The complex interactions between plant roots and soil microorganisms are, broadly, well described. Yet the patterns of microbe-microbe interaction and their association with the root functional traits are less known especially in plant communities at the edges of agricultural landscapes. To address this gap, we measured the active soil microbial communities with and without the presence of plant roots, using in situ root exclusions, in four plant communities at the edges of agricultural fields: undisturbed natural deciduous forests (FOREST1), coniferous forests (FOREST2), rehabilitated agroforests (AGROFOREST) and perennial herbaceous grass buffers (GRASS). Amplicon-based analysis of 16S rRNA and ITS transcripts was used to evaluate soil bacterial, archaeal and fungal communities, and their interactions, with 'roots' and with 'no roots'. Plants roots were measured for a suite of functional traits and explored in association with microbial community composition. Significant differences in bacterial and archaeal but not fungal diversity were observed between soil plots with 'roots' and with 'no roots'. Network analysis illustrated intra and inter kingdoms co-occurrence patterns respond to the presence of plant roots, with GRASS exhibiting distinct patterns in comparison to tree-dominated soils. A shift in microbial hub from bacterial to fungal was observed with the exclusion of roots; Planctomycetes (OM190)_10 was replaced by Archaeorhizomyces in AGROFOREST site. Microbial taxa strongly correlate with root traits especially specific root length, root diameter and root tissue density indicating root traits are predictors of microbial community composition. This study validates the vital role of root traits in predicting plant-microbe interactions and highlights the key role of fungi in microbial interkingdom interactions when roots are absent. These findings have significant ecosystem level implications, with the rising interest in associated biodiversity in and at the edges of agricultural landscapes, this work suggests that plant community selection for specific root traits may drive microbial community structure and ecosystem services.
机构:
Washington State Univ, Dept Entomol, Pullman, WA 99164 USA
Univ Arizona, Dept Ecol & Evolut Biol, Tucson, AZ 85721 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Lichtenberg, Elinor M.
Kennedy, Christina M.
论文数: 0引用数: 0
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机构:
Nature Conservancy, Global Lands Program, Ft Collins, CO USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Kennedy, Christina M.
Kremen, Claire
论文数: 0引用数: 0
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机构:
Univ Calif Berkeley, Dept Environm Sci Policy & Management, Berkeley, CA 94720 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Kremen, Claire
Batary, Peter
论文数: 0引用数: 0
h-index: 0
机构:
Univ Gottingen, Agroecol, Gottingen, GermanyWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Batary, Peter
Berendse, Frank
论文数: 0引用数: 0
h-index: 0
机构:
Wageningen Univ, Nat Conservat & Plant Ecol Grp, Wageningen, NetherlandsWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Berendse, Frank
Bommarco, Riccardo
论文数: 0引用数: 0
h-index: 0
机构:
Swedish Univ Agr Sci, Dept Ecol, Uppsala, SwedenWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Bommarco, Riccardo
Bosque-Perez, Nilsa A.
论文数: 0引用数: 0
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机构:
Univ Idaho, Dept Entomol Plant Pathol & Nematol, Moscow, ID 83843 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Bosque-Perez, Nilsa A.
Carvalheiro, Luisa G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Brasilia, Dept Ecol, Brasilia, DF, Brazil
Univ Lisbon, Ctr Ecol Evolut & Environm Changes CE3C, Fac Ciencias, Lisbon, PortugalWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Carvalheiro, Luisa G.
Snyder, William E.
论文数: 0引用数: 0
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机构:
Washington State Univ, Dept Entomol, Pullman, WA 99164 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Snyder, William E.
Williams, Neal M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Entomol & Nematol, Davis, CA 95616 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Williams, Neal M.
Winfree, Rachael
论文数: 0引用数: 0
h-index: 0
机构:
Rutgers State Univ, Dept Ecol Evolut & Nat Resources, New Brunswick, NJ USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Winfree, Rachael
Klatt, Bjoern K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Gottingen, Agroecol, Gottingen, Germany
Lund Univ, Ctr Environm & Climate Res, Lund, Sweden
Lund Univ, Dept Biol, Lund, SwedenWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Klatt, Bjoern K.
Astrom, Sandra
论文数: 0引用数: 0
h-index: 0
机构:
Norwegian Inst Nat Res NINA, Trondheim, NorwayWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Astrom, Sandra
Benjamin, Faye
论文数: 0引用数: 0
h-index: 0
机构:
Rutgers State Univ, Dept Ecol Evolut & Nat Resources, New Brunswick, NJ USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Benjamin, Faye
Brittain, Claire
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Entomol & Nematol, Davis, CA 95616 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Brittain, Claire
Chaplin-Kramer, Rebecca
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Nat Capital Project, Stanford, CA 94305 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Chaplin-Kramer, Rebecca
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机构:
Clough, Yann
Danforth, Bryan
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Entomol, Ithaca, NY 14853 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Danforth, Bryan
Diekoetter, Tim
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kiel, Dept Landscape Ecol, Kiel, GermanyWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Diekoetter, Tim
Eigenbrode, Sanford D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Idaho, Dept Entomol Plant Pathol & Nematol, Moscow, ID 83843 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Eigenbrode, Sanford D.
Ekroos, Johan
论文数: 0引用数: 0
h-index: 0
机构:
Lund Univ, Ctr Environm & Climate Res, Lund, SwedenWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Ekroos, Johan
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机构:
Elle, Elizabeth
Freitas, Breno M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Ceara, Dept Zootecnia, Fortaleza, CE, BrazilWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Freitas, Breno M.
Fukuda, Yuki
论文数: 0引用数: 0
h-index: 0
机构:
Univ Otago, Ctr Study Agr Food & Environm, Dunedin, New ZealandWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Fukuda, Yuki
Gaines-Day, Hannah R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin, Dept Entomol, Madison, WI 53706 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Gaines-Day, Hannah R.
Grab, Heather
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Entomol, Ithaca, NY 14853 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Grab, Heather
Gratton, Claudio
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin, Dept Entomol, Madison, WI 53706 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Gratton, Claudio
Holzschuh, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wurzburg, Dept Anim Ecol & Trop Biol, Biocenter, Wurzburg, GermanyWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Holzschuh, Andrea
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机构:
Isaacs, Rufus
Isaia, Marco
论文数: 0引用数: 0
h-index: 0
机构:
Univ Torino, Dept Life Sci & Syst Biol, Turin, ItalyWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Isaia, Marco
Jha, Shalene
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Austin, Dept Integrat Biol, Austin, TX 78712 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Jha, Shalene
Jonason, Dennis
论文数: 0引用数: 0
h-index: 0
机构:
Stockholm Univ, Dept Phys Geog, Stockholm, SwedenWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Jonason, Dennis
Jones, Vincent P.
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Univ, Ctr Tree Fruit Res & Extens, Dept Entomol, Wenatchee, WA 98801 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Jones, Vincent P.
Klein, Alexandra-Maria
论文数: 0引用数: 0
h-index: 0
机构:
Univ Freiburg, Fac Environm & Nat Resources, Nat Conservat & Landscape Ecol, Freiburg, GermanyWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Klein, Alexandra-Maria
Krauss, Jochen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wurzburg, Dept Anim Ecol & Trop Biol, Biocenter, Wurzburg, GermanyWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Krauss, Jochen
Letourneau, Deborah K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Cruz, Dept Environm Studies, Santa Cruz, CA 95064 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Letourneau, Deborah K.
Macfadyen, Sarina
论文数: 0引用数: 0
h-index: 0
机构:
CSIRO, Acton, ACT, AustraliaWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Macfadyen, Sarina
Mallinger, Rachel E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin, Dept Entomol, Madison, WI 53706 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Mallinger, Rachel E.
Martin, Emily A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wurzburg, Dept Anim Ecol & Trop Biol, Biocenter, Wurzburg, GermanyWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Martin, Emily A.
Martinez, Eliana
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Invest Obonuco, CORPOICA, Pasto, ColombiaWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Martinez, Eliana
Memmott, Jane
论文数: 0引用数: 0
h-index: 0
机构:
Univ Bristol, Sch Biol Sci, Bristol, Avon, EnglandWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Memmott, Jane
Morandin, Lora
论文数: 0引用数: 0
h-index: 0
机构:
Pollinator Partnership Canada, Victoria, BC, CanadaWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Morandin, Lora
Neame, Lisa
论文数: 0引用数: 0
h-index: 0
机构:
Alberta Environm & Parks, Reg Planning Branch, Edmonton, AB, CanadaWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Neame, Lisa
Otieno, Mark
论文数: 0引用数: 0
h-index: 0
机构:
Embu Univ Coll, Dept Agr Resource Management, Embu, KenyaWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Otieno, Mark
Park, Mia G.
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Entomol, Ithaca, NY 14853 USA
Univ North Dakota, Dept Humanities & Integrated Studies, Grand Forks, ND 58201 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Park, Mia G.
Pfiffner, Lukas
论文数: 0引用数: 0
h-index: 0
机构:
Res Inst Organ Agr, Dept Crop Sci, Frick, SwitzerlandWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Pfiffner, Lukas
Pocock, Michael J. O.
论文数: 0引用数: 0
h-index: 0
机构:
NERC Ctr Ecol & Hydrol, Wallingford, Oxon, EnglandWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Pocock, Michael J. O.
Ponce, Carlos
论文数: 0引用数: 0
h-index: 0
机构:
Museo Nacl Ciencias Nat, CSIC, Dept Evolutionary Ecol, Madrid, SpainWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Ponce, Carlos
Potts, Simon G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Reading, Sch Agr Policy & Dev, Ctr Agrienvironm Res, Reading, Berks, EnglandWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
Potts, Simon G.
Poveda, Katja
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Entomol, Ithaca, NY 14853 USAWashington State Univ, Dept Entomol, Pullman, WA 99164 USA
机构:
Shandong Univ, Sch Life Sci, Jinan 250100, Peoples R China
Ctr Dis Prevent & Control Jinan Military Command, Jinan 250014, Peoples R ChinaShandong Univ, Sch Life Sci, Jinan 250100, Peoples R China
Zhou Juan
Guo Weihua
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Sch Life Sci, Jinan 250100, Peoples R ChinaShandong Univ, Sch Life Sci, Jinan 250100, Peoples R China
Guo Weihua
Wang Renqing
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Sch Life Sci, Jinan 250100, Peoples R ChinaShandong Univ, Sch Life Sci, Jinan 250100, Peoples R China
Wang Renqing
Han Xuemei
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Sch Life Sci, Jinan 250100, Peoples R ChinaShandong Univ, Sch Life Sci, Jinan 250100, Peoples R China
Han Xuemei
Wang Qiang
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Sch Life Sci, Jinan 250100, Peoples R ChinaShandong Univ, Sch Life Sci, Jinan 250100, Peoples R China
机构:
Univ Buenos Aires, Fac Agron, Dept Recursos Nat & Ambiente, IFEVA,CONICET, RA-1053 Buenos Aires, DF, ArgentinaUniv Buenos Aires, Fac Agron, Dept Recursos Nat & Ambiente, IFEVA,CONICET, RA-1053 Buenos Aires, DF, Argentina
D'Acunto, Luciana
Semmartin, Maria
论文数: 0引用数: 0
h-index: 0
机构:
Univ Buenos Aires, Fac Agron, Dept Recursos Nat & Ambiente, IFEVA,CONICET, RA-1053 Buenos Aires, DF, ArgentinaUniv Buenos Aires, Fac Agron, Dept Recursos Nat & Ambiente, IFEVA,CONICET, RA-1053 Buenos Aires, DF, Argentina
Semmartin, Maria
Ghersa, Claudio M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Buenos Aires, Fac Agron, Dept Recursos Nat & Ambiente, IFEVA,CONICET, RA-1053 Buenos Aires, DF, ArgentinaUniv Buenos Aires, Fac Agron, Dept Recursos Nat & Ambiente, IFEVA,CONICET, RA-1053 Buenos Aires, DF, Argentina