MPNN-Guided Redesign of PET Hydrolases with Enhanced Catalytic Activity below the PET Glass Transition Temperature

Abstract Enzymatic depolymerization of polyethylene terephthalate (PET) presents a sustainable route for plastic circularity, but its industrial viability is disadvantaged by the need for thermostable enzymes active under mild, energy-efficient conditions. While polyester hydrolase Leipzig 7 (PHL7, also known as PES-H1) rapidly degrades amorphous PET near the glass transition temperature of this polymer (∼65 °C), its poor protein expression, inactivation above 60 °C, and slow depolymerization below 60 °C limit its practical application. Here, we employ ProteinMPNN and LigandMPNN, structural and evolutionary information, to redesign the sequence of PHL7 and improve protein expression, thermostability, and activity. We identified 2/36 experimentally tested variants (D5, D11) with enhanced PET depolymerization at 50 °C, achieving the same efficiency as PHL7 at 70 °C but with a shifted product profile, favoring mono-(2-hydroxyethyl) terephthalate (MHET) over terephthalate. Molecular dynamics revealed that these redesigns exhibit enhanced flexibility in active site regions, providing a mechanistic understanding of their low-temperature catalysis. These variants enable a potential route to resynthesize virgin PET via MHET polycondensation, offering an efficient circular economy pathway.

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Publication Details

Journal
ACS Sustainable Chemistry & Engineering
Published
2026-09-14
DOI
https://doi.org/10.1021/acssuschemeng.6c03808
Primary Topic
biodegradable polymer synthesis and properties
Type
article
Field-Weighted Citation Impact
0.00

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article

MPNN-Guided Redesign of PET Hydrolases with Enhanced Catalytic Activity below the PET Glass Transition Temperature

Christopher D. Bahl, Aransa Griñén, Francisca Durán-Osorio, César A. Ramírez‐Sarmiento et al.
ACS Sustainable Chemistry & Engineering
biodegradable polymer synthesis and properties
article

MPNN-Guided Redesign of PET Hydrolases with Enhanced Catalytic Activity below the PET Glass Transition Temperature

Christopher D. Bahl, Aransa Griñén, Francisca Durán-Osorio, César A. Ramírez‐Sarmiento, Valeria Eltit-Villarroel, Ben A. Meinen, Flavia C. Zacconi, Edson N. Cárcamo Noriega, Javiera Avilés
article en

Abstract

Abstract Enzymatic depolymerization of polyethylene terephthalate (PET) presents a sustainable route for plastic circularity, but its industrial viability is disadvantaged by the need for thermostable enzymes active under mild, energy-efficient conditions. While polyester hydrolase Leipzig 7 (PHL7, also known as PES-H1) rapidly degrades amorphous PET near the glass transition temperature of this polymer (∼65 °C), its poor protein expression, inactivation above 60 °C, and slow depolymerization below 60 °C limit its practical application. Here, we employ ProteinMPNN and LigandMPNN, structural and evolutionary information, to redesign the sequence of PHL7 and improve protein expression, thermostability, and activity. We identified 2/36 experimentally tested variants (D5, D11) with enhanced PET depolymerization at 50 °C, achieving the same efficiency as PHL7 at 70 °C but with a shifted product profile, favoring mono-(2-hydroxyethyl) terephthalate (MHET) over terephthalate. Molecular dynamics revealed that these redesigns exhibit enhanced flexibility in active site regions, providing a mechanistic understanding of their low-temperature catalysis. These variants enable a potential route to resynthesize virgin PET via MHET polycondensation, offering an efficient circular economy pathway.

ACS Sustainable Chemistry & Engineering
Harvard University (US), Pontificia Universidad Católica de Chile (CL), Fats and Proteins Research Foundation (US), ProteinSimple (United States) (US), Millennium Institute for Integrative Biology (CL)
International Centre for Genetic Engineering and Biotechnology, Pontificia Universidad Católica de Chile, Agencia Nacional de Investigación y Desarrollo
Industry, innovation and infrastructure
Openalex Percentile: Top 22%
biodegradable polymer synthesis and properties
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