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Xu L, Yue XL, Li HZ, Jian SL, Shu WS, Cui L, Xu XW. Aerobic Anoxygenic Phototrophic Bacteria in the Marine Environments Revealed by Raman/Fluorescence-Guided Single-Cell Sorting and Targeted Metagenomics. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:7087-7098. [PMID: 38651173 DOI: 10.1021/acs.est.4c02881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/25/2024]
Abstract
Aerobic anoxygenic phototrophic bacteria (AAPB) contribute profoundly to the global carbon cycle. However, most AAPB in marine environments are uncultured and at low abundance, hampering the recognition of their functions and molecular mechanisms. In this study, we developed a new culture-independent method to identify and sort AAPB using single-cell Raman/fluorescence spectroscopy. Characteristic Raman and fluorescent bands specific to bacteriochlorophyll a (Bchl a) in AAPB were determined by comparing multiple known AAPB with non-AAPB isolates. Using these spectroscopic biomarkers, AAPB in coastal seawater, pelagic seawater, and hydrothermal sediment samples were screened, sorted, and sequenced. 16S rRNA gene analysis and functional gene annotations of sorted cells revealed novel AAPB members and functional genes, including one species belonging to the genus Sphingomonas, two genera affiliated to classes Betaproteobacteria and Gammaproteobacteria, and function genes bchCDIX, pucC2, and pufL related to Bchl a biosynthesis and photosynthetic reaction center assembly. Metagenome-assembled genomes (MAGs) of sorted cells from pelagic seawater and deep-sea hydrothermal sediment belonged to Erythrobacter sanguineus that was considered as an AAPB and genus Sphingomonas, respectively. Moreover, multiple photosynthesis-related genes were annotated in both MAGs, and comparative genomic analysis revealed several exclusive genes involved in amino acid and inorganic ion metabolism and transport. This study employed a new single-cell spectroscopy method to detect AAPB, not only broadening the taxonomic and genetic contents of AAPB in marine environments but also revealing their genetic mechanisms at the single-genomic level.
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Affiliation(s)
- Lin Xu
- Key Laboratory of Marine Ecosystem Dynamics, Ministry of Natural Resources & Second Institute of Oceanography, Ministry of Natural Resources, Hangzhou 310012, P. R. China
- Collge of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou 310018, P. R. China
| | - Xiao-Lan Yue
- Key Laboratory of Marine Ecosystem Dynamics, Ministry of Natural Resources & Second Institute of Oceanography, Ministry of Natural Resources, Hangzhou 310012, P. R. China
- School of Oceanography, Shanghai Jiao Tong University, Shanghai 200030, P. R. China
| | - Hong-Zhe Li
- Key Lab of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, P. R. China
| | - Shu-Ling Jian
- Key Laboratory of Marine Ecosystem Dynamics, Ministry of Natural Resources & Second Institute of Oceanography, Ministry of Natural Resources, Hangzhou 310012, P. R. China
- Key Lab of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, P. R. China
| | - Wen-Sheng Shu
- Institute of Ecological Science, School of Life Science, South China Normal University, Guangzhou 510631, P. R. China
| | - Li Cui
- Key Lab of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, P. R. China
| | - Xue-Wei Xu
- Key Laboratory of Marine Ecosystem Dynamics, Ministry of Natural Resources & Second Institute of Oceanography, Ministry of Natural Resources, Hangzhou 310012, P. R. China
- School of Oceanography, Shanghai Jiao Tong University, Shanghai 200030, P. R. China
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2
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Duan C, Xiao X, Yu Y, Xu M, Zhang Y, Liu X, Dai H, Pi F, Wang J. In situ Raman characterization of the stability of blueberry anthocyanins in aqueous solutions under perturbations in temperature, UV, pH. Food Chem 2024; 431:137155. [PMID: 37591141 DOI: 10.1016/j.foodchem.2023.137155] [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: 02/28/2023] [Revised: 08/01/2023] [Accepted: 08/11/2023] [Indexed: 08/19/2023]
Abstract
Blueberry anthocyanin (BA) is a functional ingredient to enhance the biological activity of food, and the stability of BA is of great interest. BA stability in aqueous solutions stored in polypropylene and glass bottles was analyzed in-situ using confocal Raman spectroscopy, and the acceptable depth of focus was optimized. The Raman characteristics of BA degradation were explained by multivariate analysis. The degradation rate of BA was significantly accelerated by heating above 65 °C for 2 h or ultraviolet irradiation (10 W) for 96 h. The first order kinetic reaction rate was accelerated with the increase of pH value and temperature and the prolongation of ultraviolet irradiation time. The synergistic effect of multiple factors promoted BA degradation. This study provides an in-situ, nondestructive method for the analysis of anthocyanin stability, which has great utility in the food industry to optimize processing, storage, and transportation measures to reduce the degradation of BA.
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Affiliation(s)
- Chuchu Duan
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan 430023, Hubei, People's Republic of China
| | - Xiaofeng Xiao
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan 430023, Hubei, People's Republic of China
| | - Yonghui Yu
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan 430023, Hubei, People's Republic of China
| | - Mengting Xu
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan 430023, Hubei, People's Republic of China
| | - Yanpeng Zhang
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan 430023, Hubei, People's Republic of China
| | - Xiaodan Liu
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan 430023, Hubei, People's Republic of China; Hubei Key Laboratory for Processing and Transformation of Agricultural Products (Wuhan Polytechnic University), Wuhan 430023, People's Republic of China; Key Laboratory for Deep Processing of Major Grain and Oil (Wuhan Polytechnic University), Ministry of Education, Wuhan 430023, People's Republic of China
| | - Huang Dai
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan 430023, Hubei, People's Republic of China; Hubei Key Laboratory for Processing and Transformation of Agricultural Products (Wuhan Polytechnic University), Wuhan 430023, People's Republic of China; Key Laboratory for Deep Processing of Major Grain and Oil (Wuhan Polytechnic University), Ministry of Education, Wuhan 430023, People's Republic of China
| | - Fuwei Pi
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan 430023, Hubei, People's Republic of China; School of Food Science and Technology, Jiangnan University, Wuxi 214122, Jiangsu, People's Republic of China
| | - Jiahua Wang
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan 430023, Hubei, People's Republic of China; Hubei Key Laboratory for Processing and Transformation of Agricultural Products (Wuhan Polytechnic University), Wuhan 430023, People's Republic of China; Key Laboratory for Deep Processing of Major Grain and Oil (Wuhan Polytechnic University), Ministry of Education, Wuhan 430023, People's Republic of China.
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3
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Zhang J, Li F, Shen S, Yang Z, Ji X, Wang X, Liao X, Zhang Y. More simple, efficient and accurate food research promoted by intermolecular interaction approaches: A review. Food Chem 2023; 416:135726. [PMID: 36893635 DOI: 10.1016/j.foodchem.2023.135726] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 02/14/2023] [Accepted: 02/15/2023] [Indexed: 03/09/2023]
Abstract
The investigation of intermolecular interactions has become increasingly important in many studies, mainly by combining different analytical approaches to reveal the molecular mechanisms behind specific experimental phenomena. From spectroscopic analysis to sophisticated molecular simulation techniques like molecular docking, molecular dynamics (MD) simulation, and quantum chemical calculations (QCC), the mechanisms of intermolecular interactions are gradually being characterized more clearly and accurately, leading to revolutionary advances. This article aims to review the progression in the main techniques involving intermolecular interactions in food research and the corresponding experimental results. Finally, we discuss the significant impact that cutting-edge molecular simulation technologies may have on the future of conducting deeper exploration. Applications of molecular simulation technology may revolutionize the food research, making it possible to design new future foods with precise nutrition and desired properties.
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Affiliation(s)
- Jinghao Zhang
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, People's Republic of China; National Engineering Research Center for Fruit and Vegetable Processing, Ministry of Science and Technology, Beijing 100083, People's Republic of China; Key Laboratory of Fruits and Vegetables Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, People's Republic of China; Beijing Key Laboratory of Food Non-Thermal Processing, Beijing 100083, People's Republic of China
| | - Fangwei Li
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, People's Republic of China; National Engineering Research Center for Fruit and Vegetable Processing, Ministry of Science and Technology, Beijing 100083, People's Republic of China; Key Laboratory of Fruits and Vegetables Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, People's Republic of China; Beijing Key Laboratory of Food Non-Thermal Processing, Beijing 100083, People's Republic of China; College of Food Science and Engineering, Ocean University of China, Qingdao 266003, People's Republic of China
| | - Suxia Shen
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, People's Republic of China; National Engineering Research Center for Fruit and Vegetable Processing, Ministry of Science and Technology, Beijing 100083, People's Republic of China; Key Laboratory of Fruits and Vegetables Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, People's Republic of China; Beijing Key Laboratory of Food Non-Thermal Processing, Beijing 100083, People's Republic of China
| | - Zhaotian Yang
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, People's Republic of China; National Engineering Research Center for Fruit and Vegetable Processing, Ministry of Science and Technology, Beijing 100083, People's Republic of China; Key Laboratory of Fruits and Vegetables Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, People's Republic of China; Beijing Key Laboratory of Food Non-Thermal Processing, Beijing 100083, People's Republic of China
| | - Xingyu Ji
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, People's Republic of China; National Engineering Research Center for Fruit and Vegetable Processing, Ministry of Science and Technology, Beijing 100083, People's Republic of China; Key Laboratory of Fruits and Vegetables Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, People's Republic of China; Beijing Key Laboratory of Food Non-Thermal Processing, Beijing 100083, People's Republic of China
| | - Xiao Wang
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, People's Republic of China; National Engineering Research Center for Fruit and Vegetable Processing, Ministry of Science and Technology, Beijing 100083, People's Republic of China; Key Laboratory of Fruits and Vegetables Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, People's Republic of China; Beijing Key Laboratory of Food Non-Thermal Processing, Beijing 100083, People's Republic of China
| | - Xiaojun Liao
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, People's Republic of China; National Engineering Research Center for Fruit and Vegetable Processing, Ministry of Science and Technology, Beijing 100083, People's Republic of China; Key Laboratory of Fruits and Vegetables Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, People's Republic of China; Beijing Key Laboratory of Food Non-Thermal Processing, Beijing 100083, People's Republic of China
| | - Yan Zhang
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, People's Republic of China; National Engineering Research Center for Fruit and Vegetable Processing, Ministry of Science and Technology, Beijing 100083, People's Republic of China; Key Laboratory of Fruits and Vegetables Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, People's Republic of China; Beijing Key Laboratory of Food Non-Thermal Processing, Beijing 100083, People's Republic of China.
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López-Morales G, López-Páez MF, López P, Carriles R, Vilchis H. Detection of moisture ratio and carotenoid compounds in mamey ( Pouteria sapota) fruit during dehydration process using spectroscopic techniques. JOURNAL OF FOOD SCIENCE AND TECHNOLOGY 2023; 60:1952-1959. [PMID: 37206416 PMCID: PMC10188765 DOI: 10.1007/s13197-023-05728-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 01/09/2023] [Accepted: 03/09/2023] [Indexed: 05/21/2023]
Abstract
This work presents the study of the moisture ratio and carotenoid compounds in dried mamey (Pouteria sapota) using non-invasive spectroscopic techniques. The drying behavior of mamey at 64 °C by a homemade solar dryer is analyzed by fitting the experimental data to four different mathematical drying models. In addition, this result is compared with other drying techniques, namely by heat chamber with natural convection at temperatures of 50 °C and 60 °C. The results show that the Lewis model is the one that best fits the experimental moisture ratio curve of mamey. On the other hand, Near-Infrared and Terahertz spectroscopic techniques are used to estimate the moisture ratio, since water absorption is most sensitive at these frequencies. Fourier Transform Infrared-attenuated total reflectance and Raman spectroscopy are performed to detect the carotenoid compounds in dried mamey. This compound has important applications in the food industry and health benefits. To our knowledge, there are few studies on the dehydration of Pouteria sapota as well as its characterization using spectroscopic techniques for the detection of moisture ratio and carotenoid content; therefore, this study can be useful in agriculture and food sectors when detailed information about the cited parameters is needed.
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Affiliation(s)
- Guadalupe López-Morales
- Instituto de Investigación e Innovación en Energías Renovables, Universidad de Ciencias y Artes de Chiapas, Libramiento Norte 1150, 29039 Tuxtla Gutiérrez, Chiapas Mexico
| | - Maria Fernanda López-Páez
- Instituto de Investigación e Innovación en Energías Renovables, Universidad de Ciencias y Artes de Chiapas, Libramiento Norte 1150, 29039 Tuxtla Gutiérrez, Chiapas Mexico
| | - Pascual López
- Instituto de Investigación e Innovación en Energías Renovables, Universidad de Ciencias y Artes de Chiapas, Libramiento Norte 1150, 29039 Tuxtla Gutiérrez, Chiapas Mexico
| | - Ramón Carriles
- División de Fotónica, Centro de Investigaciones en Óptica, A.C., Loma del Bosque 115, 37150 León, Guanajuato Mexico
| | - Heber Vilchis
- Instituto de Investigación e Innovación en Energías Renovables, Universidad de Ciencias y Artes de Chiapas, Libramiento Norte 1150, 29039 Tuxtla Gutiérrez, Chiapas Mexico
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5
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Kupka T, Gajda T, Ochędzan-Siodłak W, Buczek A, Broda MA. On the impact of side methyl groups on the structure and vibrational properties of β-carotenoids. The case of butadiene and isoprene. Food Chem 2022; 369:130880. [PMID: 34438344 DOI: 10.1016/j.foodchem.2021.130880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 08/02/2021] [Accepted: 08/14/2021] [Indexed: 11/04/2022]
Abstract
Theoretical consideration about the impact of methyl groups on the structure and vibrational properties of β-carotenoids, using medium size molecules of trans-butadiene and trans-isoprene, are reported. Density functional theory (DFT) calculations with correlation-consistent and polarization-consistent basis sets were applied to trans-1,3-butadiene and trans-isoprene as the smallest building bricks of β-carotenoids. Their structure and harmonic vibrations were estimated in the complete basis set limit (CBS) using the non-linear least square fit. Optimized geometries and harmonic frequencies, obtained with B3LYP and BLYP density functionals and large basis sets, were favorably reproduced by a significantly faster approach, using a recently modified STO(1M)-3G Slater-type basis set. Selected density functionals with STO(1M)-3G and 6-311++G** basis sets were also successful in predicting β-carotene structures and harmonic vibrations. This work demonstrates the potential applicability of the proposed level of theory for larger molecules, including β-carotenoids, present in numerous natural food sources. The proposed scheme of molecular modeling, applied to biologically active compounds in food, could provide a deeper insight into their function in vivo, which is directly related to their structure and spectroscopic properties. It could also support the experimental qualitative analysis, based on peak assignment of β-carotenoids in various food sources.
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Affiliation(s)
- Teobald Kupka
- University of Opole, Faculty of Chemistry, 48, Oleska Street, 45-052 Opole, Poland.
| | - Tomasz Gajda
- University of Opole, Faculty of Chemistry, 48, Oleska Street, 45-052 Opole, Poland
| | | | - Aneta Buczek
- University of Opole, Faculty of Chemistry, 48, Oleska Street, 45-052 Opole, Poland
| | - Małgorzata A Broda
- University of Opole, Faculty of Chemistry, 48, Oleska Street, 45-052 Opole, Poland
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6
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Zhao X, Liang K, Zhu H. Carotenoids in Cereals and Related Foodstuffs: A Review of Extraction and Analysis Methods. FOOD REVIEWS INTERNATIONAL 2022. [DOI: 10.1080/87559129.2022.2027438] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
- Xin Zhao
- Food Monitoring and Evaluation Center, Institute of Food and Nutrition Development, Ministry of Agriculture and Rural Affairs, Beijing, China
| | - Kehong Liang
- Food Monitoring and Evaluation Center, Institute of Food and Nutrition Development, Ministry of Agriculture and Rural Affairs, Beijing, China
| | - Hong Zhu
- Food Monitoring and Evaluation Center, Institute of Food and Nutrition Development, Ministry of Agriculture and Rural Affairs, Beijing, China
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Fraga S, Domingues Nasário F, Gonçalves D, Antonio Cabral F, José Maximo G, José de Almeida Meirelles A, Jocelyne Marsaioli A, Araujo Sampaio K. Caferana seeds ( Bunchosia glandulifera) as a new source of nutrients: Evaluation of the proximal composition, solvent extraction, bioactive compounds, and δ-lactam isolation. Food Chem X 2021; 12:100161. [PMID: 34877526 PMCID: PMC8633560 DOI: 10.1016/j.fochx.2021.100161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 10/25/2021] [Accepted: 11/11/2021] [Indexed: 11/29/2022] Open
Abstract
Caferana seeds powder is a promising raw material for nutraceutical products. There were found 9 essential amino acids and high levels of protein and carbohydrates. 10 compounds were identified in the volatile profile. The lyophilized caferana seeds flour was subjected to solvent extraction. Extracts contained phenolic compounds, caffeine, and δ-lactam.
The proximal composition, amino acid, carbohydrate, and volatile profiles of caferana (Bunchosia glandulifera) seeds flour were here assessed. Seeds were also subjected to the following extraction processes: one with pressurized ethanol (PLE) and two with ethanol + supercritical CO2 mixture at different temperatures and pressures (SC1 and SC2). Extracts were characterized in terms of caffeine, total phenolic, and δ-lactam. The characterization of caferana seed and its extracts is unprecedented in terms of carbohydrate and volatiles profiles, besides the δ-lactam identification/isolation. SC2 extract exhibited a higher caffeine (9.3 mg/g) and δ-lactam (29.4 mg/g) content, whereas the PLE extract contained a higher total phenolic amount (3.0 mgGAE/g). Caferana is regionally associated to protective effects on mental health. Its byproduct (seed) revealed to be a promising source of bioactive compounds, and a potential raw material of nutritive extracts and flours that can be incorporated into pharmaceutical, nutraceutical, cosmetic, and food products.
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Key Words
- 1H-pyrrole-2,5-dione (PubChem CID10935)
- Amino acids
- Arabinose (PubChem CID66308)
- Aspartate (PubChem CID5960)
- CO2, carbon dioxide
- Caffeine
- Caffeine (PubChem CID2519)
- Carbohydrates
- EDTA, ethylenediamine tetra-acetic acid
- FTIR, Fourier transform infrared spectroscopy
- Fructose (PubChem CID2723872)
- GAE, gallic acid equivalent
- GC–MS, gas chromatography coupled to a mass spectrometry
- GRAS, generally recognized as safe
- Glutamate (PubChem CID33032)
- HPLC, high performance liquid chromatography
- HS-SPME, headspace solid phase microextraction
- Hexanal (PubChem CID6184)
- IUPAC, International Union of Pure and Applied Chemistry Extraction
- Leucine (PubChem CID6106)
- M%, moisture, in percentage
- NMR, nuclear magnetic resonance
- PLE, pressurized ethanol extraction (process 3)
- PLE, pressurized liquid extraction
- PUFAs, polyunsaturated fatty acids
- Phenolic compounds
- SC1, supercritical carbon dioxide and ethanol extraction (process 1)
- SC2, supercritical carbon dioxide and ethanol extraction (process 2)
- SFE, supercritical fluid extraction
- ScCO2, supercritical carbon dioxide
- Sorbitol (PubChem CID5780)
- Supercritical extraction
- TPC, total phenolic compounds
- VM%, volatile + moisture content, in percentage
- Volatile compounds
- δ-lactam (PubChem CID6453994)
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Affiliation(s)
- Sara Fraga
- School of Food Engineering (FEA), University of Campinas (UNICAMP), 80 Monteiro Lobato St., 13083-862 Campinas, SP, Brazil
| | - Fábio Domingues Nasário
- Institute of Chemistry (IQ), University of Campinas (UNICAMP), 126 Josué de Castro St., 13083-861 Campinas, SP, Brazil
| | - Daniel Gonçalves
- School of Food Engineering (FEA), University of Campinas (UNICAMP), 80 Monteiro Lobato St., 13083-862 Campinas, SP, Brazil
| | - Fernando Antonio Cabral
- School of Food Engineering (FEA), University of Campinas (UNICAMP), 80 Monteiro Lobato St., 13083-862 Campinas, SP, Brazil
| | - Guilherme José Maximo
- School of Food Engineering (FEA), University of Campinas (UNICAMP), 80 Monteiro Lobato St., 13083-862 Campinas, SP, Brazil
| | | | - Anita Jocelyne Marsaioli
- Institute of Chemistry (IQ), University of Campinas (UNICAMP), 126 Josué de Castro St., 13083-861 Campinas, SP, Brazil
| | - Klicia Araujo Sampaio
- School of Food Engineering (FEA), University of Campinas (UNICAMP), 80 Monteiro Lobato St., 13083-862 Campinas, SP, Brazil
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Sultanbawa Y, Smyth HE, Truong K, Chapman J, Cozzolino D. Insights on the role of chemometrics and vibrational spectroscopy in fruit metabolite analysis. FOOD CHEMISTRY. MOLECULAR SCIENCES 2021; 3:100033. [PMID: 35415666 PMCID: PMC8991517 DOI: 10.1016/j.fochms.2021.100033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Revised: 06/23/2021] [Accepted: 07/09/2021] [Indexed: 12/03/2022]
Abstract
The use of vibrational spectroscopy combined with data analytics is discussed. The measure of bioactive compounds metabolites in fruit samples is presented. Advantages and limitations of these techniques are discussed.
The last three decades have demonstrated the ability of combining data analytics (e.g. big data, machine learning) with modern analytical instrumental techniques such as vibrational spectroscopy (VIBSPEC) (e.g. NIR, Raman, MIR) and sensing technologies (e.g. electronic noses and tongues, colorimetric sensors) to analyse, measure and monitor a wide range of properties and samples. Developments in instrumentation, hardware and software have placed VIBSPEC as a useful tool to quantify several bioactive compounds and metabolites in a wide range of fruit and plant samples. With the incorporation of hand-held and portable instrumentation, these techniques have been valuable for the development of in-field and high throughput applications, opened new frontiers of analysis in fruits and plants. This review will present and discuss some of the current applications on the use of VIBSPEC techniques combined with data analytics on the measurement bioactive compounds and plant metabolites in different fruit samples.
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Affiliation(s)
- Y Sultanbawa
- ARC Industrial Transformation Training Centre for Uniquely Australian Foods, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Coopers Plains, QLD 4108, Australia.,Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation (QAAFI), The University of Queensland, Brisbane, Queensland 4072, Australia
| | - H E Smyth
- ARC Industrial Transformation Training Centre for Uniquely Australian Foods, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Coopers Plains, QLD 4108, Australia
| | - K Truong
- Nanobiotechnology Laboratory, School of Science, College of Science, Engineering and Health, RMIT University, Melbourne, VIC 3001, Australia
| | - J Chapman
- Nanobiotechnology Laboratory, School of Science, College of Science, Engineering and Health, RMIT University, Melbourne, VIC 3001, Australia
| | - D Cozzolino
- ARC Industrial Transformation Training Centre for Uniquely Australian Foods, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Coopers Plains, QLD 4108, Australia
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9
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Ren Y, Lin X, Lei T, Sun DW. Recent developments in vibrational spectral analyses for dynamically assessing and monitoring food dehydration processes. Crit Rev Food Sci Nutr 2021; 62:4267-4293. [PMID: 34275402 DOI: 10.1080/10408398.2021.1947773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Dehydration is one of the most widely used food processing techniques, which is sophisticated in nature. Rapid and accurate prediction of dehydration performance and its effects on product quality is still a difficult task. Traditional analytical methods for evaluating food dehydration processes are laborious, time-consuming and destructive, and they are not suitable for online applications. On the other hand, vibrational spectral techniques coupled with chemometrics have emerged as a rapid and noninvasive tool with excellent potential for online evaluation and control of the dehydration process to improve final dried food quality. In the current review, the fundamental of food dehydration and five types of vibrational spectral techniques, and spectral data processing methods are introduced. Critical overtones bands related to dehydration attributes in the near-infrared (NIR) region and the state-of-the-art applications of vibrational spectral analyses in evaluating food quality attributes as affected by dehydration processes are summarized. Research investigations since 2010 on using vibrational spectral technologies combined with chemometrics to continuously monitor food quality attributes during dehydration processes are also covered in this review.
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Affiliation(s)
- Yuqiao Ren
- Food Refrigeration and Computerized Food Technology (FRCFT), School of Biosystems and Food Engineering, Agriculture & Food Science Centre, University College Dublin (UCD), National University of Ireland, Belfield, Dublin 4, Ireland
| | - Xiaohui Lin
- Food Refrigeration and Computerized Food Technology (FRCFT), School of Biosystems and Food Engineering, Agriculture & Food Science Centre, University College Dublin (UCD), National University of Ireland, Belfield, Dublin 4, Ireland
| | - Tong Lei
- Food Refrigeration and Computerized Food Technology (FRCFT), School of Biosystems and Food Engineering, Agriculture & Food Science Centre, University College Dublin (UCD), National University of Ireland, Belfield, Dublin 4, Ireland
| | - Da-Wen Sun
- Food Refrigeration and Computerized Food Technology (FRCFT), School of Biosystems and Food Engineering, Agriculture & Food Science Centre, University College Dublin (UCD), National University of Ireland, Belfield, Dublin 4, Ireland
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10
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Sharma S, Baran C, Tripathi A, Awasthi A, Jaiswal A, Uttam R, Bharti AS, Singh R, Uttam KN. Phytochemical Screening of the Different Cultivars of Ixora Flowers by Non-Destructive, Label-Free, and Rapid Spectroscopic Techniques. ANAL LETT 2020. [DOI: 10.1080/00032719.2020.1855440] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Sweta Sharma
- Department of Applied Science and Humanities, Faculty of Engineering and Technology, Khwaja Moinuddin Chishti Language University, Lucknow, India
- Saha’s Spectroscopy Laboratory, Department of Physics, University of Allahabad, Allahabad, India
| | - Chhavi Baran
- Centre for Environmental Science, IIDS, University of Allahabad, Allahabad, India
| | - Aradhana Tripathi
- Saha’s Spectroscopy Laboratory, Department of Physics, University of Allahabad, Allahabad, India
| | - Aishwary Awasthi
- Saha’s Spectroscopy Laboratory, Department of Physics, University of Allahabad, Allahabad, India
| | - Aarti Jaiswal
- Centre for Material Science, IIDS, University of Allahabad, Allahabad, India
| | - Rahul Uttam
- Centre for Material Science, IIDS, University of Allahabad, Allahabad, India
| | - Abhi Sarika Bharti
- Saha’s Spectroscopy Laboratory, Department of Physics, University of Allahabad, Allahabad, India
| | - Renu Singh
- School of Basic and Applied Sciences, G D Goenka University, Gurugram, Haryana, India
| | - K. N. Uttam
- Saha’s Spectroscopy Laboratory, Department of Physics, University of Allahabad, Allahabad, India
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