Soil Microbial Composition and phoD Gene Abundance Are Sensitive to Phosphorus Level in a Long-Term Wheat-Maize Crop System

Microbes associated with phosphorus (P) cycling are intrinsic to soil P transformation and availability for plant use but are also influenced by the application of P fertilizer. Nevertheless, the variability in soil P in the field means that integrative analyses of soil P cycling, microbial composit...

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Main Authors: Ming Lang, Wenxin Zou, Xiuxiu Chen, Chunqin Zou, Wei Zhang, Yan Deng, Feng Zhu, Peng Yu, Xinping Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Microbiology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2020.605955/full
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language English
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sources DOAJ
author Ming Lang
Ming Lang
Wenxin Zou
Wenxin Zou
Xiuxiu Chen
Chunqin Zou
Wei Zhang
Wei Zhang
Yan Deng
Yan Deng
Feng Zhu
Peng Yu
Xinping Chen
Xinping Chen
Xinping Chen
spellingShingle Ming Lang
Ming Lang
Wenxin Zou
Wenxin Zou
Xiuxiu Chen
Chunqin Zou
Wei Zhang
Wei Zhang
Yan Deng
Yan Deng
Feng Zhu
Peng Yu
Xinping Chen
Xinping Chen
Xinping Chen
Soil Microbial Composition and phoD Gene Abundance Are Sensitive to Phosphorus Level in a Long-Term Wheat-Maize Crop System
Frontiers in Microbiology
phosphorus forms
bacterial and fungal communities
keystone taxa
microbial network analysis
phoD gene
author_facet Ming Lang
Ming Lang
Wenxin Zou
Wenxin Zou
Xiuxiu Chen
Chunqin Zou
Wei Zhang
Wei Zhang
Yan Deng
Yan Deng
Feng Zhu
Peng Yu
Xinping Chen
Xinping Chen
Xinping Chen
author_sort Ming Lang
title Soil Microbial Composition and phoD Gene Abundance Are Sensitive to Phosphorus Level in a Long-Term Wheat-Maize Crop System
title_short Soil Microbial Composition and phoD Gene Abundance Are Sensitive to Phosphorus Level in a Long-Term Wheat-Maize Crop System
title_full Soil Microbial Composition and phoD Gene Abundance Are Sensitive to Phosphorus Level in a Long-Term Wheat-Maize Crop System
title_fullStr Soil Microbial Composition and phoD Gene Abundance Are Sensitive to Phosphorus Level in a Long-Term Wheat-Maize Crop System
title_full_unstemmed Soil Microbial Composition and phoD Gene Abundance Are Sensitive to Phosphorus Level in a Long-Term Wheat-Maize Crop System
title_sort soil microbial composition and phod gene abundance are sensitive to phosphorus level in a long-term wheat-maize crop system
publisher Frontiers Media S.A.
series Frontiers in Microbiology
issn 1664-302X
publishDate 2021-01-01
description Microbes associated with phosphorus (P) cycling are intrinsic to soil P transformation and availability for plant use but are also influenced by the application of P fertilizer. Nevertheless, the variability in soil P in the field means that integrative analyses of soil P cycling, microbial composition, and microbial functional genes related to P cycling remain very challenging. In the present study in the North China Plain, we subjected the bacterial and fungal communities to amplicon sequencing analysis and characterized the alkaline phosphatase gene (phoD) encoding bacterial alkaline phosphatase in a long-term field experiment (10 years) with six mineral P fertilization rates up to 200 kg P ha–1. Long-term P fertilization increased soil available P, inorganic P, and total P, while soil organic P increased until the applied P rate reached 25 kg ha–1 and then decreased. The fungal alpha-diversity decreased as P rate increased, while there were no significant effects on bacterial alpha-diversity. Community compositions of bacteria and fungi were significantly affected by P rates at order and family levels. The number of keystone taxa decreased from 10 to 3 OTUs under increasing P rates from 0 to 200 kg ha–1. The gene copy numbers of the biomarker of the alkaline phosphatase phoD was higher at moderate P rates (25 and 50 kg ha–1) than at low (0 and 12.5 kg ha–1) and high (100 and 200 kg ha–1) rates of P fertilization, and was positively correlated with soil organic P concentration. One of the keystone taxa named BacOTU3771 belonging to Xanthomonadales was positively correlated with potential functional genes encoding enzymes such as glycerophosphoryl diester phosphodiesterase, acid phosphatase and negatively correlated with guinoprotein glucose dehydrogenase. Altogether, the results show the systematic effect of P gradient fertilization on P forms, the microbial community structure, keystone taxa, and functional genes associated with P cycling and highlight the potential of moderate rates of P fertilization to maintain microbial community composition, specific taxa, and levels of functional genes to achieve and sustain soil health.
topic phosphorus forms
bacterial and fungal communities
keystone taxa
microbial network analysis
phoD gene
url https://www.frontiersin.org/articles/10.3389/fmicb.2020.605955/full
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spelling doaj-5aaf286ca7fc4c3c9ade94a0d86fa9d52021-01-14T06:14:59ZengFrontiers Media S.A.Frontiers in Microbiology1664-302X2021-01-011110.3389/fmicb.2020.605955605955Soil Microbial Composition and phoD Gene Abundance Are Sensitive to Phosphorus Level in a Long-Term Wheat-Maize Crop SystemMing Lang0Ming Lang1Wenxin Zou2Wenxin Zou3Xiuxiu Chen4Chunqin Zou5Wei Zhang6Wei Zhang7Yan Deng8Yan Deng9Feng Zhu10Peng Yu11Xinping Chen12Xinping Chen13Xinping Chen14College of Resources and Environment, Academy of Agricultural Sciences, Southwest University, Chongqing, ChinaInterdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin, Southwest University, Chongqing, ChinaCollege of Resources and Environment, Academy of Agricultural Sciences, Southwest University, Chongqing, ChinaInterdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin, Southwest University, Chongqing, ChinaCenter for Resources, Environment and Food Security, College of Resources and Environmental Sciences, China Agricultural University, Beijing, ChinaCenter for Resources, Environment and Food Security, College of Resources and Environmental Sciences, China Agricultural University, Beijing, ChinaCollege of Resources and Environment, Academy of Agricultural Sciences, Southwest University, Chongqing, ChinaChongqing Key Laboratory of Efficient Utilization of Soil and Fertilizer Resources, Southwest University, Chongqing, ChinaCollege of Resources and Environment, Academy of Agricultural Sciences, Southwest University, Chongqing, ChinaInterdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin, Southwest University, Chongqing, ChinaKey Laboratory of Agricultural Water Resources, Hebei Key Laboratory of Soil Ecology, Center for Agricultural Resources Research, Institute of Genetic and Developmental Biology, Chinese Academy of Sciences, Shijiazhuang, ChinaCrop Functional Genomics, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, GermanyCollege of Resources and Environment, Academy of Agricultural Sciences, Southwest University, Chongqing, ChinaInterdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin, Southwest University, Chongqing, ChinaChongqing Key Laboratory of Efficient Utilization of Soil and Fertilizer Resources, Southwest University, Chongqing, ChinaMicrobes associated with phosphorus (P) cycling are intrinsic to soil P transformation and availability for plant use but are also influenced by the application of P fertilizer. Nevertheless, the variability in soil P in the field means that integrative analyses of soil P cycling, microbial composition, and microbial functional genes related to P cycling remain very challenging. In the present study in the North China Plain, we subjected the bacterial and fungal communities to amplicon sequencing analysis and characterized the alkaline phosphatase gene (phoD) encoding bacterial alkaline phosphatase in a long-term field experiment (10 years) with six mineral P fertilization rates up to 200 kg P ha–1. Long-term P fertilization increased soil available P, inorganic P, and total P, while soil organic P increased until the applied P rate reached 25 kg ha–1 and then decreased. The fungal alpha-diversity decreased as P rate increased, while there were no significant effects on bacterial alpha-diversity. Community compositions of bacteria and fungi were significantly affected by P rates at order and family levels. The number of keystone taxa decreased from 10 to 3 OTUs under increasing P rates from 0 to 200 kg ha–1. The gene copy numbers of the biomarker of the alkaline phosphatase phoD was higher at moderate P rates (25 and 50 kg ha–1) than at low (0 and 12.5 kg ha–1) and high (100 and 200 kg ha–1) rates of P fertilization, and was positively correlated with soil organic P concentration. One of the keystone taxa named BacOTU3771 belonging to Xanthomonadales was positively correlated with potential functional genes encoding enzymes such as glycerophosphoryl diester phosphodiesterase, acid phosphatase and negatively correlated with guinoprotein glucose dehydrogenase. Altogether, the results show the systematic effect of P gradient fertilization on P forms, the microbial community structure, keystone taxa, and functional genes associated with P cycling and highlight the potential of moderate rates of P fertilization to maintain microbial community composition, specific taxa, and levels of functional genes to achieve and sustain soil health.https://www.frontiersin.org/articles/10.3389/fmicb.2020.605955/fullphosphorus formsbacterial and fungal communitieskeystone taxamicrobial network analysisphoD gene