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Jensen TBN, Dall SM, Knutsson S, Karst SM, Albertsen M. High-throughput DNA extraction and cost-effective miniaturized metagenome and amplicon library preparation of soil samples for DNA sequencing. PLoS One 2024; 19:e0301446. [PMID: 38573983 PMCID: PMC10994328 DOI: 10.1371/journal.pone.0301446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 03/13/2024] [Indexed: 04/06/2024] Open
Abstract
Reductions in sequencing costs have enabled widespread use of shotgun metagenomics and amplicon sequencing, which have drastically improved our understanding of the microbial world. However, large sequencing projects are now hampered by the cost of library preparation and low sample throughput, comparatively to the actual sequencing costs. Here, we benchmarked three high-throughput DNA extraction methods: ZymoBIOMICS™ 96 MagBead DNA Kit, MP BiomedicalsTM FastDNATM-96 Soil Microbe DNA Kit, and DNeasy® 96 PowerSoil® Pro QIAcube® HT Kit. The DNA extractions were evaluated based on length, quality, quantity, and the observed microbial community across five diverse soil types. DNA extraction of all soil types was successful for all kits, however DNeasy® 96 PowerSoil® Pro QIAcube® HT Kit excelled across all performance parameters. We further used the nanoliter dispensing system I.DOT One to miniaturize Illumina amplicon and metagenomic library preparation volumes by a factor of 5 and 10, respectively, with no significant impact on the observed microbial communities. With these protocols, DNA extraction, metagenomic, or amplicon library preparation for one 96-well plate are approx. 3, 5, and 6 hours, respectively. Furthermore, the miniaturization of amplicon and metagenome library preparation reduces the chemical and plastic costs from 5.0 to 3.6 and 59 to 7.3 USD pr. sample. This enhanced efficiency and cost-effectiveness will enable researchers to undertake studies with greater sample sizes and diversity, thereby providing a richer, more detailed view of microbial communities and their dynamics.
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Affiliation(s)
- Thomas Bygh Nymann Jensen
- Center for Microbial Communities, Dept. of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark
| | - Sebastian Mølvang Dall
- Center for Microbial Communities, Dept. of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark
| | - Simon Knutsson
- Center for Microbial Communities, Dept. of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark
| | - Søren Michael Karst
- Center for Microbial Communities, Dept. of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark
| | - Mads Albertsen
- Center for Microbial Communities, Dept. of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark
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de Sousa RDSDR, Lima GVS, Garcias JT, Gomes GDO, Mateus JR, Madeira LDPDS, Seldin L, Rogez HLG, Marques JM. The Microbial Community Structure in the Rhizosphere of Theobroma cacao L. and Euterpe oleracea Mart. Is Influenced by Agriculture System in the Brazilian Amazon. Microorganisms 2024; 12:398. [PMID: 38399802 PMCID: PMC10892126 DOI: 10.3390/microorganisms12020398] [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: 12/15/2023] [Revised: 12/26/2023] [Accepted: 12/27/2023] [Indexed: 02/25/2024] Open
Abstract
This study tested the hypothesis that cocoa monoculture (MS) and cocoa-açai agroforestry systems (AFS) may influence the microbial community structure and populations of plant growth-promoting bacteria (PGPR). Accordingly, the aim was to analyze the microbial community structure and PGPR populations in different agroecosystems in the Brazilian Amazon. To achieve this, the rhizosphere microbial community of cocoa and açai plants in both Amazonian seasons (dry and rainy) was analyzed using culture-dependent (PGPR screening) and -independent methods [PCR-DGGE based on rrs, alp, nifH gene, and intergenic region (ITS) of fungi]. Concerning PGPR screening, out of 48 isolated bacterial strains, 25% were capable of siderophore production, 29% of mineralized organic phosphate, 8% of inorganic phosphate solubilization, and 4% of indole acetic acid production. Moreover, 17% of isolates could inhibit the growth of various phytopathogenic fungi. Statistical analyses of DGGE fingerprints (p < 0.05) showed that bacterial and fungal community structures in the rhizosphere were influenced by the seasons, supporting the results of the physicochemical analysis of the environment. Furthermore, as hypothesized, microbial communities differed statistically when comparing the MS and AFS. These findings provide important insights into the influence of climate and cultivation systems on soil microbial communities to guide the development of sustainable agricultural practices.
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Affiliation(s)
- Rosiane do Socorro dos Reis de Sousa
- Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém 66075-110, Pará, Brazil; (R.d.S.d.R.d.S.); (G.V.S.L.); (J.T.G.); (G.d.O.G.); (L.D.P.d.S.M.); (H.L.G.R.)
| | - Giulia Victória Silva Lima
- Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém 66075-110, Pará, Brazil; (R.d.S.d.R.d.S.); (G.V.S.L.); (J.T.G.); (G.d.O.G.); (L.D.P.d.S.M.); (H.L.G.R.)
| | - Josinete Torres Garcias
- Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém 66075-110, Pará, Brazil; (R.d.S.d.R.d.S.); (G.V.S.L.); (J.T.G.); (G.d.O.G.); (L.D.P.d.S.M.); (H.L.G.R.)
| | - Graziane de Oliveira Gomes
- Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém 66075-110, Pará, Brazil; (R.d.S.d.R.d.S.); (G.V.S.L.); (J.T.G.); (G.d.O.G.); (L.D.P.d.S.M.); (H.L.G.R.)
| | - Jackeline Rossetti Mateus
- Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, Rio de Janeiro, Brazil; (J.R.M.); (L.S.)
| | - Lucimar Di Paula dos Santos Madeira
- Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém 66075-110, Pará, Brazil; (R.d.S.d.R.d.S.); (G.V.S.L.); (J.T.G.); (G.d.O.G.); (L.D.P.d.S.M.); (H.L.G.R.)
| | - Lucy Seldin
- Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, Rio de Janeiro, Brazil; (J.R.M.); (L.S.)
| | - Hervé Louis Ghislain Rogez
- Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém 66075-110, Pará, Brazil; (R.d.S.d.R.d.S.); (G.V.S.L.); (J.T.G.); (G.d.O.G.); (L.D.P.d.S.M.); (H.L.G.R.)
| | - Joana Montezano Marques
- Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém 66075-110, Pará, Brazil; (R.d.S.d.R.d.S.); (G.V.S.L.); (J.T.G.); (G.d.O.G.); (L.D.P.d.S.M.); (H.L.G.R.)
- Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, Rio de Janeiro, Brazil; (J.R.M.); (L.S.)
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Soil Microbial Community Responses to Different Management Strategies in Almond Crop. J Fungi (Basel) 2023; 9:jof9010095. [PMID: 36675916 PMCID: PMC9864756 DOI: 10.3390/jof9010095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 01/02/2023] [Accepted: 01/03/2023] [Indexed: 01/12/2023] Open
Abstract
A comparative study of organic and conventional farming systems was conducted in almond orchards to determine the effect of management practices on their fungal and bacterial communities. Soils from two orchards under organic (OM) and conventional (CM), and nearby nonmanaged (NM) soil were analyzed and compared. Several biochemical and biological parameters were measured (soil pH, electrical conductivity, total nitrogen, organic material, total phosphorous, total DNA, and fungal and bacterial DNA copies). Massive parallel sequencing of regions from fungal ITS rRNA and bacterial 16 S genes was carried out to characterize their diversity in the soil. We report a larger abundance of bacteria and fungi in soils under OM, with a more balanced fungi:bacteria ratio, compared to bacteria-skewed proportions under CM and NM. The fungal phylum Ascomycota corresponded to around the 75% relative abundance in the soil, whereas for bacteria, the phyla Proteobacteria, Acidobacteriota and Bacteroidota integrated around 50% of their diversity. Alpha diversity was similar across practices, but beta diversity was highly clustered by soil management. Linear discriminant analysis effect size (LEfSE) identified bacterial and fungal taxa associated with each type of soil management. Analyses of fungal functional guilds revealed 3-4 times larger abundance of pathogenic fungi under CM compared to OM and NM treatments. Among them, the genus Cylindrocarpon was more abundant under CM, and Fusarium under OM.
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Caicedo-Vargas C, Pérez-Neira D, Abad-González J, Gallar D. Assessment of the environmental impact and economic performance of cacao agroforestry systems in the Ecuadorian Amazon region: An LCA approach. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 849:157795. [PMID: 35931166 DOI: 10.1016/j.scitotenv.2022.157795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 07/19/2022] [Accepted: 07/30/2022] [Indexed: 06/15/2023]
Abstract
Ecuador is the third largest cacao exporter in the world. Up to 10 % of Ecuador's cacao production is grown in the Amazon region, mostly under conventional (CA) and organic (OA) agroforestry systems. Despite the importance of cacao in this area, no previous studies on its environmental impact and economic viability have yet been carried out. The main objective of this research is to fill this gap and, more specifically, perform a comparative analysis between CA and OA systems. For this purpose, primary information was gathered from 90 farms (44 conventional and 46 organic ones) that implement land management practices. The environmental performance of cacao production was assessed using a life cycle analysis methodology, with a cradle-to-farm gate approach. Up to twelve impact categories and five environmental and monetary efficiency indicators were estimated based on three functional units (1 kg of cacao, 1 kg of output sold, and 1 ha). Additionally, an economic viability analysis was performed, focused on profitability. The results show that organic management allows to reduce the environmental impact in all the analyzed categories, except for the land footprint, and improved the environmental and economic efficiency of agroforestry systems. The economic analysis shows no statistically significant differences between CA and OA profitability (net margin), which can be improved by selling co-products. Despite the low environmental impact of both types of system, economic profitability is certainly one of the weaknesses of cacao production in the Ecuadorian Amazon region. This study contributes to develop technical, production-related and political actions that could improve the economic cacao production situation without jeopardizing the environmental benefit obtained by these systems.
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Affiliation(s)
- Carlos Caicedo-Vargas
- Institute of Sociology and Peasant Studies (ISEC), Universidad de Córdoba, Spain and Central Experimental Station of the Amazon of INIAP (National Institute of Agricultural Research), Ecuador.
| | | | | | - David Gallar
- Institute of Sociology and Peasant Studies (ISEC), Universidad de Córdoba, Spain.
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