seafood safety.
Collapse
Affiliation(s)
- Longjie Zhong
- Key Laboratory for Biomedical Engineering of Ministry of Education, Biosensor National Special Laboratory, Department of Biomedical Engineering, Zhejiang University.,State Key Laboratory of Transducer Technology, Chinese Academy of Sciences
| | - Jiadi Sun
- Key Laboratory for Biomedical Engineering of Ministry of Education, Biosensor National Special Laboratory, Department of Biomedical Engineering, Zhejiang University
| | - Ying Gan
- Key Laboratory for Biomedical Engineering of Ministry of Education, Biosensor National Special Laboratory, Department of Biomedical Engineering, Zhejiang University
| | - Shuqi Zhou
- Key Laboratory for Biomedical Engineering of Ministry of Education, Biosensor National Special Laboratory, Department of Biomedical Engineering, Zhejiang University
| | - Zijian Wan
- Key Laboratory for Biomedical Engineering of Ministry of Education, Biosensor National Special Laboratory, Department of Biomedical Engineering, Zhejiang University
| | - Quchao Zou
- Key Laboratory for Biomedical Engineering of Ministry of Education, Biosensor National Special Laboratory, Department of Biomedical Engineering, Zhejiang University.,Department of Clinical Engineering, The Second Affiliated Hospital of Zhejiang University School of Medicine
| | - Kaiqi Su
- Key Laboratory for Biomedical Engineering of Ministry of Education, Biosensor National Special Laboratory, Department of Biomedical Engineering, Zhejiang University
| | - Ping Wang
- Key Laboratory for Biomedical Engineering of Ministry of Education, Biosensor National Special Laboratory, Department of Biomedical Engineering, Zhejiang University.,State Key Laboratory of Transducer Technology, Chinese Academy of Sciences
| |
Collapse
|