Konrad Meister’s research while affiliated with Boise State University and other places

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Publications (65)


Figure 1. Representative images of Peltigera lichens showing (a) bimembered and (b) trimembered thalli. When wet, trimembered Peltigera species display a distinctive bright green color due to their primary green photobiont Coccomyxa, contrary to bimembered Peltigera species which contain a cyanobacterium Nostoc.
Figure 2. Effects of freeze-thaw cycles on Peltigera lichen ice nucleation activity. Shown are the cumulative number of INs per unit mass (Nm) of (a) P. britannica JNU22, (b) P. neckeri PNW22, (c) P. aphthosa PL729 250 and (d) P. austroamericana 34529 across 6 consecutive cycles.
Figure 3. (a) Freezing experiment of aqueous extract containing INs (1 mg mL -1 to 0.01 ng mL -1 ) from L01-tf-B03. Shown are the cumulative number of INs per unit mass (Nm) of L01-tf-B03. (b) Dilution effects on the IN-activity of L01-tf-B03 (cyan) aqueous extract and P. syringae in water (gray). P. syringae INs are 310 inactive at concentrations below 1 ng mL -1 and are not shown.
Peltigera lichen thalli produce highly efficient ice nucleating agents
  • Preprint
  • File available

October 2024

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59 Reads

Rosemary J. Eufemio

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Mariah Rojas

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Konrad Meister

From extracellular freezing to cloud glaciation, the crystallization of water is ubiquitous and shapes life as we know it. Efficient biological ice nucleators (INs) are crucial for organism survival in cold environments and, when aerosolized, serve as a significant source of atmospheric ice nuclei. Several lichen species have been identified as potent INs capable of inducing freezing at high subzero temperatures. Despite their importance, the abundance and diversity of lichen INs are still not well understood. Here, we investigate ice nucleation activity in the cyanolichen-forming genus Peltigera from across a range of ecosystems in the Arctic, the Northwestern United States, and Central and South America. We find strong IN activity in all tested Peltigera species, with ice nucleation temperatures above -12 °C, and 35 % of the samples initiating freezing at temperatures at or above -6.2 °C. The Peltigera INs in aqueous extract appear resistant to freeze-thaw cycles, suggesting that they can survive dispersal through the atmosphere and thereby potentially influence precipitation patterns. An axenic fungal culture termed L01-tf-B03, from the lichen Peltigera britannica JNU22, displayed an ice nucleation temperature of -5.6 °C at 1 mg mL-1 and retained remarkably efficient IN-activity at concentrations as low as 0.1 ng mL-1. Our analysis suggests that the INs released from this fungus in culture are 1000 times more efficient than the most potent bacterial INs from Pseudomonas syringae. The global distribution of Peltigera lichens, in combination with the IN-efficiency, emphasizes their potential to act as powerful ice nucleating agents in the atmosphere.

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Hierarchical assembly and environmental enhancement of bacterial ice nucleators

October 2024

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29 Reads

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1 Citation

Proceedings of the National Academy of Sciences

Bacterial ice nucleating proteins (INPs) are exceptionally effective in promoting the kinetically hindered transition of water to ice. Their efficiency relies on the assembly of INPs into large functional aggregates, with the size of ice nucleation sites determining activity. Experimental freezing spectra have revealed two distinct, defined aggregate sizes, typically classified as class A and C ice nucleators (INs). Despite the importance of INPs and years of extensive research, the precise number of INPs forming the two aggregate classes, and their assembly mechanism have remained enigmatic. Here, we report that bacterial ice nucleation activity emerges from more than two prevailing aggregate species and identify the specific number of INPs responsible for distinct crystallization temperatures. We find that INP dimers constitute class C INs, tetramers class B INs, and hexamers and larger multimers are responsible for the most efficient class A activity. We propose a hierarchical assembly mechanism based on tyrosine interactions for dimers, and electrostatic interactions between INP dimers to produce larger aggregates. This assembly is membrane-assisted: Increasing the bacterial outer membrane fluidity decreases the population of the larger aggregates, while preserving the dimers. Inversely, Dulbecco’s Phosphate-Buffered Saline buffer increases the population of multimeric class A and B aggregates 200-fold and endows the bacteria with enhanced stability toward repeated freeze-thaw cycles. Our analysis suggests that the enhancement results from the better alignment of dimers in the negatively charged outer membrane, due to screening of their electrostatic repulsion. This demonstrates significant enhancement of the most potent bacterial INs.



Simple Method to Assess Foam Structure and Stability using Hydrophobin and BSA as Model Systems

July 2024

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59 Reads

The properties and arrangement of surface‐active molecules at air‐water interfaces influence foam stability and bubble shape. Such multiscale‐relationships necessitate a well‐conducted analysis of mesoscopic foam properties. We introduce a novel automated and precise method to characterize bubble growth, size distribution and shape based on image analysis and using the machine learning algorithm Cellpose. Studying the temporal evolution of bubble size and shape facilitates conclusions on foam stability. The addition of two sets of masks, for tiny bubbles and large bubbles, provides for a high precision of analysis. A python script for analysis of the evolution of bubble diameter, circularity and dispersity is provided in the Supporting Information. Using foams stabilized by bovine serum albumin (BSA), hydrophobin (HP), and blends thereof, we show how this technique can be used to precisely characterize foam structures. Foams stabilized by HP show a significantly increased foam stability and rounder bubble shape than BSA‐stabilized foams. These differences are induced by the different molecular structure of the two proteins. Our study shows that the proposed method provides an efficient way to analyze relevant foam properties in detail and at low cost, with higher precision than conventional methods of image analysis.


Hierarchical Assembly and Environmental Enhancement of Bacterial Ice Nucleators

May 2024

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17 Reads

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1 Citation

Bacterial ice nucleating proteins (INPs) are exceptionally effective in promoting the kinetically hindered transition of water to ice. Their efficiency relies on the assembly of INPs into large functional aggregates, with the size of ice nucleation sites determining activity. Experimental freezing spectra have revealed two distinct, defined aggregate sizes, typically classified as class A and C ice nucleators (INs). Despite the importance of INPs and years of extensive research, the precise number of INPs forming the two aggregate classes and their assembly mechanism have remained enigmatic. Here, we report that bacterial ice nucleation activity emerges from more than two prevailing aggregate species and identify the specific number of INPs responsible for distinct crystallization temperatures. We find that INP dimers constitute class C INs, tetramers class B INs, and hexamers and larger multimers are responsible for the most efficient class A activity. We propose a hierarchical assembly mechanism based on tyrosine interactions for dimers, and electrostatic interactions between INP dimers to produce larger aggregates. This assembly is membrane-assisted: increasing the bacterial outer membrane fluidity decreases the population of the larger aggregates, while preserving the dimers. Inversely, DPBS buffer increases the population of multimeric class A and B aggregates 200-fold and endows the bacteria with enhanced stability towards repeated freeze-thaw cycles. Our analysis suggests that the enhancement results from the better alignment of dimers in the negatively charged outer membrane, due to screening of their electrostatic repulsion. This constitutes the first demonstration of enhancement of the most potent bacterial INs.


Aggregation of ice-nucleating macromolecules from Betula pendula pollen determines ice nucleation efficiency

April 2024

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147 Reads

Various aerosols, including mineral dust, soot, and biological particles, can act as ice nuclei, initiating the freezing of supercooled cloud droplets. Cloud droplet freezing significantly impacts cloud properties and, consequently, weather and climate. Some biological ice nuclei exhibit exceptionally high nucleation temperatures close to 0 °C. Ice Nucleating Macromolecules (INMs) found on pollen are typically not considered among the most active ice nuclei. Still, they can be highly abundant, especially for species such as Betula pendula, a widespread birch tree species in the boreal forest. Recent studies have shown that certain tree-derived INMs exhibit ice nucleation activity above -10 °C, suggesting they could play a more significant role in atmospheric processes than previously understood. Our study reveals three distinct INM classes active at -8.7 °C, -15.7 °C, and -17.4 °C are present in B. pendula. Freeze-drying and freeze-thaw cycles noticeably alter their ice nucleation capability, and the results of heat treatment, size, and chemical analysis indicate that INM classes correspond to size-varying aggregates, with larger aggregates nucleating ice at higher temperatures in agreement with previous studies on fungal and bacterial ice nucleators. Our findings suggest that B. pendula INMs are potentially important for atmospheric ice nucleation because of their high prevalence and nucleation temperatures.


Measurement of Ice Nucleation Activity of Biological Samples

November 2023

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91 Reads

Methods in molecular biology (Clifton, N.J.)

Experimentation with ice-nucleating biomolecules is needed to advance the fundamental understanding of biotic heterogeneous ice nucleation. Standard experimental procedures vary with sample type. Here we describe a generalized primary purification and analysis process to measure ice nucleation activity of biological samples using an advanced freezing droplet assay.


Functional aggregation of cell-free proteins enables fungal ice nucleation

November 2023

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125 Reads

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7 Citations

Proceedings of the National Academy of Sciences

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.


Fig. 1. Freezing experiments of aqueous extracts containing fungal ice nucleators from
Fig. 2. Characterization of aqueous solutions containing ice-affinity purified INs from
Fig. 3. Freezing experiments of aqueous extracts containing fungal INs from F. acuminatum.
Fig. 4. Characterization of aqueous solutions of ice-affinity purified INs from F. acuminatum.
E Pluribus Unum: Functional Aggregation of Cell-Free Proteins Enables Fungal Ice Nucleation

September 2023

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97 Reads

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 oC. Bacteria and fungi produce particularly potent INs that can promote water crystallization above -5 oC. 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 which 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.


Freezing experiments of aqueous extracts containing lichen INs from P. britannica(a), S. globosus(b), and P. herrei(c). Symbol colors in (a) indicate data from different concentrations and are identical to uncolored dilutions shown in (b) and (c). Shown are the cumulative number of IN per unit mass (Nm) for extracts containing INs from lichen.
Freezing experiments of aqueous extracts containing lichen INs from P. herrei. (a) Cumulative number of INs per unit mass of P. herrei (Nm) for extracts containing INs from lichen. The red line represents the optimized cumulative spectrum obtained through the HUB-backward code. (b) Differential spectrum that represents the underlying distribution of heterogenous freezing temperatures that produces the cumulative number of INs per unit mass (shown with the red line in panel a). The grey dashed lines indicate the temperatures that give the modes of the distribution. The mode, spread, and weight of the class 1 IN subpopulation are - 6.8 and 0.67 ∘C and 0.95 %, respectively. For the class 2 IN subpopulation, the mode, spread, and weight are - 13.8 and 0.29 ∘C and 99.05 %.
Effects of freeze–thaw cycles on bacterial and lichen IN activity. Shown are the cumulative numbers of INs per unit mass Nm of P. herrei(a) and Snomax (P. syrinage)(b).
Effects of high-temperature treatment on the ice nucleation activity and corresponding distributions of class 1 and class 2 INs of selected lichens.Shown are the cumulative number of INs (Nm) per gram of lichen sample of (a)P. britannica, (b)S. globosus, and (c)P. herrei.
Lichen species across Alaska produce highly active and stable ice nucleators

July 2023

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10 Reads

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14 Citations

Forty years ago, lichens were identified as extraordinary biological ice nucleators (INs) that enable ice formation at temperatures close to 0 ∘C. By employing INs, lichens thrive in freezing environments that surpass the physiological limits of other vegetation, thus making them the majority of vegetative biomass in northern ecosystems. Aerosolized lichen INs might further impact cloud glaciation and have the potential to alter atmospheric processes in a warming Arctic. Despite the ecological importance and formidable ice nucleation activities, the abundance, diversity, sources, and role of ice nucleation in lichens remain poorly understood. Here, we investigate the ice nucleation capabilities of lichens collected from various ecosystems across Alaska. We find ice nucleating activity in lichen to be widespread, particularly in the coastal rainforest of southeast Alaska. Across 29 investigated lichen, all species show ice nucleation temperatures above -15 ∘C, and ∼30 % initiate freezing at temperatures above -6 ∘C. Concentration series of lichen ice nucleation assays in combination with statistical analysis reveal that the lichens contain two subpopulations of INs, similar to previous observations in bacteria. However, unlike the bacterial INs, the lichen INs appear as independent subpopulations resistant to freeze–thaw cycles and against temperature treatment. The ubiquity and high stability of the lichen INs suggest that they can impact local atmospheric processes and that ice nucleation activity is an essential trait for their survival in cold environments.


Citations (50)


... This might be explained by the known mechanisms of bioaerosol release at low RH (Marshall, 1996;Tormo et al., 2001). Studies of the ice-nucleating ability of lichens from Hyytiälä and elsewhere in the world show that several common lichen species harbour large quantities of very active ice-nucleating entities (Moffett et al., 2015;Eufemio et al., 2023;Proske et al., 2024). It is also thought that bioaerosol released from lichens is enhanced at low RH (Armstrong, 1991;Tormo et al., 2001). ...

Reference:

Ice-nucleating particles active below −24 °C in a Finnish boreal forest and their relationship to bioaerosols
Lichen species across Alaska produce highly active and stable ice nucleators

... P. syringae and assembly size. Large protein aggregates associated with class A allow the bacteria to achieve IN-activity close to -1°C, while class C consists of comparatively small INPs active at ~ -7.5°C (Kozloff et al., 1983;Govindarajan and Lindow, 1988;Turner et al., 1990, Renzer et al., 2024. ...

Hierarchical Assembly and Environmental Enhancement of Bacterial Ice Nucleators
  • Citing Preprint
  • May 2024

... 1,3 However, water in mixed-phase clouds can freeze at temperatures higher than −38 ○ C because ice-nucleating particles and substances can lower the Gibbs free energy of the initial ice-cluster, leading to heterogeneous ice nucleation. 2,3 For example, mineral dust particles, 4,5 pollen, 6,7 and fungal spores 8,9 typically trigger freezing around −15, −10, and −4 ○ C, respectively. Since aerosols can influence the microphysical state of cloud droplets, they affect the cloud albedo and the hydrological cycle. ...

Functional aggregation of cell-free proteins enables fungal ice nucleation
  • Citing Article
  • November 2023

Proceedings of the National Academy of Sciences

... Our framework can improve models for ice nucleation in clouds by explicitly accounting for droplet polydispersity and cooling rates. lease of latent heat (Riechers et al., 2013;Dobbie and Jonas, 2001), and the freeze concentration of impurities (Deck et al., 2022;Deville, 2017;Stoll et al., 2021). A quantitative understanding of these processes requires models that accurately predict ice nucleation kinetics. ...

HUB: a method to model and extract the distribution of ice nucleation temperatures from drop-freezing experiments

... According to the FTIR spectra ( Figure 1C), Amide I (primarily due to the C=O stretching vibration) (1644, 1638, 1624 cm −1 , for SS, SF, and SS/SF interface, respectively), Amide II (N-H bending and C-N stretching vibrations) (1540, 1520, 1522 cm −1 , for SS, SF, and SS/SF interface, respectively), and Amide III (from C-N stretching and N-H bending vibrations) (1396 cm −1 , consistent across all samples) peaks were identified [40,41]. The Amide I peak in SS suggests a mixed secondary structure with less β-sheet content compared to SF (which typically absorbs in the 1610-1640 cm −1 range) [41,42]. ...

True Origin of Amide I Shifts Observed in Protein Spectra Obtained with Sum Frequency Generation Spectroscopy
  • Citing Article
  • May 2023

The Journal of Physical Chemistry Letters

... The Heterogeneous Underlying-Based (HUB) method and associated HUB-backward numerical 135 code (de Almeida Ribeiro et al., 2022) were used to interpret the heterogeneous ice nucleation temperatures obtained from TINA measurements of the lichen samples. The HUB method relies on the assumptions of Vali (Vali, 1971), e.g. that each IN has a distinct nucleation temperature, and that the IN with the highest nucleation temperature is responsible for the freezing of the droplet in the cooling experiments. ...

HUB: A method to model and extract the distribution of ice nucleation temperatures from drop-freezing experiments

... Experts in the field have also had to adapt to benefit from the real-world use of AF applications [14][15][16][17][18][19]. In fact, I discovered in discussions with non-specialists (repeating scientific or often non-scientific articles without hindsight) that they have very often assumed that since the protein-folding problem had been solved, all structures were available (I would like to point out two major problems in this sentence: (i) the term protein folding is wrong and should be protein fold, and (ii) the fact that we regularly use the term 'predicted structures' instead of 'structural models' means that many people now use the term 'structures' for AF models in a problematic and ambiguous way). ...

AlphaFold2 models indicate that protein sequence determines both structure and dynamics

... Therefore, the characteristics of the surface and its interface with water play a crucial role in the ice nucleation behavior [56]. The delayed ice nucleation observed on the surface of the modified coating can be attributed to the strong hydrogen-bonding interactions between water molecules and bidentate hydroxyl groups of catechol units [40,57]. These hydrogen-bonded molecules can form a thin layer (nm scale) of water on the surface with reduced entropy and enhanced viscosity capable of maintaining a non-ordered liquid-like molecular structure even at sub-zero temperatures. ...

Tuning Ice Nucleation by Mussel-Adhesive Inspired Polyelectrolytes: The Role of Hydrogen Bonding
  • Citing Article
  • June 2022

CCS Chemistry

... AlphaFold2 predictions have been shown to provide insight not only into the static structure of proteins, but also into their conformational plasticity (Al-Masri et al., 2023;del Alamo et al., 2022;Stein & Mchaourab, 2022;Wayment-Steele et al., 2022) and dynamics (Guo et al., 2022;Ma et al., 2023). Considering this, we used it to explore the conformational diversity of the HAMP domain by analyzing models generated for a set of >5000 phylogenetically diverse sequences originating from 81 families defined by sequence similarity (Dunin-Horkawicz & Lupas, 2010). ...

AlphaFold2 models indicate that protein sequence determines both structure and dynamics

... The 125.2 mgC L −1 solution of Snomax nucleated ice at a T 50 value of -5.8 • C (Fig. S10b). A dilution series along five orders of magnitude led to the characteristic step-wide frozen fraction 270 curve of Snomax, corroborating the freezing temperatures reported by (Wex et al., 2015), which observed a range in freezing temperatures of Snomax solutions between -2 • C and -9 • C. Filtering the Snomax solution to 0.22 µm resulted in a small decrease in its freezing activity, particularly at -2 • C (Fig. S11), indicating the loss of Class A aggregates due to filtration (Lukas et al., 2022). Increases in the concentrations of lignin and Snomax led to an observed increase in T 50 and correlated to decreases in surface 275 tension (Fig. 4a). ...

Toward Understanding Bacterial Ice Nucleation

The Journal of Physical Chemistry B