Engineering transcriptional regulation of pentose metabolism in Rhodosporidium toruloides for improved conversion of xylose to bioproducts
Abstract
Efficient conversion of pentose sugars remains a significant barrier to the replacement of petroleum-derived chemicals with plant biomass-derived bioproducts. While the oleaginous yeast Rhodosporidium toruloides (also known as Rhodotorula toruloides) has a relatively robust native metabolism of pentose sugars compared to other wild yeasts, faster assimilation of those sugars will be required for industrial utilization of pentoses. To increase the rate of pentose assimilation in R. toruloides, we leveraged previously reported high-throughput fitness data to identify potential regulators of pentose catabolism. Two genes were selected for further investigation, a putative transcription factor (RTO4_12978, Pnt1) and a homolog of a glucose transceptor involved in carbon catabolite repression (RTO4_11990). Overexpression of Pnt1 increased the specific growth rate approximately twofold early in cultures on xylose and increased the maximum specific growth by 18% while decreasing accumulation of arabitol and xylitol in fast-growing cultures. Improved growth dynamics on xylose translated to a 120% increase in the overall rate of xylose conversion to fatty alcohols in batch culture. Proteomic analysis confirmed that Pnt1 is a major regulator of pentose catabolism in R. toruloides. Deletion of RTO4_11990 increased the growth rate on xylose, but did not relieve carbon catabolite repression in the presence of glucose. Carbonmore »
- Authors:
- Publication Date:
- Research Org.:
- Pacific Northwest National Laboratory (PNNL), Richland, WA (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); Sandia National Lab. (SNL-CA), Livermore, CA (United States); Environmental Molecular Sciences Laboratory (EMSL), Richland, WA (United States)
- Sponsoring Org.:
- USDOE National Nuclear Security Administration (NNSA); USDOE Office of Energy Efficiency and Renewable Energy (EERE), Office of Sustainable Transportation. Bioenergy Technologies Office (BETO); USDOE Office of Science (SC), Basic Energy Sciences (BES). Scientific User Facilities (SUF); USDOE Office of Science (SC), Biological and Environmental Research (BER)
- OSTI Identifier:
- 1993646
- Alternate Identifier(s):
- OSTI ID: 2008018; OSTI ID: 2311349
- Report Number(s):
- PNNL-SA-177272; SAND-2023-09654J
Journal ID: ISSN 1475-2859; 144; PII: 2148
- Grant/Contract Number:
- AC05-76RL01830; NA0003525; AC02-05CH11231
- Resource Type:
- Published Article
- Journal Name:
- Microbial Cell Factories
- Additional Journal Information:
- Journal Name: Microbial Cell Factories Journal Volume: 22 Journal Issue: 1; Journal ID: ISSN 1475-2859
- Publisher:
- Springer Science + Business Media
- Country of Publication:
- United Kingdom
- Language:
- English
- Subject:
- 59 BASIC BIOLOGICAL SCIENCES; Rhodosporidium toruloides; fatty alcohol; xylose metabolism; carbon catabolite repression; transcriptional regulation; proteomics
Citation Formats
Coradetti, Samuel T., Adamczyk, Paul A., Liu, Di, Gao, Yuqian, Otoupal, Peter B., Geiselman, Gina M., Webb-Robertson, Bobbie-Jo M., Burnet, Meagan C., Kim, Young-Mo, Burnum-Johnson, Kristin E., Magnuson, Jon, and Gladden, John M. Engineering transcriptional regulation of pentose metabolism in Rhodosporidium toruloides for improved conversion of xylose to bioproducts. United Kingdom: N. p., 2023.
Web. doi:10.1186/s12934-023-02148-5.
Coradetti, Samuel T., Adamczyk, Paul A., Liu, Di, Gao, Yuqian, Otoupal, Peter B., Geiselman, Gina M., Webb-Robertson, Bobbie-Jo M., Burnet, Meagan C., Kim, Young-Mo, Burnum-Johnson, Kristin E., Magnuson, Jon, & Gladden, John M. Engineering transcriptional regulation of pentose metabolism in Rhodosporidium toruloides for improved conversion of xylose to bioproducts. United Kingdom. https://doi.org/10.1186/s12934-023-02148-5
Coradetti, Samuel T., Adamczyk, Paul A., Liu, Di, Gao, Yuqian, Otoupal, Peter B., Geiselman, Gina M., Webb-Robertson, Bobbie-Jo M., Burnet, Meagan C., Kim, Young-Mo, Burnum-Johnson, Kristin E., Magnuson, Jon, and Gladden, John M. Thu .
"Engineering transcriptional regulation of pentose metabolism in Rhodosporidium toruloides for improved conversion of xylose to bioproducts". United Kingdom. https://doi.org/10.1186/s12934-023-02148-5.
@article{osti_1993646,
title = {Engineering transcriptional regulation of pentose metabolism in Rhodosporidium toruloides for improved conversion of xylose to bioproducts},
author = {Coradetti, Samuel T. and Adamczyk, Paul A. and Liu, Di and Gao, Yuqian and Otoupal, Peter B. and Geiselman, Gina M. and Webb-Robertson, Bobbie-Jo M. and Burnet, Meagan C. and Kim, Young-Mo and Burnum-Johnson, Kristin E. and Magnuson, Jon and Gladden, John M.},
abstractNote = {Efficient conversion of pentose sugars remains a significant barrier to the replacement of petroleum-derived chemicals with plant biomass-derived bioproducts. While the oleaginous yeast Rhodosporidium toruloides (also known as Rhodotorula toruloides) has a relatively robust native metabolism of pentose sugars compared to other wild yeasts, faster assimilation of those sugars will be required for industrial utilization of pentoses. To increase the rate of pentose assimilation in R. toruloides, we leveraged previously reported high-throughput fitness data to identify potential regulators of pentose catabolism. Two genes were selected for further investigation, a putative transcription factor (RTO4_12978, Pnt1) and a homolog of a glucose transceptor involved in carbon catabolite repression (RTO4_11990). Overexpression of Pnt1 increased the specific growth rate approximately twofold early in cultures on xylose and increased the maximum specific growth by 18% while decreasing accumulation of arabitol and xylitol in fast-growing cultures. Improved growth dynamics on xylose translated to a 120% increase in the overall rate of xylose conversion to fatty alcohols in batch culture. Proteomic analysis confirmed that Pnt1 is a major regulator of pentose catabolism in R. toruloides. Deletion of RTO4_11990 increased the growth rate on xylose, but did not relieve carbon catabolite repression in the presence of glucose. Carbon catabolite repression signaling networks remain poorly characterized in R. toruloides and likely comprise a different set of proteins than those mainly characterized in ascomycete fungi.},
doi = {10.1186/s12934-023-02148-5},
journal = {Microbial Cell Factories},
number = 1,
volume = 22,
place = {United Kingdom},
year = {Thu Aug 03 00:00:00 EDT 2023},
month = {Thu Aug 03 00:00:00 EDT 2023}
}
https://doi.org/10.1186/s12934-023-02148-5
Works referenced in this record:
A Fungal Family of Transcriptional Regulators: the Zinc Cluster Proteins
journal, September 2006
- MacPherson, S.; Larochelle, M.; Turcotte, B.
- Microbiology and Molecular Biology Reviews, Vol. 70, Issue 3
The key protein of endosomal mRNP transport Rrm4 binds translational landmark sites of cargo mRNAs
journal, December 2018
- Olgeiser, Lilli; Haag, Carl; Boerner, Susan
- EMBO reports, Vol. 20, Issue 1
Nutritional Control of Growth and Development in Yeast
journal, September 2012
- Broach, James R.
- Genetics, Vol. 192, Issue 1
DAnTE: a statistical tool for quantitative analysis of -omics data
journal, May 2008
- Polpitiya, A. D.; Qian, W. -J.; Jaitly, N.
- Bioinformatics, Vol. 24, Issue 13
Lipid production in batch and fed-batch cultures of Rhodosporidium toruloidesfrom 5 and 6 carbon carbohydrates
journal, May 2012
- Wiebe, Marilyn G.; Koivuranta, Kari; Penttilä, Merja
- BMC Biotechnology, Vol. 12, Issue 1
Engineering of yeast hexose transporters to transport D-xylose without inhibition by D-glucose
journal, March 2014
- Farwick, A.; Bruder, S.; Schadeweg, V.
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 14
Multi-Omics Driven Metabolic Network Reconstruction and Analysis of Lignocellulosic Carbon Utilization in Rhodosporidium toruloides
journal, January 2021
- Kim, Joonhoon; Coradetti, Samuel T.; Kim, Young-Mo
- Frontiers in Bioengineering and Biotechnology, Vol. 8
Metabolic engineering of the oleaginous yeast Rhodosporidium toruloides IFO0880 for lipid overproduction during high-density fermentation
journal, September 2016
- Zhang, Shuyan; Ito, Masakazu; Skerker, Jeffrey M.
- Applied Microbiology and Biotechnology, Vol. 100, Issue 21
ProteomeXchange provides globally coordinated proteomics data submission and dissemination
journal, March 2014
- Vizcaíno, Juan A.; Deutsch, Eric W.; Wang, Rui
- Nature Biotechnology, Vol. 32, Issue 3
The regulatory and transcriptional landscape associated with carbon utilization in a filamentous fungus
journal, February 2020
- Wu, Vincent W.; Thieme, Nils; Huberman, Lori B.
- Proceedings of the National Academy of Sciences, Vol. 117, Issue 11
Functional genomics of lipid metabolism in the oleaginous yeast Rhodosporidium toruloides
journal, March 2018
- Coradetti, Samuel T.; Pinel, Dominic; Geiselman, Gina M.
- eLife, Vol. 7
MPLEx: a Robust and Universal Protocol for Single-Sample Integrative Proteomic, Metabolomic, and Lipidomic Analyses
journal, May 2016
- Nakayasu, Ernesto S.; Nicora, Carrie D.; Sims, Amy C.
- mSystems, Vol. 1, Issue 3
Normalization Approaches for Removing Systematic Biases Associated with Mass Spectrometry and Label-Free Proteomics
journal, February 2006
- Callister, Stephen J.; Barry, Richard C.; Adkins, Joshua N.
- Journal of Proteome Research, Vol. 5, Issue 2
Regulation of xylose metabolism in recombinant Saccharomyces cerevisiae
journal, January 2008
- Salusjärvi, Laura; Kankainen, Matti; Soliymani, Rabah
- Microbial Cell Factories, Vol. 7, Issue 1
Exploiting nonionic surfactants to enhance fatty alcohol production in Rhodosporidium toruloides
journal, February 2020
- Liu, Di; Geiselman, Gina M.; Coradetti, Samuel
- Biotechnology and Bioengineering, Vol. 117, Issue 5
Interactive Tree Of Life (iTOL) v5: an online tool for phylogenetic tree display and annotation
journal, April 2021
- Letunic, Ivica; Bork, Peer
- Nucleic Acids Research, Vol. 49, Issue W1
Metabolic Engineering of Ammonium Assimilation in Xylose-Fermenting Saccharomyces cerevisiae Improves Ethanol Production
journal, August 2003
- Roca, Christophe; Nielsen, Jens; Olsson, Lisbeth
- Applied and Environmental Microbiology, Vol. 69, Issue 8
Identification and characterization of the glucose dual-affinity transport system in Neurospora crassa: pleiotropic roles in nutrient transport, signaling, and carbon catabolite repression
journal, January 2017
- Wang, Bang; Li, Jingen; Gao, Jingfang
- Biotechnology for Biofuels, Vol. 10, Issue 1
Improved quality control processing of peptide-centric LC-MS proteomics data
journal, August 2011
- Matzke, Melissa M.; Waters, Katrina M.; Metz, Thomas O.
- Bioinformatics, Vol. 27, Issue 20
Production of d-arabitol from d-xylose by the oleaginous yeast Rhodosporidium toruloides IFO0880
journal, November 2017
- Jagtap, Sujit Sadashiv; Rao, Christopher V.
- Applied Microbiology and Biotechnology, Vol. 102, Issue 1
Rhodotorula toruloides: an ideal microbial cell factory to produce oleochemicals, carotenoids, and other products
journal, December 2021
- Zhao, Yu; Song, Baocai; Li, Jing
- World Journal of Microbiology and Biotechnology, Vol. 38, Issue 1
Direct production of fatty alcohols from glucose using engineered strains of Yarrowia lipolytica
journal, June 2020
- Cordova, Lauren T.; Butler, Jonathan; Alper, Hal S.
- Metabolic Engineering Communications, Vol. 10
EUF1 – a newly identified gene involved in erythritol utilization in Yarrowia lipolytica
journal, October 2017
- Rzechonek, Dorota A.; Neuvéglise, Cécile; Devillers, Hugo
- Scientific Reports, Vol. 7, Issue 1
Multiplexed CRISPR-Cas9-Based Genome Editing of Rhodosporidium toruloides
journal, March 2019
- Otoupal, Peter B.; Ito, Masakazu; Arkin, Adam P.
- mSphere, Vol. 4, Issue 2
Harnessing xylose pathways for biofuels production
journal, June 2019
- Li, Xiaowei; Chen, Yun; Nielsen, Jens
- Current Opinion in Biotechnology, Vol. 57
Induction of resistance mechanisms in Rhodotorula toruloides for growth in sugarcane hydrolysate with high inhibitor content
journal, November 2021
- Lopes, Helberth Júnnior Santos; Bonturi, Nemailla; Miranda, Everson Alves
- Applied Microbiology and Biotechnology, Vol. 105, Issue 24
The baffled microtiter plate: Increased oxygen transfer and improved online monitoring in small scale fermentations
journal, August 2009
- Funke, Matthias; Diederichs, Sylvia; Kensy, Frank
- Biotechnology and Bioengineering, Vol. 103, Issue 6
MASIC: A software program for fast quantitation and flexible visualization of chromatographic profiles from detected LC–MS(/MS) features
journal, June 2008
- Monroe, Matthew E.; Shaw, Jason L.; Daly, Don S.
- Computational Biology and Chemistry, Vol. 32, Issue 3
Evaluating the Potential of Rhodosporidium toruloides-1588 for High Lipid Production Using Undetoxified Wood Hydrolysate as a Carbon Source
journal, November 2020
- Saini, Rahul; Hegde, Krishnamoorthy; Osorio-Gonzalez, Carlos Saul
- Energies, Vol. 13, Issue 22
Cha4p of Saccharomyces cerevisiae Activates Transcription Via Serine/Threonine Response Elements
journal, October 1996
- Holmberg, Steen; Schjerling, Peter
- Genetics, Vol. 144, Issue 2
p-Cymene catabolic pathway in Pseudomonas putida F1: cloning and characterization of DNA encoding conversion of p-cymene to p-cumate
journal, May 1997
- Eaton, R. W.
- Journal of Bacteriology, Vol. 179, Issue 10
The zinc cluster transcriptional regulator Asg1 transcriptionally coordinates oleate utilization and lipid accumulation in Saccharomyces cerevisiae
journal, February 2016
- Jansuriyakul, Siripat; Somboon, Pichayada; Rodboon, Napachai
- Applied Microbiology and Biotechnology, Vol. 100, Issue 10
MAFFT: a novel method for rapid multiple sequence alignment based on fast Fourier transform
journal, July 2002
- Katoh, K.
- Nucleic Acids Research, Vol. 30, Issue 14
A comparative analysis of computational approaches to relative protein quantification using peptide peak intensities in label-free LC-MS proteomics experiments
journal, November 2012
- Matzke, Melissa M.; Brown, Joseph N.; Gritsenko, Marina A.
- PROTEOMICS, Vol. 13, Issue 3-4
Engineering high-level production of fatty alcohols by Saccharomyces cerevisiae from lignocellulosic feedstocks
journal, July 2017
- d’Espaux, Leo; Ghosh, Amit; Runguphan, Weerawat
- Metabolic Engineering, Vol. 42
Rhodosporidium toruloides: a new platform organism for conversion of lignocellulose into terpene biofuels and bioproducts
journal, October 2017
- Yaegashi, Junko; Kirby, James; Ito, Masakazu
- Biotechnology for Biofuels, Vol. 10, Issue 1
Sustainable bioproduction of the blue pigment indigoidine: Expanding the range of heterologous products in R. toruloides to include non-ribosomal peptides
journal, January 2019
- Wehrs, Maren; Gladden, John M.; Liu, Yuzhong
- Green Chemistry, Vol. 21, Issue 12
Two glucose transporters in Saccharomyces cerevisiae are glucose sensors that generate a signal for induction of gene expression.
journal, October 1996
- Ozcan, S.; Dover, J.; Rosenwald, A. G.
- Proceedings of the National Academy of Sciences, Vol. 93, Issue 22
UniProt: the universal protein knowledgebase in 2021
journal, November 2020
- Bateman, Alex; Martin, Maria-Jesus; Orchard, Sandra
- Nucleic Acids Research, Vol. 49, Issue D1
Upc2p and Ecm22p, Dual Regulators of Sterol Biosynthesis in Saccharomyces cerevisiae
journal, October 2001
- Vik, Åshild; Rine, Jasper
- Molecular and Cellular Biology, Vol. 21, Issue 19
Cloning and evaluation of different constitutive promoters in the oleaginous yeast Rhodosporidium toruloides : Evaluation of five constitutive promoters in
journal, January 2016
- Wang, Yanan; Lin, Xinping; Zhang, Sufang
- Yeast, Vol. 33, Issue 3
Conversion of poplar biomass into high-energy density tricyclic sesquiterpene jet fuel blendstocks
journal, November 2020
- Geiselman, Gina M.; Kirby, James; Landera, Alexander
- Microbial Cell Factories, Vol. 19, Issue 1
Fatty alcohol production in Lipomyces starkeyi and Yarrowia lipolytica
journal, October 2016
- Wang, Wei; Wei, Hui; Knoshaug, Eric
- Biotechnology for Biofuels, Vol. 9, Issue 1
Fatty alcohols production by oleaginous yeast
journal, August 2015
- Fillet, Sandy; Gibert, Jordi; Suárez, Beatriz
- Journal of Industrial Microbiology & Biotechnology, Vol. 42, Issue 11
DMR (deacetylation and mechanical refining) processing of corn stover achieves high monomeric sugar concentrations (230 g L −1 ) during enzymatic hydrolysis and high ethanol concentrations (>10% v/v) during fermentation without hydrolysate purification or concentration
journal, January 2016
- Chen, Xiaowen; Kuhn, Erik; Jennings, Edward W.
- Energy & Environmental Science, Vol. 9, Issue 4
Adaptive laboratory evolution of Rhodosporidium toruloides to inhibitors derived from lignocellulosic biomass and genetic variations behind evolution
journal, August 2021
- Liu, Zhijia; Radi, Mohammad; Mohamed, Elsayed T. T.
- Bioresource Technology, Vol. 333
Escher: A Web Application for Building, Sharing, and Embedding Data-Rich Visualizations of Biological Pathways
journal, August 2015
- King, Zachary A.; Dräger, Andreas; Ebrahim, Ali
- PLOS Computational Biology, Vol. 11, Issue 8
Screening and Growth Characterization of Non-conventional Yeasts in a Hemicellulosic Hydrolysate
journal, April 2021
- Monteiro de Oliveira, Paola; Aborneva, Daria; Bonturi, Nemailla
- Frontiers in Bioengineering and Biotechnology, Vol. 9
Enabling xylose utilization in Yarrowia lipolytica for lipid production
journal, July 2016
- Li, Haibo; Alper, Hal S.
- Biotechnology Journal, Vol. 11, Issue 9
A Role of a Newly Identified Isomerase From Yarrowia lipolytica in Erythritol Catabolism
journal, May 2018
- Mirończuk, Aleksandra M.; Biegalska, Anna; Zugaj, Karolina
- Frontiers in Microbiology, Vol. 9
Combined Statistical Analyses of Peptide Intensities and Peptide Occurrences Improves Identification of Significant Peptides from MS-Based Proteomics Data
journal, November 2010
- Webb-Robertson, Bobbie-Jo M.; McCue, Lee Ann; Waters, Katrina M.
- Journal of Proteome Research, Vol. 9, Issue 11
Saccharomyces cerevisiae Forms d-2-Hydroxyglutarate and Couples Its Degradation to d-Lactate Formation via a Cytosolic Transhydrogenase
journal, March 2016
- Becker-Kettern, Julia; Paczia, Nicole; Conrotte, Jean-François
- Journal of Biological Chemistry, Vol. 291, Issue 12
FastTree: Computing Large Minimum Evolution Trees with Profiles instead of a Distance Matrix
journal, April 2009
- Price, M. N.; Dehal, P. S.; Arkin, A. P.
- Molecular Biology and Evolution, Vol. 26, Issue 7
High-Efficiency Genome Editing and Allele Replacement in Prototrophic and Wild Strains of Saccharomyces
journal, September 2014
- Alexander, W. G.; Doering, D. T.; Hittinger, C. T.
- Genetics, Vol. 198, Issue 3, p. 859-866
Molecular characterization of KU70 and KU80 homologues and exploitation of a KU70-deficient mutant for improving gene deletion frequency in Rhodosporidium toruloides
journal, January 2014
- Koh, Chong Mei; Liu, Yanbin
- BMC Microbiology, Vol. 14, Issue 1
MycoCosm portal: gearing up for 1000 fungal genomes
journal, December 2013
- Grigoriev, Igor V.; Nikitin, Roman; Haridas, Sajeet
- Nucleic Acids Research, Vol. 42, Issue D1
Insights from enzymatic degradation of cellulose and hemicellulose to fermentable sugars– a review
journal, March 2020
- Houfani, Aicha Asma; Anders, Nico; Spiess, Antje C.
- Biomass and Bioenergy, Vol. 134
MS-GF+ makes progress towards a universal database search tool for proteomics
journal, October 2014
- Kim, Sangtae; Pevzner, Pavel A.
- Nature Communications, Vol. 5, Issue 1
Metabolic engineering of Saccharomyces cerevisiae to produce 1-hexadecanol from xylose
journal, February 2016
- Guo, Weihua; Sheng, Jiayuan; Zhao, Huimin
- Microbial Cell Factories, Vol. 15, Issue 1