Differentiation and Variability in the Rhizosphere and Endosphere Microbiomes of Healthy and Diseased Cotton (Gossypium sp.)

The plant microbiome is a key determinant of health and productivity. However, it is still difficult to understand the structural composition of the bacterial and fungal microbiomes of diseased and healthy plants, especially the spatial dynamics and phylogenies of endophytic and rhizosphere microbial communities. We studied the differentiation and variability in the rhizosphere and endosphere microbiomes of healthy and diseased cotton from north and south of the Tianshan Mountains using the methods of PCR-based high-throughput sequencing and real-time quantitative PCR. The endophytic and rhizosphere bacterial abundances in the diseased plants were greater than those of healthy plants. The numbers of endophytic and rhizosphere fungi associated with diseased plants were greater than those associated healthy plants (p < 0.05). Endophytic and rhizosphere bacteria did not share common OTUs. The dominant rhizosphere bacteria were Proteobacteria (29.70%), Acidobacteria (23.14%), Gemmatimonadetes (15.17%), Actinobacteria (8.31%), Chloroflexi (7.99%), and Bacteroidetes (5.15%). The dominant rhizosphere fungi were Ascomycota (83.52%), Mortierellomycota (7.67%), Basidiomycota (2.13%), Chytridiomycota (0.39%), and Olpidiomycota (0.08%). The distribution of dominant bacteria in different cotton rhizosphere soils and roots differed, with the dominant bacteria Pseudomonas (15.54%) and Pantoea (9.19%), and the dominant fungi Alternaria (16.15%) and Cephalotrichum (9.10%) being present in the greatest numbers. At sampling points in different ecological regions, the total numbers of cotton endophytic and rhizosphere microbiome OTUs from southern to northern Xinjiang showed an increasing trend. There were significant differences in the composition and diversity of rhizosphere microbes and endophytes during the entire cotton growth period and in representative ecological regions (p < 0.01), whereas rhizosphere microbes and endophytes showed no significant differences among the four growth periods and in representative ecological regions. RB41, H16, Nitrospira, and Sphingomonas play important roles in the microbial ecology of cotton rhizosphere soil. Pseudomonas accounted for a large proportion of the microbes in the cotton rhizosphere soil. This study provides an in-depth understanding of the complex microbial composition and diversity associated with cotton north and south of the Tianshan Mountains.

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Bacterial Diversity in Soybean Rhizosphere Soil at Seedling and Mature Stages

Polish Journal of Microbiology ◽

10.33073/pjm-2019-023 ◽

2019 ◽

Vol 68 (2) ◽

pp. 281-284

Author(s):

LIN WANG ◽

ZHIYING LI ◽

RUIRUI LIU ◽

LULU LI ◽

WEIWEI WANG

Keyword(s):

High Throughput Sequencing ◽

Bacterial Abundance ◽

Rhizosphere Soil ◽

Structural Diversity ◽

Crop Productivity ◽

Mature Stage ◽

Growth Stages ◽

Abundance And Diversity ◽

Two Stages ◽

Dominant Bacteria

Changes in the structural diversity of bacterial communities in soybean rhizospheres play important roles in plant growth and crop productivity. However, there are only a few studies on different soybean growth stages. Here, we investigated the changes in the bacterial community of soybean rhizosphere soil at two stages using Illumina high-throughput sequencing. The results showed that the bacterial abundance and diversity in the seeding stage were higher than those in the mature stage and that the diversity changed significantly. Actinobacteria, Acidobacteria, and Proteobacteria were the dominant bacteria in the soybean rhizosphere soil. Additionally, changes in Actinobacteria and Proteobacteria abundances showed opposite trends.

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Analysis of Sour Porridge Microbiota and Improvement of Cooking Quality via Pure Culture Fermentation Using Lacticaseibacillus paracasei Strain SZ02

Frontiers in Microbiology ◽

10.3389/fmicb.2021.712189 ◽

2021 ◽

Vol 12 ◽

Author(s):

Cheng Wang ◽

Yunhe Xu ◽

Bin Yu ◽

Aibo Xiao ◽

Yuhong Su ◽

...

Keyword(s):

High Throughput ◽

Pure Culture ◽

Fermentation Process ◽

High Throughput Sequencing ◽

Cooking Quality ◽

Microbial Composition ◽

Natural Fermentation ◽

Acid Producing Bacteria ◽

Dominant Bacteria

The microbial composition of sour porridge at different fermentation times was analyzed through high-throughput sequencing, and a pure culture fermentation process was established to optimize production process and improve the edible quality of the porridge. In natural fermentation, Firmicutes and Proteobacteria were abundant throughout the process. Specifically, Aeromonas, Acinetobacter, and Klebsiella were dominant on fermentation days 1–5 (groups NF-1, NF-3, and NF-5), while Lactobacillus and Acetobacter gradually became the dominant bacteria on fermentation day 7 (group NF-7). Further, we isolated one strain of acid-producing bacteria from sour porridge, identified as Lacticaseibacillus paracasei by 16SrRNA sequencing and annotated as strain SZ02. Pure culture fermentation using this strain significantly increased the relative starch and amylose contents of the porridge, while decreasing the lipid, protein, and ash contents (P < 0.05). These findings suggest that sour porridge produced using strain SZ02 has superior edible qualities and this strategy may be exploited for its industrial production.

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Characterization of the microbial communities in wheat tissues and rhizosphere soil caused by dwarf bunt of wheat

Scientific Reports ◽

10.1038/s41598-021-85281-8 ◽

2021 ◽

Vol 11 (1) ◽

Author(s):

Tongshuo Xu ◽

Wenli Jiang ◽

Dandan Qin ◽

Taiguo Liu ◽

Jianmin Zhang ◽

...

Keyword(s):

High Throughput Sequencing ◽

Rhizosphere Soil ◽

Microbial Composition ◽

Wheat Varieties ◽

Resistant Varieties ◽

Abundance And Diversity ◽

Dwarf Bunt ◽

Wheat Tissues

AbstractDwarf bunt of wheat, which is caused by Tilletia controversa J.G. Kühn, is a soil-borne disease which may lead up to an 80% loss of yield together with degradation of the quality of the wheat flour by production of a fishy smell. In this study, high-throughput sequencing technology was employed to characterize the microbial composition of wheat tissues (roots, spikes, first stem under the ear, and stem base) and rhizosphere soil of wheat varieties that are resistant and susceptible to T. controversa. We observed that the soil fungal community abundance and diversity were higher in resistant varieties than in susceptible varieties in both inoculated and uninoculated wheat, and the abundances of Sordariomycetes and Mortierellomycetes increased in the resistant varieties infected with T. controversa, while the abundances of Dothideomycetes and Bacteroidia increased in the susceptible varieties. Regarding the bacteria present in wheat tissues, the abundances of Chloroflexi, Bacteroidetes, Gemmatimonadetes, Verrucomicrobia and Acidobacteria in the ear and the first stem under the ear were higher than those in other tissues. Our results indicated that the abundances of Sordariomycetes, Mortierellomycetes, Leotiomycetes, Chryseobacterium and Massilia were higher in T. controversa-infected resistant varieties than in their controls, that Dothideomycetes, Bacteroidia, Nocardioides and Pseudomonas showed higher abundances in T. controversa-infected susceptible varieties, and that Curtobacterium, Exiguobacterium, Planococcus, and Pantoea may have higher abundances in both T. controversa-infected susceptible and resistant varieties than in their own controls.

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Microbial Community Structure and Diversity of Shrimp Paste at Different Fermentation Stages

10.1101/334136 ◽

2018 ◽

Author(s):

Lingying Dai ◽

Limei Wang ◽

Jiang Sun ◽

Lixue Zheng ◽

Bin Qi

Keyword(s):

Microbial Diversity ◽

High Throughput Sequencing ◽

Microbial Composition ◽

Shrimp Culture ◽

Bacterial Populations ◽

Three Stages ◽

Dominant Bacteria ◽

The Relationship ◽

Insight Into

AbstractHigh-throughput sequencing was used to reveal the highly diverse bacterial populations in shrimp paste at different fermentation stages. We studied three stages of fermentation and obtained 448,916 reads. Using this approach, we revealed the presence of 30 phyla, 55 classes, 86 orders, 206 families and 695 genera of bacteria in the shrimp paste. Shrimp paste in fermentation metaphase had a more diverse microbiota than that in fermentation prophase and fermentation anaphase. Diversity appeared greatest in fermentation anaphase. The four dominant phyla were Proteobacteria, Firmicutes, Actinobacteria, and Bacteroidetes. The most common genera were Psychrobacter, Halomonas, Bacillus, Alteribacillus, and Lactococcus. Their content varied at different stages of fermentation. All the microbiome presented a variety of changes in the microbial diversity of shrimp paste.ImportanceMost research on the microbial diversity of shrimp paste has focused on the shrimp culture environment, or the chemical composition and sensory attributes of the paste. Little research has been conducted on the microbial diversity and composition of shrimp paste. The relationship between microbes and the flavor and quality of shrimp paste has thus been unknown. We therefore analyzed the microbial composition and variation of shrimp paste at different stages of fermentation. The dominant bacteria in fermentation prophase, metaphase, and anaphase were identified. Our preliminary findings give some insight into which microbes contribute to the flavor of shrimp paste and suggest how to improve its flavor. In addition, our findings are relevant to optimizing the production of shrimp paste and guaranteeing its quality and safety.

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New Insights on the Zeugodacus cucurbitae (Coquillett) Bacteriome

Microorganisms ◽

10.3390/microorganisms9030659 ◽

2021 ◽

Vol 9 (3) ◽

pp. 659

Author(s):

Elias Asimakis ◽

Panagiota Stathopoulou ◽

Apostolis Sapounas ◽

Kanjana Khaeso ◽

Costas Batargias ◽

...

Keyword(s):

Relative Abundance ◽

Bacterial Communities ◽

High Throughput Sequencing ◽

Mutual Exclusion ◽

Bacterial Composition ◽

Operational Taxonomic Units ◽

Host Diet ◽

Dominant Bacteria ◽

High Degree

Various factors, including the insect host, diet, and surrounding ecosystem can shape the structure of the bacterial communities of insects. We have employed next generation, high-throughput sequencing of the 16S rRNA to characterize the bacteriome of wild Zeugodacus (Bactrocera) cucurbitae (Coquillett) flies from three regions of Bangladesh. The tested populations developed distinct bacterial communities with differences in bacterial composition, suggesting that geography has an impact on the fly bacteriome. The dominant bacteria belonged to the families Enterobacteriaceae, Dysgomonadaceae and Orbaceae, with the genera Dysgonomonas, Orbus and Citrobacter showing the highest relative abundance across populations. Network analysis indicated variable interactions between operational taxonomic units (OTUs), with cases of mutual exclusion and copresence. Certain bacterial genera with high relative abundance were also characterized by a high degree of interactions. Interestingly, genera with a low relative abundance like Shimwellia, Gilliamella, and Chishuiella were among those that showed abundant interactions, suggesting that they are also important components of the bacterial community. Such knowledge could help us identify ideal wild populations for domestication in the context of the sterile insect technique or similar biotechnological methods. Further characterization of this bacterial diversity with transcriptomic and metabolic approaches, could also reveal their specific role in Z. cucurbitae physiology.

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Effects of pH shock on microaerobic activated sludge system with a graphene oxide/nano-magnetic powder composite

Nordic Pulp & Paper Research Journal ◽

10.1515/npprj-2020-0022 ◽

2020 ◽

Vol 35 (3) ◽

pp. 457-463

Author(s):

Huixia Lan ◽

Xiangzhi Wang ◽

Shixin Qi ◽

Da Yang ◽

Hao Zhang

Keyword(s):

Graphene Oxide ◽

Activated Sludge ◽

High Throughput Sequencing ◽

Impact Resistance ◽

Magnetic Powder ◽

Blank Group ◽

Activated Sludge System ◽

Ph Shock ◽

Dominant Bacteria ◽

The Impact

AbstractUsing the acclimated activated sludge from the pulping middle-stage effluent, the effect of pH shock on the micro-oxygen activated sludge system with a nano-magnetic powder/graphene oxide composite was studied. The results showed that the removal rates of chemical oxygen demand (CODCr) and ultraviolet adsorption at 254 nm (UV254) decreased. Also, the sludge settling performance was poor due to the impact of pH, but the impact resistance of nano-magnetic powder/graphene oxide group (MGO group) was higher and the recovery was faster. Results of high throughput sequencing indicated that the diversity of microbial community was reduced by the impact of pH, but it was significantly higher in MGO group than in the blank group. The dominant bacteria after pH shock or recovery in both of the system had a large difference. The percentage of the dominant bacteria in the MGO group was higher than that in the blank group. The MGO group had higher electron transfer system (ETS) activity which made the system having a strong pH impact resistance.

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Disentangling Responses of the Subsurface Microbiome to Wetland Status and Implications for Indicating Ecosystem Functions

Microorganisms ◽

10.3390/microorganisms9020211 ◽

2021 ◽

Vol 9 (2) ◽

pp. 211

Author(s):

Jie Gao ◽

Miao Liu ◽

Sixue Shi ◽

Ying Liu ◽

Yu Duan ◽

...

Keyword(s):

Microbial Community ◽

High Throughput Sequencing ◽

Carbon Fixation ◽

Microbial Community Composition ◽

Ecosystem Functions ◽

Microbial Composition ◽

Wetland Ecosystems ◽

Soil Microbial ◽

Geochemical Properties ◽

Microbial Groups

In this study, we analyzed microbial community composition and the functional capacities of degraded sites and restored/natural sites in two typical wetlands of Northeast China—the Phragmites marsh and the Carex marsh, respectively. The degradation of these wetlands, caused by grazing or land drainage for irrigation, alters microbial community components and functional structures, in addition to changing the aboveground vegetation and soil geochemical properties. Bacterial and fungal diversity at the degraded sites were significantly lower than those at restored/natural sites, indicating that soil microbial groups were sensitive to disturbances in wetland ecosystems. Further, a combined analysis using high-throughput sequencing and GeoChip arrays showed that the abundance of carbon fixation and degradation, and ~95% genes involved in nitrogen cycling were increased in abundance at grazed Phragmites sites, likely due to the stimulating impact of urine and dung deposition. In contrast, the abundance of genes involved in methane cycling was significantly increased in restored wetlands. Particularly, we found that microbial composition and activity gradually shifts according to the hierarchical marsh sites. Altogether, this study demonstrated that microbial communities as a whole could respond to wetland changes and revealed the functional potential of microbes in regulating biogeochemical cycles.

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Experimental infection with the hookworm, Necator americanus, is associated with stable gut microbial diversity in human volunteers with relapsing multiple sclerosis

BMC Biology ◽

10.1186/s12915-021-01003-6 ◽

2021 ◽

Vol 19 (1) ◽

Author(s):

Timothy P. Jenkins ◽

David I. Pritchard ◽

Radu Tanasescu ◽

Gary Telford ◽

Marina Papaiakovou ◽

...

Keyword(s):

Multiple Sclerosis ◽

Experimental Infection ◽

High Throughput Sequencing ◽

Alpha Diversity ◽

Placebo Treatment ◽

Sequencing Data ◽

Faecal Microbiota ◽

Microbial Composition ◽

Necator Americanus ◽

Human Volunteers

Abstract Background Helminth-associated changes in gut microbiota composition have been hypothesised to contribute to the immune-suppressive properties of parasitic worms. Multiple sclerosis is an immune-mediated autoimmune disease of the central nervous system whose pathophysiology has been linked to imbalances in gut microbial communities. Results In the present study, we investigated, for the first time, qualitative and quantitative changes in the faecal bacterial composition of human volunteers with remitting multiple sclerosis (RMS) prior to and following experimental infection with the human hookworm, Necator americanus (N+), and following anthelmintic treatment, and compared the findings with data obtained from a cohort of RMS patients subjected to placebo treatment (PBO). Bacterial 16S rRNA high-throughput sequencing data revealed significantly decreased alpha diversity in the faecal microbiota of PBO compared to N+ subjects over the course of the trial; additionally, we observed significant differences in the abundances of several bacterial taxa with putative immune-modulatory functions between study cohorts. Parabacteroides were significantly expanded in the faecal microbiota of N+ individuals for which no clinical and/or radiological relapses were recorded at the end of the trial. Conclusions Overall, our data lend support to the hypothesis of a contributory role of parasite-associated alterations in gut microbial composition to the immune-modulatory properties of hookworm parasites.

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Identifying the Active Microbiome Associated with Roots and Rhizosphere Soil of Oilseed Rape

Applied and Environmental Microbiology ◽

10.1128/aem.01938-17 ◽

2017 ◽

Vol 83 (22) ◽

Cited By ~ 40

Author(s):

Konstantia Gkarmiri ◽

Shahid Mahmood ◽

Alf Ekblad ◽

Sadhna Alström ◽

Nils Högberg ◽

...

Keyword(s):

Brassica Napus ◽

Stable Isotope ◽

Oilseed Rape ◽

High Throughput ◽

High Throughput Sequencing ◽

Rhizosphere Soil ◽

Stable Isotope Probing ◽

Biofuel Production ◽

Content Type ◽

Bacteria And Fungi

ABSTRACT RNA stable isotope probing and high-throughput sequencing were used to characterize the active microbiomes of bacteria and fungi colonizing the roots and rhizosphere soil of oilseed rape to identify taxa assimilating plant-derived carbon following 13CO2 labeling. Root- and rhizosphere soil-associated communities of both bacteria and fungi differed from each other, and there were highly significant differences between their DNA- and RNA-based community profiles. Verrucomicrobia, Proteobacteria, Planctomycetes, Acidobacteria, Gemmatimonadetes, Actinobacteria, and Chloroflexi were the most active bacterial phyla in the rhizosphere soil. Bacteroidetes were more active in roots. The most abundant bacterial genera were well represented in both the 13C- and 12C-RNA fractions, while the fungal taxa were more differentiated. Streptomyces, Rhizobium, and Flavobacterium were dominant in roots, whereas Rhodoplanes and Sphingomonas (Kaistobacter) were dominant in rhizosphere soil. “Candidatus Nitrososphaera” was enriched in 13C in rhizosphere soil. Olpidium and Dendryphion were abundant in the 12C-RNA fraction of roots; Clonostachys was abundant in both roots and rhizosphere soil and heavily 13C enriched. Cryptococcus was dominant in rhizosphere soil and less abundant, but was 13C enriched in roots. The patterns of colonization and C acquisition revealed in this study assist in identifying microbial taxa that may be superior competitors for plant-derived carbon in the rhizosphere of Brassica napus. IMPORTANCE This microbiome study characterizes the active bacteria and fungi colonizing the roots and rhizosphere soil of Brassica napus using high-throughput sequencing and RNA-stable isotope probing. It identifies taxa assimilating plant-derived carbon following 13CO2 labeling and compares these with other less active groups not incorporating a plant assimilate. Brassica napus is an economically and globally important oilseed crop, cultivated for edible oil, biofuel production, and phytoextraction of heavy metals; however, it is susceptible to several diseases. The identification of the fungal and bacterial species successfully competing for plant-derived carbon, enabling them to colonize the roots and rhizosphere soil of this plant, should enable the identification of microorganisms that can be evaluated in more detailed functional studies and ultimately be used to improve plant health and productivity in sustainable agriculture.

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Bioconductor workflow for microbiome data analysis: from raw reads to community analyses

F1000Research ◽

10.12688/f1000research.8986.1 ◽

2016 ◽

Vol 5 ◽

pp. 1492 ◽

Cited By ~ 148

Author(s):

Ben J. Callahan ◽

Kris Sankaran ◽

Julia A. Fukuyama ◽

Paul J. McMurdie ◽

Susan P. Holmes

Keyword(s):

High Throughput Sequencing ◽

Linear Models ◽

Reference Database ◽

Rrna Gene ◽

Microbial Composition ◽

Nonparametric Testing ◽

Abundance Estimates ◽

Taxonomic Markers ◽

Microbiome Data ◽

Microbiome Data Analysis

High-throughput sequencing of PCR-amplified taxonomic markers (like the 16S rRNA gene) has enabled a new level of analysis of complex bacterial communities known as microbiomes. Many tools exist to quantify and compare abundance levels or microbial composition of communities in different conditions. The sequencing reads have to be denoised and assigned to the closest taxa from a reference database. Common approaches use a notion of 97% similarity and normalize the data by subsampling to equalize library sizes. In this paper, we show that statistical models allow more accurate abundance estimates. By providing a complete workflow in R, we enable the user to do sophisticated downstream statistical analyses, including both parameteric and nonparametric methods. We provide examples of using the R packages dada2, phyloseq, DESeq2, ggplot2 and vegan to filter, visualize and test microbiome data. We also provide examples of supervised analyses using random forests, partial least squares and linear models as well as nonparametric testing using community networks and the ggnetwork package.

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