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Filipa-Silva A, Castro R, Rebelo M, Mota MJ, Almeida A, Valente LMP, Gomes S. Enhancing the authenticity of animal by-products: harmonization of DNA extraction methods from novel ingredients. Front Chem 2024; 12:1350433. [PMID: 38444734 PMCID: PMC10912508 DOI: 10.3389/fchem.2024.1350433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 01/25/2024] [Indexed: 03/07/2024] Open
Abstract
Introduction: The increasing global pressure to explore alternative protein sources derived from animal by-products has opened-up opportunities, but it has also created the need to assess their compliance with labelling statements, to ensure consumer's trust in the composition of both feed and food products. Assessing the authenticity of highly processed animal by-products, particularly within the rapidly expanding Halal food market, presents a significant challenge due to the lack of robust and standardized methodologies. However, the success of DNA based authenticity system is highly dependent on the extracted DNA quantity, quality, and purity ratios from heterogeneous matrices. Material and methods: In this work, nine DNA extraction methods were tested on selected processed animal by-products with high-value and interest for the feed industry: meals from poultry meat, blood and feather, and hydrolysates from swine meat and bone, fish, and black soldier fly. The proposed DNA extraction methods are developed to specifically target swine-specific mitochondrial region, as a case study. Results and discussion: Both the conventional CTAB method and the commercial kits, specifically Invisorb® Spin Tissue Mini and NucleoSpin™ Food, demonstrated superior extraction efficiency and quality ratios. Nevertheless, commercial kits enabled faster detection in comparison to the conventional methods. The absence of swine DNA was successfully validated and confirmed in all animal meals and hydrolysates that did not contain swine in their composition beforehand, demonstrating their compliance with the Halal market requirements.
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Affiliation(s)
- Andreia Filipa-Silva
- CIIMAR/CIMAR-LA, Centro Interdisciplinar de Investigação Marinha e Ambiental, Universidade do Porto, Matosinhos, Portugal
| | - Raquel Castro
- CIIMAR/CIMAR-LA, Centro Interdisciplinar de Investigação Marinha e Ambiental, Universidade do Porto, Matosinhos, Portugal
- ICBAS, Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, Porto, Portugal
| | - Mariana Rebelo
- CIIMAR/CIMAR-LA, Centro Interdisciplinar de Investigação Marinha e Ambiental, Universidade do Porto, Matosinhos, Portugal
- ICBAS, Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, Porto, Portugal
| | - Maria J. Mota
- SORGAL, Sociedade de Óleos e Rações, S.A., São João de Ovar, Portugal
- SAVINOR - Sociedade Avícola do Norte S.A., Trofa, Portugal
| | - André Almeida
- SEBOL, Comércio e Indústria do Sebo, S.A., Loures, Portugal
- ITS, Indústria Transformadora de Subprodutos, S.A., Coruche, Portugal
| | - Luísa M. P. Valente
- CIIMAR/CIMAR-LA, Centro Interdisciplinar de Investigação Marinha e Ambiental, Universidade do Porto, Matosinhos, Portugal
- ICBAS, Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, Porto, Portugal
| | - Sónia Gomes
- CIIMAR/CIMAR-LA, Centro Interdisciplinar de Investigação Marinha e Ambiental, Universidade do Porto, Matosinhos, Portugal
- ICBAS, Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, Porto, Portugal
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Ramachandran K, Daoudi K, Kacem HH, Columbus S, Benaoum H, Gaidi M. Rapid and ultra-sensitive detection of pork DNA with surface enhanced Raman spectroscopy for onsite food quality inspection. SENSING AND BIO-SENSING RESEARCH 2022. [DOI: 10.1016/j.sbsr.2022.100524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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Harlina PW, Maritha V, Musfiroh I, Huda S, Sukri N, Muchtaridi M. Possibilities of Liquid Chromatography Mass Spectrometry
(LC-MS)-Based Metabolomics and Lipidomics in the Authentication of Meat
Products: A Mini Review. Food Sci Anim Resour 2022; 42:744-761. [PMID: 36133639 PMCID: PMC9478982 DOI: 10.5851/kosfa.2022.e37] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 07/20/2022] [Accepted: 07/20/2022] [Indexed: 11/06/2022] Open
Affiliation(s)
- Putri Widyanti Harlina
- Department of Food Industrial Technology,
Faculty of Agro-Industrial Technology, Universitas
Padjadjaran, Bandung 45363, Indonesia
- Corresponding author: Putri
Widyanti Harlina, Department of Food Industrial Technology, Faculty of
Agro-Industrial Technology, Universitas Padjadjaran, Bandung 45363, Indonesia,
Tel: +62-22-7798844, E-mail:
| | - Vevi Maritha
- Department of Pharmaceutical Analysis and
Medicinal Chemistry, Faculty of Pharmacy, Universitas
Padjadjaran, Bandung 45363, Indonesia
| | - Ida Musfiroh
- Department of Pharmaceutical Analysis and
Medicinal Chemistry, Faculty of Pharmacy, Universitas
Padjadjaran, Bandung 45363, Indonesia
| | - Syamsul Huda
- Department of Food Industrial Technology,
Faculty of Agro-Industrial Technology, Universitas
Padjadjaran, Bandung 45363, Indonesia
| | - Nandi Sukri
- Department of Food Industrial Technology,
Faculty of Agro-Industrial Technology, Universitas
Padjadjaran, Bandung 45363, Indonesia
| | - Muchtaridi Muchtaridi
- Department of Pharmaceutical Analysis and
Medicinal Chemistry, Faculty of Pharmacy, Universitas
Padjadjaran, Bandung 45363, Indonesia
- Corresponding author:
Muchtaridi Muchtaridi, Department of Pharmaceutical Analysis and Medicinal
Chemistry, Faculty of Pharmacy, Universitas Padjadjaran, Bandung 45363,
Indonesia, Tel: +62-22-8784288888 (ext. 3210), E-mail:
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Harrison MT, Cullen BR, Mayberry DE, Cowie AL, Bilotto F, Badgery WB, Liu K, Davison T, Christie KM, Muleke A, Eckard RJ. Carbon myopia: The urgent need for integrated social, economic and environmental action in the livestock sector. GLOBAL CHANGE BIOLOGY 2021; 27:5726-5761. [PMID: 34314548 PMCID: PMC9290661 DOI: 10.1111/gcb.15816] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 07/18/2021] [Accepted: 07/20/2021] [Indexed: 05/24/2023]
Abstract
Livestock have long been integral to food production systems, often not by choice but by need. While our knowledge of livestock greenhouse gas (GHG) emissions mitigation has evolved, the prevailing focus has been-somewhat myopically-on technology applications associated with mitigation. Here, we (1) examine the global distribution of livestock GHG emissions, (2) explore social, economic and environmental co-benefits and trade-offs associated with mitigation interventions and (3) critique approaches for quantifying GHG emissions. This review uncovered many insights. First, while GHG emissions from ruminant livestock are greatest in low- and middle-income countries (LMIC; globally, 66% of emissions are produced by Latin America and the Caribbean, East and southeast Asia and south Asia), the majority of mitigation strategies are designed for developed countries. This serious concern is heightened by the fact that 80% of growth in global meat production over the next decade will occur in LMIC. Second, few studies concurrently assess social, economic and environmental aspects of mitigation. Of the 54 interventions reviewed, only 16 had triple-bottom line benefit with medium-high mitigation potential. Third, while efforts designed to stimulate the adoption of strategies allowing both emissions reduction (ER) and carbon sequestration (CS) would achieve the greatest net emissions mitigation, CS measures have greater potential mitigation and co-benefits. The scientific community must shift attention away from the prevailing myopic lens on carbon, towards more holistic, systems-based, multi-metric approaches that carefully consider the raison d'être for livestock systems. Consequential life cycle assessments and systems-aligned 'socio-economic planetary boundaries' offer useful starting points that may uncover leverage points and cross-scale emergent properties. The derivation of harmonized, globally reconciled sustainability metrics requires iterative dialogue between stakeholders at all levels. Greater emphasis on the simultaneous characterization of multiple sustainability dimensions would help avoid situations where progress made in one area causes maladaptive outcomes in other areas.
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Affiliation(s)
| | - Brendan Richard Cullen
- Faculty of Veterinary and Agricultural SciencesUniversity of MelbourneParkvilleVic.Australia
| | | | - Annette Louise Cowie
- NSW Department of Primary Industries/University of New EnglandArmidaleNSWAustralia
| | - Franco Bilotto
- Tasmanian Institute of AgricultureUniversity of TasmaniaBurnieTASAustralia
| | | | - Ke Liu
- Hubei Collaborative Innovation Centre for Grain Industry/School of AgricultureYangtze UniversityJingzhouChina
| | - Thomas Davison
- Livestock Productivity PartnershipUniversity of New EnglandArmidaleAustralia
| | | | - Albert Muleke
- Tasmanian Institute of AgricultureUniversity of TasmaniaBurnieTASAustralia
| | - Richard John Eckard
- Faculty of Veterinary and Agricultural SciencesUniversity of MelbourneParkvilleVic.Australia
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Siddiqui MA, Khir MHM, Witjaksono G, Ghumman ASM, Junaid M, Magsi SA, Saboor A. Multivariate Analysis Coupled with M-SVM Classification for Lard Adulteration Detection in Meat Mixtures of Beef, Lamb, and Chicken Using FTIR Spectroscopy. Foods 2021; 10:foods10102405. [PMID: 34681455 PMCID: PMC8535455 DOI: 10.3390/foods10102405] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 09/20/2021] [Accepted: 09/21/2021] [Indexed: 11/16/2022] Open
Abstract
Adulteration of meat products is a delicate issue for people around the globe. The mixing of lard in meat causes a significant problem for end users who are sensitive to halal meat consumption. Due to the highly similar lipid profiles of meat species, the identification of adulteration becomes more difficult. Therefore, a comprehensive spectral detailing of meat species is required, which can boost the adulteration detection process. The experiment was conducted by distributing samples labeled as "Pure (80 samples)" and "Adulterated (90 samples)". Lard was mixed with the ratio of 10-50% v/v with beef, lamb, and chicken samples to obtain adulterated samples. Functional groups were discovered for pure pork, and two regions of difference (RoD) at wavenumbers 1700-1800 cm-1 and 2800-3000 cm-1 were identified using absorbance values from the FTIR spectrum for all samples. The principal component analysis (PCA) described the studied adulteration using three principal components with an explained variance of 97.31%. The multiclass support vector machine (M-SVM) was trained to identify the sample class values as pure and adulterated clusters. The acquired overall classification accuracy for a cluster of pure samples was 81.25%, whereas when the adulteration ratio was above 10%, 71.21% overall accuracy was achieved for a group of adulterated samples. Beef and lamb samples for both adulterated and pure classes had the highest classification accuracy value of 85%, whereas chicken had the lowest value of 78% for each category. This paper introduces a comprehensive spectrum analysis for pure and adulterated samples of beef, chicken, lamb, and lard. Moreover, we present a rapid M-SVM model for an accurate classification of lard adulteration in different samples despite its low-level presence.
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Affiliation(s)
- Muhammad Aadil Siddiqui
- Department of Electrical and Electronic Engineering, Universiti Teknologi Petronas, Seri Iskandar 32610, Malaysia; (M.H.M.K.); (S.A.M.)
- Correspondence:
| | - Mohd Haris Md Khir
- Department of Electrical and Electronic Engineering, Universiti Teknologi Petronas, Seri Iskandar 32610, Malaysia; (M.H.M.K.); (S.A.M.)
| | - Gunawan Witjaksono
- BRI Research Institute, Jl. Harsono RM No. 2, Ragunan, Passsar Minggu, Jakarta 12550, Indonesia;
| | | | - Muhammad Junaid
- Department of Electronics Engineering, FICT, BUITEMS, Quetta 87300, Pakistan;
| | - Saeed Ahmed Magsi
- Department of Electrical and Electronic Engineering, Universiti Teknologi Petronas, Seri Iskandar 32610, Malaysia; (M.H.M.K.); (S.A.M.)
| | - Abdul Saboor
- High Performance Cloud Computing Centre (HPC), Universiti Teknologi Petronas, Seri Iskandar 32610, Malaysia;
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6
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The employment of analytical techniques and chemometrics for authentication of fish oils: A review. Food Control 2021. [DOI: 10.1016/j.foodcont.2021.107864] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
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8
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Comprehensive Review on Application of FTIR Spectroscopy Coupled with Chemometrics for Authentication Analysis of Fats and Oils in the Food Products. Molecules 2020; 25:molecules25225485. [PMID: 33238638 PMCID: PMC7700317 DOI: 10.3390/molecules25225485] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Revised: 11/18/2020] [Accepted: 11/20/2020] [Indexed: 11/16/2022] Open
Abstract
Currently, the authentication analysis of edible fats and oils is an emerging issue not only by producers but also by food industries, regulators, and consumers. The adulteration of high quality and expensive edible fats and oils as well as food products containing fats and oils with lower ones are typically motivated by economic reasons. Some analytical methods have been used for authentication analysis of food products, but some of them are complex in sampling preparation and involving sophisticated instruments. Therefore, simple and reliable methods are proposed and developed for these authentication purposes. This review highlighted the comprehensive reports on the application of infrared spectroscopy combined with chemometrics for authentication of fats and oils. New findings of this review included (1) FTIR spectroscopy combined with chemometrics, which has been used to authenticate fats and oils; (2) due to as fingerprint analytical tools, FTIR spectra have emerged as the most reported analytical techniques applied for authentication analysis of fats and oils; (3) the use of chemometrics as analytical data treatment is a must to extract the information from FTIR spectra to be understandable data. Next, the combination of FTIR spectroscopy with chemometrics must be proposed, developed, and standardized for authentication and assuring the quality of fats and oils.
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Safety, Quality and Analytical Authentication of ḥalāl Meat Products, with Particular Emphasis on Salami: A Review. Foods 2020; 9:foods9081111. [PMID: 32823523 PMCID: PMC7466354 DOI: 10.3390/foods9081111] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 08/05/2020] [Accepted: 08/07/2020] [Indexed: 02/07/2023] Open
Abstract
Only some animal species could be transformed into ḥalāl salami and the raw meat must be obtained from ritually slaughtered animals. Several scientific studies have been conducted on ritual slaughtering practices and manufacturing of meat products for Jewish and Muslim religious communities; furthermore, many projects have been funded by the European Community on this topic. The authenticity and traceability of meat is one of the priorities of ḥalāl food certification systems. The pig matrix (meat and/or lard) may be fraudulently present in ḥalāl processed meat, as well as salami, for both economic and technological purposes; in fact, the use of these raw materials reflects the easier availability and their lower cost; furthermore, it allows manufacturers to obtain final products with better quality (sensory properties) and stability (especially with respect to oxidative reactions). The aim of this review is to discuss the qualitative and technological aspects of ḥalāl raw meat for dry fermented sausages (salami); moreover, this study focuses on the most recent studies carried out on the certification system and on the analytical methods performed in order to solve problems such as fraud and adulteration of ḥalāl salami and other halal meat foods.
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10
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Review on analytical methods for analysis of porcine gelatine in food and pharmaceutical products for halal authentication. Trends Food Sci Technol 2020. [DOI: 10.1016/j.tifs.2020.05.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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11
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Rohman A, Irnawati, Erwanto Y, Lukitaningsih E, Rafi M, Fadzilah NA, Windarsih A, Sulaiman A, Zakaria Z. Virgin Coconut Oil: Extraction, Physicochemical Properties, Biological Activities and Its Authentication Analysis. FOOD REVIEWS INTERNATIONAL 2019. [DOI: 10.1080/87559129.2019.1687515] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Abdul Rohman
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta, Indonesia
- University of Malaya Halal Research Centre (UMHRC), Universiti Malaya, Kuala Lumpur, Malaysia
| | - Irnawati
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Yuny Erwanto
- Institute for Halal Industry and Systems, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Endang Lukitaningsih
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Muhamad Rafi
- Institute for Halal Industry and Systems, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | | | - Anjar Windarsih
- Research Division for Natural Product Technology, Indonesian Institute of Sciences (LIPI), Yogyakarta, Indonesia
| | - Ainin Sulaiman
- University of Malaya Halal Research Centre (UMHRC), Universiti Malaya, Kuala Lumpur, Malaysia
| | - Zalina Zakaria
- University of Malaya Halal Research Centre (UMHRC), Universiti Malaya, Kuala Lumpur, Malaysia
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12
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Guntarti A, Ahda M, Sunengsih N. Identification of lard on grilled beef sausage product and steamed beef sausage product using fourier transform infrared (FTIR) spectroscopy with chemometric combination. POTRAVINARSTVO 2019. [DOI: 10.5219/1162] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Many issues are spreading about the use of lard in food, one of it is sausage. Sausage is one of the processed foods which are prone of containing pork. In Indonesia, grilled and steamed sausages are popular for children and adults. One of the method which is developed to analyze fat in grilled and steamed sausage products was FTIR spectrophotometry combined with chemometrics. This research aims to develop an analysis method using FTIR spectrophotometry combined with chemometrics to analyze lard content in grilled and steamed beef sausage. Reference sausage made from a mixture of pork and beef. This research was designed by making each 7 concentrations variants of pork and steamed sausage samples (100%, 75%, 65%, 50%, 35%, 25% and 0%). Five samples from market were taken from various beef sausage traders. The fat extraction used n-hexane solvent at the temperature of 70 °C for 5 hours. The extracted fat was analyzed by FTIR spectrophotometry combined with chemometrics. The results of spectrum were analyzed using Horizon MBTM to obtain optimum wave number of steamed sausages in the range of 1000 – 791 cm-1 and grilled sausages in the range of1070 – 796 cm-1. The analysis of steamed sausage with Partial Least Square (PLS) is obtained the equation y = 0.9977x + 0.1166; and the value of R2 0.9977; RMSEC 1.22%; RMSEP 0.22%; and RMSECV 1.26%. The PLS analysis of grilled sausage is obtained the equation y = 0.9972x + 0.1379; and the value of R2 0.9972; RMSEC 1.27%; RMSEP 0.42%; and RMSECV 0.18%. The conclusion of this research is that the FTIR method combined with chemometrics is the proper method for analyzing fat in sausages. The analysis result using Principle Component Analysis (PCA) was obtained from 3 of 5 samples in the market which had the similar physicochemical properties of lard sausage.
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Nhari RR, Hanish I, Mokhtar NK, Hamid M, El Sheikha A. Authentication approach using enzyme-linked immunosorbent assay for detection of porcine substances. QUALITY ASSURANCE AND SAFETY OF CROPS & FOODS 2019. [DOI: 10.3920/qas2018.1415] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- R.M.H. Raja Nhari
- Laboratory of Halal Science Research, Halal Products Research Institute, Putra Infoport, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor Darul Ehsan, Malaysia
| | - I. Hanish
- Department of Microbiology, Faculty of Biotechnology and Biomolecular Sciences, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor Darul Ehsan, Malaysia
| | - N.F. Khairil Mokhtar
- Laboratory of Halal Science Research, Halal Products Research Institute, Putra Infoport, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor Darul Ehsan, Malaysia
| | - M. Hamid
- Department of Microbiology, Faculty of Biotechnology and Biomolecular Sciences, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor Darul Ehsan, Malaysia
| | - A.F. El Sheikha
- Jiangxi Agricultural University, 1101 Zhimin Road, Nanchang 330045, China
- Bioengineering and Technological Research Centre for Edible and Medicinal Fungi, Jiangxi Agricultural University, 1101 Zhimin Road, Nanchang 330045, China
- Jiangxi Key Laboratory for Conservation and Utilization of Fungal Resources, Jiangxi Agricultural University, 1101 Zhimin Road, Nanchang 330045, China
- Department of Biology, McMaster University, 1280 Main St. West, Hamilton, Ontario, L8S 4K1, Canada
- Department of Food Science and Technology, Faculty of Agriculture, Minufiya University, 32511 Shibin El Kom, Minufiya Government, Egypt
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Abstract
The demand for halal cosmetic products among the 2.4 billion Muslim consumers worldwide is increasing. However, the demand for halal cosmetics remains unmet because cosmetics production is dominated by non-halal cosmetic manufacturers, whose production methods may not conform with the requirements of halal science. The development of halal cosmetics and the assessment of their product performance is still in its infancy. The integration of halal science in the manufacture of most cosmetic products remains inadequate. Moreover, there is a global dearth of guiding documents on the development and assessment techniques in the production of comprehensively halal cosmetics. This paper aims to abridge existing literature and knowledge of halal and cosmetic science in order to provide essential technical guidance in the manufacture of halal cosmetics. In addition, the adoption of these methods addresses the unique ethical issues associated with conformance of cosmetics’ product performance to religious practices and halal science. It highlights the applicability of established methods in skin science in the assessment of halal cosmetics.
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Hassan N, Ahmad T, Zain NM. Chemical and Chemometric Methods for Halal Authentication of Gelatin: An Overview. J Food Sci 2018; 83:2903-2911. [PMID: 30440088 DOI: 10.1111/1750-3841.14370] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Revised: 08/21/2018] [Accepted: 09/13/2018] [Indexed: 11/30/2022]
Abstract
The issue of food authenticity has become a concern among religious adherents, particularly Muslims, due to the possible presence of nonhalal ingredients in foods as well as other commercial products. One of the nonhalal ingredients that commonly found in food and pharmaceutical products is gelatin which extracted from porcine source. Bovine and fish gelatin are also becoming the main commercial sources of gelatin. However, unclear information and labeling regarding the actual sources of gelatin in food and pharmaceutical products have become the main concern in halal authenticity issue since porcine consumption is prohibited for Muslims. Hence, numerous analytical methods involving chemical and chemometric analysis have been developed to identify the sources of gelatin. Chemical analysis techniques such as biochemical, chromatography, electrophoretic, and spectroscopic are usually combined with chemometric and mathematical methods such as principal component analysis, cluster, discriminant, and Fourier transform analysis for the gelatin classification. A sample result from Fourier transform infrared spectroscopy analysis, which combines Fourier transform and spectroscopic technique, is included in this paper. This paper presents an overview of chemical and chemometric methods involved in identification of different types of gelatin, which is important for halal authentication purposes.
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Affiliation(s)
- Nurfarhana Hassan
- Dept. of Mathematical Sciences, Faculty of Science, Univ. Teknologi Malaysia, Johor, 81310 Skudai, Malaysia
| | - Tahir Ahmad
- Dept. of Mathematical Sciences, Faculty of Science, Univ. Teknologi Malaysia, Johor, 81310 Skudai, Malaysia.,Centre for Sustainable Nanomaterials, Ibnu Sina Inst. for Scientific and Industrial Research, Univ. Teknologi Malaysia, Johor, 81310 Skudai, Malaysia
| | - Norhidayu Muhamad Zain
- Centre for Sustainable Nanomaterials, Ibnu Sina Inst. for Scientific and Industrial Research, Univ. Teknologi Malaysia, Johor, 81310 Skudai, Malaysia.,Faculty of Islamic Civilization, Univ. Teknologi Malaysia, Johor, 81310 Skudai, Malaysia
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16
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Acierno V, Alewijn M, Zomer P, van Ruth SM. Making cocoa origin traceable: Fingerprints of chocolates using Flow Infusion - Electro Spray Ionization - Mass Spectrometry. Food Control 2018. [DOI: 10.1016/j.foodcont.2017.10.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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17
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Lee JY, Park JH, Mun H, Shim WB, Lim SH, Kim MG. Quantitative analysis of lard in animal fat mixture using visible Raman spectroscopy. Food Chem 2018; 254:109-114. [PMID: 29548429 DOI: 10.1016/j.foodchem.2018.01.185] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Revised: 01/29/2018] [Accepted: 01/30/2018] [Indexed: 01/25/2023]
Abstract
Food adulteration is a serious issue that requires verification and strict management due to healthcare, morality, and social value problems. In the context of fat, food manufacturers blend lard with vegetable oils or animal fats for convenience and gaining economic benefits. Thus, we herein report the classification of 4 animal fats, e.g., beef tallow, pork lard, chicken fat, duck oil, using Raman spectroscopy combined with simple calculation of intensity ratios of Raman signal at vibrational modes corresponding to unsaturated fatty acids and total fatty acids. Various calculated values of the species were compared to find a feature that is able to classify each fats using Raman peak ratio. As a result, we suggested "Oil gauge (OG)" as a standard feature for classification of the fats in Raman analysis field. Furthermore, a quantification of the lard in other fat was accomplished with good linear correlation using the OG values.
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Affiliation(s)
- Ju-Yong Lee
- Department of Chemistry, School of Physics and Chemistry, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea.
| | - Jin-Ho Park
- Advanced Photonics Research Institute, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea.
| | - Hyoyoung Mun
- Department of Chemistry, School of Physics and Chemistry, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea.
| | - Won-Bo Shim
- Department of Food Science and Technology, Gyeongsang National University, Jinju 52727, Republic of Korea.
| | - Sang-Hyun Lim
- Department of Chemistry, School of Physics and Chemistry, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea.
| | - Min-Gon Kim
- Department of Chemistry, School of Physics and Chemistry, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea.
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18
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Abd El-Hack ME, Khan MMH, Hasan M, Salwani MS. Protein-based techniques for halal authentication. PREPARATION AND PROCESSING OF RELIGIOUS AND CULTURAL FOODS 2018:379-391. [DOI: 10.1016/b978-0-08-101892-7.00020-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
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Evaluation of Catalytic Effects of Chymotrypsin and Cu 2+ for Development of UV-Spectroscopic Method for Gelatin-Source Differentiation. INTERNATIONAL JOURNAL OF FOOD SCIENCE 2017; 2017:2576394. [PMID: 29119103 PMCID: PMC5651151 DOI: 10.1155/2017/2576394] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/24/2017] [Revised: 07/24/2017] [Accepted: 09/07/2017] [Indexed: 11/23/2022]
Abstract
The consumers interest in gelatin authentication is high due to allergic reactions and adoption of Halal and Kosher eating cultures. This research investigated browning development due to enzymatic hydrolysis and presence of Cu2+ during Maillard reaction of fish, porcine, and bovine gelatin. The rate of browning index samples showed two phases—rapid and slow—for all the gelatin samples and changes in browning index (ΔBindex) were increased (>100%) in presence of Cu2+. ΔBindex of enzymatic hydrolysates were different among the gelatin species. Fish gelatin hydrolyzate displayed > 400% increase in browning in the first six hours compared to gelatin hydrolyzates from porcine (200%) and bovine (140%). The variation in ΔBindex of chymotrypsin digested gelatin in presence of Cu2+ could be valuable for the development of an efficient UV-spectroscopic method for gelatin differentiation.
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Ali E, Sultana S, Hamid SBA, Hossain M, Yehya WA, Kader A, Bhargava SK. Gelatin controversies in food, pharmaceuticals, and personal care products: Authentication methods, current status, and future challenges. Crit Rev Food Sci Nutr 2017; 58:1495-1511. [PMID: 28033035 DOI: 10.1080/10408398.2016.1264361] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Gelatin is a highly purified animal protein of pig, cow, and fish origins and is extensively used in food, pharmaceuticals, and personal care products. However, the acceptability of gelatin products greatly depends on the animal sources of the gelatin. Porcine and bovine gelatins have attractive features but limited acceptance because of religious prohibitions and potential zoonotic threats, whereas fish gelatin is welcomed in all religions and cultures. Thus, source authentication is a must for gelatin products but it is greatly challenging due to the breakdown of both protein and DNA biomarkers in processed gelatins. Therefore, several methods have been proposed for gelatin identification, but a comprehensive and systematic document that includes all of the techniques does not exist. This up-to-date review addresses this research gap and presents, in an accessible format, the major gelatin source authentication techniques, which are primarily nucleic acid and protein based. Instead of presenting these methods in paragraph form which needs much attention in reading, the major methods are schematically depicted, and their comparative features are tabulated. Future technologies are forecasted, and challenges are outlined. Overall, this review paper has the merit to serve as a reference guide for the production and application of gelatin in academia and industry and will act as a platform for the development of improved methods for gelatin authentication.
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Affiliation(s)
- Eaqub Ali
- a Nanotechnology and Catalysis Research Centre (NANOCAT) , University of Malaya , Kuala Lumpur , Malaysia.,b Centre for Research in Biotechnology for Agriculture (CEBAR) , University of Malaya , Kuala Lumpur , Malaysia
| | - Sharmin Sultana
- a Nanotechnology and Catalysis Research Centre (NANOCAT) , University of Malaya , Kuala Lumpur , Malaysia
| | - Sharifah Bee Abd Hamid
- a Nanotechnology and Catalysis Research Centre (NANOCAT) , University of Malaya , Kuala Lumpur , Malaysia
| | - Motalib Hossain
- a Nanotechnology and Catalysis Research Centre (NANOCAT) , University of Malaya , Kuala Lumpur , Malaysia
| | - Wageeh A Yehya
- a Nanotechnology and Catalysis Research Centre (NANOCAT) , University of Malaya , Kuala Lumpur , Malaysia
| | - Abdul Kader
- c School of Aquaculture and Fisheries , University of Malaysia Terrenganu , Kuala Terrenganu , Terrenganu , Malaysia
| | - Suresh K Bhargava
- d College of Science, Engineering and Health , RMIT University , Melbourne , VIC , Australia
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Gliszczyńska-Świgło A, Chmielewski J. Electronic Nose as a Tool for Monitoring the Authenticity of Food. A Review. FOOD ANAL METHOD 2016. [DOI: 10.1007/s12161-016-0739-4] [Citation(s) in RCA: 107] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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22
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From market to food plate: Current trusted technology and innovations in halal food analysis. Trends Food Sci Technol 2016. [DOI: 10.1016/j.tifs.2016.10.024] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Rohman A, Himawati A, Triyana K, Sismindari, Fatimah S. Identification of pork in beef meatballs using Fourier transform infrared spectrophotometry and real-time polymerase chain reaction. INTERNATIONAL JOURNAL OF FOOD PROPERTIES 2016. [DOI: 10.1080/10942912.2016.1174940] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Abdul Rohman
- Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta, Indonesia
- Research Center of Halal Products, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Arini Himawati
- Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta, Indonesia
- Regional Agency of Drugs and Food Controller in Semarang, Central Java, Indonesia
| | - Kuwat Triyana
- Research Center of Halal Products, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Sismindari
- Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta, Indonesia
- Research Center of Halal Products, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Siti Fatimah
- Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta, Indonesia
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Application of mid-infrared spectroscopy and PLS-Kernel calibration for quick detection of pork in higher value meat mixes. JOURNAL OF FOOD MEASUREMENT AND CHARACTERIZATION 2016. [DOI: 10.1007/s11694-016-9402-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Sudjadi, Wardani HS, Sepminarti T, Rohman A. Analysis of Porcine Gelatin DNA in a Commercial Capsule Shell Using Real-Time Polymerase Chain Reaction for Halal Authentication. INTERNATIONAL JOURNAL OF FOOD PROPERTIES 2016. [DOI: 10.1080/10942912.2015.1110164] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- Sudjadi
- Faculty of Pharmacy, Gadjah Mada University, Yogyakarta, Indonesia
- Research Center of Halal Products, Gadjah Mada University, Yogyakarta, Indonesia
| | | | | | - Abdul Rohman
- Faculty of Pharmacy, Gadjah Mada University, Yogyakarta, Indonesia
- Research Center of Halal Products, Gadjah Mada University, Yogyakarta, Indonesia
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26
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Guntarti A, Martono S, Yuswanto A, Rohman A. FTIR Spectroscopy in Combination with Chemometrics for Analysis of Wild Boar Meat in Meatball Formulation. ACTA ACUST UNITED AC 2015. [DOI: 10.3923/ajb.2015.165.172] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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27
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Maryam S, Sismindari, Raharjo TJ, Sudjadi, Rohman A. Determination of Porcine Contamination in Laboratory PrepareddendengUsing Mitochondrial D-Loop686 andcyt bGene Primers by Real Time Polymerase Chain Reaction. INTERNATIONAL JOURNAL OF FOOD PROPERTIES 2015. [DOI: 10.1080/10942912.2015.1020434] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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28
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Rahmania H, Sudjadi, Rohman A. The employment of FTIR spectroscopy in combination with chemometrics for analysis of rat meat in meatball formulation. Meat Sci 2015; 100:301-5. [DOI: 10.1016/j.meatsci.2014.10.028] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2014] [Revised: 10/03/2014] [Accepted: 10/25/2014] [Indexed: 11/29/2022]
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29
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Boyaci IH, Temiz HT, Geniş HE, Acar Soykut E, Yazgan NN, Güven B, Uysal RS, Bozkurt AG, İlaslan K, Torun O, Dudak Şeker FC. Dispersive and FT-Raman spectroscopic methods in food analysis. RSC Adv 2015. [DOI: 10.1039/c4ra12463d] [Citation(s) in RCA: 92] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Raman spectroscopy is a powerful technique for molecular analysis of food samples.
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Affiliation(s)
- Ismail Hakki Boyaci
- Department of Food Engineering
- Faculty of Engineering
- Hacettepe University
- 06800 Ankara
- Turkey
| | - Havva Tümay Temiz
- Department of Food Engineering
- Faculty of Engineering
- Hacettepe University
- 06800 Ankara
- Turkey
| | - Hüseyin Efe Geniş
- Department of Food Engineering
- Faculty of Engineering
- Hacettepe University
- 06800 Ankara
- Turkey
| | | | - Nazife Nur Yazgan
- Department of Food Engineering
- Faculty of Engineering
- Hacettepe University
- 06800 Ankara
- Turkey
| | - Burcu Güven
- Department of Food Engineering
- Faculty of Engineering
- Hacettepe University
- 06800 Ankara
- Turkey
| | - Reyhan Selin Uysal
- Department of Food Engineering
- Faculty of Engineering
- Hacettepe University
- 06800 Ankara
- Turkey
| | - Akif Göktuğ Bozkurt
- Department of Food Engineering
- Faculty of Engineering
- Hacettepe University
- 06800 Ankara
- Turkey
| | - Kerem İlaslan
- Department of Food Engineering
- Faculty of Engineering
- Hacettepe University
- 06800 Ankara
- Turkey
| | - Ozlem Torun
- Department of Food Engineering
- Faculty of Engineering
- Hacettepe University
- 06800 Ankara
- Turkey
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31
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Analysis of lard in meatball broth using Fourier transform infrared spectroscopy and chemometrics. Meat Sci 2014; 96:94-8. [DOI: 10.1016/j.meatsci.2013.07.003] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2012] [Revised: 06/28/2013] [Accepted: 07/01/2013] [Indexed: 11/17/2022]
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32
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Lukitaningsih E, Sa’adah M, Purwanto, Rohman A. Quantitative Analysis of Lard in Cosmetic Lotion Formulation Using FTIR Spectroscopy and Partial Least Square Calibration. J AM OIL CHEM SOC 2012. [DOI: 10.1007/s11746-012-2052-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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