DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Leucine Biosynthesis Is Involved in Regulating High Lipid Accumulation in Yarrowia lipolytica

Abstract

ABSTRACT The yeast Yarrowia lipolytica is a potent accumulator of lipids, and lipogenesis in this organism can be influenced by a variety of factors, such as genetics and environmental conditions. Using a multifactorial study, we elucidated the effects of both genetic and environmental factors on regulation of lipogenesis in Y. lipolytica and identified how two opposite regulatory states both result in lipid accumulation. This study involved comparison of a strain overexpressing diacylglycerol acyltransferase ( DGA1 ) with a control strain grown under either nitrogen or carbon limitation conditions. A strong correlation was observed between the responses on the transcript and protein levels. Combination of DGA1 overexpression with nitrogen limitation resulted in a high level of lipid accumulation accompanied by downregulation of several amino acid biosynthetic pathways, including that of leucine in particular, and these changes were further correlated with a decrease in metabolic fluxes. This downregulation was supported by the measured decrease in the level of 2-isopropylmalate, an intermediate of leucine biosynthesis. Combining the multi-omics data with putative transcription factor binding motifs uncovered a contradictory role for TORC1 in controlling lipid accumulation, likely mediated through 2-isopropylmalate and a Leu3-like transcription factor. IMPORTANCE The ubiquitous metabolism of lipids involves refined regulation, andmore » an enriched understanding of this regulation would have wide implications. Various factors can influence lipid metabolism, including the environment and genetics. We demonstrated, using a multi-omics and multifactorial experimental setup, that multiple factors affect lipid accumulation in the yeast Yarrowia lipolytica . Using integrative analysis, we identified novel interactions between nutrient restriction and genetic factors involving regulators that are highly conserved among eukaryotes. Given that lipid metabolism is involved in many diseases but is also vital to the development of microbial cell factories that can provide us with sustainable fuels and oleochemicals, we envision that our report introduces foundational work to further unravel the regulation of lipid accumulation in eukaryal cells.« less

Authors:
ORCiD logo [1];  [2];  [2];  [2];  [2];  [2];  [3];  [2]; ORCiD logo [2];  [2]; ORCiD logo [4]; ; ;
  1. Systems and Synthetic Biology, Department of Biology and Biological Engineering, Chalmers University of Technology, Göteborg, Sweden, Novo Nordisk Foundation Center for Biosustainability, Chalmers University of Technology, Göteborg, Sweden
  2. Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, Washington, USA
  3. National Security Directorate, Pacific Northwest National Laboratory, Richland, Washington, USA
  4. Systems and Synthetic Biology, Department of Biology and Biological Engineering, Chalmers University of Technology, Göteborg, Sweden, Novo Nordisk Foundation Center for Biosustainability, Chalmers University of Technology, Göteborg, Sweden, Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Hørsholm, Denmark
Publication Date:
Research Org.:
Pacific Northwest National Lab. (PNNL), Richland, WA (United States). Environmental Molecular Sciences Lab. (EMSL)
Sponsoring Org.:
USDOE
OSTI Identifier:
1786912
Alternate Identifier(s):
OSTI ID: 1367382
Report Number(s):
PNNL-SA-122829
Journal ID: ISSN 2161-2129; e00857-17
Grant/Contract Number:  
SC0008744; AC05-76RLO 1830; AC05-76RL01830
Resource Type:
Published Article
Journal Name:
mBio
Additional Journal Information:
Journal Name: mBio Journal Volume: 8 Journal Issue: 3; Journal ID: ISSN 2161-2129
Publisher:
American Society for Microbiology
Country of Publication:
United States
Language:
English
Subject:
59 BASIC BIOLOGICAL SCIENCES; Environmental Molecular Sciences Laboratory; biofuels; biotechnology; metabolic engineering; systems biology; yeast

Citation Formats

Kerkhoven, Eduard J., Kim, Young-Mo, Wei, Siwei, Nicora, Carrie D., Fillmore, Thomas L., Purvine, Samuel O., Webb-Robertson, Bobbie-Jo, Smith, Richard D., Baker, Scott E., Metz, Thomas O., Nielsen, Jens, Lee, ed., Sang Yup, Alper, Hal, and Nicaud, Jean-Marc. Leucine Biosynthesis Is Involved in Regulating High Lipid Accumulation in Yarrowia lipolytica. United States: N. p., 2017. Web. doi:10.1128/mBio.00857-17.
Kerkhoven, Eduard J., Kim, Young-Mo, Wei, Siwei, Nicora, Carrie D., Fillmore, Thomas L., Purvine, Samuel O., Webb-Robertson, Bobbie-Jo, Smith, Richard D., Baker, Scott E., Metz, Thomas O., Nielsen, Jens, Lee, ed., Sang Yup, Alper, Hal, & Nicaud, Jean-Marc. Leucine Biosynthesis Is Involved in Regulating High Lipid Accumulation in Yarrowia lipolytica. United States. https://doi.org/10.1128/mBio.00857-17
Kerkhoven, Eduard J., Kim, Young-Mo, Wei, Siwei, Nicora, Carrie D., Fillmore, Thomas L., Purvine, Samuel O., Webb-Robertson, Bobbie-Jo, Smith, Richard D., Baker, Scott E., Metz, Thomas O., Nielsen, Jens, Lee, ed., Sang Yup, Alper, Hal, and Nicaud, Jean-Marc. Wed . "Leucine Biosynthesis Is Involved in Regulating High Lipid Accumulation in Yarrowia lipolytica". United States. https://doi.org/10.1128/mBio.00857-17.
@article{osti_1786912,
title = {Leucine Biosynthesis Is Involved in Regulating High Lipid Accumulation in Yarrowia lipolytica},
author = {Kerkhoven, Eduard J. and Kim, Young-Mo and Wei, Siwei and Nicora, Carrie D. and Fillmore, Thomas L. and Purvine, Samuel O. and Webb-Robertson, Bobbie-Jo and Smith, Richard D. and Baker, Scott E. and Metz, Thomas O. and Nielsen, Jens and Lee, ed., Sang Yup and Alper, Hal and Nicaud, Jean-Marc},
abstractNote = {ABSTRACT The yeast Yarrowia lipolytica is a potent accumulator of lipids, and lipogenesis in this organism can be influenced by a variety of factors, such as genetics and environmental conditions. Using a multifactorial study, we elucidated the effects of both genetic and environmental factors on regulation of lipogenesis in Y. lipolytica and identified how two opposite regulatory states both result in lipid accumulation. This study involved comparison of a strain overexpressing diacylglycerol acyltransferase ( DGA1 ) with a control strain grown under either nitrogen or carbon limitation conditions. A strong correlation was observed between the responses on the transcript and protein levels. Combination of DGA1 overexpression with nitrogen limitation resulted in a high level of lipid accumulation accompanied by downregulation of several amino acid biosynthetic pathways, including that of leucine in particular, and these changes were further correlated with a decrease in metabolic fluxes. This downregulation was supported by the measured decrease in the level of 2-isopropylmalate, an intermediate of leucine biosynthesis. Combining the multi-omics data with putative transcription factor binding motifs uncovered a contradictory role for TORC1 in controlling lipid accumulation, likely mediated through 2-isopropylmalate and a Leu3-like transcription factor. IMPORTANCE The ubiquitous metabolism of lipids involves refined regulation, and an enriched understanding of this regulation would have wide implications. Various factors can influence lipid metabolism, including the environment and genetics. We demonstrated, using a multi-omics and multifactorial experimental setup, that multiple factors affect lipid accumulation in the yeast Yarrowia lipolytica . Using integrative analysis, we identified novel interactions between nutrient restriction and genetic factors involving regulators that are highly conserved among eukaryotes. Given that lipid metabolism is involved in many diseases but is also vital to the development of microbial cell factories that can provide us with sustainable fuels and oleochemicals, we envision that our report introduces foundational work to further unravel the regulation of lipid accumulation in eukaryal cells.},
doi = {10.1128/mBio.00857-17},
journal = {mBio},
number = 3,
volume = 8,
place = {United States},
year = {Wed Jul 05 00:00:00 EDT 2017},
month = {Wed Jul 05 00:00:00 EDT 2017}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1128/mBio.00857-17

Citation Metrics:
Cited by: 33 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

DREME: motif discovery in transcription factor ChIP-seq data
journal, May 2011


Yarrowia lipolytica as a biotechnological chassis to produce usual and unusual fatty acids
journal, January 2016


Branched-Chain Aminotransferases Control TORC1 Signaling in Saccharomyces cerevisiae
journal, December 2015


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
  • DOI: 10.1002/pmic.201200269

Regulation of amino-acid metabolism controls flux to lipid accumulation in Yarrowia lipolytica
journal, March 2016

  • Kerkhoven, Eduard J.; Pomraning, Kyle R.; Baker, Scott E.
  • npj Systems Biology and Applications, Vol. 2, Issue 1
  • DOI: 10.1038/npjsba.2016.5

Advances in proteomics data analysis and display using an accurate mass and time tag approach
journal, January 2006

  • Zimmer, Jennifer S. D.; Monroe, Matthew E.; Qian, Wei-Jun
  • Mass Spectrometry Reviews, Vol. 25, Issue 3
  • DOI: 10.1002/mas.20071

Leucyl-tRNA Synthetase Controls TORC1 via the EGO Complex
journal, April 2012


HTSeq--a Python framework to work with high-throughput sequencing data
journal, September 2014


Fast and accurate preparation fatty acid methyl esters by microwave-assisted derivatization in the yeast Saccharomyces cerevisiae
journal, May 2012

  • Khoomrung, Sakda; Chumnanpuen, Pramote; Jansa-ard, Suwanee
  • Applied Microbiology and Biotechnology, Vol. 94, Issue 6
  • DOI: 10.1007/s00253-012-4125-x

Transcriptomic Analyses during the Transition from Biomass Production to Lipid Accumulation in the Oleaginous Yeast Yarrowia lipolytica
journal, November 2011


Ultrafast and memory-efficient alignment of short DNA sequences to the human genome
journal, January 2009


Enriching the gene set analysis of genome-wide data by incorporating directionality of gene expression and combining statistical hypotheses and methods
journal, February 2013

  • Väremo, Leif; Nielsen, Jens; Nookaew, Intawat
  • Nucleic Acids Research, Vol. 41, Issue 8
  • DOI: 10.1093/nar/gkt111

On the Dependency of Cellular Protein Levels on mRNA Abundance
journal, April 2016


FiehnLib: Mass Spectral and Retention Index Libraries for Metabolomics Based on Quadrupole and Time-of-Flight Gas Chromatography/Mass Spectrometry
journal, December 2009

  • Kind, Tobias; Wohlgemuth, Gert; Lee, Do Yup
  • Analytical Chemistry, Vol. 81, Issue 24
  • DOI: 10.1021/ac9019522

Disruption of the MIG1 gene enhances lipid biosynthesis in the oleaginous yeast Yarrowia lipolytica ACA-DC 50109
journal, April 2013

  • Wang, Zhi-Peng; Xu, Hong-Mei; Wang, Guang-Yuan
  • Biochimica et Biophysica Acta (BBA) - Molecular and Cell Biology of Lipids, Vol. 1831, Issue 4
  • DOI: 10.1016/j.bbalip.2012.12.010

MPLEx: a Robust and Universal Protocol for Single-Sample Integrative Proteomic, Metabolomic, and Lipidomic Analyses
journal, May 2016


Transcriptional Profiling Shows that Gcn4p Is a Master Regulator of Gene Expression during Amino Acid Starvation in Yeast
journal, July 2001


Sampling the Solution Space in Genome-Scale Metabolic Networks Reveals Transcriptional Regulation in Key Enzymes
journal, July 2010


Multi-omics analysis reveals regulators of the response to nitrogen limitation in Yarrowia lipolytica
journal, February 2016


Quantifying similarity between motifs
journal, January 2007

  • Gupta, Shobhit; Stamatoyannopoulos, John A.; Bailey, Timothy L.
  • Genome Biology, Vol. 8, Issue 2
  • DOI: 10.1186/gb-2007-8-2-r24

How Saccharomyces Responds to Nutrients
journal, December 2008


Engineering the push and pull of lipid biosynthesis in oleaginous yeast Yarrowia lipolytica for biofuel production
journal, January 2013


voom: precision weights unlock linear model analysis tools for RNA-seq read counts
journal, January 2014


A statistical selection strategy for normalization procedures in LC-MS proteomics experiments through dataset-dependent ranking of normalization scaling factors
journal, November 2011

  • Webb-Robertson, Bobbie-Jo M.; Matzke, Melissa M.; Jacobs, Jon M.
  • PROTEOMICS, Vol. 11, Issue 24
  • DOI: 10.1002/pmic.201100078

Engineering lipid overproduction in the oleaginous yeast Yarrowia lipolytica
journal, May 2015


Surveying the lipogenesis landscape in Yarrowia lipolytica through understanding the function of a Mga2p regulatory protein mutant
journal, September 2015


A large-scale analysis of autophagy-related gene expression identifies new regulators of autophagy
journal, November 2015


MetaboliteDetector: Comprehensive Analysis Tool for Targeted and Nontargeted GC/MS Based Metabolome Analysis
journal, May 2009

  • Hiller, Karsten; Hangebrauk, Jasper; Jäger, Christian
  • Analytical Chemistry, Vol. 81, Issue 9
  • DOI: 10.1021/ac802689c

Impaired Uptake and/or Utilization of Leucine by Saccharomyces cerevisiae Is Suppressed by the SPT15-300 Allele of the TATA-Binding Protein Gene
journal, August 2009

  • Baerends, Richard J. S.; Qiu, Jin-Long; Rasmussen, Simon
  • Applied and Environmental Microbiology, Vol. 75, Issue 19
  • DOI: 10.1128/AEM.00989-09

Effect of benzoic acid on metabolic fluxes in yeasts: A continuous-culture study on the regulation of respiration and alcoholic fermentation
journal, July 1992

  • Verduyn, Cornelis; Postma, Erik; Scheffers, W. Alexander
  • Yeast, Vol. 8, Issue 7
  • DOI: 10.1002/yea.320080703

A scaling normalization method for differential expression analysis of RNA-seq data
journal, March 2010


Rapid Quantification of Yeast Lipid using Microwave-Assisted Total Lipid Extraction and HPLC-CAD
journal, May 2013

  • Khoomrung, Sakda; Chumnanpuen, Pramote; Jansa-Ard, Suwanee
  • Analytical Chemistry, Vol. 85, Issue 10
  • DOI: 10.1021/ac3032405

Harnessing Yarrowia lipolytica lipogenesis to create a platform for lipid and biofuel production
journal, January 2014

  • Blazeck, John; Hill, Andrew; Liu, Leqian
  • Nature Communications, Vol. 5, Issue 1
  • DOI: 10.1038/ncomms4131