Key microbial taxa in the rhizosphere of sorghum and sunflower grown in crop rotation

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dc.contributor.author Oberholster, Tanzelle
dc.contributor.author Vikram, Surendra
dc.contributor.author Cowan, Don A.
dc.contributor.author Valverde, Angel
dc.date.accessioned 2018-06-04T13:08:48Z
dc.date.issued 2018-05
dc.description Supplementary data Fig. S1. a) Average Good's coverage estimates (%) and b) rarefaction curves. BS, bulk soil; RS, rhizosphere soil. S, seedling; F, flowering; H, harvest. LB, Limpopo black; LR, Limpopo red; FN, Free State new; FO, Free State old. en_ZA
dc.description Supplementary data Fig. S2. PCoA of soil parameters at pre-planting, using Euclidean distances with standardized data, and PERMANOVA tables. P-values were obtained after correction for multiple comparisons using Benjamini-Hochberg discovery rate. LB, Limpopo black; LR, Limpopo red; FN, Free State new; FO, Free State old. en_ZA
dc.description Supplementary data Fig. S3. Faith's phylogenetic diversity (PD) at pre-planting. Different letters indicate significant differences in PD (Wilcoxon-Mann-Whitney P < 0.05) between soils. LB, Limpopo black; LR, Limpopo red; FN, Free State new; FO, Free State old. en_ZA
dc.description Supplementary data Fig. S4. PCoA of soil bacterial communities at pre-planting, using weighted UniFrac distances, and PERMANOVA tables. P-values were obtained after correction for multiple comparisons using Benjamini-Hochberg discovery rate. LB, Limpopo black; LR, Limpopo red; FN, Free State new; FO, Free State old. en_ZA
dc.description Supplementary data Fig. S5. Faith's phylogenetic diversity (PD), richness and Chao1 estimator. Least-square mean for each crop (So, sorghum; Su, sunflower) is plotted with ± 1 s.e of the mean. Different letters indicate significant differences (ANOVA P < 0.05). en_ZA
dc.description Supplementary data Fig. S6. PCoA of post-planting soil bacterial communities, using weighted UniFrac distances, and PERMANOVA tables. LB, Limpopo black; LR, Limpopo red; FN, Free State new; FO, Free State old. So, sorghum; Su, sunflower. en_ZA
dc.description Supplementary data Fig. S7. PCoA of post-planting soil parameters, using Euclidean distances with standardized data, and PERMANOVA tables. LB, Limpopo black; LR, Limpopo red; FN, Free State new; FO, Free State old. So, sorghum; Su, sunflower. en_ZA
dc.description Supplementary data Fig. S8. Soil chemistry. All concentrations are expressed in mg/kg. en_ZA
dc.description Supplementary data Fig. S9. Relative abundance over time of the nine most abundant phyla. PP, pre-planting; S, seedling; F, flowering; H, harvest. en_ZA
dc.description Supplementary data Fig. S10. Abundance of the phyla enriched in each habitat type (bulk and rhizosphere soils). S, seedling; F, flowering; H, harvest. en_ZA
dc.description Supplementary data Fig. S11. Relative abundance over time of the ten most abundant families. PP, pre-planting; S, seedling; F, flowering; H, harvest. en_ZA
dc.description Supplementary data Fig. S12. Abundance of the families enriched in each habitat type (bulk and rhizosphere soils). en_ZA
dc.description Supplementary data Fig. S13. Rhizosphere networks a) sorghum at seedling, b) sorghum at flowering, c) sorghum at harvest, d) sunflower at seedling, e) sunflower at flowering, f) sunflower at harvest. C, connectors; MH, module hubs; NH, network hubs. Bacteria are depicted as ellipses and archaea as squares. en_ZA
dc.description Supplementary data Table S1. Good's coverage estimates indicating percentage of OTUs sampled. (https://ars.els-cdn.com/content/image/1-s2.0-S0048969717335969-mmc1.txt) en_ZA
dc.description Supplementary data Table S2. . Soil chemistry. All concentrations are expressed in mg/kg. (https://ars.els-cdn.com/content/image/1-s2.0-S0048969717335969-mmc2.txt) en_ZA
dc.description Supplementary data Table S3. OTUs (137 in total) showing relative abundances higher than 0.1%. These OTUs represented 43.3% of the total number of reads and belonged to the bacterial phyla Proteobacteria, Actinobacteria, Bacteroidetes and the archaeal phylum Crenarchaeota. (https://ars.els-cdn.com/content/image/1-s2.0-S0048969717335969-mmc3.txt) en_ZA
dc.description Supplementary data Table S4. Differentially abundant OTUs (Bulk soil vs Rhizosphere soil). (https://ars.els-cdn.com/content/image/1-s2.0-S0048969717335969-mmc4.txt) en_ZA
dc.description Supplementary data Table S5. Key rhizosphere OTUs. Defined as those found in greater abundance in the rhizosphere compared to the bulk soil in at least two growth stages and/or being module hubs, networks hubs and connectors in rhizosphere networks. (https://ars.els-cdn.com/content/image/1-s2.0-S0048969717335969-mmc5.txt) en_ZA
dc.description.abstract Microbes are key determinants of plant health and productivity. Previous studies have characterized the rhizosphere microbiomes of numerous plant species, but little information is available on how rhizosphere microbial communities change over time under crop rotation systems. Here, we document microbial communities in the rhizosphere of sorghum and sunflower (at seedling, flowering and senescence stages) grown in crop rotation in four different soils under field conditions. A comprehensive 16S rRNA-based amplicon sequencing survey revealed that the differences in alpha-diversity between rhizosphere and bulk soils changed over time. Sorghum rhizosphere soil microbial diversity at flowering and senescence were more diverse than bulk soils, whereas the microbial diversity of sunflower rhizosphere soils at flowering were less diverse with respect to bulk soils. Sampling time was also important in explaining the variation in microbial community composition in soils grown with both crops. Temporal changes observed in the rhizosphere microbiome were both plant-driven and due to seasonal changes in the bulk soil biota. Several individual taxa were relatively more abundant in the rhizosphere and/or found to be important in maintaining rhizosphere microbial networks. Interestingly, some of these taxa showed similar patterns at different sampling times, suggesting that the same organisms may play the same functional/structural role at different plant growth stages and in different crops. Overall, we have identified prominent microbial taxa that might be used to develop microbiome-based strategies for improving the yield and productivity of sorghum and sunflower. en_ZA
dc.description.department Genetics en_ZA
dc.description.embargo 2019-05-15
dc.description.librarian hj2018 en_ZA
dc.description.sponsorship The International Centre for Genetic Engineering and Biotechnology (ICGEB Contract No. CRP/13/018 ) and the National Research Foundation (Grant No. CPRR14071676470 ). en_ZA
dc.description.uri http://www.elsevier.com/locate/scitotenv en_ZA
dc.identifier.citation Oberholster, T., Vikram, S., Cowan, D. & Valverde, A. 2018, 'Key microbial taxa in the rhizosphere of sorghum and sunflower grown in crop rotation', Science of the Total Environment, vol. 624, pp. 530-539. en_ZA
dc.identifier.issn 0048-9697 (print)
dc.identifier.issn 1879-1026 (online)
dc.identifier.other 10.1016/j.scitotenv.2017.12.170
dc.identifier.uri http://hdl.handle.net/2263/65086
dc.language.iso en en_ZA
dc.publisher Elsevier en_ZA
dc.rights © 2018 Elsevier B.V. All rights reserved. Notice : this is the author’s version of a work that was accepted for publication in Science of the Total Environment. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. A definitive version was subsequently published in Science of the Total Environment, vol. 624, pp. 530-539, 2018. doi : 10.1016/j.scitotenv.2017.12.170. en_ZA
dc.subject Microbial networks en_ZA
dc.subject Soil en_ZA
dc.subject Field conditions en_ZA
dc.subject Diversity en_ZA
dc.subject Composition en_ZA
dc.subject Rhizosphere microbial communities en_ZA
dc.subject Microbial diversity en_ZA
dc.subject Microbial community composition en_ZA
dc.subject Crop rotation system en_ZA
dc.subject Productivity en_ZA
dc.subject Microorganisms en_ZA
dc.subject Importance sampling en_ZA
dc.subject Forestry en_ZA
dc.subject Crops en_ZA
dc.subject Chemical analysis en_ZA
dc.subject Agriculture en_ZA
dc.title Key microbial taxa in the rhizosphere of sorghum and sunflower grown in crop rotation en_ZA
dc.type Postprint Article en_ZA


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