Rhizosphere bacterial communities of three minor grain crops exhibit distinct environmental adaptations and assembly processes
Deciphering responses of bacterial communities to environmental change, and understanding how communities assemble in response to environmental change, are important subjects. The assembly processes governing the rhizosphere bacterial communities of minor grain crops are rarely explored based on reg...
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Published in | European journal of soil science Vol. 73; no. 6 |
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Main Authors | , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Oxford, UK
Blackwell Publishing Ltd
01.11.2022
Wiley Subscription Services, Inc |
Subjects | |
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Abstract | Deciphering responses of bacterial communities to environmental change, and understanding how communities assemble in response to environmental change, are important subjects. The assembly processes governing the rhizosphere bacterial communities of minor grain crops are rarely explored based on regional scales, especially in terms of the environmental adaptation. Here, we investigated the environmental thresholds and phylogenetic signals for ecological preferences of rhizosphere bacterial communities of three minor grain crop taxa across complex environmental gradients to reflect their environmental adaptation. Additionally, we reported environmental factors affecting their community assembly processes based on a large‐scale soil survey in agricultural fields across northern China using high‐throughput sequencing. The results demonstrated a narrower range of environmental thresholds and weaker phylogenetic signals for the ecological traits of rhizosphere bacteria in proso millet than in foxtail millet and sorghum fields. The proso millet rhizosphere community was the most phylogenetically clustered. Null model analysis indicated that homogeneous selection belonging to deterministic processes governed the sorghum rhizosphere community, whereas dispersal limitation belonging to stochastic processes was the critical assembly process in the foxtail millet and proso millet. Mean annual temperature was the decisive factor for adjusting the balance between stochasticity and determinism of the foxtail millet, proso millet and sorghum rhizosphere communities. A higher temperature resulted in stochasticity in the proso millet and sorghum communities. For the foxtail millet community, the deterministic assembly increased with an increase in temperature. These results contribute to the understanding of rhizosphere‐associated bacterial community assembly processes in agro‐ecosystems on a large scale.
Highlights
Proso millet rhizosphere bacterial taxa exhibited weaker environmental adaptation than foxtail millet and sorghum taxa.
Determinism governed the sorghum rhizosphere community, whereas stochasticity was the critical assembly process in the foxtail and proso millet.
Mean annual temperature mediated balance between stochastic and deterministic processes. |
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AbstractList | Deciphering responses of bacterial communities to environmental change, and understanding how communities assemble in response to environmental change, are important subjects. The assembly processes governing the rhizosphere bacterial communities of minor grain crops are rarely explored based on regional scales, especially in terms of the environmental adaptation. Here, we investigated the environmental thresholds and phylogenetic signals for ecological preferences of rhizosphere bacterial communities of three minor grain crop taxa across complex environmental gradients to reflect their environmental adaptation. Additionally, we reported environmental factors affecting their community assembly processes based on a large‐scale soil survey in agricultural fields across northern China using high‐throughput sequencing. The results demonstrated a narrower range of environmental thresholds and weaker phylogenetic signals for the ecological traits of rhizosphere bacteria in proso millet than in foxtail millet and sorghum fields. The proso millet rhizosphere community was the most phylogenetically clustered. Null model analysis indicated that homogeneous selection belonging to deterministic processes governed the sorghum rhizosphere community, whereas dispersal limitation belonging to stochastic processes was the critical assembly process in the foxtail millet and proso millet. Mean annual temperature was the decisive factor for adjusting the balance between stochasticity and determinism of the foxtail millet, proso millet and sorghum rhizosphere communities. A higher temperature resulted in stochasticity in the proso millet and sorghum communities. For the foxtail millet community, the deterministic assembly increased with an increase in temperature. These results contribute to the understanding of rhizosphere‐associated bacterial community assembly processes in agro‐ecosystems on a large scale. HIGHLIGHTS: Proso millet rhizosphere bacterial taxa exhibited weaker environmental adaptation than foxtail millet and sorghum taxa. Determinism governed the sorghum rhizosphere community, whereas stochasticity was the critical assembly process in the foxtail and proso millet. Mean annual temperature mediated balance between stochastic and deterministic processes. Deciphering responses of bacterial communities to environmental change, and understanding how communities assemble in response to environmental change, are important subjects. The assembly processes governing the rhizosphere bacterial communities of minor grain crops are rarely explored based on regional scales, especially in terms of the environmental adaptation. Here, we investigated the environmental thresholds and phylogenetic signals for ecological preferences of rhizosphere bacterial communities of three minor grain crop taxa across complex environmental gradients to reflect their environmental adaptation. Additionally, we reported environmental factors affecting their community assembly processes based on a large‐scale soil survey in agricultural fields across northern China using high‐throughput sequencing. The results demonstrated a narrower range of environmental thresholds and weaker phylogenetic signals for the ecological traits of rhizosphere bacteria in proso millet than in foxtail millet and sorghum fields. The proso millet rhizosphere community was the most phylogenetically clustered. Null model analysis indicated that homogeneous selection belonging to deterministic processes governed the sorghum rhizosphere community, whereas dispersal limitation belonging to stochastic processes was the critical assembly process in the foxtail millet and proso millet. Mean annual temperature was the decisive factor for adjusting the balance between stochasticity and determinism of the foxtail millet, proso millet and sorghum rhizosphere communities. A higher temperature resulted in stochasticity in the proso millet and sorghum communities. For the foxtail millet community, the deterministic assembly increased with an increase in temperature. These results contribute to the understanding of rhizosphere‐associated bacterial community assembly processes in agro‐ecosystems on a large scale. Highlights Proso millet rhizosphere bacterial taxa exhibited weaker environmental adaptation than foxtail millet and sorghum taxa. Determinism governed the sorghum rhizosphere community, whereas stochasticity was the critical assembly process in the foxtail and proso millet. Mean annual temperature mediated balance between stochastic and deterministic processes. Deciphering responses of bacterial communities to environmental change, and understanding how communities assemble in response to environmental change, are important subjects. The assembly processes governing the rhizosphere bacterial communities of minor grain crops are rarely explored based on regional scales, especially in terms of the environmental adaptation. Here, we investigated the environmental thresholds and phylogenetic signals for ecological preferences of rhizosphere bacterial communities of three minor grain crop taxa across complex environmental gradients to reflect their environmental adaptation. Additionally, we reported environmental factors affecting their community assembly processes based on a large‐scale soil survey in agricultural fields across northern China using high‐throughput sequencing. The results demonstrated a narrower range of environmental thresholds and weaker phylogenetic signals for the ecological traits of rhizosphere bacteria in proso millet than in foxtail millet and sorghum fields. The proso millet rhizosphere community was the most phylogenetically clustered. Null model analysis indicated that homogeneous selection belonging to deterministic processes governed the sorghum rhizosphere community, whereas dispersal limitation belonging to stochastic processes was the critical assembly process in the foxtail millet and proso millet. Mean annual temperature was the decisive factor for adjusting the balance between stochasticity and determinism of the foxtail millet, proso millet and sorghum rhizosphere communities. A higher temperature resulted in stochasticity in the proso millet and sorghum communities. For the foxtail millet community, the deterministic assembly increased with an increase in temperature. These results contribute to the understanding of rhizosphere‐associated bacterial community assembly processes in agro‐ecosystems on a large scale.HighlightsProso millet rhizosphere bacterial taxa exhibited weaker environmental adaptation than foxtail millet and sorghum taxa.Determinism governed the sorghum rhizosphere community, whereas stochasticity was the critical assembly process in the foxtail and proso millet.Mean annual temperature mediated balance between stochastic and deterministic processes. |
Author | Yang, Pu Yan, Feng Zhang, Panpan Gao, Zhijun Zhang, Feifei Chen, Pengliang Dong, Yang Feng, Baili Tian, Lixin Gao, Xiaoli |
Author_xml | – sequence: 1 givenname: Lixin surname: Tian fullname: Tian, Lixin organization: Ministry of Agriculture, College of Agronomy, Northwest A & F University – sequence: 2 givenname: Feifei surname: Zhang fullname: Zhang, Feifei organization: Ministry of Agriculture, College of Agronomy, Northwest A & F University – sequence: 3 givenname: Pengliang surname: Chen fullname: Chen, Pengliang organization: Ministry of Agriculture, College of Agronomy, Northwest A & F University – sequence: 4 givenname: Panpan surname: Zhang fullname: Zhang, Panpan organization: Yulin University – sequence: 5 givenname: Zhijun surname: Gao fullname: Gao, Zhijun organization: Inner Mongolia Erdos Institute of Agriculture and Animal Husbandry – sequence: 6 givenname: Yang surname: Dong fullname: Dong, Yang organization: Heilongjiang Academy of Agricultural Sciences – sequence: 7 givenname: Feng surname: Yan fullname: Yan, Feng organization: Heilongjiang Academy of Agricultural Sciences – sequence: 8 givenname: Pu surname: Yang fullname: Yang, Pu organization: Ministry of Agriculture, College of Agronomy, Northwest A & F University – sequence: 9 givenname: Xiaoli surname: Gao fullname: Gao, Xiaoli organization: Ministry of Agriculture, College of Agronomy, Northwest A & F University – sequence: 10 givenname: Baili orcidid: 0000-0002-0992-271X surname: Feng fullname: Feng, Baili email: fengbaili@nwafu.edu.cn organization: Ministry of Agriculture, College of Agronomy, Northwest A & F University |
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Notes | Funding information Minor Grain Crops Research and Development System of Shaanxi Province, Grant/Award Number: 2009‐2021; National Key R&D Program of China, Grant/Award Numbers: 2019YFD1000700, 2019YFD1000702; National Millet Crops Research and Development System, Grant/Award Number: CARS‐06‐13.5‐A26; National Natural Science Foundation of China, Grant/Award Number: 31860340; Shaanxi Province Agricultural Collaborative Innovation and Extension Alliance Project, Grant/Award Number: LMZD201803 ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
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Snippet | Deciphering responses of bacterial communities to environmental change, and understanding how communities assemble in response to environmental change, are... |
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SubjectTerms | Adaptation Agricultural ecosystems Agricultural land agroecosystems Assembly Bacteria bacterial communities biogeographic patterns China community assembly Crops Determinism environmental breadth Environmental changes Environmental factors Environmental gradient Fields Grain Grain crops High temperature Millet minor grain crops Panicum miliaceum Panicum miliaceum subsp. miliaceum phylogenetic signal Phylogenetics Phylogeny Rhizosphere rhizosphere bacteria Setaria italica Soil surveys Sorghum Stochastic processes Stochasticity Surveying Temperature Thresholds |
Title | Rhizosphere bacterial communities of three minor grain crops exhibit distinct environmental adaptations and assembly processes |
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