2
|
Sun Z, Ning Z, Figeys D. The Landscape and Perspectives of the Human Gut Metaproteomics. Mol Cell Proteomics 2024; 23:100763. [PMID: 38608842 PMCID: PMC11098955 DOI: 10.1016/j.mcpro.2024.100763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 02/26/2024] [Accepted: 04/09/2024] [Indexed: 04/14/2024] Open
Abstract
The human gut microbiome is closely associated with human health and diseases. Metaproteomics has emerged as a valuable tool for studying the functionality of the gut microbiome by analyzing the entire proteins present in microbial communities. Recent advancements in liquid chromatography and tandem mass spectrometry (LC-MS/MS) techniques have expanded the detection range of metaproteomics. However, the overall coverage of the proteome in metaproteomics is still limited. While metagenomics studies have revealed substantial microbial diversity and functional potential of the human gut microbiome, few studies have summarized and studied the human gut microbiome landscape revealed with metaproteomics. In this article, we present the current landscape of human gut metaproteomics studies by re-analyzing the identification results from 15 published studies. We quantified the limited proteome coverage in metaproteomics and revealed a high proportion of annotation coverage of metaproteomics-identified proteins. We conducted a preliminary comparison between the metaproteomics view and the metagenomics view of the human gut microbiome, identifying key areas of consistency and divergence. Based on the current landscape of human gut metaproteomics, we discuss the feasibility of using metaproteomics to study functionally unknown proteins and propose a whole workflow peptide-centric analysis. Additionally, we suggest enhancing metaproteomics analysis by refining taxonomic classification and calculating confidence scores, as well as developing tools for analyzing the interaction between taxonomy and function.
Collapse
Affiliation(s)
- Zhongzhi Sun
- School of Pharmaceutical Sciences, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada; Department of Biochemistry, Microbiology and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Zhibin Ning
- School of Pharmaceutical Sciences, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Daniel Figeys
- School of Pharmaceutical Sciences, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada; Department of Biochemistry, Microbiology and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada.
| |
Collapse
|
4
|
Silverstein MR, Segrè D, Bhatnagar JM. Environmental microbiome engineering for the mitigation of climate change. GLOBAL CHANGE BIOLOGY 2023; 29:2050-2066. [PMID: 36661406 DOI: 10.1111/gcb.16609] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 12/15/2022] [Indexed: 05/28/2023]
Abstract
Environmental microbiome engineering is emerging as a potential avenue for climate change mitigation. In this process, microbial inocula are introduced to natural microbial communities to tune activities that regulate the long-term stabilization of carbon in ecosystems. In this review, we outline the process of environmental engineering and synthesize key considerations about ecosystem functions to target, means of sourcing microorganisms, strategies for designing microbial inocula, methods to deliver inocula, and the factors that enable inocula to establish within a resident community and modify an ecosystem function target. Recent work, enabled by high-throughput technologies and modeling approaches, indicate that microbial inocula designed from the top-down, particularly through directed evolution, may generally have a higher chance of establishing within existing microbial communities than other historical approaches to microbiome engineering. We address outstanding questions about the determinants of inocula establishment and provide suggestions for further research about the possibilities and challenges of environmental microbiome engineering as a tool to combat climate change.
Collapse
Affiliation(s)
- Michael R Silverstein
- Bioinformatics Program, Boston University, Boston, Massachusetts, USA
- Biological Design Center, Boston University, Boston, Massachusetts, USA
| | - Daniel Segrè
- Bioinformatics Program, Boston University, Boston, Massachusetts, USA
- Biological Design Center, Boston University, Boston, Massachusetts, USA
- Department of Biology, Boston University, Boston, Massachusetts, USA
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, USA
- Department of Physics, Boston University, Boston, Massachusetts, USA
| | - Jennifer M Bhatnagar
- Bioinformatics Program, Boston University, Boston, Massachusetts, USA
- Department of Biology, Boston University, Boston, Massachusetts, USA
| |
Collapse
|
5
|
Ritson JP, Alderson DM, Robinson CH, Burkitt AE, Heinemeyer A, Stimson AG, Gallego-Sala A, Harris A, Quillet A, Malik AA, Cole B, Robroek BJM, Heppell CM, Rivett DW, Chandler DM, Elliott DR, Shuttleworth EL, Lilleskov E, Cox F, Clay GD, Diack I, Rowson J, Pratscher J, Lloyd JR, Walker JS, Belyea LR, Dumont MG, Longden M, Bell NGA, Artz RRE, Bardgett RD, Griffiths RI, Andersen R, Chadburn SE, Hutchinson SM, Page SE, Thom T, Burn W, Evans MG. Towards a microbial process-based understanding of the resilience of peatland ecosystem service provisioning - A research agenda. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 759:143467. [PMID: 33199011 DOI: 10.1016/j.scitotenv.2020.143467] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 10/12/2020] [Accepted: 10/24/2020] [Indexed: 06/11/2023]
Abstract
Peatlands are wetland ecosystems with great significance as natural habitats and as major global carbon stores. They have been subject to widespread exploitation and degradation with resulting losses in characteristic biota and ecosystem functions such as climate regulation. More recently, large-scale programmes have been established to restore peatland ecosystems and the various services they provide to society. Despite significant progress in peatland science and restoration practice, we lack a process-based understanding of how soil microbiota influence peatland functioning and mediate the resilience and recovery of ecosystem services, to perturbations associated with land use and climate change. We argue that there is a need to: in the short-term, characterise peatland microbial communities across a range of spatial and temporal scales and develop an improved understanding of the links between peatland habitat, ecological functions and microbial processes; in the medium term, define what a successfully restored 'target' peatland microbiome looks like for key carbon cycle related ecosystem services and develop microbial-based monitoring tools for assessing restoration needs; and in the longer term, to use this knowledge to influence restoration practices and assess progress on the trajectory towards 'intact' peatland status. Rapid advances in genetic characterisation of the structure and functions of microbial communities offer the potential for transformative progress in these areas, but the scale and speed of methodological and conceptual advances in studying ecosystem functions is a challenge for peatland scientists. Advances in this area require multidisciplinary collaborations between peatland scientists, data scientists and microbiologists and ultimately, collaboration with the modelling community. Developing a process-based understanding of the resilience and recovery of peatlands to perturbations, such as climate extremes, fires, and drainage, will be key to meeting climate targets and delivering ecosystem services cost effectively.
Collapse
Affiliation(s)
- Jonathan P Ritson
- School of Environment Education and Development, The University of Manchester, Oxford Road, Manchester M13 9PL, UK.
| | - Danielle M Alderson
- School of Environment Education and Development, The University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | - Clare H Robinson
- Department of Earth & Environmental Sciences, The University of Manchester, Williamson Building, Oxford Road, Manchester M13 9PL, UK
| | | | - Andreas Heinemeyer
- Stockholm Environment Institute, Department of Environment & Geography, York YO10 5NG, UK
| | - Andrew G Stimson
- North Pennines AONB Partnership, Weardale Business Centre, The Old Co-op building, 1 Martin Street, Stanhope, County Durham DL13 2UY, UK
| | - Angela Gallego-Sala
- Department of Geography, University of Exeter, Laver, North Park Road, Exeter EX4 4QE, UK
| | - Angela Harris
- Department of Geography, The University of Manchester, Manchester M13 9PL, UK
| | - Anne Quillet
- Department of Geography and Environmental Science, University of Reading, Whiteknights RG6 6AB, UK
| | - Ashish A Malik
- School of Biological Sciences, University of Aberdeen, Aberdeen AB24 3UU, UK
| | - Beth Cole
- School of Geography, Geology and the Environment, University of Leicester, LE1 7RH, UK
| | - Bjorn J M Robroek
- Dept. of Aquatic Ecology & Environmental Biology, Institute for Water and Wetlands Research, Radboud University, Nijmegen, the Netherlands
| | - Catherine M Heppell
- School of Geography, Queen Mary University of London, Mile End Road, London E1 4NS, UK
| | - Damian W Rivett
- Department of Natural Sciences, Manchester Metropolitan University, Manchester, UK
| | - Dave M Chandler
- Moors for the Future Partnership, The Moorland Centre, Fieldhead, Edale, Derbyshire S33 7ZA, UK
| | - David R Elliott
- Environmental Sustainability Research Centre, University of Derby, Derby DE22 1GB, UK
| | - Emma L Shuttleworth
- School of Environment Education and Development, The University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | - Erik Lilleskov
- USDA Forest Service, Northern Research Station, Houghton, MI 49931, USA
| | - Filipa Cox
- Department of Earth and Environmental Sciences, University of Manchester, M13 9PL, UK
| | - Gareth D Clay
- School of Environment Education and Development, The University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | - Iain Diack
- Natural England, Parkside Court, Hall Park Way, Telford, Shropshire TF3 4LR, UK
| | - James Rowson
- Department of Geography and Geology, Edge Hill University, St Helens Road, Ormskirk Lancs L39 4QP, UK
| | - Jennifer Pratscher
- School of Energy, Geoscience, Infrastructure and Society, The Lyell Centre, Heriot-Watt University, Edinburgh EH14 4AP, UK
| | - Jonathan R Lloyd
- Department of Earth & Environmental Sciences, The University of Manchester, Williamson Building, Oxford Road, Manchester M13 9PL, UK
| | | | - Lisa R Belyea
- School of Geography, Queen Mary University of London, Mile End Road, London E1 4NS, UK
| | - Marc G Dumont
- School of Biological Sciences, University of Southampton, Southampton SO17 1BJ, UK
| | - Mike Longden
- Lancashire Wildlife Trust, 499-511 Bury new road, Bolton Bl2 6DH, UK
| | - Nicholle G A Bell
- School of Chemistry, University of Edinburgh, King's Buildings, David Brewster Road, Edinburgh EH93FJ, UK
| | - Rebekka R E Artz
- Ecological Sciences, The James Hutton Institute, Craigiebuckler, Aberdeen AB15 8QH, UK
| | - Richard D Bardgett
- Department of Earth and Environmental Sciences, The University of Manchester, Manchester M13 9PT, UK
| | | | - Roxane Andersen
- Environmental Research Institute, University of the Highlands and Islands, Castle St., Thurso KW14 7JD, UK
| | - Sarah E Chadburn
- College of Engineering, Mathematics and Physical Sciences, University of Exeter, Stocker Road, Exeter EX4 4PY, UK
| | - Simon M Hutchinson
- School of Science, Engineering and Environment, University of Salford, Salford M5 4WT, UK
| | - Susan E Page
- School of Geography, Geology and the Environment, University of Leicester, LE1 7RH, UK
| | - Tim Thom
- Yorkshire Peat Partnership, Yorkshire Wildlife Trust, Unit 23, Skipton Auction Mart, Gargrave Road, Skipton, North Yorkshire BD23 1UD, UK
| | - William Burn
- Stockholm Environment Institute, Department of Environment & Geography, York YO10 5NG, UK
| | - Martin G Evans
- School of Environment Education and Development, The University of Manchester, Oxford Road, Manchester M13 9PL, UK
| |
Collapse
|