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.
Authors
- Christopher D. Bahl (ORCID: https://orcid.org/0000-0002-3652-3693)
- Aransa Griñén
- Francisca Durán-Osorio
- César A. Ramírez‐Sarmiento (ORCID: https://orcid.org/0000-0003-4647-903X)
- Valeria Eltit-Villarroel
- Ben A. Meinen (ORCID: https://orcid.org/0000-0002-6180-8594)
- Flavia C. Zacconi
- Edson N. Cárcamo Noriega
- Javiera Avilés (ORCID: https://orcid.org/0009-0001-1490-7629)
Institutions
- 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)
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
Funders
- International Centre for Genetic Engineering and Biotechnology
- Pontificia Universidad Católica de Chile
- Agencia Nacional de Investigación y Desarrollo