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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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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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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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