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Taboada-Castro H, Gil J, Gómez-Caudillo L, Escorcia-Rodríguez JM, Freyre-González JA, Encarnación-Guevara S. Rhizobium etli CFN42 proteomes showed isoenzymes in free-living and symbiosis with a different transcriptional regulation inferred from a transcriptional regulatory network. Front Microbiol 2022; 13:947678. [PMID: 36312930 PMCID: PMC9611204 DOI: 10.3389/fmicb.2022.947678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 09/05/2022] [Indexed: 11/13/2022] Open
Abstract
A comparative proteomic study at 6 h of growth in minimal medium (MM) and bacteroids at 18 days of symbiosis of Rhizobium etli CFN42 with the Phaseolus vulgaris leguminous plant was performed. A gene ontology classification of proteins in MM and bacteroid, showed 31 and 10 pathways with higher or equal than 30 and 20% of proteins with respect to genome content per pathway, respectively. These pathways were for energy and environmental compound metabolism, contributing to understand how Rhizobium is adapted to the different conditions. Metabolic maps based on orthology of the protein profiles, showed 101 and 74 functional homologous proteins in the MM and bacteroid profiles, respectively, which were grouped in 34 different isoenzymes showing a great impact in metabolism by covering 60 metabolic pathways in MM and symbiosis. Taking advantage of co-expression of transcriptional regulators (TF’s) in the profiles, by selection of genes whose matrices were clustered with matrices of TF’s, Transcriptional Regulatory networks (TRN´s) were deduced by the first time for these metabolic stages. In these clustered TF-MM and clustered TF-bacteroid networks, containing 654 and 246 proteins, including 93 and 46 TFs, respectively, showing valuable information of the TF’s and their regulated genes with high stringency. Isoenzymes were specific for adaptation to the different conditions and a different transcriptional regulation for MM and bacteroid was deduced. The parameters of the TRNs of these expected biological networks and biological networks of E. coli and B. subtilis segregate from the random theoretical networks. These are useful data to design experiments on TF gene–target relationships for bases to construct a TRN.
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Affiliation(s)
- Hermenegildo Taboada-Castro
- Proteomics Laboratory, Program of Functional Genomics of Prokaryotes, Center for Genomic Sciences, National Autonomous University of Mexico, Cuernavaca, Morelos, Mexico
| | - Jeovanis Gil
- Division of Oncology, Section for Clinical Chemistry, Department of Translational Medicine, Lund University, Lund, Sweden
| | - Leopoldo Gómez-Caudillo
- Proteomics Laboratory, Program of Functional Genomics of Prokaryotes, Center for Genomic Sciences, National Autonomous University of Mexico, Cuernavaca, Morelos, Mexico
| | - Juan Miguel Escorcia-Rodríguez
- Regulatory Systems Biology Research Group, Program of Systems Biology, Center for Genomic Sciences, National Autonomous University of Mexico, Mexico City, Mexico
| | - Julio Augusto Freyre-González
- Regulatory Systems Biology Research Group, Program of Systems Biology, Center for Genomic Sciences, National Autonomous University of Mexico, Mexico City, Mexico
| | - Sergio Encarnación-Guevara
- Proteomics Laboratory, Program of Functional Genomics of Prokaryotes, Center for Genomic Sciences, National Autonomous University of Mexico, Cuernavaca, Morelos, Mexico
- *Correspondence: Sergio Encarnacion Guevara,
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Ho MCW, Quintero-Cadena P, Sternberg PW. Genome-wide discovery of active regulatory elements and transcription factor footprints in Caenorhabditis elegans using DNase-seq. Genome Res 2017; 27:2108-2119. [PMID: 29074739 PMCID: PMC5741056 DOI: 10.1101/gr.223735.117] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Accepted: 10/18/2017] [Indexed: 12/23/2022]
Abstract
Deep sequencing of size-selected DNase I–treated chromatin (DNase-seq) allows high-resolution measurement of chromatin accessibility to DNase I cleavage, permitting identification of de novo active cis-regulatory modules (CRMs) and individual transcription factor (TF) binding sites. We adapted DNase-seq to nuclei isolated from C. elegans embryos and L1 arrest larvae to generate high-resolution maps of TF binding. Over half of embryonic DNase I hypersensitive sites (DHSs) were annotated as noncoding, with 24% in intergenic, 12% in promoters, and 28% in introns, with similar statistics observed in L1 arrest larvae. Noncoding DHSs are highly conserved and enriched in marks of enhancer activity and transcription. We validated noncoding DHSs against known enhancers from myo-2, myo-3, hlh-1, elt-2, and lin-26/lir-1 and recapitulated 15 of 17 known enhancers. We then mined DNase-seq data to identify putative active CRMs and TF footprints. Using DNase-seq data improved predictions of tissue-specific expression compared with motifs alone. In a pilot functional test, 10 of 15 DHSs from pha-4, icl-1, and ceh-13 drove reporter gene expression in transgenic C. elegans. Overall, we provide experimental annotation of 26,644 putative CRMs in the embryo containing 55,890 TF footprints, as well as 15,841 putative CRMs in the L1 arrest larvae containing 32,685 TF footprints.
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Affiliation(s)
- Margaret C W Ho
- Division of Biology and Bioengineering, Howard Hughes Medical Institute, California Institute of Technology, Pasadena, California 91125, USA
| | - Porfirio Quintero-Cadena
- Division of Biology and Bioengineering, Howard Hughes Medical Institute, California Institute of Technology, Pasadena, California 91125, USA
| | - Paul W Sternberg
- Division of Biology and Bioengineering, Howard Hughes Medical Institute, California Institute of Technology, Pasadena, California 91125, USA
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Visvikis O, Ihuegbu N, Labed SA, Luhachack LG, Alves AMF, Wollenberg AC, Stuart LM, Stormo GD, Irazoqui JE. Innate host defense requires TFEB-mediated transcription of cytoprotective and antimicrobial genes. Immunity 2014; 40:896-909. [PMID: 24882217 DOI: 10.1016/j.immuni.2014.05.002] [Citation(s) in RCA: 225] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2013] [Accepted: 04/08/2014] [Indexed: 10/25/2022]
Abstract
Animal host defense against infection requires the expression of defense genes at the right place and the right time. Understanding such tight control of host defense requires the elucidation of the transcription factors involved. By using an unbiased approach in the model Caenorhabditis elegans, we discovered that HLH-30 (known as TFEB in mammals) is a key transcription factor for host defense. HLH-30 was activated shortly after Staphylococcus aureus infection, and drove the expression of close to 80% of the host response, including antimicrobial and autophagy genes that were essential for host tolerance of infection. TFEB was also rapidly activated in murine macrophages upon S. aureus infection and was required for proper transcriptional induction of several proinflammatory cytokines and chemokines. Thus, our data suggest that TFEB is a previously unappreciated, evolutionarily ancient transcription factor in the host response to infection.
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Affiliation(s)
- Orane Visvikis
- Laboratory of Comparative Immunology, Center for the Study of Inflammatory Bowel Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, USA
| | - Nnamdi Ihuegbu
- Department of Genetics, Center for Genome Sciences, Washington University Medical School, Saint Louis, Missouri 63118, USA
| | - Sid A Labed
- Laboratory of Comparative Immunology, Center for the Study of Inflammatory Bowel Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, USA
| | - Lyly G Luhachack
- Laboratory of Comparative Immunology, Center for the Study of Inflammatory Bowel Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, USA
| | - Anna-Maria F Alves
- Laboratory of Comparative Immunology, Center for the Study of Inflammatory Bowel Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, USA
| | - Amanda C Wollenberg
- Laboratory of Comparative Immunology, Center for the Study of Inflammatory Bowel Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, USA
| | - Lynda M Stuart
- Bill and Melinda Gates Foundation, Seattle, Washington 98109, USA
| | - Gary D Stormo
- Department of Genetics, Center for Genome Sciences, Washington University Medical School, Saint Louis, Missouri 63118, USA
| | - Javier E Irazoqui
- Laboratory of Comparative Immunology, Center for the Study of Inflammatory Bowel Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, USA
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Construction of non-invasively constitutive expression vectors using a metagenome-derived promoter for soluble expression of proteins. Bioprocess Biosyst Eng 2013; 36:667-76. [DOI: 10.1007/s00449-013-0890-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2012] [Accepted: 01/10/2013] [Indexed: 11/24/2022]
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