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This study explores Yellowstone for thermophilic PETase enzymes, studying bio-prospecting potential in diverse hydrothermal systems. The research involves identifying putative PETases among esterases, cutinases, and more, aiming to find enzymes suitable for high-temperature PET breakdown. By examining genetic material from hot spring communities and utilizing advanced protein clustering techniques, the study seeks to uncover novel PETase candidates. The experiment also includes heterologous expression and enzyme screening methods to identify stable, high-temperature-active PETases. Through this comprehensive approach, the research aims to enhance biocatalyst discovery for plastic degradation.
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Prospecting for Plastic Degrading Biocatalysts Eric S. Boyd, Montana State Univ. National Acad. Sciences May 9th, 2019
Polyethylene terephthalate (PET) • >45 million tons produced annually • <31% recycled in US • Much ends up in landfills where strength of ester bonds in polymer limit biodegradation
PET Biodegradation Thermobifidafusca Growth on PET at 55°C Ideonellasakaiensis Growth on PET at 30°C
Enzymatic Degradation of PET Likely the rate- limiting step Oxidative decarboxylation Ring-cleaving deoxygenation 5 steps to a linear tricarboxylic acid that can be integrated into cellular metabolism
Increased Accessibility: Heat, chemical pre-treatment Crystalline PET Amorphous PET 70°C heat • Operating above the glass transition temperature improves substrate access • The “Hot Polyester” problem: We also need an enzyme/organism to degrade at >70°C
Towards a Thermal PETase • Engineer PETase from I. sakaiensis(Topt = 30°C) orT. fusca (Topt = 55°C)to achieve thermotolerance • → Limitations: limited modification of protein chassis • 2). Allow evolution to do the work for you: Probe natural systems for a thermophilic PETase homolog or PET degrading organism • → Limitations: PET has only been around for ~70 years, has evolution had time to “capitalize” on PET? I. sakaiensis PDB: 5XJH
PETases are cutinases (α/β hydrolase) Cuticle – waxy protective outer layer of plants, invertebrates, shells, etc. Cutin – heterogeneous network of esters Wax : long chain ester Cutinases Where can we bio-prospect for thermophilic PETase?
Yellowstone National Park Bozeman, MT Magma Plume
YNP: A Diverse Natural Laboratory Siliceous, Carbonate Hydrothermal Systems Pyritic Hydrothermal Systems • >14,000 features • pH: 0.8 to 9.8 • Temp.: ~20 to 93°C • Variable minerals • S2-: ~0 to >165 µM • Fe2+ ~ 0 to > 80 µM • Ni: ~0 to >280 nM • CO: ~ 0 to > 750 nM • H2: ~ 0 to >1 µM • CH4: ~ 0 to 10 µM Sulfidic HydrothermalSystems Fe-BiomineralizingSystems
Geochemical Variation → Biological Variation Crystalline → Amorphous
Exploring Biodiversity: Identifying Target Enzymes Genes (genomes) encode all of the proteins and enzymes that a cell uses Genome
Identifying Target Enzymes Diverse Hot Spring Community (plant matter present - cutinase) DNA extraction (Meta)genomic sequencing Genes, proteins Informatics
Protein clustering:A tool for comparative genomics Stringency Esterases 1). Sequenced gene fragments [i.e., (meta)genome)] 2). Assemble into larger gene fragments (overlap in reads) 3). Organize genes based on relatedness (gene bins) 4). Gene bins corresponds to unique functions (e.g., esterases)
Sifting Through the Genes: Identifying Putative PETases Among Esterases PETase Esterase Cutinase Tf_Cutinase Unc_Cutinase Catalytic Triad PETase Esterase Cutinase Tf_Cutinase Unc_Cutinase PETase Esterase Cutinase Tf_Cutinase Unc_Cutinase PETase Esterase Cutinase Tf_Cutinase Unc_Cutinase Orange: major changes among PETase and esterases/cutinases Fecker et al., 2018
Overall Approach BLASTp: Bait with I. sakaiensisPETase sequence
Needles in a Haystake: Differentiating PETases from Esterases in YNP Metagenomes Identified 46 homologs Not evolutionarily conserved(do not form a tight cluster)
Diversity of 46 Sequences • Motifs Present • Clamp 1 • Clamp 2 • Clamp 3 • Oxyanion Hole Mesophilic PETases Sequences spanning diversity of this phylogeny AND possessing functionally important sequence motifs • Initial selection: 8 Seqs
Diversity of 46 Sequences • Motifs Present • Clamp 1 • Clamp 2 • Clamp 3 • Oxyanion Hole Mesophilic PETases Sequences spanning diversity of this phylogeny AND possessing functionally important sequence motifs Green: homology model Blue: PETase from I. sakaiensis Orange: homology catalytic triad Red: PETase catalytic triad Yellow: binding pocket • Initial selection: 8 Seqs
Diversity of 46 Sequences • Motifs Present • Clamp 1 • Clamp 2 • Clamp 3 • Oxyanion Hole Mesophilic PETases Sequences spanning diversity of this phylogeny AND possessing functionally important sequence motifs Green: homology model Blue: PETase from I. sakaiensis Orange: homology catalytic triad Red: PETase catalytic triad Yellow: binding pocket • Initial selection: 8 Seqs
Heterologous Expression Synthesize Gene with histidine tag Insert into expression plasmid and E. coli Activity screen Ni2+-column purification
Big Questions • Can we quickly screen diverse a/b-hydrolases, sorting them into lipases, cutinases, and PETases, using solution-state assays? • Can we correlate any easy-to-identify motif or functional feature(s) with PETase activity? • Can we use (1) and (2) to identify a PETase that is stable at high temperature?
Para-Nitrophenyl-Based Soluble Assays for Activity • Monitor pNPate formation at 415 nm over time
Para-Nitrophenyl-Based Soluble Assays for Activity (2) long-chain esterase function (cutinase-/*PETase-like) (1) lipase function (2) Interfacial activation (triton) disrupts lid of lipase (3) pH optimum (4) Thermal stability of protein (5) Thermal stability of activity Protein purification = rate limiting step
Results from Pilot Studies: Chain Length kcat(s-1) KM(mM) kcat /KM (M-1 s-1) kcat(s-1) KM(mM) kcat /KM IA? (M-1 s-1) Enzyme source 0.50 820 610 no - - 0.26 T. fusca I. sakaiensis 0.27 1100 250 no - - 0.00011 Spouter 2 0.0067 60 114 no 0.0012 10 120 0.20 1800 110 no - - 0.000031 Jinze 1 Jinze 2 0.0074 1100 7.0 no 0.0074 1100 0.0000029 Jinze 3 6,800 1100 6.2 no 0.00018 20 9.0 • All 6 are cutinase-like with no interfacial activation • Spouter2 and Jinze3 have preference for long chains (PETase-like?)
Pilot Studies: pH and T pHoptimum stability (6h) active lifetime at T (min) pH kcat (s-1) kcat /KM (M-1s-1) T(ºC) Enzyme source T. fusca 8.0 0.96 2700 80 < 2 I. sakaiensis 6.0 1.1 330 60 n.d. Spouter 2 8.0 0.00097 230 80 > 300 7.5 0.20 110 80 n.d. Jinze 1 Jinze 2 7.5 0.0074 1100 80 n.d. Jinze 3 5.0 0.0024 50 80 > 300 • Spouter2 and Jinze3 proteins and activities are stable for hours at 80 °C
Where we are heading • Additional metagenomics – our metagenomes were not selected with PET degradation in mind • Thermostable proteins identified with cutinase activity – solid state assays with PET (Beckham) • Can we use solution state assays (quick) to predict activities with solid state assays (time-consuming)? • Enzyme structure/function studies – improve PETase activity in a thermostable enzyme chassis? • Engineer thermophile (e.g., Thermus) with PETase? • MHETase, TPAdo– thermostable enzymes necessary? • Bioreactors, scale up
Thanks! Jennifer DuBois Bennett Streit Saroj Poudel Gregg Beckham