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

Title: Untargeted metabolomics studies employing NMR and LC–MS reveal metabolic coupling between Nanoarcheum equitans and its archaeal host Ignicoccus hospitalis

Abstract

Interactions between species are the basis of microbial community formation and infectious diseases. Systems biology enables the construction of complex models describing such interactions, leading to a better understanding of disease states and communities. However, before interactions between complex organisms can be understood, metabolic and energetic implications of simpler real-world host-microbe systems must be worked out. To this effect, untargeted metabolomics experiments were conducted and integrated with proteomics data to characterize key molecular-level interactions between two hyperthermophilic microbial species, both of which have reduced genomes. Metabolic changes and transfer of metabolites between the archaea Ignicoccus hospitalis and Nanoarcheum equitans were investigated using integrated LC–MS and NMR metabolomics. The study of such a system is challenging, as no genetic tools are available, growth in the laboratory is challenging, and mechanisms by which they interact are unknown. Together with information about relative enzyme levels obtained from shotgun proteomics, the metabolomics data provided useful insights into metabolic pathways and cellular networks of I. hospitalis that are impacted by the presence of N. equitans, including arginine, isoleucine, and CTP biosynthesis. On the organismal level, the data indicate that N. equitans exploits metabolites generated by I. hospitalis to satisfy its own metabolic needs. Lastly, thismore » finding is based on N. equitans’s consumption of a significant fraction of the metabolite pool in I. hospitalis that cannot solely be attributed to increased biomass production for N. equitans. Combining LC–MS and NMR metabolomics datasets improved coverage of the metabolome and enhanced the identification and quantitation of cellular metabolites.« less

Authors:
 [1];  [1];  [1];  [2];  [3];  [2];  [3];  [4];  [5]
  1. Montana State Univ., Bozeman, MT (United States). Dept. of Chemistry and Biochemistry
  2. Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
  3. Univ. of Tennessee, Knoxville, TN (United States). Dept. of Microbiology
  4. Montana State Univ., Bozeman, MT (United States). Dept. of Chemistry and Biochemistry; Montana State Univ., Bozeman, MT (United States). Thermal Biology Inst.
  5. Montana State Univ., Bozeman, MT (United States). Dept. of Chemistry and Biochemistry; Montana State Univ., Bozeman, MT (United States). Thermal Biology Inst.
Publication Date:
Research Org.:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
OSTI Identifier:
1286759
Grant/Contract Number:  
AC05-00OR22725; SC0006654; 1S10-RR13878-01; 1S10-RR026659-01; 5P20RR02437
Resource Type:
Accepted Manuscript
Journal Name:
Metabolomics
Additional Journal Information:
Journal Volume: 11; Journal Issue: 4; Journal ID: ISSN 1573-3882
Publisher:
Springer
Country of Publication:
United States
Language:
English
Subject:
59 BASIC BIOLOGICAL SCIENCES; LC–MS and NMR; Metabolomics; Ignicoccus hospitalis-Nanoarcheum equitans; Interspecies interactions; Hyperthermophilic archea; Systems biology

Citation Formats

Hamerly, Timothy, Tripet, Brian P., Tigges, Michelle, Giannone, Richard J., Wurch, Louie, Hettich, Robert L., Podar, Mircea, Copié, Valerie, and Bothner, Brian. Untargeted metabolomics studies employing NMR and LC–MS reveal metabolic coupling between Nanoarcheum equitans and its archaeal host Ignicoccus hospitalis. United States: N. p., 2014. Web. doi:10.1007/s11306-014-0747-6.
Hamerly, Timothy, Tripet, Brian P., Tigges, Michelle, Giannone, Richard J., Wurch, Louie, Hettich, Robert L., Podar, Mircea, Copié, Valerie, & Bothner, Brian. Untargeted metabolomics studies employing NMR and LC–MS reveal metabolic coupling between Nanoarcheum equitans and its archaeal host Ignicoccus hospitalis. United States. https://doi.org/10.1007/s11306-014-0747-6
Hamerly, Timothy, Tripet, Brian P., Tigges, Michelle, Giannone, Richard J., Wurch, Louie, Hettich, Robert L., Podar, Mircea, Copié, Valerie, and Bothner, Brian. Wed . "Untargeted metabolomics studies employing NMR and LC–MS reveal metabolic coupling between Nanoarcheum equitans and its archaeal host Ignicoccus hospitalis". United States. https://doi.org/10.1007/s11306-014-0747-6. https://www.osti.gov/servlets/purl/1286759.
@article{osti_1286759,
title = {Untargeted metabolomics studies employing NMR and LC–MS reveal metabolic coupling between Nanoarcheum equitans and its archaeal host Ignicoccus hospitalis},
author = {Hamerly, Timothy and Tripet, Brian P. and Tigges, Michelle and Giannone, Richard J. and Wurch, Louie and Hettich, Robert L. and Podar, Mircea and Copié, Valerie and Bothner, Brian},
abstractNote = {Interactions between species are the basis of microbial community formation and infectious diseases. Systems biology enables the construction of complex models describing such interactions, leading to a better understanding of disease states and communities. However, before interactions between complex organisms can be understood, metabolic and energetic implications of simpler real-world host-microbe systems must be worked out. To this effect, untargeted metabolomics experiments were conducted and integrated with proteomics data to characterize key molecular-level interactions between two hyperthermophilic microbial species, both of which have reduced genomes. Metabolic changes and transfer of metabolites between the archaea Ignicoccus hospitalis and Nanoarcheum equitans were investigated using integrated LC–MS and NMR metabolomics. The study of such a system is challenging, as no genetic tools are available, growth in the laboratory is challenging, and mechanisms by which they interact are unknown. Together with information about relative enzyme levels obtained from shotgun proteomics, the metabolomics data provided useful insights into metabolic pathways and cellular networks of I. hospitalis that are impacted by the presence of N. equitans, including arginine, isoleucine, and CTP biosynthesis. On the organismal level, the data indicate that N. equitans exploits metabolites generated by I. hospitalis to satisfy its own metabolic needs. Lastly, this finding is based on N. equitans’s consumption of a significant fraction of the metabolite pool in I. hospitalis that cannot solely be attributed to increased biomass production for N. equitans. Combining LC–MS and NMR metabolomics datasets improved coverage of the metabolome and enhanced the identification and quantitation of cellular metabolites.},
doi = {10.1007/s11306-014-0747-6},
journal = {Metabolomics},
number = 4,
volume = 11,
place = {United States},
year = {Wed Nov 05 00:00:00 EST 2014},
month = {Wed Nov 05 00:00:00 EST 2014}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 21 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

The interaction of Nanoarchaeum equitans with Ignicoccus hospitalis: proteins in the contact site between two cells
journal, January 2009

  • Burghardt, Tillmann; Junglas, Benjamin; Siedler, Frank
  • Biochemical Society Transactions, Vol. 37, Issue 1
  • DOI: 10.1042/BST0370127

Integrated Access to Metabolic and Genomic Data
journal, January 1996

  • Karp, Peter D.; Paley, Suzanne
  • Journal of Computational Biology, Vol. 3, Issue 1
  • DOI: 10.1089/cmb.1996.3.191

Ignicoccus hospitalis sp. nov., the host of 'Nanoarchaeum equitans'
journal, April 2007

  • Paper, W.; Jahn, U.; Hohn, M. J.
  • INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY, Vol. 57, Issue 4
  • DOI: 10.1099/ijs.0.64721-0

Sampling methods for NMR-based metabolomics of Staphylococcus aureus
journal, January 2010


A dicarboxylate/4-hydroxybutyrate autotrophic carbon assimilation cycle in the hyperthermophilic Archaeum Ignicoccus hospitalis
journal, May 2008

  • Huber, H.; Gallenberger, M.; Jahn, U.
  • Proceedings of the National Academy of Sciences, Vol. 105, Issue 22, p. 7851-7856
  • DOI: 10.1073/pnas.0801043105

Targeted Profiling:  Quantitative Analysis of 1 H NMR Metabolomics Data
journal, July 2006

  • Weljie, Aalim M.; Newton, Jack; Mercier, Pascal
  • Analytical Chemistry, Vol. 78, Issue 13
  • DOI: 10.1021/ac060209g

Metabolic profiling of Staphylococcus aureus cultivated under aerobic and anaerobic conditions with 1 H NMR-based nontargeted analysis
journal, June 2012

  • Sun, Ji-Lu; Zhang, Shao-Kang; Chen, Jing-Yu
  • Canadian Journal of Microbiology, Vol. 58, Issue 6
  • DOI: 10.1139/w2012-046

SnapShot: Key Numbers in Biology
journal, June 2010


Origins and evolution of isoprenoid lipid biosynthesis in archaea
journal, March 2004


Pathway Tools version 13.0: integrated software for pathway/genome informatics and systems biology
journal, December 2009

  • Karp, P. D.; Paley, S. M.; Krummenacker, M.
  • Briefings in Bioinformatics, Vol. 11, Issue 1
  • DOI: 10.1093/bib/bbp043

Composition of the lipids of Nanoarchaeum equitans and their origin from its host Ignicoccus sp. strain KIN4/I
journal, September 2004


Energized outer membrane and spatial separation of metabolic processes in the hyperthermophilic Archaeon Ignicoccus hospitalis
journal, February 2010

  • Kuper, U.; Meyer, C.; Muller, V.
  • Proceedings of the National Academy of Sciences, Vol. 107, Issue 7
  • DOI: 10.1073/pnas.0911711107

Ignicoccus gen. nov., a novel genus of hyperthermophilic, chemolithoautotrophic Archaea, represented by two new species, Ignicoccus islandicus sp. nov. and Ignicoccus pacificus sp. nov
journal, November 2000

  • Huber, H.; Burggraf, S.; Mayer, T.
  • INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY, Vol. 50, Issue 6
  • DOI: 10.1099/00207713-50-6-2093

Regulatory network operations in the Pathway Tools software
journal, January 2012

  • Paley, Suzanne M.; Latendresse, Mario; Karp, Peter D.
  • BMC Bioinformatics, Vol. 13, Issue 1
  • DOI: 10.1186/1471-2105-13-243

The Development of Metabolomic Sampling Procedures for Pichia pastoris, and Baseline Metabolome Data
journal, January 2011


The genome of Nanoarchaeum equitans: Insights into early archaeal evolution and derived parasitism
journal, October 2003

  • Waters, E.; Hohn, M. J.; Ahel, I.
  • Proceedings of the National Academy of Sciences, Vol. 100, Issue 22
  • DOI: 10.1073/pnas.1735403100

Expansion of the BioCyc collection of pathway/genome databases to 160 genomes
journal, October 2005


Life on the edge: functional genomic response of Ignicoccus hospitalis to the presence of Nanoarchaeum equitans
journal, July 2014

  • Giannone, Richard J.; Wurch, Louie L.; Heimerl, Thomas
  • The ISME Journal, Vol. 9, Issue 1
  • DOI: 10.1038/ismej.2014.112

Nanoarchaeum equitans and Ignicoccus hospitalis: New Insights into a Unique, Intimate Association of Two Archaea
journal, December 2007

  • Jahn, U.; Gallenberger, M.; Paper, W.
  • Journal of Bacteriology, Vol. 190, Issue 5
  • DOI: 10.1128/JB.01731-07

The unusual cell biology of the hyperthermophilic Crenarchaeon Ignicoccus hospitalis
journal, June 2012


A new phylum of Archaea represented by a nanosized hyperthermophilic symbiont
journal, May 2002

  • Huber, Harald; Hohn, Michael J.; Rachel, Reinhard
  • Nature, Vol. 417, Issue 6884
  • DOI: 10.1038/417063a

A genomic analysis of the archaeal system Ignicoccus hospitalis-Nanoarchaeum equitans
journal, January 2008


Quantitative metabolomics using NMR
journal, March 2008


Proteomic Characterization of Cellular and Molecular Processes that Enable the Nanoarchaeum equitans-Ignicoccus hospitalis Relationship
journal, August 2011


Expanding the paradigm of thiol redox in the thermophilic root of life
journal, January 2014

  • Heinemann, Joshua; Hamerly, Timothy; Maaty, Walid S.
  • Biochimica et Biophysica Acta (BBA) - General Subjects, Vol. 1840, Issue 1
  • DOI: 10.1016/j.bbagen.2013.08.009

Energy conservation in chemotrophic anaerobic bacteria.
journal, January 1977


Proteomic Characterization of Cellular and Molecular Processes that Enable the Nanoarchaeum equitans-Ignicoccus hospitalis Relationship
text, January 2011

  • Giannone, Richard J.; Huber, Harald; Karpinets, Tatiana
  • Universität Regensburg
  • DOI: 10.5283/epub.23459

Works referencing / citing this record:

1H NMR metabolomic study of auxotrophic starvation in yeast using Multivariate Curve Resolution-Alternating Least Squares for Pathway Analysis
journal, August 2016

  • Puig-Castellví, Francesc; Alfonso, Ignacio; Piña, Benjamin
  • Scientific Reports, Vol. 6, Issue 1
  • DOI: 10.1038/srep30982

Genomic diversity, lifestyles and evolutionary origins of DPANN archaea
journal, January 2019

  • Dombrowski, Nina; Lee, Jun-Hoe; Williams, Tom A.
  • FEMS Microbiology Letters, Vol. 366, Issue 2
  • DOI: 10.1093/femsle/fnz008

Evaluation of extraction solvents for untargeted metabolomics analysis of enrichment reactor cultures performing enhanced biological phosphorus removal (EBPR)
posted_content, March 2019

  • Thaw Saw, Nay Min Min; Suwanchaikasem, Pipob; Zuniga-Montanez, Rogelio
  • BioRxiv
  • DOI: 10.1101/573535

Conceptual Model of Biofilm Antibiotic Tolerance That Integrates Phenomena of Diffusion, Metabolism, Gene Expression, and Physiology
journal, September 2019

  • Stewart, Philip S.; White, Ben; Boegli, Laura
  • Journal of Bacteriology, Vol. 201, Issue 22
  • DOI: 10.1128/jb.00307-19

Single-cell genomics of co-sorted Nanoarchaeota suggests novel putative host associations and diversification of proteins involved in symbiosis
journal, September 2018


A Complex Endomembrane System in the Archaeon Ignicoccus hospitalis Tapped by Nanoarchaeum equitans
journal, June 2017


1H NMR metabolomic study of auxotrophic starvation in yeast using Multivariate Curve Resolution-Alternating Least Squares for Pathway Analysis
journal, August 2016

  • Puig-Castellví, Francesc; Alfonso, Ignacio; Piña, Benjamin
  • Scientific Reports, Vol. 6, Issue 1
  • DOI: 10.1038/srep30982

Genomic diversity, lifestyles and evolutionary origins of DPANN archaea
journal, January 2019

  • Dombrowski, Nina; Lee, Jun-Hoe; Williams, Tom A.
  • FEMS Microbiology Letters, Vol. 366, Issue 2
  • DOI: 10.1093/femsle/fnz008

Characterization of Fatty Acids in Crenarchaeota by GC-MS and NMR
journal, January 2015


A Complex Endomembrane System in the Archaeon Ignicoccus hospitalis Tapped by Nanoarchaeum equitans
journal, June 2017


Metabolic Implications of Using BioOrthogonal Non-Canonical Amino Acid Tagging (BONCAT) for Tracking Protein Synthesis
journal, February 2020