Biological and biomolecular recovery of plastic waste
Purified hydrophobins are used to flocculate and recover microplastics, addressing the ecological and health risks associated with plastic waste by forming aggregates that can be safely removed, thus mitigating pathogenic risks and environmental contamination.
Patent Information
- Application Number
- PCT/US2025/019498
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- Priority Date
- 2024-03-12
- Filing Date
- 2025-03-12
- Publication Date
- 2025-09-18
AI Technical Summary
There is a need for safe and efficient methods to recover plastic waste, particularly microplastics, which pose ecological and human health risks due to the enrichment of pathogenic microbes in biofilms on their surfaces, leading to potential health impacts and environmental contamination.
The use of purified hydrophobins, which are highly hydrophobic cell surface proteins, to flocculate microplastics by binding to them, either from fungal sources or expressed by recombinant microorganisms, forming aggregates that can be removed from aqueous environments.
Hydrophobins effectively flocculate microplastics, enabling nearly 100% recovery from various plastic types, mitigating pathogenic risks and reducing environmental contamination.
Smart Images

Figure US2025019498_18092025_PF_FP_ABST
Abstract
Description
[0001] BIOLOGICAL AND BIOMOLECULAR RECOVERY OF PLASTIC WASTE
[0002] CROSS-REFERENCE TO RELATED APPLICATION
[0003] This application claims priority to United States Provisional Application No. 63 / 564,161, filed March 12, 2024, and the contents of which are incorporated herein by reference in their entireties for all purposes.
[0004] REFERENCE TO U.S. GOVERNMENT SUPPORT
[0005] This invention was made with government support under grant numbers DE- SC0022018 and DE-SC0023085 awarded by Department of Energy. The United States has certain rights in the invention.
[0006] REFERENCE TO SEQUENCE LISTING
[0007] The present application is being filed along with a Sequence Listing in electronic format. The Sequence Listing is provided as a file entitled 2101715-001281_ SequenceLi sting, created March 12, 2025, which is 35 KB in size. The information in XML file format of the Sequence Listing is incorporated herein by reference in its entirety.
[0008] FIELD OF THE INVENTION
[0009] The invention relates to recovery of plastic waste with biological molecules or microorganisms and related recombinant microorganisms.
[0010] BACKGROUND OF THE INVENTION
[0011] Microplastics accumulation in the environment has led to myriad ecological and human health issues. An estimated 275 million tons of plastic are disposed at end of life each year, with the majority of these plastics degraded into microplastic particles dispersed in our air, water, and soils. As a result of this environmental accumulation, microplastic particles have been observed in the intestinal tracts, tissues, and organs of marine organisms throughout the ecosystem. Microplastic particles subsequently work their way through animal and human food chains. Consequently, microplastics have been found in human placentas, testis, and blood implicating negative health effects from leaching of toxic monomers, additives, and adsorbed environmental pollutants. More importantly, polyethylene microplastics in human arteries increased the likelihood of cardiovascular events, stroke, or death, by 2.8-fold relative to a microplastics free control group. These environmental and human health issues continue to worsen with exponential increases in plastic production and subsequent increases in environmental contamination. Microorganisms frequently interact with microplastics, forming robust biofilms on their surface. These biofilms are often enriched in pathogens such as those from the genera Pseudomonas and Vibrio. Pathogens tend to be enriched in biofilms due to their ability to promote cell fitness via horizontal gene transfer of antibiotic resistance genes that improve microbial viability of other members of the microbial community. Additionally, pathogens such as Vibrios have been noted to evolve into hyperbiofilm-formers in stressed microenvironments. The presence and enrichment of pathogenic microbes in these biofilms can exacerbate human health impacts by introducing new pathogens into the food chain and harboring increased horizontal transfer of antibiotic resistance genes between pathogens. Such pathogenic consequences are evidenced by disease outbreaks in marine environments tied to the migration of pathogens on plastics waste. The taxonomic profiles of microplastic- associated biofilms are well documented, as taxonomic changes to biofilm members vary dependent on sampling location, plastic type, and particle size. While there is a strong understanding of the types of microorganisms that bind to microplastic particles under various conditions, the specific biomolecules responsible for microbial binding to microplastics are poorly understood.
[0012] Microbes often form biofilms on solid surfaces through secretion of biosurfactants and / or surface proteins. For example, bacteria often rely on flagella or pili to attach to surfaces and form biofilms. Additionally, many bacteria secrete extracellular polymeric substances (EPS) containing proteins and lipopolysaccharides (LPS) that promote biofilm hydrophobicity and allow for surface binding. Similarly, fungal adhesion to extracellular surfaces is canonically driven by surface proteins called adhesins. Adhesins are responsible for cell-cell adhesion, biofilm formation, and adhesion to hydrophobic surfaces in model yeasts like S. cerevisiae. Common fungi such as Aspergilli secrete adhesins belonging to the class hydrophobins that allow them to form strong hyphal networks and adhere to extracellular surfaces. Hydrophobins are a class of small (-10-15kDa), secreted fungal proteins that form amphipathic layers at hydrophobic / hydrophilic interfaces, allowing them to bridge fungi to extremely hydrophobic substrates. Though they are known to form strong biofilms on solid surfaces, the interactions of fungi with (micro)plastics are understudied. However, there is growing interest in the fungal members of microplastic-associated biofilms and their interactions due to the inherent pathogenicity of many fungi and their propensity for horizontal gene transfer. Aspergillus niger has been documented to interact wi th and bind to polystyrene (PS) and Poly(methyl methacrylate) (PMMA), removing PS and PPMA from solution, but binding mechanisms were not studied. These fungi- microplastics relationships are essential to understand how microplastics are colonized, mitigation of health risks from microplastic-bound pathogenic fungi, potential toxicity effects, and how to better remove microbes from microplastics for recovery.
[0013] There remains a need for safe and efficient methods for recovery of plastic waste.
[0014] SUMMARY OF THE INVENTION
[0015] The present invention relates to recovery of plastic waste. The inventors have surprisingly discovered that purified hydrophobins flocculated microplastics independent of the fungus, validating their ability to bind to the plastic.
[0016] The present invention provides a method for flocculating microplastic particles. The method comprises (a) exposing microplastic particles to a composition, wherein the composition comprises a first hydrophobin, and the first hydrophobin consists of an amino acid sequence at least 80% identical to an amino acid sequence selected from the group consisting of SEQ ID NOS: 1-33; and (b) binding the first hydrophobin to the microplastic particles, whereby the microplastic particles are flocculated into microplastic aggregates. The first hydrophobin may consist of an amino acid sequence selected from the group consisting of SEQ ID NOS: 1-33. The first hydrophobin may be amphiphilic. The first hydrophobin may comprise 8-10 cysteine residues that form 4-5 disulfide bonds.
[0017] The first hydrophobin may be expressed by a recombinant microorganism comprising a heterologous gene encoding the hydrophobin.
[0018] The first hydrophobin may be purified from an Aspergillus .
[0019] The composition may further comprise a second hydrophobin. The second hydrophobin may consist of an amino acid sequence at least 80% identical to an amino acid sequence selected from the group consisting of SEQ ID NOS: 27-33. The first hydrophobin and the second hydrophobin may be different. The first hydrophobin may be RodA (SEQ ID NO: 27) and the second hydrophobin may be RodG (SEQ ID NO: 33).
[0020] The microplastic particles may comprise polypropylene (PP), polyethylene (PE), polyethylene terephthalate (PET), or a combination thereof. The microplastic particles may have a length of 0.05-5 mm. At least 80% of the microplastic particles may be flocculated into the microplastic aggregates. Where the microplastic particles are in an aqueous environment, the method may further comprise removing the microplastic particles from the aqueous environment.
[0021] The present invention also provides a recombinant Yarrowia. The recombinant Yarrowia comprises a heterologous gene encoding a hydrophobin and expressing the hydrophobin. The hydrophobin consists of an amino acid sequence at least 80% identical to an amino acid sequence selected from the group consisting of SEQ ID NOS: 1-33. The Yarrowia may be Yarrowia lipolytica. The hydrophobin may consist of an amino acid sequence selected from the group consisting of SEQ ID NOS: 1-33. The hydrophobin may be amphiphilic. The hydrophobin may comprise 8-10 cysteine residues that form 4-5 disulfide bonds.
[0022] For each recombinant Yarrowia of the present invention, a composition is provided. The composition comprises the recombinant Yarrowia.
[0023] For each composition of the present invention, a method for flocculating microplastics is provided. The method comprises (a) exposing microplastic particles to the composition; and (b) binding the hydrophobin to the microplastic particles, whereby the microplastic particles are flocculated into microplastic aggregates. Where the microplastic particles are in an aqueous environment, the method may further comprise removing the microplastic particles from the aqueous environment.
[0024] BRIEF DESCRIPTION OF THE DRAWINGS
[0025] FIGS. 1A-1B show Aspergillus ubiquitously capture microplastics from solution. (A) Polyethylene particles captured from solution via flocculation by fungal isolate; 50 pm UHMWPE particles (top) and ~40 pm red fluorescent LDPE beads (bottom) were used to demonstrate microplastics binding. (B) Microplastics recovery' of a variety' of ‘pristine’ and post-consumer plastics shows ubiquitous recovery near 100%. Microplastics recovery was calculated by subtracting the remaining, un-flocculated plastic mass from the initial mass, dividing that by the total initial mass, and multiplying by 100%. Error bars represent standard error across three replicates.
[0026] FIGS. 2A-2B show (A) Phylogenetic tree of 45 Aspergillus strains built using complete ITS sequences, with strains used in this study boxed in red. A neighbor joining tree was constructed with 100 bootstrap iterations with ClustalW alignment, using Metarhizium anisopliaei as the outgroup. Tree is rooted to the outgroup. (B) Species tree confirming taxonomic identification of AF UDI, built by orthofinder default methods, from 5395 core orthogroup trees reconciled by STAG and final tree rooting inferred by STRIDE.
[0027] FIG. 3 shows biomass normalized flocculation of two plastic types by Aspergillus strains across the genome. Mass of flocculated plastic was calculated by subtracting the mass of remaining plastic from the initial plastic mass. Images above each bar are 5 mL liquid cultures of each strain with flocculated -200 pm goodfellow LDPE particles. Error bars represent standard error across three independent measurements.
[0028] FIGS. 4A-4C show hydrophobins drive microplastics flocculation. (A) Confocal microscopy image of Aspergillus fumigatus AF-UD1 (blue) stained with calcofluor white using hyphal interactions to grab -40 pm red fluorescent LDPE beads (red). (B) SEM image showing dense hyphal network of Aspergillus fumigatus AF-UD1 holding -200 pm goodfellow LDPE microplastic particles in a floc. (C) Images showing -200 pm goodfellow LDPE microplastics flocculation by AF-UD1 in the absence (left) and no flocculation in the presence (right) of beta-mercaptoethanol.
[0029] FIGS. 5A-5B show hydrophobins are responsible for microplastics flocculation by AF-UD1. (A) Microplastics flocculation by Aspergillus strains with hydrophobin genes knocked out from the genome. Aspergillus fumigatus strains with each hydrophobin gene knocked out have reduced flocculation ability, indicating the importance of hydrophobins in microplastics recover}'. (B) Recovery of -40 pm green fluorescent LDPE beads by pure RodA (right) relative to a water control (left).
[0030] DETAILED DESCRIPTION OF THE INVENTION
[0031] The present invention relates to recovery of plastic waste by flocculating microplastics. The invention is based on the inventors’ discover}' that purified hydrophobins flocculated microplastics independent of the fungus, validating their ability to bind to the plastic. The invention provides a method for flocculating microplastics with hydrophobins and recombinant microorganisms (e g., Yarrowia lipolytica) for expressing the hydrophobins and flocculating microplastics.
[0032] Microplastics pose serious ecological and human health effects by introducing pathogens and toxins into animal and human food chains. Many pathogenic microorganisms preferentially form biofilms on microplastic particles that are then ingested. The inventors have demonstrated that hydrophobins, highly hydrophobic, cell surface proteins, enable microplastic binding and colonization by the opportunistic pathogen Aspergillus fumigatus and other fungi within the Aspergillus genus. The inventors have recognized a novel role for hydrophobin proteins, identifying potential strategies for pathogen control and proteinbased microplastics recovery.
[0033] The inventors have leveraged Aspergillus fumigatus to better understand the manner in which fungi bind to microplastics because it is a reported opportunistic pathogen and is found ubiquitously across soil and marine environments. The inventors have isolated a strain of Aspergillus fumigatus that forms extremely hydrophobic biofilms, recovering nearly 100% of microplastics from suspensions. These observations, concurrent with those found in A. niger imply that there is a conserved mechanism across all Aspergilli for microplastics binding. The inventors have validated that hypothesis by confirming that microplastics flocculation occurs in several strains covering the genus phylogeny. Moreover, the inventors have confirmed that microplastics recovery occurs ubiquitously across various single and mixed plastic types, confirming that fungal-microplastics interactions are conserved on model post-consumer plastic waste streams. Microplastics may bind to hydrophobins on Aspergilli hyphae due to their abundance and ubiquity across the genus and due to their inherent hydrophobicity. The inventors have confirmed that hydrophobin proteins item A. fumigatus is the primary driver for microplastic binding by Aspergillus through gene knockouts and that pure hydrophobin binds to microplastic particles. The understanding that hydrophobins are responsible for microplastic binding may be used to reverse biofilm formation by pathogenic strains such as Aspergillus fumigatus , subsequently mitigating potential pathogenicity of microplastics. Additionally, hydrophobins may be used in the absence of (pathogenic) hosts to provide sustainable microplastics recovery from aqueous environments.
[0034] The term “plastic"’ as used herein refers to a material made of synthetic or semisynthetic organic polymers that can be molded into a solid object having a desirable shape.
[0035] The terms “microplastic” and “microplastic particle” are used herein interchangeably and refer to a plastic fragment having a length of less than about 5 millimeters or 0.2 inches.
[0036] The terms “flocculating,” “flocculation,” and “flocculate” as used herein refer to gathering or gather microplastic particles into aggregates.
[0037] The term “homolog” as used herein refers to a protein that is a counterpart to a naturally occurring protein. The homolog may consist of an amino acid sequence similar to that of its corresponding naturally occurring protein. The similarity7or homology7may be at least about 40%, 50%, 60%, 70%, 80%, 90%, 95%, 99% or 100%, or about 40-50%, 40- 60%, 40-70%, 40-80%. 40-90%, 40-95%, 40-99%. 40-100%, 50-60%, 50-70%. 50-80%, 50-90%, 50-95%, 50-99%, 50-100%, 60-70%, 60-80%, 60-90%, 60-95%, 60-99%, 60- 100%, 70-80%, 70-90%, 70-95%, 70-99%, 70-100%, 80-90%, 80-95%, 80-99%, 80-100%, 90-95%, 90-99%, 90-100%, 95-99%, 95-100%, or 99-100%.
[0038] The term "hydrophobin" as used herein refers to a naturally occurring small cysteine-rich protein produced by a filamentous fungus to form hydrophobic coating on its surface or a homolog thereof. The filamentous fungus may be in the phyla of Ascomycetes and Basidiomycetes. Hydrophobins produced by the Ascomycetes and Basidiomycetes are knoyvn in the art. The filamentous fungus may be in the genus of Aspergillus , Trichoderma or Fusarium. The filamentous fungus may be an Aspergillus species. The Aspergillus species may be selected from the group consisting of Aspergillus fumigatus, Aspergillus niger. Aspergillus nidulans, Aspergillus flavus , and Aspergillus terreus. Hydrophobins produced by Aspergillus , Trichoderma or Fusarium are knoyvn in the art. Exemplary7hydrophobins produced by Aspergillus are included in Table 1.
[0039] The present invention provides a method for flocculating microplastics. The method comprises exposing microplastic particles to a composition. The composition comprises a hy drophobin. The method further comprises binding the hydrophobin to the microplastic particles. As a result, the microplastic particles are flocculated into microplastic aggregates.
[0040] According to the method of the present invention, the hydrophobin may have about 50-100, 50-150, 50-200, or 50-250 amino acids. The hydrophobin may be amphiphilic.
[0041] According to the method of the present invention, the hydrophobin may consist of the amino acid sequence of any one of SEQ ID NOS: 1-33 (Table 1). The hydrophobin may consist of an amino acid sequence at least about 40%, 50%, 60%, 70%, 80%, 90%, 95%, 99% or 100%, or about 40-50%, 40-60%, 40-70%, 40-80%, 40-90%, 40-95%, 40-99%, 40- 100%, 50-60%, 50-70%, 50-80%, 50-90%, 50-95%, 50-99%, 50-100%, 60-70%, 60-80%, 60-90%, 60-95%, 60-99%, 60-100%, 70-80%, 70-90%, 70-95%, 70-99%, 70-100%, 80- 90%, 80-95%, 80-99%. 80-100%, 90-95%. 90-99%, 90-100%, 95-99%, 95-100%, or 99- 100%, identical to the amino acid sequence of any one of SEQ ID NOS: 1-33.
[0042] According to the method of the present invention, the hydrophobin may have about 4-6, 4-10, 4-12, 4-14, 4-16, 4-18, 4-20, 6-8, 6-10, 6-12, 6-14, 6-16, 6-18, 6-20, 8-10, 8-12, 8-14, 8-16, 8-18, 8-20, 10-12, 10-14, 10-16, 10-18, 10-20, 12-14, 12-16, 12-18, 12-20, 14- 16, 14-18. 14-20, 16-18, 16-20, or 18-20 cysteine residues to form, for example, about 2-5, 2-10, 2-15, 2-20, 3-5. 3-10. 3-15. 3-20. 4-5, 4-10, 4-15, 4-20, 5-10, 5-15, 5-20, 6-10, 6-15, 6-20, 7-10, 7-15, 7-20, 8-10, 8-15, 8-20, 9-10, 9-15, 9-20, 10-15, 10-20, or 15-20 disulfide bonds. The hydrophobin may be a homolog of a naturally occurring hydrophobin and comprise one or more of the cysteine residues in the naturally occurring hydrophobin. The hydrophobin may consist of an amino acid sequence at least about 40%. 50%. 60%. 70%. 80%, 90%, 95%, 99% or 100%, or about 40-50%, 40-60%, 40-70%, 40-80%, 40-90%, 40- 95%, 40-99%, 40-100%, 50-60%, 50-70%, 50-80%, 50-90%, 50-95%, 50-99%, 50-100%, 60-70%, 60-80%, 60-90%, 60-95%, 60-99%, 60-100%, 70-80%, 70-90%, 70-95%, 70-99%, 70-100%, 80-90%, 80-95%, 80-99%. 80-100%, 90-95%, 90-99%, 90-100%, 95-99%, 95- 100%. or 99-100%. identical to the amino acid sequence of any one of SEQ ID NOS: 1-33. and comprise one or more cysteine residues in the amino acid sequence of any one of SEQ ID NOS: 1-33. The hydrophobin may be a homolog of a naturally occurring hydrophobin and comprise all of the cysteine residues in the naturally occurring hydrophobin. The hydrophobin may consist of an amino acid sequence at least about 40%. 50%. 60%. 70%. 80%, 90%, 95%, 99% or 100%, or about 40-50%, 40-60%, 40-70%, 40-80%, 40-90%, 40- 95%, 40-99%, 40-100%, 50-60%, 50-70%, 50-80%, 50-90%, 50-95%, 50-99%, 50-100%, 60-70%, 60-80%, 60-90%, 60-95%, 60-99%, 60-100%, 70-80%, 70-90%, 70-95%, 70-99%, 70-100%, 80-90%, 80-95%, 80-99%. 80-100%, 90-95%, 90-99%, 90-100%, 95-99%. 95- 100%, or 99-100%, identical to the amino acid sequence of any one of SEQ ID NOS: 1-33, and comprise all of the cysteine residues in the amino acid sequence of any one of SEQ ID NOS: 1-33.
[0043] According to the method of the present invention, the hydrophobin may be expressed by a recombinant microorganism comprising a heterologous gene encoding the hydrophobin. The recombinant microorganism may be Yarrowia, E. coli. Pichia pastoris, or S. cerevisiae. The Yarrowia may be Yarrowia lipolytica.
[0044] According to the method of the present invention, the hydrophobin is purified from an Aspergillus . The Aspergillus may be selected from the group consisting of Aspergillus fumigatus, Aspergillus mi ger. Aspergillus nidulans , Aspergillus flavus, and Aspergillus terreus. According to the method of the present invention, the composition may comprise a first hydrophobin and a second hydrophobin. The first hydrophobin and the second hydrophobin may be different. The first hydrophobin may consist of an amino acid sequence at least about 40%, 50%, 60%, 70%, 80%, 90%, 95%, 99% or 100%, or about 40- 50%, 40-60%, 40-70%, 40-80%, 40-90%, 40-95%, 40-99%, 40-100%, 50-60%, 50-70%, 50-80%, 50-90%, 50-95%, 50-99%, 50-100%, 60-70%, 60-80%, 60-90%, 60-95%, 60-99%, 60-100%, 70-80%, 70-90%, 70-95%. 70-99%, 70-100%, 80-90%, 80-95%, 80-99%, 80- 100%, 90-95%, 90-99%, 90-100%, 95-99%, 95-100%, or 99-100%, identical to the amino acid sequence of any one of SEQ ID NOS: 1-33. The second hydrophobin may consist of an amino acid sequence at least about 40%, 50%, 60%, 70%, 80%, 90%, 95%, 99% or 100%, or about 40-50%, 40-60%, 40-70%, 40-80%, 40-90%, 40-95%, 40-99%, 40-100%, 50-60%, 50-70%, 50-80%. 50-90%, 50-95%, 50-99%. 50-100%, 60-70%, 60-80%. 60-90%. 60-95%, 60-99%, 60-100%, 70-80%, 70-90%, 70-95%, 70-99%, 70-100%, 80-90%, 80-95%, 80- 99%, 80-100%, 90-95%, 90-99%, 90-100%, 95-99%, 95-100%, or 99-100%, identical to the amino acid sequence of any one of SEQ ID NOS: 27-33. In one embodiment, the first hydrophobin consists of the amino acid sequence of RodA (SEQ ID NO: 27) and the second hydrophobin consists of the amino acid sequence of RodG (SEQ ID NO: 33).
[0045] According to the method of the present invention, the microplastic particles may comprise one or more polymers. The polymer may be selected from the group consisting of polypropylene (PP), polyethylene (PE), and polyethylene terephthalate (PET). The PE may be ultra-high molecular weight polyethylene (UHMWPE), low-density polyethylene (LDPE), or a combination thereof.
[0046] According to the method of the present invention, the microplastic particles may- have a length of about 0.01-0.05, 0.01-0. 1, 0.01-0.5, 0.01-1, 0.01-5, 0.01-10, 0.05-0. 1, 0.05- 0.5, 0.05-1, 0.05-5, 0.05-10, 0.1-0.5, 0.1-1. 0.1-5, 0.1-10, 0.5-1, 0.5-5. 0.5-10. 1-5, 1-10, or 5-10 mm.
[0047] According to the method of the present invention, at least about 40%, 50%, 60%, 70%, 80%, 90%, 95%, 99% or 100%, or about 40-50%, 40-60%, 40-70%, 40-80%, 40-90%, 40-95%, 40-99%, 40-100%, 50-60%. 50-70%, 50-80%, 50-90%, 50-95%. 50-99%, 50- 100%, 60-70%, 60-80%, 60-90%, 60-95%, 60-99%, 60-100%, 70-80%, 70-90%, 70-95%, 70-99%, 70-100%, 80-90%, 80-95%, 80-99%, 80-100%, 90-95%, 90-99%, 90-100%, 95- 99%, 95-100%, or 99-100% of the microplastic particles are flocculated into the microplastic aggregates.
[0048] Where the microplastic particles are in an aqueous environment, the method may further comprise removing the microplastic particles from the aqueous environment. At least about 40%, 50%, 60%, 70%, 80%, 90%, 95%, 99% or 100%, or about 40-50%, 40- 60%, 40-70%, 40-80%, 40-90%, 40-95%, 40-99%. 40-100%, 50-60%, 50-70%, 50-80%, 50-90%, 50-95%, 50-99%, 50-100%. 60-70%, 60-80%, 60-90%, 60-95%. 60-99%, 60- 100%, 70-80%, 70-90%, 70-95%, 70-99%, 70-100%, 80-90%, 80-95%, 80-99%, 80-100%, 90-95%, 90-99%, 90-100%, 95-99%, 95-100%, or 99-100% of the microplastic particles are may be removed from the aqueous environment. The aqueous environment may be a solution or suspension.
[0049] The present invention also provides a recombinant microorganism comprising a heterologous gene encoding a hydrophobin. The recombinant microorganism may express the hydrophobin. The recombinant microorganism may be Yarrowia, E. co / i. Pichia pastoris. or S. cerevisiae. The Yarrowia may be Yarrowia lipolytica.
[0050] According to the recombinant microorganism of the present invention, the hydrophobin may have about 50-100, 50-150, 50-200, or 50-250 amino acids. The hydrophobin may be amphiphilic.
[0051] According to the recombinant microorganism of the present invention, the hydrophobin may consist of the amino acid sequence of any one of SEQ ID NOS: 1-33 (Table 1). The hydrophobin may consist of an amino acid sequence at least about 40%, 50%, 60%, 70%, 80%, 90%, 95%, 99% or 100%, or about 40-50%, 40-60%, 40-70%, 40- 80%, 40-90%, 40-95%, 40-99%, 40-100%, 50-60%, 50-70%, 50-80%, 50-90%, 50-95%, 50-99%, 50-100%, 60-70%, 60-80%, 60-90%, 60-95%, 60-99%, 60-100%, 70-80%, 70- 90%, 70-95%, 70-99%. 70-100%, 80-90%. 80-95%, 80-99%, 80-100%. 90-95%, 90-99%, 90-100%, 95-99%, 95-100%, or 99-100%, identical to the amino acid sequence of any one of SEQ ID NOS: 1-33.
[0052] According to the recombinant microorganism of the present invention, the hydrophobin may have about 4-6, 4-10, 4-12, 4-14, 4-16, 4-18, 4-20, 6-8, 6-10, 6-12, 6-14, 6-16, 6-18, 6-20, 8-10, 8-12, 8-14, 8-16, 8-18, 8-20, 10-12, 10-14, 10-16, 10-18, 10-20, 12- 14, 12-16, 12-18, 12-20, 14-16, 14-18, 14-20, 16-18, 16-20, or 18-20 cysteine residues to form, for example, about 2-5, 2-10, 2-15, 2-20, 3-5, 3-10, 3-15, 3-20, 4-5, 4-10, 4-15, 4-20, 5-10, 5-15, 5-20, 6-10, 6-15, 6-20, 7-10, 7-15, 7-20, 8-10, 8-15, 8-20, 9-10, 9-15, 9-20, 10- 15, 10-20. or 15-20 disulfide bonds. The hydrophobin may be a homolog of a naturally occurring hydrophobin and comprise one or more of the cysteine residues in the naturally occurring hydrophobin. The hydrophobin may consist of an amino acid sequence at least about 40%, 50%, 60%, 70%, 80%, 90%, 95%, 99% or 100%, or about 40-50%, 40-60%, 40-70%, 40-80%, 40-90%, 40-95%, 40-99%. 40-100%, 50-60%, 50-70%, 50-80%, 50-90%, 50-95%, 50-99%, 50-100%, 60-70%. 60-80%, 60-90%, 60-95%, 60-99%. 60-100%, 70- 80%, 70-90%, 70-95%, 70-99%, 70-100%, 80-90%, 80-95%, 80-99%, 80-100%, 90-95%, 90-99%, 90-100%, 95-99%, 95-100%, or 99-100%, identical to the amino acid sequence of any one of SEQ ID NOS: 1-33, and comprise one or more cysteine residues in the amino acid sequence of any one of SEQ ID NOS: 1-33. The hydrophobin may consist of an amino acid sequence at least about 40%. 50%. 60%. 70%. 80%. 90%, 95%, 99% or 100%. or about 40-50%, 40-60%, 40-70%, 40-80%, 40-90%, 40-95%, 40-99%, 40-100%, 50-60%, 50-70%, 50-80%, 50-90%, 50-95%, 50-99%, 50-100%, 60-70%, 60-80%, 60-90%, 60-95%, 60-99%, 60-100%, 70-80%, 70-90%, 70-95%, 70-99%, 70-100%, 80-90%, 80-95%, 80-99%, 80- 100%. 90-95%, 90-99%, 90-100%. 95-99%, 95-100%. or 99-100%, identical to the amino acid sequence of any one of SEQ ID NOS: 1-33, and comprise all of the cysteine residues in the amino acid sequence of any one of SEQ ID NOS: 1-33.
[0053] For each recombinant microorganism, a composition comprising the recombinant microorganism is provided. In one embodiment, the composition comprises Yarrowia (e.g.. Yarrowia lipolytica), which comprises a heterologous gene encoding a hydrophobin.
[0054] For each composition of the present invention, a method for flocculating microplastic particles is provided. The method comprises exposing microplastic particles to a composition. The composition comprises a recombinant microorganism, which comprises a heterologous gene encoding a hydrophobin and expresses the hydrophobin. The method also comprises binding the hydrophobin to the microplastic particles, whereby the microplastic particles are flocculated into microplastic aggregates. The recombinant microorganism may be Yarrowia (e.g., Yarrowia lipolytica). Where the microplastic particles are in an aqueous environment, the method further comprises removing the microplastic particles from the aqueous environment. At least about 40%, 50%, 60%, 70%, 80%, 90%, 95%, 99% or 100%, or about 40-50%, 40-60%, 40-70%, 40-80%, 40-90%, 40- 95%, 40-99%, 40-100%, 50-60%, 50-70%, 50-80%, 50-90%, 50-95%, 50-99%, 50-100%, 60-70%, 60-80%, 60-90%, 60-95%, 60-99%, 60-100%, 70-80%, 70-90%, 70-95%, 70-99%, 70-100%, 80-90%, 80-95%, 80-99%, 80-100%, 90-95%, 90-99%, 90-100%, 95-99%, 95- 100%. or 99-100% of the microplastic particles are may be removed from the aqueous environment.
[0055] The term "about" as used herein when referring to a measurable value such as an amount, a percentage, and the like, is meant to encompass variations of ±20% or ±10%, more preferably ±5%, even more preferably ±1%, and still more preferably ±0. 1% from the specified value, as such variations are appropriate.
[0056] Example 1. Hydrophobins from Aspergillus mediate fungal interactions with microplastics
[0057] Microplastics present myriad ecological and human health risks that have been shown to lead to adverse health effects such as increased likelihood of strokes and cardiovascular events. Fungi bind to and colonize microplastic particles, serving as a vector for pathogens in human and animal food chains, providing a source for negative health consequences from microplastics ingestion. However, the specific mechanisms by which pathogenic fungi colonize these microplastics have yet to be explored. In this work, we aim to understand which molecules on the surface of fungi are necessary for microplastics binding. Here, we examine the opportunistic fungal pathogen, Aspergillus fumigatus, and other common soil and marine Aspergilli, which we found bind microplastics tightly, removing the particles from suspension. Upon inoculation of Aspergilli with microplastic particles, up to 3.85 + / - 1.48 g of microplastics were bound and flocculated per gram of dry fungal biomass; this phenomenon was observed across polypropylene (PP), polyethylene (PE), and polyethylene terephthalate (PET) powders and particles ranging in size from 0.05 - 5 mm. We hypothesized that hydrophobins were the main driver for microplastics binding to hyphal surfaces due to their surface abundance and high hydrophobicity. Gene knockouts revealed that hydrophobins are a key biomolecule driving microplastic-fungi binding, evidenced by a decrease in microplastics flocculation relative to wild-type Aspergillus fumigatus. Moreover, purified hydrophobins flocculated microplastics independent of the fungus, validating their ability to bind to the plastic. Our work elucidates a role for hydrophobins in fungal colonization of microplastics and highlights a potential target for mitigating the harm of microplastics through engineered fungal-microplastic interactions.
[0058] A. Materials and methods 1. Organism Isolation
[0059] Aspergillus fumigatus AF-UD1 was isolated from the gut of a yellow mealworm (Tenebrio molitor larvae) fed HDPE for 20 days. 10 mealworm guts were extracted, suspended in 1 mL of PBS, and vortexed to homogenize. 50 pL of gut contents were plated on fungal Medium B (defined previously by E. T. Hillman, et al. , Biotechnology) Progress 37, e3172-e3172 (2021)). Individual colonies were re-plated on Medium B to isolate the organism. The organism was originally isolated in a co-culture with an un-identified bacterial strain. AF-UD1 was isolated from the co-culture by plating on potato dextrose agar with 50 pg / mL penicillin and 50 pg / mL streptomycin.
[0060] 2. Organism Identification
[0061] Whole genome sequencing was carried out on genomic DNA from AF-UD1, with details of each method outlined below. a. DNA Extraction
[0062] High molecular weight DNA was extracted from mycelium with minor modifications. Flash-frozen biomass was ground to a fine powder in a frozen mortar with liquid nitrogen followed by very gentle extraction in 3X CTAB extraction buffer (3% CT AB (hexadecyltrimethylamonium bromide), 1.4 M NaCl, 100 mM Tris pH 8.0, 20 mM EDTA, 1% 2-mercaptoethanol) for Ih at 65 °C. The mixture was cooled down and gently extracted with 24:1 Chloroform : Isoamyl alcohol. Take out the upper phase and gently- extracted with 24: 1 Chloroform : Isoamyl alcohol. The aqueous phase was transferred to a new tube and 1 / 1 Oth volume 3 M Sodium acetate was added, gently mixed, and DNA precipitated with iso-propanol. The sample was kept in -20 °C overnight to facilitate precipitation. DNA precipitate was collected by centrifugation, washed with 70% ethanol, air dried for 5 minutes and dissolved thoroughly in elution buffer at room temperature followed by RNAse treatment. DNA purity was measured with Nanodrop, DNA concentration measured with Qubit HS kit (Invitrogen) and DNA size was validated by Femto Pulse System (Agilent). b. Genome Sequencing
[0063] The draft genome of Aspergillus fumigatus UDI was sequenced using PacBio Multiplexed 6-1 Okb Ultra-Low Input library sequenced using the REVIO. An input of 50 ng of genomic DNA w as sheared to 6 kb - 10 kb using the Megaruptor® 3 (Diagenode) or g- TUBE (Covaris). The sheared DNA was treated with DNA damage repair enzyme mix, end- repair / A-tailing mix and ligated with amplification adapters using SMRTbell Express Template Prep Kit 3.0 (PacBio) and purified with SMRTbell cleanup beads. The purified ligation product was split into two reactions and enriched using 10-18 cycles of PCR using barcoded amplification oligos (IDT) and SMRTbell® gDNA Sample Amplification Kit (PacBio). Up to sixteen libraries were pooled in equimolar concentrations and the pooled libraries were size-selected using the 0.75% agarose gel cassettes with Marker SI and High Pass protocol on the BluePippin (Sage Science). The size-selected pools were treated with DNA damage repair enzyme mix, end-repair / A-tailing mix and ligated with SMRTbell sequencing adapters, a nuclease enzy e mix and purified with SMRTbell cleanup beads. CCS data was filtered with the JGI QC pipeline to remove artifacts. CCS reads were assembled with Flye version 2.9-bl768 (https: / / github.com / fenderglass / Flye) and subsequently polished with two rounds of RACON version 1.4.13. The mitochondrial sequence was identified based on coverage, GC content, and BLAST hits to the NCBI nt database, used to filter the CCS reads to produce non-organelle CCS, and polished with two rounds of RACON version 1.4.13.
[0064] The transcriptome was sequenced using Illumina. mRNA was isolated from an input of 200 ng of total RNA with oligo dT magnetic beads and fragmented to 300 bp - 400 bp with divalent cations at a high temperature. Using TruSeq stranded mRNA kit (Illumina), the fragmented mRNA was reverse transcribed to create the first strand of cDNA with random hexamers and SuperScript™ II Reverse Transcriptase (Thermo Fisher Scientific) followed by second strand synthesis. The double stranded cDNA fragments were treated with A-tailing, ligation with NEXTFLEX UDI Barcodes (PerkinElmer) and enriched using 10 cycles of PCR. The prepared libraries were quantified using KAPA Biosystems' nextgeneration sequencing library qPCR kit and run on a Roche LightCycler 480 real-time PCR instrument. Sequencing of the flowcell was performed on the Illumina NovaSeq sequencer using NovaSeq XP V 1 .5 reagent kits, S4 flowcell, following a 2x151 indexed run recipe. RNA-Seq reads were trimmed for artifact sequence by kmer matching (kmer=25), allowing 1 mismatch, from the 3' end of the reads, and filtered for spike-in reads, PhiX reads and reads containing any Ns.
[0065] Quality trimming of the genome was performed using the phred trimming method set at Q6. Finally, following trimming, reads under the length threshold were removed (minimum length 25 bases or 1 / 3 of the original read length - whichever is longer). Filtered reads were assembled into consensus sequences using Trinity v2.12.0. The genome was annotated using the JGI Annotation pipeline and made publicly available via JGI fungal genome portal MycoCosm. The genome is available on JGI MycoCosm at https: / / mycocosm.jgi.doe.gov / AspfumUDl_l / AspfumUDl_l .info.html. c. Protein Clustering and Phylogenetic Analysis
[0066] Aspergillus genomes below were downloaded from MycoCosm and included in orthofinder v2.55 clustering with A. fumigatus UDI. Briefly, all GeneCatalog proteins were clustered into orthologous groups (orthogroups) by DIAMOND sequence similarity. Gene trees were built for a total of 5395 separate orthogroups containing at least one protein from every7species, including 4027 with all single-copy orthologs. A final species tree was inferred from these gene trees using orthofinder default methods, employing the STAG algorithm for species tree inference and STRIDE for inference of the species tree root. The tree file was plotted along with MycoCosm assembly and gene count metrics by phytools for A. flavus NRRL 3357 , A. flscheri NRRL 181, A. fumigatus Af293, A. fumigatus A1123, A. nidulans FGSC A4, A. niger NRRL3, A. novofumigatus IBT 16806, A. terreus NIH 2624, and A. udagawae IFM 46973.
[0067] 3. Microplastics recovery’ assays
[0068] Aspergillus pre-cultures were grown in YPD at 37 °C, 220 rpm in 5 mL cultures for 2 days directly from a freezer stock. The pre-culture was then inoculated into 100 mL YPD to and grown at 37 °C, 100 rpm in a 500 mL flask to grow aspergillus ‘flocs’ LDPE (LDPE particles were purchased from Goodfellow Cambridge Limited, Huntingdon, England; catalog number LS563303), PP (PP was obtained from post-consumer yogurt Chobani yogurt cups. For use in this study, PP disks / beads cut out using a 2 mm diameter hole punch), PET (PET was obtained from post-consumer Dasani water bottles. For use in this study. PET disks / beads cut out using a 5 mm diameter hole punch), or UHMWPE (Ultra- high molecular weight PE (UHMWPE) was purchased from Sigma-Aldirch Chemical Company; catalog number 43272 - 100g) Microplastic particles at approximately 25 mg were suspended in 5 mL of sterile mineral media (1g NaH2PO4, 0.5 g MgSO4*7H2O, 0.2 g KH2PO4, and 1 g yeast extract per 1 liter). 2-3 flocs from the large aspergillus culture were dropped into the 5 mL culture containing plastic powder. The cultures were allowed to shake at 30 °C, 220 rpm to allow the aspergillus strains to slowly grow in a nutrient deprived environment. Every 2 hours, the culture was shaken to allow fungi to come into direct contact with the plastic. Once plastic was grabbed at one of these 2 hour intervals, the culture was removed for analysis. If no plastic was grabbed by the fungi (in the case of aspergillus knockout experiments) after 36 hours, the culture was removed and discarded.
[0069] For mass-normalized microplastics recovery assays, flocs of A. fumigatus UD01 , A. fumigatus (ATCC 1022) ^4. niger (ATCC 16888), A. nidulans (ATCC10074), A. flavus (ATCC 16833), or A. terreus (ATCC 1012) containing microplastics were removed from the culture tubes and allowed to dry. Remaining plastic was subsequently removed from the tube, dried, and weighed. Mass of flocculated plastic was calculated by subtracting the mass of remaining plastic from the initial plastic mass. Additionally, the microplastic-flocculated cultures were weighed. Calculated flocculated plastic mass was subtracted from the mass of the dried flocculated plastic fungal culture to obtain dry biomass weight.
[0070] For microplastics recovery assays that included beta-mercaptoethanol (BME). the BME was added into the culture tube with plastic and prior to adding the fungal flocs. Flocs were added and the protocol outlined above was followed.
[0071] For recover}' assay with pure RodA, 10 mg of green fluorescent LDPE particles (Green LDPE beads were purchased from Cospheric LLC. Somis. CA; catalog number UVPMS-BG-1.00 35-45 um, respectively) were placed into 1 mL of solution containing purified RodA. The solution was lightly shaken to mix and then left stationary at room temperature overnight to allow separation.
[0072] 4. Confocal microscopy
[0073] Microplastics recovery assays were carried out as above, but with red fluorescent LDPE beads (Red Fluorescent LDPE beads were purchased from Cospheric LLC, Somis, CA; catalog numbers UVPMS-BR-0.995 45-53 um). After flocculation, floc culture was washed with PBS three times. The culture was placed into a microscopy sample dish (ibidi ibiTreat: #1.5 polymer coverslip, tissue culture treated, sterilized) in 2 mL PBS. One microliter of calcofluor white was added to the culture and it was stored in darkness for 15 minutes to stain the fungi. Microscopy images were taken using the NIIMBL Stellaris 8 tauSTED / FLIM Confocal Microscope at the University' of Delaware Bioimaging Center.
[0074] 5. Scanning electron microscopy
[0075] Microplastics recovery assays were carried out as above. After flocculation, floc culture was washed with PBS three times. Culture flocs were coated in platinum and imaged on the Apreo VolumeScope™ Scanning Electron Microscope at the University of Delaware Bioimaging Center.
[0076] 6. Hydrophobin knockout strains
[0077] Mutant hydrophobin knockout strains were generously donated by Jean-Paul Latge and Isabelle Mouyna from Aspergillus Unit, Institut Pasteur, 75015 Paris, France. The hydrophobin knockouts were generated from methods listed in the original publication(29).
[0078] 7. RodA cloning in Yarrowia lipolytica
[0079] RodA sequence was codon optimized for Yarrowia lipolytica and the resulting gene fragment was ordered from Twist Biosciences with an Asci cutsite on the N terminus and an Nhel cutsite on the C terminus . Gene fragment was digested with Asci and Nhel enzymes at 37 °C for 1 hour; restriction enzymes were heat inactivated at 80 °C for 20min. The vector for cloning was a homology donor for integration into the AXP site in Yarrowia lipolytica(68). The vector was also digested with Asci and Nhel at 37 °C for 1 hour. The vector and insert were ligated using NEB DNA ligase. 5uL of ligation mix was added to 50uL of NEB 10p competent cells which were heat shocked at 42 °C for 30 seconds and then recovered in ImL of LB media for 1 hour at 37°C with shaking. IOOUL of transformed cells were plated onto an ampicillin containing LB plate and grown overnight at 37 °C. The sequence of the resulting plasmid was confirmed by Sanger sequencing. The RodA gene was integrated into the AXP site using the homology donor and a CRISPR containing plasmid. Integration was confirmed via colony PCR and then the strain was cured of all plasmids.
[0080] Codon optimized RodA sequence: ATGAAGTTTAGCCTCTCTGCTGCAGTACTGGCCTTTGCCGTGTCTGTGGCTGCGC TCCCCCAGCACGATGTCAACGCCGCTGGAAACGGTGTCGGCAACAAAGGCAAT GCCAACGTGCGATTCCCTGTTCCCGACGACATCACCGTTAAACAAGCAACTGAG AAGTGTGGAGACCAGGCCCAGCTGTCATGCTGCAACAAGGCCACCTACGCTGG CGACGTGACGGATATCGACGAGGGTATTCTGGCGGGTACTCTCAAGAACCTCAT CGGCGGGGGCTCGGGAACAGAAGGACTAGGTTTGTTCAACCAGTGTTCCAAGC TGGATCTGCAGATTCCTGTCATTGGCATCCCCATCCAGGCTCTTGTTAACCAAA AGTGCAAGCAGAACATAGCCTGTTGCCAGAATTCGCCGTCCGACGCCAGTGGCT CTCTGATTGGACTTGGTCTTCCATGTATTGCTCTGGGATCCATCTTGTAG (SEQ ID NO: 34)
[0081] RodA protein sequence: MKFSLSAAVLAFAVSVAALPQHDVNAAGNGVGNKGNANVRFPVPDDITVKQATE
[0082] KCGDQAQLSCCNKATYAGDVTDIDEGILAGTLKNLIGGGSGTEGLGLFNQCSKLDL
[0083] QIPVIGIPIQALVNQKCKQNIACCQNSPSDASGSLIGLGLPCIALGSIL (SEQ ID NO: 27)
[0084] 8. RodA expression and purification
[0085] Yarrowia lipolytica RodA was grown for 4 days at 28°C with agitation at 220 rpm in 50 mL YPD. Culture was transferred to 50mL falcon tube and centrifuged at 4000 rpm to separate pellet and supernatant. Supernatant was ultra-centrifuged for Ihr at 100,000g in SW32Ti rotor using OptiSeal 32mL tubes and adapters from Beckman Coulter. Supernatant was removed and pellet was resuspended in 1 mL of 2% SDS. Sample was transferred to microcentrifuge tube and boiled for 10 min at 98 °C. In Beckman Coulter’s 5mL thinwall open top tubes, sample was ultra-centrifuged at 100,000 g in 5 mL of SDS for 1 hr at 20 °C using SW55Ti rotor. This process was repeated 2 times. All SDS was removed and the pellet was resuspended in 5mL DI water. The sample was then ultra-centrifuged at 100,000 g for 1 hr at 20 °C using SW55Ti rotor. This process was repeated 2 times. Resulting hydrophobin pellet was transferred to a 1.5 mL microcentrifuge tube with ImL DI water. RodA expression and purification protocol was adapted from M. H. Pedersen, et al., Applied Microbiology and Biotechnology 90, 1923-1932 (2011).
[0086] B. Results
[0087] 1. A novel microbial isolate from the yellow mealworm gut microbiome flocculates microplastics from suspension
[0088] We discovered a microbial isolate from the gut of Tenebrio molitor that flocculates microplastics, pulling them out of suspension. The isolate rapidly (within seconds) flocculated suspended ultra-high molecular weight polyethylene (UHMWPE) particles and floating red fluorescent LDPE particles (FIG. 1 A). We evaluated the extent of microplastics flocculation capabilities of this isolate by using 25 mg (0.4% wt. / vol) polypropylene (PP), poly(ethylene terephthalate) (PET), surface oxidized UHMWPE, and low-density polyethylene (LDPE) plastics to ensure that the strain can bind to microplastics independent of polymer chemistry and hydrophobicity. The isolate captured 96.0 + / - 4.0% of 200 pm LDPE particles, 97.1 + / - 0.6% of 50 pm UHMWPE particles, 100 + / - 0% of 5 mm PET beads, and 90.9 + / - 8.1% of 2 mm PP beads meaning flocculation is independent of both polymer chemistry and particle size (FIG. IB). Mixed plastic types did not interfere with flocculation. Pairwise combinations of plastics were still recovered with 85-100% efficiency and 92% recovery' when a 40 mg (0.8% wt. vol) mixture of all 4 microplastic ty pes and sizes was tested (Fig. IB). Samples containing PP and PET beads have higher variance due to their larger particle size. If one PP or PET bead was not recovered, it significantly decreases the plastic recovery' on the per mass basis. It is likely that the increased surface area of the larger particles requires more binding interactions to retain the plastic within the biofilm, leading to some particles not being captured due to lack of available fungal surface area. Nonetheless, microplastics flocculation is nearly 100% in both ‘pure?and mixed plastic cases, with pristine and post-consumer plastics of varying chemistries and sizes.
[0089] 2. Microplastics flocculation is common amongst Aspergillus species.
[0090] We acquired the whole genome for our microplastic-flocculating isolate and taxonomically placed it as an Aspergillus though phylogenetic analysis of its internal transcribed spacer (ITS) (FIG. 2A). The strain was identified as Aspergillus fumigatus due to grouping with published Aspergillus fumigatus genomes on a species tree constructed using OrthoFinder FastTree (36-40) and was thus named Aspergillus fumigatus UDI, hereafter referred to as AF-UD1 (FIG. 2B). Having identified our isolate, we next asked if this ability’ for microplastics colonization was conserved across the genus by assessing five common Aspergillus species spanning a range of phylogenetic distances from AF-UD1 (FIG. 2). Each strain successfully flocculated microplastics on an order of 1-5 g of plastic per g of dry biomass (Fig. 3). The recovery of microplastics by all strains implies that there are conserved molecular phenomena occurring vaAspergilli cultures that permit microplastics capture.
[0091] 3. Microplastics flocculation is driven by redox-sensitive protein interactions
[0092] Confocal and scanning electron microscope (SEM) were used to observe microplastics flocculation and better understand underlying molecular phenomena. Microplastic particles are embedded both on the AF-UD1 surface and within the hyphal network (FIG. 4 A, Supplementary’ movie). SEM images show a dense network of hyphae and extracellular polymeric substances (EPS) that pull plastic particles into the AF-UD1 network (FIG. 4B). The dense EPS and embedded nature of the microplastics that AF-UD1 forms a stable floc that can be mechanically perturbed without a loss of plastic. The formation of robust biofdm suggests that microplastics are pulled into the fungal matrix through hydrophobic interactions with secreted or membrane bound chemicals or biomolecules produced by the fungus.
[0093] Aspergilli adhesion to extracellular surfaces is canonically driven by surface proteins. Hydrophobins are a highly surface-abundant class of proteins in Aspergillus, that have surfactant-like properties, namely amphiphilicity, making them very likely candidates to bind to extremely hydrophobic plastics. Moreover, hydrophobins are predominant proteins in the outermost hydrophobic layer of Aspergillus fumigatus that form at hydrophobic / hydrophilic interfaces. Hydrophobins are characterized by eight conserved cysteine residues that form disulfide bonds that are responsible for stabilizing a large, hydrophobic solvent exposed interface. We disturbed these disulfide bonds using betamercaptoethanol (BME), removing hydrophobins from the AF-UD1 surface, to determine if hydrophobins play a role in microplastic binding. Microplastics flocculation ability was eliminated upon the addition of BME to the culture, consistent with surface proteins such as hydrophobins that rely on disulfide bonds for structure being integral to microplastics recover}' processes (FIG. 4C).
[0094] 4. Hydrophobins are necessary for microplastics flocculation
[0095] The role of hydrophobins in microplastics flocculation was directly assessed by repeating microplastics flocculation assays using Aspergillus fumigatus strains with each hydrophobin knocked out of the genome. The Aspergillus fumigatus genome encodes 7 different hydrophobin genes, each expressing a different hydrophobin. Genes for hydrophobin expression are RODA. RODB, RO DC. RODD, RODE, RODG, and RODF, corresponding to proteins RodA through RodF. Knocking out each hydrophobin gene reduced microplastics flocculation by Aspergillus fumigatus (FIG. 5A). AFARodA, AFARodG, and total knockout strain AFARodA-G all showed statistically significant decreases in flocculation relative to wild type AF-UD1, with AFARodG and AFARodA-G failing to flocculate plastics entirely (FIG. 5A). Rod A and RodG likely play an integral role in microplastics flocculation due to the observed significant decreases. Importantly, the inhibition of microplastics flocculation by the total knockout strain (ARodA-G) indicates that hydrophobins are necessary for microplastics flocculation.
[0096] Hydrophobin knockout data suggest that hydrophobins are necessary for microplastics flocculation, but use of purified hydrophobin in isolation of the host is necessary to confirm their propensity for microplastic flocculation. We thus expressed RodA, reported as the hydrophobin in A. fumigatus responsible for cell wall surface hydrophobicity, in heterologous host Yarrowia lipolytica and subsequently purified the protein to directly assess microplastics flocculation ability by RodA in the absence of the host organism. Pure RodA flocculated microplastics from solution (FIG. 5B). Purified RodA resides in the bottom of the tube due to a density greater than that of water and microplastic particles aggregate in that area after shaking, becoming entrapped in the purified hydrophobin. Microplastics recovery by pure RodA and supporting hydrophobin knockout data demonstrate that hydrophobins are essential for microplastics flocculation by Aspergilli.
[0097] C. Discussion
[0098] Understanding microplastics colonization is essential to mitigate potential health defects caused by pathogenic microorganisms entenng the food chain through microplasticbound biofilms. In this study, we evaluate Aspergillus as a model, sometimes pathogenic, genus of fungi to better understand fungal interactions with microplastics due to their ubiquity across soil and marine microbial communities. We showed that Aspergilli are efficient microplastics binding and recovery agents. We verified that the microplastics binding phenoty pe is conserved across the genus by demonstrating microplastics recovery with a subset of Aspergilli across 5 sub-genera: Fumigati, Nidulantes, Wentii, Terrei, and Nigri. These strains each contain 5-8 hydrophobins, each between 10-20 kDa in size and containing 8-10 disulfide bond-forming cysteines that lead to amphiphilicity. This conservation in hydrophobin abundance and size suggests that there are analogous hydrophobins in each species that contributes to the conserved surface hydrophobicity and microplastics binding phenotype. Our data also suggest that microplastics binding and capture occurs independent of plastic type and size, capturing all single and mixed plastics with nearly 100% recovery, consistent with previous studies detailing 100% recovery of 200 nm PS and 5pm PMMA by Aspergillus niger. This plastic type-independent microplastics binding is consistent with reports that biofilm taxonomic composition does not vary' with plastic type. Rather, environmental factors such as temperature, pH, and salinity drive microplastics binding interactions and dictate which taxa persist in microplastic microbial communities. Microplastics binding interactions require hydrophobic interactions between the microorganism and hydrophobic microplastic surface, meaning that any mechanism altering surface hydrophobicity would be agnostic to plastic type and taxa would not change relative to polymer chemistry.
[0099] Microplastic-bound biofilms have historically been studied by identifying the dominant bacterial members present, overlooking the role of the biomolecules that drive colonization and the contributions of fungal biofilm species. We demonstrate that hydrophobins are important to microplastics binding by showing a decrease in microplastics flocculation upon knockout of each hydrophobin gene out of the genome. More importantly, we showed that pure RodA, the most abundant A. fumigatus hydrophobin, flocculates microplastics in isolation from the host organism, demonstrating that pure hydrophobin proteins bind directly to microplastic particles and flocculate them. The discovery of this relationship between hydrophobins and microplastics in Aspergillus biofilms allows for advances in pathogenicity and biodeconstruction efforts by providing the physiological context in which Aspergilli bind to biofilms. Understanding how these microplastic-fungi interactions form can allow for new technologies to arise to mitigate diseases throughout the food chain caused by microplastic mediated pathogen transport such as in coral reefs, to fish, and to humans. Moreover, the mitigation of fungal biofilm formation on microplastics can mitigate threats to biodiversity from the travel of invasive species to new ecosystems via microplastics transport.
[0100] Due to their inherent hydrophobicity7, hydrophobins have been shown to interact with plastic substrates, namely in the context of biological deconstruction of plastics by fungal enzymes. For example, Aspergillus oryzae expresses hydrophobin RolA that recruits a cutinase that hydrolyses polybutylene-succinate-coadipate. Moreover, RolA incubation with PET substrate prior to treatment with a PETase improved PET deconstruction from 17% to 26% weight loss. While these studies have focused on fungal enzymes and natural complexing with hydrophobins, we detail efficient microbial microplastics binding via hydrophobins. Our work highlights one strategy by which microbes colonize suspended microplastic particles, which w ould be the first step of biological deconstruction. Engineering this process may lead to more efficient / rapid plastics bioconstruction. For example, PET deconstruction by a PETase was improved 328-fold relative to pure PETase and 9-fold relative to surface displayed PETase by co-displaying the PETase with HFBI, a hydrophobin from T. reesei, on heterologous host Pichici pastoris. The work presented in this manuscript can build on such studies by providing a library7of hydrophobins for plastics binding from Aspergill / that can be used to similarly enhance biological (micro)plastic deconstruction efforts.
[0101] Biologically compatible (micro)plastics binding technologies further enhance bioremediation efforts by providing a microplastics capture mechanism that interfaces with (bio)deconstruction efforts. Existing microplastics capture technologies used in wastewater treatment plants (WWTPs), an extremely large source of microplastics, such as ultrafiltration, reverse osmosis, and chemical flocculation fail to provide a mechanism through which plastics can be deconstructed. Without conversion of (micro)plastics waste into non-plastic, non-toxic products, the (micro)plastics waste crisis remains unresolved. Importantly, plastics wastes need to be upcycled into consumer products or recycled into plastics of equal value to the recycled waste to meet economic demands required to compete with plastics production from petrochemical refining. Hydrophobins can thus be used to capture microplastics from aqueous environments with nearly 100% efficiency and can be utilized concurrently to engineer improved biological plastics deconstruction technologies that may be able to circumvent economic barriers with conventional mechanical or chemical plastics recycling. Continued research on the interactions between fungal systems and microplastics is essential to identify hydrophobins capable of increased plastic binding that can ultimately be used to develop biological plastics deconstruction technologies that can mitigate the (micro)plastics waste accumulation crisis.
[0102] All documents, books, manuals, papers, patents, published patent applications, guides, abstracts, and / or other references cited herein are incorporated by reference in their entirety. Other embodiments of the invention will be apparent to those skilled in the art from consideration of the specification and practice of the invention disclosed herein. It is intended that the specification and examples be considered as exemplary only, with the true scope and spirit of the invention being indicated by the following claims.
[0103] Table 1. Hydrophobin Sequences
[0104]
[0105]
[0106]
Claims
WHAT IS CLAIMED:
1. A method for flocculating microplastic particles, comprising(a) exposing microplastic particles to a composition, wherein the composition comprises a first hydrophobin, and the first hydrophobin consists of an amino acid sequence at least 80% identical to an amino acid sequence selected from the group consisting of SEQ ID NOS: 1-32; and(b) binding the first hydrophobin to the microplastic particles, whereby the microplastic particles are flocculated into microplastic aggregates.
2. The method of claim 1 , wherein the first hydrophobin consists of an amino acid sequence selected from the group consisting of SEQ ID NOS: 1-33.
3. The method of claim 1 or 2, wherein the first hydro phobin is amphiphilic.
4. The method of any one of claims 1-3. wherein the first hydrophobin comprises 8-10 cysteine residues that form 4-5 disulfide bonds.
5. The method of any one of claims 1-4, wherein the first hydrophobin is expressed by a recombinant microorganism comprising a heterologous gene encoding the hydrophobin.
6. The method of any one of claims 1-5, wherein the first hydrophobin is purified from an Aspergillus.
7. The method of any one of claims 1-6, wherein the composition further comprises a second hydrophobin consisting of an amino acid sequence at least 80% identical to an amino acid sequence selected from the group consisting of SEQ ID NO:s 27- 33, wherein the first hydrophobin and the second hydrophobin are different.
8. The method of claim 7, wherein the first hydrophobin is RodA (SEQ ID NO: 27) and the second hydrophobin is RodG (SEQ ID NO: 33).
9. The method of any one of claims 1-8. wherein the microplastic particles comprises polypropylene (PP), polyethylene (PE), polyethylene terephthalate (PET), or a combination thereof.
10. The method of any one of claims 1-9, wherein the microplastic particles have a length of 0.05-5 mm.
11. The method of any one of claims 1-10, wherein at least 80% of the microplastic particles are flocculated into the microplastic aggregates.
12. The method of any one of claims 1-11, wherein the microplastic particles are in an aqueous environment, further comprising removing the microplastic particles from the aqueous environment.
13. A recombinant Yarrowia comprising a heterologous gene encoding a hydrophobin and expressing the hydrophobin, wherein the hydrophobin consists of an amino acid sequence at least 80% identical to an amino acid sequence selected from the group consisting of SEQ ID NOS: 1-33.
14. The recombinant Yarrowia of claim 13, wherein the Yarrowia is Yarrowia lipolytica.
15. The recombinant Yarrowia of claim 13-14, wherein the hydrophobin consists of an amino acid sequence selected from the group consisting of SEQ ID NOS: 1-33.
16. The recombinant Yarrowia of any one of claims 13-15. wherein the hydrophobin is amphiphilic.
17. The recombinant Yarrowia of any one of claims 13-16, wherein the hydrophobin comprises 8-10 cysteine residues that form 4-5 disulfide bonds.
18. A composition comprising the recombinant Yarrowia of any one of claims 13-17.
19. A method for flocculating microplastics, comprising(a) exposing microplastic particles to the composition of claim 18; and(b) binding the hydrophobin to the microplastic particles, whereby the microplastic particles are flocculated into microplastic aggregates.
20. The method of claim 19, wherein the microplastic particles are in an aqueous environment, further comprising removing the microplastic particles from the aqueous environment.
Citation Information
Patent Citations
Method and apparatus for removing microplastics from liquid fluid and flow
KR102454143B1
Genetically modified filamentous fungi and uses thereof
WO2014191487A1
Production of fatty alcohols in peroxisome of yarrowia lipolytica
WO2024026469A1