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Aquino P, Honda B, Jaini S, Lyubetskaya A, Hosur K, Chiu JG, Ekladious I, Hu D, Jin L, Sayeg MK, Stettner AI, Wang J, Wong BG, Wong WS, Alexander SL, Ba C, Bensussen SI, Bernstein DB, Braff D, Cha S, Cheng DI, Cho JH, Chou K, Chuang J, Gastler DE, Grasso DJ, Greifenberger JS, Guo C, Hawes AK, Israni DV, Jain SR, Kim J, Lei J, Li H, Li D, Li Q, Mancuso CP, Mao N, Masud SF, Meisel CL, Mi J, Nykyforchyn CS, Park M, Peterson HM, Ramirez AK, Reynolds DS, Rim NG, Saffie JC, Su H, Su WR, Su Y, Sun M, Thommes MM, Tu T, Varongchayakul N, Wagner TE, Weinberg BH, Yang R, Yaroslavsky A, Yoon C, Zhao Y, Zollinger AJ, Stringer AM, Foster JW, Wade J, Raman S, Broude N, Wong WW, Galagan JE. Coordinated regulation of acid resistance in Escherichia coli. BMC Syst Biol 2017; 11:1. [PMID: 28061857 PMCID: PMC5217608 DOI: 10.1186/s12918-016-0376-y] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/05/2016] [Accepted: 12/07/2016] [Indexed: 12/29/2022]
Abstract
Background Enteric Escherichia coli survives the highly acidic environment of the stomach through multiple acid resistance (AR) mechanisms. The most effective system, AR2, decarboxylates externally-derived glutamate to remove cytoplasmic protons and excrete GABA. The first described system, AR1, does not require an external amino acid. Its mechanism has not been determined. The regulation of the multiple AR systems and their coordination with broader cellular metabolism has not been fully explored. Results We utilized a combination of ChIP-Seq and gene expression analysis to experimentally map the regulatory interactions of four TFs: nac, ntrC, ompR, and csiR. Our data identified all previously in vivo confirmed direct interactions and revealed several others previously inferred from gene expression data. Our data demonstrate that nac and csiR directly modulate AR, and leads to a regulatory network model in which all four TFs participate in coordinating acid resistance, glutamate metabolism, and nitrogen metabolism. This model predicts a novel mechanism for AR1 by which the decarboxylation enzymes of AR2 are used with internally derived glutamate. This hypothesis makes several testable predictions that we confirmed experimentally. Conclusions Our data suggest that the regulatory network underlying AR is complex and deeply interconnected with the regulation of GABA and glutamate metabolism, nitrogen metabolism. These connections underlie and experimentally validated model of AR1 in which the decarboxylation enzymes of AR2 are used with internally derived glutamate. Electronic supplementary material The online version of this article (doi:10.1186/s12918-016-0376-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Patricia Aquino
- Department of Biomedical Engineering, Boston University, Boston, USA.,BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Brent Honda
- Department of Biomedical Engineering, Boston University, Boston, USA
| | - Suma Jaini
- Department of Biomedical Engineering, Boston University, Boston, USA
| | | | - Krutika Hosur
- Department of Biomedical Engineering, Boston University, Boston, USA.,BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Joanna G Chiu
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Iriny Ekladious
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Dongjian Hu
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Lin Jin
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Marianna K Sayeg
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Arion I Stettner
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Julia Wang
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Brandon G Wong
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Winnie S Wong
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | | | - Cong Ba
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Seth I Bensussen
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - David B Bernstein
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Dana Braff
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Susie Cha
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Daniel I Cheng
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Jang Hwan Cho
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Kenny Chou
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - James Chuang
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Daniel E Gastler
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Daniel J Grasso
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | | | - Chen Guo
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Anna K Hawes
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Divya V Israni
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Saloni R Jain
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Jessica Kim
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Junyu Lei
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Hao Li
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - David Li
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Qian Li
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | | | - Ning Mao
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Salwa F Masud
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Cari L Meisel
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Jing Mi
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | | | - Minhee Park
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Hannah M Peterson
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Alfred K Ramirez
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Daniel S Reynolds
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Nae Gyune Rim
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Jared C Saffie
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Hang Su
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Wendell R Su
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Yaqing Su
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Meng Sun
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Meghan M Thommes
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Tao Tu
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | | | - Tyler E Wagner
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | | | - Rouhui Yang
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | | | - Christine Yoon
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | - Yanyu Zhao
- BE605 Course, Biomedical Engineering, Boston University, Boston, USA
| | | | - Anne M Stringer
- Wadsworth Center, New York State Department of Health, Albany, NY, USA
| | - John W Foster
- Department of Microbiology and Immunology, University of South Alabama College of Medicine, Mobile, AL, 36688, USA
| | - Joseph Wade
- Wadsworth Center, New York State Department of Health, Albany, NY, USA.,Department of Biomedical Sciences, University at Albany, Albany, NY, USA
| | - Sahadaven Raman
- Department of Microbiology and Immunology, University of South Alabama College of Medicine, Mobile, AL, 36688, USA
| | - Natasha Broude
- Department of Biomedical Engineering, Boston University, Boston, USA
| | - Wilson W Wong
- Department of Biomedical Engineering, Boston University, Boston, USA
| | - James E Galagan
- Department of Biomedical Engineering, Boston University, Boston, USA. .,Bioinformatics program, Boston University, Boston, USA. .,National Emerging Infectious Diseases Laboratory, Boston University, Boston, USA.
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