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Pylak M, Oszust K, Panek J, Siegieda D, Cybulska J, Zdunek A, Orzeł A, Frąc M. Impact of microbial-based biopreparations on soil quality, plant health, and fruit chemistry in raspberry cultivation. Food Chem 2025; 462:140943. [PMID: 39217744 DOI: 10.1016/j.foodchem.2024.140943] [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: 05/12/2024] [Revised: 07/27/2024] [Accepted: 08/19/2024] [Indexed: 09/04/2024]
Abstract
Application of microbial-based biopreparations as a pre-harvest strategy offers a method to obtain sustainable agricultural practices and could be an important approach for advancing food science, promoting sustainability, and meeting global food market demands. The impact of a bacterial-fungal biopreparation mixture on soil-plant-microbe interactions, fruit chemical composition and yield of 7 raspberry clones was investigated by examining the structural and functional profiles of microbial communities within leaves, fruits, and soil. Biopreparation addition caused the enhancement of the microbiological utilization of specific compounds, such as d-mannitol, relevant in plant-pathogen interactions and overall plant health. The biopreparation treatment positively affected the nitrogen availability in soil (9-160%). The analysis of plant stress marker enzymes combined with the evaluation of fruit quality and chemical properties highlight changes inducted by the pre-harvest biopreparation application. Chemical analyses highlight biopreparations' role in soil and fruit quality improvement, promoting sustainable agriculture. This effect was dependent on tested clones, showing increase of soluble solid content in fruits, concentration of polyphenols or the sensory quality of the fruits. The results of the next-generation sequencing indicated increase in the effective number of bacterial species after biopreparation treatment. The network analysis showed stimulating effect of biopreparation on microbial communities by enhancing microbial interactions (increasing the number of network edges up to 260%) of and affecting the proportions of mutual relationships between both bacteria and fungi. These findings show the potential of microbial-based biopreparation in enhancing raspberry production whilst promoting sustainable practices and maintaining environmental homeostasis and giving inshght in holistic understanding of microbial-based approaches for advancing food science monitoring.
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Affiliation(s)
- Michał Pylak
- Institute of Agrophysics, Polish Academy of Sciences, Doświadczalna 4, 20-290 Lublin, Poland.
| | - Karolina Oszust
- Institute of Agrophysics, Polish Academy of Sciences, Doświadczalna 4, 20-290 Lublin, Poland.
| | - Jacek Panek
- Institute of Agrophysics, Polish Academy of Sciences, Doświadczalna 4, 20-290 Lublin, Poland.
| | - Dominika Siegieda
- Institute of Agrophysics, Polish Academy of Sciences, Doświadczalna 4, 20-290 Lublin, Poland.
| | - Justyna Cybulska
- Institute of Agrophysics, Polish Academy of Sciences, Doświadczalna 4, 20-290 Lublin, Poland.
| | - Artur Zdunek
- Institute of Agrophysics, Polish Academy of Sciences, Doświadczalna 4, 20-290 Lublin, Poland.
| | - Agnieszka Orzeł
- Dr. Berry Innowacje i Tradycja, Juraszowa 73, 33-386 Podegrodzie, Poland.
| | - Magdalena Frąc
- Institute of Agrophysics, Polish Academy of Sciences, Doświadczalna 4, 20-290 Lublin, Poland.
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Tsifintaris M, Kiousi DE, Repanas P, Kamarinou CS, Kavakiotis I, Galanis A. Probio-Ichnos: A Database of Microorganisms with In Vitro Probiotic Properties. Microorganisms 2024; 12:1955. [PMID: 39458265 PMCID: PMC11509836 DOI: 10.3390/microorganisms12101955] [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: 09/04/2024] [Revised: 09/21/2024] [Accepted: 09/24/2024] [Indexed: 10/28/2024] Open
Abstract
Probiotics are live microorganisms that, when consumed in adequate amounts, exert health benefits on the host by regulating intestinal and extraintestinal homeostasis. Common probiotic microorganisms include lactic acid bacteria (LAB), yeasts, and Bacillus species. Here, we present Probio-ichnos, the first manually curated, literature-based database that collects and comprehensively presents information on the microbial strains exhibiting in vitro probiotic characteristics (i.e., resistance to acid and bile, attachment to host epithelia, as well as antimicrobial, immunomodulatory, antiproliferative, and antioxidant activity), derived from human, animal or plant microbiota, fermented dairy or non-dairy food products, and environmental sources. Employing a rigorous methodology, we conducted a systematic search of the PubMed database utilizing the keyword 'probiotic' within the abstracts or titles, resulting in a total of 27,715 studies. Upon further manual filtering, 2207 studies presenting in vitro experiments and elucidating strain-specific probiotic attributes were collected and used for data extraction. The Probio-ichnos database consists of 12,993 entries on the in vitro probiotic characteristics of 11,202 distinct strains belonging to 470 species and 143 genera. Data are presented using a binary categorization approach for the presence of probiotic attributes according to the authors' conclusions. Additionally, information about the availability of the whole-genome sequence (WGS) of strains is included in the database. Overall, the Probio-ichnos database aims to streamline the navigation of the available literature to facilitate targeted validation and comparative investigation of the probiotic properties of the microbial strains.
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Affiliation(s)
- Margaritis Tsifintaris
- Department of Molecular Biology and Genetics, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (M.T.); (D.E.K.); (P.R.); (C.S.K.); (I.K.)
| | - Despoina Eugenia Kiousi
- Department of Molecular Biology and Genetics, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (M.T.); (D.E.K.); (P.R.); (C.S.K.); (I.K.)
| | - Panagiotis Repanas
- Department of Molecular Biology and Genetics, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (M.T.); (D.E.K.); (P.R.); (C.S.K.); (I.K.)
| | - Christina S. Kamarinou
- Department of Molecular Biology and Genetics, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (M.T.); (D.E.K.); (P.R.); (C.S.K.); (I.K.)
- Institute of Technology of Agricultural Products, Hellenic Agricultural Organization—DIMITRA, 14123 Lycovrissi, Greece
| | - Ioannis Kavakiotis
- Department of Molecular Biology and Genetics, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (M.T.); (D.E.K.); (P.R.); (C.S.K.); (I.K.)
| | - Alex Galanis
- Department of Molecular Biology and Genetics, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (M.T.); (D.E.K.); (P.R.); (C.S.K.); (I.K.)
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Walsh C, Vanderburgh C, Grant L, Katz E, Kliebenstein DJ, Fierer N. Microbial terroir: associations between soil microbiomes and the flavor chemistry of mustard (Brassica juncea). THE NEW PHYTOLOGIST 2024; 243:1951-1965. [PMID: 38553428 DOI: 10.1111/nph.19708] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 03/05/2024] [Indexed: 08/02/2024]
Abstract
Here, we characterized the independent role of soil microbiomes (bacterial and fungal communities) in determining the flavor chemistry of harvested mustard seed (Brassica juncea). Given the known impacts of soil microbial communities on various plant characteristics, we hypothesized that differences in rhizosphere microbiomes would result in differences in seed flavor chemistry (glucosinolate content). In a glasshouse study, we introduced distinct soil microbial communities to mustard plants growing in an otherwise consistent environment. At the end of the plant life cycle, we characterized the rhizosphere and root microbiomes and harvested produced mustard seeds for chemical characterization. Specifically, we measured the concentrations of glucosinolates, secondary metabolites known to create spicy and bitter flavors. We examined associations between rhizosphere microbial taxa or genes and seed flavor chemistry. We identified links between the rhizosphere microbial community composition and the concentration of the main glucosinolate, allyl, in seeds. We further identified specific rhizosphere taxa predictive of seed allyl concentration and identified bacterial functional genes, namely genes for sulfur metabolism, which could partly explain the observed associations. Together, this work offers insight into the potential influence of the belowground microbiome on the flavor of harvested crops.
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Affiliation(s)
- Corinne Walsh
- Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO, 80309, USA
- Department of Ecology and Evolutionary Biology, University of Colorado Boulder, Boulder, CO, 80309, USA
| | - Caihong Vanderburgh
- Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO, 80309, USA
| | - Lady Grant
- Department of Soil and Crop Sciences, Colorado State University, Fort Collins, CO, 80523, USA
| | - Ella Katz
- Department of Plant Sciences, University of California Davis, Davis, CA, 95616, USA
| | | | - Noah Fierer
- Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO, 80309, USA
- Department of Ecology and Evolutionary Biology, University of Colorado Boulder, Boulder, CO, 80309, USA
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Singh S, Shyu DJH. Perspective on utilization of Bacillus species as plant probiotics for different crops in adverse conditions. AIMS Microbiol 2024; 10:220-238. [PMID: 38525044 PMCID: PMC10955172 DOI: 10.3934/microbiol.2024011] [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: 11/23/2023] [Revised: 02/21/2024] [Accepted: 02/22/2024] [Indexed: 03/26/2024] Open
Abstract
Plant probiotic bacteria are a versatile group of bacteria isolated from different environmental sources to improve plant productivity and immunity. The potential of plant probiotic-based formulations is successfully seen as growth enhancement in economically important plants. For instance, endophytic Bacillus species acted as plant growth-promoting bacteria, influenced crops such as cowpea and lady's finger, and increased phytochemicals in crops such as high antioxidant content in tomato fruits. The present review aims to summarize the studies of Bacillus species retaining probiotic properties and compare them with the conventional fertilizers on the market. Plant probiotics aim to take over the world since it is the time to rejuvenate and restore the soil and achieve sustainable development goals for the future. Comprehensive coverage of all the Bacillus species used to maintain plant health, promote plant growth, and fight against pathogens is crucial for establishing sustainable agriculture to face global change. Additionally, it will give the latest insight into this multifunctional agent with a detailed biocontrol mechanism and explore the antagonistic effects of Bacillus species in different crops.
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Affiliation(s)
- Shubhra Singh
- Department of Tropical Agriculture and International Cooperation, National Pingtung University of Science and Technology, Pingtung 912301, Taiwan
| | - Douglas J. H. Shyu
- Department of Biological Science and Technology, National Pingtung University of Science and Technology, Pingtung 912301, Taiwan
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Abdel-Moghies AH, El-Sehrawy MH, Zakaria AE, Fahmy SM. In vivo application of potent probiotics for enhancing potato growth and controlling Ralstonia solanacearum and Fusarium oxysporum infections. Antonie Van Leeuwenhoek 2024; 117:33. [PMID: 38334837 PMCID: PMC10858073 DOI: 10.1007/s10482-024-01928-2] [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: 03/15/2023] [Accepted: 01/11/2024] [Indexed: 02/10/2024]
Abstract
Plant probiotics are live microbial cells or cultures that support plant growth and control plant pathogens through different mechanisms. They have various effects on plants, including plant growth promotion through the production of indole acetic acid (IAA), biological control activity (BCA), and production of cellulase enzymes, thus inducing systemic resistance and increasing the availability of mineral elements. The present work aimed to study the potential of Achromobacter marplatensis and Bacillus velezensis as plant probiotics for the field cultivation of potatoes. In vitro studies have demonstrated the ability of selected probiotics to produce IAA and cellulase, as well as antimicrobial activity against two plant pathogens that infect Solanum tuberosum as Fusarium oxysporum and Ralstonia solanacearum under different conditions at a broad range of different temperatures and pH values. In vivo study of the effects of the probiotics A. marplatensis and B. velezensis on S. tuberosum plants grown in sandy clay loamy soil was detected after cultivation for 90 days. Probiotic isolates A. marplatensis and B. velezensis were able to tolerate ultraviolet radiation (UV) exposure for up to two hours, the dose response curve exhibited that the D10 values of A. marplatensis and B. velezensis were 28 and 16 respectively. In the case of loading both probiotics with broth, the shoot dry weight was increased significantly from 28 in the control to 50 g, shoot length increased from 24 to 45.7 cm, branches numbers increased from 40 to 70 branch, leaves number increased from 99 to 130 leaf, root dry weight increased from 9.3 to 12.9 g, root length increased from 24 to 35.7 cm, tuber weight increased from 15 to 37.0 g and tubers number increased from 9 to 24.4 tuber, the rot percentage was reduced to 0%. The addition of both probiotic isolates, either broth or wheat grains load separately has enhanced all the growth parameters; however, better results and increased production were in favor of adding probiotics with broth more than wheat. On the other hand, both probiotics showed a remarkable protective effect against potato pathogens separately and reduced the negative impact of the infection using them together.
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Affiliation(s)
- Ahmed Hamdy Abdel-Moghies
- Radiation Microbiology Department, National Center for Research and Radiation Technology, Egyptian Atomic Energy Authority, Cairo, Egypt.
| | | | - Abeer Emam Zakaria
- Radiation Microbiology Department, National Center for Research and Radiation Technology, Egyptian Atomic Energy Authority, Cairo, Egypt
| | - Shimaa Mohamed Fahmy
- Radiation Microbiology Department, National Center for Research and Radiation Technology, Egyptian Atomic Energy Authority, Cairo, Egypt
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Osborne OG, Jiménez RR, Byrne AQ, Gratwicke B, Ellison A, Muletz-Wolz CR. Phylosymbiosis shapes skin bacterial communities and pathogen-protective function in Appalachian salamanders. THE ISME JOURNAL 2024; 18:wrae104. [PMID: 38861457 PMCID: PMC11195472 DOI: 10.1093/ismejo/wrae104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 05/09/2024] [Accepted: 06/10/2024] [Indexed: 06/13/2024]
Abstract
Phylosymbiosis is an association between host-associated microbiome composition and host phylogeny. This pattern can arise via the evolution of host traits, habitat preferences, diets, and the co-diversification of hosts and microbes. Understanding the drivers of phylosymbiosis is vital for modelling disease-microbiome interactions and manipulating microbiomes in multi-host systems. This study quantifies phylosymbiosis in Appalachian salamander skin in the context of infection by the fungal pathogen Batrachochytrium dendrobatidis (Bd), while accounting for environmental microbiome exposure. We sampled ten salamander species representing >150M years of divergence, assessed their Bd infection status, and analysed their skin and environmental microbiomes. Our results reveal a significant signal of phylosymbiosis, whereas the local environmental pool of microbes, climate, geography, and Bd infection load had a smaller impact. Host-microbe co-speciation was not evident, indicating that the effect stems from the evolution of host traits influencing microbiome assembly. Bd infection is correlated with host phylogeny and the abundance of Bd-inhibitory bacterial strains, suggesting that the long-term evolutionary dynamics between salamander hosts and their skin microbiomes affect the present-day distribution of the pathogen, along with habitat-linked exposure risk. Five Bd-inhibitory bacterial strains showed unusual generalism: occurring in most host species and habitats. These generalist strains may enhance the likelihood of probiotic manipulations colonising and persisting on hosts. Our results underscore the substantial influence of host-microbiome eco-evolutionary dynamics on environmental health and disease outcomes.
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Affiliation(s)
- Owen G Osborne
- School of Environmental and Natural Sciences, Bangor University, Deiniol Road, Bangor, Gwynedd LL57 2DG, United Kingdom
| | - Randall R Jiménez
- Center for Conservation Genomics, Smithsonian’s National Zoological Park and Conservation Biology Institute, Washington, DC 20008, United States
- International Union for Conservation of Nature, C. 39, Los Yoses, San Jose, 146-2150, Costa Rica
| | - Allison Q Byrne
- Center for Conservation Genomics, Smithsonian’s National Zoological Park and Conservation Biology Institute, Washington, DC 20008, United States
- Department of Environmental Science, Policy and Management, University of California, Berkeley, CA 94720-3114, United States
| | - Brian Gratwicke
- Center for Species Survival, Smithsonian’s National Zoological Park and Conservation Biology Institute, Front Royal, VA 22630, United States
| | - Amy Ellison
- School of Environmental and Natural Sciences, Bangor University, Deiniol Road, Bangor, Gwynedd LL57 2DG, United Kingdom
| | - Carly R Muletz-Wolz
- Center for Conservation Genomics, Smithsonian’s National Zoological Park and Conservation Biology Institute, Washington, DC 20008, United States
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Microbials for Agriculture: Why Do They Call Them Biostimulants When They Mean Probiotics? Microorganisms 2023; 11:microorganisms11010153. [PMID: 36677445 PMCID: PMC9867170 DOI: 10.3390/microorganisms11010153] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 12/28/2022] [Accepted: 01/02/2023] [Indexed: 01/11/2023] Open
Abstract
There is growing interest in using plant-beneficial microorganisms to partially replace chemicals and help reduce the environmental impact of agriculture. Formulated microbial products or inoculants for agriculture contain single strains or a consortium of live microbes, well characterized and biosafe, which can contribute to the growth, health, and development of a plant host. This concept conforms to the definition of probiotics. However, some plant-growth-promoting microorganisms (PGPMs) have been considered a category of biostimulants since some years ago, despite the traditional concept of biostimulants involves substances or materials with no fertilizer value, which in minute amounts promote plant growth. The inclusion of PGPMs together with substances has also involved a significant distortion of the classical concept of biostimulants. Regulations such as the recent EU Fertilizing Products Regulation (EU No. 2019/1009) have incorporated the new definition of biostimulants and included microbials as a subcategory of biostimulants. We discuss that this regulation and the forthcoming European harmonized standards disregard some key features of microbial products, such as the live, true biological nature of their active principles. The factors that determine the complex functional compatibility of plant-microbe associations, and important biosafety issues that concern the intentional release of microbes into the environment, seem to be also ignored. We anticipate that by equating microbials to chemicals, the biological nature of microbial products and their specific requirements will be underestimated, with pernicious consequences for their future development and success.
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Łata B, Żakowska-Biemans S, Wrona D. Apple Antioxidant Properties as an Effect of N Dose and Rate-Mycorrhization Involvement: A Long-Term Study. Antioxidants (Basel) 2022; 11:antiox11122446. [PMID: 36552654 PMCID: PMC9774935 DOI: 10.3390/antiox11122446] [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: 10/26/2022] [Revised: 12/07/2022] [Accepted: 12/09/2022] [Indexed: 12/14/2022] Open
Abstract
The genetic and/or the agronomic approaches are two main ways to enhance concentrations of biologically active compounds in fruits and vegetables. In this study, the apple antioxidant status was evaluated from the second to the fourth year after planting in relation to an increasing N-dose applied-with or without plant microbial inoculation in the field conditions. Cultivar 'Šampion Arno' was selected to test these relationships. In the growing season, N treatment and inoculation effects were monitored for the apple peel total phenolics and selected individual phenolic compounds ((+)-catechin, (-)-epicatechin, chlorogenic and caffeic acids, rutin and phloridzin) and total ascorbate concentration. Additionally, as an environmental stress marker measurement of glutathione reductase, ascorbate peroxidase and catalase activity were conducted. The year effect was most pronounced, while the N or applied inoculum effects were much weaker. Great differences in antioxidative enzyme activity and phenolic concentrations between years were revealed. Nitrogen fertilization reduced the fruit's global phenolic accumulation compared to the control, but the N-effect varied depending on individual phenolic compounds, N dose and N application method. None of the tested factors influenced the ascorbate concentration. There was a certain tendency to increase antioxidant properties in the control group (without mineral N fertilization) but with the application of bio-fertilizer, which may seem promising for future research in this scope.
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Affiliation(s)
- Barbara Łata
- Section of Basic Sciences in Horticulture, Institute of Horticultural Sciences, Warsaw University of Life Sciences—SGGW, Nowoursynowska 159, 02-776 Warsaw, Poland
| | - Sylwia Żakowska-Biemans
- Department of Food Market Research and Consumption, Institute of Human Nutrition Sciences, Warsaw University of Life Sciences—SGGW, Nowoursynowska 159c, 02-776 Warsaw, Poland
- Correspondence:
| | - Dariusz Wrona
- Department of Pomology and Horticulture Economics, Institute of Horticultural Sciences, Warsaw University of Life Sciences—SGGW, Nowoursynowska 159, 02-776 Warsaw, Poland
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Dasgan HY, Aldiyab A, Elgudayem F, Ikiz B, Gruda NS. Effect of biofertilizers on leaf yield, nitrate amount, mineral content and antioxidants of basil (Ocimum basilicum L.) in a floating culture. Sci Rep 2022; 12:20917. [PMID: 36463305 PMCID: PMC9719523 DOI: 10.1038/s41598-022-24799-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 11/21/2022] [Indexed: 12/07/2022] Open
Abstract
Hydroponics is one of the systems in agriculture which reinforce productivity by controlling environmental and growing conditions. In this study, we evaluated the effect of three bio-fertilizers, namely bacteria, micro-algae, and mycorrhiza, on basil leaf yield and quality (Ocimum basilicum L.) in a floating culture system. Soil has rich amounts of beneficial microorganisms, supporting plant nutrition, producing phytohormones, controlling phytopathogens, and improving soil structure. However, soilless culture usually contains no beneficial microorganisms if we do not include them in the system. This study aims to evaluate the response of three bio-fertilizers where mineral fertilizers are reduced by 50%. Considering the total harvest data, bacteria, mycorrhiza, and micro-algae treatments increased basil yield compared to 50% control by about 18.94%, 13.94%, and 5.72%, respectively. The maximum total yield and leaf area were recorded using bacteria with 2744 g m-2 and 1528 cm2 plant-1. Plants with mycorrhiza achieved the highest number of leaves and branches, with 94.3 leaves plant-1 and 24.50 branches plant-1, respectively. It was observed that this bio-fertilizer increased the formation of lateral branches in the basil plant without thickening its stems. In addition, bacteria and mycorrhiza induced the highest percentage of dry matter and total soluble solids. The effect of bio-fertilizers on basil leaf EC and pH was insignificant for all the treatments at different harvest periods (p < 0.05). Using bio-fertilizers enhanced the intake of nutrients N (nitrogen), P (phosphorus), K (potassium), Ca (calcium), Mg (magnesium), Fe (iron), Mn (manganese), Zn (zinc), and Cu (copper). Using bio-fertilizers represents a promising and environmentally friendly approach to increasing crop yields and ameliorating quality and antioxidant compounds with fewer resources. An application of bio-fertilizers in hydroponic cultivation of basil cv. 'Dino' reduced the need for mineral fertilizers. At the same time, bio-fertilizers affected an increased plant yield and improved product quality. Furthermore, the bacteria had a pronounced enhancing effect on the increase of phenol and flavonoids in the leaves of basil plants.
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Affiliation(s)
- Hayriye Yildiz Dasgan
- grid.98622.370000 0001 2271 3229Department of Horticulture Science, Faculty of Agriculture, University of Cukurova, 01330 Adana, Turkey
| | - Abdullah Aldiyab
- grid.98622.370000 0001 2271 3229Department of Horticulture Science, Faculty of Agriculture, University of Cukurova, 01330 Adana, Turkey
| | - Farah Elgudayem
- grid.98622.370000 0001 2271 3229Department of Horticulture Science, Faculty of Agriculture, University of Cukurova, 01330 Adana, Turkey ,grid.412124.00000 0001 2323 5644Laboratory of Ecosystems and Biodiversity in Arid Areas in Tunisia, Department of Life Sciences, Faculty of Sciences of Sfax, University of Sfax, 3000 Sfax, Tunisia
| | - Boran Ikiz
- grid.98622.370000 0001 2271 3229Department of Horticulture Science, Faculty of Agriculture, University of Cukurova, 01330 Adana, Turkey
| | - Nazim S. Gruda
- grid.10388.320000 0001 2240 3300Institute of Plant Sciences and Resource Conservation, Division of Horticultural Sciences, University of Bonn, Bonn, Germany
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Vaitiekūnaitė D, Bružaitė I, Snitka V. Endophytes from blueberry (Vaccinium sp.) fruit: Characterization of yeast and bacteria via label-free surface-enhanced Raman spectroscopy (SERS). SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2022; 275:121158. [PMID: 35334429 DOI: 10.1016/j.saa.2022.121158] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 03/06/2022] [Accepted: 03/11/2022] [Indexed: 06/14/2023]
Abstract
Blueberries (Vaccinium sp.) are consumed all around the globe, however, their endophytic community has not been thoroughly researched, specifically their fruit endophytes. We aimed to isolate and analyze easily cultivable blueberry fruit endophytes to help in future research, concerning probiotic microorganisms. Twelve strains were isolated in this pilot study, genetically homologous with Staphylococcus hominis, Staphylococcus cohnii, Salmonella enterica, Leuconostoc mesenteroides, and [Candida] santamariae. To determine the molecular composition of these isolates we used label-free surface-enhanced Raman spectroscopy (SERS). To our knowledge, this is the first time that SERS spectra for L. mesenteroides and C. santamariae are presented, as well as the first report of Candida yeast, isolated specifically from blueberry fruits. Our findings suggest that the differences in tested yeast and bacteria SERS spectra and subsequent differentiation are facilitated by minor shifts in spectral peak positions as well as their intensities. Moreover, we used principal component and discriminant function analyses to differentiate chemotypes within our isolate group, proving the sensitivity of the technique and its usefulness to recognize different strains in plant-associated microbe samples, which will aid to streamline future studies in biofertilizers and biocontrol agents.
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Affiliation(s)
- Dorotėja Vaitiekūnaitė
- Lithuanian Research Centre for Agriculture and Forestry, Laboratory of Forest Plant Biotechnology, Institute of Forestry, Liepu st. 1, LT-53101 Girionys, Lithuania.
| | - Ingrida Bružaitė
- Department of Chemistry and Bioengineering, Faculty of Fundamental Sciences, Vilnius Gediminas Technical University, Sauletekio av. 11, LT-10223 Vilnius, Lithuania.
| | - Valentinas Snitka
- Research Center for Microsystems and Nanotechnology, Kaunas University of Technology, Studentu str. 65, LT-51369 Kaunas, Lithuania.
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Gavelienė V, Jurkonienė S. Probiotics Enhance Cereal Yield and Quality and Modify Agrochemical Soil Properties. Microorganisms 2022; 10:microorganisms10071277. [PMID: 35888996 PMCID: PMC9318650 DOI: 10.3390/microorganisms10071277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 06/20/2022] [Accepted: 06/22/2022] [Indexed: 02/04/2023] Open
Abstract
The aim of this study was to determine the influence of microbial biostimulants on wheat and oat growth, grain yield, and grain quality and to evaluate the influence of these probiotics on some soil agrochemical traits in the open field. Active concentrations of ProbioHumus and NaturGel and their mixtures were selected under laboratory conditions using winter wheat as a reference plant. Probiotics had a biostimulating effect on the development of the underground and aboveground part of winter wheat when 2 µL/g was used for seed priming and 2 mL/100 mL for seedling spraying. Under field conditions, after treatment of soil (2 L/ha), wheat and oat seeds (2 L/t), and plants (2 L/ha) with ProbioHumus and NaturGel, it was found that the yield of the studied cereals increased, on average, by 0.50 t/ha to 1.09 t/ha. ProbioHumus promoted protein accumulation in the investigated cereal grains. The level of microelements in wheat and oat grains increased after treatment of plants with NaturGel. Probiotics improved soil agrochemical properties, such as total and nitrate nitrogen, total and available phosphorus, organic carbon, humic acid, and humus content. In conclusion, plant probiotics can be used as an ecological alternative for growing cereals and improving the agrochemical properties of the soil.
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Harutyunyan N, Kushugulova A, Hovhannisyan N, Pepoyan A. One Health Probiotics as Biocontrol Agents: One Health Tomato Probiotics. PLANTS (BASEL, SWITZERLAND) 2022; 11:plants11101334. [PMID: 35631758 PMCID: PMC9145216 DOI: 10.3390/plants11101334] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 05/08/2022] [Accepted: 05/08/2022] [Indexed: 05/06/2023]
Abstract
Tomato (Lycopersicon esculentum) is one of the most popular and valuable vegetables in the world. The most common products of its industrial processing in the food industry are juice, tomato paste, various sauces, canned or sun-dried fruits and powdered products. Tomato fruits are susceptible to bacterial diseases, and bacterial contamination can be a risk factor for the safety of processed tomato products. Developments in bioinformatics allow researchers to discuss target probiotic strains from an existing large number of probiotic strains for any link in the soil-plant-animal-human chain. Based on the literature and knowledge on the "One Health" concept, this study relates to the suggestion of a new term for probiotics: "One Health probiotics", beneficial for the unity of people, animals, and the environment. Strains of Lactiplantibacillus plantarum, having an ability to ferment a broad spectrum of plant carbohydrates, probiotic effects in human, and animal health, as well as being found in dairy products, vegetables, sauerkraut, pickles, some cheeses, fermented sausages, fish products, and rhizospheric soil, might be suggested as one of the probable candidates for "One Health" probiotics (also, for "One Health-tomato" probiotics) for the utilization in agriculture, food processing, and healthcare.
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Affiliation(s)
- Natalya Harutyunyan
- Food Safety and Biotechnology Department, Armenian National Agrarian University, 74 Teryan St., Yerevan 0009, Armenia;
| | - Almagul Kushugulova
- Laboratory of Human Microbiome and Longevity, Center for Life Sciences, National Laboratory Astana, Nazarbayev University, 53 Kabanbay Batyr Ave., Nur-Sultan 010000, Kazakhstan;
| | - Narine Hovhannisyan
- Plant Origin Raw Material Processing Technology Department, Armenian National Agrarian University, 74 Teryan St., Yerevan 0009, Armenia;
| | - Astghik Pepoyan
- Food Safety and Biotechnology Department, Armenian National Agrarian University, 74 Teryan St., Yerevan 0009, Armenia;
- Correspondence: ; Tel.: +374-91-432-493
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Mockevičiūtė R, Jurkonienė S, Gavelienė V, Jankovska-Bortkevič E, Šocik B, Armalytė G, Budrys R. Effects Induced by the Agricultural Application of Probiotics on Antioxidant Potential of Strawberries. PLANTS 2022; 11:plants11060831. [PMID: 35336715 PMCID: PMC8955509 DOI: 10.3390/plants11060831] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 03/04/2022] [Accepted: 03/17/2022] [Indexed: 11/16/2022]
Abstract
With the recent rapid development of the functional food sector, agriculture is looking for alternatives to improve the quality of food grown by limiting chemical fertilizers. This study evaluated the effects of two commercial plant probiotics, ProbioHumus and NaturGel, on the growth and quality of strawberry fruits. Strawberry plants were sprayed with microbial probiotics twice a year: after harvesting at the beginning of dormancy and at the stage of leaf development. Spray applications of ProbioHumus, NaturGel, and NaturGel + ProbioHumus in the organic farm fields significantly increased the fresh fruit weight up to 42%, 35%, and 37%, respectively, compared to the non-treated control. An increase in the weight of fresh strawberry fruits may be associated with an increase in dry matter accumulation. The probiotics had a positive effect on the total content of phenols, anthocyanins, and especially ascorbic acid in strawberry fruits. The increase in ascorbic acid in strawberry fruits was up to 97% compared to the non-treated control. The fruits from plants inoculated with probiotics showed significantly higher antioxidant activity. In summary, ProbioHumus and NaturGel are effective tools for improving the quality of strawberries and can be exploited in sustainable agriculture as a tool for adding value to functional food.
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Affiliation(s)
- Rima Mockevičiūtė
- Nature Research Centre, Institute of Botany, Laboratory of Plant Physiology, Akademijos Street 2, LT-08412 Vilnius, Lithuania; (S.J.); (V.G.); (E.J.-B.); (B.Š.); (G.A.)
- Correspondence: ; Tel.: +37-05-272-9047
| | - Sigita Jurkonienė
- Nature Research Centre, Institute of Botany, Laboratory of Plant Physiology, Akademijos Street 2, LT-08412 Vilnius, Lithuania; (S.J.); (V.G.); (E.J.-B.); (B.Š.); (G.A.)
| | - Virgilija Gavelienė
- Nature Research Centre, Institute of Botany, Laboratory of Plant Physiology, Akademijos Street 2, LT-08412 Vilnius, Lithuania; (S.J.); (V.G.); (E.J.-B.); (B.Š.); (G.A.)
| | - Elžbieta Jankovska-Bortkevič
- Nature Research Centre, Institute of Botany, Laboratory of Plant Physiology, Akademijos Street 2, LT-08412 Vilnius, Lithuania; (S.J.); (V.G.); (E.J.-B.); (B.Š.); (G.A.)
| | - Božena Šocik
- Nature Research Centre, Institute of Botany, Laboratory of Plant Physiology, Akademijos Street 2, LT-08412 Vilnius, Lithuania; (S.J.); (V.G.); (E.J.-B.); (B.Š.); (G.A.)
| | - Gabija Armalytė
- Nature Research Centre, Institute of Botany, Laboratory of Plant Physiology, Akademijos Street 2, LT-08412 Vilnius, Lithuania; (S.J.); (V.G.); (E.J.-B.); (B.Š.); (G.A.)
| | - Rimas Budrys
- Baltic Probiotics, Bakery, Rucavas Parish, LV-3477 South Kurzeme Region, Latvia;
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Darriaut R, Lailheugue V, Masneuf-Pomarède I, Marguerit E, Martins G, Compant S, Ballestra P, Upton S, Ollat N, Lauvergeat V. Grapevine rootstock and soil microbiome interactions: Keys for a resilient viticulture. HORTICULTURE RESEARCH 2022; 9:uhac019. [PMID: 35184168 PMCID: PMC8985100 DOI: 10.1093/hr/uhac019] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 12/18/2021] [Accepted: 01/17/2022] [Indexed: 05/10/2023]
Abstract
Soil microbiota has increasingly been shown to play an integral role in viticulture resilience. The emergence of new metagenomic and culturomic technologies has led to significant advances in the study of microbial biodiversity. In the agricultural sector, soil and plant microbiomes have been found to significantly improve resistance to environmental stressors and diseases, as well as influencing crop yields and fruit quality thus improving sustainability under shifting environments. Grapevines are usually cultivated as a scion grafted on rootstocks, which are selected according to pedoclimatic conditions and cultural practices, known as terroir. The rootstock connects the surrounding soil to the vine's aerial part and impacts scion growth and berry quality. Understanding rootstock and soil microbiome dynamics is a relevant and important field of study, which may be critical to improve viticulture sustainability and resilience. This review aims to highlight the relationship between grapevine roots and telluric microbiota diversity and activity. In addition, this review explores the concept of core microbiome regarding potential applications of soil microbiome engineering with the goal of enhancing grapevine adaptation to biotic and abiotic stress.
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Affiliation(s)
- Romain Darriaut
- EGFV, Univ. Bordeaux, Bordeaux Sciences Agro, INRAE, ISVV, F-33882, Villenave d'Ornon, France
| | - Vincent Lailheugue
- EGFV, Univ. Bordeaux, Bordeaux Sciences Agro, INRAE, ISVV, F-33882, Villenave d'Ornon, France
| | - Isabelle Masneuf-Pomarède
- Université de Bordeaux,
UMR Oenologie 1366, INRAE, Bordeaux INP, Bordeaux Sciences Agro, ISVV, Villenave d'Ornon, France
- Bordeaux Sciences Agro, 33170 Gradignan, France
| | - Elisa Marguerit
- EGFV, Univ. Bordeaux, Bordeaux Sciences Agro, INRAE, ISVV, F-33882, Villenave d'Ornon, France
| | - Guilherme Martins
- Université de Bordeaux,
UMR Oenologie 1366, INRAE, Bordeaux INP, Bordeaux Sciences Agro, ISVV, Villenave d'Ornon, France
- Bordeaux Sciences Agro, 33170 Gradignan, France
| | - Stéphane Compant
- AIT Austrian Institute of Technology, Center for Health and Bioresources, Bioresources Unit, Konrad Lorenz Straße 24, Tulln, A-3430, Austria
| | - Patricia Ballestra
- Université de Bordeaux,
UMR Oenologie 1366, INRAE, Bordeaux INP, Bordeaux Sciences Agro, ISVV, Villenave d'Ornon, France
| | | | - Nathalie Ollat
- EGFV, Univ. Bordeaux, Bordeaux Sciences Agro, INRAE, ISVV, F-33882, Villenave d'Ornon, France
| | - Virginie Lauvergeat
- EGFV, Univ. Bordeaux, Bordeaux Sciences Agro, INRAE, ISVV, F-33882, Villenave d'Ornon, France
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Ali BM, Ang F, van der Fels-Klerx HJ. Consumer willingness to pay for plant-based foods produced using microbial applications to replace synthetic chemical inputs. PLoS One 2021; 16:e0260488. [PMID: 34874958 PMCID: PMC8651115 DOI: 10.1371/journal.pone.0260488] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 11/10/2021] [Indexed: 11/19/2022] Open
Abstract
Analysis of consumer preferences and willingness-to-pay (WTP) for sustainable foods produced using new agri-food technologies is required to enhance the uptake of innovations that accelerate the transition towards sustainable food systems. Consumers' willingness to buy new food products, with no or limited consumption experience, mainly depends on their food choice motivational orientations (promotion- vs prevention-orientation). The objective of this study was to elicit consumers' WTP for foods that are produced with microbial applications during the plant production phase with the aim to reduce the use of synthetic chemicals in crop farming, as well as to understand the associations of food choice motives, personal and socio-demographic factors with the WTP. We used contingent valuation to elicit consumers' WTP for three food products (wheat bread, consumer potatoes and tomato sauce) through online surveys. Data were collected from 291 consumers, primarily from Italy, Germany and the Netherlands. Descriptive statistics, latent variable modelling and logistic regression were used to analysis data. Results show that more than two-third of the respondents are willing to pay premiums of at least 0.11 euro per kg of food products for reductions in synthetic chemical use by at least 50% due to microbial applications. The amount of WTP increases with the level of reductions in synthetic chemical use. The majority of the respondents are promotion-oriented consumers in relation to their food involvement, and are more likely to pay premiums for the sustainably produced food products. Environmentally concerned consumers are also more likely to pay premiums, whereas health concerned consumers are not. This study contributes to understanding of consumers' attitude and perceived health risks towards foods obtained using microbial applications, and the heterogeneity of their preferences. Results provide insights for identifying potential buyers of foods produced using microbial applications, and to set prices according to the levels of consumers' WTP.
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Affiliation(s)
- Beshir M. Ali
- Business Economics Group, Wageningen University & Research, Wageningen, the Netherlands
| | - Frederic Ang
- Business Economics Group, Wageningen University & Research, Wageningen, the Netherlands
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16
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From Lab to Farm: Elucidating the Beneficial Roles of Photosynthetic Bacteria in Sustainable Agriculture. Microorganisms 2021; 9:microorganisms9122453. [PMID: 34946055 PMCID: PMC8707939 DOI: 10.3390/microorganisms9122453] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 11/16/2021] [Accepted: 11/24/2021] [Indexed: 11/16/2022] Open
Abstract
Photosynthetic bacteria (PSB) possess versatile metabolic abilities and are widely applied in environmental bioremediation, bioenergy production and agriculture. In this review, we summarize examples of purple non-sulfur bacteria (PNSB) through biofertilization, biostimulation and biocontrol mechanisms to promote plant growth. They include improvement of nutrient acquisition, production of phytohormones, induction of immune system responses, interaction with resident microbial community. It has also been reported that PNSB can produce an endogenous 5-aminolevulinic acid (5-ALA) to alleviate abiotic stress in plants. Under biotic stress, these bacteria can trigger induced systemic resistance (ISR) of plants against pathogens. The nutrient elements in soil are significantly increased by PNSB inoculation, thus improving fertility. We share experiences of researching and developing an elite PNSB inoculant (Rhodopseudomonas palustris PS3), including strategies for screening and verifying beneficial bacteria as well as the establishment of optimal fermentation and formulation processes for commercialization. The effectiveness of PS3 inoculants for various crops under field conditions, including conventional and organic farming, is presented. We also discuss the underlying plant growth-promoting mechanisms of this bacterium from both microbial and plant viewpoints. This review improves our understanding of the application of PNSB in sustainable crop production and could inspire the development of diverse inoculants to overcome the changes in agricultural environments created by climate change.
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Plant Microbial Biostimulants as a Promising Tool to Enhance the Productivity and Quality of Carrot Root Crops. Microorganisms 2021; 9:microorganisms9091850. [PMID: 34576744 PMCID: PMC8471447 DOI: 10.3390/microorganisms9091850] [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: 07/24/2021] [Revised: 08/26/2021] [Accepted: 08/26/2021] [Indexed: 11/20/2022] Open
Abstract
The interest in studies focused on applying probiotic microorganisms is increasing due to sustainable agriculture development. In this research, we aimed to evaluate the impact of two commercial plant probiotics—ProbioHumus and NaturGel on carrot growth, yield, and quality in organic and nonorganic production systems. The research was carried out under laboratory and field conditions. Plants were treated with probiotics (2 L/ha) at the nine leaves stage. Biometrical measurements and chemical analyses were performed at a maturation stage. The average weight of carrot roots increased by 17 and 20 g in the test variant with ProbioHumus as compared to the control in the organic and nonorganic farms, respectively. Plant microbial biostimulants ProbioHumus and NaturGel had a positive effect on the quality of carrots from organic and nonorganic farms: applied in couple they promoted the accumulation of monosaccharides, ascorbic acid, carotenoids, phenols, and increased antioxidant activity. Quantitative nitrate analysis regardless of the biostimulant used revealed about twofold lower nitrate content of carrots from organic than nonorganic farms, and probiotics did not show a significant effect on nitrate accumulation. Finally, ProbioHumus and NaturGel were effective at low doses. The use of microbial biostimulants can be recommended as an element of cultivation for creating ecologically friendly technologies.
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Sangiorgio D, Cellini A, Spinelli F, Farneti B, Khomenko I, Muzzi E, Savioli S, Pastore C, Rodriguez-Estrada MT, Donati I. Does Organic Farming Increase Raspberry Quality, Aroma and Beneficial Bacterial Biodiversity? Microorganisms 2021; 9:microorganisms9081617. [PMID: 34442697 PMCID: PMC8400319 DOI: 10.3390/microorganisms9081617] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 06/24/2021] [Accepted: 07/02/2021] [Indexed: 12/27/2022] Open
Abstract
Plant-associated microbes can shape plant phenotype, performance, and productivity. Cultivation methods can influence the plant microbiome structure and differences observed in the nutritional quality of differently grown fruits might be due to variations in the microbiome taxonomic and functional composition. Here, the influence of organic and integrated pest management (IPM) cultivation on quality, aroma and microbiome of raspberry (Rubus idaeus L.) fruits was evaluated. Differences in the fruit microbiome of organic and IPM raspberry were examined by next-generation sequencing and bacterial isolates characterization to highlight the potential contribution of the resident-microflora to fruit characteristics and aroma. The cultivation method strongly influenced fruit nutraceutical traits, aroma and epiphytic bacterial biocoenosis. Organic cultivation resulted in smaller fruits with a higher anthocyanidins content and lower titratable acidity content in comparison to IPM berries. Management practices also influenced the amounts of acids, ketones, aldehydes and monoterpenes, emitted by fruits. Our results suggest that the effects on fruit quality could be related to differences in the population of Gluconobacter, Sphingomonas, Rosenbergiella, Brevibacillus and Methylobacterium on fruit. Finally, changes in fruit aroma can be partly explained by volatile organic compounds (VOCs) emitted by key bacterial genera characterizing organic and IPM raspberry fruits.
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Affiliation(s)
- Daniela Sangiorgio
- Department of Agricultural and Food Sciences, University of Bologna, 40127 Bologna, Italy; (D.S.); (A.C.); (E.M.); (S.S.); (C.P.); (M.T.R.-E.); (I.D.)
| | - Antonio Cellini
- Department of Agricultural and Food Sciences, University of Bologna, 40127 Bologna, Italy; (D.S.); (A.C.); (E.M.); (S.S.); (C.P.); (M.T.R.-E.); (I.D.)
| | - Francesco Spinelli
- Department of Agricultural and Food Sciences, University of Bologna, 40127 Bologna, Italy; (D.S.); (A.C.); (E.M.); (S.S.); (C.P.); (M.T.R.-E.); (I.D.)
- Correspondence: ; Tel.: +39-051-2096443
| | - Brian Farneti
- Research and Innovation Center, Fondazione Edmund Mach, 38010 San Michele all’Adige, Italy; (B.F.); (I.K.)
| | - Iuliia Khomenko
- Research and Innovation Center, Fondazione Edmund Mach, 38010 San Michele all’Adige, Italy; (B.F.); (I.K.)
| | - Enrico Muzzi
- Department of Agricultural and Food Sciences, University of Bologna, 40127 Bologna, Italy; (D.S.); (A.C.); (E.M.); (S.S.); (C.P.); (M.T.R.-E.); (I.D.)
| | - Stefano Savioli
- Department of Agricultural and Food Sciences, University of Bologna, 40127 Bologna, Italy; (D.S.); (A.C.); (E.M.); (S.S.); (C.P.); (M.T.R.-E.); (I.D.)
| | - Chiara Pastore
- Department of Agricultural and Food Sciences, University of Bologna, 40127 Bologna, Italy; (D.S.); (A.C.); (E.M.); (S.S.); (C.P.); (M.T.R.-E.); (I.D.)
| | - María Teresa Rodriguez-Estrada
- Department of Agricultural and Food Sciences, University of Bologna, 40127 Bologna, Italy; (D.S.); (A.C.); (E.M.); (S.S.); (C.P.); (M.T.R.-E.); (I.D.)
| | - Irene Donati
- Department of Agricultural and Food Sciences, University of Bologna, 40127 Bologna, Italy; (D.S.); (A.C.); (E.M.); (S.S.); (C.P.); (M.T.R.-E.); (I.D.)
- Zespri Fresh Produce, 40132 Bologna, Italy
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Koskey G, Mburu SW, Awino R, Njeru EM, Maingi JM. Potential Use of Beneficial Microorganisms for Soil Amelioration, Phytopathogen Biocontrol, and Sustainable Crop Production in Smallholder Agroecosystems. FRONTIERS IN SUSTAINABLE FOOD SYSTEMS 2021. [DOI: 10.3389/fsufs.2021.606308] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Smallholder agroecosystems play a key role in the world's food security providing more than 50% of the food produced globally. These unique agroecosystems face a myriad of challenges and remain largely unsupported, yet they are thought to be a critical resource for feeding the projected increasing human population in the coming years. The new challenge to increase food production through agricultural intensification in shrinking per capita arable lands, dwindling world economies, and unpredictable climate change, has led to over-dependence on agrochemical inputs that are often costly and hazardous to both human and animal health and the environment. To ensure healthy crop production approaches, the search for alternative ecofriendly strategies that best fit to the smallholder systems have been proposed. The most common and widely accepted solution that has gained a lot of interest among researchers and smallholder farmers is the use of biological agents; mainly plant growth promoting microorganisms (PGPMs) that provide essential agroecosystem services within a holistic vision of enhancing farm productivity and environmental protection. PGPMs play critical roles in agroecological cycles fundamental for soil nutrient amelioration, crop nutrient improvement, plant tolerance to biotic and abiotic stresses, biocontrol of pests and diseases, and water uptake. This review explores different research strategies involving the use of beneficial microorganisms, within the unique context of smallholder agroecosystems, to promote sustainable maintenance of plant and soil health and enhance agroecosystem resilience against unpredictable climatic perturbations.
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Epiphytic Microbial Diversity of Vitis vinifera Fructosphere: Present Status and Potential Applications. Curr Microbiol 2021; 78:1086-1098. [PMID: 33630126 DOI: 10.1007/s00284-021-02385-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Accepted: 02/07/2021] [Indexed: 10/22/2022]
Abstract
Vineyard provides an apt environment for growth of different types of microorganisms. The microbial domain is greatly affected by changing climatic conditions, geographical region, water activity, agricultural practices, presence of different pathogens and various pests. Grapevine microbial diversity is also affected by different stages of plant growth. Epiphytic berry microflora is specifically influenced by developmental phases and plays an important role in winemaking which is studied extensively. However, very little information is available about microbial community associated with table grape berries, which are consumed as fresh fruits. Moreover, our knowledge about the important role played by these microbes is precise and their scope might be larger than what is existing in the public domain. A systematic study on effect of developmental stages of table grape berries on microbial diversity would provide new insights for exploring the applicability of these microbes in plant growth, crop protection and bioremediation. In this review, we propose an effort to relate the developmental stages of grape berry with microbial consortium present and at the same time discuss the possible applications of these microbes in plant protection and biodegradation.
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Llauradó Maury G, Méndez Rodríguez D, Hendrix S, Escalona Arranz JC, Fung Boix Y, Pacheco AO, García Díaz J, Morris-Quevedo HJ, Ferrer Dubois A, Aleman EI, Beenaerts N, Méndez-Santos IE, Orberá Ratón T, Cos P, Cuypers A. Antioxidants in Plants: A Valorization Potential Emphasizing the Need for the Conservation of Plant Biodiversity in Cuba. Antioxidants (Basel) 2020; 9:E1048. [PMID: 33121046 PMCID: PMC7693031 DOI: 10.3390/antiox9111048] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 10/21/2020] [Accepted: 10/23/2020] [Indexed: 12/15/2022] Open
Abstract
Plants are phytochemical hubs containing antioxidants, essential for normal plant functioning and adaptation to environmental cues and delivering beneficial properties for human health. Therefore, knowledge on the antioxidant potential of different plant species and their nutraceutical and pharmaceutical properties is of utmost importance. Exploring this scientific research field provides fundamental clues on (1) plant stress responses and their adaptive evolution to harsh environmental conditions and (2) (new) natural antioxidants with a functional versatility to prevent and treat human pathologies. These natural antioxidants can be valorized via plant-derived foods and products. Cuba contains an enormously rich plant biodiversity harboring a great antioxidant potential. Besides opening new avenues for the implementation of sustainable agroecological practices in crop production, it will also contribute to new strategies to preserve plant biodiversity and simultaneously improve nature management policies in Cuba. This review provides an overview on the beneficial properties of antioxidants for plant protection and human health and is directed to the valorization of these plant antioxidants, emphasizing the need for biodiversity conservation.
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Affiliation(s)
- Gabriel Llauradó Maury
- Centre of Studies for Industrial Biotechnology (CEBI), University of Oriente, Avenida Patricio Lumumba s/n, Reparto Jiménez, Santiago de Cuba CP 90500, Cuba; (G.L.M.); (H.J.M.-Q.); (T.O.R.)
| | - Daniel Méndez Rodríguez
- Faculty of Applied Sciences, University of Camagüey, Carretera Circunvalación Norte, km 5 ½, Camagüey CP 70100, Cuba; (D.M.R.); (I.E.M.-S.)
- Centre for Environmental Sciences, Campus Diepenbeek, Hasselt University, Agoralaan Building D, BE-3590 Diepenbeek, Belgium; (S.H.); (N.B.)
- Laboratory for Microbiology, Parasitology and Hygiene (LMPH), University of Antwerp, Universiteitsplein 1, BE-2610 Antwerp, Belgium
| | - Sophie Hendrix
- Centre for Environmental Sciences, Campus Diepenbeek, Hasselt University, Agoralaan Building D, BE-3590 Diepenbeek, Belgium; (S.H.); (N.B.)
| | - Julio César Escalona Arranz
- Pharmacy Department, University of Oriente, Avenida Patricio Lumumba s/n, Reparto Jiménez, Santiago de Cuba CP 90500, Cuba; (J.C.E.A.); (A.O.P.); (J.G.D.)
| | - Yilan Fung Boix
- National Center of Applied Electromagnetism, University of Oriente, Avenida Las Américas s/n, P.O. Box 4078, Santiago de Cuba CP 90400, Cuba; (Y.F.B.); (A.F.D.); (E.I.A.)
| | - Ania Ochoa Pacheco
- Pharmacy Department, University of Oriente, Avenida Patricio Lumumba s/n, Reparto Jiménez, Santiago de Cuba CP 90500, Cuba; (J.C.E.A.); (A.O.P.); (J.G.D.)
| | - Jesús García Díaz
- Pharmacy Department, University of Oriente, Avenida Patricio Lumumba s/n, Reparto Jiménez, Santiago de Cuba CP 90500, Cuba; (J.C.E.A.); (A.O.P.); (J.G.D.)
| | - Humberto J. Morris-Quevedo
- Centre of Studies for Industrial Biotechnology (CEBI), University of Oriente, Avenida Patricio Lumumba s/n, Reparto Jiménez, Santiago de Cuba CP 90500, Cuba; (G.L.M.); (H.J.M.-Q.); (T.O.R.)
| | - Albys Ferrer Dubois
- National Center of Applied Electromagnetism, University of Oriente, Avenida Las Américas s/n, P.O. Box 4078, Santiago de Cuba CP 90400, Cuba; (Y.F.B.); (A.F.D.); (E.I.A.)
| | - Elizabeth Isaac Aleman
- National Center of Applied Electromagnetism, University of Oriente, Avenida Las Américas s/n, P.O. Box 4078, Santiago de Cuba CP 90400, Cuba; (Y.F.B.); (A.F.D.); (E.I.A.)
| | - Natalie Beenaerts
- Centre for Environmental Sciences, Campus Diepenbeek, Hasselt University, Agoralaan Building D, BE-3590 Diepenbeek, Belgium; (S.H.); (N.B.)
| | - Isidro E. Méndez-Santos
- Faculty of Applied Sciences, University of Camagüey, Carretera Circunvalación Norte, km 5 ½, Camagüey CP 70100, Cuba; (D.M.R.); (I.E.M.-S.)
| | - Teresa Orberá Ratón
- Centre of Studies for Industrial Biotechnology (CEBI), University of Oriente, Avenida Patricio Lumumba s/n, Reparto Jiménez, Santiago de Cuba CP 90500, Cuba; (G.L.M.); (H.J.M.-Q.); (T.O.R.)
| | - Paul Cos
- Laboratory for Microbiology, Parasitology and Hygiene (LMPH), University of Antwerp, Universiteitsplein 1, BE-2610 Antwerp, Belgium
| | - Ann Cuypers
- Centre for Environmental Sciences, Campus Diepenbeek, Hasselt University, Agoralaan Building D, BE-3590 Diepenbeek, Belgium; (S.H.); (N.B.)
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Jiménez-Gómez A, García-Estévez I, García-Fraile P, Escribano-Bailón MT, Rivas R. Increase in phenolic compounds of Coriandrum sativum L. after the application of a Bacillus halotolerans biofertilizer. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2020; 100:2742-2749. [PMID: 32003001 DOI: 10.1002/jsfa.10306] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 01/21/2020] [Accepted: 01/31/2020] [Indexed: 06/10/2023]
Abstract
BACKGROUND There is an urgent need for a new sustainable way of satisfying the increasing demand for food worldwide. One of the main challenges is replacing chemical fertilizers with biofertilizers, which include plant root-associated beneficial microorganisms. The present study reports, for the first time, the effects of SCCPVE07 bacterial strain with respect to improving not only plant development, but also the nutritional content and bioactive compounds content of Coriandrum sativum L., one of the most economically important crops, even for plant growth under salinity stress. RESULTS Innoculated coriander plants (C. sativum L.) showed an increase in potassium, carbon, calcium and iron content. A significant improvement in phenolic compounds contents was also observed. The contents of 5-O-caffeoylquinic acid, cinnamic acid, 4-methoxy-cinnamic acid hexoside, K-3-O rutinoside, Q-3-O-rutinoside, Q-3-O-glucoside and Q-3-O-glucuronide were significantly enhanced. Moreover, an efficient bacterial root colonization and a noted growth promotion were demonstrated. Bacterial genome was sequenced and analysed. Gene coding related to Plant growth promotion (PGP) mechanisms and proteins involved in plant defence from salinity or in the metabolism of phenolic compounds, such as quercetin 2,3-dioxygenase and phenolic acid decarboxylase, were identified. CONCLUSION The results obtained in the present study show, for the first time, the beneficial effects of the inoculation of a bacterial Bacillus halotolerans biofertilizer on coriander crops with respect to increasing the content in bioactive compounds and plant development. © 2020 Society of Chemical Industry.
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Affiliation(s)
- Alejandro Jiménez-Gómez
- Departamento de Microbiología y Genética, Universidad de Salamanca, Salamanca, Spain
- Spanish-Portuguese Institute for Agricultural Research (CIALE), Salamanca, Spain
| | - Ignacio García-Estévez
- Grupo de Investigación en Polifenoles (GIP), Departamento de Química Analítica, Nutrición y Bromatología, Faculty of Pharmacy, Universidad de Salamanca, Salamanca, Spain
| | - Paula García-Fraile
- Departamento de Microbiología y Genética, Universidad de Salamanca, Salamanca, Spain
- Spanish-Portuguese Institute for Agricultural Research (CIALE), Salamanca, Spain
| | - M Teresa Escribano-Bailón
- Grupo de Investigación en Polifenoles (GIP), Departamento de Química Analítica, Nutrición y Bromatología, Faculty of Pharmacy, Universidad de Salamanca, Salamanca, Spain
| | - Raúl Rivas
- Departamento de Microbiología y Genética, Universidad de Salamanca, Salamanca, Spain
- Spanish-Portuguese Institute for Agricultural Research (CIALE), Salamanca, Spain
- Associated Unit, USAL-CSIC (IRNASA), Salamanca, Spain
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Menéndez E, Paço A. Is the Application of Plant Probiotic Bacterial Consortia Always Beneficial for Plants? Exploring Synergies between Rhizobial and Non-Rhizobial Bacteria and Their Effects on Agro-Economically Valuable Crops. Life (Basel) 2020; 10:E24. [PMID: 32178383 PMCID: PMC7151578 DOI: 10.3390/life10030024] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 03/03/2020] [Accepted: 03/09/2020] [Indexed: 12/13/2022] Open
Abstract
The overgrowth of human population and the demand for high-quality foods necessitate the search for sustainable alternatives to increase crop production. The use of biofertilizers, mostly based on plant probiotic bacteria (PPB), represents a reliable and eco-friendly solution. This heterogeneous group of bacteria possesses many features with positive effects on plants; however, how these bacteria with each other and with the environment when released into a field has still barely been studied. In this review, we focused on the diversity of root endophytic rhizobial and non-rhizobial bacteria existing within plant root tissues, and also on their potential applications as consortia exerting benefits for plants and the environment. We demonstrated the benefits of using bacterial inoculant consortia instead of single-strain inoculants. We then critically discussed several considerations that farmers, companies, governments, and the scientific community should take into account when a biofertilizer based on those PPBs is proposed, including (i) a proper taxonomic identification, (ii) the characterization of the beneficial features of PPB strains, and (iii) the ecological impacts on plants, environment, and plant/soil microbiomes. Overall, the success of a PPB consortium depends on many factors that must be considered and analyzed before its application as a biofertilizer in an agricultural system.
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Affiliation(s)
- Esther Menéndez
- MED—Mediterranean Institute for Agriculture, Environment and Development, Institute for Advanced Studies and Research (IIFA), University of Évora, Pólo da Mitra, Ap. 94, 7006-554 Évora, Portugal;
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Ji W, Han K, Cai Y, Mu Y, Zhao L, Zhang M, Hou C, Gao M, Zhao Q. Characterization of rhizosphere bacterial community and berry quality of Hutai No.8 (Vitis vinifera L.) with different ages, and their relations. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2019; 99:4532-4539. [PMID: 30868591 DOI: 10.1002/jsfa.9690] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Revised: 03/02/2019] [Accepted: 03/07/2019] [Indexed: 06/09/2023]
Abstract
BACKGROUND Rhizosphere soil microbial communities play an important role in grapevine growth. However, the relationship of the rhizosphere soil bacterial community and berry quality of Hutai No.8 grape with different tree-ages is unclear. In this work, the Biolog-ECO technique was used to explore the functional diversity of the rhizosphere soil bacterial communities of Hutai No.8 grape with five ages (3, 5, 7, 9 and 11 years old). Meanwhile, grape berry quality indicators related to berry appearance, flavor and functional substance quality was also examined. RESULTS Principal component analysis of grape berry quality mainly separated 3-year-old (first bear fruit) and the other tree-ages. In particular, peel weight and total soluble solid content of 3-year-old grape berry was significantly less than that of others. Furthermore, average well color development, species richness and Shannon's diversity index increased significantly with grapevine age. Moreover, the metabolic activities and functional diversity of soil microbial communities in using carbon sources were significantly increasing with grapevine age. Moreover, there were significant correlation between physicochemical indices of grape berry quality and six functional categories of carbon sources. CONCLUSION Tree-ages could greatly affect the rhizosphere microbial community structure and richness, and then affect the grape berry quality. © 2019 Society of Chemical Industry.
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Affiliation(s)
- Wei Ji
- College of Horticulture, Shanxi Agricultural University, Taigu, China
- Ministry of Agriculture Key Laboratory of Crop Gene Resources and Germplasm Enhancement on Loess Plateau, Shanxi Academy of Agricultural Sciences, Taiyuan, China
- Province Key Laboratory of Fruit Germplasm Development and Utilization, Shanxi Academy of Agricultural Sciences, Taigu, China
| | - Kai Han
- College of Horticulture, Shanxi Agricultural University, Taigu, China
- Ministry of Agriculture Key Laboratory of Crop Gene Resources and Germplasm Enhancement on Loess Plateau, Shanxi Academy of Agricultural Sciences, Taiyuan, China
- Province Key Laboratory of Fruit Germplasm Development and Utilization, Shanxi Academy of Agricultural Sciences, Taigu, China
| | - Yinghui Cai
- Research Department, Shanxi Biological Research Institute Co. Ltd, Taiyuan, China
| | - Yuanyuan Mu
- College of Horticulture, Shanxi Agricultural University, Taigu, China
| | - Liang Zhao
- College of Horticulture, Shanxi Agricultural University, Taigu, China
| | - Min Zhang
- College of Horticulture, Shanxi Agricultural University, Taigu, China
| | - Chao Hou
- College of Horticulture, Shanxi Agricultural University, Taigu, China
| | - Meiying Gao
- College of Horticulture, Shanxi Agricultural University, Taigu, China
- Ministry of Agriculture Key Laboratory of Crop Gene Resources and Germplasm Enhancement on Loess Plateau, Shanxi Academy of Agricultural Sciences, Taiyuan, China
- Province Key Laboratory of Fruit Germplasm Development and Utilization, Shanxi Academy of Agricultural Sciences, Taigu, China
| | - Qifeng Zhao
- Ministry of Agriculture Key Laboratory of Crop Gene Resources and Germplasm Enhancement on Loess Plateau, Shanxi Academy of Agricultural Sciences, Taiyuan, China
- Province Key Laboratory of Fruit Germplasm Development and Utilization, Shanxi Academy of Agricultural Sciences, Taigu, China
- Pomology Institute, Shanxi Academy of Agricultural Sciences, Taigu, China
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Razafindralambo H, Razafindralambo A, Blecker C. Thermophysical Fingerprinting of Probiotic-Based Products. Sci Rep 2019; 9:10011. [PMID: 31292519 PMCID: PMC6620332 DOI: 10.1038/s41598-019-46469-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Accepted: 06/29/2019] [Indexed: 02/04/2023] Open
Abstract
Variability in efficacy and safety is a worldwide concern with commercial probiotics for their growing and inevitable use in food and health sectors. Here, we introduce a probiotic thermophysical fingerprinting methodology using a coupling thermogravimetry and differential scanning calorimetry. Qualitative and quantitative information on the material decomposition and transition phases is provided under heating conditions. By monitoring the changes in both mass and internal energy over temperature and time, a couple of thermal data at the maximum decomposition steps allow the creation of a unique and global product identity, depending on both strain and excipient components. We demonstrate that each powder formulation of monostrain and multistrain from different lots and origins have a unique thermophysical profile. Our approach also provides information on the formulation thermostability and additive/excipient composition. An original fingerprint form is proposed by converting the generated thermal data sequence into a star-like pattern for a perspective library construction.
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Affiliation(s)
- Hary Razafindralambo
- Laboratory of Food Science and Formulation, Department of Gembloux Agro-Bio Tech, University of Liege, Avenue de la Faculté 2B, BAT 140 TERRA Teaching and Research Centre, B-5030, Gembloux, Belgium.
| | - Aurélie Razafindralambo
- Laboratory of Food Science and Formulation, Department of Gembloux Agro-Bio Tech, University of Liege, Avenue de la Faculté 2B, BAT 140 TERRA Teaching and Research Centre, B-5030, Gembloux, Belgium
| | - Christophe Blecker
- Laboratory of Food Science and Formulation, Department of Gembloux Agro-Bio Tech, University of Liege, Avenue de la Faculté 2B, BAT 140 TERRA Teaching and Research Centre, B-5030, Gembloux, Belgium
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Flores-Félix JD, Velázquez E, García-Fraile P, González-Andrés F, Silva LR, Rivas R. Rhizobium and Phyllobacterium bacterial inoculants increase bioactive compounds and quality of strawberries cultivated in field conditions. Food Res Int 2018; 111:416-422. [PMID: 30007704 DOI: 10.1016/j.foodres.2018.05.059] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Revised: 05/22/2018] [Accepted: 05/23/2018] [Indexed: 12/12/2022]
Abstract
Strawberries (Fragaria × ananassa Duch.) are widely demanded by the consumers because they contain several bioactive compounds, mainly vitamin C and anthocyanins, which may be increased by biofertilization with some plant growth promoting bacteria. In this work we have analysed two bacterial strains, PEPV15 and PEPV16, from genera Phyllobacterium and Rhizobium, respectively, which under microcosms conditions were able to promote the strawberry growth, increasing the content of some bioactive compounds, such as vitamin C or organic acids. Here we have analysed the effect on bioactive compounds in strawberries from plants biofertilized with the strains PEPV15 and PEPV16 in field conditions. Under these conditions, the anthocyanin content was increased when plants were biofertilized with the strain PEPV15 and the pelargonidin-3-O-rutinoside content significantly increased. Besides, citric acid, vitamin C and epicatechin contents were significantly higher when either of the two strains was used as biofertilizer. Our results showed that the inoculation with Phyllobacterium and Rhizobium strains is a good agronomical practice, which improve the content of several bioactive compounds of strawberries increasing the beneficial effects on human health.
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Affiliation(s)
- José David Flores-Félix
- Department of Microbiology and Genetics, University of Salamanca, 37007 Salamanca, Spain; Spanish-Portuguese Institute for Agricultural Research (CIALE), University of Salamanca, Spain
| | - Encarna Velázquez
- Department of Microbiology and Genetics, University of Salamanca, 37007 Salamanca, Spain; Spanish-Portuguese Institute for Agricultural Research (CIALE), University of Salamanca, Spain; "Interacción Planta-Microorganismo" Associated Unit, USAL-CSIC (IRNASA), Salamanca, Spain
| | - Paula García-Fraile
- Department of Microbiology and Genetics, University of Salamanca, 37007 Salamanca, Spain; Spanish-Portuguese Institute for Agricultural Research (CIALE), University of Salamanca, Spain
| | - Fernando González-Andrés
- Instituto de Medio Ambiente, Recursos Naturales y Biodiversidad, Universidad de León, Avenida de Portugal, 41, 24071 León, Spain
| | - Luís R Silva
- CICS - UBI - Health Sciences Research Centre, University of Beira Interior, 6201-506 Covilhã, Portugal.
| | - Raúl Rivas
- Department of Microbiology and Genetics, University of Salamanca, 37007 Salamanca, Spain; Spanish-Portuguese Institute for Agricultural Research (CIALE), University of Salamanca, Spain; "Interacción Planta-Microorganismo" Associated Unit, USAL-CSIC (IRNASA), Salamanca, Spain
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