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Marine microbes in a changing climate

12 - 13 September 2022 08:00 - 16:00

Theo Murphy meeting organised by Professor Alessandro Tagliabue, Professor Thomas Mock, Dr Julie Robidart and Dr Patricia Sanchez-Baracaldo.

Marine microbes are crucial for ocean health and ecosystem services. However, understanding their response to climate change requires us to bridge gaps between biogeochemistry and genomics to reveal how the changing seascape impacts microbial metabolism, diversity, and evolution. This meeting brought together this cross-disciplinary community to discuss emerging findings and key topics, as well as identifying new research opportunities.

The schedule of talks and speaker biographies are available below. Speaker abstracts are also available below.

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Organisers

  • Professor Alessandro Tagliabue, University of Liverpool, UK

    Professor Tagliabue is a Professor at the University of Liverpool and an ocean biogeochemist, interested in how the cycling of resources in the sea affects biological activity and vice-versa. He is particularly interested in trace micronutrients and how they interact together to shape primary production, ecosystem structure and their response to global change.  His science links numerical models, at both global and idealised scales, with both fieldwork and synthesis of datasets.

    Professor Tagliabue is heavily involved in the international GEOTRACES programme, was a lead author on the IPCC Special Report on Oceans and Cryosphere in a Changing Climate and is a member of the governing council of the UK Challenger Society for Marine Science. He is also UK Chair for SCOR and sit on the Royal Society Global Environment Research Committee.

     

     
  • Professor Thomas Mock, University of East Anglia, Norwich Research Park, UK

    Thomas Mock obtained his MSc (1998) in Biology with emphasis on Biological Oceanography at the Christian-Albrechts University in Kiel (GEOMAR) and the PhD (2003) at Bremen University (AWI), Germany. Before joining the University of East Anglia (UEA) in 2007, most of his PostDoc research was conducted with a fellowship from the German Academic Exchange Service (DAAD) in the School of Oceanography, University of Washington (E.V. Armbrust lab) in joint cooperation with the Biotechnology Centre, University of Wisconsin (M.R. Sussman lab), USA. Before he was promoted to Professor (Personal Chair) in 2014, he was Reader (2012–2014) and had a Research Councils UK (RCUK) Academic Fellowship (2007–2012).

     

  • Dr Julie Robidart, National Oceanography Centre, UK

    Episodic events (eg ocean blooms, export events, hydrothermal flow and storms) have large impacts on marine ecosystems despite their infrequency. Large areas of the globe, including remote ecosystems such as the Arctic and the deep sea, are under threat but our baseline understanding of change in these systems is currently lacking. Our ability to understand and predict the impacts of episodic events, and to fully understand dynamics of remote ecosystems, would be improved by higher-frequency autonomous sensing and sampling. Dr Julie Robidart works on novel technologies to increase the resolution of biological observing in the oceans in space, time and diversity. Julie’s group develops deployable biosensing technologies to detect key functional genes and transcripts from microbes involved in biogeochemical cycling, and eDNA tools for high-sensitivity detection of rare but important marine organisms. Her latest research involves the sequencing and analysis of environmental metagenomic and metatranscriptomic datasets to inform probe design, the development and optimization of molecular biological assays for autonomous instrumentation, and the design, development and implementation of ecogenomic sensing and sampling technologies in the ocean.

  • Dr Patricia Sánchez-Baracaldo, University of Bristol, UK

    Patricia Sanchez-Baracaldo is currently a Royal Society University Research Fellow and Reader in Microbiology at Bristol University. She did her PhD in plant evolutionary biology in the Department of Integrative Biology at the University of California, Berkeley. As a postdoctoral researcher, Patricia worked on the molecular ecology of freshwater picocyanobacteria at Bristol University. She was awarded a Daphne Jackson and a Dorothy Hodgkin Royal Society Fellowships in 2011 after a career break. Patricia is currently part of the Rosalind Franklin Award Committee at the Royal Society. Her research interests include photosynthesis, biogeochemical cycles, climate change, microbial comparative genomics, and evolutionary biology. By implementing genomics, evolution, and sophisticated Bayesian methodologies, she has applied innovative ways to study the interphase between evolution, biochemistry, and the geological record.

Schedule

Chair

Professor Thomas Mock, University of East Anglia, Norwich Research Park, UK

08:00 - 08:10 Introduction
08:10 - 08:35 Tara oceans: eco-systems biology at planetary scale

The ocean is the largest ecosystem on Earth and yet we know very little about it. This is particularly true for the plankton that drift within, even though they form the base of marine food webs and are key players in Earth’s biogeochemical cycles. Ocean plankton are at least as important for the Earth system as the forests on land, but most of them are invisible to the naked eye and thus are largely uncharacterised. To increase our understanding of this underexplored world, a multidisciplinary consortium, Tara Oceans, was formed around the 36m research schooner Tara, which sampled plankton at more than 210 sites and multiple depth layers in all the major oceanic regions during expeditions from 2009–2013 (Karsenti et al. Plos Biol., 2011). This talk will summarise the foundational resources from the project, which collectively represent the largest DNA sequencing effort for the oceans (see Science special issue May 22, 2015 and Cell, Nov 14, 2019), and analyses that illustrate several aspects of the Tara Oceans’ eco-systems biology approach to address microbial contributions to ecological and evolutionary processes. The project provides unique resources for several scientific disciplines that are foundational for mapping ocean biodiversity of a wide range of organisms that are rarely studied together, exploring their interactions, and integrating biology into our physico-chemical understanding of the ocean, as well as for identifying new organisms and genes of biotechnological interest. These resources, and the scientific innovations emerging to understand them, are furthermore critical towards developing baseline ecological context and predictive power needed to track the impact of climate change on the ocean.

Professor Chris Bowler, Ecole normale supérieure, France

08:35 - 08:45 Discussion
08:45 - 09:10 Gene expression and community turnover: two ingredients to understand the response of the ocean microbiome to a changing environment

Professor Guillem Salazar, ETH Zürich and Swiss Institute of Bioinformatics, Switzerland

09:10 - 09:20 Discussion
09:20 - 09:50 Coffee
09:50 - 10:15 Detecting nutrient limitation: moving beyond states and rates

The availability of macro- and micro-nutrients limits the biological activity of marine microbes across the global ocean on a range of time and space scales. Deciphering the limiting nutrient and detecting the extent of nutrient limitation has relied on analysis of nutrient availability alongside use of nutrient bioassays. This latter approach relies on nutrients being added to seawater alone or in combination, with the response of marine microbes to single or multiple nutrients being quantified by measuring a change in growth (chlorophyll a, cell counts) or biological activity (primary production, nitrogen fixation, alkaline phosphatase). However, bioassays are labour intensive and plagued with problems related to bottle effects, contamination, grazer exclusion and replication of environmental conditions. Using a traditional ‘states and rates’ approach, it is also difficult to decipher if nutrients stimulate a physiological or community level response, or identify which microbes are responding to the addition of nutrients. The deployment of ‘omics’, both in-situ and in bioassays, is transforming the study of nutrient limitation in the ocean. Detection of biogeochemically relevant genes and proteins allows species-level information on single or multiple nutrient acquisition strategies to be captured. Here, the transition from the ‘states and rates’ to ‘omics’ will be discussed alongside current challenges using new data on the nutrient acquisition strategies of key picocyanobacteria and nitrogen fixers.

Professor Claire Mahaffey, University of Liverpool, UK

10:15 - 10:25 Discussion
10:25 - 10:50 Microbial adaptation in a dynamic ocean and implications for global carbon cycling

Phytoplankton are vitally important for maintaining a habitable planet. Understanding how these essential microbes will evolve as the oceans change is essential for predicting future shifts in marine ecosystem dynamics, global carbon cycling and climate. However, we still lack fundamental knowledge about how phytoplankton may adapt to future environmental changes. Progress on this important topic will require combining theory, experiments, observations, and modelling. Specifically, we must consider how evolution acts on multi-trait phenotypes, how environmental fluctuations and transport of microbes by ocean currents impact selection pressures, and how these processes can be incorporated into ecosystem models in order to understand and predict shifts in elemental cycling. 

Professor Naomi Levine, University of Southern California, USA

10:50 - 11:00 Discussion
11:00 - 11:25 Leveraging past climates to understand plankton ecosystems and their interactions with the Earth System

Past climates provide a record of how plankton ecosystems have responded to both long-term and rapid environmental change. The past 66 million years of Earth’s history (the Cenozoic) included a mass extinction in plankton and a rapid CO2-driven warming event but also long-term changes such as a transition from greenhouse to icehouse climates and the significant reorganisation of ocean circulation. These events provide important and unique constraints for testing ideas on the relationship between microbes and climate that can help constrain our predictive ability of future changes.

In this talk, Dr Wilson will give an overview of the challenges in reconstructing past plankton ecosystems and their function followed by some of the insights we are gaining. They will first discuss what information is available from the geological record, including direct observations of fossil plankton groups such as foraminifera and coccolithophores; the use of proxy records; and the relatively new approach of modelling past ecosystems. Lastly, they will present recent research that combines the fossil record with newly developed numerical modelling that suggests apparent resilience of ecosystems and their function to various environmental changes in the Cenozoic.

Dr Jamie Wilson, University of Bristol, UK

11:25 - 11:35 Discussion

Chair

Dr Patricia Sánchez-Baracaldo, University of Bristol, UK

12:35 - 13:00 Biochemical examination of stressors and changes in trace metal biogeochemical cycles

With environmental change affecting the oceans regionally and globally, there is a pressing need to characterize these changes and their implications. Microbes are a fundamental component of the ocean ecosystems, serving as both the base of the food web as well as catalysts for biogeochemical reactions cycles. Improvements in protein measurement capabilities in the complex communities, a technique known as metaproteomics, allow a direct examination of microbial function and responses to environmental stressors on a taxon-specific level. In this talk Dr Saito will describe the use of protein biomarkers to detect nitrogen, phosphorus, iron, vitamin B12 and zinc nutritional controls on primary productivity, and efforts and challenges to deploying these measurements globally. The coastal environments of the Southern Ocean surrounding Antarctica are experiencing rapid environmental change due increased temperatures and resultant increased iron inputs. Observations of ecosystem shifts to vitamin B12 and zinc co-limitations will be presented. Finally, efforts to conduct high-throughput biogeochemical sampling through the development of the autonomous underwater vehicle, Clio, as well as data sharing and educational efforts using the Ocean Protein Portal will be briefly presented.

Dr Mak Saito, Woods Hole Oceanographic Institution, USA

13:00 - 13:10 Discussion
13:10 - 13:35 International efforts towards BioGeoSCAPES: ocean metabolism and nutrient cycles on a changing planet

BioGeoSCAPES is a nascent, international program that aspires to combine detailed biological and chemical investigations of the oceans in order to transform our understanding of marine biogeochemistry and microbial metabolism. To explore and develop international interest in such a program, a first meeting was convened in the Fall 2018 in Woods Hole, MA (USA), where a preliminary vision statement was drafted.

The BioGeoSCAPES initiative aims to integrate knowledge on organism identity and physiology within frameworks of community ecology and global ocean biogeochemistry. It is envisioned that an improved, predictive, and quantitative understanding of ocean metabolism on a changing planet can be achieved by combining detailed information on plankton, cell status, biochemical processes, and species interactions with intercalibrated measurements of nutrient fluxes, concentrations, and speciation (eg macronutrients, including inorganic and organic carbon, micronutrients and vitamins).

BioGeoSCAPES is at an early stage of the organising process. Interested parties are gauging and aiming to build international community support, as well as discussing potential science objectives and parameters. Since 2018, a series of national meetings have taken place (eg Japan, China, Canada, USA, India, France, etc), while others are in the planning stages. In these meetings scientists continue gauging interest and brainstorming scientific goals. In addition, initial intercalibration efforts are being encouraged for potential parameters, such as those recently organized for metagenomic and metaproteomic. BioGeoSCAPES sessions at international meetings are also occurring. In this talk, Professor Maldonaldo will introduce BioGeoSCAPES, as well as some of the ongoing international activities and plans to move forward.

Professor Maite Maldonado, University of British Columbia, Canada

13:35 - 13:45 Discussion
13:45 - 14:00 Introduction to breakouts
14:00 - 15:30 Breakout groups with tea
15:30 - 16:00 Poster lightning talks
16:00 - 17:00 Poster session

Chair

Dr Julie Robidart, National Oceanography Centre, UK

08:15 - 08:40 Ecosystem resilience in a changing ocean: integrating genomics and oceanography to understand the drivers of microbial ecology from genome to biome

Events of the last few years have made Professor Dyhrman think about community resilience in new ways, both for human societies and for phytoplankton communities and the ecosystems they support. Roughly 50 Pg of carbon per year is fixed into organic forms by phytoplankton in the surface ocean and this resulting chemical-microbe network underpins ocean ecosystem structure and function. So-called ‘omic approaches are providing critical insight into how culture isolates, simple-communities, and even the complex field systems that represent this network can be driven by biotic factors like microbial interactions and abiotic factors such as temperature, resource availability, and CO2 concentration among other factors. Yet, the over-arching rules that govern these processes are poorly constrained and this adds to the myriad challenges in predicting future ocean patterns in microbial diversity and biogeochemistry. What are the key drivers that shape the chemical – microbe network? How sensitive is this network to a changing ocean?  Here Professor Dyhrman will discuss field observations of microbial physiological ecology and the drivers of these patterns in the surface ocean. Leveraging multi-‘omic approaches the group is working to understand the drivers of phytoplankton diversity and activities in the chemical-microbe network. Moving beyond previous methodological constraints, and single domain perspectives, there is a confluence of need and opportunity to more fully resolve the rules which govern the chemical – microbe network in  the ocean. She will highlight the perspectives that come from our community discussion in this area. Collectively, this knowledge will help better predict marine ecosystem resiliency on a changing planet.

Professor Sonya Dyhrman, Columbia University, USA

08:40 - 08:50 Discussion
08:50 - 09:05 Breakout 1 report
09:05 - 09:30 Integrating knowledge from genomic networks of association and interaction into predictive models

Earth System Models (ESMs) play a crucial role in assessing impacts on ocean biogeochemistry and biology in the global ocean. However, ESM projections of biological change neglect the growing insight from genomic datasets. Instead, metabolic models arise from advances in Systems Biology. They focus on the molecular functioning of organisms under different environmental conditions, suggesting that integrating ESMs with metabolic models would improve our ability to deliver a molecular, ecological, and evolutionary understanding of the links between environmental change and the phenology of organisms. This talk presents recent computational modelling that abstract the metabolic network capacity called the metabolic niche. This new formal definition of the fundamental niche is based on the genome-scale description of a given organism. It approximates the capacity of an organism to survive based on nutrient availability. It shows that the presence-absence of genes is insufficient to describe the niche and metabolic niche modelling allows for the investigation of the most important reactions for organisms survival of emblematic organisms such as diatoms or cyanobacteria. When intertwined with ESMs, the same concept predicts plankton's global scale metabolite production and the molecular response of organisms to environmental changes. In particular, these results highlight several acclimation strategies occurring globally that are characterized by nutritional stresses and their physiological consequences for maintaining growth rates. These include critical phenotypic traits such as energy storage via glycogen or lipids or mixotrophy, neglected so far by ESMs. This talk will demonstrate the potential of integrating genomic knowledge into biogeochemical modelling for including adaptation and evolutionary mechanisms in climate studies.

Associate Professor Damien Eveillard, Nantes Université, France

09:30 - 09:40 Discussion
09:40 - 09:55 Breakout 2 report
09:55 - 10:25 Coffee
10:25 - 10:50 Uncovering the hidden mechanisms of cryptic thermal micro-diversity in cyanobacteria

This talk presents the results of a project that aimed to understand the hidden molecular mechanisms underlying intraspecific thermal micro-diversity within a single coastal Synechococcus population. An estuarine microbial assemblage was collected, and incubated at 18oC and 30oC for two weeks to allow thermal selection and strain sorting to occur. Clonal Synechococcus isolates were then obtained from both temperature treatments using flow cytometry, and their thermal response curves were characterized in the laboratory. Isolates from the low and high temperature incubations were morphologically identical but thermally distinct, consisting of 'cool' or 'warm' thermotypes, respectively, based on their significantly different thermal optimum and upper thermal limit traits. These two contrasting Synechococcus thermotypes also exhibited consistent temperature-dependent differences in photobiology. Illumina sequencing was however completely unable to distinguish between these two thermally-divergent strains, with >99.9% average nucleotide identity across all the isolates. Application of long read sequencing technology ultimately showed that the relevant thermal adaptation mechanisms were not genomic at all, but differences in the two thermotypes instead correlated with m-5 cytosine methylation of the genes coding for C-phycocyanin. This thermally-significant epigenomic difference would be invisible to studies based on amplicon sequencing or metagenomics, and yet such cryptic, non-genomic, intra-specific micro-diversity could play a key role in providing thermal resiliency to cyanobacteria populations growing in a warming ocean. 

Professor David Hutchins, University of Southern California, USA

10:50 - 11:00 Discussion
11:00 - 11:15 Breakout 3 report

Chair

Professor Alessandro Tagliabue, University of Liverpool, UK

12:15 - 12:40 Deciphering the metabolic responses of marine microbes to a dynamic ocean environment

Understanding the response of microbes to ocean global change requires an improved grasp of their underlying metabolic mechanisms, along with enhanced awareness of how altered microbial performance influences ocean biogeochemistry and ecology. Molecular biology offers a step change in the flow of information on the physiological potential of microbes. However, this unprecedented detail has been very difficult to translate into wider biogeochemical or ecological ramifications. To commence, Professor Boyd will make the case for a renewed focus on physiological rate measurements that is driven by the co-design of new ‘fit-for-purpose’ metrics by the omics and physiology research communities. Such metrics can help bridge the gap between omics and biogeochemistry.  Later, he will illustrate the need for a physiological ‘currency converter’ – by examining the wide-ranging strategies microbes employ to obtain fluctuating resources over the diurnal cycle. The superimposition of biological rhythms upon environmental heterogeneity poses major challenges for ocean sampling. There is emerging evidence of diel cycles across transcriptomics to lipidomics that brings important insights to the prior physiologically-based literature on the influence of diurnal cycles on ocean biogeochemistry. How can we best sample the ocean in a way that enables microbial metabolic responses to be understood mechanistically, then linked to the wider microbial community dynamics and their biogeochemical roles? New high-resolution datasets from robotic profiling floats, with both environmental and bio-optical sensors, may offer a framework to devise optimal sampling strategies for omics, rates, and biogeochemical fluxes.

Professor Philip Boyd, Institute for Marine and Antarctic Studies, Australia

12:40 - 12:50 Discussion
12:50 - 13:05 Breakout 4 report
13:05 - 13:30 Massive multipliers – Prochlorococcus, SAR11, and the flow of energy on Earth

Numerically abundant marine microbes hold great promise as model organisms for studying the ocean's response to a changing climate. Laboratory isolates representing genetically distinct lineages within the Prochlorococcus and SAR11 collectives have been essential in providing genetic reference information, linking genomic potential to physiological processes, and testing theories that arise from environmental sequences. The recent isolation of novel lineages from these collectives and the creation of stable semi-continuous co-cultures are expanding the utility of these organisms to inform our understanding of energy flow in the marine environment.

With substantial proportions of environmental sequence data still exhibiting poor recruitment to reference databases, Assistant Professor Becker will highlight what they believe to be the continued importance of domesticating wild marine microbes. They will define an appropriate level of taxonomic specificity for predicting microbial responses to global change (or not) and explore the potential of democratized sequencing for making informed sampling decisions at sea. They will look at several instances where laboratory isolates transformed our understanding of marine biogeochemical cycling before considering what knowledge gaps still exist as we navigate the bumpy journey from genome to biome. 

Finally, Assistant Professor Becker will share some nascent thoughts on pedagogical approaches to equip the next generation of oceanographers, modellers, and computational biologists with the necessary tools to collaborate with Earth's microbes and maintain a habitable Earth.

 
2020_10_28_Alvernia Headshots
Photo ©2020 Dan Z. Johnson
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Assistant Professor Jamie Becker, Alvernia University, USA

13:30 - 13:40 Discussion
13:40 - 13:55 Breakout 5 report
13:55 - 14:30 Tea
14:30 - 14:55 Towards BioGeoSCAPES: developing an international program to study ocean metabolism and nutrients cycling by microbes in a changing ocean

Microorganisms are primary drivers of biogeochemical cycles and thus centrally important for maintaining Earth as a habitable environment, but much remains unknown about their biogeography, controls on distribution, and metabolic potential and exchanges. Given multiple concurrent human- and climate-driven perturbations to the ocean environment, the habitats that exist now may be considerably different in only 10–15 years – predicting these shifts is essential to inform management and decision-making. As a result, there is an urgent need to elucidate interactions between microbes and their biogeochemical environments. In recent years, an international community effort has been underway to design a global-scale marine microbial biogeochemistry program 'BioGeoSCAPES: Ocean Metabolism and Nutrient Cycles on a Changing Planet' that combines rich biological (nucleic acid- and chemical omics) and chemical (nutrients, micronutrients, metabolites) sampling to map microbial communities and study ocean metabolism and its influence on ecosystem health and biogeochemical cycles. Recent advances in analytical and bioinformatics capabilities, combined with community-based momentum to organise ‘omics intercalibration and standardisation activities make this the ideal time to act. Dr Twining will describe a recently funded US NSF project to support planning and development of BioGeoSCAPES through a combination of meetings, workshops, working groups, student and postdoc exchanges, and summer school events. Planned community activities are envisioned to result in an international science plan, as well as plans for intercalibration assessment, methodological and sampling best practices, data management and informatics, and data-model integration strategies. 

Dr Benjamin Twining, Bigelow Laboratory for Ocean Sciences, USA

14:55 - 15:05 Discussion
15:05 - 16:00 Panel discussion

Professor Thomas Mock, University of East Anglia, Norwich Research Park, UK

Dr Julie Robidart, National Oceanography Centre, UK

Dr Patricia Sánchez-Baracaldo, University of Bristol, UK

Professor Alessandro Tagliabue, University of Liverpool, UK