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Vlachos, D. G.

Publications and source records attributed to Vlachos, D. G..

2 recordsLinked to original sources

A high throughput assay to detect enzymatic polyethylene oxidation

Biological plastics deconstruction and upcycling have emerged as a sustainable alternative to traditional recycling technologies for plastics waste. The discovery and engineering of efficient thermostable poly(ethylene terephthalate) (PET) hydrolases has made biological PET recycling possible at scale; however, enzymes for non-PET plastics, which account for approximately 70% of all plastics produced, remain largely undiscovered. To accelerate the discovery of such enzymes, a high throughput screening (HTS) platform is needed. Here, we develop a HTS liquid-based assay to detect one of the first committed steps of polyolefin degradation, oxidation of the C-H bond to an aldehyde. We test 4-hydrazino-7-nitro-2,1,3-benxoxadiozole hydrazine (NBD-H), which reacts with generated aldehydes to form a fluorescent hydrazone, on oxidized low-density polyethylene (LDPE) films. Hydrazone generation correlated well with established carbonyl index metrics for polymer oxidation (R2 = 0.97). Moreover, we demonstrate that the probe reliably identifies LDPE-active dye decolorizing peroxidases (DyPs) that generate aldehydes on LDPE films, serving as effective screen as demonstrated by a receiver operating characteristic area under the curve of 0.95. Due to the rapid fluorescent readout and parallelization in microarray plates, this assay enables screening thousands of enzymes in 24 hours compared to time-consuming established approaches, accelerating discovery of enzymes that catalyze the first step of polyolefin biodeconstruction.

biochemistry↗

Polyethylene valorization by combined chemical catalysis with bioconversion by plastic-enriched microbial consortia

There are few reports of microbial deconstruction or functionalization of the recalcitrant backbone of polyolefins. However, microbes can utilize polyolefin deconstruction products, including n-alkanes. Here, we combined chemical catalysis with bioconversion to valorize polyethylene (PE) deconstruction products. High-density PE (HDPE) was deconstructed via hydrogenolysis over a ruthenium on carbon catalyst. The resulting n-alkane mixture (C4-C35) was utilized as a feedstock for microbial consortia derived from soil from local recycling plants. We found two consortia that utilized the PE-deconstruction product mix as a sole carbon source. We adapted the consortia on a commercially-available n-alkane mix to reduce the number of species present and enrich for enhanced alkane utilization. Both resulting enriched consortia utilized the PE-deconstruction product mix more effectively than the original (parent) consortia. The predominant metabolite produced by both enriched consortia was a C16-C16 wax ester. Wax esters have considerable industrial value, with the longer chain lengths (C32-C36) having the highest value. We identified two Rhodococcus aetherivorans strains that grow well on C24, indicating this species is important for the functionalization of long-chain alkanes. This work demonstrates that enriched consortia from plastic-enriched environments can be combined with chemical catalysis to valorize polyethylene. SynopsisChemical catalysis can be used to deconstruct polyethylene waste material to produce a mixture of alkanes. Enriched environmental microbial consortia can valorize these polyethylene deconstruction products via functionalization that preserves the alkane chain length thus minimizing CO2 production.

bioengineering↗