Fungi support a wide range of ecosystem processes such as decomposition of organic matter and plant-soil relationships. Yet, our understanding of the factors driving the metaproteome of fungal communities is still scarce. Here, we conducted a field survey including data on fungal biomass (by phospholipid fatty acids, PLFA), community composition (by metabarcoding of the 18S rRNA gene from extracted DNA) and functional profile (by metaproteomics) to investigate soil fungi and their relation to edaphic and environmental variables across three ecosystems (forests, grasslands, and shrublands) distributed across the globe. We found that protein richness of soil fungi was significantly higher in forests than in shrublands. Among a wide suite of edaphic and environmental variables, we found that soil carbon content and plant cover shaped evenness and diversity of fungal soil proteins while protein richness correlated to mean annual temperature and pH. Functions shifted from metabolism in forests to information processing and storage in shrublands. The differences between the biomes highlight the utility of metaproteomics to investigate functional microbiomes in soil. Significance: Understanding the structure and the function of fungal communities and the driving factors is crucial to determine the contribution to ecosystem services of fungi and what effect future climate has. While there is considerable knowledge on the ecosystem processes provided by fungi such as decomposition of organic matter and plant-soil relationships, our understanding of the driving factors of the fungal metaproteome is scarce. Here we present the first estimates of fungal topsoil protein diversity in a wide range of soils across global biomes. We report taxonomic differences for genes delivered by amplicon sequencing of the 18S rRNA gene and differences of the functional microbiome based on metaproteomics. Both methods gave a complementary view on the fungal topsoil communities, unveiling both taxonomic and functional changes with changing environments. Such a comprehensive multi-omic analysis of fungal topsoil communities has never been performed before, to our knowledge.
机构:
Zhejiang A&F Univ, State Key Lab Subtrop Silviculture, Nurturing Stn, Linan 311300, Peoples R ChinaZhejiang A&F Univ, State Key Lab Subtrop Silviculture, Nurturing Stn, Linan 311300, Peoples R China
Song, Xinzhang
Peng, Changhui
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Univ Quebec, Dept Biol Sci, Inst Environm Sci, Montreal, PQ H3C 3P8, Canada
Northwest Agr & Forest Univ, Coll Forestry, Lab Ecol Forecasting & Global Change, Yangling 712100, Peoples R ChinaZhejiang A&F Univ, State Key Lab Subtrop Silviculture, Nurturing Stn, Linan 311300, Peoples R China
Peng, Changhui
Zhao, Zhengyong
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Univ Quebec, Dept Biol Sci, Inst Environm Sci, Montreal, PQ H3C 3P8, CanadaZhejiang A&F Univ, State Key Lab Subtrop Silviculture, Nurturing Stn, Linan 311300, Peoples R China
Zhao, Zhengyong
Zhang, Zhiting
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Hebei North Coll, Zhangjiakou 075000, Peoples R ChinaZhejiang A&F Univ, State Key Lab Subtrop Silviculture, Nurturing Stn, Linan 311300, Peoples R China
Zhang, Zhiting
Guo, Baohua
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Int Ctr Bamboo & Rattan, Beijing 100102, Peoples R ChinaZhejiang A&F Univ, State Key Lab Subtrop Silviculture, Nurturing Stn, Linan 311300, Peoples R China
Guo, Baohua
Wang, Weifeng
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McGill Univ, Dept Geog, Montreal, PQ H3A 0B9, CanadaZhejiang A&F Univ, State Key Lab Subtrop Silviculture, Nurturing Stn, Linan 311300, Peoples R China
Wang, Weifeng
Jiang, Hong
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Zhejiang A&F Univ, State Key Lab Subtrop Silviculture, Nurturing Stn, Linan 311300, Peoples R ChinaZhejiang A&F Univ, State Key Lab Subtrop Silviculture, Nurturing Stn, Linan 311300, Peoples R China
Jiang, Hong
Zhu, Qiuan
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Northwest Agr & Forest Univ, Coll Forestry, Lab Ecol Forecasting & Global Change, Yangling 712100, Peoples R ChinaZhejiang A&F Univ, State Key Lab Subtrop Silviculture, Nurturing Stn, Linan 311300, Peoples R China
机构:
Natl Inst Publ Hlth & Environm, POB 1, NL-3720 BA Bilthoven, NetherlandsNatl Inst Publ Hlth & Environm, POB 1, NL-3720 BA Bilthoven, Netherlands
Sechi, Valentina
De Goede, Ron G. M.
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Wageningen Univ, Dept Soil Qual, POB 47, NL-6700 AA Wageningen, NetherlandsNatl Inst Publ Hlth & Environm, POB 1, NL-3720 BA Bilthoven, Netherlands
De Goede, Ron G. M.
Rutgers, Michiel
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Natl Inst Publ Hlth & Environm, POB 1, NL-3720 BA Bilthoven, NetherlandsNatl Inst Publ Hlth & Environm, POB 1, NL-3720 BA Bilthoven, Netherlands
Rutgers, Michiel
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Brussaard, Lijbert
Mulder, Christian
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Univ Catania, Dept Biol Geol & Environm Sci, Via Androne 81, Catania, ItalyNatl Inst Publ Hlth & Environm, POB 1, NL-3720 BA Bilthoven, Netherlands
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No Arizona Univ, Ctr Ecosyst Sci, Flagstaff, AZ 86011 USA
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USA
Univ Massachusetts, Dept Microbiol, Amherst, MA 01003 USANo Arizona Univ, Ctr Ecosyst Sci, Flagstaff, AZ 86011 USA
Liu, Xiao-Jun Allen
Finley, Brianna K.
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No Arizona Univ, Ctr Ecosyst Sci, Flagstaff, AZ 86011 USA
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USANo Arizona Univ, Ctr Ecosyst Sci, Flagstaff, AZ 86011 USA
Finley, Brianna K.
Mau, Rebecca L.
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No Arizona Univ, Ctr Ecosyst Sci, Flagstaff, AZ 86011 USA
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USA
No Arizona Univ, Pathogen & Microbiome Inst, Flagstaff, AZ 86011 USANo Arizona Univ, Ctr Ecosyst Sci, Flagstaff, AZ 86011 USA
Mau, Rebecca L.
Schwartz, Egbert
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No Arizona Univ, Ctr Ecosyst Sci, Flagstaff, AZ 86011 USA
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USANo Arizona Univ, Ctr Ecosyst Sci, Flagstaff, AZ 86011 USA
Schwartz, Egbert
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Dijkstra, Paul
Bowker, Matthew A.
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No Arizona Univ, Sch Forestry, Flagstaff, AZ 86011 USANo Arizona Univ, Ctr Ecosyst Sci, Flagstaff, AZ 86011 USA
Bowker, Matthew A.
Hungate, Bruce A.
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No Arizona Univ, Ctr Ecosyst Sci, Flagstaff, AZ 86011 USA
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USANo Arizona Univ, Ctr Ecosyst Sci, Flagstaff, AZ 86011 USA