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Zhang B, Chen H, Deng M, Li X, Chen TW, Liu L, Scheu S, Wang S. Multidimensional stoichiometric mismatch explains differences in detritivore biomass across three forest types. J Anim Ecol 2023; 92:454-465. [PMID: 36477808 DOI: 10.1111/1365-2656.13859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 11/17/2022] [Indexed: 12/13/2022]
Abstract
The ecological stoichiometry theory provides a framework to understand organism fitness and population dynamics based on stoichiometric mismatch between organisms and their resources. Recent studies have revealed that different soil animals occupy distinct multidimensional stoichiometric niches (MSNs), which likely determine their specific stoichiometric mismatches and population responses facing resource changes. The goals of the present study are to examine how long-term forest plantations affect multidimensional elemental contents of litter and detritivores and the population size of detritivores that occupy distinct MSNs. We evaluated the contents of 10 elements of two detritivore taxa (lumbricid earthworms and julid millipedes) and their litter resources, quantified their MSNs and the multidimensional stoichiometric mismatches, and examined how such mismatch patterns influence the density and total biomass of detritivores across three forest types spanning from natural forests (oak forest) to plantations (pine and larch forests). Sixty-year pine plantations changed the multidimensional elemental contents of litter, but did not influence the elemental contents of the two detritivore taxa. Earthworms and millipedes exhibited distinct patterns of MSNs and stoichiometric mismatches, but they both experienced severer stoichiometric mismatches in pine plantations than in oak forests and larch plantations. Such stoichiometric mismatches led to lower density and biomass of both earthworms and millipedes in pine plantations. In other words, under conditions of low litter quality and severe stoichiometric mismatches in pine plantations, detritivores maintained their body elemental contents but decreased their population biomass. Our study illustrates the success in using the multidimensional stoichiometric framework to understand the impact of forest plantations on animal population dynamics, which may serve as a useful tool in addressing ecosystem responses to global environmental changes.
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Affiliation(s)
- Bing Zhang
- Key Laboratory for Earth Surface Processes of the Ministry of Education, Institute of Ecology, College of Urban and Environmental Science, Peking University, Beijing, China
| | - Haozhen Chen
- Key Laboratory for Earth Surface Processes of the Ministry of Education, Institute of Ecology, College of Urban and Environmental Science, Peking University, Beijing, China
| | - Mingqin Deng
- Key Laboratory for Earth Surface Processes of the Ministry of Education, Institute of Ecology, College of Urban and Environmental Science, Peking University, Beijing, China
| | - Xin Li
- Key Laboratory for Earth Surface Processes of the Ministry of Education, Institute of Ecology, College of Urban and Environmental Science, Peking University, Beijing, China
| | - Ting-Wen Chen
- Biology Centre of the Czech Academy of Sciences, Institute of Soil Biology, České Budějovice, Czech Republic
| | - Lingli Liu
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Stefan Scheu
- J.F. Blumenbach Institute of Zoology and Anthropology, Animal Ecology, University of Göttingen, Göttingen, Germany.,Centre of Biodiversity and Sustainable Land Use, University of Göttingen, Göttingen, Germany
| | - Shaopeng Wang
- Key Laboratory for Earth Surface Processes of the Ministry of Education, Institute of Ecology, College of Urban and Environmental Science, Peking University, Beijing, China
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Zhang B, Chen H, Deng M, Li J, González AL, Wang S. High dimensionality of stoichiometric niches in soil fauna. Ecology 2022; 103:e3741. [PMID: 35524916 DOI: 10.1002/ecy.3741] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 02/25/2022] [Accepted: 03/18/2022] [Indexed: 11/09/2022]
Abstract
The ecological niche is a fundamental concept to understand species coexistence in natural communities. The recently developed framework of the multidimensional stoichiometric niche (MSN) characterizes species niches using chemical elements in living organisms. Despite the fact that living organisms are composed by multiple elements, stoichiometric studies have so far mostly focused on carbon (C), nitrogen (N), and phosphorus (P), and therefore a quantitative analysis of the dimensionality of the MSN in living organisms is still lacking, particularly for animals. Here we quantified ten elements composing the biomass of nine soil animal taxa (958 individuals) from three trophic groups. We found that all ten elements exhibited large variation among taxa, which was partially explained by their phylogeny. Overlaps of MSNs among the nine soil animal taxa were relatively smaller based on ten elements, compared with those based on only C, N, and P. Discriminant analysis using all ten elements successfully differentiated among the nine taxa (accuracy: 90%), whereas that using only C, N, and P resulted in a lower accuracy (60%). Our findings provide new evidence for MSN differentiation in soil fauna and demonstrate the high dimensionality of organismal stoichiometric niches beyond C, N, and P.
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Affiliation(s)
- Bing Zhang
- Key Laboratory for Earth Surface Processes of the Ministry of Education, Institute of Ecology, College of Urban and Environmental Science, Peking University, Beijing, China
| | - Haozhen Chen
- Key Laboratory for Earth Surface Processes of the Ministry of Education, Institute of Ecology, College of Urban and Environmental Science, Peking University, Beijing, China
| | - Mingqin Deng
- Key Laboratory for Earth Surface Processes of the Ministry of Education, Institute of Ecology, College of Urban and Environmental Science, Peking University, Beijing, China
| | - Jingyi Li
- Key Laboratory for Earth Surface Processes of the Ministry of Education, Institute of Ecology, College of Urban and Environmental Science, Peking University, Beijing, China
| | - Angélica L González
- Department of Biology & Center for Computational and Integrative Biology, Rutgers University, Camden, NJ, USA
| | - Shaopeng Wang
- Key Laboratory for Earth Surface Processes of the Ministry of Education, Institute of Ecology, College of Urban and Environmental Science, Peking University, Beijing, China
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Dzombak DA, Gorman MR. Expanding Perspectives of Element Cycling from 1970 to 2020: The Influence of Stumm and Morgan. Environ Sci Technol 2021; 55:14342-14346. [PMID: 34235931 DOI: 10.1021/acs.est.1c01983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
There has been significant advancement in understanding of element cycles over the past 50 years, and the contributions of the three editions of Aquatic Chemistry by Stumm and Morgan on the critical role of reactions in the aqueous phase on the global cycles of elements have been substantial. The primary focus of investigation of biogeochemical element cycles has been on the "grand nutrients" carbon, nitrogen, phosphorus, and sulfur. The basic chemistry and chemical systems perspective of Aquatic Chemistry helped elucidate the cycles of these elements. Most of the element cycling research beyond the grand nutrients has occurred in the past 20 years and has focused on commodity metals in widespread use, that is, the "technological nutrients". Focus in Aquatic Chemistry on metal chemistry has contributed to understanding of metal cycles. Development of integrated anthropogenic-biogeochemical cycles of metals, led by Graedel and collaborators, has revealed that anthropogenic mobilization of metals dominates the cycles. Integrated "anthrobiogeochemical" element cycles provide for more detailed understanding of sources and their cascading impacts, and enable identification of priorities for source control and/or element recovery. The fundamentals of water chemistry and their application in engineered and natural systems, as presented so effectively in Aquatic Chemistry, have contributed to advancement of anthrobiogeochemical cycle development and analysis and, directly or indirectly, to the scholars who will continue to evolve the understanding and use of element cycles in the years ahead.
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Affiliation(s)
- David A Dzombak
- Department of Civil and Environmental Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
| | - Miranda R Gorman
- Project Drawdown, 3450 Sacramento St., Suite 506, San Francisco, California 94118, United States
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Das Kangabam R, Silla Y, Goswami G, Barooah M. Bacterial Operational Taxonomic Units Replace the Interactive Roles of Other Operational Taxonomic Units Under Strong Environmental Changes. Curr Genomics 2020; 21:512-524. [PMID: 33214767 PMCID: PMC7604743 DOI: 10.2174/1389202921999200716104355] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Revised: 04/28/2020] [Accepted: 05/30/2020] [Indexed: 01/22/2023] Open
Abstract
Background Microorganisms are an important component of an aquatic ecosystem and play a critical role in the biogeochemical cycle which influences the circulation of the materials and maintains the balance in aquatic ecosystems. Objective The seasonal variation along with the impact of anthropogenic activities, water quality, bacterial community composition and dynamics in the Loktak Lake, the largest freshwater lake of North East India, located in the Indo-Burma hotspot region was assessed during post-monsoon and winter season through metagenome analysis. Methods Five soil samples were collected during Post-monsoon and winter season from the Loktak Lake that had undergone different anthropogenic impacts. The metagenomic DNA of the soil samples was extracted using commercial metagenomic DNA extraction kits following the manufacturer’s instruction. The extracted DNA was used to prepare the NGS library and sequenced in the Illumina MiSeq platform. Results Metagenomics analysis reveals Proteobacteria as the predominant community followed by Acidobacteria and Actinobacteria. The presence of these groups of bacteria indicates nitrogen fixation, oxidation of iron, sulfur, methane, and source of novel antibiotic candidates. The bacterial members belonging to different groups were involved in various biogeochemical processes, including fixation of carbon and nitrogen, producing streptomycin, gramicidin and perform oxidation of sulfur, sulfide, ammonia, and methane. Conclusion The outcome of this study provides a valuable dataset representing a seasonal profile across various land use and analysis, targeting at establishing an understanding of how the microbial communities vary across the land use and the role of keystone taxa. The findings may contribute to searches for microbial bio-indicators as biodiversity markers for improving the aquatic ecosystem of the Loktak Lake.
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Affiliation(s)
- Rajiv Das Kangabam
- 1Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-785013, India; 2Advanced Computational and Data Sciences Division, CSIR- North East Institute of Science and Technology, Jorhat-785006, India; 3DBT North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat-785013, India
| | - Yumnam Silla
- 1Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-785013, India; 2Advanced Computational and Data Sciences Division, CSIR- North East Institute of Science and Technology, Jorhat-785006, India; 3DBT North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat-785013, India
| | - Gunajit Goswami
- 1Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-785013, India; 2Advanced Computational and Data Sciences Division, CSIR- North East Institute of Science and Technology, Jorhat-785006, India; 3DBT North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat-785013, India
| | - Madhumita Barooah
- 1Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat-785013, India; 2Advanced Computational and Data Sciences Division, CSIR- North East Institute of Science and Technology, Jorhat-785006, India; 3DBT North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat-785013, India
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Louca S, Hawley AK, Katsev S, Torres-Beltran M, Bhatia MP, Kheirandish S, Michiels CC, Capelle D, Lavik G, Doebeli M, Crowe SA, Hallam SJ. Integrating biogeochemistry with multiomic sequence information in a model oxygen minimum zone. Proc Natl Acad Sci U S A 2016; 113:E5925-E5933. [PMID: 27655888 PMCID: PMC5056048 DOI: 10.1073/pnas.1602897113] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Microorganisms are the most abundant lifeform on Earth, mediating global fluxes of matter and energy. Over the past decade, high-throughput molecular techniques generating multiomic sequence information (DNA, mRNA, and protein) have transformed our perception of this microcosmos, conceptually linking microorganisms at the individual, population, and community levels to a wide range of ecosystem functions and services. Here, we develop a biogeochemical model that describes metabolic coupling along the redox gradient in Saanich Inlet-a seasonally anoxic fjord with biogeochemistry analogous to oxygen minimum zones (OMZs). The model reproduces measured biogeochemical process rates as well as DNA, mRNA, and protein concentration profiles across the redox gradient. Simulations make predictions about the role of ubiquitous OMZ microorganisms in mediating carbon, nitrogen, and sulfur cycling. For example, nitrite "leakage" during incomplete sulfide-driven denitrification by SUP05 Gammaproteobacteria is predicted to support inorganic carbon fixation and intense nitrogen loss via anaerobic ammonium oxidation. This coupling creates a metabolic niche for nitrous oxide reduction that completes denitrification by currently unidentified community members. These results quantitatively improve previous conceptual models describing microbial metabolic networks in OMZs. Beyond OMZ-specific predictions, model results indicate that geochemical fluxes are robust indicators of microbial community structure and reciprocally, that gene abundances and geochemical conditions largely determine gene expression patterns. The integration of real observational data, including geochemical profiles and process rate measurements as well as metagenomic, metatranscriptomic and metaproteomic sequence data, into a biogeochemical model, as shown here, enables holistic insight into the microbial metabolic network driving nutrient and energy flow at ecosystem scales.
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Affiliation(s)
- Stilianos Louca
- Institute of Applied Mathematics, University of British Columbia, Vancouver, BC, Canada V6T1Z2
| | - Alyse K Hawley
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, BC, Canada V6T1Z3
| | - Sergei Katsev
- Large Lakes Observatory, University of Minnesota Duluth, Duluth, MN 55812; Department of Physics and Astronomy, University of Minnesota Duluth, Duluth, MN 55812
| | - Monica Torres-Beltran
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, BC, Canada V6T1Z3
| | - Maya P Bhatia
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, BC, Canada V6T1Z3; Canadian Institute for Advanced Research Program in Integrated Microbial Biodiversity, Canadian Institute for Advanced Research, Toronto, ON, Canada M5G1Z8
| | - Sam Kheirandish
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, BC, Canada V6T1Z3
| | - Céline C Michiels
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, BC, Canada V6T1Z3
| | - David Capelle
- Department of Earth, Ocean, and Atmospheric Sciences, University of British Columbia, Vancouver, BC, Canada V6T1Z4
| | - Gaute Lavik
- Biogeochemistry Group, Max Planck Institute for Marine Microbiology, Bremen D-28359, Germany
| | - Michael Doebeli
- Department of Zoology, University of British Columbia, Vancouver, BC, Canada V6T1Z4; Department of Mathematics, University of British Columbia, Vancouver, BC, Canada V6T1Z4
| | - Sean A Crowe
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, BC, Canada V6T1Z3; Department of Earth, Ocean, and Atmospheric Sciences, University of British Columbia, Vancouver, BC, Canada V6T1Z4; Ecosystem Services, Commercialization Platforms, and Entrepreneurship (ECOSCOPE) Training Program, University of British Columbia, Vancouver, BC, Canada V6T1Z3;
| | - Steven J Hallam
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, BC, Canada V6T1Z3; Canadian Institute for Advanced Research Program in Integrated Microbial Biodiversity, Canadian Institute for Advanced Research, Toronto, ON, Canada M5G1Z8; Ecosystem Services, Commercialization Platforms, and Entrepreneurship (ECOSCOPE) Training Program, University of British Columbia, Vancouver, BC, Canada V6T1Z3; Graduate Program in Bioinformatics, University of British Columbia, Vancouver, BC, Canada V6T1Z3; Peter Wall Institute for Advanced Studies, University of British Columbia, Vancouver, BC, Canada V6T1Z2
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Queirós AM, Birchenough SNR, Bremner J, Godbold JA, Parker RE, Romero-Ramirez A, Reiss H, Solan M, Somerfield PJ, Van Colen C, Van Hoey G, Widdicombe S. A bioturbation classification of European marine infaunal invertebrates. Ecol Evol 2013; 3:3958-85. [PMID: 24198953 PMCID: PMC3810888 DOI: 10.1002/ece3.769] [Citation(s) in RCA: 189] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2013] [Revised: 08/06/2013] [Accepted: 08/12/2013] [Indexed: 11/26/2022] Open
Abstract
Bioturbation, the biogenic modification of sediments through particle reworking and burrow ventilation, is a key mediator of many important geochemical processes in marine systems. In situ quantification of bioturbation can be achieved in a myriad of ways, requiring expert knowledge, technology, and resources not always available, and not feasible in some settings. Where dedicated research programmes do not exist, a practical alternative is the adoption of a trait-based approach to estimate community bioturbation potential (BPc). This index can be calculated from inventories of species, abundance and biomass data (routinely available for many systems), and a functional classification of organism traits associated with sediment mixing (less available). Presently, however, there is no agreed standard categorization for the reworking mode and mobility of benthic species. Based on information from the literature and expert opinion, we provide a functional classification for 1033 benthic invertebrate species from the northwest European continental shelf, as a tool to enable the standardized calculation of BPc in the region. Future uses of this classification table will increase the comparability and utility of large-scale assessments of ecosystem processes and functioning influenced by bioturbation (e.g., to support legislation). The key strengths, assumptions, and limitations of BPc as a metric are critically reviewed, offering guidelines for its calculation and application.
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Affiliation(s)
- Ana M Queirós
- Plymouth Marine Laboratory Prospect Place, The Hoe, Plymouth, PL1 3DH, U.K
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