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Ding J, Yu S. Structural and Functional Characteristics of Soil Microbial Communities in Forest-Wetland Ecotones: A Case Study of the Lesser Khingan Mountains. Life (Basel) 2025; 15:570. [PMID: 40283125 PMCID: PMC12028757 DOI: 10.3390/life15040570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2025] [Revised: 03/27/2025] [Accepted: 03/30/2025] [Indexed: 04/29/2025] Open
Abstract
Soil microorganisms play an essential role in vegetation succession, nutrient cycling, and ecosystem restoration. This study investigates the responses of soil microbial communities to ecological transitions from forest to wetland in the Lesser Khingan Mountains, including mixed forest, conifer forest, wetland edge, and natural wetland. The results indicated that natural wetland soils were weakly acidic and contained significantly higher organic matter, total nitrogen, and available phosphorus compared to other soils. Soil bulk density increased with depth. Actinobacteria, Acidobacteriota, and Proteobacteria dominated in mixed forest, wetland edge, and natural wetland soils, respectively, showing minimal variation between depths. Principal component analysis and non-metric multidimensional scaling demonstrated distinct bacterial communities between natural wetlands and wetland edges. Redundancy analysis revealed that soil bacterial communities differed significantly between 15 cm and 30 cm layers, influenced by potassium, bulk density, organic carbon, phosphorus, and nitrogen. Proteobacteria and Bacteroidota abundances correlated positively with nutrients, while Acidobacteriota and Verrucomicrobiota correlated negatively with available potassium. Chemotrophic and aerobic bacteria dominated in forest soils, whereas fermentation-related and anaerobic bacteria were prevalent in wetland soils. The study highlights how ecological transitions and soil properties shape soil microbial communities and their functions.
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Affiliation(s)
- Junnan Ding
- Heilongjiang Province Key Laboratory of Cold Region Wetland Ecology and Environment Research, Harbin University, Harbin 150086, China;
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2
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Salami R, Saidi A, Hejazi MA, Panahi B, Hamid R. Seasonal Dynamics of the Bacterial Community in Lake Urmia, a Hypersaline Ecosystem. BIOLOGY 2025; 14:75. [PMID: 39857305 PMCID: PMC11759779 DOI: 10.3390/biology14010075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Revised: 12/18/2024] [Accepted: 12/18/2024] [Indexed: 01/27/2025]
Abstract
Lake Urmia is one of the world's most unique and hypersaline aquatic ecosystems. The aim of this study was to investigate the diversity, abundance and frequency of these microorganisms in water samples from the eastern regions of the lake over four seasons. Amplicon sequencing for the 16S rRNA gene was performed to examine bacterial communities in the samples. The study revealed significant seasonal variations in water quality parameters and their influence on the microbial communities. Majority and rarity analyses showed that winter and spring had higher core abundance and higher Gini index values, indicating a greater dominance of certain genera, while autumn and summer had a more balanced distribution. Analysis of beta diversity using the Bray-Curtis dissimilarity index emphasized that bacterial communities diverge most strongly in summer and winter, reflecting the significant changes in the environment with the season. Overall, understanding the seasonal variation in water chemistry and bacterial communities is critical for effective ecosystem management and conservation efforts.
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Affiliation(s)
- Robab Salami
- Department of Cell & Molecular Biology, Faculty of Life Sciences & Biotechnology, Shahid Beheshti University, Tehran 1983969411, Iran;
| | - Abbas Saidi
- Department of Cell & Molecular Biology, Faculty of Life Sciences & Biotechnology, Shahid Beheshti University, Tehran 1983969411, Iran;
| | - Mohammad Amin Hejazi
- Department of Food Biotechnology, Branch for Northwest & West Region, Agricultural Biotechnology Research Institute of Iran (ABRII), Agricultural Research, Education and Extension Organization (AREEO), Tabriz 5156915-598, Iran
| | - Bahman Panahi
- Department of Genomics, Branch for Northwest & West Region, Agricultural Biotechnology Research Institute of Iran (ABRII), Agricultural Research, Education and Extension Organization (AREEO), Tabriz 5156915-598, Iran;
| | - Rasmieh Hamid
- Department of Plant Breeding, Cotton Research Institute of Iran (CRII), Agricultural Research, Education and Extension Organization (AREEO), Gorgan 49166-85915, Iran;
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3
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Li J, Chen Y, Zhao G, Chen Y, Zhang N, Yu D, Li X. Herbal materials used as soil amendments alleviate root rot of Panax ginseng. Sci Rep 2024; 14:23825. [PMID: 39394247 PMCID: PMC11470044 DOI: 10.1038/s41598-024-74304-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 09/25/2024] [Indexed: 10/13/2024] Open
Abstract
Root rot is a serious soil-borne fungal disease that seriously affects the yield and quality of Panxa ginseng. To develop a sustainable strategy for alleviating ginseng root rot, an herb-based soil amendment is suggested in this study. Mixed powers of medicinal herbs (MP) and corn stalks (CS) were used as soil amendments, respectively, along with a control group (CK) without treatment. The application of MP and CS led to significant relief from ginseng root rot. The disease index (%) represents both the incidence rate and symptom severity of the disease. The disease index of the MP and CS group was 18.52% and 25.93%, respectively, lower than that of CK (40.74%). Correspondingly, three soil enzyme activities improved; the antifungal components in the soil increased; and the relative abundances of root rot pathogens decreased in response to MP Soil enzyme activities were negatively correlated with disease grades. MP group also led to possible interactive changes in the communities of soil fungi and chemical components. In conclusion, our results suggest that the use of herb-based soil amendments has significant potential as an ecological and effective approach to controlling root rot disease of ginseng by the changing rhizosphere fungal community and soil compositions.
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Affiliation(s)
- Jie Li
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, No. 16, Dongzhimen Nanxiao Rd, Beijing, 100700, China
| | - Yingying Chen
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, No. 16, Dongzhimen Nanxiao Rd, Beijing, 100700, China
- College of Chinese Materia Medica, Yunnan University of Chinese Medicine, No. 1076, Yuhua Rd, Kunming, 650500, China
| | - Guiping Zhao
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, No. 16, Dongzhimen Nanxiao Rd, Beijing, 100700, China
- College of Chinese Materia Medica, Yunnan University of Chinese Medicine, No. 1076, Yuhua Rd, Kunming, 650500, China
| | - Yanguo Chen
- China Medico corporation, No. 18, Gaofu Rd, Tianjin, 300301, China
| | - Naiwu Zhang
- China Medico corporation, No. 18, Gaofu Rd, Tianjin, 300301, China
| | - Dade Yu
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, No. 16, Dongzhimen Nanxiao Rd, Beijing, 100700, China.
| | - Xiwen Li
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, No. 16, Dongzhimen Nanxiao Rd, Beijing, 100700, China.
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Mažylytė R, Kailiuvienė J, Mažonienė E, Orola L, Kaziūnienė J, Mažylytė K, Lastauskienė E, Gegeckas A. The Co-Inoculation Effect on Triticum aestivum Growth with Synthetic Microbial Communities (SynComs) and Their Potential in Agrobiotechnology. PLANTS (BASEL, SWITZERLAND) 2024; 13:1716. [PMID: 38931148 PMCID: PMC11207813 DOI: 10.3390/plants13121716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 06/17/2024] [Accepted: 06/18/2024] [Indexed: 06/28/2024]
Abstract
The use of rhizospheric SynComs can be a new and sustainable strategy in the agrobiotechnology sector. The objective of this study was to create the most appropriate SynCom composition; examine the ability to dissolve natural rock phosphate (RP) from Morocco in liquid-modified NBRIP medium; determine organic acids, and phytohormones; and verify plant growth promoting and nutrition uptake effect in the pot experiments of winter wheat (Triticum aestivum). A total of nine different microorganisms were isolated, which belonged to three different genera: Bacillus, Pseudomonas, and Streptomyces. Out of the 21 treatments tested, four SynComs had the best phosphate-dissolving properties: IJAK-27+44+91 (129.17 mg L-1), IIBEI-32+40 (90.95 µg mL-1), IIIDEG-45+41 (122.78 mg L-1), and IIIDEG-45+41+72 (120.78 mg L-1). We demonstrate that these SynComs are capable of producing lactic, acetic, gluconic, malic, oxalic, citric acids, and phytohormones such as indole-3-acetic acid, zeatin, gibberellic acid, and abscisic acid. In pot experiments with winter wheat, we also demonstrated that the designed SynComs were able to effectively colonize the plant root rhizosphere and contributed to more abundant plant growth characteristics and nutrient uptake as uninoculated treatment or uninoculated treatment with superphosphate (NPK 0-19-0). The obtained results show that the SynCom compositions of IJAK-27+44+91, IIBEI-32+40, IIIDEG-45+41, and IIIDEG-45+41+72 can be considered as promising candidates for developing biofertilizers to facilitate P absorption and increase plant nutrition.
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Affiliation(s)
- Raimonda Mažylytė
- Life Sciences Center, Institute of Biosciences, Vilnius University, LT-10257 Vilnius, Lithuania; (K.M.); (E.L.); (A.G.)
| | | | - Edita Mažonienė
- Roquette Amilina, LT-35101 Panevezys, Lithuania; (J.K.); (E.M.)
| | - Liana Orola
- Faculty of Chemistry, University of Latvia, LV-1004 Riga, Latvia;
| | - Justina Kaziūnienė
- Institute of Agriculture, Lithuanian Research Centre for Agriculture and Forestry, LT-58344 Akademija, Lithuania;
| | - Kamilė Mažylytė
- Life Sciences Center, Institute of Biosciences, Vilnius University, LT-10257 Vilnius, Lithuania; (K.M.); (E.L.); (A.G.)
| | - Eglė Lastauskienė
- Life Sciences Center, Institute of Biosciences, Vilnius University, LT-10257 Vilnius, Lithuania; (K.M.); (E.L.); (A.G.)
| | - Audrius Gegeckas
- Life Sciences Center, Institute of Biosciences, Vilnius University, LT-10257 Vilnius, Lithuania; (K.M.); (E.L.); (A.G.)
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Yang B, Feng W, Zhou W, He K, Yang Z. Association between Soil Physicochemical Properties and Bacterial Community Structure in Diverse Forest Ecosystems. Microorganisms 2024; 12:728. [PMID: 38674672 PMCID: PMC11052384 DOI: 10.3390/microorganisms12040728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 03/29/2024] [Accepted: 03/30/2024] [Indexed: 04/28/2024] Open
Abstract
Although the importance of the soil bacterial community for ecosystem functions has long been recognized, there is still a limited understanding of the associations between its community composition, structure, co-occurrence patterns, and soil physicochemical properties. The objectives of the present study were to explore the association between soil physicochemical properties and the composition, diversity, co-occurrence network topological features, and assembly mechanisms of the soil bacterial community. Four typical forest types from Liziping Nature Reserve, representing evergreen coniferous forest, deciduous coniferous forest, mixed conifer-broadleaf forest, and its secondary forest, were selected for this study. The soil bacterial community was analyzed using Illumina MiSeq sequencing of 16S rRNA genes. Nonmetric multidimensional scaling was used to illustrate the clustering of different samples based on Bray-Curtis distances. The associations between soil physicochemical properties and bacterial community structure were analyzed using the Mantel test. The interactions among bacterial taxa were visualized with a co-occurrence network, and the community assembly processes were quantified using the Beta Nearest Taxon Index (Beta-NTI). The dominant bacterial phyla across all forest soils were Proteobacteria (45.17%), Acidobacteria (21.73%), Actinobacteria (8.75%), and Chloroflexi (5.06%). Chao1 estimator of richness, observed ASVs, faith-phylogenetic diversity (faith-PD) index, and community composition were distinguishing features of the examined four forest types. The first two principal components of redundancy analysis explained 41.33% of the variation in the soil bacterial community, with total soil organic carbon, soil moisture, pH, total nitrogen, carbon/nitrogen (C/N), carbon/phosphorous (C/P), and nitrogen/phosphorous (N/P) being the main soil physicochemical properties shaping soil bacterial communities. The co-occurrence network structure in the mixed forest was more complex compared to that in pure forests. The Beta-NTI indicated that the bacterial community assembly of the four examined forest types was collaboratively influenced by deterministic and stochastic ecological processes.
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Affiliation(s)
- Bing Yang
- Sichuan Academy of Giant Panda, Chengdu 610041, China; (W.F.); (W.Z.); (Z.Y.)
| | - Wanju Feng
- Sichuan Academy of Giant Panda, Chengdu 610041, China; (W.F.); (W.Z.); (Z.Y.)
| | - Wenjia Zhou
- Sichuan Academy of Giant Panda, Chengdu 610041, China; (W.F.); (W.Z.); (Z.Y.)
| | - Ke He
- Key Laboratory of Southwest China Wildlife Resources Conservation (Ministry of Education), China West Normal University, Nanchong 637002, China;
| | - Zhisong Yang
- Sichuan Academy of Giant Panda, Chengdu 610041, China; (W.F.); (W.Z.); (Z.Y.)
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Zheng F, Gu J, Lu D, Yang J, Shuai X, Li C, Chen H. Mixing with native broadleaf trees modified soil microbial communities of Cunninghamia lanceolata monocultures in South China. Front Microbiol 2024; 15:1372128. [PMID: 38505544 PMCID: PMC10949948 DOI: 10.3389/fmicb.2024.1372128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 02/19/2024] [Indexed: 03/21/2024] Open
Abstract
Mixing with different broadleaf trees into the monocultures of Cunninghamia lanceolata is widely adopted as an efficient transformation of the pure C. lanceolata forest. However, it is unclear how native broad-leaved trees influence the belowground ecological environment of the pure C. lanceolata culture plantation in nutrient-poor soil of South China. Herein, we aimed to investigate how a long-time mixing with native broadleaf trees shape soil microbial community of the pure C. lanceolata forest across different soil depth (0-20 cm and 20-40 cm) and to clarify relationships between the modified soil microbial community and those affected soil chemical properties. Using high-throughput sequencing technology, microbial compositions from the mixed C. lanceolata-broadleaf forest and the pure C. lanceolata forest were analyzed. Network analysis was utilized to investigate correlations among microorganisms, and network robustness was assessed by calculating network natural connectivity. Results demonstrated that the content of soil microbial biomass carbon and nitrogen, total phosphorus and pH in mixed forest stand were significantly higher than those in pure forest stand, except for available phosphorus in topsoil (0-20 cm). Simultaneously, the mixed C. lanceolata-broadleaf forest has a more homogeneous bacterial and fungal communities across different soil depth compared with the pure C. lanceolata forest, wherein the mixed forest recruited more diverse bacterial community in subsoil (20-40 cm) and reduced the diversity of fungal community in topsoil. Meanwhile, the mixed forest showed higher bacterial community stability while the pure forest showed higher fungal community stability. Moreover, bacterial communities showed significant correlations with various soil chemical indicators, whereas fungal communities exhibited correlations with only TP and pH. Therefore, the mixed C. lanceolata-broadleaf forest rely on their recruiting bacterial community to enhance and maintain the higher nutrient status of soil while the pure C. lanceolata forest rely on some specific fungi to satisfy their phosphorus requirement for survive strategy.
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Affiliation(s)
| | | | | | | | | | | | - Hongyue Chen
- College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
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Xianbang W, Mingping L, Kunliang L, Qiang H, Dongkang P, Haibin M, Guihua H. Effects of intercropping teak with Alpinia katsumadai Hayata and Amomum longiligulare T.L. Wu on rhizosphere soil nutrients and bacterial community diversity, structure, and network. Front Microbiol 2024; 15:1328772. [PMID: 38440142 PMCID: PMC10910098 DOI: 10.3389/fmicb.2024.1328772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 01/29/2024] [Indexed: 03/06/2024] Open
Abstract
Teak is a precious hardwood species in tropical and subtropical regions with a long growth cycle and slow economic returns. Intercropping medicinal plants is an effective method for obtaining early returns during the growth period of teak. However, currently, we lack sufficient knowledge about the impact of intercropping on the soil microenvironment, especially on rhizosphere soil bacterial communities. We selected two medicinal plants Alpinia katsumadai Hayata and Amomum longiligulare T.L. Wu, for an intercropping experiment with teak, and the non-intercropping teak forest area was used for comparison. By collecting soil rhizosphere samples and conducting 16S rDNA sequencing and property analysis, we aimed to investigate the influence of teak intercropping on soil microbial communities. The results showed that intercropping significantly improved soil nutrients contents, such as soil organic matter, soil total potassium and soil available nitrogen, and significantly altered bacterial community structure. Co-occurrence network analysis revealed that intercropping tightened the connections of the soil bacterial network and increased its complexity (by increasing the number of nodes and the proportion of positive edges). Teak intercropping with Amomum longiligulare T.L. Wu resulted in tighter network connections than teak intercropping with A. katsumadai Hayata. Changes in the soil bacterial community structure may related to environmental factors such as total potassium content and pH. These results demonstrated that the introduction of medicinal plants exerts a significant impact on the soil bacterial community of teak, fostering the enrichment of specific bacterial taxa (such as Firmicutes and Methylomirabilota), and makes the rhizosphere bacterial network denser and more complex. This study provides valuable insights for the management of teak plantations.
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Affiliation(s)
| | | | | | | | | | - Ma Haibin
- Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, China
| | - Huang Guihua
- Research Institute of Tropical Forestry, Chinese Academy of Forestry, Guangzhou, China
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Kapoor B, Onufrak A, Klingeman III W, DeBruyn JM, Cregger MA, Willcox E, Trigiano R, Hadziabdic D. Signatures of prescribed fire in the microbial communities of Cornus florida are largely undetectable five months post-fire. PeerJ 2023; 11:e15822. [PMID: 37641599 PMCID: PMC10460572 DOI: 10.7717/peerj.15822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 07/10/2023] [Indexed: 08/31/2023] Open
Abstract
Prescribed burn is a management tool that influences the physical structure and composition of forest plant communities and their associated microorganisms. Plant-associated microorganisms aid in host plant disease tolerance and increase nutrient availability. The effects of prescribed burn on microorganisms associated with native ecologically and economically important tree species, such as Cornus florida L. (flowering dogwood), are not well understood, particularly in aboveground plant tissues (e.g., leaf, stem, and bark tissues). The objective of this study was to use 16S rRNA gene and ITS2 region sequencing to evaluate changes in bacterial and fungal communities of five different flowering dogwood-associated niches (soil, roots, bark, stem, and leaves) five months following a prescribed burn treatment. The alpha- and beta-diversity of root bacterial/archaeal communities differed significantly between prescribed burn and unburned control-treated trees. In these bacterial/archaeal root communities, we also detected a significantly higher relative abundance of sequences identified as Acidothermaceae, a family of thermophilic bacteria. No significant differences were detected between prescribed burn-treated and unburned control trees in bulk soils or bark, stem, or leaf tissues. The findings of our study suggest that prescribed burn does not significantly alter the aboveground plant-associated microbial communities of flowering dogwood trees five months following the prescribed burn application. Further studies are required to better understand the short- and long-term effects of prescribed burns on the microbial communities of forest trees.
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Affiliation(s)
- Beant Kapoor
- Department of Entomology and Plant Pathology, University of Tennessee-Knoxville, Knoxville, Tennessee, United States
| | - Aaron Onufrak
- Department of Entomology and Plant Pathology, University of Tennessee-Knoxville, Knoxville, Tennessee, United States
| | - William Klingeman III
- Department of Plant Sciences, University of Tennessee-Knoxville, Knoxville, Tennessee, United States
| | - Jennifer M. DeBruyn
- Department of Biosystems Engineering and Soil Science, University of Tennessee-Knoxville, Knoxville, Tennessee, United States
| | - Melissa A. Cregger
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - Emma Willcox
- Department of Forestry, Wildlife and Fisheries, University of Tennessee-Knoxville, Knoxville, Tennessee, United States
| | - Robert Trigiano
- Department of Entomology and Plant Pathology, University of Tennessee-Knoxville, Knoxville, Tennessee, United States
| | - Denita Hadziabdic
- Department of Entomology and Plant Pathology, University of Tennessee-Knoxville, Knoxville, Tennessee, United States
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García-García R, Bocanegra-García V, Vital-López L, García-Mena J, Zamora-Antuñano MA, Cruz-Hernández MA, Rodríguez-Reséndiz J, Mendoza-Herrera A. Assessment of the Microbial Communities in Soil Contaminated with Petroleum Using Next-Generation Sequencing Tools. APPLIED SCIENCES 2023; 13:6922. [DOI: 10.3390/app13126922] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/05/2024]
Abstract
Microbial communities are known to play a principal role in petroleum degradation. This study tries to determine the composition of bacteria in selected crude oil-contaminated soil from Tabasco and Tamaulipas states, Mexico. We determined the microbial populations living under these conditions. We evaluated the structure and diversity of bacterial communities in the contaminated soil samples. The most abundant phylum is proteobacteria. Next Generation Sequencing (NGS) analysis of the sampled soils from both states revealed that this phylum has the most relative abundance among the identified bacteria phyla. The heatmap represented the relative percentage of each genus within each sample and clustered the four samples into two groups. Moreover, this allowed us to identify many genera in alkaline soil from Tamaulipas, such as Skermanella sp., Azospirillum sp. and Unclassified species from the Rhodospirillaceae family in higher abundance. Meanwhile, in acidic soil from Tabasco, we identified Thalassospira, Unclassified members of the Sphingomonadaceae family and Unclassified members of the Alphaproteobacteria class with higher abundance. Alpha diversity analysis showed a low diversity (Shannon and Simpson index); Chao observed species in both Regions. These results suggest that the bacteria identified in these genera may possess the ability to degrade petroleum, and further studies in the future should elucidate their role in petroleum degradation.
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Affiliation(s)
- Raul García-García
- Division of Chemistry and Renewable Energy, Universidad Tecnologica de San Juan del Rio (UTSJR), San Juan del Rio 76900, Queretaro, Mexico
| | - Virgilio Bocanegra-García
- Laboratorio Interacción Ambiente-Microorganismo, Instituto Politécnico Nacional, Centro de Biotecnología Genómica, Reynosa 88710, Tamaulipas, Mexico
| | - Lourdes Vital-López
- Carrera de Mantenimiento Industrial, Universidad Tecnológica de Tamaulipas Norte, Reynosa 88680, Tamaulipas, Mexico
| | - Jaime García-Mena
- Department of Genetics and Molecular Biology, Cinvestav, Av. IPN# 2508, Col. Zacatenco, Mexico City 07360, Mexico
| | - Marco Antonio Zamora-Antuñano
- Engineering Area and Centro de Investigación, Innovación y Desarrollo Tecnológico de UVM (CIIDETEC-UVM), Universidad del Valle de Mexico (UVM), Santiago de Queretaro 76230, Queretaro, Mexico
| | - María Antonia Cruz-Hernández
- Laboratorio Interacción Ambiente-Microorganismo, Instituto Politécnico Nacional, Centro de Biotecnología Genómica, Reynosa 88710, Tamaulipas, Mexico
| | | | - Alberto Mendoza-Herrera
- Laboratorio Interacción Ambiente-Microorganismo, Instituto Politécnico Nacional, Centro de Biotecnología Genómica, Reynosa 88710, Tamaulipas, Mexico
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Kenya E, Kinyanjui G, Kipnyargis A, Kinyua F, Mwangi M, Khamis F, Mwirichia R. Amplicon-based assessment of bacterial diversity and community structure in three tropical forest soils in Kenya. Heliyon 2022; 8:e11577. [PMID: 36411924 PMCID: PMC9674510 DOI: 10.1016/j.heliyon.2022.e11577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 07/14/2022] [Accepted: 11/07/2022] [Indexed: 11/16/2022] Open
Abstract
Forest soils provide a multitude of habitats for diverse communities of bacteria. In this study, we selected three tropical forests in Kenya to determine the diversity and community structure of soil bacteria inhabiting these regions. Kakamega and Irangi are rainforests, whereas Gazi Bay harbors mangrove forests. The three natural forests occupy different altitudinal zones and differ in their environmental characteristics. Soil samples were collected from a total of 12 sites and soil physicochemical parameters for each sampling site were analyzed. We used an amplicon-based Illumina high-throughput sequencing approach. Total community DNA was extracted from individual samples using the phenol-chloroform method. The 16S ribosomal RNA gene segment spanning the V4 region was amplified using the Illumina MiSeq platform. Diversity indices, rarefaction curves, hierarchical clustering, principal component analysis (PCA), and non-metric multidimensional scaling (NMDS) analyses were performed in R software. A total of 13,410 OTUs were observed at 97% sequence similarity. Bacterial communities were dominated by Proteobacteria, Bacteroidetes, Firmicutes, Actinobacteria, and Acidobacteria in both rainforest and mangrove sampling sites. Alpha diversity indices and species richness were higher in Kakamega and Irangi rainforests compared to mangroves in Gazi Bay. The composition of bacterial communities within and between the three forests was also significantly differentiated (R = 0.559, p = 0.007). Clustering in both PCA and NMDS plots showed that each sampling site had a distinct bacterial community profile. The NMDS analysis also indicated that soil EC, sodium, sulfur, magnesium, boron, and manganese contributed significantly to the observed variation in the bacterial community structure. Overall, this study demonstrated the presence of diverse taxa and heterogeneous community structures of soil bacteria inhabiting three tropical forests of Kenya. Our results also indicated that variation in soil chemical parameters was the major driver of the observed bacterial diversity and community structure in these forests.
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Affiliation(s)
- Eucharia Kenya
- Department of Biological Sciences, University of Embu, P. O. Box 6-60100, Embu, Kenya
| | - Grace Kinyanjui
- Department of Biological Sciences, University of Embu, P. O. Box 6-60100, Embu, Kenya
| | - Alex Kipnyargis
- Department of Biological Sciences, University of Embu, P. O. Box 6-60100, Embu, Kenya
| | - Franklin Kinyua
- Department of Biological Sciences, University of Embu, P. O. Box 6-60100, Embu, Kenya
| | - Mary Mwangi
- Department of Biochemistry and Biotechnology, Kenyatta University, P. O. Box 43844-00100, Nairobi, Kenya
| | - Fathiya Khamis
- International Centre of Insect Physiology and Ecology (ICIPE), P. O. Box 30772-00100, Nairobi, Kenya
| | - Romano Mwirichia
- Department of Biological Sciences, University of Embu, P. O. Box 6-60100, Embu, Kenya
- Corresponding author.
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11
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The Application of Mixed Organic and Inorganic Fertilizers Drives Soil Nutrient and Bacterial Community Changes in Teak Plantations. Microorganisms 2022; 10:microorganisms10050958. [PMID: 35630402 PMCID: PMC9145699 DOI: 10.3390/microorganisms10050958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 04/21/2022] [Accepted: 04/28/2022] [Indexed: 11/17/2022] Open
Abstract
Appropriate fertilization can enhance forest productivity by maintaining soil fertility and improving the structure of the bacterial community. However, there is still uncertainty surrounding the effects of combined application of organic and inorganic fertilizers on soil nutrient status and bacterial community structure. A fertilization experiment was set up in an eight-year-old teak plantation with five treatments involved: mixed organic and NPK compound fertilizers (OCF), mixed organic and phosphorus fertilizers (OPF), mixed organic, NPK and phosphorus fertilizers (OCPF), mixed NPK and phosphorus fertilizers (CPF) and no fertilization (CK). Soil chemical properties and bacterial communities were investigated, and the co-occurrence pattern of the bacterial community under different fertilization treatments was compared. The results showed that the contents of soil organic matter and nitrate nitrogen, and the soil pH values were the highest after OCPF treatment, which were 20.39%, 90.91% and 8.16% higher than CK, respectively. The richness and diversity of bacteria underwent no obvious changes, but the structure of the soil’s bacterial community was significantly altered by fertilization. Of the dominant bacteria taxa, the relative abundance increased for Gemmatimonadetes, Myxococcota, ADurb.Bin063-13 and Candidatus_Koribacter, and decreased for Chloroflexi, Proteobacteria, JG30-KF-AS9 and Acidothermus under OCPF treatment in comparison to CK. The number of nodes and edges, the average degree and the network density of bacterial community co-occurrence networks were the greatest in OCPF treatment, indicating that application of OCPF could make the network structure of soil bacteria more stable and complex. Moreover, soil pH and organic matter were significantly correlated with bacterial community structure and were considered the main influencing factors. These findings highlight that the combined application of organic, NPK and phosphorus fertilizers is highly beneficial for improving soil quality and optimizing bacterial community structure in teak plantations.
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