High-Throughput Characterization and Optimization of Polyamide Hydrolase Activity Using Open Port Sampling Interface Mass Spectrometry

John F. Cahill, Vilmos Kertesz, Patricia Saint-Vincent, Hannah Valentino, Erin Drufva, Nikki Thiele, Joshua K. Michener

Research output: Contribution to journalArticlepeer-review

4 Scopus citations

Abstract

Enzymatic biodegradation of polymers, such as polyamides (PA), has the potential to cost-effectively reduce plastic waste, but enhancements in degradation efficiency are needed. Engineering enzymes through directed evolution is one pathway toward identification of critical domains needed for improving activity. However, screening such enzymatic libraries (100s-to-1000s of samples) is time-consuming. Here we demonstrate the use of robotic autosampler (PAL) and immediate drop on demand technology (I.DOT) liquid handling systems coupled with open-port sampling interface-mass spectrometry (OPSI-MS) to screen for PA6 and PA66 hydrolysis by 6-aminohexanoate-oligomer endo-hydrolase (nylon hydrolase, NylC) in a high-throughput (8-20 s/sample) manner. The OPSI-MS technique required minimal sample preparation and was amenable to 96-well plate formats for automated processing. Enzymatic hydrolysis of PA characteristically produced soluble linear oligomer products that could be identified by OPSI-MS. Incubation temperatures and times were optimized for PA6 (65 °C, 24 h) and PA66 (75 °C, 24 h) over 108 experiments. In addition, the I.DOT/OPSI-MS quantified production of PA6 linear dimer (8.3 ± 1.6 μg/mL) and PA66 linear monomer (13.5 ± 1.5 μg/mL) by NylC with a lower limit of detection of 0.029 and 0.032 μg/mL, respectively. For PA6 and PA66, linear oligomer production corresponded to 0.096 ± 0.018% and 0.204 ± 0.028% conversion of dry pellet mass, respectively. The developed methodology is expected to be utilized to assess enzymatic hydrolysis of engineered enzyme libraries, comprising hundreds to thousands of individual samples.

Original languageEnglish
Pages (from-to)1383-1391
Number of pages9
JournalJournal of the American Society for Mass Spectrometry
Volume34
Issue number7
DOIs
StatePublished - Jul 5 2023

Funding

This manuscript has been authored by UT-Battelle, LLC under Contract DE-AC05–00OR22725 with the U.S. Department of Energy. The United States Government retains and the publisher, by accepting the article for publication, acknowledges that the United States Government retains a nonexclusive, paid-up, irrevocable, worldwide license to publish or reproduce the published form of this manuscript, or allow others to do so, for United States Government purposes. The Department of Energy will provide public access to these results of federally sponsored research in accordance with the DOE Public Access Plan ( http://energy.gov/downloads/doe-public-access-plan ). This research and all authors were supported by the Laboratory Directed Research and Development Program of Oak Ridge National Laboratory, managed by UT-Battelle, LLC, for the U.S. Department of Energy. The 5600+ TripleTOF instrument used in this work was provided on loan from Sciex through a cooperative research and development agreement. We would like to thank the Negoro group (University of Hyogo, Himeji, Japan) for supplying the NylC enzyme and Wim Bras (ORNL) and Luigi Balzano (DSM Engineering Materials B.V.) for supplying the PA6 and PA66 polymers used in this study.

FundersFunder number
DSM Engineering Materials B.V.
Luigi Balzano
U.S. Department of Energy
Oak Ridge National Laboratory

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