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Granados-Alegría MI, Canto-Canché B, Gómez-Tah R, Félix JW, Tzec-Simá M, Ruiz-May E, Islas-Flores I. Proteomic Profiling of Cocos nucifera L. Zygotic Embryos during Maturation of Dwarf and Tall Cultivars: The Dynamics of Carbohydrate and Fatty Acid Metabolism. Int J Mol Sci 2024; 25:8507. [PMID: 39126077 PMCID: PMC11312736 DOI: 10.3390/ijms25158507] [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: 06/11/2024] [Revised: 07/24/2024] [Accepted: 08/01/2024] [Indexed: 08/12/2024] Open
Abstract
There is a limited number of studies analyzing the molecular and biochemical processes regulating the metabolism of the maturation of Cocos nucifera L. zygotic embryos. Our research focused on the regulation of carbohydrate and lipid metabolic pathways occurring at three developmental stages of embryos from the Mexican Pacific tall (MPT) and the Yucatan green dwarf (YGD) cultivars. We used the TMT-synchronous precursor selection (SPS)-MS3 strategy to analyze the dynamics of proteomes from both embryos; 1044 and 540 proteins were determined for the MPT and YGD, respectively. A comparison of the differentially accumulated proteins (DAPs) revealed that the biological processes (BP) enriched in the MPT embryo included the glyoxylate and dicarboxylate metabolism along with fatty acid degradation, while in YGD, the nitrogen metabolism and pentose phosphate pathway were the most enriched BPs. Findings suggest that the MPT embryos use fatty acids to sustain a higher glycolytic/gluconeogenic metabolism than the YGD embryos. Moreover, the YGD proteome was enriched with proteins associated with biotic or abiotic stresses, e.g., peroxidase and catalase. The goal of this study was to highlight the differences in the regulation of carbohydrate and lipid metabolic pathways during the maturation of coconut YGD and MPT zygotic embryos.
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Affiliation(s)
- María Inés Granados-Alegría
- Unidad de Biología Integrativa, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Colonia Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico; (M.I.G.-A.); (J.W.F.); (M.T.-S.)
| | - Blondy Canto-Canché
- Unidad de Biotecnología, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Colonia Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico; (B.C.-C.); (R.G.-T.)
| | - Rufino Gómez-Tah
- Unidad de Biotecnología, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Colonia Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico; (B.C.-C.); (R.G.-T.)
| | - Jean Wildort Félix
- Unidad de Biología Integrativa, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Colonia Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico; (M.I.G.-A.); (J.W.F.); (M.T.-S.)
| | - Miguel Tzec-Simá
- Unidad de Biología Integrativa, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Colonia Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico; (M.I.G.-A.); (J.W.F.); (M.T.-S.)
| | - Eliel Ruiz-May
- Red de Estudios Moleculares Avanzados, Instituto de Ecología, A.C., Carretera Antigua a Coatepec 351, Colonia El Haya, Xalapa C.P. 91073, Veracruz, Mexico
| | - Ignacio Islas-Flores
- Unidad de Biología Integrativa, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Colonia Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico; (M.I.G.-A.); (J.W.F.); (M.T.-S.)
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Félix JW, Granados-Alegría MI, Gómez-Tah R, Tzec-Simá M, Ruíz-May E, Canto-Canché B, Zamora-Briseño JA, Bojórquez-Velázquez E, Oropeza-Salín C, Islas-Flores I. Proteome Landscape during Ripening of Solid Endosperm from Two Different Coconut Cultivars Reveals Contrasting Carbohydrate and Fatty Acid Metabolic Pathway Modulation. Int J Mol Sci 2023; 24:10431. [PMID: 37445609 DOI: 10.3390/ijms241310431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 06/16/2023] [Accepted: 06/16/2023] [Indexed: 07/15/2023] Open
Abstract
Cocos nucifera L. is a crop grown in the humid tropics. It is grouped into two classes of varieties: dwarf and tall; regardless of the variety, the endosperm of the coconut accumulates carbohydrates in the early stages of maturation and fatty acids in the later stages, although the biochemical factors that determine such behavior remain unknown. We used tandem mass tagging with synchronous precursor selection (TMT-SPS-MS3) to analyze the proteomes of solid endosperms from Yucatan green dwarf (YGD) and Mexican pacific tall (MPT) coconut cultivars. The analysis was conducted at immature, intermediate, and mature development stages to better understand the regulation of carbohydrate and lipid metabolisms. Proteomic analyses showed 244 proteins in YGD and 347 in MPT; from these, 155 proteins were shared between both cultivars. Furthermore, the proteomes related to glycolysis, photosynthesis, and gluconeogenesis, and those associated with the biosynthesis and elongation of fatty acids, were up-accumulated in the solid endosperm of MPT, while in YGD, they were down-accumulated. These results support that carbohydrate and fatty acid metabolisms differ among the developmental stages of the solid endosperm and between the dwarf and tall cultivars. This is the first proteomics study comparing different stages of maturity in two contrasting coconut cultivars and may help in understanding the maturity process in other palms.
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Affiliation(s)
- Jean Wildort Félix
- Unidad de Bioquímica y Biología Molecular de Plantas, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - María Inés Granados-Alegría
- Unidad de Bioquímica y Biología Molecular de Plantas, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - Rufino Gómez-Tah
- Unidad de Biotecnología, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - Miguel Tzec-Simá
- Unidad de Bioquímica y Biología Molecular de Plantas, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - Eliel Ruíz-May
- Red de Estudios Moleculares Avanzados, Instituto de Ecología, A.C., Carretera antigua a Coatepec 351, Colonia El Haya, Xalapa C.P. 91073, Veracruz, Mexico
| | - Blondy Canto-Canché
- Unidad de Biotecnología, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - Jesús Alejandro Zamora-Briseño
- Red de Estudios Moleculares Avanzados, Instituto de Ecología, A.C., Carretera antigua a Coatepec 351, Colonia El Haya, Xalapa C.P. 91073, Veracruz, Mexico
| | - Esaú Bojórquez-Velázquez
- Red de Estudios Moleculares Avanzados, Instituto de Ecología, A.C., Carretera antigua a Coatepec 351, Colonia El Haya, Xalapa C.P. 91073, Veracruz, Mexico
| | - Carlos Oropeza-Salín
- Unidad de Biotecnología, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - Ignacio Islas-Flores
- Unidad de Bioquímica y Biología Molecular de Plantas, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
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Abadl MMT, Mohsin AZ, Sulaiman R, Abas F, Muhialdin BJ, Meor Hussin AS. Biological activities and physiochemical properties of low-fat and high-fat coconut-based kefir. Int J Gastron Food Sci 2022. [DOI: 10.1016/j.ijgfs.2022.100624] [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: 11/13/2022]
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Pandiselvam R, Kaavya R, Martinez Monteagudo SI, Divya V, Jain S, Khanashyam AC, Kothakota A, Prasath VA, Ramesh SV, Sruthi NU, Kumar M, Manikantan MR, Kumar CA, Khaneghah AM, Cozzolino D. Contemporary Developments and Emerging Trends in the Application of Spectroscopy Techniques: A Particular Reference to Coconut ( Cocos nucifera L.). Molecules 2022; 27:molecules27103250. [PMID: 35630725 PMCID: PMC9147692 DOI: 10.3390/molecules27103250] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 05/07/2022] [Accepted: 05/16/2022] [Indexed: 12/26/2022] Open
Abstract
The number of food frauds in coconut-based products is increasing due to higher consumer demands for these products. Rising health consciousness, public awareness and increased concerns about food safety and quality have made authorities and various other certifying agencies focus more on the authentication of coconut products. As the conventional techniques for determining the quality attributes of coconut are destructive and time-consuming, non-destructive testing methods which are accurate, rapid, and easy to perform with no detrimental sampling methods are currently gaining importance. Spectroscopic methods such as nuclear magnetic resonance (NMR), infrared (IR)spectroscopy, mid-infrared (MIR)spectroscopy, near-infrared (NIR) spectroscopy, ultraviolet-visible (UV-VIS) spectroscopy, fluorescence spectroscopy, Fourier-transform infrared spectroscopy (FTIR), and Raman spectroscopy (RS) are gaining in importance for determining the oxidative stability of coconut oil, the adulteration of oils, and the detection of harmful additives, pathogens, and toxins in coconut products and are also employed in deducing the interactions in food constituents, and microbial contaminations. The objective of this review is to provide a comprehensive analysis on the various spectroscopic techniques along with different chemometric approaches for the successful authentication and quality determination of coconut products. The manuscript was prepared by analyzing and compiling the articles that were collected from various databases such as PubMed, Google Scholar, Scopus and ScienceDirect. The spectroscopic techniques in combination with chemometrics were shown to be successful in the authentication of coconut products. RS and NMR spectroscopy techniques proved their utility and accuracy in assessing the changes in coconut oil’s chemical and viscosity profile. FTIR spectroscopy was successfully utilized to analyze the oxidation levels and determine the authenticity of coconut oils. An FT-NIR-based analysis of various coconut samples confirmed the acceptable levels of accuracy in prediction. These non-destructive methods of spectroscopy offer a broad spectrum of applications in food processing industries to detect adulterants. Moreover, the combined chemometrics and spectroscopy detection method is a versatile and accurate measurement for adulterant identification.
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Affiliation(s)
- Ravi Pandiselvam
- Physiology, Biochemistry and Post-Harvest Technology Division, ICAR-Central Plantation Crops Research Institute, Kasaragod 671124, Kerala, India;
- Correspondence: or (R.P.); (R.K.); (M.R.M.); (A.M.K.); (D.C.)
| | - Rathnakumar Kaavya
- Dairy and Food Science Department, South Dakota State University, Brookings, SD 57007, USA;
- Correspondence: or (R.P.); (R.K.); (M.R.M.); (A.M.K.); (D.C.)
| | - Sergio I. Martinez Monteagudo
- Dairy and Food Science Department, South Dakota State University, Brookings, SD 57007, USA;
- Department of Family and Consumer Sciences, New Mexico State University, Las Cruces, NM 88003, USA
- Chemical & Materials Engineering Department, New Mexico State University, Las Cruces, NM 88003, USA
| | - V. Divya
- School of BioSciences and Technology, VIT University, Vellore 632014, Tamil Nadu, India;
| | - Surangna Jain
- Department of Biotechnology, Mahidol University, Bangkok 12120, Thailand;
| | | | - Anjineyulu Kothakota
- Agro-Processing & Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology (NIIST), Trivandrum 695019, Kerala, India;
| | - V. Arun Prasath
- Department of Food Process Engineering, NIT, Rourkela 769008, Odisha, India;
| | - S. V. Ramesh
- Physiology, Biochemistry and Post-Harvest Technology Division, ICAR-Central Plantation Crops Research Institute, Kasaragod 671124, Kerala, India;
| | - N. U. Sruthi
- Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur 721302, West Bengal, India;
| | - Manoj Kumar
- Chemical and Biochemical Processing Division, ICAR-Central Institute for Research on Cotton Technology, Mumbai 400019, Maharashtra, India;
| | - M. R. Manikantan
- Physiology, Biochemistry and Post-Harvest Technology Division, ICAR-Central Plantation Crops Research Institute, Kasaragod 671124, Kerala, India;
- Correspondence: or (R.P.); (R.K.); (M.R.M.); (A.M.K.); (D.C.)
| | - Chinnaraja Ashok Kumar
- Department of Food Safety and Quality Assurance, College of Food and Dairy Technology, Chennai 600051, Tamil Nadu, India;
| | - Amin Mousavi Khaneghah
- Department of Food Science and Nutrition, Faculty of Food Engineering, University of Campinas (UNICAMP), Campinas 13083-875, SP, Brazil
- Department of Fruit and Vegetable Product Technology, Prof. Wacław Dąbrowski Institute of Agricultural and Food Biotechnology, 02-532 Warsaw, Poland
- Correspondence: or (R.P.); (R.K.); (M.R.M.); (A.M.K.); (D.C.)
| | - Daniel Cozzolino
- Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation (QAAFI), The University of Queensland, Brisbane 4072, Australia
- Correspondence: or (R.P.); (R.K.); (M.R.M.); (A.M.K.); (D.C.)
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Insight of the Functional and Biological Activities of Coconut (Cocos nucifera L.) Protein by Proteomics Analysis and Protein-Based Bioinformatics. Molecules 2022; 27:molecules27092987. [PMID: 35566340 PMCID: PMC9100645 DOI: 10.3390/molecules27092987] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 04/27/2022] [Accepted: 05/04/2022] [Indexed: 11/16/2022] Open
Abstract
Coconut (Cocos nucifera L.) is one of the most critical economic crops in the tropics and sub-tropics. Although coconut protein has attracted more and more attention due to its nutritional potential, the lack of proteomic information has limited its practical application. The present study aimed to investigate the coconut meat proteome by shotgun proteomics and protein-based bioinformatic analysis. A grand total of 1686 proteins were identified by searching the National Center for Biotechnology Information (NCBI) protein database and self-constructed C. nucifera transcriptome repository. Among them, 17 and 9 proteins were identified as antioxidant proteins and globulins, respectively. Network analysis of the globulins referred to the sub-works of Cupin and Oleosin, and the antioxidant proteins were related to the sub-networks of glutathione metabolism and peroxisome. The bioactive peptides acquired by in-silico digestion of the targeted proteins have the potential to be applied as antioxidants and emulsifiers for both healthcare and food stabilization.
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Naphatthalung J, Chairuk P, Yorsin S, Kanokwiroon K, Radenahmad N, Jansakul C. Decreased body-fat accumulation and increased vasorelaxation to glyceryl trinitrate in middle-aged male rats following six-weeks consumption of coconut milk protein. BRAZ J PHARM SCI 2022. [DOI: 10.1590/s2175-97902022e20510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
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SHORI AB, AL ZAHRANI AJ. Non-dairy plant-based milk products as alternatives to conventional dairy products for delivering probiotics. FOOD SCIENCE AND TECHNOLOGY 2021. [DOI: 10.1590/fst.101321] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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Hauy BN, Oliani CHP, Fracaro GG, Barbalho SM, Guiguer ÉL, Souza MDSSD, Mendes CG, Bueno MDS, Araújo AC, Bueno PCDS. Effects of Consumption of Coconut and Cow's Milk on the Metabolic Profile of Wistar Rats Fed a Hyperprotein Diet. J Med Food 2020; 24:205-208. [PMID: 32544020 DOI: 10.1089/jmf.2020.0031] [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: 11/12/2022] Open
Abstract
The intake of milk has decreased over the past few decades in Western populations and has been replaced by drinks of plant origin. Substitution of cow's milk by vegetable drinks occurs for some reasons, such as the presence of lactose intolerance, reduced calorie intake, prevention of obesity, vegan diets, and concern about the use of hormone therapy and its possible residues in bovine milk. For these reasons, the objective of this study was to evaluate the biochemical and anthropometric profile of animals subjected to a diet supplemented with coconut milk. Animals were divided into six groups (G1-G6), treated, respectively, regular diet and coconut milk or cow's milk, and with a high-protein content diet and coconut milk or cow's milk. Our results showed that the animals treated with coconut milk reduced body weight and visceral fat, and also showed that the use of a high-protein diet in association with coconut milk is a good combination in reducing visceral fat, percentage of weight gain, food intake, cholesterol, and triglycerides. Our results do not show substantial metabolic changes when comparing the use of coconut milk with the use of cow's milk (we cannot say that the coconut milk itself can be better than cow's milk in the evaluated metabolic parameters).
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Affiliation(s)
- Beatriz Nomada Hauy
- Department of Medical Sciences, School of Medicine, University of Marília (UNIMAR), Marília, Brazil
| | | | - Gabriela Garcia Fracaro
- Department of Medical Sciences, School of Medicine, University of Marília (UNIMAR), Marília, Brazil
| | - Sandra Maria Barbalho
- Department of Medical Sciences, School of Medicine, University of Marília (UNIMAR), Marília, Brazil.,Department of Biochemistry and Nutrition, Faculty of Food Technology of Marília, Marília, Brazil
| | - Élen Landgraf Guiguer
- Department of Medical Sciences, School of Medicine, University of Marília (UNIMAR), Marília, Brazil.,Department of Biochemistry and Nutrition, Faculty of Food Technology of Marília, Marília, Brazil
| | | | | | - Manoela Dos Santos Bueno
- Department of Medical Sciences, School of Medicine, University of Marília (UNIMAR), Marília, Brazil
| | - Adriano Cressoni Araújo
- Department of Medical Sciences, School of Medicine, University of Marília (UNIMAR), Marília, Brazil
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Righetti PG, Boschetti E. Low-abundance plant protein enrichment with peptide libraries to enlarge proteome coverage and related applications. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2020; 290:110302. [PMID: 31779915 DOI: 10.1016/j.plantsci.2019.110302] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 09/15/2019] [Accepted: 10/05/2019] [Indexed: 06/10/2023]
Abstract
In plant tissues proteins are present in low amounts but in a very large number. To this peculiar situation many complex foreign components render protein extraction and purification very difficult. In the last several years interesting technologies have been described to improve the technical situation to the point that some methodologies allow reaching very low-abundance proteins and minor allergens. Among enrichment methods the one documented in this report is based on combinatorial peptide ligand libraries (CPLLs) that emerged in the last decade by contributing to largely improve the knowledge in plant proteomics. It is the aim of this review to describe how this technology allows detecting low-abundance proteins from various plant tissues and to report the dynamics of the proteome components in response to environmental changes and biotic attacks. Typical documented examples with the description of their scientific interest are reported. The described technical approach and selected applications are considered as one of the most advanced approaches for plant proteomics investigations with possibilities not only to enlarge the knowledge of plant proteomes but also to discover novel allergens as well as plant biomarkers subsequent to stressful situations.
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Affiliation(s)
- Pier Giorgio Righetti
- Department of Chemistry Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, 20131, Milan, Italy.
| | - Egisto Boschetti
- Scientific Consultant, JAM Conseil, 92200, Neuilly-sur-Seine, France
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Global proteome analysis in plants by means of peptide libraries and applications. J Proteomics 2016; 143:3-14. [DOI: 10.1016/j.jprot.2016.02.033] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2015] [Revised: 02/20/2016] [Accepted: 02/26/2016] [Indexed: 01/07/2023]
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Ha M, Sabherwal M, Duncan E, Stevens S, Stockwell P, McConnell M, Bekhit AED, Carne A. In-Depth Characterization of Sheep (Ovis aries) Milk Whey Proteome and Comparison with Cow (Bos taurus). PLoS One 2015; 10:e0139774. [PMID: 26447763 PMCID: PMC4598025 DOI: 10.1371/journal.pone.0139774] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Accepted: 09/17/2015] [Indexed: 12/25/2022] Open
Abstract
An in-depth proteomic study of sheep milk whey is reported and compared to the data available in the literature for the cow whey proteome. A combinatorial peptide ligand library kit (ProteoMiner) was used to normalize protein abundance in the sheep whey proteome followed by an in-gel digest of a 1D-PAGE display and an in-solution digestion followed by OFFGEL isoelectric focusing fractionation. The peptide fractions obtained were then analyzed by LC-MS/MS. This enabled identification of 669 proteins in sheep whey that, to our knowledge, is the largest inventory of sheep whey proteins identified to date. A comprehensive list of cow whey proteins currently available in the literature (783 proteins from unique genes) was assembled and compared to the sheep whey proteome data obtained in this study (606 proteins from unique genes). This comparison revealed that while the 233 proteins shared by the two species were significantly enriched for immune and inflammatory responses in gene ontology analysis, proteins only found in sheep whey in this study were identified that take part in both cellular development and immune responses, whereas proteins only found in cow whey in this study were identified to be associated with metabolism and cellular growth.
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Affiliation(s)
- Minh Ha
- Department of Biochemistry, Otago School of Medical Sciences, University of Otago, Dunedin, New Zealand
- * E-mail:
| | - Manya Sabherwal
- Department of Oral Sciences, School of Dentistry, University of Otago, Dunedin, New Zealand
| | - Elizabeth Duncan
- Laboratory for Evolution and Development, Genetics Otago & Gravida; National Centre for Growth and Development, Department of Biochemistry, University of Otago, Dunedin, Aotearoa-New Zealand
| | - Stewart Stevens
- Department of Biochemistry, Otago School of Medical Sciences, University of Otago, Dunedin, New Zealand
| | - Peter Stockwell
- Department of Biochemistry, Otago School of Medical Sciences, University of Otago, Dunedin, New Zealand
| | - Michelle McConnell
- Department of Microbiology and Immunology, Otago School of Medical Sciences, University of Otago, Dunedin, New Zealand
| | | | - Alan Carne
- Department of Biochemistry, Otago School of Medical Sciences, University of Otago, Dunedin, New Zealand
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Righetti PG, Fasoli E, D'Amato A, Boschetti E. The "Dark Side" of Food Stuff Proteomics: The CPLL-Marshals Investigate. Foods 2014; 3:217-237. [PMID: 28234315 PMCID: PMC5302364 DOI: 10.3390/foods3020217] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2014] [Revised: 04/08/2014] [Accepted: 04/08/2014] [Indexed: 11/17/2022] Open
Abstract
The present review deals with analysis of the proteome of animal and plant-derived food stuff, as well as of non-alcoholic and alcoholic beverages. The survey is limited to those systems investigated with the help of combinatorial peptide ligand libraries, a most powerful technique allowing access to low- to very-low-abundance proteins, i.e., to those proteins that might characterize univocally a given biological system and, in the case of commercial food preparations, attest their genuineness or adulteration. Among animal foods the analysis of cow's and donkey's milk is reported, together with the proteomic composition of egg white and yolk, as well as of honey, considered as a hybrid between floral and animal origin. In terms of plant and fruits, a survey is offered of spinach, artichoke, banana, avocado, mango and lemon proteomics, considered as recalcitrant tissues in that small amounts of proteins are dispersed into a large body of plant polymers and metabolites. As examples of non-alcoholic beverages, ginger ale, coconut milk, a cola drink, almond milk and orgeat syrup are analyzed. Finally, the trace proteome of white and red wines, beer and aperitifs is reported, with the aim of tracing the industrial manipulations and herbal usage prior to their commercialization.
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Affiliation(s)
- Pier Giorgio Righetti
- Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Via Mancinelli 7, Milano 20131, Italy.
| | - Elisa Fasoli
- Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Via Mancinelli 7, Milano 20131, Italy.
| | - Alfonsina D'Amato
- Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Via Mancinelli 7, Milano 20131, Italy.
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Making Progress in Plant Proteomics for Improved Food Safety. ACTA ACUST UNITED AC 2014. [DOI: 10.1016/b978-0-444-62650-9.00006-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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Agrawal GK, Sarkar A, Righetti PG, Pedreschi R, Carpentier S, Wang T, Barkla BJ, Kohli A, Ndimba BK, Bykova NV, Rampitsch C, Zolla L, Rafudeen MS, Cramer R, Bindschedler LV, Tsakirpaloglou N, Ndimba RJ, Farrant JM, Renaut J, Job D, Kikuchi S, Rakwal R. A decade of plant proteomics and mass spectrometry: translation of technical advancements to food security and safety issues. MASS SPECTROMETRY REVIEWS 2013; 32:335-65. [PMID: 23315723 DOI: 10.1002/mas.21365] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2012] [Revised: 09/10/2012] [Accepted: 09/10/2012] [Indexed: 05/21/2023]
Abstract
Tremendous progress in plant proteomics driven by mass spectrometry (MS) techniques has been made since 2000 when few proteomics reports were published and plant proteomics was in its infancy. These achievements include the refinement of existing techniques and the search for new techniques to address food security, safety, and health issues. It is projected that in 2050, the world's population will reach 9-12 billion people demanding a food production increase of 34-70% (FAO, 2009) from today's food production. Provision of food in a sustainable and environmentally committed manner for such a demand without threatening natural resources, requires that agricultural production increases significantly and that postharvest handling and food manufacturing systems become more efficient requiring lower energy expenditure, a decrease in postharvest losses, less waste generation and food with longer shelf life. There is also a need to look for alternative protein sources to animal based (i.e., plant based) to be able to fulfill the increase in protein demands by 2050. Thus, plant biology has a critical role to play as a science capable of addressing such challenges. In this review, we discuss proteomics especially MS, as a platform, being utilized in plant biology research for the past 10 years having the potential to expedite the process of understanding plant biology for human benefits. The increasing application of proteomics technologies in food security, analysis, and safety is emphasized in this review. But, we are aware that no unique approach/technology is capable to address the global food issues. Proteomics-generated information/resources must be integrated and correlated with other omics-based approaches, information, and conventional programs to ensure sufficient food and resources for human development now and in the future.
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Affiliation(s)
- Ganesh Kumar Agrawal
- Research Laboratory for Biotechnology and Biochemistry, PO Box 13265, Kathmandu, Nepal.
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Yin Y, Yu G, Chen Y, Jiang S, Wang M, Jin Y, Lan X, Liang Y, Sun H. Genome-wide transcriptome and proteome analysis on different developmental stages of Cordyceps militaris. PLoS One 2012; 7:e51853. [PMID: 23251642 PMCID: PMC3522581 DOI: 10.1371/journal.pone.0051853] [Citation(s) in RCA: 67] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2012] [Accepted: 11/13/2012] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Cordyceps militaris, an ascomycete caterpillar fungus, has been used as a traditional Chinese medicine for many years owing to its anticancer and immunomodulatory activities. Currently, artificial culturing of this beneficial fungus has been widely used and can meet the market, but systematic molecular studies on the developmental stages of cultured C. militaris at transcriptional and translational levels have not been determined. METHODOLOGY/PRINCIPAL FINDINGS We utilized high-throughput Illumina sequencing to obtain the transcriptomes of C. militaris mycelium and fruiting body. All clean reads were mapped to C. militaris genome and most of the reads showed perfect coverage. Alternative splicing and novel transcripts were predicted to enrich the database. Gene expression analysis revealed that 2,113 genes were up-regulated in mycelium and 599 in fruiting body. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis were performed to analyze the genes with expression differences. Moreover, the putative cordycepin metabolism difference between different developmental stages was studied. In addition, the proteome data of mycelium and fruiting body were obtained by one-dimensional gel electrophoresis (1-DGE) coupled with nano-electrospray ionization liquid chromatography tandem mass spectrometry (nESI-LC-MS/MS). 359 and 214 proteins were detected from mycelium and fruiting body respectively. GO, KEGG and Cluster of Orthologous Groups (COG) analysis were further conducted to better understand their difference. We analyzed the amounts of some noteworthy proteins in these two samples including lectin, superoxide dismutase, glycoside hydrolase and proteins involved in cordycepin metabolism, providing important information for further protein studies. CONCLUSIONS/SIGNIFICANCE The results reveal the difference in gene expression between the mycelium and fruiting body of artificially cultivated C. militaris by transcriptome and proteome analysis. Our study provides an effective resource for the further developmental and medicinal research of this promising fungus.
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Affiliation(s)
- Yalin Yin
- State Key Laboratory of Virology, College of Life Sciences, Wuhan University, Wuhan, Hubei Province, People’s Republic of China
| | - Guojun Yu
- State Key Laboratory of Virology, College of Life Sciences, Wuhan University, Wuhan, Hubei Province, People’s Republic of China
| | - Yijie Chen
- State Key Laboratory of Virology, College of Life Sciences, Wuhan University, Wuhan, Hubei Province, People’s Republic of China
| | - Shuai Jiang
- State Key Laboratory of Virology, College of Life Sciences, Wuhan University, Wuhan, Hubei Province, People’s Republic of China
| | - Man Wang
- State Key Laboratory of Virology, College of Life Sciences, Wuhan University, Wuhan, Hubei Province, People’s Republic of China
| | - Yanxia Jin
- State Key Laboratory of Virology, College of Life Sciences, Wuhan University, Wuhan, Hubei Province, People’s Republic of China
| | - Xianqing Lan
- State Key Laboratory of Virology, College of Life Sciences, Wuhan University, Wuhan, Hubei Province, People’s Republic of China
| | - Yi Liang
- State Key Laboratory of Virology, College of Life Sciences, Wuhan University, Wuhan, Hubei Province, People’s Republic of China
- Department of Clinical Immunology, Guangdong Medical College, Dongguan, People’s Republic of China
| | - Hui Sun
- State Key Laboratory of Virology, College of Life Sciences, Wuhan University, Wuhan, Hubei Province, People’s Republic of China
- Key Laboratory of Fermentation Engineering (Ministry of Education), Hubei University of Technology, Wuhan, People’s Republic of China
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (Wuhan University), Ministry of Education, Wuhan, People’s Republic of China
- * E-mail:
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Esteve C, D'Amato A, Marina ML, García MC, Righetti PG. Identification of avocado (Persea americana) pulp proteins by nano-LC-MS/MS via combinatorial peptide ligand libraries. Electrophoresis 2012; 33:2799-805. [DOI: 10.1002/elps.201200254] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Affiliation(s)
- Clara Esteve
- Department of Analytical Chemistry; Faculty of Chemistry; University of Alcalá; Madrid; Spain
| | - Alfonsina D'Amato
- Department of Chemistry; Materials and Chemical Engineering “Giulio Natta”; Milan; Italy
| | - María Luisa Marina
- Department of Analytical Chemistry; Faculty of Chemistry; University of Alcalá; Madrid; Spain
| | - María Concepción García
- Department of Analytical Chemistry; Faculty of Chemistry; University of Alcalá; Madrid; Spain
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Boschetti E, Righetti PG. Breakfast at Tiffany's? Only with a low-abundance proteomic signature! Electrophoresis 2012; 33:2228-39. [DOI: 10.1002/elps.201200003] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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Fröhlich A, Gaupels F, Sarioglu H, Holzmeister C, Spannagl M, Durner J, Lindermayr C. Looking deep inside: detection of low-abundance proteins in leaf extracts of Arabidopsis and phloem exudates of pumpkin. PLANT PHYSIOLOGY 2012; 159:902-14. [PMID: 22555880 PMCID: PMC3387715 DOI: 10.1104/pp.112.198077] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2012] [Accepted: 04/24/2012] [Indexed: 05/20/2023]
Abstract
The field of proteomics suffers from the immense complexity of even small proteomes and the enormous dynamic range of protein concentrations within a given sample. Most protein samples contain a few major proteins, which hamper in-depth proteomic analysis. In the human field, combinatorial hexapeptide ligand libraries (CPLL; such as ProteoMiner) have been used for reduction of the dynamic range of protein concentrations; however, this technique is not established in plant research. In this work, we present the application of CPLL to Arabidopsis (Arabidopsis thaliana) leaf proteins. One- and two-dimensional gel electrophoresis showed a decrease in high-abundance proteins and an enrichment of less abundant proteins in CPLL-treated samples. After optimization of the CPLL protocol, mass spectrometric analyses of leaf extracts led to the identification of 1,192 proteins in control samples and an additional 512 proteins after the application of CPLL. Upon leaf infection with virulent Pseudomonas syringae DC3000, CPLL beads were also used for investigating the bacterial infectome. In total, 312 bacterial proteins could be identified in infected Arabidopsis leaves. Furthermore, phloem exudates of pumpkin (Cucurbita maxima) were analyzed. CPLL prefractionation caused depletion of the major phloem proteins 1 and 2 and improved phloem proteomics, because 67 of 320 identified proteins were detectable only after CPLL treatment. In sum, our results demonstrate that CPLL beads are a time- and cost-effective tool for reducing major proteins, which often interfere with downstream analyses. The concomitant enrichment of less abundant proteins may facilitate a deeper insight into the plant proteome.
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Affiliation(s)
| | | | - Hakan Sarioglu
- Institute of Biochemical Plant Pathology (A.F., F.G., C.H., J.D., C.L.), Department of Protein Science (H.S.), and Institute of Bioinformatics and Systems Biology (M.S.), Helmholtz Zentrum München, German Research Center for Environmental Health, D–85764 Neuherberg, Germany
| | - Christian Holzmeister
- Institute of Biochemical Plant Pathology (A.F., F.G., C.H., J.D., C.L.), Department of Protein Science (H.S.), and Institute of Bioinformatics and Systems Biology (M.S.), Helmholtz Zentrum München, German Research Center for Environmental Health, D–85764 Neuherberg, Germany
| | - Manuel Spannagl
- Institute of Biochemical Plant Pathology (A.F., F.G., C.H., J.D., C.L.), Department of Protein Science (H.S.), and Institute of Bioinformatics and Systems Biology (M.S.), Helmholtz Zentrum München, German Research Center for Environmental Health, D–85764 Neuherberg, Germany
| | - Jörg Durner
- Institute of Biochemical Plant Pathology (A.F., F.G., C.H., J.D., C.L.), Department of Protein Science (H.S.), and Institute of Bioinformatics and Systems Biology (M.S.), Helmholtz Zentrum München, German Research Center for Environmental Health, D–85764 Neuherberg, Germany
| | - Christian Lindermayr
- Institute of Biochemical Plant Pathology (A.F., F.G., C.H., J.D., C.L.), Department of Protein Science (H.S.), and Institute of Bioinformatics and Systems Biology (M.S.), Helmholtz Zentrum München, German Research Center for Environmental Health, D–85764 Neuherberg, Germany
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The Silk Road, Marco Polo, a Bible and its proteome: a detective story. J Proteomics 2012; 75:3365-73. [PMID: 22504796 DOI: 10.1016/j.jprot.2012.03.051] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2012] [Revised: 03/23/2012] [Accepted: 03/27/2012] [Indexed: 01/20/2023]
Abstract
Around the end of XIII century (at the time of young Marco Polo's first trip to China at the court of Khubilai Khan in Khan Baliq) a pocket Bible was delivered by a Franciscan friar to the Mogul Emperor, in the framework of the evangelization program of the Far East. Four centuries later, in 1685, this Bible was rediscovered by the Jesuit Philippe Couplet in the house of a rich Chinese in Nanchin and donated to Cosimo III, Grand Duke of Tuscany. This Bible was recently "unearthed" in the Biblioteca Medicea Laurenziana in Florence, wrapped up in a precious yellow silk cloth, in a rather ruined state. After two years of restoration, the Bible will return to China in 2012 for a celebration of its >700years of life and of its remarkable return trip on the Silk Road. On account of the thinness of the parchment (barely 80μm thickness, the size of each foil being 16.5×11cm) it was widely held that the pages were produced from foetal lambskins. On tiny fragments of the margins of a foil, after several unsuccessful attempts at digesting the vellum, we were able to obtain a tryptic peptide mixture, which, upon mass spectrometry analysis, yielded the identity of 8 unique proteins, belonging to the genus Bos taurus, thus confirming the origin of the vellum from calfskins rather than from foetal lambskins. Our results prove that it is possible to obtain reliable protein extraction and IDs from ancient parchment documents.
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Fasoli E, D'Amato A, Citterio A, Righetti PG. Ginger Rogers? No, Ginger Ale and its invisible proteome. J Proteomics 2012; 75:1960-5. [PMID: 22230808 DOI: 10.1016/j.jprot.2011.12.026] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2011] [Revised: 12/19/2011] [Accepted: 12/20/2011] [Indexed: 11/28/2022]
Abstract
The trace proteome of a Ginger drink, stated to be produced with a ginger root extract, has been investigated via capture with combinatorial peptide ligand libraries (ProteoMiner). Although in traces, we could confirm the presence of five grape proteins and one apple protein, but not even the faintest trace of any ginger root proteins. The first two findings are correct, as the producer stated that this beverage had been reinforced with 12% grape juice and 6% apple juice, but the absence of even traces of ginger proteins does not permit the classification of this beverage as a ginger extract on a proteomics scale. However, organoleptic tasting has confirmed the presence of a ginger extract, due to its piquant and tongue-biting taste. Nevertheless, any ginger root extract must be considered as a minor component as compared to the presence of grape and apple juice. At the light of these findings, it is hoped that the competent authorities will in the future make compulsory the proper labelling also of beverages so that all amounts of compounds utilized will be clearly stated in the label, including the presumptive main component.
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Affiliation(s)
- Elisa Fasoli
- Department of Chemistry, Materials and Chemical Engineering “Giulio Natta”, Politecnico di Milano, Via Mancinelli 7, 20131 Milano, Italy
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Harries HC. Germination rate is the significant characteristic determining coconut palm diversity. AOB PLANTS 2012; 2012:pls045. [PMID: 23275832 PMCID: PMC3532018 DOI: 10.1093/aobpla/pls045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2012] [Accepted: 11/12/2012] [Indexed: 05/13/2023]
Abstract
RATIONALE This review comes at a time when in vitro embryo culture techniques are being adopted for the safe exchange and cryo-conservation of coconut germplasm. In due course, laboratory procedures may replace the options that exist among standard commercial nursery germination techniques. These, in their turn, have supplanted traditional methods that are now forgotten or misunderstood. Knowledge of all germination options should help to ensure the safe regeneration of conserved material. SCOPE This review outlines the many options for commercial propagation, recognizes the full significance of one particular traditional method and suggests that the diversity of modern cultivated coconut varieties has arisen because natural selection and domestic selection were associated with different rates of germination and other morphologically recognizable phenotypic characteristics. The review takes into account both the recalcitrant and the viviparous nature of the coconut. The ripe fruits that fall but do not germinate immediately and lose viability if dried for storage are contrasted with the bunches of fruit retained in the crown of the palm that may, in certain circumstances, germinate to produce seedlings high above ground level. SIGNIFICANCE Slow-germinating and quick-germinating coconuts have different patterns of distribution. The former predominate on tropical islands and coastlines that could be reached by floating when natural dispersal originally spread coconuts widely-but only where tides and currents were favourable-and then only to sea-level locations. Human settlers disseminated the domestic types even more widely-to otherwise inaccessible coastal sites not reached by floating-and particularly to inland and upland locations on large islands and continental land masses. This review suggests four regions where diversity has been determined by germination rates. Although recent DNA studies support these distinctions, further analyses of genetic markers related to fruit abscission and germination are recommended.
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