1
|
Aevermann BD, Pickett BE, Kumar S, Klem EB, Agnihothram S, Askovich PS, Bankhead A, Bolles M, Carter V, Chang J, Clauss TRW, Dash P, Diercks AH, Eisfeld AJ, Ellis A, Fan S, Ferris MT, Gralinski LE, Green RR, Gritsenko MA, Hatta M, Heegel RA, Jacobs JM, Jeng S, Josset L, Kaiser SM, Kelly S, Law GL, Li C, Li J, Long C, Luna ML, Matzke M, McDermott J, Menachery V, Metz TO, Mitchell H, Monroe ME, Navarro G, Neumann G, Podyminogin RL, Purvine SO, Rosenberger CM, Sanders CJ, Schepmoes AA, Shukla AK, Sims A, Sova P, Tam VC, Tchitchek N, Thomas PG, Tilton SC, Totura A, Wang J, Webb-Robertson BJ, Wen J, Weiss JM, Yang F, Yount B, Zhang Q, McWeeney S, Smith RD, Waters KM, Kawaoka Y, Baric R, Aderem A, Katze MG, Scheuermann RH. A comprehensive collection of systems biology data characterizing the host response to viral infection. Sci Data 2014; 1:140033. [PMID: 25977790 PMCID: PMC4410982 DOI: 10.1038/sdata.2014.33] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2014] [Accepted: 08/15/2014] [Indexed: 12/13/2022] Open
Abstract
The Systems Biology for Infectious Diseases Research program was established by
the U.S. National Institute of Allergy and Infectious Diseases to investigate
host-pathogen interactions at a systems level. This program generated 47
transcriptomic and proteomic datasets from 30 studies that investigate
in vivo and in vitro host responses to
viral infections. Human pathogens in the Orthomyxoviridae and
Coronaviridae families, especially pandemic H1N1 and avian
H5N1 influenza A viruses and severe acute respiratory syndrome coronavirus
(SARS-CoV), were investigated. Study validation was demonstrated via
experimental quality control measures and meta-analysis of independent
experiments performed under similar conditions. Primary assay results are
archived at the GEO and PeptideAtlas public repositories, while processed
statistical results together with standardized metadata are publically available
at the Influenza Research Database (www.fludb.org) and the Virus Pathogen
Resource (www.viprbrc.org). By comparing data from mutant versus wild-type
virus and host strains, RNA versus protein differential expression, and
infection with genetically similar strains, these data can be used to further
investigate genetic and physiological determinants of host responses to viral
infection.
Collapse
Affiliation(s)
| | | | - Sanjeev Kumar
- Northrop Grumman Information Systems, Health IT , Rockville, MD 20850, USA
| | - Edward B Klem
- Northrop Grumman Information Systems, Health IT , Rockville, MD 20850, USA
| | - Sudhakar Agnihothram
- Department of Epidemiology, University of North Carolina at Chapel Hill , Chapel Hill, NC 27599-7400, USA
| | | | - Armand Bankhead
- Oregon Clinical & Translational Research Institute , Portland, Oregon 97239-3098, USA ; Division of Bioinformatics and Computational Biology, Department of Medical Informatics and Clinical Epidemiology, Oregon Health Sciences University , Portland, Oregon 97239-3098, USA
| | - Meagen Bolles
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill , Chapel Hill, North Carolina 27599-7290, USA
| | - Victoria Carter
- Department of Microbiology, University of Washington , Seattle, WA 98195, USA
| | - Jean Chang
- Department of Microbiology, University of Washington , Seattle, WA 98195, USA
| | - Therese R W Clauss
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Pradyot Dash
- Department of Immunology, St. Jude Children's Research Hospital , Memphis, TN 38105-3678, USA
| | - Alan H Diercks
- Seattle Biomedical Research Institute , Seattle, WA 98109, USA
| | - Amie J Eisfeld
- School of Veterinary Medicine, Department of Pathobiological Sciences, Influenza Research Institute, University of Wisconsin-Madison , Madison, WI 53706, USA
| | - Amy Ellis
- School of Veterinary Medicine, Department of Pathobiological Sciences, Influenza Research Institute, University of Wisconsin-Madison , Madison, WI 53706, USA
| | - Shufang Fan
- School of Veterinary Medicine, Department of Pathobiological Sciences, Influenza Research Institute, University of Wisconsin-Madison , Madison, WI 53706, USA
| | - Martin T Ferris
- Department of Genetics, University of North Carolina at Chapel Hill , Chapel Hill, NC 27599-7264, USA
| | - Lisa E Gralinski
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill , Chapel Hill, North Carolina 27599-7290, USA
| | - Richard R Green
- Department of Microbiology, University of Washington , Seattle, WA 98195, USA
| | - Marina A Gritsenko
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Masato Hatta
- School of Veterinary Medicine, Department of Pathobiological Sciences, Influenza Research Institute, University of Wisconsin-Madison , Madison, WI 53706, USA
| | - Robert A Heegel
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Jon M Jacobs
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Sophia Jeng
- Oregon Clinical & Translational Research Institute , Portland, Oregon 97239-3098, USA
| | - Laurence Josset
- Department of Microbiology, University of Washington , Seattle, WA 98195, USA
| | - Shari M Kaiser
- Seattle Biomedical Research Institute , Seattle, WA 98109, USA
| | - Sara Kelly
- Department of Microbiology, University of Washington , Seattle, WA 98195, USA
| | - G Lynn Law
- Department of Microbiology, University of Washington , Seattle, WA 98195, USA
| | - Chengjun Li
- Division of Animal influenza, Harbin Veterinary Research Institute, Chinese Academy of Agricultural Sciences , Harbin, Heilongjiang Province 150001, China
| | - Jiangning Li
- Seattle Biomedical Research Institute , Seattle, WA 98109, USA
| | - Casey Long
- Department of Epidemiology, University of North Carolina at Chapel Hill , Chapel Hill, NC 27599-7400, USA
| | - Maria L Luna
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Melissa Matzke
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Jason McDermott
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Vineet Menachery
- Department of Epidemiology, University of North Carolina at Chapel Hill , Chapel Hill, NC 27599-7400, USA
| | - Thomas O Metz
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Hugh Mitchell
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Matthew E Monroe
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Garnet Navarro
- Seattle Biomedical Research Institute , Seattle, WA 98109, USA
| | - Gabriele Neumann
- School of Veterinary Medicine, Department of Pathobiological Sciences, Influenza Research Institute, University of Wisconsin-Madison , Madison, WI 53706, USA
| | | | - Samuel O Purvine
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory , Richland, WA 99354, USA
| | | | - Catherine J Sanders
- Department of Immunology, St. Jude Children's Research Hospital , Memphis, TN 38105-3678, USA
| | - Athena A Schepmoes
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Anil K Shukla
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Amy Sims
- Department of Epidemiology, University of North Carolina at Chapel Hill , Chapel Hill, NC 27599-7400, USA
| | - Pavel Sova
- Department of Microbiology, University of Washington , Seattle, WA 98195, USA
| | - Vincent C Tam
- Seattle Biomedical Research Institute , Seattle, WA 98109, USA
| | - Nicolas Tchitchek
- Department of Microbiology, University of Washington , Seattle, WA 98195, USA
| | - Paul G Thomas
- Department of Immunology, St. Jude Children's Research Hospital , Memphis, TN 38105-3678, USA
| | - Susan C Tilton
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Allison Totura
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill , Chapel Hill, North Carolina 27599-7290, USA
| | - Jing Wang
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | | | - Ji Wen
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Jeffrey M Weiss
- Department of Microbiology, University of Washington , Seattle, WA 98195, USA
| | - Feng Yang
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Boyd Yount
- Department of Epidemiology, University of North Carolina at Chapel Hill , Chapel Hill, NC 27599-7400, USA
| | - Qibin Zhang
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Shannon McWeeney
- Oregon Clinical & Translational Research Institute , Portland, Oregon 97239-3098, USA ; Division of Bioinformatics and Computational Biology, Department of Medical Informatics and Clinical Epidemiology, Oregon Health Sciences University , Portland, Oregon 97239-3098, USA
| | - Richard D Smith
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Katrina M Waters
- Biological Sciences Division, Pacific Northwest National Laboratory , Richland, WA 99352, USA
| | - Yoshihiro Kawaoka
- School of Veterinary Medicine, Department of Pathobiological Sciences, Influenza Research Institute, University of Wisconsin-Madison , Madison, WI 53706, USA
| | - Ralph Baric
- Department of Epidemiology, University of North Carolina at Chapel Hill , Chapel Hill, NC 27599-7400, USA ; Department of Microbiology and Immunology, University of North Carolina at Chapel Hill , Chapel Hill, North Carolina 27599-7290, USA
| | - Alan Aderem
- Seattle Biomedical Research Institute , Seattle, WA 98109, USA
| | - Michael G Katze
- Department of Microbiology, University of Washington , Seattle, WA 98195, USA ; Washington National Primate Research Center, University of Washington , Seattle, WA 98195, USA
| | - Richard H Scheuermann
- J. Craig Venter Institute , La Jolla, CA 92037, USA ; Department of Pathology, University of California , San Diego, CA 92093, USA
| |
Collapse
|
2
|
Mitchell HD, Eisfeld AJ, Sims AC, McDermott JE, Matzke MM, Webb-Robertson BJM, Tilton SC, Tchitchek N, Josset L, Li C, Ellis AL, Chang JH, Heegel RA, Luna ML, Schepmoes AA, Shukla AK, Metz TO, Neumann G, Benecke AG, Smith RD, Baric RS, Kawaoka Y, Katze MG, Waters KM. A network integration approach to predict conserved regulators related to pathogenicity of influenza and SARS-CoV respiratory viruses. PLoS One 2013; 8:e69374. [PMID: 23935999 PMCID: PMC3723910 DOI: 10.1371/journal.pone.0069374] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2013] [Accepted: 06/07/2013] [Indexed: 12/02/2022] Open
Abstract
Respiratory infections stemming from influenza viruses and the Severe Acute Respiratory Syndrome corona virus (SARS-CoV) represent a serious public health threat as emerging pandemics. Despite efforts to identify the critical interactions of these viruses with host machinery, the key regulatory events that lead to disease pathology remain poorly targeted with therapeutics. Here we implement an integrated network interrogation approach, in which proteome and transcriptome datasets from infection of both viruses in human lung epithelial cells are utilized to predict regulatory genes involved in the host response. We take advantage of a novel “crowd-based” approach to identify and combine ranking metrics that isolate genes/proteins likely related to the pathogenicity of SARS-CoV and influenza virus. Subsequently, a multivariate regression model is used to compare predicted lung epithelial regulatory influences with data derived from other respiratory virus infection models. We predicted a small set of regulatory factors with conserved behavior for consideration as important components of viral pathogenesis that might also serve as therapeutic targets for intervention. Our results demonstrate the utility of integrating diverse ‘omic datasets to predict and prioritize regulatory features conserved across multiple pathogen infection models.
Collapse
Affiliation(s)
- Hugh D. Mitchell
- Computational Sciences and Mathematics Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
- * E-mail:
| | - Amie J. Eisfeld
- Department of Pathobiological Sciences, Influenza Research Institute, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Amy C. Sims
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Jason E. McDermott
- Computational Sciences and Mathematics Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Melissa M. Matzke
- Computational Sciences and Mathematics Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Bobbi-Jo M. Webb-Robertson
- Computational Sciences and Mathematics Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Susan C. Tilton
- Computational Sciences and Mathematics Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Nicolas Tchitchek
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
| | - Laurence Josset
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
| | - Chengjun Li
- Department of Pathobiological Sciences, Influenza Research Institute, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Amy L. Ellis
- Department of Pathobiological Sciences, Influenza Research Institute, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Jean H. Chang
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
| | - Robert A. Heegel
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Maria L. Luna
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Athena A. Schepmoes
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Anil K. Shukla
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Thomas O. Metz
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Gabriele Neumann
- Department of Pathobiological Sciences, Influenza Research Institute, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Arndt G. Benecke
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
- Université Pierre et Marie Curie, Centre National de la Recherche Scientifique UMR7224, Paris, France
| | - Richard D. Smith
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Ralph S. Baric
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Yoshihiro Kawaoka
- Department of Pathobiological Sciences, Influenza Research Institute, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
- Division of Virology, Department of Microbiology and Immunology, Institute of Medical Science, University of Tokyo, Tokyo, Japan
- Department of Special Pathogens, International Research Center for Infectious Diseases, Institute of Medical Science, University of Tokyo, Tokyo, Japan
- ERATO Infection-Induced Host Responses Project, Saitama, Japan
| | - Michael G. Katze
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
- Washington National Primate Research Center, University of Washington, Seattle, Washington, United States of America
| | - Katrina M. Waters
- Computational Sciences and Mathematics Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| |
Collapse
|