Atomistic adsorption of PETase onto large-scale PET 3D-models that mimic reality

Polyethylene terephthalate (PET) has been widely used in plastic products, leading to massive PET waste accumulation in ecosystems worldwide. Efforts to find greener processes for dealing with post-consumer PET waste led to the discovery of PET-degrading enzymes such as <i>Ideonella sakaiensis</i> PETase (<i>Is</i>PETase). <i>In silico</i> studies have provided valuable contributions to this field, shedding light on the catalytic mechanisms and substrate interactions in many PET hydrolase enzymes. However, most of these studies have often relied on short PET oligomers, failing to replicate catalytic-relevant interactions and true substrate motions occurring during contact with a PET-degrading enzyme. A comprehensive atomistic study of PET in both its crystalline (cPET) and amorphous (aPET) states, along with investigation of the adsorption of PET-degrading enzymes onto solid PET, would greatly advance our understanding of mechanisms driving PET biodegradation. In this study, we developed large-scale computational models of cPET, comprising thousands of monomers, and conducted molecular dynamics simulations to follow the transformation of cPET into aPET. Next, these models were validated by comparison with experimentally determined data. We then studied the adsorption of <i>Is</i>PETase on the assembled PET models, investigated the main phenomena that differentiate the two adsorption processes, and explored them from a catalytic perspective. The results and computational PET models provided herein are envisioned to aid in the development of innovative strategies for PET waste biodegradation.

Authors

Institutions

Publication Details

Journal
Physical Chemistry Chemical Physics
Published
2024-12-12
DOI
https://doi.org/10.1039/d4cp03488k
Citations
1
Primary Topic
Microplastics and Plastic Pollution
Type
article
Field-Weighted Citation Impact
0.13

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Atomistic adsorption of PETase onto large-scale PET 3D-models that mimic reality

Pedro Paiva, Emiliano Ippoliti, Paolo Carloni, Maria J. Ramos et al.
1 citations
Physical Chemistry Chemical Physics
Microplastics and Plastic Pollution
0.13
article

Atomistic adsorption of PETase onto large-scale PET 3D-models that mimic reality

Pedro Paiva, Emiliano Ippoliti, Paolo Carloni, Maria J. Ramos, Pedro Alexandrino Fernandes
article en
1 citations

Abstract

Polyethylene terephthalate (PET) has been widely used in plastic products, leading to massive PET waste accumulation in ecosystems worldwide. Efforts to find greener processes for dealing with post-consumer PET waste led to the discovery of PET-degrading enzymes such as <i>Ideonella sakaiensis</i> PETase (<i>Is</i>PETase). <i>In silico</i> studies have provided valuable contributions to this field, shedding light on the catalytic mechanisms and substrate interactions in many PET hydrolase enzymes. However, most of these studies have often relied on short PET oligomers, failing to replicate catalytic-relevant interactions and true substrate motions occurring during contact with a PET-degrading enzyme. A comprehensive atomistic study of PET in both its crystalline (cPET) and amorphous (aPET) states, along with investigation of the adsorption of PET-degrading enzymes onto solid PET, would greatly advance our understanding of mechanisms driving PET biodegradation. In this study, we developed large-scale computational models of cPET, comprising thousands of monomers, and conducted molecular dynamics simulations to follow the transformation of cPET into aPET. Next, these models were validated by comparison with experimentally determined data. We then studied the adsorption of <i>Is</i>PETase on the assembled PET models, investigated the main phenomena that differentiate the two adsorption processes, and explored them from a catalytic perspective. The results and computational PET models provided herein are envisioned to aid in the development of innovative strategies for PET waste biodegradation.

Physical Chemistry Chemical PhysicsVol. 27(4)
Forschungszentrum Jülich (DE), Universidade do Porto (PT), Rede de Química e Tecnologia (PT), RWTH Aachen University (DE)
Fundação para a Ciência e a Tecnologia
Openalex Percentile: Top 58%
Microplastics and Plastic Pollution
0.13
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.