1
|
Park JJ, Cho JS, Yu H, Lee G, Yun DY, Park SK, Choi JH, Park KJ, Lee J, Lim JH. Non-destructive assessment of chilling injury in red pepper powder using short-wave-infrared and XGBoost algorithm. Food Chem 2025; 469:142604. [PMID: 39721441 DOI: 10.1016/j.foodchem.2024.142604] [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: 06/18/2024] [Revised: 12/04/2024] [Accepted: 12/19/2024] [Indexed: 12/28/2024]
Abstract
This study aimed to evaluate red pepper powder quality by the extent of chilling injury and develop a method for detecting chilling injury-affected pepper powder. Pepper powder produced from chilling injury-affected pepper fruits exhibited increased bitter amino acids, microbial counts, and biogenic amines and decreased sweetness index and organic acid levels. These quality deteriorations indicate the need to detect chilling injury in pepper powders. The color values were insufficient to identify the occurrence of chilling injury. Therefore, hyperspectral imaging was used to detect the chilling injury. Based on the feature importance metrics results from XGBoost and correlation analysis, five key wavelengths were selected from a total of 188 wavelengths. The XGBoost model, using selected wavelengths, demonstrated higher accuracy (100 %) in discriminating the chilling injury level in pepper powder compared to that using full-wavelengths (98.0 %). These results provide insights into the rapid and non-destructive quality assessment of pepper powder.
Collapse
Affiliation(s)
- Jong-Jin Park
- Food Safety and Distribution Research Group, Korea Food Research Institute, Wanju-gun 55365, Republic of Korea.
| | - Jeong-Seok Cho
- Food Safety and Distribution Research Group, Korea Food Research Institute, Wanju-gun 55365, Republic of Korea; Smart Food Manufacturing Project Group, Korea Food Research Institute, Wanju-gun 55365, Republic of Korea.
| | - Hahyeong Yu
- Department of Food Science and Technology, Chung-Ang University, Anseong 17546, Republic of Korea
| | - Gyuseok Lee
- Smart Food Manufacturing Project Group, Korea Food Research Institute, Wanju-gun 55365, Republic of Korea.
| | - Dae-Yong Yun
- Food Safety and Distribution Research Group, Korea Food Research Institute, Wanju-gun 55365, Republic of Korea.
| | - Seul-Ki Park
- Smart Food Manufacturing Project Group, Korea Food Research Institute, Wanju-gun 55365, Republic of Korea.
| | - Jeong-Hee Choi
- Food Safety and Distribution Research Group, Korea Food Research Institute, Wanju-gun 55365, Republic of Korea.
| | - Kee-Jai Park
- Smart Food Manufacturing Project Group, Korea Food Research Institute, Wanju-gun 55365, Republic of Korea.
| | - Jihyun Lee
- Department of Food and Nutrition, College of Human Ecology, Seoul National University, Seoul 08826, Republic of Korea.
| | - Jeong-Ho Lim
- Food Safety and Distribution Research Group, Korea Food Research Institute, Wanju-gun 55365, Republic of Korea; Smart Food Manufacturing Project Group, Korea Food Research Institute, Wanju-gun 55365, Republic of Korea.
| |
Collapse
|
2
|
Ahmed S, Ansari A, De B, Mukherjee S, Negi DS, Ranjan P. An electrochemical bio-electronic tongue based on borophene/PPy@ITO hybrid for selective caffeine identification. Analyst 2025; 150:962-974. [PMID: 39916442 DOI: 10.1039/d4an01547a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2025]
Abstract
Caffeine is a natural stimulant found in various plants. Some individuals are particularly sensitive to caffeine and may experience adverse effects even with minimal intake. In order to address the potential health risks associated with high caffeine use, it is imperative to establish a precise, straightforward, efficient, and cost-efficient approach for measuring caffeine levels in regularly consumed items. This article explores electrochemical techniques for monitoring bitterness induced by caffeine. The fabricated bio-electronic tongue (Bio-ET) comprised a modified electrode made of borophene/PPy@ITO, created by electropolymerizing polypyrrole (PPy) onto indium tin oxide (ITO) and subsequently decorating it with borophene sheets. Cyclic voltammetry (CV) was used to investigate the electrochemical characteristics of caffeine on borophene/PPy@ITO. The findings revealed that the Bio-ET exhibited strong electro-oxidation and reduction activity towards caffeine, indicated by the presence of distinct redox peaks. The Bio-ET demonstrated a linear range from 0.5 to 700 μM with a limit of detection (LOD) of 0.177 μM. The Bio-ET electrode was successfully employed for caffeine quantification in real samples, including coffee, black tea, and regular tea, yielding excellent electrocatalytic performance. Furthermore, the potential of the Bio-ET system could lead to the development of portable, user-friendly devices for on-site analysis, facilitating rapid testing in various settings, such as beverages and pharmaceuticals, and presenting a promising direction for both research and commercial applications.
Collapse
Affiliation(s)
- Shahzad Ahmed
- Department of Metallurgical and Materials Engineering, Indian Institute of Technology Jodhpur, Jodhpur, Rajasthan-342030, India.
| | - Arshiya Ansari
- Department of Metallurgical and Materials Engineering, Indian Institute of Technology Jodhpur, Jodhpur, Rajasthan-342030, India.
| | - Bibekananda De
- Composite Research and Technology (CResT), Advanced Materials and Characterization Research Group, Research and Development (R&D), Tata Steel Ltd, Jamshedpur, Jharkhand 831001, India.
| | - Subrata Mukherjee
- Composite Research and Technology (CResT), Advanced Materials and Characterization Research Group, Research and Development (R&D), Tata Steel Ltd, Jamshedpur, Jharkhand 831001, India.
| | - Devendra Singh Negi
- Department of Metallurgical and Materials Engineering, Indian Institute of Technology Jodhpur, Jodhpur, Rajasthan-342030, India.
| | - Pranay Ranjan
- Department of Metallurgical and Materials Engineering, Indian Institute of Technology Jodhpur, Jodhpur, Rajasthan-342030, India.
| |
Collapse
|
3
|
Singh N, Yadav SS. Nanotechnological advancement in spices adulteration detection and authenticity validation. Food Control 2025; 167:110806. [DOI: 10.1016/j.foodcont.2024.110806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
|
4
|
Madkhali O. WSe 2-PPy-Based Type-II Heterostructure for Efficient Photocatalytic Removal of Nitrofurazone. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2024; 40:18525-18534. [PMID: 39158323 DOI: 10.1021/acs.langmuir.4c01772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/20/2024]
Abstract
The escalating concerns over water pollution and antimicrobial resistance have underscored the urgency of effective antibiotic degradation. Photocatalytic degradation offers a promising solution due to its efficiency and environmental friendliness. In this study, I synthesized a novel nanocomposite comprising WSe2 and polypyrrole (PPy) via a hydrothermal method coupled with polymerization for the degradation of nitrofurazone antibiotics. The WSe2/PPy nanocomposite demonstrated significantly higher photocatalytic degradation efficiency (94.50%) compared to pure WSe2 and PPy, with degradation efficiencies of 23.07% and 32.96%, respectively. The degradation was performed at different pH values, with acidic conditions proving the most suitable for nitrofurazone degradation. The photocatalytic degradation efficiencies at pH 2, 3, 5, 7, 9, and 11 were 98.5%, 98.3%, 85.4%, 78.02%, 61.4%, and 61%, respectively. The acidic conditions were found to be the most suitable for nitrofurazone degradation. The nanocomposite's improved efficiency was ascribed to its low recombination rate and quick charge transfer, as demonstrated by time-resolved photoluminescence (TRPL) and electrochemical impedance spectroscopy (EIS) tests, respectively. The Z-Scheme photocatalysis mechanism as proposed for the WSe2-PPy nanocomposite and supported by scavenger experiments. Moreover, the nanocomposite demonstrated excellent reusability, which enhanced its practical applicability.
Collapse
Affiliation(s)
- Osama Madkhali
- Department of Physical Sciences, Physics Division, College of Science, Jazan University, P.O. Box. 114, Jazan 45142, Kingdom of Saudi Arabia
| |
Collapse
|
5
|
Liu J, Nam Y, Choi D, Choi Y, Lee SE, Oh H, Wang G, Lee SH, Liu Y, Hong S. MXene/Hydrogel-based bioelectronic nose for the direct evaluation of food spoilage in both liquid and gas-phase environments. Biosens Bioelectron 2024; 256:116260. [PMID: 38613935 DOI: 10.1016/j.bios.2024.116260] [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: 01/29/2024] [Revised: 03/22/2024] [Accepted: 03/28/2024] [Indexed: 04/15/2024]
Abstract
Various bioelectronic noses have been recently developed for mimicking human olfactory systems. However, achieving direct monitoring of gas-phase molecules remains a challenge for the development of bioelectronic noses due to the instability of receptor and the limitations of its surrounding microenvironment. Here, we report a MXene/hydrogel-based bioelectronic nose for the sensitive detection of liquid and gaseous hexanal, a signature odorant from spoiled food. In this study, a conducting MXene/hydrogel structure was formed on a sensor via physical adsorption. Then, canine olfactory receptor 5269-embedded nanodiscs (cfOR5269NDs) which could selectively recognize hexanal molecules were embedded in the three-dimensional (3D) MXene/hydrogel structures using glutaraldehyde as a linker. Our MXene/hydrogel-based bioelectronic nose exhibited a high selectivity and sensitivity for monitoring hexanal in both liquid and gas phases. The bioelectronic noses could sensitively detect liquid and gaseous hexanal down to 10-18 M and 6.9 ppm, and they had wide detection ranges of 10-18 - 10-6 M and 6.9-32.9 ppm, respectively. Moreover, our bioelectronic nose allowed us to monitor hexanal levels in fish and milk. In this respect, our MXene/hydrogel-based bioelectronic nose could be a practical strategy for versatile applications such as food spoilage assessments in both liquid and gaseous systems.
Collapse
Affiliation(s)
- Jing Liu
- School of Food Science and Engineering, Ningxia University, Yinchuan, 750021, China
| | - Youngju Nam
- Department of Bionano Engineering, Center for Bionano Intelligence Education and Research, Hanyang University, Ansan, 15588, Republic of Korea
| | - Danmin Choi
- Department of Physics and Astronomy, and Institute of Applied Physics, Seoul National University, Seoul, 08826, Republic of Korea
| | - Yoonji Choi
- Department of Physics and Astronomy, and Institute of Applied Physics, Seoul National University, Seoul, 08826, Republic of Korea
| | - Sang-Eun Lee
- Department of Physics and Astronomy, and Institute of Applied Physics, Seoul National University, Seoul, 08826, Republic of Korea
| | - Honggyu Oh
- Department of Bionano Engineering, Center for Bionano Intelligence Education and Research, Hanyang University, Ansan, 15588, Republic of Korea
| | - Guangxian Wang
- School of Food Science and Engineering, Ningxia University, Yinchuan, 750021, China
| | - Seung Hwan Lee
- Department of Bionano Engineering, Center for Bionano Intelligence Education and Research, Hanyang University, Ansan, 15588, Republic of Korea.
| | - Yuan Liu
- Department of Food Science & Technology, School of Agriculture & Biology, Shanghai Jiao Tong University, Shanghai, 200240, China.
| | - Seunghun Hong
- Department of Physics and Astronomy, and Institute of Applied Physics, Seoul National University, Seoul, 08826, Republic of Korea.
| |
Collapse
|
6
|
Sobahi N, Alam MM, Imran M, Khan ME, Mohammad A, Yoon T, Mehedi IM, Hussain MA, Abdulaal MJ, Jiman AA. Non-Enzymatic Glucose Sensors Composed of Polyaniline Nanofibers with High Electrochemical Performance. Molecules 2024; 29:2439. [PMID: 38893314 PMCID: PMC11173486 DOI: 10.3390/molecules29112439] [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: 04/23/2024] [Revised: 05/11/2024] [Accepted: 05/18/2024] [Indexed: 06/21/2024] Open
Abstract
The measurement of glucose concentration is a fundamental daily care for diabetes patients, and therefore, its detection with accuracy is of prime importance in the field of health care. In this study, the fabrication of an electrochemical sensor for glucose sensing was successfully designed. The electrode material was fabricated using polyaniline and systematically characterized using scanning electron microscopy, high-resolution transmission electron microscopy, X-ray diffraction, Fourier transform infrared spectroscopy, and UV-visible spectroscopy. The polyaniline nanofiber-modified electrode showed excellent detection ability for glucose with a linear range of 10 μM to 1 mM and a detection limit of 10.6 μM. The stability of the same electrode was tested for 7 days. The electrode shows high sensitivity for glucose detection in the presence of interferences. The polyaniline-modified electrode does not affect the presence of interferences and has a low detection limit. It is also cost-effective and does not require complex sample preparation steps. This makes it a potential tool for glucose detection in pharmacy and medical diagnostics.
Collapse
Affiliation(s)
- Nebras Sobahi
- Department of Electrical & Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (N.S.)
| | - Md. Mottahir Alam
- Department of Electrical & Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (N.S.)
| | - Mohd Imran
- Department of Chemical Engineering, College of Engineering, Jazan University, Jazan 45142, Saudi Arabia
| | - Mohammad Ehtisham Khan
- Department of Chemical Engineering Technology, College of Applied Industrial Technology, Jazan University, Jazan 45142, Saudi Arabia
| | - Akbar Mohammad
- School of Chemical Engineering, Yeungnam University, Gyeongsan-si 38541, Gyeongbuk-do, Republic of Korea
| | - Taeho Yoon
- School of Chemical Engineering, Yeungnam University, Gyeongsan-si 38541, Gyeongbuk-do, Republic of Korea
| | - Ibrahim M. Mehedi
- Department of Electrical & Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (N.S.)
- Center of Excellence in Intelligent Engineering Systems (CEIES), King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Mohammad A. Hussain
- Department of Electrical & Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (N.S.)
| | - Mohammed J. Abdulaal
- Department of Electrical & Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (N.S.)
| | - Ahmad A. Jiman
- Department of Electrical & Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (N.S.)
| |
Collapse
|
7
|
Alamier WM, Ali SK, Qudsieh IY, Imran M, Almashnowi MYA, Ansari A, Ahmed S. Hydrothermally Synthesized Z-Scheme Nanocomposite of ZIF-9 Modified MXene for Photocatalytic Degradation of 4-Chlorophenol. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2024; 40:6004-6015. [PMID: 38451499 DOI: 10.1021/acs.langmuir.4c00022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/08/2024]
Abstract
4-Chlorophenol (4CP) is a well-known environmental contaminant often detected in wastewater, generally arising from industrial processes such as chemical manufacture, pharmaceutical production, and pesticide formulation. 4CP is a matter of great concern since it is persistent and has the potential to have harmful impacts on both aquatic ecosystems and human health, owing to its hazardous and mutagenic properties. Hence, degradation of 4CP is of utmost significance. This research investigates the photocatalytic degradation of 4CP using a novel Z-scheme heterojunction nanocomposite composed of MXene and ZIF-9. The nanocomposite is synthesized through a two-step hydrothermal method and thoroughly characterized by using XRD, SEM, UV-visible spectroscopy, zeta potential, and electrochemical impedance spectroscopy studies, confirming successful fabrication with improved surface properties. The comparative photocatalytic degradation studies between pristine materials and the nanocomposite were performed, and significant enhancement in performance was observed. The effect of pH on the degradation efficiency is also explored and correlated with the surface charge. The Z-scheme photocatalysis mechanism is proposed, which is supported by time-resolved photoluminescence studies and scavenger experiments. The reusability of the nanocomposite is also evaluated. The study contributes to the development of efficient and sustainable photocatalysts for wastewater treatment.
Collapse
Affiliation(s)
- Waleed M Alamier
- Department of Physical Sciences, Chemistry Division, College of Science, Jazan University, P.O. Box. 114, Jazan 45142, Kingdom of Saudi Arabia
| | - Syed Kashif Ali
- Department of Physical Sciences, Chemistry Division, College of Science, Jazan University, P.O. Box. 114, Jazan 45142, Kingdom of Saudi Arabia
- Nanotechnology Research Unit, College of Science, Jazan University, P.O. Box. 114, Jazan 45142, Kingdom of Saudi Arabia
| | - Isam Y Qudsieh
- Department of Chemical Engineering, College of Engineering, Jazan University, PO Box 706, Jazan 45142, Saudi Arabia
| | - Mohd Imran
- Department of Chemical Engineering, College of Engineering, Jazan University, PO Box 706, Jazan 45142, Saudi Arabia
| | - Majed Y A Almashnowi
- Department of Physical Sciences, Chemistry Division, College of Science, Jazan University, P.O. Box. 114, Jazan 45142, Kingdom of Saudi Arabia
| | - Arshiya Ansari
- Department of Metallurgical and Materials Engineering, Indian Institute of Technology Jodhpur, Jodhpur, Rajasthan 342030, India
| | - Shahzad Ahmed
- Department of Metallurgical and Materials Engineering, Indian Institute of Technology Jodhpur, Jodhpur, Rajasthan 342030, India
- The Institute for Lasers, Photonics, and Biophotonics/Chemistry, The State University of New York at Buffalo, Buffalo, New York 14260, United States
| |
Collapse
|