Illumina-based Analysis of Endophytic Bacterial Diversity of four Allium species
Allium species are popular vegetables in China and possess antifungal and antibacterial activities. This study aimed to compare the endophytic bacterial community in the four crucial Allium species in China, Chinese leek (CL), garlic (GA), onion (ON,) and Welsh onion (WO), using sequences of the V3–...
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Published in | Scientific reports Vol. 9; no. 1; pp. 15271 - 11 |
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Format | Journal Article |
Language | English |
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Nature Publishing Group UK
24.10.2019
Nature Publishing Group Nature Portfolio |
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Abstract | Allium
species are popular vegetables in China and possess antifungal and antibacterial activities. This study aimed to compare the endophytic bacterial community in the four crucial
Allium
species in China, Chinese leek (CL), garlic (GA), onion (ON,) and Welsh onion (WO), using sequences of the V3–V4 region of the bacterial 16S rRNA gene. A total of 1,036,637 high-quality sequences and 719 operational taxonomic units (OTUs) were obtained across all libraries. A total of 20 phyla, 50 classes, 80 orders, 134 families, and 234 genera were identified. Among them, 18 OTUs and 19 genera were shared among the four
Allium
species.
Proteobacteria
(42.68%) and
Bacteroidetes
(20.18%) were the dominant phyla in CL, while one unclassified (>70%) was the dominant phyla in the other three
Allium
species. The alpha-diversity analysis showed the bacterial richness and diversity in CL were significantly higher than those in the other three
Allium
species. Principal coordinate analysis (PCA) showed endophytic bacterial communities in GA, WO, and ON were more similar than those in CL. Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt) analysis revealed endophytic bacteria mostly enriched in Membrane Transport, Amino Acid Metabolism and Carbohydrate Metabolism pathway. 17 of the 23 Kyoto Encyclopedia of Genes and Genomes (KEGG) categories and 159 of the 206 lower-level KEGG pathways in CL were significantly higher than those in the other three
Allium
species. Pearson’s correlation indicated that KEGG pathways with significant differences among the
Allium
species were closely related to the bacterial genera with significant differences between the
Allium
species. The findings of our study provided insight into the complex endophytic microbial communities in
Allium
species. |
---|---|
AbstractList | Allium
species are popular vegetables in China and possess antifungal and antibacterial activities. This study aimed to compare the endophytic bacterial community in the four crucial
Allium
species in China, Chinese leek (CL), garlic (GA), onion (ON,) and Welsh onion (WO), using sequences of the V3–V4 region of the bacterial 16S rRNA gene. A total of 1,036,637 high-quality sequences and 719 operational taxonomic units (OTUs) were obtained across all libraries. A total of 20 phyla, 50 classes, 80 orders, 134 families, and 234 genera were identified. Among them, 18 OTUs and 19 genera were shared among the four
Allium
species.
Proteobacteria
(42.68%) and
Bacteroidetes
(20.18%) were the dominant phyla in CL, while one unclassified (>70%) was the dominant phyla in the other three
Allium
species. The alpha-diversity analysis showed the bacterial richness and diversity in CL were significantly higher than those in the other three
Allium
species. Principal coordinate analysis (PCA) showed endophytic bacterial communities in GA, WO, and ON were more similar than those in CL. Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt) analysis revealed endophytic bacteria mostly enriched in Membrane Transport, Amino Acid Metabolism and Carbohydrate Metabolism pathway. 17 of the 23 Kyoto Encyclopedia of Genes and Genomes (KEGG) categories and 159 of the 206 lower-level KEGG pathways in CL were significantly higher than those in the other three
Allium
species. Pearson’s correlation indicated that KEGG pathways with significant differences among the
Allium
species were closely related to the bacterial genera with significant differences between the
Allium
species. The findings of our study provided insight into the complex endophytic microbial communities in
Allium
species. Allium species are popular vegetables in China and possess antifungal and antibacterial activities. This study aimed to compare the endophytic bacterial community in the four crucial Allium species in China, Chinese leek (CL), garlic (GA), onion (ON,) and Welsh onion (WO), using sequences of the V3-V4 region of the bacterial 16S rRNA gene. A total of 1,036,637 high-quality sequences and 719 operational taxonomic units (OTUs) were obtained across all libraries. A total of 20 phyla, 50 classes, 80 orders, 134 families, and 234 genera were identified. Among them, 18 OTUs and 19 genera were shared among the four Allium species. Proteobacteria (42.68%) and Bacteroidetes (20.18%) were the dominant phyla in CL, while one unclassified (>70%) was the dominant phyla in the other three Allium species. The alpha-diversity analysis showed the bacterial richness and diversity in CL were significantly higher than those in the other three Allium species. Principal coordinate analysis (PCA) showed endophytic bacterial communities in GA, WO, and ON were more similar than those in CL. Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt) analysis revealed endophytic bacteria mostly enriched in Membrane Transport, Amino Acid Metabolism and Carbohydrate Metabolism pathway. 17 of the 23 Kyoto Encyclopedia of Genes and Genomes (KEGG) categories and 159 of the 206 lower-level KEGG pathways in CL were significantly higher than those in the other three Allium species. Pearson's correlation indicated that KEGG pathways with significant differences among the Allium species were closely related to the bacterial genera with significant differences between the Allium species. The findings of our study provided insight into the complex endophytic microbial communities in Allium species.Allium species are popular vegetables in China and possess antifungal and antibacterial activities. This study aimed to compare the endophytic bacterial community in the four crucial Allium species in China, Chinese leek (CL), garlic (GA), onion (ON,) and Welsh onion (WO), using sequences of the V3-V4 region of the bacterial 16S rRNA gene. A total of 1,036,637 high-quality sequences and 719 operational taxonomic units (OTUs) were obtained across all libraries. A total of 20 phyla, 50 classes, 80 orders, 134 families, and 234 genera were identified. Among them, 18 OTUs and 19 genera were shared among the four Allium species. Proteobacteria (42.68%) and Bacteroidetes (20.18%) were the dominant phyla in CL, while one unclassified (>70%) was the dominant phyla in the other three Allium species. The alpha-diversity analysis showed the bacterial richness and diversity in CL were significantly higher than those in the other three Allium species. Principal coordinate analysis (PCA) showed endophytic bacterial communities in GA, WO, and ON were more similar than those in CL. Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt) analysis revealed endophytic bacteria mostly enriched in Membrane Transport, Amino Acid Metabolism and Carbohydrate Metabolism pathway. 17 of the 23 Kyoto Encyclopedia of Genes and Genomes (KEGG) categories and 159 of the 206 lower-level KEGG pathways in CL were significantly higher than those in the other three Allium species. Pearson's correlation indicated that KEGG pathways with significant differences among the Allium species were closely related to the bacterial genera with significant differences between the Allium species. The findings of our study provided insight into the complex endophytic microbial communities in Allium species. Allium species are popular vegetables in China and possess antifungal and antibacterial activities. This study aimed to compare the endophytic bacterial community in the four crucial Allium species in China, Chinese leek (CL), garlic (GA), onion (ON,) and Welsh onion (WO), using sequences of the V3–V4 region of the bacterial 16S rRNA gene. A total of 1,036,637 high-quality sequences and 719 operational taxonomic units (OTUs) were obtained across all libraries. A total of 20 phyla, 50 classes, 80 orders, 134 families, and 234 genera were identified. Among them, 18 OTUs and 19 genera were shared among the four Allium species. Proteobacteria (42.68%) and Bacteroidetes (20.18%) were the dominant phyla in CL, while one unclassified (>70%) was the dominant phyla in the other three Allium species. The alpha-diversity analysis showed the bacterial richness and diversity in CL were significantly higher than those in the other three Allium species. Principal coordinate analysis (PCA) showed endophytic bacterial communities in GA, WO, and ON were more similar than those in CL. Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt) analysis revealed endophytic bacteria mostly enriched in Membrane Transport, Amino Acid Metabolism and Carbohydrate Metabolism pathway. 17 of the 23 Kyoto Encyclopedia of Genes and Genomes (KEGG) categories and 159 of the 206 lower-level KEGG pathways in CL were significantly higher than those in the other three Allium species. Pearson’s correlation indicated that KEGG pathways with significant differences among the Allium species were closely related to the bacterial genera with significant differences between the Allium species. The findings of our study provided insight into the complex endophytic microbial communities in Allium species. Allium species are popular vegetables in China and possess antifungal and antibacterial activities. This study aimed to compare the endophytic bacterial community in the four crucial Allium species in China, Chinese leek (CL), garlic (GA), onion (ON,) and Welsh onion (WO), using sequences of the V3-V4 region of the bacterial 16S rRNA gene. A total of 1,036,637 high-quality sequences and 719 operational taxonomic units (OTUs) were obtained across all libraries. A total of 20 phyla, 50 classes, 80 orders, 134 families, and 234 genera were identified. Among them, 18 OTUs and 19 genera were shared among the four Allium species. Proteobacteria (42.68%) and Bacteroidetes (20.18%) were the dominant phyla in CL, while one unclassified (>70%) was the dominant phyla in the other three Allium species. The alpha-diversity analysis showed the bacterial richness and diversity in CL were significantly higher than those in the other three Allium species. Principal coordinate analysis (PCA) showed endophytic bacterial communities in GA, WO, and ON were more similar than those in CL. Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt) analysis revealed endophytic bacteria mostly enriched in Membrane Transport, Amino Acid Metabolism and Carbohydrate Metabolism pathway. 17 of the 23 Kyoto Encyclopedia of Genes and Genomes (KEGG) categories and 159 of the 206 lower-level KEGG pathways in CL were significantly higher than those in the other three Allium species. Pearson's correlation indicated that KEGG pathways with significant differences among the Allium species were closely related to the bacterial genera with significant differences between the Allium species. The findings of our study provided insight into the complex endophytic microbial communities in Allium species. Abstract Allium species are popular vegetables in China and possess antifungal and antibacterial activities. This study aimed to compare the endophytic bacterial community in the four crucial Allium species in China, Chinese leek (CL), garlic (GA), onion (ON,) and Welsh onion (WO), using sequences of the V3–V4 region of the bacterial 16S rRNA gene. A total of 1,036,637 high-quality sequences and 719 operational taxonomic units (OTUs) were obtained across all libraries. A total of 20 phyla, 50 classes, 80 orders, 134 families, and 234 genera were identified. Among them, 18 OTUs and 19 genera were shared among the four Allium species. Proteobacteria (42.68%) and Bacteroidetes (20.18%) were the dominant phyla in CL, while one unclassified (>70%) was the dominant phyla in the other three Allium species. The alpha-diversity analysis showed the bacterial richness and diversity in CL were significantly higher than those in the other three Allium species. Principal coordinate analysis (PCA) showed endophytic bacterial communities in GA, WO, and ON were more similar than those in CL. Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt) analysis revealed endophytic bacteria mostly enriched in Membrane Transport, Amino Acid Metabolism and Carbohydrate Metabolism pathway. 17 of the 23 Kyoto Encyclopedia of Genes and Genomes (KEGG) categories and 159 of the 206 lower-level KEGG pathways in CL were significantly higher than those in the other three Allium species. Pearson’s correlation indicated that KEGG pathways with significant differences among the Allium species were closely related to the bacterial genera with significant differences between the Allium species. The findings of our study provided insight into the complex endophytic microbial communities in Allium species. |
ArticleNumber | 15271 |
Author | Huang, Yonghong |
Author_xml | – sequence: 1 givenname: Yonghong surname: Huang fullname: Huang, Yonghong email: gstshh@126.com organization: College of Horticulture, Qingdao Agricultural University |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/31649302$$D View this record in MEDLINE/PubMed |
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CitedBy_id | crossref_primary_10_3390_microbiolres16030061 crossref_primary_10_1186_s41938_022_00601_y crossref_primary_10_3390_microorganisms13030596 crossref_primary_10_1016_j_jconhyd_2024_104335 crossref_primary_10_48022_mbl_2204_04007 crossref_primary_10_1371_journal_pone_0241371 crossref_primary_10_1007_s42770_023_01149_1 crossref_primary_10_3389_fmicb_2021_698703 crossref_primary_10_1016_j_scitotenv_2020_138081 crossref_primary_10_3390_microorganisms12061062 crossref_primary_10_3389_fmicb_2024_1447755 crossref_primary_10_3390_agronomy10111623 crossref_primary_10_1007_s00284_024_03726_5 crossref_primary_10_1007_s12088_021_00926_6 crossref_primary_10_3390_horticulturae9080901 crossref_primary_10_1186_s13568_024_01811_3 crossref_primary_10_1155_2023_3706709 crossref_primary_10_1007_s11356_021_15401_4 crossref_primary_10_1007_s00203_022_02815_y crossref_primary_10_1002_smll_202306553 crossref_primary_10_3389_fnut_2021_800932 crossref_primary_10_3390_microorganisms11071801 crossref_primary_10_3390_applmicrobiol1020025 crossref_primary_10_1111_1462_2920_15897 |
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Snippet | Allium
species are popular vegetables in China and possess antifungal and antibacterial activities. This study aimed to compare the endophytic bacterial... Allium species are popular vegetables in China and possess antifungal and antibacterial activities. This study aimed to compare the endophytic bacterial... Abstract Allium species are popular vegetables in China and possess antifungal and antibacterial activities. This study aimed to compare the endophytic... |
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SubjectTerms | 101/47 631/326/2565/547 631/449/2676/2678 Allium Allium - microbiology Amino acids Bacteria Bacteroidetes - genetics Carbohydrate metabolism DNA, Bacterial - genetics Endophytes Genera Genomes Humanities and Social Sciences Metabolism Microbial activity Microbiota - genetics multidisciplinary Phylogeny Plant Roots - microbiology Proteobacteria - genetics RNA, Ribosomal, 16S - genetics rRNA 16S Science Science (multidisciplinary) Sequence Analysis, DNA Species Species diversity |
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Title | Illumina-based Analysis of Endophytic Bacterial Diversity of four Allium species |
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