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Zhang Y, Palma CSD, Chen Z, Zarazúa-Osorio B, Fujita M, Igoshin OA. Biophysical modeling reveals the transcriptional regulatory mechanism of Spo0A, the master regulator in starving Bacillus subtilis. mSystems 2025; 10:e0007225. [PMID: 40298394 PMCID: PMC12090719 DOI: 10.1128/msystems.00072-25] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2025] [Accepted: 04/02/2025] [Indexed: 04/30/2025] Open
Abstract
In starving Bacillus subtilis bacteria, the initiation of two survival programs-biofilm formation and sporulation-is controlled by the same phosphorylated master regulator, Spo0A~P. Its gene, spo0A, is transcribed from two promoters, Pv and Ps, that are, respectively, regulated by RNA polymerase (RNAP) holoenzymes bearing σA and σH. Notably, transcription is directly autoregulated by Spo0A~P binding sites known as 0A1, 0A2, and 0A3 box, located in between the two promoters. It remains unclear whether, at the onset of starvation, these boxes activate or repress spo0A expression, and whether the Spo0A~P transcriptional feedback plays a role in the increase in spo0A expression. Based on the experimental data of the promoter activities under systematic perturbation of the promoter architecture, we developed a biophysical model of transcriptional regulation of spo0A by Spo0A~P binding to each of the 0A boxes. The model predicts that Spo0A~P binding to its boxes does not affect the RNAP recruitment to the promoters but instead affects the transcriptional initiation rate. Moreover, the effects of Spo0A~P binding to 0A boxes are mainly repressive and saturated early at the onset of starvation. Therefore, the increase in spo0A expression is mainly driven by the increase in RNAP holoenzyme levels. Additionally, we reveal that Spo0A~P affinity to 0A boxes is strongest at 0A3 and weakest at 0A2 and that there are attractive forces between the occupied 0A boxes. Our findings, in addition to clarifying how the sporulation master regulator is controlled, offer a framework to predict regulatory outcomes of complex gene-regulatory mechanisms. IMPORTANCE Cell differentiation is often critical for survival. In bacteria, differentiation decisions are controlled by transcriptional master regulators under transcriptional feedback control. Therefore, understanding how master regulators are transcriptionally regulated is required to understand differentiation. However, in many cases, the underlying regulation is complex, with multiple transcription factor binding sites and multiple promoters, making it challenging to dissect the exact mechanisms. Here, we address this problem for the Bacillus subtilis master regulator Spo0A. Using a biophysical model, we quantitatively characterize the effect of individual transcription factor binding sites on each spo0A promoter. Furthermore, the model allows us to identify the specific transcription step that is affected by transcription factor binding. Such a model is promising for the quantitative study of a wide range of master regulators involved in transcriptional feedback.
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Affiliation(s)
- Yujia Zhang
- Department of Bioengineering, Rice University, Houston, Texas, USA
| | | | - Zhuo Chen
- Department of Bioengineering, Rice University, Houston, Texas, USA
| | | | - Masaya Fujita
- Department of Biology and Biochemistry, University of Houston, Houston, Texas, USA
| | - Oleg A. Igoshin
- Department of Bioengineering, Rice University, Houston, Texas, USA
- Departments of Chemistry and of Biosciences, Center for Theoretical Biological Physics, and Rice Synthetic Biology Institute, Rice University, Houston, Texas, USA
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Zarazúa-Osorio B, Srivastava P, Marathe A, Zahid SH, Fujita M. Autoregulation of the Master Regulator Spo0A Controls Cell-Fate Decisions in Bacillus subtilis. Mol Microbiol 2025; 123:305-329. [PMID: 39812382 DOI: 10.1111/mmi.15341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Revised: 12/30/2024] [Accepted: 01/02/2025] [Indexed: 01/16/2025]
Abstract
Spo0A in Bacillus subtilis is activated by phosphorylation (Spo0A~P) upon starvation and differentially controls a set of genes involved in biofilm formation and sporulation. The spo0A gene is transcribed by two distinct promoters, a σA-recognized upstream promoter Pv during growth, and a σH-recognized downstream promoter Ps during starvation, and appears to be autoregulated by four Spo0A~P binding sites (0A1-4 boxes) localized between two promoters. However, the autoregulatory mechanisms and their impact on differentiation remain elusive. Here, we determined the relative affinity of Spo0A~P for each 0A box and dissected each promoter in combination with the systematic 0A box mutations. The data revealed that (1) the Pv and Ps promoters are on and off, respectively, under nutrient-rich conditions without Spo0A~P, (2) the Ps promoter is activated by first 0A3 and then 0A1 during early starvation with low Spo0A~P, (3) during later starvation with high Spo0A~P, the Pv promoter is repressed by first 0A1 and then 0A2 and 0A4, and (4) during prolonged starvation, both promoters are silenced by all 0A boxes with very high Spo0A~P. Our results indicate that the autoregulation of spo0A is one of the key determinants to achieve a developmental increase in Spo0A~P, leading to a temporal window for entry into biofilm formation or sporulation.
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Affiliation(s)
| | - Priyanka Srivastava
- Department of Biology and Biochemistry, University of Houston, Houston, Texas, USA
| | - Anuradha Marathe
- Department of Biology and Biochemistry, University of Houston, Houston, Texas, USA
| | - Syeda Hira Zahid
- Department of Biology and Biochemistry, University of Houston, Houston, Texas, USA
| | - Masaya Fujita
- Department of Biology and Biochemistry, University of Houston, Houston, Texas, USA
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Fernandez M, Callegari EA, Paez MD, González PS, Agostini E. Proteomic analysis to unravel the biochemical mechanisms triggered by Bacillus toyonensis SFC 500-1E under chromium(VI) and phenol stress. Biometals 2023; 36:1081-1108. [PMID: 37209221 DOI: 10.1007/s10534-023-00506-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 04/24/2023] [Indexed: 05/22/2023]
Abstract
Bacillus toyonensis SFC 500-1E is a member of the consortium SFC 500-1 able to remove Cr(VI) and simultaneously tolerate high phenol concentrations. In order to elucidate mechanisms utilized by this strain during the bioremediation process, the differential expression pattern of proteins was analyzed when it grew with or without Cr(VI) (10 mg/L) and Cr(VI) + phenol (10 and 300 mg/L), through two complementary proteomic approaches: gel-based (Gel-LC) and gel-free (shotgun) nanoUHPLC-ESI-MS/MS. A total of 400 differentially expressed proteins were identified, out of which 152 proteins were down-regulated under Cr(VI) and 205 up-regulated in the presence of Cr(VI) + phenol, suggesting the extra effort made by the strain to adapt itself and keep growing when phenol was also added. The major metabolic pathways affected include carbohydrate and energetic metabolism, followed by lipid and amino acid metabolism. Particularly interesting were also ABC transporters and the iron-siderophore transporter as well as transcriptional regulators that can bind metals. Stress-associated global response involving the expression of thioredoxins, SOS response, and chaperones appears to be crucial for the survival of this strain under treatment with both contaminants. This research not only provided a deeper understanding of B. toyonensis SFC 500-1E metabolic role in Cr(VI) and phenol bioremediation process but also allowed us to complete an overview of the consortium SFC 500-1 behavior. This may contribute to an improvement in its use as a bioremediation strategy and also provides a baseline for further research.
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Affiliation(s)
- Marilina Fernandez
- Departamento de Biología Molecular, FCEFQyN, Universidad Nacional de Río Cuarto (UNRC), Ruta 36 Km 601, CP 5800, Río Cuarto, Córdoba, Argentina.
- CONICET, Instituto de Biotecnología Ambiental y Salud (INBIAS), Río Cuarto, Córdoba, Argentina.
| | - Eduardo A Callegari
- Division of Basic Biomedical Sciences Sanford School of Medicine, University of South Dakota, Vermillion, SD, USA
| | - María D Paez
- Division of Basic Biomedical Sciences Sanford School of Medicine, University of South Dakota, Vermillion, SD, USA
| | - Paola S González
- Departamento de Biología Molecular, FCEFQyN, Universidad Nacional de Río Cuarto (UNRC), Ruta 36 Km 601, CP 5800, Río Cuarto, Córdoba, Argentina
- CONICET, Instituto de Biotecnología Ambiental y Salud (INBIAS), Río Cuarto, Córdoba, Argentina
| | - Elizabeth Agostini
- Departamento de Biología Molecular, FCEFQyN, Universidad Nacional de Río Cuarto (UNRC), Ruta 36 Km 601, CP 5800, Río Cuarto, Córdoba, Argentina
- CONICET, Instituto de Biotecnología Ambiental y Salud (INBIAS), Río Cuarto, Córdoba, Argentina
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Arjes HA, Gui H, Porter R, Atolia E, Peters JM, Gross C, Kearns DB, Huang KC. Fatty Acid Synthesis Knockdown Promotes Biofilm Wrinkling and Inhibits Sporulation in Bacillus subtilis. mBio 2022; 13:e0138822. [PMID: 36069446 PMCID: PMC9600695 DOI: 10.1128/mbio.01388-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 08/05/2022] [Indexed: 02/05/2023] Open
Abstract
Many bacterial species typically live in complex three-dimensional biofilms, yet much remains unknown about differences in essential processes between nonbiofilm and biofilm lifestyles. Here, we created a CRISPR interference (CRISPRi) library of knockdown strains covering all known essential genes in the biofilm-forming Bacillus subtilis strain NCIB 3610 and investigated growth, biofilm colony wrinkling, and sporulation phenotypes of the knockdown library. First, we showed that gene essentiality is largely conserved between liquid and surface growth and between two media. Second, we quantified biofilm colony wrinkling using a custom image analysis algorithm and found that fatty acid synthesis and DNA gyrase knockdown strains exhibited increased wrinkling independent of biofilm matrix gene expression. Third, we designed a high-throughput screen to quantify sporulation efficiency after essential gene knockdown; we found that partial knockdowns of essential genes remained competent for sporulation in a sporulation-inducing medium, but knockdown of essential genes involved in fatty acid synthesis exhibited reduced sporulation efficiency in LB, a medium with generally lower levels of sporulation. We conclude that a subset of essential genes are particularly important for biofilm structure and sporulation/germination and suggest a previously unappreciated and multifaceted role for fatty acid synthesis in bacterial lifestyles and developmental processes. IMPORTANCE For many bacteria, life typically involves growth in dense, three-dimensional communities called biofilms that contain cells with differentiated roles held together by extracellular matrix. To examine how essential gene function varies between vegetative growth and the developmental states of biofilm formation and sporulation, we created and screened a comprehensive library of strains using CRISPRi to knockdown expression of each essential gene in the biofilm-capable Bacillus subtilis strain 3610. High-throughput assays and computational algorithms identified a subset of essential genes involved in biofilm wrinkling and sporulation and indicated that fatty acid synthesis plays important and multifaceted roles in bacterial development.
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Affiliation(s)
- Heidi A. Arjes
- Department of Bioengineering, Stanford University School of Medicine, Stanford, California, USA
| | - Haiwen Gui
- Department of Bioengineering, Stanford University School of Medicine, Stanford, California, USA
| | - Rachel Porter
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, California, USA
| | - Esha Atolia
- Department of Bioengineering, Stanford University School of Medicine, Stanford, California, USA
| | - Jason M. Peters
- Pharmaceutical Sciences Division, School of Pharmacy, University of Wisconsin—Madison, Madison, Wisconsin, USA
- Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin—Madison, Madison, Wisconsin, USA
- Department of Bacteriology, University of Wisconsin—Madison, Madison, Wisconsin, USA
- Department of Medical Microbiology and Immunology, University of Wisconsin—Madison, Madison, Wisconsin, USA
| | - Carol Gross
- Department of Microbiology and Immunology, University of California San Francisco, San Francisco, California, USA
- Department of Cell and Tissue Biology, University of California San Francisco, San Francisco, California, USA
| | - Daniel B. Kearns
- Department of Biology, Indiana University, Bloomington, Indiana, USA
| | - Kerwyn Casey Huang
- Department of Bioengineering, Stanford University School of Medicine, Stanford, California, USA
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California, USA
- Chan Zuckerberg Biohub, San Francisco, California, USA
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van Tilburg AY, Warmer P, van Heel AJ, Sauer U, Kuipers OP. Membrane composition and organization of Bacillus subtilis 168 and its genome-reduced derivative miniBacillus PG10. Microb Biotechnol 2021; 15:1633-1651. [PMID: 34856064 PMCID: PMC9049611 DOI: 10.1111/1751-7915.13978] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 10/13/2021] [Accepted: 11/14/2021] [Indexed: 11/30/2022] Open
Abstract
A form of lateral membrane compartmentalization in bacteria is represented by functional membrane microdomains (FMMs). FMMs are important for various cellular processes and offer application possibilities in microbial biotechnology. We designed a lipidomics method to directly measure relative abundances of lipids in detergent‐resistant and detergent‐sensitive membrane fractions of the model bacterium Bacillus subtilis 168 and the biotechnologically attractive miniBacillus PG10 strain. Our study supports previous work suggesting that cardiolipin and prenol lipids are enriched in FMMs of B. subtilis. Additionally, structural analysis of acyl chains of major phospholipids indicated that FMMs display increased order and thickness compared with the surrounding bilayer. Despite the 36% genome reduction, membrane and FMM integrity are largely preserved in miniBacillus PG10, as supported by analysis of membrane fluidity, flotillin distribution and gene expression data. The novel insights in FMM architecture reported here will contribute to further explore the biological significance of FMMs and the means by which FMMs can be exploited as heterologous production platforms. Moreover, our lipidomics method enables comparative FMM lipid profiling between different bacteria.
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Affiliation(s)
- Amanda Y van Tilburg
- Department of Molecular Genetics, University of Groningen, Groningen, The Netherlands
| | - Philipp Warmer
- Institute of Molecular Systems Biology, ETH Zürich, Zürich, Switzerland.,Life Science Zürich PhD Program on Systems Biology, Zürich, Switzerland
| | - Auke J van Heel
- Department of Molecular Genetics, University of Groningen, Groningen, The Netherlands
| | - Uwe Sauer
- Institute of Molecular Systems Biology, ETH Zürich, Zürich, Switzerland
| | - Oscar P Kuipers
- Department of Molecular Genetics, University of Groningen, Groningen, The Netherlands
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Wang M, Yu H, Li X, Shen Z. Single-gene regulated non-spore-forming Bacillus subtilis: Construction, transcriptome responses, and applications for producing enzymes and surfactin. Metab Eng 2020; 62:235-248. [DOI: 10.1016/j.ymben.2020.08.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2020] [Revised: 08/12/2020] [Accepted: 08/12/2020] [Indexed: 01/01/2023]
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Sadiq FA, Flint S, Sakandar HA, He G. Molecular regulation of adhesion and biofilm formation in high and low biofilm producers of Bacillus licheniformis using RNA-Seq. BIOFOULING 2019; 35:143-158. [PMID: 30884970 DOI: 10.1080/08927014.2019.1575960] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Revised: 01/14/2019] [Accepted: 01/22/2019] [Indexed: 06/09/2023]
Abstract
RNA sequencing was used to reveal transcriptional changes during the motile-to-sessile switch in high and low biofilm-forming dairy strains of B. licheniformis isolated from Chinese milk powders. A significant part of the whole gene content was affected during this transition in both strains. In terms of the Kyoto Encyclopedia of Genes and Genomes (KEGG) database, seven metabolic pathways were significantly downregulated in the planktonic state compared to the biofilm state in both strains. Lipid and sugar metabolism seemed to play an important role in matrix production. Several genes involved in adhesion, matrix production and the matrix coating were either absent or less expressed in the biofilm state of the low biofilm producer compared to the high biofilm producer. Genes related to sporulation and the production of extracellular polymeric substances were concomitantly expressed in the biofilm state of both strains. These comprehensive insights will be helpful for future research into mechanisms and targets.
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Affiliation(s)
- Faizan Ahmed Sadiq
- a School of Food Science and Technology , Jiangnan University , Wuxi , PR China
- b College of Biosystems Engineering and Food Science , Zhejiang University , Hangzhou , PR China
| | - Steve Flint
- c School of Food and Nutrition , Massey University , Private Bag 11 222 , Palmerston North , New Zealand
| | - Hafiz Arbab Sakandar
- a School of Food Science and Technology , Jiangnan University , Wuxi , PR China
- d Faculty of Biological Sciences , Quaid-i-Azam University , Islamabad , Pakistan
| | - GuoQing He
- b College of Biosystems Engineering and Food Science , Zhejiang University , Hangzhou , PR China
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