Rachel A Rawle1, Timothy Hamerly2, Brian P Tripet2, Richard J Giannone3, Louie Wurch4, Robert L Hettich3, Mircea Podar4, Valerie Copié5, Brian Bothner6. 1. Department of Microbiology, Montana State University, Bozeman, MT 59717, United States; Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717, United States. 2. Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717, United States. 3. Oak Ridge National Laboratory, Oak Ridge, TN 37831, United States. 4. Oak Ridge National Laboratory, Oak Ridge, TN 37831, United States; Department of Microbiology, University of Tennessee, Knoxville, TN 37996, United States. 5. Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717, United States; Thermal Biology Institute, Montana State University, Bozeman, MT 59717, United States. Electronic address: vcopie@montana.edu. 6. Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717, United States; Thermal Biology Institute, Montana State University, Bozeman, MT 59717, United States. Electronic address: bbothner@montana.edu.
Abstract
BACKGROUND: Studies of interspecies interactions are inherently difficult due to the complex mechanisms which enable these relationships. A model system for studying interspecies interactions is the marine hyperthermophiles Ignicoccus hospitalis and Nanoarchaeum equitans. Recent independently-conducted 'omics' analyses have generated insights into the molecular factors modulating this association. However, significant questions remain about the nature of the interactions between these archaea. METHODS: We jointly analyzed multiple levels of omics datasets obtained from published, independent transcriptomics, proteomics, and metabolomics analyses. DAVID identified functionally-related groups enriched when I. hospitalis is grown alone or in co-culture with N. equitans. Enriched molecular pathways were subsequently visualized using interaction maps generated using STRING. RESULTS: Key findings of our multi-level omics analysis indicated that I. hospitalis provides precursors to N. equitans for energy metabolism. Analysis indicated an overall reduction in diversity of metabolic precursors in the I. hospitalis-N. equitans co-culture, which has been connected to the differential use of ribosomal subunits and was previously unnoticed. We also identified differences in precursors linked to amino acid metabolism, NADH metabolism, and carbon fixation, providing new insights into the metabolic adaptions of I. hospitalis enabling the growth of N. equitans. CONCLUSIONS: This multi-omics analysis builds upon previously identified cellular patterns while offering new insights into mechanisms that enable the I. hospitalis-N. equitans association. GENERAL SIGNIFICANCE: Our study applies statistical and visualization techniques to a mixed-source omics dataset to yield a more global insight into a complex system, that was not readily discernable from separate omics studies.
BACKGROUND: Studies of interspecies interactions are inherently difficult due to the complex mechanisms which enable these relationships. A model system for studying interspecies interactions is the marine hyperthermophiles Ignicoccus hospitalis and Nanoarchaeum equitans. Recent independently-conducted 'omics' analyses have generated insights into the molecular factors modulating this association. However, significant questions remain about the nature of the interactions between these archaea. METHODS: We jointly analyzed multiple levels of omics datasets obtained from published, independent transcriptomics, proteomics, and metabolomics analyses. DAVID identified functionally-related groups enriched when I. hospitalis is grown alone or in co-culture with N. equitans. Enriched molecular pathways were subsequently visualized using interaction maps generated using STRING. RESULTS: Key findings of our multi-level omics analysis indicated that I. hospitalis provides precursors to N. equitans for energy metabolism. Analysis indicated an overall reduction in diversity of metabolic precursors in the I. hospitalis-N. equitans co-culture, which has been connected to the differential use of ribosomal subunits and was previously unnoticed. We also identified differences in precursors linked to amino acid metabolism, NADH metabolism, and carbon fixation, providing new insights into the metabolic adaptions of I. hospitalis enabling the growth of N. equitans. CONCLUSIONS: This multi-omics analysis builds upon previously identified cellular patterns while offering new insights into mechanisms that enable the I. hospitalis-N. equitans association. GENERAL SIGNIFICANCE: Our study applies statistical and visualization techniques to a mixed-source omics dataset to yield a more global insight into a complex system, that was not readily discernable from separate omics studies.
Authors: Timothy Hamerly; Brian P Tripet; Michelle Tigges; Richard J Giannone; Louie Wurch; Robert L Hettich; Mircea Podar; Valerie Copié; Brian Bothner Journal: Metabolomics Date: 2015-08-01 Impact factor: 4.290
Authors: Elizabeth Waters; Michael J Hohn; Ivan Ahel; David E Graham; Mark D Adams; Mary Barnstead; Karen Y Beeson; Lisa Bibbs; Randall Bolanos; Martin Keller; Keith Kretz; Xiaoying Lin; Eric Mathur; Jingwei Ni; Mircea Podar; Toby Richardson; Granger G Sutton; Melvin Simon; Dieter Soll; Karl O Stetter; Jay M Short; Michiel Noordewier Journal: Proc Natl Acad Sci U S A Date: 2003-10-17 Impact factor: 11.205
Authors: Richard J Giannone; Louie L Wurch; Thomas Heimerl; Stanton Martin; Zamin Yang; Harald Huber; Reinhard Rachel; Robert L Hettich; Mircea Podar Journal: ISME J Date: 2014-07-11 Impact factor: 10.302
Authors: Aarash Bordbar; Monica L Mo; Ernesto S Nakayasu; Alexandra C Schrimpe-Rutledge; Young-Mo Kim; Thomas O Metz; Marcus B Jones; Bryan C Frank; Richard D Smith; Scott N Peterson; Daniel R Hyduke; Joshua N Adkins; Bernhard O Palsson Journal: Mol Syst Biol Date: 2012-06-26 Impact factor: 11.429
Authors: Ana Elena Pérez-Cobas; María José Gosalbes; Anette Friedrichs; Henrik Knecht; Alejandro Artacho; Kathleen Eismann; Wolfgang Otto; David Rojo; Rafael Bargiela; Martin von Bergen; Sven C Neulinger; Carolin Däumer; Femke-Anouska Heinsen; Amparo Latorre; Coral Barbas; Jana Seifert; Vitor Martins dos Santos; Stephan J Ott; Manuel Ferrer; Andrés Moya Journal: Gut Date: 2012-12-12 Impact factor: 23.059
Authors: Louie Wurch; Richard J Giannone; Bernard S Belisle; Carolyn Swift; Sagar Utturkar; Robert L Hettich; Anna-Louise Reysenbach; Mircea Podar Journal: Nat Commun Date: 2016-07-05 Impact factor: 14.919
Authors: Jessica K Jarett; Stephen Nayfach; Mircea Podar; William Inskeep; Natalia N Ivanova; Jacob Munson-McGee; Frederik Schulz; Mark Young; Zackary J Jay; Jacob P Beam; Nikos C Kyrpides; Rex R Malmstrom; Ramunas Stepanauskas; Tanja Woyke Journal: Microbiome Date: 2018-09-17 Impact factor: 14.650