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Mining of Marine

PET-Degrading

Enzymes

Fish

How can we save our oceans and our planet from plastic pollution?

What mysteries have we discovered from the marine metagenome?

Welcome to our mining journey!

Overview

of

PET-Degrading

Enzymes

POLYETHYLENE terephthalate (PET) is a widely used plastic with an extremely slow degradation process, causing severe environmental pollution. In recent years, researchers found that certain microorganisms can secrete specific enzymes (e.g., PETase, MHETase) to degrade PET.PET-degrading enzymes mainly belong to the cutinase family and also include some esterases with similar structures and functions. These enzymes can hydrolyze the ester bonds in PET, breaking it into more easily metabolizable small molecules like terephthalic acid (TPA) and ethylene glycol (EG).

HOWEVER, most known wild-type PET-degrading enzymes and engineered high-activity variants like IsPETase and ICCG are mainly from terrestrial sources and work best under low-salinity conditions. Thus, their applicability is greatly limited in high-salt environments.Our main objective is to mine PET-degrading enzymes from marine microbial metagenomes and modify them to enhance enzymatic activity. This approach aims to solve the problem of PET microplastic pollution in high-salinity water bodies and expand the practical application scope of these enzymes in marine environmental remediation.

MarineDerived

PET-Degrading

Enzymes

THE marine environment is one of the richest in biodiversity on Earth. In recent years, through metagenomic technology, scientists have identified multiple potential PET-degrading enzyme sequences from marine samples

PET05 is widely regarded as one of the most representative and valuable candidate enzymes among marine-derived PET-degrading enzymes, due to its well-characterized structure and function, moderate sequence conservation, and verified capabilities such as PET degradation and thermal stability.

PET05 —

Engineering

Modification

THE ThermoMPNN – A deep learning-based tool used to design thermostable enzyme variants by predicting mutations that enhance thermal properties. AlphaFold – A structural prediction algorithm that provides high-resolution 3D structures of the enzyme, facilitating rational design of mutations. FoldX – A computational tool employed to evaluate the effects of mutations on protein stability and folding.

The first cycle
Design point mutations
Construct mutations
Determination of enzyme activity
Data measurement and comparison

FROM these predicted and designed mutations, mutants are constructed, followed by enzyme activity assays to evaluate their performance. Experimental data are then fed back into the computational pipeline, guiding the design of combinatorial mutations for further optimization. This iterative process enables the systematic enhancement of PET05's catalytic efficiency and stability under various environmental conditions.

PET05 —

Discovery Pipeline,

Seed Sequence

PSI-BLAST — A bioinformatics tool for protein sequence alignment. It improves the detection of evolutionarily related, distantly homologous proteins by iteratively searching sequence databases and building a Position-Specific Scoring Matrix (PSSM). GOMC — A search database that integrates resources from the NCBI, Ocean Microbiomics Database (OMD), and publicly available marine bacterial and archaeal genomeses from OceanDNA4 and OceanDNA6.

In bioinformatics-based discovery, selecting an appropriate "seed" sequence is critical for effective BLAST analysis. PET05 serves as a well-characterized seed sequence, enabling the identification of related sequences in marine environmentsswith high specificity and sensitivity.

How can we save our oceans and our planet from plastic pollution?





We will utilize the plastic-degrading enzymes derived from the ocean, continuously exploring, optimizing and modifying them.

What mysteries have we discovered from the marine metagenome?





We have discovered the future of synthetic biology and enzyme engineering, just like a gold mine.

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