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Chen P, Li Z, Cao N, Wu RX, Kuang ZR, Yu F. Comparison of Bacterial Communities in Five Ectomycorrhizal Fungi Mycosphere Soil. Microorganisms 2024; 12:1329. [PMID: 39065098 PMCID: PMC11279354 DOI: 10.3390/microorganisms12071329] [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: 06/17/2024] [Revised: 06/26/2024] [Accepted: 06/27/2024] [Indexed: 07/28/2024] Open
Abstract
Ectomycorrhizal fungi have huge potential value, both nutritionally and economically, but most of them cannot be cultivated artificially. To better understand the influence of abiotic and biotic factors upon the growth of ectomycorrhizal fungi, mycosphere soil and bulk soil of five ectomycorrhizal fungi (Calvatia candida, Russula brevipes, Leucopaxillus laterarius, Leucopaxillus giganteus, and Lepista panaeola) were used as research objects for this study. Illumina MiSeq sequencing technology was used to analyze the community structure of the mycosphere and bulk soil bacteria of the five ectomycorrhizal fungi, and a comprehensive analysis was conducted based on soil physicochemical properties. Our results show that the mycosphere soil bacteria of the five ectomycorrhizal fungi are slightly different. Escherichia, Usitatibacter, and Bradyrhizobium are potential mycorrhizal-helper bacteria of distinct ectomycorrhizal fungi. Soil water content, soil pH, and available potassium are the main factors shaping the soil bacterial community of the studied ectomycorrhizal fungi. Moreover, from the KEGG functional prediction and LEfSe analysis, there are significant functional differences not only between the mycosphere soil and bulk soil. 'Biosynthesis of terpenoidsand steroids', 'alpha-Linolenic acid metabolism', 'Longevity regulating pathway-multiple species', 'D-Arginine and D-ornithine metabolism', 'Nitrotoluene degradation' and other functions were significantly different in mycosphere soil. These findings have pivotal implications for the sustainable utilization of ectomycorrhizal fungi, the expansion of edible fungus cultivation in forest environments, and the enhancement of derived economic benefits.
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Affiliation(s)
| | | | | | | | | | - Fei Yu
- College of Forestry, Shanxi Agricultural University, Jinzhong 030801, China; (P.C.); (Z.L.); (N.C.); (R.-X.W.); (Z.-R.K.)
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Rekadwad BN, Shouche YS, Jangid K. A culture-independent approach, supervised machine learning, and the characterization of the microbial community composition of coastal areas across the Bay of Bengal and the Arabian Sea. BMC Microbiol 2024; 24:162. [PMID: 38730339 PMCID: PMC11084130 DOI: 10.1186/s12866-024-03295-4] [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: 09/03/2023] [Accepted: 04/04/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND Coastal areas are subject to various anthropogenic and natural influences. In this study, we investigated and compared the characteristics of two coastal regions, Andhra Pradesh (AP) and Goa (GA), focusing on pollution, anthropogenic activities, and recreational impacts. We explored three main factors influencing the differences between these coastlines: The Bay of Bengal's shallower depth and lower salinity; upwelling phenomena due to the thermocline in the Arabian Sea; and high tides that can cause strong currents that transport pollutants and debris. RESULTS The microbial diversity in GA was significantly higher than that in AP, which might be attributed to differences in temperature, soil type, and vegetation cover. 16S rRNA amplicon sequencing and bioinformatics analysis indicated the presence of diverse microbial phyla, including candidate phyla radiation (CPR). Statistical analysis, random forest regression, and supervised machine learning models classification confirm the diversity of the microbiome accurately. Furthermore, we have identified 450 cultures of heterotrophic, biotechnologically important bacteria. Some strains were identified as novel taxa based on 16S rRNA gene sequencing, showing promising potential for further study. CONCLUSION Thus, our study provides valuable insights into the microbial diversity and pollution levels of coastal areas in AP and GA. These findings contribute to a better understanding of the impact of anthropogenic activities and climate variations on biology of coastal ecosystems and biodiversity.
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Affiliation(s)
- Bhagwan Narayan Rekadwad
- National Centre for Microbial Resource, DBT - National Centre for Cell Science (DBT-NCCS), NCCS-Complex, Savitribai Phule Pune University (SPPU) Campus, Ganeshkhind Road, Pune, Maharashtra, 411007, India.
- MicrobeAI Lab, Division of Microbiology and Biotechnology, Yenepoya Research Centre, Yenepoya (Deemed to be University), University Road, Deralakatte, Mangalore, Karnataka, 575018, India.
| | - Yogesh Shreepad Shouche
- MicrobeAI Lab, Division of Microbiology and Biotechnology, Yenepoya Research Centre, Yenepoya (Deemed to be University), University Road, Deralakatte, Mangalore, Karnataka, 575018, India
- Gut Microbiology Research Division, SKAN Research Trust, Bangalore, Karnataka, 560034, India
| | - Kamlesh Jangid
- Bioenergy Group, DST-Agharkar Research Institute, Gopal Ganesh Agarkar Road, Pune, Maharashtra, 411 004, India
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Kang H, Chai A, Lin Z, Shi Y, Xie X, Li L, Fan T, Xiang S, Xie J, Li B. Deciphering Differences in Microbial Community Diversity between Clubroot-Diseased and Healthy Soils. Microorganisms 2024; 12:251. [PMID: 38399655 PMCID: PMC10893227 DOI: 10.3390/microorganisms12020251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Revised: 01/16/2024] [Accepted: 01/24/2024] [Indexed: 02/25/2024] Open
Abstract
Clubroot (Plasmodiophora brassicae) is an important soilborne disease that causes severe damage to cruciferous crops in China. This study aims to compare the differences in chemical properties and microbiomes between healthy and clubroot-diseased soils. To reveal the difference, we measured soil chemical properties and microbial communities by sequencing 18S and 16S rRNA amplicons. The available potassium in the diseased soils was higher than in the healthy soils. The fungal diversity in the healthy soils was significantly higher than in the diseased soils. Ascomycota and Proteobacteria were the most dominant fungal phylum and bacteria phylum in all soil samples, respectively. Plant-beneficial microorganisms, such as Chaetomium and Sphingomonas, were more abundant in the healthy soils than in the diseased soils. Co-occurrence network analysis found that the healthy soil networks were more complex and stable than the diseased soils. The link number, network density, and clustering coefficient of the healthy soil networks were higher than those of the diseased soil networks. Our results indicate that the microbial community diversity and network structure of the clubroot-diseased soils were different from those of the healthy soils. This study is of great significance in exploring the biological control strategies of clubroot disease.
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Affiliation(s)
- Huajun Kang
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China;
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (A.C.); (Z.L.); (Y.S.); (X.X.); (L.L.); (T.F.); (S.X.)
| | - Ali Chai
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (A.C.); (Z.L.); (Y.S.); (X.X.); (L.L.); (T.F.); (S.X.)
| | - Zihan Lin
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (A.C.); (Z.L.); (Y.S.); (X.X.); (L.L.); (T.F.); (S.X.)
| | - Yanxia Shi
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (A.C.); (Z.L.); (Y.S.); (X.X.); (L.L.); (T.F.); (S.X.)
| | - Xuewen Xie
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (A.C.); (Z.L.); (Y.S.); (X.X.); (L.L.); (T.F.); (S.X.)
| | - Lei Li
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (A.C.); (Z.L.); (Y.S.); (X.X.); (L.L.); (T.F.); (S.X.)
| | - Tengfei Fan
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (A.C.); (Z.L.); (Y.S.); (X.X.); (L.L.); (T.F.); (S.X.)
| | - Sheng Xiang
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (A.C.); (Z.L.); (Y.S.); (X.X.); (L.L.); (T.F.); (S.X.)
| | - Jianming Xie
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China;
| | - Baoju Li
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (A.C.); (Z.L.); (Y.S.); (X.X.); (L.L.); (T.F.); (S.X.)
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Kang H, Lin Z, Yuan X, Shi Y, Xie X, Li L, Fan T, Li B, Chai A. The occurrence of clubroot in cruciferous crops correlates with the chemical and microbial characteristics of soils. Front Microbiol 2024; 14:1293360. [PMID: 38260873 PMCID: PMC10800485 DOI: 10.3389/fmicb.2023.1293360] [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: 09/13/2023] [Accepted: 12/11/2023] [Indexed: 01/24/2024] Open
Abstract
Clubroot disease, caused by Plasmodiophora brassicae, is a serious soil-borne disease in Brassica crops worldwide. It seriously occurs in conducive soils of southern China, while never happens in some areas of northern China with suppressive soils. To understanding the differences, we measured the soil suppressiveness, chemical properties, and microbial communities in suppressive and conducive soils by bioassay and sequencing of 16S and 18S rRNA amplicons. The biological basis of clubroot suppressiveness was supported by the ability to remove it by pasteurization. The pH value and calcium content in the suppressive soils were higher than those in the conducive soils. Suppressive soils were associated with higher fungal diversity and bacterial abundance. The fungal phyla Chytridiomycota, Olpidiomycota, and Mucoromycota and the bacterial phyla Acidobacteriota and Gemmatimonadota were enriched in suppressive soils. More abundant beneficial microbes, including Chaetomium and Lysobacter, were found in the suppressive soils than in the conducive soils. Molecular ecological network analysis revealed that the fungal network of suppressive soils was more complex than that of conducive soils. Our results indicate that plant health is closely related to soil physicochemical and biological properties. This study is of great significance for developing strategies for clubtroot disease prevention and control.
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Affiliation(s)
- Huajun Kang
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
- College of Horticulture, Gansu Agricultural University, Lanzhou, China
| | - Zihan Lin
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | | | - Yanxia Shi
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Xuewen Xie
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Lei Li
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Tengfei Fan
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Baoju Li
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Ali Chai
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, China
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Gallego-Clemente E, Moreno-González V, Ibáñez A, Calvo-Peña C, Ghoreshizadeh S, Radišek S, Cobos R, Coque JJR. Changes in the Microbial Composition of the Rhizosphere of Hop Plants Affected by Verticillium Wilt Caused by Verticillium nonalfalfae. Microorganisms 2023; 11:1819. [PMID: 37512991 PMCID: PMC10385175 DOI: 10.3390/microorganisms11071819] [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: 07/04/2023] [Revised: 07/12/2023] [Accepted: 07/14/2023] [Indexed: 07/30/2023] Open
Abstract
Verticillium wilt is a devastating disease affecting many crops, including hops. This study aims to describe fungal and bacterial populations associated with bulk and rhizosphere soils in a hop field cultivated in Slovenia with the Celeia variety, which is highly susceptible to Verticillium nonalfalfae. As both healthy and diseased plants coexist in the same field, we focused this study on the detection of putative differences in the microbial communities associated with the two types of plants. Bacterial communities were characterized by sequencing the V4 region of the 16S rRNA gene, whereas sequencing of the ITS2 region was performed for fungal communities. The bacterial community was dominated by phyla Proteobacteria, Acidobacteriota, Bacteroidota, Actinobacteriota, Planctomycetota, Chloroflexi, Gemmatimonadota, and Verrucomicrobiota, which are typically found in crop soils throughout the world. At a fungal level, Fusarium sp. was the dominant taxon in both bulk and rhizosphere soils. Verticillium sp. levels were very low in all samples analyzed and could only be detected by qPCR in the rhizosphere of diseased plants. The rhizosphere of diseased plants underwent important changes with respect to the rhizosphere of healthy plants where significant increases in potentially beneficial fungi such as the basidiomycetes Ceratobasidium sp. and Mycena sp., the zygomycete Mortierella sp., and a member of Glomeralles were observed. However, the rhizosphere of diseased plants experienced a decrease in pathogenic basidiomycetes that can affect the root system, such as Thanatephorus cucumeris (the teleomorph of Rhizoctonia solani) and Calyptella sp.
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Affiliation(s)
- Elena Gallego-Clemente
- Instituto de Investigación de la Viña y el Vino, Escuela de Ingeniería Agraria, Universidad de León, 24009 León, Spain
- BioDatev, 24195 Villaobispo de las Regueras, Spain
| | - Víctor Moreno-González
- BioDatev, 24195 Villaobispo de las Regueras, Spain
- Departamento de Biodiversidad y Gestión Ambiental, Universidad de León, 24071 León, Spain
| | - Ana Ibáñez
- Instituto de Investigación de la Viña y el Vino, Escuela de Ingeniería Agraria, Universidad de León, 24009 León, Spain
| | - Carla Calvo-Peña
- Instituto de Investigación de la Viña y el Vino, Escuela de Ingeniería Agraria, Universidad de León, 24009 León, Spain
| | - Seyedehtannaz Ghoreshizadeh
- Instituto de Investigación de la Viña y el Vino, Escuela de Ingeniería Agraria, Universidad de León, 24009 León, Spain
| | - Sebastjan Radišek
- Slovenian Institute of Hop Research and Brewing, 3310 Žalec, Slovenia
| | - Rebeca Cobos
- Instituto de Investigación de la Viña y el Vino, Escuela de Ingeniería Agraria, Universidad de León, 24009 León, Spain
| | - Juan José R Coque
- Instituto de Investigación de la Viña y el Vino, Escuela de Ingeniería Agraria, Universidad de León, 24009 León, Spain
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Xiao J, Sun Y, He Y, Tang X, Yang S, Huang J. Comparison of Rhizospheric and Endophytic Bacterial Compositions between Netted and Oriental Melons. Microbiol Spectr 2023; 11:e0402722. [PMID: 36622169 PMCID: PMC9927411 DOI: 10.1128/spectrum.04027-22] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 12/08/2022] [Indexed: 01/10/2023] Open
Abstract
To elucidate the biological mechanism of formation of the netted pattern in melons, the characteristics of the soil bacterial community structure in the rhizosphere and of the endophytic bacteria in the stems of netted melons were analyzed. High-throughput sequencing technology was used for the analysis of plant stem and soil samples collected from netted melons (NM) and oriental melons (OM). At the phylum level, Acidobacteria, Dependentiae, and Chloroflexi were the dominant endophytic bacteria in the stems of NM only. In addition, at the genus level, the soil bacteria enriched in the rhizospheres of NM and OM were different. Five unique dominant bacterial genera, including Gaiella, Actinoplanes, norank_f__Gemmatimonadaceae, Devosia, and Bradyrhizobium, were the dominant soil bacteria unique to the rhizosphere of NM. In contrast, Mycobacterium and unclassified_f__Acetobacteraceae were the dominant soil bacteria in the rhizosphere of OM. Moreover, Hyphomicrobium, Nocardioides, norank_f__norank_o__Gaiellales, Bryobacter, unclassified_f__Pseudonocardiaceae, Pseudolabrys, norank_f__Micropepsaceae, Ideonella, Mizugakiibacter, norank_f__Vermiphilaceae, unclassified_f__Xanthobacteraceae, Bacillus, and Pseudaminobacter were the dominant endophytic bacteria in the stems of NM. In contrast, Flavobacterium, Stenotrophomonas, unclassified_f__Burkholderiaceae, Paenibacillus, Bordetella, Hephaestia, and Ideonella were the dominant endophytic bacteria in the stems of OM. The specific substances (enzymes, proteins, endogenous hormones, etc.) secreted by unique rhizospheric and endophytic bacteria, such as Bacillus and Bradyrhizobium, may activate the promoters of genes. Therefore, the expression of genes can be regulated by unique rhizospheric and endophytic bacteria for formation or nonformation of netting in melons. IMPORTANCE The study of the differential structures and functions of rhizospheric and endophytic bacterial communities between netted melon and oriental melon treatments is investigated. Our findings make a significant contribution to the literature because they are the first step in coupling the study of rhizospheric and endophytic microbial community structure to reticulation formation in netted melon. Further, we believe that this research appears to be meaningful because it provides new insights into the mechanisms of reticulation formation in netted melon in modern agricultural production.
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Affiliation(s)
- Jian Xiao
- Guangxi Key Laboratory of Agro-Environment and Agro-Products Safety, National Demonstration Center for Experimental Plant Science Education, Agricultural College, Guangxi University, Nanning, China
- Longping Branch, College of Biology, Hunan University, Changsha, China
| | - Yan Sun
- Guangxi Key Laboratory of Agro-Environment and Agro-Products Safety, National Demonstration Center for Experimental Plant Science Education, Agricultural College, Guangxi University, Nanning, China
| | - Yi He
- Horticultural Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, Guangxi, People’s Republic of China
| | - Xiaofu Tang
- Guangxi Key Laboratory of Agro-Environment and Agro-Products Safety, National Demonstration Center for Experimental Plant Science Education, Agricultural College, Guangxi University, Nanning, China
| | - Shangdong Yang
- Guangxi Key Laboratory of Agro-Environment and Agro-Products Safety, National Demonstration Center for Experimental Plant Science Education, Agricultural College, Guangxi University, Nanning, China
| | - Jinyan Huang
- Horticultural Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, Guangxi, People’s Republic of China
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Effect of Abscisic Acid on Growth, Fatty Acid Profile, and Pigment Composition of the Chlorophyte Chlorella (Chromochloris) zofingiensis and Its Co-Culture Microbiome. Life (Basel) 2023; 13:life13020452. [PMID: 36836809 PMCID: PMC9962398 DOI: 10.3390/life13020452] [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: 12/21/2022] [Revised: 01/20/2023] [Accepted: 01/28/2023] [Indexed: 02/09/2023] Open
Abstract
Microalga Chlorella (Chromochloris) zofingiensis has been gaining increasing attention of investigators as a potential competitor to Haematococcus pluvialis for astaxanthin and other xanthophylls production. Phytohormones, including abscisic acid (ABA), at concentrations relevant to that in hydroponic wastewater, have proven themselves as strong inductors of microalgae biomass productivity and biosynthesis of valuable molecules. The main goal of this research was to evaluate the influence of phytohormone ABA on the physiology of C. zofingiensis in a non-aseptic batch experiment. Exogenous ABA stimulated C. zofingiensis cell division, biomass production, as well as chlorophyll, carotenoid, and lipid biosynthesis. The relationship between exogenous ABA concentration and the magnitude of the observed effects was non-linear, with the exception of cell growth and biomass production. Fatty acid accumulation and composition depended on the concentration of ABA tested. Exogenous ABA induced spectacular changes in the major components of the culture microbiome of C. zofingiensis. Thus, the abundance of the representatives of the genus Rhodococcus increased drastically with an increase in ABA concentration, whereas the abundance of the representatives of Reyranella and Bradyrhizobium genera declined. The possibilities of exogenous ABA applications for the enhancing of the biomass, carotenoid, and fatty acid productivity of the C. zofingiensis cultures are discussed.
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Frąc M, Hannula ES, Bełka M, Salles JF, Jedryczka M. Soil mycobiome in sustainable agriculture. Front Microbiol 2022; 13:1033824. [PMID: 36519160 PMCID: PMC9742577 DOI: 10.3389/fmicb.2022.1033824] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 10/24/2022] [Indexed: 07/21/2023] Open
Abstract
The soil microbiome contributes to several ecosystem processes. It plays a key role in sustainable agriculture, horticulture and forestry. In contrast to the vast number of studies focusing on soil bacteria, the amount of research concerning soil fungal communities is limited. This is despite the fact that fungi play a crucial role in the cycling of matter and energy on Earth. Fungi constitute a significant part of the pathobiome of plants. Moreover, many of them are indispensable to plant health. This group includes mycorrhizal fungi, superparasites of pathogens, and generalists; they stabilize the soil mycobiome and play a key role in biogeochemical cycles. Several fungal species also contribute to soil bioremediation through their uptake of high amounts of contaminants from the environment. Moreover, fungal mycelia stretch below the ground like blood vessels in the human body, transferring water and nutrients to and from various plants. Recent advances in high-throughput sequencing combined with bioinformatic tools have facilitated detailed studies of the soil mycobiome. This review discusses the beneficial effects of soil mycobiomes and their interactions with other microbes and hosts in both healthy and unhealthy ecosystems. It may be argued that studying the soil mycobiome in such a fashion is an essential step in promoting sustainable and regenerative agriculture.
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Affiliation(s)
- Magdalena Frąc
- Institute of Agrophysics, Polish Academy of Sciences, Lublin, Poland
| | | | - Marta Bełka
- Department of Forest Entomology and Pathology, Faculty of Forestry and Wood Technology, Poznań University of Life Sciences, Poznań, Poland
| | - Joana Falcao Salles
- Department of Microbial Ecology, Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, Netherlands
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