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Schwidetzky R, de Almeida Ribeiro I, Bothen N, Backes AT, DeVries AL, Bonn M, Fröhlich-Nowoisky J, Molinero V, Meister K. Functional aggregation of cell-free proteins enables fungal ice nucleation. Proc Natl Acad Sci U S A 2023; 120:e2303243120. [PMID: 37943838 PMCID: PMC10655213 DOI: 10.1073/pnas.2303243120] [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: 02/28/2023] [Accepted: 10/06/2023] [Indexed: 11/12/2023] Open
Abstract
Biological ice nucleation plays a key role in the survival of cold-adapted organisms. Several species of bacteria, fungi, and insects produce ice nucleators (INs) that enable ice formation at temperatures above -10 °C. Bacteria and fungi produce particularly potent INs that can promote water crystallization above -5 °C. Bacterial INs consist of extended protein units that aggregate to achieve superior functionality. Despite decades of research, the nature and identity of fungal INs remain elusive. Here, we combine ice nucleation measurements, physicochemical characterization, numerical modeling, and nucleation theory to shed light on the size and nature of the INs from the fungus Fusarium acuminatum. We find ice-binding and ice-shaping activity of Fusarium IN, suggesting a potential connection between ice growth promotion and inhibition. We demonstrate that fungal INs are composed of small 5.3 kDa protein subunits that assemble into ice-nucleating complexes that can contain more than 100 subunits. Fusarium INs retain high ice-nucleation activity even when only the ~12 kDa fraction of size-excluded proteins are initially present, suggesting robust pathways for their functional aggregation in cell-free aqueous environments. We conclude that the use of small proteins to build large assemblies is a common strategy among organisms to create potent biological INs.
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Affiliation(s)
- Ralph Schwidetzky
- Department of Molecular Spectroscopy, Max Planck Institute for Polymer Research, Mainz55128, Germany
| | | | - Nadine Bothen
- Multiphase Chemistry Department, Max Planck Institute for Chemistry, Mainz55128, Germany
| | - Anna T. Backes
- Multiphase Chemistry Department, Max Planck Institute for Chemistry, Mainz55128, Germany
| | - Arthur L. DeVries
- Department of Animal Biology, University of Illinois at Urbana-Champaign, Urbana, IL61801
| | - Mischa Bonn
- Department of Molecular Spectroscopy, Max Planck Institute for Polymer Research, Mainz55128, Germany
| | | | - Valeria Molinero
- Department of Chemistry, The University of Utah, Salt Lake City, UT84112
| | - Konrad Meister
- Department of Molecular Spectroscopy, Max Planck Institute for Polymer Research, Mainz55128, Germany
- Department of Chemistry and Biochemistry, Boise State University, Boise, ID83725
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2
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Identification of Candidate Ice Nucleation Activity (INA) Genes in Fusarium avenaceum by Combining Phenotypic Characterization with Comparative Genomics and Transcriptomics. J Fungi (Basel) 2022; 8:jof8090958. [PMID: 36135683 PMCID: PMC9501429 DOI: 10.3390/jof8090958] [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: 08/16/2022] [Revised: 09/06/2022] [Accepted: 09/09/2022] [Indexed: 11/19/2022] Open
Abstract
Ice nucleation activity (INA) is the capacity of certain particles to catalyze ice formation at temperatures higher than the temperature at which pure water freezes. INA impacts the ratio of liquid to frozen cloud droplets and, therefore, the formation of precipitation and Earth’s radiative balance. Some Fusarium strains secrete ice-nucleating particles (INPs); they travel through the atmosphere and may thus contribute to these atmospheric processes. Fusarium INPs were previously found to consist of proteinaceous aggregates. Here, we determined that in F. avenaceum, the proteins forming these aggregates are smaller than 5 nm and INA is higher after growth at low temperatures and varies among strains. Leveraging these findings, we used comparative genomics and transcriptomics to identify candidate INA genes. Ten candidate INA genes that were predicted to encode secreted proteins were present only in the strains that produced the highest number of INPs. In total, 203 candidate INA genes coding for secreted proteins were induced at low temperatures. Among them, two genes predicted to encode hydrophobins stood out because hydrophobins are small, secreted proteins that form aggregates with amphipathic properties. We discuss the potential of the candidate genes to encode INA proteins and the next steps necessary to identify the molecular basis of INA in F. avenaceum.
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Yang S, Coleman JJ, Vinatzer BA. Genome Resource: Draft Genome of Fusarium avenaceum, Strain F156N33, Isolated from the Atmosphere Above Virginia and Annotated Based on RNA Sequencing Data. PLANT DISEASE 2022; 106:720-722. [PMID: 34293917 DOI: 10.1094/pdis-04-21-0787-a] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Fusarium avenaceum is a filamentous fungus commonly associated with plants and soil. It is a causal agent of Fusarium head blight (FHB) on maize and small-grain cereals and blights on other plant species, and is one of the very few fungal species known to have ice nucleation activity (i.e., it catalyzes ice formation). Here, we report the draft genome of the ice-nucleation-active F. avenaceum strain F156N33 isolated from the atmosphere above Virginia. The genome assembly is 41,175,306 bp long, consists of 214 contigs, and is predicted to encode 11,233 proteins, which were annotated using RNA-sequencing data obtained from the same strain.
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Affiliation(s)
- Shu Yang
- School of Plant and Environmental Sciences, Virginia Tech, Blacksburg, VA 24061
| | - Jeffrey J Coleman
- Department of Entomology and Plant Pathology, Auburn University, Auburn, AL 36849
| | - Boris A Vinatzer
- School of Plant and Environmental Sciences, Virginia Tech, Blacksburg, VA 24061
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Lukas M, Schwidetzky R, Eufemio RJ, Bonn M, Meister K. Toward Understanding Bacterial Ice Nucleation. J Phys Chem B 2022; 126:1861-1867. [PMID: 35084861 PMCID: PMC8919256 DOI: 10.1021/acs.jpcb.1c09342] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
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Bacterial ice nucleators
(INs) are among the most effective ice
nucleators known and are relevant for freezing processes in agriculture,
the atmosphere, and the biosphere. Their ability to facilitate ice
formation is due to specialized ice-nucleating proteins (INPs) anchored
to the outer bacterial cell membrane, enabling the crystallization
of water at temperatures up to −2 °C. In this Perspective,
we highlight the importance of functional aggregation of INPs for
the exceptionally high ice nucleation activity of bacterial ice nucleators.
We emphasize that the bacterial cell membrane, as well as environmental
conditions, is crucial for a precise functional INP aggregation. Interdisciplinary
approaches combining high-throughput droplet freezing assays with
advanced physicochemical tools and protein biochemistry are needed
to link changes in protein structure or protein–water interactions
with changes on the functional level.
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Affiliation(s)
- Max Lukas
- Max Planck Institute for Polymer Research, 55128 Mainz, Germany
| | | | | | - Mischa Bonn
- Max Planck Institute for Polymer Research, 55128 Mainz, Germany
| | - Konrad Meister
- Max Planck Institute for Polymer Research, 55128 Mainz, Germany.,University of Alaska Southeast, Juneau, Alaska 99801, United States
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Tarn MD, Sikora SNF, Porter GCE, O’Sullivan D, Adams M, Whale TF, Harrison AD, Vergara-Temprado J, Wilson TW, Shim JU, Murray BJ. The study of atmospheric ice-nucleating particles via microfluidically generated droplets. MICROFLUIDICS AND NANOFLUIDICS 2018; 22:52. [PMID: 29720926 PMCID: PMC5915516 DOI: 10.1007/s10404-018-2069-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 04/05/2018] [Indexed: 05/10/2023]
Abstract
Ice-nucleating particles (INPs) play a significant role in the climate and hydrological cycle by triggering ice formation in supercooled clouds, thereby causing precipitation and affecting cloud lifetimes and their radiative properties. However, despite their importance, INP often comprise only 1 in 103-106 ambient particles, making it difficult to ascertain and predict their type, source, and concentration. The typical techniques for quantifying INP concentrations tend to be highly labour-intensive, suffer from poor time resolution, or are limited in sensitivity to low concentrations. Here, we present the application of microfluidic devices to the study of atmospheric INPs via the simple and rapid production of monodisperse droplets and their subsequent freezing on a cold stage. This device offers the potential for the testing of INP concentrations in aqueous samples with high sensitivity and high counting statistics. Various INPs were tested for validation of the platform, including mineral dust and biological species, with results compared to literature values. We also describe a methodology for sampling atmospheric aerosol in a manner that minimises sampling biases and which is compatible with the microfluidic device. We present results for INP concentrations in air sampled during two field campaigns: (1) from a rural location in the UK and (2) during the UK's annual Bonfire Night festival. These initial results will provide a route for deployment of the microfluidic platform for the study and quantification of INPs in upcoming field campaigns around the globe, while providing a benchmark for future lab-on-a-chip-based INP studies.
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Affiliation(s)
- Mark D. Tarn
- School of Earth and Environment, University of Leeds, Leeds, LS2 9JT UK
- School of Physics and Astronomy, University of Leeds, Leeds, LS2 9JT UK
| | | | - Grace C. E. Porter
- School of Earth and Environment, University of Leeds, Leeds, LS2 9JT UK
- School of Physics and Astronomy, University of Leeds, Leeds, LS2 9JT UK
| | - Daniel O’Sullivan
- School of Earth and Environment, University of Leeds, Leeds, LS2 9JT UK
| | - Mike Adams
- School of Earth and Environment, University of Leeds, Leeds, LS2 9JT UK
| | - Thomas F. Whale
- School of Earth and Environment, University of Leeds, Leeds, LS2 9JT UK
| | | | - Jesús Vergara-Temprado
- School of Earth and Environment, University of Leeds, Leeds, LS2 9JT UK
- Present Address: Institute for Atmospheric and Climate Science, ETH Zürich, Universitätstrasse 16, 8092 Zurich, Switzerland
| | - Theodore W. Wilson
- School of Earth and Environment, University of Leeds, Leeds, LS2 9JT UK
- Present Address: Owlstone Medical Ltd., 127 Science Park, Cambridge, CB4 0GD UK
| | - Jung-uk Shim
- School of Physics and Astronomy, University of Leeds, Leeds, LS2 9JT UK
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Evidence for a missing source of efficient ice nuclei. Sci Rep 2017; 7:39673. [PMID: 28045124 PMCID: PMC5206747 DOI: 10.1038/srep39673] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Accepted: 11/22/2016] [Indexed: 11/17/2022] Open
Abstract
It has been known for several decades that some bioaerosols, such as ice-nucleation-active (INA) bacteria, especially Pseudomonas syringae strains, may play a critical potential role in the formation of clouds and precipitation. We investigated bacterial and fungal ice nuclei (IN) in rainwater samples collected from the Hulunber temperate grasslands in North China. The median freezing temperatures (T50) for three years’ worth of unprocessed rain samples were greater than −10 °C based on immersion freezing testing. The heat and filtration treatments inactivated 7–54% and 2–89%, respectively, of the IN activity at temperatures warmer than −10 °C. We also determined the composition of the microbial community. The majority of observed Pseudomonas strains were distantly related to the verified ice-nucleating Pseudomonas strains, as
revealed by phylogenetic analysis. Here, we show that there are submicron INA particles <220 nm in rainwater that are not identifiable as the known species of high-INA bacteria and fungi and there may be a new potential type of efficient submicroscale or nanoscale ice nucleator in the regional rainwater samplers. Our results suggest the need for a reinterpretation of the source of high-INA material in the formation of precipitation and contribute to the search for new methods of weather modification.
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Behzad H, Gojobori T, Mineta K. Challenges and opportunities of airborne metagenomics. Genome Biol Evol 2015; 7:1216-26. [PMID: 25953766 PMCID: PMC4453059 DOI: 10.1093/gbe/evv064] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/06/2015] [Indexed: 01/09/2023] Open
Abstract
Recent metagenomic studies of environments, such as marine and soil, have significantly enhanced our understanding of the diverse microbial communities living in these habitats and their essential roles in sustaining vast ecosystems. The increase in the number of publications related to soil and marine metagenomics is in sharp contrast to those of air, yet airborne microbes are thought to have significant impacts on many aspects of our lives from their potential roles in atmospheric events such as cloud formation, precipitation, and atmospheric chemistry to their major impact on human health. In this review, we will discuss the current progress in airborne metagenomics, with a special focus on exploring the challenges and opportunities of undertaking such studies. The main challenges of conducting metagenomic studies of airborne microbes are as follows: 1) Low density of microorganisms in the air, 2) efficient retrieval of microorganisms from the air, 3) variability in airborne microbial community composition, 4) the lack of standardized protocols and methodologies, and 5) DNA sequencing and bioinformatics-related challenges. Overcoming these challenges could provide the groundwork for comprehensive analysis of airborne microbes and their potential impact on the atmosphere, global climate, and our health. Metagenomic studies offer a unique opportunity to examine viral and bacterial diversity in the air and monitor their spread locally or across the globe, including threats from pathogenic microorganisms. Airborne metagenomic studies could also lead to discoveries of novel genes and metabolic pathways relevant to meteorological and industrial applications, environmental bioremediation, and biogeochemical cycles.
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Affiliation(s)
- Hayedeh Behzad
- Computational Bioscience Research Center, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia
| | - Takashi Gojobori
- Computational Bioscience Research Center, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia Biological and Environmental Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia
| | - Katsuhiko Mineta
- Computational Bioscience Research Center, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia Computer, Electrical, and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia
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O'Sullivan D, Murray BJ, Ross JF, Whale TF, Price HC, Atkinson JD, Umo NS, Webb ME. The relevance of nanoscale biological fragments for ice nucleation in clouds. Sci Rep 2015; 5:8082. [PMID: 25626414 PMCID: PMC4308702 DOI: 10.1038/srep08082] [Citation(s) in RCA: 144] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Accepted: 01/05/2015] [Indexed: 11/09/2022] Open
Abstract
Most studies of the role of biological entities as atmospheric ice-nucleating particles have focused on relatively rare supermicron particles such as bacterial cells, fungal spores and pollen grains. However, it is not clear that there are sufficient numbers of these particles in the atmosphere to strongly influence clouds. Here we show that the ice-nucleating activity of a fungus from the ubiquitous genus Fusarium is related to the presence of nanometre-scale particles which are far more numerous, and therefore potentially far more important for cloud glaciation than whole intact spores or hyphae. In addition, we quantify the ice-nucleating activity of nano-ice nucleating particles (nano-INPs) washed off pollen and also show that nano-INPs are present in a soil sample. Based on these results, we suggest that there is a reservoir of biological nano-INPs present in the environment which may, for example, become aerosolised in association with fertile soil dust particles.
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Affiliation(s)
- D O'Sullivan
- Institute for Climate and Atmospheric Science, School of Earth &Environment, University of Leeds, UK
| | - B J Murray
- Institute for Climate and Atmospheric Science, School of Earth &Environment, University of Leeds, UK
| | - J F Ross
- School of Chemistry and Astbury Centre for Structural Molecular Biology, University of Leeds, UK
| | - T F Whale
- Institute for Climate and Atmospheric Science, School of Earth &Environment, University of Leeds, UK
| | - H C Price
- Institute for Climate and Atmospheric Science, School of Earth &Environment, University of Leeds, UK
| | - J D Atkinson
- 1] Institute for Climate and Atmospheric Science, School of Earth &Environment, University of Leeds, UK [2] Now at Institute for Atmospheric and Climate Science, Universitaetstr. 16, ETH Zurich, Switzerland
| | - N S Umo
- Institute for Climate and Atmospheric Science, School of Earth &Environment, University of Leeds, UK
| | - M E Webb
- School of Chemistry and Astbury Centre for Structural Molecular Biology, University of Leeds, UK
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Lagzian M, Latifi AM, Bassami MR, Mirzaei M. An ice nucleation protein from Fusarium acuminatum: cloning, expression, biochemical characterization and computational modeling. Biotechnol Lett 2014; 36:2043-51. [PMID: 24930104 DOI: 10.1007/s10529-014-1568-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2014] [Accepted: 05/23/2014] [Indexed: 10/25/2022]
Abstract
Ice nucleation proteins (INP) are a major cause of frost damage in plants and crops. Here, an INP gene from Fusarium acuminatum was optimized, synthesized, expressed in E.coli and subsequently purified and characterized. The protein belongs to the second class of ice nucleation proteins with an optimum pH 5.5, relative activity and stability between pH 5 and 9.5 and up to 45 °C. The protein was fully active and stable in the presence of dimethyl sulfoxide (DMSO), dioxane, acetone and ethyl acetate. Moreover, it retained over 50 % of its original activity in the presence of polyvinyl alcohol. The 3D structure model of the INP-F indicated the protein had three distinct domains as exist in other ice nucleation proteins with some variations. Considering these promising results, INP-F could be a novel candidate for industrial applications.
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Affiliation(s)
- Milad Lagzian
- Biotechnology Division, Faculty of Veterinary Medicine, Ferdowsi University of Mashhad, Mashhad, Iran,
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10
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Lundheim R. Physiological and ecological significance of biological ice nucleators. Philos Trans R Soc Lond B Biol Sci 2002; 357:937-43. [PMID: 12171657 PMCID: PMC1693005 DOI: 10.1098/rstb.2002.1082] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
When a pure water sample is cooled it can remain in the liquid state at temperatures well below its melting point (0 degrees C). The initiation of the transition from the liquid state to ice is called nucleation. Substances that facilitate this transition so that it takes place at a relatively high sub-zero temperature are called ice nucleators. Many living organisms produce ice nucleators. In some cases, plausible reasons for their production have been suggested. In bacteria, they could induce frost damage to their hosts, giving the bacteria access to nutrients. In freeze-tolerant animals, it has been suggested that ice nucleators help to control the ice formation so that it is tolerable to the animal. Such ice nucleators can be called adaptive ice nucleators. There are, however, also examples of ice nucleators in living organisms where the adaptive value is difficult to understand. These ice nucleators might be structures with functions other than facilitating ice formation. These structures might be called incidental ice nucleators.
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Affiliation(s)
- Rolv Lundheim
- Allforsk Biology, Queen Maud College, Thonning Owesensgt 18, 7044 Trondheim, Norway.
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