<i>In Silico</i> Optimization of a Bifunctional Lipase–Polyethylene Terephthalate (PET) Hydrolase for Enhanced PET and Lipid Hydrolysis
Polyethylene terephthalate (PET) and lipid-rich waste pose urgent environmental challenges that need multifunctional biocatalysts. LipMRD9, a lidless lipase with natural PETase activity, exemplifies such a scaffold. Here, we used an integrated approach combining automated in silico mutagenesis (AsiteDesign), Protein Energy Landscape Exploration (PELE), and molecular dynamics (MD) simulations, structure-guided rational engineering, and bioprospecting of homologous sequences to improve the dual lipase–PETase activity of LipMRD9. Computational analyses pinpointed mutational hotspots extending the active-site binding region, guiding the creation of variants with better substrate binding and active-site geometry. Rationally engineered mutants such as RA18 and RA19, along with natural homologues, showed significant increases in PET breakdown (up to 2.8-fold) while maintaining or increasing lipase activity. Key design principles included aromatic substitutions that selectively expand subsite -I to boost PET affinity, surface charge adjustments, loop stabilization to promote substrate retention, and structural plasticity in evolutionary homologues that support dual reactivity. A comparison with natural homologues highlights the versatility of this scaffold for multifunctional uses. These findings demonstrate that designing lipase-derived PETases that effectively break down polyester while hydrolyzing lipids is achievable, providing a strong foundation for sustainable recycling of mixed PET–lipid waste streams.
Authors
- David Almendral (ORCID: https://orcid.org/0000-0002-1466-1067)
- Laura Fernández-López (ORCID: https://orcid.org/0000-0001-8861-3191)
- Rubén Muñoz‐Tafalla (ORCID: https://orcid.org/0000-0003-4380-4888)
- Jose L. Gonzalez-Alfonso
- Manuel Ferrer (ORCID: https://orcid.org/0000-0003-4962-4714)
- Francisco J. Plou (ORCID: https://orcid.org/0000-0003-0831-893X)
- Víctor Guallar (ORCID: https://orcid.org/0000-0002-4580-1114)
- Paula Vidal
- Ana Robles-Martín (ORCID: https://orcid.org/0000-0002-6377-6338)
Institutions
- Institució Catalana de Recerca i Estudis Avançats (ES)
- Barcelona Supercomputing Center (ES)
- Instituto de Catálisis y Petroleoquímica (ES)
- All-Russian Scientific Research Institute of Food Biotechnology (RU)
- Universitat de Barcelona (ES)
- Universitat Politècnica de Catalunya (ES)
Publication Details
- Journal
- Journal of Chemical Information and Modeling
- Published
- 2026-05-29
- DOI
- https://doi.org/10.1021/acs.jcim.6c00609
- Primary Topic
- Enzyme Catalysis and Immobilization
- Type
- article
- Field-Weighted Citation Impact
- 0.00