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Effects of cadmium contamination on bacterial and fungal communities in Panax ginseng-growing soil
BACKGROUND: Cadmium (Cd) contamination in soil poses a serious safety risk for the development of medicine and food with ginseng as the raw material. Microorganisms are key players in the functioning and service of soil ecosystems, but the effects of Cd-contaminated ginseng growth on these microorga...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8933969/ https://www.ncbi.nlm.nih.gov/pubmed/35305554 http://dx.doi.org/10.1186/s12866-022-02488-z |
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author | Sun, Hai Shao, Cai Jin, Qiao Li, Meijia Zhang, Zhenghai Liang, Hao Lei, Huixia Qian, Jiaqi Zhang, Yayu |
author_facet | Sun, Hai Shao, Cai Jin, Qiao Li, Meijia Zhang, Zhenghai Liang, Hao Lei, Huixia Qian, Jiaqi Zhang, Yayu |
author_sort | Sun, Hai |
collection | PubMed |
description | BACKGROUND: Cadmium (Cd) contamination in soil poses a serious safety risk for the development of medicine and food with ginseng as the raw material. Microorganisms are key players in the functioning and service of soil ecosystems, but the effects of Cd-contaminated ginseng growth on these microorganisms is still poorly understood. To study this hypothesis, we evaluated the effects of microorganisms and Cd (0, 0.25, 0.5, 1.0, 2.0, 5.0, and 10.0 mg kg(-1) of Cd) exposure on the soil microbial community using Illumina HiSeq high-throughput sequencing. RESULTS: Our results indicated that Cd-contaminated soil affected the soil microbial diversity and composition, and bacterial diversity was affected more than fungal diversity in Cd-contaminated soil, especially according to Shannon indices. The abundance of the soil microbial community decreased and the composition changed according to the relative abundances at the phylum level, including those of Saccharibacteria and Gemmatimonadetes in bacteria and Mortierellomycota in fungi. The LEfSe algorithm was used to identify active biomarkers, and 45 differentially abundant bacterial taxonomic clades and 16 differentially abundant fungal taxonomic clades were identified with LDA scores higher than 4.0. Finally, a heatmap of Spearman's rank correlation coefficients and canonical discriminant analysis (CDA) indicated that some key biomarkers, Arenimonas, Xanthomonadales, Nitrosomonadaceae, Methylophilales, Caulobacterales, Aeromicrobium, Chitinophagaceae, Acidimicrobiales, Nocardioidaceae, Propionibacteriales, Frankiales, and Gemmatimonadaceae, were positively correlated with the total and available Cd (p<0.05) but negatively correlated with AK, AP, and pH (p<0.05) in the bacterial community. Similarly, in the fungal community, Tubaria, Mortierellaceae, and Rhizophagus were positively correlated with the total and available Cd but negatively correlated with AK, AP, TK, and pH. CONCLUSION: Cd contamination significantly affected microbial diversity and composition in ginseng-growing soil. Our findings provide new insight into the effects of Cd contamination on the microbial communities in ginseng-growing soil. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12866-022-02488-z. |
format | Online Article Text |
id | pubmed-8933969 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-89339692022-03-23 Effects of cadmium contamination on bacterial and fungal communities in Panax ginseng-growing soil Sun, Hai Shao, Cai Jin, Qiao Li, Meijia Zhang, Zhenghai Liang, Hao Lei, Huixia Qian, Jiaqi Zhang, Yayu BMC Microbiol Research BACKGROUND: Cadmium (Cd) contamination in soil poses a serious safety risk for the development of medicine and food with ginseng as the raw material. Microorganisms are key players in the functioning and service of soil ecosystems, but the effects of Cd-contaminated ginseng growth on these microorganisms is still poorly understood. To study this hypothesis, we evaluated the effects of microorganisms and Cd (0, 0.25, 0.5, 1.0, 2.0, 5.0, and 10.0 mg kg(-1) of Cd) exposure on the soil microbial community using Illumina HiSeq high-throughput sequencing. RESULTS: Our results indicated that Cd-contaminated soil affected the soil microbial diversity and composition, and bacterial diversity was affected more than fungal diversity in Cd-contaminated soil, especially according to Shannon indices. The abundance of the soil microbial community decreased and the composition changed according to the relative abundances at the phylum level, including those of Saccharibacteria and Gemmatimonadetes in bacteria and Mortierellomycota in fungi. The LEfSe algorithm was used to identify active biomarkers, and 45 differentially abundant bacterial taxonomic clades and 16 differentially abundant fungal taxonomic clades were identified with LDA scores higher than 4.0. Finally, a heatmap of Spearman's rank correlation coefficients and canonical discriminant analysis (CDA) indicated that some key biomarkers, Arenimonas, Xanthomonadales, Nitrosomonadaceae, Methylophilales, Caulobacterales, Aeromicrobium, Chitinophagaceae, Acidimicrobiales, Nocardioidaceae, Propionibacteriales, Frankiales, and Gemmatimonadaceae, were positively correlated with the total and available Cd (p<0.05) but negatively correlated with AK, AP, and pH (p<0.05) in the bacterial community. Similarly, in the fungal community, Tubaria, Mortierellaceae, and Rhizophagus were positively correlated with the total and available Cd but negatively correlated with AK, AP, TK, and pH. CONCLUSION: Cd contamination significantly affected microbial diversity and composition in ginseng-growing soil. Our findings provide new insight into the effects of Cd contamination on the microbial communities in ginseng-growing soil. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12866-022-02488-z. BioMed Central 2022-03-19 /pmc/articles/PMC8933969/ /pubmed/35305554 http://dx.doi.org/10.1186/s12866-022-02488-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Sun, Hai Shao, Cai Jin, Qiao Li, Meijia Zhang, Zhenghai Liang, Hao Lei, Huixia Qian, Jiaqi Zhang, Yayu Effects of cadmium contamination on bacterial and fungal communities in Panax ginseng-growing soil |
title | Effects of cadmium contamination on bacterial and fungal communities in Panax ginseng-growing soil |
title_full | Effects of cadmium contamination on bacterial and fungal communities in Panax ginseng-growing soil |
title_fullStr | Effects of cadmium contamination on bacterial and fungal communities in Panax ginseng-growing soil |
title_full_unstemmed | Effects of cadmium contamination on bacterial and fungal communities in Panax ginseng-growing soil |
title_short | Effects of cadmium contamination on bacterial and fungal communities in Panax ginseng-growing soil |
title_sort | effects of cadmium contamination on bacterial and fungal communities in panax ginseng-growing soil |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8933969/ https://www.ncbi.nlm.nih.gov/pubmed/35305554 http://dx.doi.org/10.1186/s12866-022-02488-z |
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