Cargando…

Towards high-throughput screening (HTS) of polyhydroxyalkanoate (PHA) production via Fourier transform infrared (FTIR) spectroscopy of Halomonas sp. R5-57 and Pseudomonas sp. MR4-99

High-throughput screening (HTS) methods for characterization of microbial production of polyhydroxyalkanoates (PHA) are currently under investigated, despite the advent of such systems in related fields. In this study, phenotypic microarray by Biolog PM1 screening of Halomonas sp. R5-57 and Pseudomo...

Descripción completa

Detalles Bibliográficos
Autores principales: Christensen, Mikkel, Chiciudean, Iulia, Jablonski, Piotr, Tanase, Ana-Maria, Shapaval, Volha, Hansen, Hilde
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9994712/
https://www.ncbi.nlm.nih.gov/pubmed/36888636
http://dx.doi.org/10.1371/journal.pone.0282623
_version_ 1784902674395693056
author Christensen, Mikkel
Chiciudean, Iulia
Jablonski, Piotr
Tanase, Ana-Maria
Shapaval, Volha
Hansen, Hilde
author_facet Christensen, Mikkel
Chiciudean, Iulia
Jablonski, Piotr
Tanase, Ana-Maria
Shapaval, Volha
Hansen, Hilde
author_sort Christensen, Mikkel
collection PubMed
description High-throughput screening (HTS) methods for characterization of microbial production of polyhydroxyalkanoates (PHA) are currently under investigated, despite the advent of such systems in related fields. In this study, phenotypic microarray by Biolog PM1 screening of Halomonas sp. R5-57 and Pseudomonas sp. MR4-99 identified 49 and 54 carbon substrates to be metabolized by these bacteria, respectively. Growth on 15 (Halomonas sp. R5-57) and 14 (Pseudomonas sp. MR4-99) carbon substrates was subsequently characterized in 96-well plates using medium with low nitrogen concentration. Bacterial cells were then harvested and analyzed for putative PHA production using two different Fourier transform infrared spectroscopy (FTIR) systems. The FTIR spectra obtained from both strains contained carbonyl-ester peaks indicative of PHA production. Strain specific differences in the carbonyl-ester peak wavenumber indicated that the PHA side chain configuration differed between the two strains. Confirmation of short chain length PHA (scl-PHA) accumulation in Halomonas sp. R5-57 and medium chain length PHA (mcl-PHA) in Pseudomonas sp. MR4-99 was done using Gas Chromatography-Flame Ionization Detector (GC-FID) analysis after upscaling to 50 mL cultures supplemented with glycerol and gluconate. The strain specific PHA side chain configurations were also found in FTIR spectra of the 50 mL cultures. This supports the hypothesis that PHA was also produced in the cells cultivated in 96-well plates, and that the HTS approach is suitable for analysis of PHA production in bacteria. However, the carbonyl-ester peaks detected by FTIR are only indicative of PHA production in the small-scale cultures, and appropriate calibration and prediction models based on combining FTIR and GC-FID data needs to be developed and optimized by performing more extensive screenings and multivariate analyses.
format Online
Article
Text
id pubmed-9994712
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-99947122023-03-09 Towards high-throughput screening (HTS) of polyhydroxyalkanoate (PHA) production via Fourier transform infrared (FTIR) spectroscopy of Halomonas sp. R5-57 and Pseudomonas sp. MR4-99 Christensen, Mikkel Chiciudean, Iulia Jablonski, Piotr Tanase, Ana-Maria Shapaval, Volha Hansen, Hilde PLoS One Research Article High-throughput screening (HTS) methods for characterization of microbial production of polyhydroxyalkanoates (PHA) are currently under investigated, despite the advent of such systems in related fields. In this study, phenotypic microarray by Biolog PM1 screening of Halomonas sp. R5-57 and Pseudomonas sp. MR4-99 identified 49 and 54 carbon substrates to be metabolized by these bacteria, respectively. Growth on 15 (Halomonas sp. R5-57) and 14 (Pseudomonas sp. MR4-99) carbon substrates was subsequently characterized in 96-well plates using medium with low nitrogen concentration. Bacterial cells were then harvested and analyzed for putative PHA production using two different Fourier transform infrared spectroscopy (FTIR) systems. The FTIR spectra obtained from both strains contained carbonyl-ester peaks indicative of PHA production. Strain specific differences in the carbonyl-ester peak wavenumber indicated that the PHA side chain configuration differed between the two strains. Confirmation of short chain length PHA (scl-PHA) accumulation in Halomonas sp. R5-57 and medium chain length PHA (mcl-PHA) in Pseudomonas sp. MR4-99 was done using Gas Chromatography-Flame Ionization Detector (GC-FID) analysis after upscaling to 50 mL cultures supplemented with glycerol and gluconate. The strain specific PHA side chain configurations were also found in FTIR spectra of the 50 mL cultures. This supports the hypothesis that PHA was also produced in the cells cultivated in 96-well plates, and that the HTS approach is suitable for analysis of PHA production in bacteria. However, the carbonyl-ester peaks detected by FTIR are only indicative of PHA production in the small-scale cultures, and appropriate calibration and prediction models based on combining FTIR and GC-FID data needs to be developed and optimized by performing more extensive screenings and multivariate analyses. Public Library of Science 2023-03-08 /pmc/articles/PMC9994712/ /pubmed/36888636 http://dx.doi.org/10.1371/journal.pone.0282623 Text en © 2023 Christensen et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Christensen, Mikkel
Chiciudean, Iulia
Jablonski, Piotr
Tanase, Ana-Maria
Shapaval, Volha
Hansen, Hilde
Towards high-throughput screening (HTS) of polyhydroxyalkanoate (PHA) production via Fourier transform infrared (FTIR) spectroscopy of Halomonas sp. R5-57 and Pseudomonas sp. MR4-99
title Towards high-throughput screening (HTS) of polyhydroxyalkanoate (PHA) production via Fourier transform infrared (FTIR) spectroscopy of Halomonas sp. R5-57 and Pseudomonas sp. MR4-99
title_full Towards high-throughput screening (HTS) of polyhydroxyalkanoate (PHA) production via Fourier transform infrared (FTIR) spectroscopy of Halomonas sp. R5-57 and Pseudomonas sp. MR4-99
title_fullStr Towards high-throughput screening (HTS) of polyhydroxyalkanoate (PHA) production via Fourier transform infrared (FTIR) spectroscopy of Halomonas sp. R5-57 and Pseudomonas sp. MR4-99
title_full_unstemmed Towards high-throughput screening (HTS) of polyhydroxyalkanoate (PHA) production via Fourier transform infrared (FTIR) spectroscopy of Halomonas sp. R5-57 and Pseudomonas sp. MR4-99
title_short Towards high-throughput screening (HTS) of polyhydroxyalkanoate (PHA) production via Fourier transform infrared (FTIR) spectroscopy of Halomonas sp. R5-57 and Pseudomonas sp. MR4-99
title_sort towards high-throughput screening (hts) of polyhydroxyalkanoate (pha) production via fourier transform infrared (ftir) spectroscopy of halomonas sp. r5-57 and pseudomonas sp. mr4-99
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9994712/
https://www.ncbi.nlm.nih.gov/pubmed/36888636
http://dx.doi.org/10.1371/journal.pone.0282623
work_keys_str_mv AT christensenmikkel towardshighthroughputscreeninghtsofpolyhydroxyalkanoatephaproductionviafouriertransforminfraredftirspectroscopyofhalomonasspr557andpseudomonasspmr499
AT chiciudeaniulia towardshighthroughputscreeninghtsofpolyhydroxyalkanoatephaproductionviafouriertransforminfraredftirspectroscopyofhalomonasspr557andpseudomonasspmr499
AT jablonskipiotr towardshighthroughputscreeninghtsofpolyhydroxyalkanoatephaproductionviafouriertransforminfraredftirspectroscopyofhalomonasspr557andpseudomonasspmr499
AT tanaseanamaria towardshighthroughputscreeninghtsofpolyhydroxyalkanoatephaproductionviafouriertransforminfraredftirspectroscopyofhalomonasspr557andpseudomonasspmr499
AT shapavalvolha towardshighthroughputscreeninghtsofpolyhydroxyalkanoatephaproductionviafouriertransforminfraredftirspectroscopyofhalomonasspr557andpseudomonasspmr499
AT hansenhilde towardshighthroughputscreeninghtsofpolyhydroxyalkanoatephaproductionviafouriertransforminfraredftirspectroscopyofhalomonasspr557andpseudomonasspmr499