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Response mechanisms of bacterial communities and nitrogen cycle functional genes in millet rhizosphere soil to chromium stress
INTRODUCTION: A growing amount of heavy metal contamination in soil disturbs the ecosystem’s equilibrium, in which microbial populations play a key role in the nutrient cycle of soils. However, given the different sensitivity of microbial communities to different spatial and temporal scales, microbi...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9992798/ https://www.ncbi.nlm.nih.gov/pubmed/36910173 http://dx.doi.org/10.3389/fmicb.2023.1116535 |
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author | Bai, Xue Li, Yvjing Jing, Xiuqing Zhao, Xiaodong Zhao, Pengyu |
author_facet | Bai, Xue Li, Yvjing Jing, Xiuqing Zhao, Xiaodong Zhao, Pengyu |
author_sort | Bai, Xue |
collection | PubMed |
description | INTRODUCTION: A growing amount of heavy metal contamination in soil disturbs the ecosystem’s equilibrium, in which microbial populations play a key role in the nutrient cycle of soils. However, given the different sensitivity of microbial communities to different spatial and temporal scales, microbial community structure and function also have varied response mechanisms to different heavy metal contaminated habitats. METHODS: In this study, samples were taken prior to Cr stress (CK) and 6 h and 6 days after Cr stress (Cr_6h, Cr_6d) in laboratory experiments. High-throughput sequencing revealed trends in the structure and diversity of the bacterial communities, and real-time fluorescence quantitative polymerase chain reaction (qPCR) was used to analyze trends in nitrogen cycle functional genes (AOA-amoA, AOB-amoA, narG, nirK, and nifH). RESULTS: The findings showed that (1) the composition structure of the soil bacterial community changed considerably in Cr–stressed soils; α-diversity showed significant phase transition characteristic from stress to stability (p < 0.05). (2) With an overall rising tendency, the abundance of the nitrogen cycle functional genes (AOA-amoA and AOB-amoA) decreased considerably before increasing, and α-diversity dramatically declined (p < 0.05). (3) The redundancy analysis (RDA) and permutational multivariate analysis of variance (PERMANOVA) tests results showed that the soil physicochemical parameters were significantly correlated with the nitrogen cycle functional genes (r: 0.4195, p < 0.01). Mantel analysis showed that available nitrogen (N), available potassium (K), and available phosphorus (P) were significantly correlated with nifH (p = 0.006, 0.008, 0.004), and pH was highly significantly correlated with nifH (p = 0.026). The PLS-ME (partial least squares path model) model further demonstrated a significant direct effect of the soil physicochemical parameters on the nitrogen cycling functional genes. DISCUSSION: As a result, the composition and diversity of the bacterial community and the nitrogen cycle functional genes in Cr–stressed agricultural soils changed considerably. However, the influence of the soil physicochemical parameters on the functional genes involved in the nitrogen cycle was greater than that of the bacterial community. and Cr stress affects the N cycling process in soil mainly by affecting nitrification. This research has significant practical ramifications for understanding the mechanisms of microbial community homeostasis maintenance, nitrogen cycle response mechanisms, and soil remediation in heavy metal–contaminated agricultural soils. |
format | Online Article Text |
id | pubmed-9992798 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99927982023-03-09 Response mechanisms of bacterial communities and nitrogen cycle functional genes in millet rhizosphere soil to chromium stress Bai, Xue Li, Yvjing Jing, Xiuqing Zhao, Xiaodong Zhao, Pengyu Front Microbiol Microbiology INTRODUCTION: A growing amount of heavy metal contamination in soil disturbs the ecosystem’s equilibrium, in which microbial populations play a key role in the nutrient cycle of soils. However, given the different sensitivity of microbial communities to different spatial and temporal scales, microbial community structure and function also have varied response mechanisms to different heavy metal contaminated habitats. METHODS: In this study, samples were taken prior to Cr stress (CK) and 6 h and 6 days after Cr stress (Cr_6h, Cr_6d) in laboratory experiments. High-throughput sequencing revealed trends in the structure and diversity of the bacterial communities, and real-time fluorescence quantitative polymerase chain reaction (qPCR) was used to analyze trends in nitrogen cycle functional genes (AOA-amoA, AOB-amoA, narG, nirK, and nifH). RESULTS: The findings showed that (1) the composition structure of the soil bacterial community changed considerably in Cr–stressed soils; α-diversity showed significant phase transition characteristic from stress to stability (p < 0.05). (2) With an overall rising tendency, the abundance of the nitrogen cycle functional genes (AOA-amoA and AOB-amoA) decreased considerably before increasing, and α-diversity dramatically declined (p < 0.05). (3) The redundancy analysis (RDA) and permutational multivariate analysis of variance (PERMANOVA) tests results showed that the soil physicochemical parameters were significantly correlated with the nitrogen cycle functional genes (r: 0.4195, p < 0.01). Mantel analysis showed that available nitrogen (N), available potassium (K), and available phosphorus (P) were significantly correlated with nifH (p = 0.006, 0.008, 0.004), and pH was highly significantly correlated with nifH (p = 0.026). The PLS-ME (partial least squares path model) model further demonstrated a significant direct effect of the soil physicochemical parameters on the nitrogen cycling functional genes. DISCUSSION: As a result, the composition and diversity of the bacterial community and the nitrogen cycle functional genes in Cr–stressed agricultural soils changed considerably. However, the influence of the soil physicochemical parameters on the functional genes involved in the nitrogen cycle was greater than that of the bacterial community. and Cr stress affects the N cycling process in soil mainly by affecting nitrification. This research has significant practical ramifications for understanding the mechanisms of microbial community homeostasis maintenance, nitrogen cycle response mechanisms, and soil remediation in heavy metal–contaminated agricultural soils. Frontiers Media S.A. 2023-02-22 /pmc/articles/PMC9992798/ /pubmed/36910173 http://dx.doi.org/10.3389/fmicb.2023.1116535 Text en Copyright © 2023 Bai, Li, Jing, Zhao and Zhao. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Microbiology Bai, Xue Li, Yvjing Jing, Xiuqing Zhao, Xiaodong Zhao, Pengyu Response mechanisms of bacterial communities and nitrogen cycle functional genes in millet rhizosphere soil to chromium stress |
title | Response mechanisms of bacterial communities and nitrogen cycle functional genes in millet rhizosphere soil to chromium stress |
title_full | Response mechanisms of bacterial communities and nitrogen cycle functional genes in millet rhizosphere soil to chromium stress |
title_fullStr | Response mechanisms of bacterial communities and nitrogen cycle functional genes in millet rhizosphere soil to chromium stress |
title_full_unstemmed | Response mechanisms of bacterial communities and nitrogen cycle functional genes in millet rhizosphere soil to chromium stress |
title_short | Response mechanisms of bacterial communities and nitrogen cycle functional genes in millet rhizosphere soil to chromium stress |
title_sort | response mechanisms of bacterial communities and nitrogen cycle functional genes in millet rhizosphere soil to chromium stress |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9992798/ https://www.ncbi.nlm.nih.gov/pubmed/36910173 http://dx.doi.org/10.3389/fmicb.2023.1116535 |
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