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Record W4414848019 · doi:10.1021/acssuschemeng.5c05212

Enhanced Adsorption and Enzymatic Hydrolysis of Polyethylene Terephthalate by Cutinase with an N-Terminal Hydrophobic Tether

2025· article· en· W4414848019 on OpenAlexaff
Md. Sadikur Rahman Shuvo, Doris Ribitsch, Georg Gübitz, Shuichiro Seno, Takayuki Uchihashi, Akira Onoda

Bibliographic record

VenueACS Sustainable Chemistry & Engineering · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicMicroplastics and Plastic Pollution
Canadian institutionsBiotechnology Research Institute
FundersJapan Society for the Promotion of ScienceCasio Science Promotion FoundationMinistry of Education, Culture, Sports, Science and TechnologyJapan Science and Technology AgencyTakahashi Industrial and Economic Research Foundation
KeywordsCutinaseAdsorptionTerephthalic acidAlkylPolyethylene terephthalateConjugated systemCutinHydrolysis

Abstract

fetched live from OpenAlex

The environmental challenges presented by plastic waste, particularly poly(ethylene terephthalate) (PET), necessitate innovative biodegradation strategies. The cutinase from Thermobifida cellulosilytica, Thc_Cut1 (Cut), was site-specifically conjugated with alkyl tethers of varying lengths (C 3, C 6, C 9 ) through 1 H -1,2,3-triazole-4-carbaldehyde (TA4C) derivatives. These conjugations were designed to enhance affinity for PET by adjusting the enzyme’s hydrophobicity. The enzyme kinetic parameters of both conjugated and unconjugated cutinases revealed that the modifications have a minimal impact on catalytic activity. However, a significant improvement in the PET hydrolysis efficiency was observed. Specifically, hexyl and nonyl TA4C-containing cutinase displayed notable increases in terephthalic acid (TPA) release, exceeding the performance of unconjugated cutinase by 65% and 69%, respectively. Scanning electron microscopy and water contact angle measurements confirmed the enhanced erosion and hydrophilicity of the PET surface following the enzyme treatment. Increased enzyme adsorption on the PET surface for C 6 –Cut and C 9 –Cut was validated by X-ray photoelectron spectroscopy. Moreover, high-speed atomic force microscopy demonstrated faster and more stable adsorption of C 6 –Cut and C 9 –Cut on PET surfaces compared with the slower adsorption of unconjugated cutinase. Additionally, molecular dynamics simulations indicate a higher affinity of conjugated cutinase for PET film. These results suggest that conjugating an alkyl tether to the N-terminus strengthens the interaction between cutinase and PET, improving hydrolysis.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.000
Threshold uncertainty score0.002

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.001
GPT teacher head0.171
Teacher spread0.169 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2025
Admission routes1
Has abstractyes

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