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Gan T, Liu Y, Qiao Y, Dong Y, Feng J, Chen X, Zhu L. Translation regulation in Bacillus subtilis and its applications in heterologous protein expression: A review. Int J Biol Macromol 2025; 311:143653. [PMID: 40311986 DOI: 10.1016/j.ijbiomac.2025.143653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2025] [Revised: 04/11/2025] [Accepted: 04/28/2025] [Indexed: 05/03/2025]
Abstract
Bacillus subtilis is widely used for industrial enzyme production due to its food safety and good capability of protein synthesis and secretion. However, the production of heterologous proteins is often inefficient, partly due to poor compatibility and versatility of genetic elements in B. subtilis. Recent study shows that transcription and translation is uncoupled in B. subtilis, which is quite different from general knowledge about the transcription-translation coupling mechanism in bacteria. The uncoupling mechanism in B. subtilis shows that the transcription rate is much faster than translation rate. Therefore, the translation regulation will play an important role in highly-effective synthesis of heterologous protein. To better understanding the different regulation strategies at the translation level in B. subtilis, this review will summarize the translation process in B. subtilis cell and its regulatory mechanisms as well as the differences in comparison to other bacteria. Besides, the genetic engineering strategies for engineering the translation regulatory elements are also summarized.
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Affiliation(s)
- Tian Gan
- Institute of Fermentation Engineering, Zhejiang University of Technology, Hangzhou 310014, China; College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, China
| | - Yidi Liu
- Institute of Fermentation Engineering, Zhejiang University of Technology, Hangzhou 310014, China; College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, China
| | - Ying Qiao
- Institute of Fermentation Engineering, Zhejiang University of Technology, Hangzhou 310014, China; College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, China
| | - Yangyang Dong
- Institute of Fermentation Engineering, Zhejiang University of Technology, Hangzhou 310014, China; College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, China
| | - Jiacheng Feng
- Institute of Fermentation Engineering, Zhejiang University of Technology, Hangzhou 310014, China; College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, China
| | - Xiaolong Chen
- Institute of Fermentation Engineering, Zhejiang University of Technology, Hangzhou 310014, China; College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, China.
| | - Linjiang Zhu
- Institute of Fermentation Engineering, Zhejiang University of Technology, Hangzhou 310014, China; College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, China.
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Gagneja S, Capalash N, Sharma P. Whole genome sequence analysis of an environmental isolate Bacillus subtilis K3C: Genome plasticity and acquisition of hyaluronic acid capsule traits through horizontal multigene transfer. Int J Biol Macromol 2025; 316:144696. [PMID: 40436163 DOI: 10.1016/j.ijbiomac.2025.144696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2025] [Revised: 05/21/2025] [Accepted: 05/25/2025] [Indexed: 06/02/2025]
Abstract
B. subtilis K3C was isolated from an environmental sample. Genomic analysis revealed that the GRAS strain harbors a circular chromosome of 4,120,051 bp composed of 4361 protein coding sequences with a GC content of 43.4 %, 80 tRNA, and 3 rRNA genes. Two regions containing complete assembly of prophages encoded by 83 prophage genes were present suggesting the role of bacteriophage infection in evolutionary accumulation of strain-specific genes contributing towards strain diversification. Strong recombination, repair, transfer and competence systems were identified, suggesting their role in strain fitness and evolutionary process. Pan-genomic analysis revealed 3824 protein homologs as the bacterial core genome shared among different strains and 390 singletons in the pan-genome orthologous groups. The hyaluronic acid capsule trait in the isolate seems to be acquired through selective pressure to adapt in environmentally stressed niches. Phyloproteomic analysis showed that the acquired genes responsible for HA production were phylogenetically closer to Streptococcal clade, evidencing the role of horizontal gene transfer. The bacterial genome showed the presence of multiple HA genes translating HasB and HasC proteins suggesting gene dosage in the strain. However, no gene rearrangement events seem to have taken course as the HA genes were integrated in different contigs of the genome.
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Affiliation(s)
- Simran Gagneja
- Department of Microbiology, Panjab University, Chandigarh, India
| | - Neena Capalash
- Department of Biotechnology, Panjab University, Chandigarh, India
| | - Prince Sharma
- Department of Microbiology, Panjab University, Chandigarh, India.
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Müller GA. The Transformation Experiment of Frederick Griffith II: Inclusion of Cellular Heredity for the Creation of Novel Microorganisms. Bioengineering (Basel) 2025; 12:532. [PMID: 40428151 PMCID: PMC12109375 DOI: 10.3390/bioengineering12050532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2025] [Revised: 05/05/2025] [Accepted: 05/07/2025] [Indexed: 05/29/2025] Open
Abstract
So far, synthetic biology approaches for the construction of artificial microorganisms have fostered the transformation of acceptor cells with genomes from donor cells. However, this strategy seems to be limited to closely related bacterial species only, due to the need for a "fit" between donor and acceptor proteomes and structures. "Fitting" of cellular regulation of metabolite fluxes and turnover between donor and acceptor cells, i.e. cybernetic heredity, may be even more difficult to achieve. The bacterial transformation experiment design 1.0, as introduced by Frederick Griffith almost one century ago, may support integration of DNA, macromolecular, topological, cybernetic and cellular heredity: (i) attenuation of donor Pneumococci of (S) serotype fosters release of DNA, and hypothetically of non-DNA structures compatible with subsequent transfer to and transformation of acceptor Pneumococci from (R) to (S) serotype; (ii) use of intact donor cells rather than of subcellular or purified fractions may guarantee maximal diversity of the structural and cybernetic matter and information transferred; (iii) "Blending" or mixing and fusion of donor and acceptor Pneumococci may occur under accompanying transfer of metabolites and regulatory circuits. A Griffith transformation experiment design 2.0 is suggested, which may enable efficient exchange of DNA as well as non-DNA structural and cybernetic matter and information, leading to unicellular hybrid microorganisms with large morphological/metabolic phenotypic differences and major features compared to predeceding cells. The prerequisites of horizontal gene and somatic cell nuclear transfer, the molecular mechanism of transformation, the machineries for the biogenesis of bacterial cytoskeleton, micelle-like complexes and membrane landscapes are briefly reviewed on the basis of underlying conceptions, ranging from Darwin's "gemmules" to "stirps", cytoplasmic and "plasmon" inheritance, "rhizene agency", "communicology", "transdisciplinary membranology" to up to Kirschner's "facilitated variation".
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Affiliation(s)
- Günter A. Müller
- Biology and Technology Studies Institute Munich (BITSIM), 80939 Munich, Germany; ; Tel.: +49-151-25216987
- Institute of Media Sociology, Department of Cultural Sciences, University of Paderborn, 33104 Paderborn, Germany
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Pan K, Chen J, Li H, Xu S, Wang J, Yan X, Zhao Y, Jiang H, Khan A, Tahir Khan M, Powell CA, Wen R, Zhang M. Genomic and metabolomic insights into the biocontrol potential of Bacillus velezensis ZHR0 against sugarcane smut. Front Microbiol 2025; 16:1582763. [PMID: 40432970 PMCID: PMC12106456 DOI: 10.3389/fmicb.2025.1582763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2025] [Accepted: 04/22/2025] [Indexed: 05/29/2025] Open
Abstract
Sugarcane smut, caused by Sporisorium scitamineum, is a major disease threatening global sugarcane production. Biological control agents (BCAs) offer environmentally sustainable alternatives to chemical fungicides, with Bacillus velezensis recognized for its broad-spectrum antifungal properties. In this study, B. velezensis ZHR0 was isolated from sugarcane leaves and evaluated for its antifungal activity through in vitro dual-culture assays and in vivo greenhouse trials. Field application of a ZHR0-based biofertilizer achieved a maximum disease control efficiency of 43.86%. Whole-genome sequencing revealed a 4.04 Mb genome with a GC content of 46.48%, encoding 4,150 genes, including multiple biosynthetic gene clusters (BGCs) associated with secondary metabolite production. In vitro assays showed that ZHR0 inhibited the growth of S. scitamineum by 53.20% and reduced disease incidence in sugarcane seedlings by 45.74%. Notably, BGCs for iturin, fengycin, surfactin, and difficidin were identified, and liquid chromatography-mass spectrometry (LC-MS) confirmed the production of iturin, supporting its role in antifungal activity. These findings demonstrate the biocontrol potential of B. velezensis ZHR0 against sugarcane smut and provide integrated genomic and metabolomic evidence for its application as a sustainable biocontrol agent in sugarcane cultivation.
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Affiliation(s)
- Kaiyuan Pan
- Guangxi Key Laboratory of Sugarcane Biology and College of Life Science and Technology, Guangxi University, Nanning, China
| | - Jun Chen
- National Institute for Biotechnology and Genetic Engineering (NIBGE), Faisalabad, Pakistan
| | - Huojian Li
- Guangxi Key Laboratory of Sugarcane Biology and College of Life Science and Technology, Guangxi University, Nanning, China
| | - Shiqiang Xu
- Guangxi Key Laboratory of Sugarcane Biology and College of Life Science and Technology, Guangxi University, Nanning, China
| | - Jihua Wang
- Guangxi Key Laboratory of Sugarcane Biology and College of Life Science and Technology, Guangxi University, Nanning, China
| | - Xiaoni Yan
- Guangxi Key Laboratory of Sugarcane Biology and College of Life Science and Technology, Guangxi University, Nanning, China
| | - Yueying Zhao
- Guangxi Key Laboratory of Sugarcane Biology and College of Life Science and Technology, Guangxi University, Nanning, China
| | - Hongtao Jiang
- Guangxi Key Laboratory of Sugarcane Biology and College of Life Science and Technology, Guangxi University, Nanning, China
| | - Abdullah Khan
- Guangxi Key Laboratory of Sugarcane Biology and College of Life Science and Technology, Guangxi University, Nanning, China
| | - Muhammad Tahir Khan
- National Institute for Biotechnology and Genetic Engineering (NIBGE), Faisalabad, Pakistan
| | | | - Ronghui Wen
- Guangxi Key Laboratory of Sugarcane Biology and College of Life Science and Technology, Guangxi University, Nanning, China
| | - Muqing Zhang
- Guangxi Key Laboratory of Sugarcane Biology and College of Life Science and Technology, Guangxi University, Nanning, China
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Zhou Y, Li B, Luo H, Chen C, Xu B, Li P. Enzymatic colouring for meat without nitrite: Exploration of bacterial nitric oxide synthase fused with YkuN-YumC. Meat Sci 2025; 223:109771. [PMID: 39956041 DOI: 10.1016/j.meatsci.2025.109771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2024] [Revised: 02/04/2025] [Accepted: 02/06/2025] [Indexed: 02/18/2025]
Abstract
This study developed an innovative strategy for colouring meat products without nitrite addition, using nitric oxide synthase (NOS) fused with flavodoxin YkuN and flavodoxin reductase YumC derived from Bacillus subtilis. The results showed that the plasmids containing nos linked with ykuN and yumC genes by rigid linkers were constructed and chemically transformed into B. subtilis 168, and the enzyme fused with YkuN and YumC (NOS-YkuN-YumC) was successfully expressed and then purified. The activity of the fusion enzyme was approximately 12 times greater than that of NOS. In a model system, NOS-YkuN-YumC significantly increased the a*-value (redness) compared to those of the control and the sample treated with NOS (P < 0.05). UV-Vis spectral analysis indicated that metmyoglobin was converted to nitrosylmyoglobin (NO-Mb). In minced meat, the addition of NOS-YkuN-YumC significantly promoted the formation of NO-Mb and enhanced the a*-value (P < 0.05). The colour of the minced meat did not differ significantly between the NOS-YkuN-YumC group and the nitrite group (P > 0.05). This study provides a promising solution for enhancing colour formation in meat products without nitrite.
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Affiliation(s)
- Yali Zhou
- China Light Industry Key Laboratory of Meat Microbial Control and Utilization, Hefei University of Technology, Hefei 230009, China; School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Bingyu Li
- China Light Industry Key Laboratory of Meat Microbial Control and Utilization, Hefei University of Technology, Hefei 230009, China; School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Huiting Luo
- China Light Industry Key Laboratory of Meat Microbial Control and Utilization, Hefei University of Technology, Hefei 230009, China; School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Conggui Chen
- China Light Industry Key Laboratory of Meat Microbial Control and Utilization, Hefei University of Technology, Hefei 230009, China; School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Baocai Xu
- China Light Industry Key Laboratory of Meat Microbial Control and Utilization, Hefei University of Technology, Hefei 230009, China; School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Peijun Li
- China Light Industry Key Laboratory of Meat Microbial Control and Utilization, Hefei University of Technology, Hefei 230009, China; School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China.
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Lázaro-Perona F, Navarro-Carrera P, Bloise I, Prieto-Casado P, García-Pérez I, Paradela A, Corrales F, Cacho-Calvo J, Mingorance J. Multiple mechanisms drive linezolid resistance in clinical Enterococcus faecium isolates by increasing poxtA gene expression. J Glob Antimicrob Resist 2025; 42:113-119. [PMID: 39984043 DOI: 10.1016/j.jgar.2025.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2024] [Revised: 01/16/2025] [Accepted: 02/12/2025] [Indexed: 02/23/2025] Open
Abstract
OBJECTIVES The poxtA gene is a transferable linezolid-resistance gene that encodes an ATP-binding cassette F protein that prevents linezolid from inhibiting protein synthesis. In enterococci, the presence of the poxtA gene does not consistently imply resistance to linezolid. The objective of this work was to analyze the role of the poxtA gene in linezolid susceptibility in a cohort of five poxtA+ clinical isolates of Enterococcus faecium. METHODS Three of the isolates were linezolid-resistant and two were linezolid-susceptible. The genomes of all five isolates were sequenced using short and long read sequencing. The genomes were assembled to identify the location of the poxtA gene. The presence and relative amount of the PoxtA protein was determined with a proteomics approach. RESULTS One of the linezolid-resistant isolates harbored a deletion in the poxtA gene promoter and a mutation in the ribosomal protein L4. Another exhibited two sets of tandem repeats of the poxtA gene within the chromosome, and the third displayed an increased copy number of the plasmid carrying the poxtA gene. Proteomic analysis detected the PoxtA protein and confirmed increased expression levels in the three resistant mutants. The highest expression was seen in the promoter deletion mutant. CONCLUSION The presence of the poxtA gene in clinical isolates of E. faecium does not imply resistance to linezolid, but it should be considered a significant risk factor for the development of resistance. Active molecular surveillance for intestinal poxtA gene carriers could be important to prevent dissemination.
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Affiliation(s)
- Fernando Lázaro-Perona
- Servicio de Microbiología y Parasitología Clínica, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
| | - Paula Navarro-Carrera
- Servicio de Microbiología y Parasitología Clínica, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
| | - Iván Bloise
- Servicio de Microbiología y Parasitología Clínica, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
| | - Pablo Prieto-Casado
- Servicio de Microbiología y Parasitología Clínica, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
| | - Isabel García-Pérez
- Servicio de Microbiología y Parasitología Clínica, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
| | - Alberto Paradela
- Functional Proteomics Laboratory, Centro Nacional de Biotecnología, CSIC, Madrid, Spain
| | - Fernando Corrales
- Functional Proteomics Laboratory, Centro Nacional de Biotecnología, CSIC, Madrid, Spain
| | - Juana Cacho-Calvo
- Servicio de Microbiología y Parasitología Clínica, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
| | - Jesús Mingorance
- Servicio de Microbiología y Parasitología Clínica, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain.
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Zhao SH, Tan J, Zhang W, Zhou Y, Ning YQ, Sun Y, Zhao JW, Jiang DM, Li XF. Identification of ice-binding proteins from Raphanus sativus and application in frozen dough. NPJ Sci Food 2025; 9:58. [PMID: 40274810 PMCID: PMC12022278 DOI: 10.1038/s41538-025-00420-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Accepted: 04/10/2025] [Indexed: 04/26/2025] Open
Abstract
Cryopreservation is a widely employed method for processing and preserving food. However, conventional antifreeze agents often hard to mitigate the mechanical damage caused by ice recrystallization during freeze-thaw cycles. In this study, two ice-binding proteins (IBPs), COR15B and COR47, were identified from Raphanus sativus using bioinformatics and molecular biology techniques. Both IBPs exhibited significant ice recrystallization inhibition (IRI) and ice crystal morphology modification activity. A novel, high-yield Bacillus subtilis expression system was developed for the heterologous production of these IBPs, achieving approximately 50 μg/mL through response surface optimization. These proteins, even when used at thousandths of the ratio, retained their IRI activity. Notably, the heterologously expressed IBPs significantly reduced freeze-induced damage in flour-based products and improved yeast survival and fermentative capacity during repeated freeze-thaw cycles. These results highlight the considerable potential of radish-derived IBPs as cryoprotectants for enhancing food storage stability.
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Affiliation(s)
- Shu-Heng Zhao
- School of Life Sciences, East China Normal University, 500 Dongchuan Rd., Shanghai, 200241, P R China
| | - Jing Tan
- School of Life Sciences, East China Normal University, 500 Dongchuan Rd., Shanghai, 200241, P R China
| | - Wei Zhang
- School of Life Sciences, East China Normal University, 500 Dongchuan Rd., Shanghai, 200241, P R China
| | - Yan Zhou
- School of Life Sciences, East China Normal University, 500 Dongchuan Rd., Shanghai, 200241, P R China
| | - Yi-Qiu Ning
- School of Life Sciences, East China Normal University, 500 Dongchuan Rd., Shanghai, 200241, P R China
| | - Yue Sun
- School of Life Sciences, East China Normal University, 500 Dongchuan Rd., Shanghai, 200241, P R China
| | - Jun-Wei Zhao
- Beijing Institute of Life Science and Technology, Courtyard 7, Yingcai South 1st Street, Future Science City South District, Beiqijia Town, Changping District, Beijing, 102200, PR China
| | - De-Ming Jiang
- School of Life Sciences, East China Normal University, 500 Dongchuan Rd., Shanghai, 200241, P R China.
| | - Xiao-Fang Li
- School of Life Sciences, East China Normal University, 500 Dongchuan Rd., Shanghai, 200241, P R China.
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Wichai T, Sooksai S, Noitang S, Vangnai AS, Kotchaplai P. Pylb-based overexpression of cytochrome P450 in Bacillus subtilis 168. Enzyme Microb Technol 2025; 185:110587. [PMID: 39864144 DOI: 10.1016/j.enzmictec.2025.110587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Revised: 01/09/2025] [Accepted: 01/19/2025] [Indexed: 01/28/2025]
Abstract
Inducer-free expression systems are promising tools for biorefinery because they can reduce the reliance on inducers, reducing production costs and simplifying processes. Owing to their broad range of substrate structures and catalytic reactions, cytochrome P450s are promising biocatalysts to produce value-added compounds. However, unsuitable levels of cytochrome P450 expression could result in cell stress, affecting the efficiency of the biocatalyst. Here, we assessed the potential of Pylb, a reported growth-phase-dependent promoter derived from Bacillus subtilis 168, to develop an inducer-free expression system, especially cytochrome P450 expression, in B. subtilis, a key workhorse strain. Utilizing a green fluorescent protein (GFP) reporter, we observed differential expression patterns under the control of Pylb and the constitutive promoter P43 in recombinant Escherichia coli and B. subtilis. Recombinant B. subtilis cultivated at 37 °C showed 2.8-fold higher bacterial fluorescence compared to cultivation at 30 °C. Codon-optimized engineered P450-BM3, which can convert octane to octanols, was selected as a model cytochrome P450 in this study. In the Pylb-based system, the expression of cytochrome P450 in recombinant B. subtilis can be detected at 24 h and increases over time as shown by the purpald assay. The activity of the overexpressed P450 was confirmed by the conversion of octane to octanols. Within one hour, the resting cells of recombinant B. subtilis produced 0.15 ± 0.04 mM of 1-octanol and 0.31 ± 0.08 mM of 2-octanol. Overall, the inducer-free Pylb-based system developed here is a potential biocatalyst for biorefinery applications.
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Affiliation(s)
- Thanaporn Wichai
- Institute of Biotechnology and Genetic Engineering, Chulalongkorn University, Bangkok 10330, Thailand
| | - Sarintip Sooksai
- Institute of Biotechnology and Genetic Engineering, Chulalongkorn University, Bangkok 10330, Thailand
| | - Sajee Noitang
- Institute of Biotechnology and Genetic Engineering, Chulalongkorn University, Bangkok 10330, Thailand
| | - Alisa S Vangnai
- Department of Biochemistry, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand; Center of Excellence in Biocatalyst and Sustainable Biotechnology, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand
| | - Panaya Kotchaplai
- Institute of Biotechnology and Genetic Engineering, Chulalongkorn University, Bangkok 10330, Thailand; Center of Excellence in Bioconversion and Bioseparation for Platform Chemical Production, Institute of Biotechnology and Genetic Engineering, Chulalongkorn University, Bangkok 10330, Thailand; Water Science and Technology for Sustainable Environment Research Unit, Chulalongkorn University, Bangkok 10330, Thailand.
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Sousa EG, Campos GM, Viana MVC, Gomes GC, Rodrigues DLN, Aburjaile FF, Fonseca BB, de Araújo MRB, da Costa MM, Guedon E, Brenig B, Soares S, Azevedo V. The research on the identification, taxonomy, and comparative genomics analysis of nine Bacillus velezensis strains significantly contributes to microbiology, genetics, bioinformatics, and biotechnology. Front Microbiol 2025; 16:1544934. [PMID: 40177483 PMCID: PMC11962042 DOI: 10.3389/fmicb.2025.1544934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Accepted: 02/24/2025] [Indexed: 04/05/2025] Open
Abstract
Introduction Next-generation sequencing (NGS) has played a pivotal role in the advancement of taxonomics, allowing for the accurate identification, differentiation, and reclassification of several bacteria species. Bacillus velezensis is a Gram-positive, facultatively aerobic, spore-forming bacterium known for its antimicrobial and antifungal properties. Strains of this species are highly relevant in agriculture, biotechnology, the food industry, and biomedicine. Methods In this study, we characterized the genomes of nine Bacillus strains isolated from soil in the state of Bahia (Brazil) using NGS with Illumina platform. Identification was performed by Average Nucleotide Identity (ANI) and digital DNA-DNA hybridization (dDDH) analyses, which revealed a match between the genomic information of the isolates and B. velezensis NRRL B-41580, with a variation of 89.3% to 91.8% by dDDH in TYGS and 95% to 98.04% by ANI in GTDBtk. Results and discussion Two strains, BAC144 and BAC1273, exhibited high similarity to B. amyloliquefaciens subsp. plantarum FZB42. However, the latter strain was subsequently reclassified as B. velezensis. The division pattern observed during identification was confirmed in the phylogenomic analysis, where BAC144 and BAC1273 clustered with Bacillus amyloliquefaciens subsp. plantarum, while the other strains clustered with B. velezensis NRRL B-41580, forming a clade with high genetic similarity, with a bootstrap value of 100%. Furthermore, a synteny analysis demonstrated greater conservation among the strains from this study compared to the reference strain, with the formation of distinct collinear groups. The pangenome analysis revealed an open pangenome, highlighting the genetic diversity within the species. Based on this analysis, a functional annotation was performed to compare exclusive gene repertoires across groups, uncovering distinct adaptations and functional profiles. The identification of bacterial strains belonging to this species is of great importance due to their high applicability. The strains identified in this study underscore the need for more robust taxonomic technologies to accurately classify prokaryotes, which are subject to constant evolutionary changes, requiring the reclassification of several species within the genus Bacillus, many of which are heterotypic synonyms of B. velezensis like Bacillus oryzicola, B. amyloliquefaciens subsp. plantarum and Bacillus methylotrophicus.
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Affiliation(s)
- Eduarda Guimarães Sousa
- Cellular and Molecular Genetics Laboratory, Department of General Biology, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Gabriela Munis Campos
- Cellular and Molecular Genetics Laboratory, Department of General Biology, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Marcus Vinícius Canário Viana
- Cellular and Molecular Genetics Laboratory, Department of General Biology, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Gabriel Camargos Gomes
- Cellular and Molecular Genetics Laboratory, Department of General Biology, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Diego Lucas Neres Rodrigues
- Integrative Bioinformatics Laboratory, Veterinary School, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Flavia Figueira Aburjaile
- Integrative Bioinformatics Laboratory, Veterinary School, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Belchiolina Beatriz Fonseca
- Postgraduate Program in Veterinary Sciences and Postgraduate Program in Genetics and Biochemistry at Federal University of Uberlandia, Uberlândia, Minas Gerais, Brazil
| | - Max Roberto Batista de Araújo
- Cellular and Molecular Genetics Laboratory, Department of General Biology, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Operational Technical Nucleus, Microbiology, Hermes Pardini Institute (Fleury Group), Vespasiano, Minas Gerais, Brazil
| | - Mateus Matiuzzi da Costa
- Materials Science Research Institute, Federal University of the São Francisco Valley, Juazeiro, Bahia, Brazil
| | - Eric Guedon
- STLO, INRA, Agrocampus Ouest, Rennes, France
| | - Bertram Brenig
- Institute of Veterinary Medicine, University of Göttingen, Göttingen, Germany
| | - Siomar Soares
- Laboratory of Bioinformatics, Department of Microbiology, Immunology and Parasitology, Institute of Biological and Natural Sciences, Federal University of Triângulo Mineiro, Uberaba, Minas Gerais, Brazil
| | - Vasco Azevedo
- Cellular and Molecular Genetics Laboratory, Department of General Biology, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
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Bai Y, Wang J, Yan Y, Zhan Y, Zhou Z, Lin M. A Low-Temperature-Active Pectate Lyase from a Marine Bacterium for Orange Juice Clarification. Microorganisms 2025; 13:634. [PMID: 40142526 PMCID: PMC11944935 DOI: 10.3390/microorganisms13030634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2025] [Revised: 02/28/2025] [Accepted: 03/08/2025] [Indexed: 03/28/2025] Open
Abstract
Cold-adapted pectin lyases are particularly useful in the extraction and clarification of freshly squeezed fruit juices at low temperatures, as they effectively reduce juice viscosity and improve light transmittance. With the increasing attention on low-temperature pectinase in industrial applications, the exploration of low-temperature pectinase with novel characteristics has become one of the key focuses of research and development. In this study, a 1026 bp gene, pel1Ba, encoding a 42.7 kDa pectin lyase, was cloned from sediment samples collected from the South China Sea and heterologously expressed in Escherichia coli. The purified Pel1Ba exhibited an optimal temperature of 40 °C and an optimal pH of 10, with a total enzyme activity of 5100 U/mL. Notably, Pel1Ba is a cold-adapted enzyme that retains 80% of its relative activity across the temperature range of 0-40 °C. When 20 U/mL purified Pel1Ba was added to orange juice, the juice volume increased by 43.00% and its clarity improved by 37.80%. Meanwhile, site-directed mutagenesis analysis revealed that the residual enzyme activities of the mutants A230I, F253I, and L292I were increased by 22.5%, 34.4%, and 25.1%, respectively, compared to the wild type. This study concludes that the cold-active pectate lyase Pel1Ba exhibits potential for applications in the food industry.
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Affiliation(s)
- Yujing Bai
- School of Life and Health Sciences, Hainan University, Haikou 570228, China;
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (J.W.); (Y.Y.); (Y.Z.)
- Key Laboratory of Agricultural Microbiome (MARA), Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Jin Wang
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (J.W.); (Y.Y.); (Y.Z.)
- Key Laboratory of Agricultural Microbiome (MARA), Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Yongliang Yan
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (J.W.); (Y.Y.); (Y.Z.)
- Key Laboratory of Agricultural Microbiome (MARA), Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Yuhua Zhan
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (J.W.); (Y.Y.); (Y.Z.)
- Key Laboratory of Agricultural Microbiome (MARA), Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Zhengfu Zhou
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (J.W.); (Y.Y.); (Y.Z.)
- Key Laboratory of Agricultural Microbiome (MARA), Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Min Lin
- School of Life and Health Sciences, Hainan University, Haikou 570228, China;
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (J.W.); (Y.Y.); (Y.Z.)
- Key Laboratory of Agricultural Microbiome (MARA), Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China
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11
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Zhang T, Gong Z, Zhou B, Rao L, Liao X. Recent progress in proteins regulating the germination of Bacillus subtilis spores. J Bacteriol 2025; 207:e0028524. [PMID: 39772627 PMCID: PMC11841064 DOI: 10.1128/jb.00285-24] [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] [Indexed: 01/11/2025] Open
Abstract
Bacterial spores can remain dormant for years, but they maintain the ability to recommence life through a process termed germination. Although spore germination has been reviewed many times, recent work has provided novel conceptual and molecular understandings of this important process. By using Bacillus subtilis as a model organism, here we thoroughly describe the signal transduction pathway and events that lead to spore germination, incorporating the latest findings on transcription and translation that are likely detected during germination. Then, we comprehensively review the proteins associated with germination and their respective functions. Notably, the typical germinant receptor GerA and the SpoVAF/FigP complex have been newly established as channels for ions release at early stage of germination. Moreover, given that germination is also affected by spore quality, such as molecular cargo, we collect the data about the proteins regulating sporulation to affect spore quality. Specifically, RocG-mediated glutamate catabolism during sporulation to ensure spore quality; GerE-regulated coat protein expression, and CotH-modified coat protein by phosphorylation to ensure normal coat assembly; and RNase Y-degraded RNA in newly released spores to promote dormancy. The latest progress in our understanding of these germination proteins provides valuable insights into the mechanism underlying germination.
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Affiliation(s)
- Tianyu Zhang
- College of Food Science and Nutritional Engineering, National Engineering Research Center for Fruit and Vegetable Processing, Key Laboratory of Fruit and Vegetable Processing of Ministry of Agriculture and Rural Affairs, Beijing Key Laboratory for Food Non-Thermal Processing, China Agricultural University, Beijing, China
| | - Ziqi Gong
- College of Food Science and Nutritional Engineering, National Engineering Research Center for Fruit and Vegetable Processing, Key Laboratory of Fruit and Vegetable Processing of Ministry of Agriculture and Rural Affairs, Beijing Key Laboratory for Food Non-Thermal Processing, China Agricultural University, Beijing, China
| | - Bing Zhou
- Shanghai Institute of Immunity and Infection, Chinese Academy of Sciences, Shanghai, China
| | - Lei Rao
- College of Food Science and Nutritional Engineering, National Engineering Research Center for Fruit and Vegetable Processing, Key Laboratory of Fruit and Vegetable Processing of Ministry of Agriculture and Rural Affairs, Beijing Key Laboratory for Food Non-Thermal Processing, China Agricultural University, Beijing, China
| | - Xiaojun Liao
- College of Food Science and Nutritional Engineering, National Engineering Research Center for Fruit and Vegetable Processing, Key Laboratory of Fruit and Vegetable Processing of Ministry of Agriculture and Rural Affairs, Beijing Key Laboratory for Food Non-Thermal Processing, China Agricultural University, Beijing, China
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12
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Cai Y, Tao H, Gaballa A, Pi H, Helmann JD. The extracytoplasmic sigma factor σ X supports biofilm formation and increases biocontrol efficacy in Bacillus velezensis 118. Sci Rep 2025; 15:5315. [PMID: 39939707 PMCID: PMC11822112 DOI: 10.1038/s41598-025-89284-7] [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: 08/30/2024] [Accepted: 02/04/2025] [Indexed: 02/14/2025] Open
Abstract
Plant growth promoting rhizobacteria (PGPR) offer an environmentally friendly and sustainable approach to combat pathogens and enhance crop production. The biocontrol activity of PGPR depends on their ability to colonize plant roots and synthesize antimicrobial compounds that inhibit pathogens. However, the regulatory mechanisms underlying these processes remain unclear. In this study, we isolated and characterized Bacillus velezensis 118, a soil isolate that exhibits potent biocontrol activity against Fusarium wilt of banana. Deletion of sigX, encoding an extracytoplasmic function (ECF) sigma factor previously implicated in controlling biofilm architecture in B. subtilis, reduced biocontrol efficacy. The B. velezensis 118 sigX mutant displayed reduced biofilm formation but had only a minor defect in swarming motility and a negligible impact on lipopeptide production. These findings highlight the importance of regulatory processes important for root colonization in the effectiveness of Bacillus spp. as biocontrol agents against phytopathogens.
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Affiliation(s)
- Yanfei Cai
- College of Natural Resources and Environment, South China Agricultural University, Guangzhou, People's Republic of China
| | - Huan Tao
- College of Natural Resources and Environment, South China Agricultural University, Guangzhou, People's Republic of China
| | - Ahmed Gaballa
- Department of Microbiology, Cornell University, Ithaca, NY, 14853-8101, USA
| | - Hualiang Pi
- Department of Microbial Pathogenesis and Microbial Sciences Institute, Yale University School of Medicine, New Haven, CT, USA.
| | - John D Helmann
- Department of Microbiology, Cornell University, Ithaca, NY, 14853-8101, USA.
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13
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Kadapure AJ, Dalbanjan NP, S K PK. Characterization of heat, salt, acid, alkaline, and antibiotic stress response in soil isolate Bacillus subtilis strain PSK.A2. Int Microbiol 2025; 28:315-332. [PMID: 38898189 DOI: 10.1007/s10123-024-00549-z] [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: 03/12/2024] [Revised: 05/31/2024] [Accepted: 06/14/2024] [Indexed: 06/21/2024]
Abstract
Microbes play an essential role in soil fertility by replenishing the nutrients; they encounter various biotic and abiotic stresses disrupting their cellular homeostasis, which expedites activating a conserved signaling pathway for transient over-expression of heat shock proteins (HSPs). In the present study, a versatile soil bacterium Bacillus subtilis strain PSK.A2 was isolated and characterized. Further, the isolated bacterium was exposed with several stresses, viz., heat, salt, acid, alkaline, and antibiotics. Stress-attributed cellular morphological modifications such as swelling, shrinkage, and clump formation were observed under the scanning electron microscope. The comparative protein expression pattern was studied by SDS-PAGE, relative protein stabilization was assessed by protein aggregation assay, and relative survival was mapped by single spot dilution and colony-counting method under control, stressed, lethal, and stressed lethal conditions of the isolate. The findings demonstrated that bacterial stress tolerance was maintained via the activation of various HSPs of molecular weight ranging from 17 to 115 kD to respective stimuli. The treatment of subinhibitory dose of antibiotics not interfering protein synthesis (amoxicillin and ciprofloxacin) resulted in the expression of eight HSPs of molecular weight ranging from 18 to 71 kD. The pre-treatment of short stress dosage showed endured overall tolerance of bacterium to lethal conditions, as evidenced by moderately enhanced total soluble intracellular protein content, better protein stabilization, comparatively over-expressed HSPs, and relatively enhanced cell survival. These findings hold an opportunity for developing novel approaches towards enhancing microbial resilience in a variety of conditions, including industrial bioprocessing, environmental remediation, and infectious disease management.
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Affiliation(s)
- Arihant Jayawant Kadapure
- Protein Biology Lab, Department of Biochemistry, Karnatak University Dharwad 580003, Dharwad, Karnataka, India
| | - Nagarjuna Prakash Dalbanjan
- Protein Biology Lab, Department of Biochemistry, Karnatak University Dharwad 580003, Dharwad, Karnataka, India
| | - Praveen Kumar S K
- Protein Biology Lab, Department of Biochemistry, Karnatak University Dharwad 580003, Dharwad, Karnataka, India.
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14
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Erkelens AM, van Erp B, Meijer WJJ, Dame RT. Rok from B. subtilis: Bridging genome structure and transcription regulation. Mol Microbiol 2025; 123:109-123. [PMID: 38511404 PMCID: PMC11841835 DOI: 10.1111/mmi.15250] [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: 01/08/2024] [Revised: 03/02/2024] [Accepted: 03/07/2024] [Indexed: 03/22/2024]
Abstract
Bacterial genomes are folded and organized into compact yet dynamic structures, called nucleoids. Nucleoid orchestration involves many factors at multiple length scales, such as nucleoid-associated proteins and liquid-liquid phase separation, and has to be compatible with replication and transcription. Possibly, genome organization plays an intrinsic role in transcription regulation, in addition to classical transcription factors. In this review, we provide arguments supporting this view using the Gram-positive bacterium Bacillus subtilis as a model. Proteins BsSMC, HBsu and Rok all impact the structure of the B. subtilis chromosome. Particularly for Rok, there is compelling evidence that it combines its structural function with a role as global gene regulator. Many studies describe either function of Rok, but rarely both are addressed at the same time. Here, we review both sides of the coin and integrate them into one model. Rok forms unusually stable DNA-DNA bridges and this ability likely underlies its repressive effect on transcription by either preventing RNA polymerase from binding to DNA or trapping it inside DNA loops. Partner proteins are needed to change or relieve Rok-mediated gene repression. Lastly, we investigate which features characterize H-NS-like proteins, a family that, at present, lacks a clear definition.
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Affiliation(s)
- Amanda M. Erkelens
- Leiden Institute of Chemistry, Leiden UniversityLeidenthe Netherlands
- Centre for Microbial Cell BiologyLeiden UniversityLeidenthe Netherlands
- Centre for Interdisciplinary Genome ResearchLeiden UniversityLeidenthe Netherlands
- Present address:
Department of Human GeneticsLeiden University Medical CenterLeidenthe Netherlands
| | - Bert van Erp
- Leiden Institute of Chemistry, Leiden UniversityLeidenthe Netherlands
- Centre for Microbial Cell BiologyLeiden UniversityLeidenthe Netherlands
- Centre for Interdisciplinary Genome ResearchLeiden UniversityLeidenthe Netherlands
| | - Wilfried J. J. Meijer
- Centro de Biología Molecular Severo Ochoa (CSIC‐UAM)C. Nicolás Cabrera 1, Universidad AutónomaMadridSpain
| | - Remus T. Dame
- Leiden Institute of Chemistry, Leiden UniversityLeidenthe Netherlands
- Centre for Microbial Cell BiologyLeiden UniversityLeidenthe Netherlands
- Centre for Interdisciplinary Genome ResearchLeiden UniversityLeidenthe Netherlands
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15
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Wang H, Fu X, Huang H, Shen D, Fan D, Zhu L, Dai X, Dong B. Bioenergy recovery and carbon emissions benefits of short-term bio-thermophilic pretreatment on low organic sewage sludge anaerobic digestion: A pilot-scale study. J Environ Sci (China) 2025; 148:321-335. [PMID: 39095168 DOI: 10.1016/j.jes.2023.08.022] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Revised: 08/19/2023] [Accepted: 08/20/2023] [Indexed: 08/04/2024]
Abstract
Sewage sludge in cities of Yangzi River Belt, China, generally exhibits a lower organic content and higher silt contentdue to leakage of drainage system, which caused low bioenergy recovery and carbon emission benefits in conventional anaerobic digestion (CAD). Therefore, this paper is on a pilot scale, a bio-thermophilic pretreatment anaerobic digestion (BTPAD) for low organic sludge (volatile solids (VS) of 4%) was operated with a long-term continuous flow of 200 days. The VS degradation rate and CH4 yield of BTPAD increased by 19.93% and 53.33%, respectively, compared to those of CAD. The analysis of organic compositions in sludge revealed that BTPAD mainly improved the hydrolysis of proteins in sludge. Further analysis of microbial community proportions by high-throughput sequencing revealed that the short-term bio-thermophilic pretreatment was enriched in Clostridiales, Coprothermobacter and Gelria, was capable of hydrolyzing acidified proteins, and provided more volatile fatty acid (VFA) for the subsequent reaction. Biome combined with fluorescence quantitative polymerase chain reaction (PCR) analysis showed that the number of bacteria with high methanogenic capacity in BTPAD was much higher than that in CAD during the medium temperature digestion stage, indicating that short-term bio-thermophilic pretreatment could provide better methanogenic conditions for BTPAD. Furthermore, the greenhouse gas emission footprint analysis showed that short-term bio-thermophilic pretreatment could reduce the carbon emission of sludge anaerobic digestion system by 19.18%.
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Affiliation(s)
- Hui Wang
- College of Environmental Science and Engineering, Tongji University, Shanghai 200092, China
| | - Xiang Fu
- College of Environmental Science and Engineering, Tongji University, Shanghai 200092, China
| | - Haozhe Huang
- College of Environmental Science and Engineering, Tongji University, Shanghai 200092, China
| | - Danni Shen
- Yangtze Eco-Environment Engineering Research Center, China Three Gorges Corporation, Beijing 100038, China; Yangtze River Eco-Environmental Engineering Research Center, Shanghai Investigation, Design and Research Institute Co., LTD, Shanghai 200092, China
| | - Dongdong Fan
- China Construction Third Engineering Bureau First Engineering Co., Ltd., Wuhan 430000, China
| | - Liming Zhu
- China Construction Third Engineering Bureau First Engineering Co., Ltd., Wuhan 430000, China
| | - Xiaohu Dai
- College of Environmental Science and Engineering, Tongji University, Shanghai 200092, China
| | - Bin Dong
- College of Environmental Science and Engineering, Tongji University, Shanghai 200092, China; Yangtze Eco-Environment Engineering Research Center, China Three Gorges Corporation, Beijing 100038, China.
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16
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Kittler S, Müller F, Elshazly M, Wandrey GB, Klein T, Daub A, Spadiut O, Kopp J. Transferability of bioprocessing modes for recombinant protease production: from fed-batch to continuous cultivation with Bacillus licheniformis. BMC Biotechnol 2025; 25:13. [PMID: 39891175 PMCID: PMC11786521 DOI: 10.1186/s12896-025-00947-9] [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: 10/10/2024] [Accepted: 01/21/2025] [Indexed: 02/03/2025] Open
Abstract
BACKGROUND Proteases are essential in various industries due to their unique substrate specificities and robustness in different operational conditions. Bacillus strains consist of a genotype favorable for rapid growth whilst secreting enzymes extracellularly, thereby simplifying recombinant protease production. Despite the widespread use of batch and fed-batch fermentations for their ease and robustness, these cultivation types are often marred by significant energy requirements and prolonged downtimes. The switch towards continuous cultivation methods promises reduced carbon footprints and improved equipment efficiency. Yet, research focusing on Bacillus strains is limited, therefore we aimed to establish a continuous cultivation as a competitive alternative to fed-batch. RESULTS Therefore, this study aimed to explore the potential of chemostat cultivations for producing a protease from Bacillus licheniformis utilizing a derepressed induction system, and comparing specific productivities and space-time yields to fed-batch cultivations. The continuous cultivations were described in a hybrid model, considering the effect of productivity as function of the applied dilution rate as well as the generation time. The workflow of this study demonstrates that screenings in a fed-batch mode and chemostat cultivations conducted at the same growth rate, result in different specific productivities for derepressible systems. CONCLUSION The results of this study highlight that the feeding rate's impact on specific productivity varies significantly between fed-batch and chemostat cultivations. These differences suggest that fed-batch screenings may not be adequate for developing a continuous process using a derepressed promoter system in B. licheniformis. Although the space-time yield of fed-batch cultivations has not been surpassed by stable continuous operations-achieving only a third of the highest space-time yield observed in fed-batch-valuable mechanistic insights have been gained. This knowledge could facilitate the transition towards a more sustainable mode of cultivation for industrial protease production.
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Affiliation(s)
- Stefan Kittler
- Research Division Integrated Bioprocess Development, Institute of Chemical, Environmental and Bioscience Engineering, TU Wien, Gumpendorfer Strasse 1a, Vienna, 1060, Austria
| | - Fabian Müller
- Research Division Integrated Bioprocess Development, Institute of Chemical, Environmental and Bioscience Engineering, TU Wien, Gumpendorfer Strasse 1a, Vienna, 1060, Austria
| | - Mohamed Elshazly
- Research Division Integrated Bioprocess Development, Institute of Chemical, Environmental and Bioscience Engineering, TU Wien, Gumpendorfer Strasse 1a, Vienna, 1060, Austria
| | | | - Tobias Klein
- White Biotechnology Research, BASF SE, 67063, Ludwigshafen am Rhein, Germany
| | - Andreas Daub
- White Biotechnology Research, BASF SE, 67063, Ludwigshafen am Rhein, Germany
| | - Oliver Spadiut
- Research Division Integrated Bioprocess Development, Institute of Chemical, Environmental and Bioscience Engineering, TU Wien, Gumpendorfer Strasse 1a, Vienna, 1060, Austria
| | - Julian Kopp
- Research Division Integrated Bioprocess Development, Institute of Chemical, Environmental and Bioscience Engineering, TU Wien, Gumpendorfer Strasse 1a, Vienna, 1060, Austria.
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17
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Stefanic P, Stare E, Floccari VA, Kovac J, Hertel R, Rocha U, Kovács ÁT, Mandić-Mulec I, Strube ML, Dragoš A. Ecology of prophage-like elements in Bacillus subtilis at global and local geographical scales. Cell Rep 2025; 44:115197. [PMID: 39798088 DOI: 10.1016/j.celrep.2024.115197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 09/27/2024] [Accepted: 12/20/2024] [Indexed: 01/15/2025] Open
Abstract
Prophages constitute a substantial portion of bacterial genomes, yet their effects on hosts remain poorly understood. We examine the abundance, distribution, and activity of prophages in Bacillus subtilis using computational and laboratory analyses. Genome sequences from the NCBI database and riverbank soil isolates reveal prophages primarily related to mobile genetic elements in laboratory strains. Distinct and previously unknown prophages in local isolates prompt an investigation into factors shaping prophage presence, with phylogenetic relatedness predicting the prophage repertoire slightly better than geographical origin. Data also show that prophages exhibit strong co-occurrence and exclusion patterns within genomes. Laboratory experiments indicate that most predicted prophages are cryptic, as they are not induced under DNA-damaging conditions. Importantly, stress responses increase with the number of predicted prophages, suggesting their influence on host physiology. This study highlights the diversity, integration patterns, and potential roles of prophages in B. subtilis, shedding light on bacterial genome evolution and phage-host dynamics.
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Affiliation(s)
- Polonca Stefanic
- Department of Microbiology, Biotechnical Faculty, University of Ljubljana, 1000 Ljubljana, Slovenia
| | - Eva Stare
- Department of Microbiology, Biotechnical Faculty, University of Ljubljana, 1000 Ljubljana, Slovenia
| | - Valentina A Floccari
- Department of Microbiology, Biotechnical Faculty, University of Ljubljana, 1000 Ljubljana, Slovenia
| | - Jasna Kovac
- Department of Food Science, Pennsylvania State University, University Park, PA 16802, USA
| | - Robert Hertel
- Department of Genomic and Applied Microbiology, Georg-August-University of Göttingen, 37077 Göttingen, Germany
| | - Ulisses Rocha
- Department of Applied Microbial Ecology, Helmholtz Center for Environmental Research, 04318 Leipzig, Germany
| | - Ákos T Kovács
- Institute of Biology, Leiden University, 2333 Leiden, the Netherlands; Department of Biotechnology and Biomedicine, Technical University of Denmark, Kgs Lyngby 2800, Denmark
| | - Ines Mandić-Mulec
- Department of Microbiology, Biotechnical Faculty, University of Ljubljana, 1000 Ljubljana, Slovenia
| | - Mikael Lenz Strube
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kgs Lyngby 2800, Denmark
| | - Anna Dragoš
- Department of Microbiology, Biotechnical Faculty, University of Ljubljana, 1000 Ljubljana, Slovenia.
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18
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Hamburger F, Schlichting N, Eichenlaub M, Costea PI, Sauer C, Jenewein S, Kabisch J. Automation-aided construction and characterization of Bacillus subtilis PrsA strains for the secretion of amylases. Front Bioeng Biotechnol 2025; 12:1479626. [PMID: 39917281 PMCID: PMC11798935 DOI: 10.3389/fbioe.2024.1479626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 12/30/2024] [Indexed: 02/09/2025] Open
Abstract
Proteins face an obstacle race on their way to successful folding. Chaperones facilitate the proper folding of proteins by ensuring they remain on the correct path toward their final tertiary structure. In bacilli, the PrsA chaperone is essential for the correct folding and stabilization of proteins within the cell wall. Overexpression of the PrsA chaperone has been shown to improve the successful folding and secretion of many biotechnologically relevant secreted enzymes. This resulted in a double benefit: firstly, it promotes the efficient release of properly folded enzymes from the cell wall, and second, it reduces the folding stress for the cell, thereby enhancing the overall fitness of the production organism. This paper presents a workflow in which different wild-type PrsA molecules in Bacillus subtilis are co-expressed with different amylases having different signal peptides and promoters. To achieve this, six genome-reduced strains and nine PrsA proteins were systematically selected based on their cultivation performance and the production of two reference amylases. Following strain selection and deletion of major extracellular proteases, several hundred individual strains were created and screened using a stepwise and modular automation approach combined with amplicon sequencing. In addition to providing the key learnings from the workflow, it was revealed that no single PrsA molecule consistently improved amylase production, but genetic constructs combining different elements showed up to a 10-fold variation in yield. Among the screened constructs, the signal peptides YdjM and YvcE demonstrated the best performance.
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Affiliation(s)
- Felix Hamburger
- Computer-aided Synthetic Biology, TU Darmstadt, Darmstadt, Germany
| | | | | | | | | | | | - Johannes Kabisch
- Computer-aided Synthetic Biology, TU Darmstadt, Darmstadt, Germany
- Institute for Biotechnology and Food Science, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
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19
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Wang C, Zhao R, Yang W, Jiang W, Tang H, Du S, Chen X. Cell-to-Cell Natural Transformation Mediated Efficient Plasmid Transfer Between Bacillus Species. Int J Mol Sci 2025; 26:621. [PMID: 39859334 PMCID: PMC11765539 DOI: 10.3390/ijms26020621] [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: 12/19/2024] [Revised: 01/09/2025] [Accepted: 01/11/2025] [Indexed: 01/27/2025] Open
Abstract
Horizontal gene transfer (HGT) plays a pivotal role in bacterial evolution, shaping the genetic diversity of bacterial populations. It can occur through mechanisms such as conjugation, transduction, and natural transformation. Bacillus subtilis, a model Gram-positive bacterium, serves not only as a robust system for studying HGT but also as a versatile organism with established industrial applications, such as producing industrial enzymes, antibiotics, and essential metabolites. In this study, we characterize a novel method of plasmid transfer, termed Cell-to-Cell Natural Transformation for Plasmid Transfer (CTCNT-P), which efficiently facilitates plasmid transfer between naturally competent B. subtilis strains. This method involves co-culturing donor and recipient cells under antibiotic stress and achieves significantly higher efficiency compared to traditional methods such as Spizizen medium or electroporation-mediated transformation. Importantly, we demonstrate that CTCNT-P is applicable for plasmid transformation in wild B. subtilis isolates from natural environments and other Bacillus species, including Bacillus amyloliquefaciens, Bacillus licheniformis, and Bacillus thuringiensis. The simplicity and efficiency of CTCNT-P highlight its strong potential for industrial applications, including genetic modification of wild Bacillus strains for synthetic biology and the development of biocontrol agents.
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Affiliation(s)
| | | | | | | | | | | | - Xiangdong Chen
- State Key Laboratory of Virology, College of Life Sciences, Wuhan University, Wuhan 430072, China; (C.W.)
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20
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Wang W, Shuai Y, Zeng M, Fan W, Li M. DPFunc: accurately predicting protein function via deep learning with domain-guided structure information. Nat Commun 2025; 16:70. [PMID: 39746897 PMCID: PMC11697396 DOI: 10.1038/s41467-024-54816-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 11/21/2024] [Indexed: 01/04/2025] Open
Abstract
Computational methods for predicting protein function are of great significance in understanding biological mechanisms and treating complex diseases. However, existing computational approaches of protein function prediction lack interpretability, making it difficult to understand the relations between protein structures and functions. In this study, we propose a deep learning-based solution, named DPFunc, for accurate protein function prediction with domain-guided structure information. DPFunc can detect significant regions in protein structures and accurately predict corresponding functions under the guidance of domain information. It outperforms current state-of-the-art methods and achieves a significant improvement over existing structure-based methods. Detailed analyses demonstrate that the guidance of domain information contributes to DPFunc for protein function prediction, enabling our method to detect key residues or regions in protein structures, which are closely related to their functions. In summary, DPFunc serves as an effective tool for large-scale protein function prediction, which pushes the border of protein understanding in biological systems.
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Affiliation(s)
- Wenkang Wang
- School of Computer Science and Engineering, Central South University, Changsha, 410083, China
| | - Yunyan Shuai
- School of Computer Science and Engineering, Central South University, Changsha, 410083, China
| | - Min Zeng
- School of Computer Science and Engineering, Central South University, Changsha, 410083, China
| | - Wei Fan
- Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, OX39DU, UK
| | - Min Li
- School of Computer Science and Engineering, Central South University, Changsha, 410083, China.
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21
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Šoltysová M, Güixens-Gallardo P, Sieglová I, Soldánová A, Krejčiříková V, Fábry M, Brynda J, Khoroshyy P, Hocek M, Řezáčová P. Using environment-sensitive tetramethylated thiophene-BODIPY fluorophores in DNA probes for studying effector-induced conformational changes of protein-DNA complexes. RSC Chem Biol 2025:d4cb00260a. [PMID: 39822774 PMCID: PMC11734750 DOI: 10.1039/d4cb00260a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2024] [Accepted: 12/26/2024] [Indexed: 01/19/2025] Open
Abstract
The LutR protein represses the transcription of genes encoding enzymes for the utilization of l-lactate in Bacillus subtilis through binding to a specific DNA region. In this study, we employed oligonucleotide probes modified by viscosity-sensitive tetramethylated thiophene-BODIPY fluorophores to investigate the impact of selected metabolites on the LutR-DNA complex. Our goal was to identify the effector molecule whose binding alters the protein-DNA affinity, thereby enabling gene transcription. The designed DNA probes exhibited distinctive responses to the binding and release of the protein, characterized by significant alterations in fluorescence lifetime. Through this method, we have identified l-lactate as the sole metabolite exerting a substantial modulating effect on the protein-DNA interaction and thus confirmed its role as an effector molecule. Moreover, we showed that our approach was able to follow conformation changes affecting affinity, which were not captured by other methods commonly used to study the protein-DNA interaction, such as electro-mobility shift assays and florescence anisotropy binding studies. This work underlines the potential of environment-sensitive fluorophore-linked nucleotide modifications, i.e. dCTBdp, for studying the dynamics and subtle changes of protein-DNA interactions.
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Affiliation(s)
- Markéta Šoltysová
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences Flemingovo n. 2 Prague 6 Czechia
| | - Pedro Güixens-Gallardo
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences Flemingovo n. 2 Prague 6 Czechia
| | - Irena Sieglová
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences Flemingovo n. 2 Prague 6 Czechia
| | - Anna Soldánová
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences Flemingovo n. 2 Prague 6 Czechia
| | - Veronika Krejčiříková
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences Flemingovo n. 2 Prague 6 Czechia
| | - Milan Fábry
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences Flemingovo n. 2 Prague 6 Czechia
| | - Jiří Brynda
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences Flemingovo n. 2 Prague 6 Czechia
| | - Petro Khoroshyy
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences Flemingovo n. 2 Prague 6 Czechia
| | - Michal Hocek
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences Flemingovo n. 2 Prague 6 Czechia
- Department of Organic Chemistry, Faculty of Science, Charles University Hlavova 8 CZ-12843 Prague 2 Czechia
| | - Pavlína Řezáčová
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Sciences Flemingovo n. 2 Prague 6 Czechia
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22
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Cooke MB, Herman C, Sivaramakrishnan P. Clues to transcription/replication collision-induced DNA damage: it was RNAP, in the chromosome, with the fork. FEBS Lett 2025; 599:209-243. [PMID: 39582266 DOI: 10.1002/1873-3468.15063] [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: 07/20/2024] [Revised: 10/14/2024] [Accepted: 10/25/2024] [Indexed: 11/26/2024]
Abstract
DNA replication and RNA transcription processes compete for the same DNA template and, thus, frequently collide. These transcription-replication collisions are thought to lead to genomic instability, which places a selective pressure on organisms to avoid them. Here, we review the predisposing causes, molecular mechanisms, and downstream consequences of transcription-replication collisions (TRCs) with a strong emphasis on prokaryotic model systems, before contrasting prokaryotic findings with cases in eukaryotic systems. Current research points to genomic structure as the primary determinant of steady-state TRC levels and RNA polymerase regulation as the primary inducer of excess TRCs. We review the proposed mechanisms of TRC-induced DNA damage, attempting to clarify their mechanistic requirements. Finally, we discuss what drives genomes to select against TRCs.
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Affiliation(s)
- Matthew B Cooke
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Christophe Herman
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Priya Sivaramakrishnan
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, PA, USA
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23
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Christensen PM, Martin J, Uppuluri A, Joyce LR, Wei Y, Guan Z, Morcos F, Palmer KL. Lipid discovery enabled by sequence statistics and machine learning. eLife 2024; 13:RP94929. [PMID: 39656516 PMCID: PMC11630815 DOI: 10.7554/elife.94929] [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] [Indexed: 12/12/2024] Open
Abstract
Bacterial membranes are complex and dynamic, arising from an array of evolutionary pressures. One enzyme that alters membrane compositions through covalent lipid modification is MprF. We recently identified that Streptococcus agalactiae MprF synthesizes lysyl-phosphatidylglycerol (Lys-PG) from anionic PG, and a novel cationic lipid, lysyl-glucosyl-diacylglycerol (Lys-Glc-DAG), from neutral glycolipid Glc-DAG. This unexpected result prompted us to investigate whether Lys-Glc-DAG occurs in other MprF-containing bacteria, and whether other novel MprF products exist. Here, we studied protein sequence features determining MprF substrate specificity. First, pairwise analyses identified several streptococcal MprFs synthesizing Lys-Glc-DAG. Second, a restricted Boltzmann machine-guided approach led us to discover an entirely new substrate for MprF in Enterococcus, diglucosyl-diacylglycerol (Glc2-DAG), and an expanded set of organisms that modify glycolipid substrates using MprF. Overall, we combined the wealth of available sequence data with machine learning to model evolutionary constraints on MprF sequences across the bacterial domain, thereby identifying a novel cationic lipid.
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Affiliation(s)
- Priya M Christensen
- Department of Biological Sciences, University of Texas at DallasRichardsonUnited States
| | - Jonathan Martin
- Department of Biological Sciences, University of Texas at DallasRichardsonUnited States
| | - Aparna Uppuluri
- Department of Biological Sciences, University of Texas at DallasRichardsonUnited States
| | - Luke R Joyce
- Department of Immunology and Microbiology, University of Colorado Anschutz Medical CampusAuroraUnited States
| | - Yahan Wei
- School of Podiatric Medicine, University of Texas Rio Grande ValleyHarlingenUnited States
| | - Ziqiang Guan
- Department of Biochemistry, Duke University Medical CenterDurhamUnited States
| | - Faruck Morcos
- Department of Biological Sciences, University of Texas at DallasRichardsonUnited States
- Department of Bioengineering, University of Texas at DallasRichardsonUnited States
- Center for Systems Biology, University of Texas at DallasRichardsonUnited States
| | - Kelli L Palmer
- Department of Biological Sciences, University of Texas at DallasRichardsonUnited States
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24
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K N V, Bamne SS, Crasta J, Kumar C S, Bhat RM, Shuster BM, Oliver JWK, Abbott ZD. Bacillus subtilis ZB423: 90-Day repeat dose oral (gavage) toxicity study in Wistar rats. J Appl Toxicol 2024; 44:1874-1885. [PMID: 39168852 DOI: 10.1002/jat.4677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 07/10/2024] [Accepted: 07/15/2024] [Indexed: 08/23/2024]
Abstract
The novel genetically modified probiotic Bacillus subtilis ZB423 was assessed in a 90-day repeated-dose oral toxicity study adhering to Good Laboratory Practice (GLP) and Organization for Economic Cooperation and Development (OECD) guidelines. Spray-dried spores at a concentration of 1.1E12 CFU/g were administered at doses of 130, 260, and 519 mg/kg body weight/day correlating to 1.43 × 1011, 2.86 × 1011, and 5.71 × 1011 CFU/kg/day, respectively, by oral gavage to Wistar rats for a period of 90 consecutive days. Results showed no toxicologically relevant findings for B. subtilis ZB423 from measured parameters. The no observed adverse effect level (NOAEL) of B. subtilis ZB423 is 519 mg/kg body weight/day corresponding to 5.71 × 1011 CFU/kg/day for lyophilized B. subtilis ZB423 spores under the test conditions employed.
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Affiliation(s)
- Vijayakumar K N
- Adgyl Lifesciences Private Limited (Formerly Department of Safety Assessment, Eurofins Advinus Limited), Bengaluru, Karnataka, India
| | - Swati S Bamne
- Adgyl Lifesciences Private Limited (Formerly Department of Safety Assessment, Eurofins Advinus Limited), Bengaluru, Karnataka, India
| | - Johnson Crasta
- Adgyl Lifesciences Private Limited (Formerly Department of Safety Assessment, Eurofins Advinus Limited), Bengaluru, Karnataka, India
| | - Satish Kumar C
- Adgyl Lifesciences Private Limited (Formerly Department of Safety Assessment, Eurofins Advinus Limited), Bengaluru, Karnataka, India
| | - Ramakrishna M Bhat
- Adgyl Lifesciences Private Limited (Formerly Department of Safety Assessment, Eurofins Advinus Limited), Bengaluru, Karnataka, India
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25
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Musilova J, Vafek Z, Puniya BL, Zimmer R, Helikar T, Sedlar K. Augusta: From RNA-Seq to gene regulatory networks and Boolean models. Comput Struct Biotechnol J 2024; 23:783-790. [PMID: 38312198 PMCID: PMC10837063 DOI: 10.1016/j.csbj.2024.01.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 01/17/2024] [Accepted: 01/19/2024] [Indexed: 02/06/2024] Open
Abstract
Computational models of gene regulations help to understand regulatory mechanisms and are extensively used in a wide range of areas, e.g., biotechnology or medicine, with significant benefits. Unfortunately, there are only a few computational gene regulatory models of whole genomes allowing static and dynamic analysis due to the lack of sophisticated tools for their reconstruction. Here, we describe Augusta, an open-source Python package for Gene Regulatory Network (GRN) and Boolean Network (BN) inference from the high-throughput gene expression data. Augusta can reconstruct genome-wide models suitable for static and dynamic analyses. Augusta uses a unique approach where the first estimation of a GRN inferred from expression data is further refined by predicting transcription factor binding motifs in promoters of regulated genes and by incorporating verified interactions obtained from databases. Moreover, a refined GRN is transformed into a draft BN by searching in the curated model database and setting logical rules to incoming edges of target genes, which can be further manually edited as the model is provided in the SBML file format. The approach is applicable even if information about the organism under study is not available in the databases, which is typically the case for non-model organisms including most microbes. Augusta can be operated from the command line and, thus, is easy to use for automated prediction of models for various genomes. The Augusta package is freely available at github.com/JanaMus/Augusta. Documentation and tutorials are available at augusta.readthedocs.io.
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Affiliation(s)
- Jana Musilova
- Department of Biomedical Engineering, Faculty of Electrical Engineering and Communication, Brno University of Technology, Brno 61600, Czech Republic
- Department of Biochemistry, University of Nebraska-Lincoln, Lincoln 68588, NE, USA
| | - Zdenek Vafek
- Department of Biochemistry, University of Nebraska-Lincoln, Lincoln 68588, NE, USA
- Institute of Forensic Engineering, Brno University of Technology, Brno 61200, Czech Republic
| | - Bhanwar Lal Puniya
- Department of Biochemistry, University of Nebraska-Lincoln, Lincoln 68588, NE, USA
| | - Ralf Zimmer
- Department of Informatics, Ludwig-Maximilians-Universität München, Munich 80539, Germany
| | - Tomas Helikar
- Department of Biochemistry, University of Nebraska-Lincoln, Lincoln 68588, NE, USA
| | - Karel Sedlar
- Department of Biomedical Engineering, Faculty of Electrical Engineering and Communication, Brno University of Technology, Brno 61600, Czech Republic
- Department of Informatics, Ludwig-Maximilians-Universität München, Munich 80539, Germany
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26
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Neal M, Brakewood W, Betenbaugh M, Zengler K. Pan-genome-scale metabolic modeling of Bacillus subtilis reveals functionally distinct groups. mSystems 2024; 9:e0092324. [PMID: 39365060 PMCID: PMC11575223 DOI: 10.1128/msystems.00923-24] [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: 07/10/2024] [Accepted: 08/20/2024] [Indexed: 10/05/2024] Open
Abstract
Bacillus subtilis is an important industrial and environmental microorganism known to occupy many niches and produce many compounds of interest. Although it is one of the best-studied organisms, much of this focus including the reconstruction of genome-scale metabolic models has been placed on a few key laboratory strains. Here, we substantially expand these prior models to pan-genome-scale, representing 481 genomes of B. subtilis with 2,315 orthologous gene clusters, 1,874 metabolites, and 2,239 reactions. Furthermore, we incorporate data from carbon utilization experiments for eight strains to refine and validate its metabolic predictions. This comprehensive pan-genome model enables the assessment of strain-to-strain differences related to nutrient utilization, fermentation outputs, robustness, and other metabolic aspects. Using the model and phenotypic predictions, we divide B. subtilis strains into five groups with distinct patterns of behavior that correlate across these features. The pan-genome model offers deep insights into B. subtilis' metabolism as it varies across environments and provides an understanding as to how different strains have adapted to dynamic habitats. IMPORTANCE As the volume of genomic data and computational power have increased, so has the number of genome-scale metabolic models. These models encapsulate the totality of metabolic functions for a given organism. Bacillus subtilis strain 168 is one of the first bacteria for which a metabolic network was reconstructed. Since then, several updated reconstructions have been generated for this model microorganism. Here, we expand the metabolic model for a single strain into a pan-genome-scale model, which consists of individual models for 481 B. subtilis strains. By evaluating differences between these strains, we identified five distinct groups of strains, allowing for the rapid classification of any particular strain. Furthermore, this classification into five groups aids the rapid identification of suitable strains for any application.
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Affiliation(s)
- Maxwell Neal
- Department of Bioengineering, University of California, San Diego, California, USA
| | - William Brakewood
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, USA
| | - Michael Betenbaugh
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, USA
| | - Karsten Zengler
- Department of Bioengineering, University of California, San Diego, California, USA
- Department of Pediatrics, University of California, San Diego, California, USA
- Center for Microbiome Innovation, University of California, San Diego, California, USA
- Program in Materials Science and Engineering, University of California, San Diego, La Jolla, California, USA
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27
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Zhu M, Wang Y, Mu H, Han F, Wang Q, Pei Y, Wang X, Dai X. Plasmid-encoded phosphatase RapP enhances cell growth in non-domesticated Bacillus subtilis strains. Nat Commun 2024; 15:9567. [PMID: 39500898 PMCID: PMC11538241 DOI: 10.1038/s41467-024-53992-x] [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: 07/08/2024] [Accepted: 10/28/2024] [Indexed: 11/08/2024] Open
Abstract
The trade-off between rapid growth and other important physiological traits (e.g., survival and adaptability) poses a fundamental challenge for microbes to achieve fitness maximization. Studies on Bacillus subtilis biology often use strains derived after a process of lab 'domestication' from an ancestral strain known as Marburg strain. The domestication process led to loss of a large plasmid (pBS32) encoding a phosphatase (RapP) that dephosphorylates the Spo0F protein and thus regulates biofilm formation and sporulation. Here, we show that plasmid pBS32, and more specifically rapP, enhance growth rates by preventing premature expression of the Spo0F-Spo0A-mediated adaptive response during exponential phase. This results in reallocation of proteome resources towards biosynthetic, growth-promoting pathways without compromising long-term fitness during stationary phase. Thus, RapP helps B. subtilis to constrain physiological trade-offs and economize cellular resources for fitness improvement.
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Affiliation(s)
- Manlu Zhu
- State Key Laboratory of Green Pesticide; Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan, PR China
| | - Yiheng Wang
- State Key Laboratory of Green Pesticide; Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan, PR China
| | - Haoyan Mu
- State Key Laboratory of Green Pesticide; Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan, PR China
| | - Fei Han
- State Key Laboratory of Green Pesticide; Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan, PR China
| | - Qian Wang
- State Key Laboratory of Green Pesticide; Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan, PR China
| | - Yongfu Pei
- State Key Laboratory of Green Pesticide; Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan, PR China
| | - Xin Wang
- State Key Laboratory of Green Pesticide; Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan, PR China
| | - Xiongfeng Dai
- State Key Laboratory of Green Pesticide; Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan, PR China.
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28
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Alvi S, Mondelo VD, Boyle J, Buck A, Gejo J, Mason M, Matta S, Sheridan A, Kreutzberger MAB, Egelman EH, McLoon A. Flagellar point mutation causes social aggregation in laboratory-adapted Bacillus subtilis under conditions that promote swimming. J Bacteriol 2024; 206:e0019924. [PMID: 39248522 PMCID: PMC11500573 DOI: 10.1128/jb.00199-24] [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: 05/10/2024] [Accepted: 08/01/2024] [Indexed: 09/10/2024] Open
Abstract
Motility allows microbes to explore and maximize success in their environment; however, many laboratory bacterial strains have a reduced or altered capacity for motility. Swimming motility in Bacillus subtilis depends on peritrichous flagella and is carried out individually as cells move by biased random walks toward attractants. Previously, we adapted Bacillus subtilis strain 3610 to the laboratory for 300 generations in lysogeny broth (LB) batch culture and isolated lab-adapted strains. Strain SH2 is motility-defective and in broth culture forms large, frequently spherical aggregates of cells. A single point mutation in the flagellin gene hag that causes amino acid 259 to switch from A to T is necessary and sufficient to cause these social cell aggregates, and aggregation occurs between flagellated cells bearing this point mutation regardless of the strain background. Cells associate when bearing this mutation, but flagellar rotation is needed to pull associating cells into spherical aggregates. Using electron microscopy, we are able to show that the SH2 flagellar filament has limited polymorphism when compared to other flagellar structures. This limited polymorphism hinders the flagellum's ability to function as a motility apparatus but appears to alter its function to that of cell aggregation/adhesion. We speculate that the genotype-specific aggregation of cells producing HagA259T flagella could have increased representation in a batch-culture experiment by allowing similar cells to go through a transfer together and also that this mutation could serve as an early step to evolve sociality in the natural world.IMPORTANCEThe first life forms on this planet were prokaryotic, and the earliest environments were aquatic, and from these relatively simple starting conditions, complex communities of microbes and ultimately multicellular organisms were able to evolve. Usually, motile cells in aqueous environments swim as individuals but become social by giving up motility and secreting extracellular substances to become a biofilm. Here, we identify a single point mutation in the flagellum that is sufficient to allow cells containing this mutation to specifically form large, suspended groups of cells. The specific change in the flagellar filament protein subunits causes a unique change in the flagellar structure. This could represent a distinct way for closely related cells to associate as an early precursor to sociality.
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Affiliation(s)
- Safiya Alvi
- Biology Department, Siena College, Loudonville, New York, USA
| | | | | | - Amanda Buck
- Biology Department, Siena College, Loudonville, New York, USA
| | - Justin Gejo
- Biology Department, Siena College, Loudonville, New York, USA
| | - Molly Mason
- Biology Department, Siena College, Loudonville, New York, USA
| | - Shriya Matta
- Biology Department, Siena College, Loudonville, New York, USA
| | | | - Mark A. B. Kreutzberger
- Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, Virginia, USA
| | - Edward H. Egelman
- Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, Virginia, USA
| | - Anna McLoon
- Biology Department, Siena College, Loudonville, New York, USA
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29
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Ma D, Qiu L, Wang X, Li L, Peng S, Liao Y, Li K. L-arabinose isomerase from Lactobacillus fermentum C6: Enzymatic characteristics and its recombinant Bacillus subtilis whole cells achieving a significantly increased production of D-tagatose. Int J Biol Macromol 2024; 278:134753. [PMID: 39147336 DOI: 10.1016/j.ijbiomac.2024.134753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Revised: 08/11/2024] [Accepted: 08/12/2024] [Indexed: 08/17/2024]
Abstract
L-arabinose isomerase (L-AI) is a functional enzyme for the isomerizing of D-galactose to produce D-tagatose. In this study, L-AI-C6-encoding gene from the probiotic Lactobacillus fermentum C6 was cloned and expressed in Bacillus subtilis WB600 for investigating enzymatic characteristics and bioconverting D-tagatose by means of whole-cell catalysis. Results showed that the engineered B. subtilis WB600-pMA5-LAI achieved a maximum specific activity of L-AI-C6 (232.65 ± 15.54 U/mg protein) under cultivation in LB medium at 28 °C for 40 h. The recombinant L-AI-C6 was purified, and enzymatic characteristics test showed its optimum reaction temperature and pH at 60 °C and 8.0, respectively. In addition, L-AI-C6 exhibited good stability within the pH range of 5.5-9.0. By using B. subtilis WB600-pMA5-LAI cells as whole-cell catalyst, the highest D-tagatose yield reached 42.91 ± 0.28 % with D-galactose as substrate, which was 2.41 times that of L. fermentum C6 (17.79 ± 0.11 %). This suggested that the cloning and heterologous expression of L-AI-C6 was an effective strategy for improving D-tagatose conversion by whole-cell catalysis. In brief, the present study demonstrated that the reaction temperature, pH, and stability of L-AI-C6 from L. fermentum C6 meet the demands of industrial application, and the constructed B. subtilis WB600-pMA5-LAI shows promising potential for the whole-cell biotransformation of D-tagatose.
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Affiliation(s)
- Donglin Ma
- College of Food Science and Technology of Guangdong Ocean University, Zhanjiang 524088, China.
| | - Lu Qiu
- Jiangxi Engineering Laboratory for the Development and Utilization of Agricultural Microbial Resources, Jiangxi Agricultural University, Nanchang 330045, China
| | - Xiaofang Wang
- Agriculture Products Processing Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524001, China
| | - Lilang Li
- College of Food Science and Technology of Guangdong Ocean University, Zhanjiang 524088, China.
| | - Shuaiying Peng
- Jiangxi Engineering Laboratory for the Development and Utilization of Agricultural Microbial Resources, Jiangxi Agricultural University, Nanchang 330045, China.
| | - Yan Liao
- College of Food Science and Technology of Guangdong Ocean University, Zhanjiang 524088, China.
| | - Kuntai Li
- College of Food Science and Technology of Guangdong Ocean University, Zhanjiang 524088, China.
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30
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Mahendran A, Orlando BJ. Genome wide structural prediction of ABC transporter systems in Bacillus subtilis. Front Microbiol 2024; 15:1469915. [PMID: 39397791 PMCID: PMC11466899 DOI: 10.3389/fmicb.2024.1469915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Accepted: 09/17/2024] [Indexed: 10/15/2024] Open
Abstract
ABC transporters are a diverse superfamily of membrane protein complexes that utilize the binding/hydrolysis of ATP to power substrate movement across biological membranes or perform mechanical work. In bacteria, these transporters play essential roles in biochemical processes ranging from nutrient uptake and protein secretion to antibiotic resistance and cell-wall remodeling. Analysis of the complete genome sequence of the Gram-positive organism Bacillus subtilis has previously revealed that ABC transporters comprise the largest family of proteins across the entire genome. Despite the widespread presence of these transporters in B. subtilis, relatively few experimental structures of ABC transporters from this organism have been determined. Here we leverage the power of AlphaFold-Multimer to predict the 3-dimensional structure of all potential ABC transporter complexes that have been identified from bioinformatic analysis of the B. subtilis genome. We further classify the ABC transporters into discrete classes based on their predicted architecture and the presence or absence of distinct protein domains. The 3-dimensional structure predictions presented here serve as a template to understand the structural and functional diversity of ABC transporter systems in B. subtilis and illuminate areas in which further experimental structural validation is warranted.
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Affiliation(s)
| | - Benjamin J. Orlando
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, United States
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31
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Sawada K, Hagihara H, Takimura Y, Kataoka M. Production and molecular weight variation of poly-γ-glutamic acid using a recombinant Bacillus subtilis with various Pgs-component ratios. Biosci Biotechnol Biochem 2024; 88:1217-1224. [PMID: 38955395 DOI: 10.1093/bbb/zbae093] [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: 05/07/2024] [Accepted: 06/26/2024] [Indexed: 07/04/2024]
Abstract
Poly-γ-glutamic acid (PGA) has been of interest as a sustainable biopolymer in industrial applications. PGA biosynthesis in Bacillus subtilis is catalyzed by a transmembrane protein complex comprising PgsB, PgsC, and PgsA. To determine the Pgs component responsible for PGA overproduction, we constructed recombinants in which the promoter of the host-derived pgs gene was replaced with another host-derived gene promoter. These recombinants were then transformed using high-copy-number plasmids with various pgs-gene combinations to enhance Pgs component in different ratios. Subsequently, PGA production was investigated in batch cultures with l-glutamate supplemented medium. The recombinant strain enhanced with pgsB alone significantly overproduced PGA (maximum production 35.8 g/L) than either the pgsC- or pgsA-enhanced strain. The molecular weight of the PGA produced with the pgsB-enhanced strain was also greater than that for the pgsC- or pgsA-enhanced strain (approximately 10-fold). Hence, PgsB enhancement alone contributes to PGA overproduction with increased molecular weight.
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Affiliation(s)
- Kazuhisa Sawada
- Global R&D-Biological Science Research, Kao Corporation, Haga, Tochigi, Japan
- Department of Biomedical Engineering, Graduate School of Shinshu University, Wakasato, Nagano, Japan
| | - Hiroshi Hagihara
- Global R&D-Biological Science Research, Kao Corporation, Haga, Tochigi, Japan
| | - Yasushi Takimura
- Global R&D-Biological Science Research, Kao Corporation, Haga, Tochigi, Japan
| | - Masakazu Kataoka
- Department of Biomedical Engineering, Graduate School of Shinshu University, Wakasato, Nagano, Japan
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32
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Diessner EM, Takahashi GR, Butts CT, Martin RW. Comparative analysis of thermal adaptations of extremophilic prolyl oligopeptidases. Biophys J 2024; 123:3143-3162. [PMID: 39014897 PMCID: PMC11427779 DOI: 10.1016/j.bpj.2024.07.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 05/14/2024] [Accepted: 07/10/2024] [Indexed: 07/18/2024] Open
Abstract
Prolyl oligopeptidases from psychrophilic, mesophilic, and thermophilic organisms found in a range of natural environments are studied using a combination of protein structure prediction, atomistic molecular dynamics, and trajectory analysis to determine how the S9 protease family adapts to extreme thermal conditions. We compare our results with hypotheses from the literature regarding structural adaptations that allow proteins to maintain structure and function at extreme temperatures, and we find that, in the case of prolyl oligopeptidases, only a subset of proposed adaptations are employed for maintaining stability. The catalytic and propeller domains are highly structured, limiting the range of mutations that can be made to enhance hydrophobicity or form disulfide bonds without disrupting the formation of necessary secondary structure. Rather, we observe a pattern in which overall prevalence of bound interactions (salt bridges and hydrogen bonds) is conserved by using increasing numbers of increasingly short-lived interactions as temperature increases. This suggests a role for an entropic rather than energetic strategy for thermal adaptation in this protein family.
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Affiliation(s)
| | - Gemma R Takahashi
- Department of Molecular Biology & Biochemistry, University of California, Irvine, Irvine, California
| | - Carter T Butts
- Departments of Sociology, Statistics, Computer Science, and EECS, University of California, Irvine, Irvine, California.
| | - Rachel W Martin
- Department of Chemistry, University of California, Irvine, Irvine, California; Department of Molecular Biology & Biochemistry, University of California, Irvine, Irvine, California.
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Christensen PM, Martin J, Uppuluri A, Joyce LR, Wei Y, Guan Z, Morcos F, Palmer KL. Lipid discovery enabled by sequence statistics and machine learning. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.10.12.562061. [PMID: 37873101 PMCID: PMC10592805 DOI: 10.1101/2023.10.12.562061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Bacterial membranes are complex and dynamic, arising from an array of evolutionary pressures. One enzyme that alters membrane compositions through covalent lipid modification is MprF. We recently identified that Streptococcus agalactiae MprF synthesizes lysyl-phosphatidylglycerol (Lys-PG) from anionic PG, and a novel cationic lipid, lysyl-glucosyl-diacylglycerol (Lys-Glc-DAG), from neutral glycolipid Glc-DAG. This unexpected result prompted us to investigate whether Lys-Glc-DAG occurs in other MprF-containing bacteria, and whether other novel MprF products exist. Here, we studied protein sequence features determining MprF substrate specificity. First, pairwise analyses identified several streptococ-cal MprFs synthesizing Lys-Glc-DAG. Second, a restricted Boltzmann machine-guided approach led us to discover an entirely new substrate for MprF in Enterococcus , diglucosyl-diacylglycerol (Glc 2 -DAG), and an expanded set of organisms that modify glycolipid substrates using MprF. Overall, we combined the wealth of available sequence data with machine learning to model evolutionary constraints on MprF sequences across the bacterial domain, thereby identifying a novel cationic lipid.
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Abraha HB, Ramesha RM, Ferdiansyah MK, Son H, Kim G, Park B, Jeong DY, Kim KP. Genome Analysis of a Newly Sequenced B. subtilis SRCM117797 and Multiple Public B. subtilis Genomes Unveils Insights into Strain Diversification and Biased Core Gene Distribution. Curr Microbiol 2024; 81:305. [PMID: 39133322 DOI: 10.1007/s00284-024-03819-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Accepted: 07/22/2024] [Indexed: 08/13/2024]
Abstract
The bacterium Bacillus subtilis is a widely used study model and industrial workhorse organism that belongs to the group of gram-positive bacteria. In this study, we report the analysis of a newly sequenced complete genome of B. subtilis strain SRCM117797 along with a comparative genomics of a large collection of B. subtilis strain genomes. B. subtilis strain SRCM117797 has 4,255,638 bp long chromosome with 43.4% GC content and high coding sequence association with macromolecules, metabolism, and phage genes. Genomic diversity analysis of 232 B. subtilis strains resulted in the identification of eight clusters and three singletons. Of 147 B. subtilis strains included, 89.12% had strain-specific genes, of which 6.75% encoded strain-specific insertion sequence family transposases. Our analysis showed a potential role of strain-specific insertion sequence family transposases in intra-cellular accumulation of strain-specific genes. Furthermore, the chromosomal layout of the core genes was biased: overrepresented on the upper half (closer to the origin of replication) of the chromosome, which may explain the fast-growing characteristics of B. subtilis. Overall, the study provides a complete genome sequence of B. subtilis strain SRCM117797, show an extensive genomic diversity of B. subtilis strains and insights into strain diversification mechanism and non-random chromosomal layout of core genes.
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Affiliation(s)
- Haftom Baraki Abraha
- Department of Food Science and Technology, Jeonbuk National University, Jeonju, 54896, South Korea
| | | | | | - Hyeonro Son
- Department of Agricultural Convergence Technology, Jeonbuk National University, Jeonju, 54896, South Korea
| | - Gayeong Kim
- Department of Food Science and Technology, Jeonbuk National University, Jeonju, 54896, South Korea
| | - Beomseok Park
- Department of Agricultural Convergence Technology, Jeonbuk National University, Jeonju, 54896, South Korea
| | - Do-Youn Jeong
- Microbial Institute for Fermentation Industry, Sunchang, 56048, South Korea
| | - Kwang-Pyo Kim
- Department of Food Science and Technology, Jeonbuk National University, Jeonju, 54896, South Korea.
- Department of Agricultural Convergence Technology, Jeonbuk National University, Jeonju, 54896, South Korea.
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Xingya Z, Xiaoping F, Jie Z, Jun Y, Hongchen Z, Wenqin B, Hui S. BsuMI regulates DNA transformation in Bacillus subtilis besides the defense system and the constructed strain with BsuMI-absence is applicable as a universal transformation platform for wild-type Bacillus. Microb Cell Fact 2024; 23:225. [PMID: 39123211 PMCID: PMC11311917 DOI: 10.1186/s12934-024-02493-z] [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: 03/02/2024] [Accepted: 07/29/2024] [Indexed: 08/12/2024] Open
Abstract
BACKGROUND To effectively introduce plasmids into Bacillus species and conduct genetic manipulations in Bacillus chassis strains, it is essential to optimize transformation methods. These methods aim to extend the period of competence and enhance the permeability of the cell membrane to facilitate the entry of exogenous DNA. Although various strategies have been explored, few studies have delved into identifying metabolites and pathways associated with enhanced competence. Additionally, derivative Bacillus strains with non-functional restriction-modification systems have demonstrated superior efficiency in transforming exogenous DNA, lacking more explorations in the regulation conducted by the restriction-modification system to transformation process. RESULTS Transcriptomic comparisons were performed to discover the competence forming mechanism and the regulation pathway conducted by the BsuMI methylation modification group in Bacillus. subtilis 168 under the Spizizen transformation condition, which were speculated to be the preferential selection of carbon sources by the cells and the preference for specific metabolic pathway when utilizing the carbon source. The cells were found to utilize the glycolysis pathway to exploit environmental glucose while reducing the demand for other phosphorylated precursors in this pathway. The weakening of these ATP-substrate competitive metabolic pathways allowed more ATP substrates to be distributed into the auto-phosphorylation of the signal transduction factor ComP during competence formation, thereby increasing the expression level of the key regulatory protein ComK. The expression of ComK upregulated the expression of the negative regulator SacX of starch and sucrose in host cells, reinforcing the preference for glucose as the primary carbon source. The methylation modification group of the primary protein BsuMI in the restriction-modification system was associated with the functional modification of key enzymes in the oxidative phosphorylation pathway. The absence of the BsuMI methylation modification group resulted in a decrease in the expression of subunits of cytochrome oxidase, leading to a weakening of the oxidative phosphorylation pathway, which promoted the glycolytic rate of cells and subsequently improved the distribution of ATP molecules into competence formation. A genetic transformation platform for wild-type Bacillus strains was successfully established based on the constructed strain B. subtilis 168-R-M- without its native restriction-modification system. With this platform, high plasmids transformation efficiencies were achieved with a remarkable 63-fold improvement compared to the control group and an increased universality in Bacillus species was also obtained. CONCLUSIONS The enhanced competence formation mechanism and the regulation pathway conducted by the functional protein BsuMI of the restriction-modification system were concluded, providing a reference for further investigation. An effective transformation platform was established to overcome the obstacles in DNA transformations in wild-type Bacillus strains.
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Affiliation(s)
- Zhao Xingya
- Industrial Enzymes National Engineering Research Center, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China
- Tianjin Key Laboratory for Industrial Biological Systems and Bioprocessing Engineering, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China
- National Center of Technology Innovation for Synthetic Biology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China
| | - Fu Xiaoping
- Industrial Enzymes National Engineering Research Center, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China
- National Center of Technology Innovation for Synthetic Biology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China
- Key Laboratory of Engineering Biology for Low-Carbon Manufacturing, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China
| | - Zhen Jie
- Industrial Enzymes National Engineering Research Center, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China
- Tianjin Key Laboratory for Industrial Biological Systems and Bioprocessing Engineering, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China
- Key Laboratory of Engineering Biology for Low-Carbon Manufacturing, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China
| | - Yang Jun
- Industrial Enzymes National Engineering Research Center, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China
- Key Laboratory of Engineering Biology for Low-Carbon Manufacturing, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China
| | - Zheng Hongchen
- Industrial Enzymes National Engineering Research Center, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China.
- Tianjin Key Laboratory for Industrial Biological Systems and Bioprocessing Engineering, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China.
- National Center of Technology Innovation for Synthetic Biology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China.
- Key Laboratory of Engineering Biology for Low-Carbon Manufacturing, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China.
| | - Bai Wenqin
- Industrial Enzymes National Engineering Research Center, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China.
- National Center of Technology Innovation for Synthetic Biology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China.
- Key Laboratory of Engineering Biology for Low-Carbon Manufacturing, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China.
| | - Song Hui
- Industrial Enzymes National Engineering Research Center, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China
- Tianjin Key Laboratory for Industrial Biological Systems and Bioprocessing Engineering, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China
- National Center of Technology Innovation for Synthetic Biology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China
- Key Laboratory of Engineering Biology for Low-Carbon Manufacturing, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin Airport Economic Area, 32 West 7th Avenue, Tianjin, 300308, China
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Andress Huacachino A, Joo J, Narayanan N, Tehim A, Himes BE, Penning TM. Aldo-keto reductase (AKR) superfamily website and database: An update. Chem Biol Interact 2024; 398:111111. [PMID: 38878851 PMCID: PMC11232437 DOI: 10.1016/j.cbi.2024.111111] [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: 02/02/2024] [Revised: 05/09/2024] [Accepted: 06/13/2024] [Indexed: 06/23/2024]
Abstract
The aldo-keto reductase (AKR) superfamily is a large family of proteins found across the kingdoms of life. Shared features of the family include 1) structural similarities such as an (α/β)8-barrel structure, disordered loop structure, cofactor binding site, and a catalytic tetrad, and 2) the ability to catalyze the nicotinamide adenine dinucleotide (phosphate) reduced (NAD(P)H)-dependent reduction of a carbonyl group. A criteria of family membership is that the protein must have a measured function, and thus, genomic sequences suggesting the transcription of potential AKR proteins are considered pseudo-members until evidence of a functionally expressed protein is available. Currently, over 200 confirmed AKR superfamily members are reported to exist. A systematic nomenclature for the AKR superfamily exists to facilitate family and subfamily designations of the member to be communicated easily. Specifically, protein names include the root "AKR", followed by the family represented by an Arabic number, the subfamily-if one exists-represented by a letter, and finally, the individual member represented by an Arabic number. The AKR superfamily database has been dedicated to tracking and reporting the current knowledge of the AKRs since 1997, and the website was last updated in 2003. Here, we present an updated version of the website and database that were released in 2023. The database contains genetic, functional, and structural data drawn from various sources, while the website provides alignment information and family tree structure derived from bioinformatics analyses.
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Affiliation(s)
- Andrea Andress Huacachino
- Department of Biochemistry & Biophysics, University of Pennsylvania, Philadelphia, PA, 19104-6061, USA; Center of Excellence in Environmental Toxicology, University of Pennsylvania, Philadelphia, PA, 19104-6061, USA
| | - Jaehyun Joo
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, 19104-6061, USA
| | - Nisha Narayanan
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, 19104-6061, USA
| | - Anisha Tehim
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, 19104-6061, USA
| | - Blanca E Himes
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, 19104-6061, USA; Center of Excellence in Environmental Toxicology, University of Pennsylvania, Philadelphia, PA, 19104-6061, USA
| | - Trevor M Penning
- Center of Excellence in Environmental Toxicology, University of Pennsylvania, Philadelphia, PA, 19104-6061, USA; Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania, Philadelphia, PA, 19104-6061, USA.
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37
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Prakash Tamang J, Kharnaior P, Pariyar P. Whole genome sequencing of the poly-γ-glutamic acid-producing novel Bacillus subtilis Tamang strain, isolated from spontaneously fermented kinema. Food Res Int 2024; 190:114655. [PMID: 38945588 DOI: 10.1016/j.foodres.2024.114655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2024] [Revised: 06/14/2024] [Accepted: 06/15/2024] [Indexed: 07/02/2024]
Abstract
Kinema, a traditional fermented soybean food from the Himalayas, is well-liked for its sticky texture and flavourful umami taste. Among 175 bacterial strains from spontaneously fermented kinema samples, Bacillus subtilis Tamang strain stood out for its high stickiness and viscosity. The strain's Poly-γ-glutamic acid (γ-PGA) contains various groups of glutamic acid and has a molecular weight of 660 kDa. It demonstrates the ability to solubilize iron, preserve ferritin in Caco-2 cells, and exhibit antibacterial properties. The genome of B. subtilis Tamang is devoid of plasmid elements but does feature nine insert elements. Noteworthy is the presence of unique secondary metabolites with potential antimicrobial effects, such as amyloliquecidin GF610, bogorol A, and thermoactinoamide A. A total of 132 carbohydrate-active enzymes (CAZy) were identified, hinting at possible prebiotic characteristics. The genome analysis revealed genes responsible for γ-PGA production via the capBCA complex. Furthermore, genes associated with fibrinolytic activity, taste enhancement, biopeptides, immunomodulators, and vitamins like B12 and K2 were found, along with probiotics and various health benefits. The genetic material for L-asparaginase production, known for its anti-cancer properties, was also detected, as well as CRISPR-Cas systems. The absence of virulence factors and antimicrobial resistance genes confirms the safety of consuming B. subtilis Tamang as a food-grade bacterium.
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Affiliation(s)
- Jyoti Prakash Tamang
- Department of Microbiology, School of Life Sciences, Sikkim University, Science Building, Gangtok 737102, Sikkim, India.
| | - Pynhunlang Kharnaior
- Department of Microbiology, School of Life Sciences, Sikkim University, Science Building, Gangtok 737102, Sikkim, India
| | - Priyambada Pariyar
- Department of Microbiology, School of Life Sciences, Sikkim University, Science Building, Gangtok 737102, Sikkim, India
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38
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Aguilar Suárez R, Kohlstedt M, Öktem A, Neef J, Wu Y, Ikeda K, Yoshida KI, Altenbuchner J, Wittmann C, van Dijl JM. Metabolic Profile of the Genome-Reduced Bacillus subtilis Strain IIG-Bs-27-39: An Attractive Chassis for Recombinant Protein Production. ACS Synth Biol 2024; 13:2199-2214. [PMID: 38981062 PMCID: PMC11264325 DOI: 10.1021/acssynbio.4c00254] [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: 04/20/2024] [Revised: 06/22/2024] [Accepted: 06/26/2024] [Indexed: 07/11/2024]
Abstract
The Gram-positive bacterium Bacillus subtilis is extensively used in the industry for the secretory production of proteins with commercial value. To further improve its performance, this microbe has been the subject of extensive genome engineering efforts, especially the removal of large genomic regions that are dispensable or even counterproductive. Here, we present the genome-reduced B. subtilis strain IIG-Bs-27-39, which was obtained through systematic deletion of mobile genetic elements, as well as genes for extracellular proteases, sporulation, flagella formation, and antibiotic production. Different from previously characterized genome-reduced B. subtilis strains, the IIG-Bs-27-39 strain was still able to grow on minimal media. We used this feature to benchmark strain IIG-Bs-27-39 against its parental strain 168 with respect to heterologous protein production and metabolic parameters during bioreactor cultivation. The IIG-Bs-27-39 strain presented superior secretion of difficult-to-produce staphylococcal antigens, as well as higher specific growth rates and biomass yields. At the metabolic level, changes in byproduct formation and internal amino acid pools were observed, whereas energetic parameters such as the ATP yield, ATP/ADP levels, and adenylate energy charge were comparable between the two strains. Intriguingly, we observed a significant increase in the total cellular NADPH level during all tested conditions and increases in the NAD+ and NADP(H) pools during protein production. This indicates that the IIG-Bs-27-39 strain has more energy available for anabolic processes and protein production, thereby providing a link between strain physiology and production performance. On this basis, we conclude that the genome-reduced strain IIG-Bs-27-39 represents an attractive chassis for future biotechnological applications.
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Affiliation(s)
- Rocío Aguilar Suárez
- Department
of Medical Microbiology, University Medical
Center Groningen-University of Groningen, 9700RB Groningen, The Netherlands
| | - Michael Kohlstedt
- Institute
for Systems Biotechnology, Saarland University, 66123 Saarbrücken, Germany
| | - Ayşegül Öktem
- Department
of Medical Microbiology, University Medical
Center Groningen-University of Groningen, 9700RB Groningen, The Netherlands
| | - Jolanda Neef
- Department
of Medical Microbiology, University Medical
Center Groningen-University of Groningen, 9700RB Groningen, The Netherlands
| | - Yuzheng Wu
- Department
of Science, Technology and Innovation, Kobe
University, 657-8501 Kobe, Japan
| | - Kaiya Ikeda
- Department
of Science, Technology and Innovation, Kobe
University, 657-8501 Kobe, Japan
| | - Ken-Ichi Yoshida
- Department
of Science, Technology and Innovation, Kobe
University, 657-8501 Kobe, Japan
| | - Josef Altenbuchner
- Institute
for Industrial Genetics, University of Stuttgart, 70569 Stuttgart, Germany
| | - Christoph Wittmann
- Institute
for Systems Biotechnology, Saarland University, 66123 Saarbrücken, Germany
| | - Jan Maarten van Dijl
- Department
of Medical Microbiology, University Medical
Center Groningen-University of Groningen, 9700RB Groningen, The Netherlands
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Put H, Gerstmans H, Vande Capelle H, Fauvart M, Michiels J, Masschelein J. Bacillus subtilis as a host for natural product discovery and engineering of biosynthetic gene clusters. Nat Prod Rep 2024; 41:1113-1151. [PMID: 38465694 DOI: 10.1039/d3np00065f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Covering: up to October 2023Many bioactive natural products are synthesized by microorganisms that are either difficult or impossible to cultivate under laboratory conditions, or that produce only small amounts of the desired compound. By transferring biosynthetic gene clusters (BGCs) into alternative host organisms that are more easily cultured and engineered, larger quantities can be obtained and new analogues with potentially improved biological activity or other desirable properties can be generated. Moreover, expression of cryptic BGCs in a suitable host can facilitate the identification and characterization of novel natural products. Heterologous expression therefore represents a valuable tool for natural product discovery and engineering as it allows the study and manipulation of their biosynthetic pathways in a controlled setting, enabling innovative applications. Bacillus is a genus of Gram-positive bacteria that is widely used in industrial biotechnology as a host for the production of proteins from diverse origins, including enzymes and vaccines. However, despite numerous successful examples, Bacillus species remain underexploited as heterologous hosts for the expression of natural product BGCs. Here, we review important advantages that Bacillus species offer as expression hosts, such as high secretion capacity, natural competence for DNA uptake, and the increasing availability of a wide range of genetic tools for gene expression and strain engineering. We evaluate different strain optimization strategies and other critical factors that have improved the success and efficiency of heterologous natural product biosynthesis in B. subtilis. Finally, future perspectives for using B. subtilis as a heterologous host are discussed, identifying research gaps and promising areas that require further exploration.
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Affiliation(s)
- Hanne Put
- Centre of Microbial and Plant Genetics, KU Leuven, 3001 Leuven, Belgium
- VIB-KU Leuven Center for Microbiology, Flanders Institute for Biotechnology, 3001 Leuven, Belgium.
| | - Hans Gerstmans
- VIB-KU Leuven Center for Microbiology, Flanders Institute for Biotechnology, 3001 Leuven, Belgium.
- Laboratory for Biomolecular Discovery & Engineering, KU Leuven, 3001 Leuven, Belgium
- Biosensors Group, KU Leuven, 3001 Leuven, Belgium
| | - Hanne Vande Capelle
- VIB-KU Leuven Center for Microbiology, Flanders Institute for Biotechnology, 3001 Leuven, Belgium.
- Laboratory for Biomolecular Discovery & Engineering, KU Leuven, 3001 Leuven, Belgium
| | - Maarten Fauvart
- Centre of Microbial and Plant Genetics, KU Leuven, 3001 Leuven, Belgium
- VIB-KU Leuven Center for Microbiology, Flanders Institute for Biotechnology, 3001 Leuven, Belgium.
- imec, 3001 Leuven, Belgium
| | - Jan Michiels
- Centre of Microbial and Plant Genetics, KU Leuven, 3001 Leuven, Belgium
- VIB-KU Leuven Center for Microbiology, Flanders Institute for Biotechnology, 3001 Leuven, Belgium.
| | - Joleen Masschelein
- VIB-KU Leuven Center for Microbiology, Flanders Institute for Biotechnology, 3001 Leuven, Belgium.
- Laboratory for Biomolecular Discovery & Engineering, KU Leuven, 3001 Leuven, Belgium
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40
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Zhang G, Feng S, Qin M, Sun J, Liu Y, Luo C, Lin M, Xu S, Liao M, Fan H, Liang Z. Influence of PepF peptidase and sporulation on microcin J25 production in Bacillus subtilis. Microbiol Spectr 2024; 12:e0374823. [PMID: 38780256 PMCID: PMC11218540 DOI: 10.1128/spectrum.03748-23] [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: 10/27/2023] [Accepted: 04/12/2024] [Indexed: 05/25/2024] Open
Abstract
The lasso peptide microcin J25 (MccJ25) possesses strong antibacterial properties and is considered a potential effective component of bacterial disease treatment drugs and safe food preservatives. Although MccJ25 can be heterologously expressed in Bacillus subtilis as we have previously reported, its regulation and accumulation are yet to be understood. Here, we investigated the expression level and stability of MccJ25 in B. subtilis strains with disruption in peptidase genes pepA, pepF, and pepT. Oligoendopeptidase F (PepF) was found to be involved in reduction of the production of MccJ25 by degradation of its precursor peptide. In the pepF mutant, the MccJ25 reached a concentration of 1.68 µM after a cultivation time exceeding 60 hours, while the wild-type strain exhibited a concentration of only 0.14 µM. Moreover, the production of MccJ25 in B. subtilis downregulated the genes associated with sporulation, and this may contribute to its accumulation. Finally, this study provides a strategy to improve the stability and production of MccJ25 in B. subtilis. IMPORTANCE MccJ25 displays significant antibacterial activity, a well-defined mode of action, exceptional safety, and remarkable stability. Hence, it presents itself as a compelling candidate for an optimal antibacterial or anti-endotoxin medication. The successful establishment of exogenous production of MccJ25 in Bacillus subtilis provides a strategy for reducing its production cost and diversifying its utilization. In this study, we have provided evidence indicating that both peptidase PepF and sporulation are significant factors that limit the expression of MccJ25 in B. subtilis. The ΔpepF and ΔsigF mutants of B. subtilis express MccJ25 with higher production yield and enhanced stability. To sum up, this study developed several better engineered strains of B. subtilis, which greatly reduced the consumption of MccJ25 during the nutrient depletion stage of the host strain, improved its production, and elucidated factors that may be involved in reducing MccJ25 accumulation in B. subtilis.
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Affiliation(s)
- Guangwen Zhang
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Saixiang Feng
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Key Laboratory of Zoonosis Prevention and Control of Guangdong Province, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, South China Agricultural University, Guangzhou, China
- Key Laboratory of Veterinary Vaccine Innovation of the Ministry of Agriculture, Guangzhou, China
- National and Regional Joint Engineering Laboratory for Medicament of Zoonosis Prevention and Control, Guangzhou, China
| | - Miaomiao Qin
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Juan Sun
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Yutong Liu
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Changqi Luo
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Min Lin
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Siqi Xu
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Ming Liao
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Key Laboratory of Zoonosis Prevention and Control of Guangdong Province, Guangzhou, China
- Guangdong Laboratory for Lingnan Modern Agriculture, South China Agricultural University, Guangzhou, China
- Key Laboratory of Veterinary Vaccine Innovation of the Ministry of Agriculture, Guangzhou, China
- National and Regional Joint Engineering Laboratory for Medicament of Zoonosis Prevention and Control, Guangzhou, China
- Institute of Animal Health, Guangdong Academy of Agricultural Sciences, Guangzhou, China
| | - Huiying Fan
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
- Key Laboratory of Zoonosis Prevention and Control of Guangdong Province, Guangzhou, China
- Key Laboratory of Veterinary Vaccine Innovation of the Ministry of Agriculture, Guangzhou, China
- National and Regional Joint Engineering Laboratory for Medicament of Zoonosis Prevention and Control, Guangzhou, China
| | - Zhaoping Liang
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
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Schlüter L, Busche T, Bondzio L, Hütten A, Niehaus K, Schneiker-Bekel S, Pühler A, Kalinowski J. Sigma Factor Engineering in Actinoplanes sp. SE50/110: Expression of the Alternative Sigma Factor Gene ACSP50_0507 (σH As) Enhances Acarbose Yield and Alters Cell Morphology. Microorganisms 2024; 12:1241. [PMID: 38930623 PMCID: PMC11205660 DOI: 10.3390/microorganisms12061241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 06/11/2024] [Accepted: 06/17/2024] [Indexed: 06/28/2024] Open
Abstract
Sigma factors are transcriptional regulators that are part of complex regulatory networks for major cellular processes, as well as for growth phase-dependent regulation and stress response. Actinoplanes sp. SE50/110 is the natural producer of acarbose, an α-glucosidase inhibitor that is used in diabetes type 2 treatment. Acarbose biosynthesis is dependent on growth, making sigma factor engineering a promising tool for metabolic engineering. ACSP50_0507 is a homolog of the developmental and osmotic-stress-regulating Streptomyces coelicolor σHSc. Therefore, the protein encoded by ACSP50_0507 was named σHAs. Here, an Actinoplanes sp. SE50/110 expression strain for the alternative sigma factor gene ACSP50_0507 (sigHAs) achieved a two-fold increased acarbose yield with acarbose production extending into the stationary growth phase. Transcriptome sequencing revealed upregulation of acarbose biosynthesis genes during growth and at the late stationary growth phase. Genes that are transcriptionally activated by σHAs frequently code for secreted or membrane-associated proteins. This is also mirrored by the severely affected cell morphology, with hyperbranching, deformed and compartmentalized hyphae. The dehydrated cell morphology and upregulation of further genes point to a putative involvement in osmotic stress response, similar to its S. coelicolor homolog. The DNA-binding motif of σHAs was determined based on transcriptome sequencing data and shows high motif similarity to that of its homolog. The motif was confirmed by in vitro binding of recombinantly expressed σHAs to the upstream sequence of a strongly upregulated gene. Autoregulation of σHAs was observed, and binding to its own gene promoter region was also confirmed.
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Affiliation(s)
- Laura Schlüter
- Microbial Genomics and Biotechnology, Center for Biotechnology, Bielefeld University, 33594 Bielefeld, Germany; (L.S.); (S.S.-B.)
| | - Tobias Busche
- Technology Platform Genomics, Center for Biotechnology, Bielefeld University, 33594 Bielefeld, Germany;
- Medical School East Westphalia-Lippe, Bielefeld University, 33594 Bielefeld, Germany
| | - Laila Bondzio
- Faculty of Physics, Bielefeld University, 33594 Bielefeld, Germany; (L.B.); (A.H.)
| | - Andreas Hütten
- Faculty of Physics, Bielefeld University, 33594 Bielefeld, Germany; (L.B.); (A.H.)
| | - Karsten Niehaus
- Proteome and Metabolome Research, Faculty of Biology, Bielefeld University, 33594 Bielefeld, Germany;
| | - Susanne Schneiker-Bekel
- Microbial Genomics and Biotechnology, Center for Biotechnology, Bielefeld University, 33594 Bielefeld, Germany; (L.S.); (S.S.-B.)
- Genome Research of Industrial Microorganisms, Center for Biotechnology (CeBiTec), Bielefeld University, 33594 Bielefeld, Germany;
| | - Alfred Pühler
- Genome Research of Industrial Microorganisms, Center for Biotechnology (CeBiTec), Bielefeld University, 33594 Bielefeld, Germany;
| | - Jörn Kalinowski
- Microbial Genomics and Biotechnology, Center for Biotechnology, Bielefeld University, 33594 Bielefeld, Germany; (L.S.); (S.S.-B.)
- Technology Platform Genomics, Center for Biotechnology, Bielefeld University, 33594 Bielefeld, Germany;
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Sharma D, Chetri PB, Ranga V, Sen S, Sarmah BK, Barooah M. Genomic analysis of acid tolerance genes and deciphering the function of ydaG gene in mitigating acid tolerance in Priestia megaterium. Front Microbiol 2024; 15:1414777. [PMID: 38966390 PMCID: PMC11222612 DOI: 10.3389/fmicb.2024.1414777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 06/10/2024] [Indexed: 07/06/2024] Open
Abstract
Adverse environmental conditions, such as acid stress, induce bacteria to employ several strategies to overcome these stressors. These strategies include forming biofilms and activating specific molecular pathways, such as the general stress response (GSR). The genome of Priestia megaterium strain G18 was sequenced using the Illumina NextSeq 500 system, resulting in a de novo assembly of 80 scaffolds. The scaffolded genome comprises 5,367,956 bp with a GC content of 37.89%, and was compared to related strains using the MiGA web server, revealing high similarity to P. megaterium NBRC 15308 and P. aryabhattai B8W22 with ANI scores of 95.4%. Phylogenetic and ribosomal multilocus sequence typing (rMLST) analyses, based on the 16S rRNA and ribosomal protein-encoding alleles, confirmed close relationships within the P. megaterium species. Functional annotation identified 5,484 protein-coding genes, with 72.31% classified into 22 COG categories, highlighting roles in amino acid transport, transcription, carbohydrate metabolism, and ribosomal structure. An in-depth genome analysis of P. megaterium G18 revealed several key genes associated with acid tolerance. Targeted inactivation of the ydaG gene from SigB regulon, a general stress response gene, significantly reduced growth under acidic conditions compared to the wild type. qRT-PCR analysis showed increased ydaG expression in acidic conditions, further supporting its role in acid stress response. Microscopic analysis revealed no morphological differences between wild-type and mutant cells, suggesting that ydaG is not involved in maintaining cellular morphology but in facilitating acid tolerance through stress protein production. This research contributes to understanding the molecular mechanisms underlying acid tolerance in soil bacteria, P. megaterium, shedding light on potential applications in agriculture and industry.
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Affiliation(s)
- Darshana Sharma
- DBT—North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Purna Bahadur Chetri
- DBT—North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Vipin Ranga
- DBT—North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Subhajit Sen
- DBT—North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Bidyut Kumar Sarmah
- DBT—North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
| | - Madhumita Barooah
- DBT—North East Centre for Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
- Department of Agricultural Biotechnology, Assam Agricultural University, Jorhat, Assam, India
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Benyamini P. Phylogenetic Tracing of Evolutionarily Conserved Zonula Occludens Toxin Reveals a "High Value" Vaccine Candidate Specific for Treating Multi-Strain Pseudomonas aeruginosa Infections. Toxins (Basel) 2024; 16:271. [PMID: 38922165 PMCID: PMC11209546 DOI: 10.3390/toxins16060271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 06/09/2024] [Accepted: 06/12/2024] [Indexed: 06/27/2024] Open
Abstract
Extensively drug-resistant Pseudomonas aeruginosa infections are emerging as a significant threat associated with adverse patient outcomes. Due to this organism's inherent properties of developing antibiotic resistance, we sought to investigate alternative strategies such as identifying "high value" antigens for immunotherapy-based purposes. Through extensive database mining, we discovered that numerous Gram-negative bacterial (GNB) genomes, many of which are known multidrug-resistant (MDR) pathogens, including P. aeruginosa, horizontally acquired the evolutionarily conserved gene encoding Zonula occludens toxin (Zot) with a substantial degree of homology. The toxin's genomic footprint among so many different GNB stresses its evolutionary importance. By employing in silico techniques such as proteomic-based phylogenetic tracing, in conjunction with comparative structural modeling, we discovered a highly conserved intermembrane associated stretch of 70 amino acids shared among all the GNB strains analyzed. The characterization of our newly identified antigen reveals it to be a "high value" vaccine candidate specific for P. aeruginosa. This newly identified antigen harbors multiple non-overlapping B- and T-cell epitopes exhibiting very high binding affinities and can adopt identical tertiary structures among the least genetically homologous P. aeruginosa strains. Taken together, using proteomic-driven reverse vaccinology techniques, we identified multiple "high value" vaccine candidates capable of eliciting a polarized immune response against all the P. aeruginosa genetic variants tested.
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Affiliation(s)
- Payam Benyamini
- Department of Health Sciences at Extension, University of California Los Angeles, 1145 Gayley Ave., Los Angeles, CA 90024, USA
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Li Z, Waghmare PR, Dijkhuizen L, Meng X, Liu W. Research advances on the consolidated bioprocessing of lignocellulosic biomass. ENGINEERING MICROBIOLOGY 2024; 4:100139. [PMID: 39629327 PMCID: PMC11611046 DOI: 10.1016/j.engmic.2024.100139] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 01/26/2024] [Accepted: 01/29/2024] [Indexed: 12/07/2024]
Abstract
Lignocellulosic biomass is an abundant and renewable bioresource for the production of biofuels and biochemical products. The classical biorefinery process for lignocellulosic degradation and conversion comprises three stages, i.e., pretreatment, enzymatic saccharification, and fermentation. However, the complicated pretreatment process, high cost of cellulase production, and insufficient production performance of fermentation strains have restricted the industrialization of biorefinery. Consolidated bioprocessing (CBP) technology combines the process of enzyme production, enzymatic saccharification, and fermentation in a single bioreactor using a specific microorganism or a consortium of microbes and represents another approach worth exploring for the production of chemicals from lignocellulosic biomass. The present review summarizes the progress made in research of CBP technology for lignocellulosic biomass conversion. In this review, different CBP strategies in lignocellulose biorefinery are reviewed, including CBP with natural lignocellulose-degrading microorganisms as the chassis, CBP with biosynthetic microorganisms as the chassis, and CBP with microbial co-culturing systems. This review provides new perspectives and insights on the utilization of low-cost feedstock lignocellulosic biomass for production of biochemicals.
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Affiliation(s)
- Zhongye Li
- State Key Laboratory of Microbial Technology, Microbial Technology Institute, Shandong University, No.72 Binhai Road, Qingdao 266237, China
| | - Pankajkumar R. Waghmare
- State Key Laboratory of Microbial Technology, Microbial Technology Institute, Shandong University, No.72 Binhai Road, Qingdao 266237, China
| | - Lubbert Dijkhuizen
- CarbExplore Research BV, Groningen, the Netherlands
- Microbiology, Groningen Biomolecular Sciences and Biotechnology Institute (GBB), University of Groningen, Groningen, the Netherlands
| | - Xiangfeng Meng
- State Key Laboratory of Microbial Technology, Microbial Technology Institute, Shandong University, No.72 Binhai Road, Qingdao 266237, China
| | - Weifeng Liu
- State Key Laboratory of Microbial Technology, Microbial Technology Institute, Shandong University, No.72 Binhai Road, Qingdao 266237, China
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Liu C, Xia M, Fang H, Xu F, Wang S, Zhang D. De novo engineering riboflavin production Bacillus subtilis by overexpressing the downstream genes in the purine biosynthesis pathway. Microb Cell Fact 2024; 23:159. [PMID: 38822377 PMCID: PMC11141002 DOI: 10.1186/s12934-024-02426-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Accepted: 05/16/2024] [Indexed: 06/03/2024] Open
Abstract
BACKGROUND Bacillus subtilis is widely used in industrial-scale riboflavin production. Previous studies have shown that targeted mutagenesis of the ribulose 5-phosphate 3-epimerase in B. subtilis can significantly enhance riboflavin production. This modification also leads to an increase in purine intermediate concentrations in the medium. Interestingly, B. subtilis exhibits remarkable efficiency in purine nucleoside synthesis, often exceeding riboflavin yields. These observations highlight the importance of the conversion steps from inosine-5'-monophosphate (IMP) to 2,5-diamino-6-ribosylamino-4(3 H)-pyrimidinone-5'-phosphate (DARPP) in riboflavin production by B. subtilis. However, research elucidating the specific impact of these reactions on riboflavin production remains limited. RESULT We expressed the genes encoding enzymes involved in these reactions (guaB, guaA, gmk, ndk, ribA) using a synthetic operon. Introduction of the plasmid carrying this synthetic operon led to a 3.09-fold increase in riboflavin production compared to the control strain. Exclusion of gmk from the synthetic operon resulted in a 36% decrease in riboflavin production, which was further reduced when guaB and guaA were not co-expressed. By integrating the synthetic operon into the genome and employing additional engineering strategies, we achieved riboflavin production levels of 2702 mg/L. Medium optimization further increased production to 3477 mg/L, with a yield of 0.0869 g riboflavin per g of sucrose. CONCLUSION The conversion steps from IMP to DARPP play a critical role in riboflavin production by B. subtilis. Our overexpression strategies have demonstrated their effectiveness in overcoming these limiting factors and enhancing riboflavin production.
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Affiliation(s)
- Chuan Liu
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, 300308, China
- Key Laboratory of Engineering Biology for Low-Carbon Manufacturing, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, 32 West 7th Avenue, Tianjin Airport Economic Area, Tianjin, 300308, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Miaomiao Xia
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, 300308, China
- Key Laboratory of Engineering Biology for Low-Carbon Manufacturing, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, 32 West 7th Avenue, Tianjin Airport Economic Area, Tianjin, 300308, China
| | - Huan Fang
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, 300308, China
- Key Laboratory of Engineering Biology for Low-Carbon Manufacturing, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, 32 West 7th Avenue, Tianjin Airport Economic Area, Tianjin, 300308, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Fan Xu
- Key Laboratory of Engineering Biology for Low-Carbon Manufacturing, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, 32 West 7th Avenue, Tianjin Airport Economic Area, Tianjin, 300308, China
- School of Chemical Engineering, Hebei University of Technology, Tianjin, 300131, China
| | - Sijia Wang
- Key Laboratory of Engineering Biology for Low-Carbon Manufacturing, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, 32 West 7th Avenue, Tianjin Airport Economic Area, Tianjin, 300308, China
- School of Biological Engineering, Dalian Polytechnic University, Dalian, 116034, China
| | - Dawei Zhang
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, 300308, China.
- Key Laboratory of Engineering Biology for Low-Carbon Manufacturing, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, 32 West 7th Avenue, Tianjin Airport Economic Area, Tianjin, 300308, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
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Jiang C, Zhao G, Wang H, Zheng W, Zhang R, Wang L, Zheng Z. Comparative genomics analysis and transposon mutagenesis provides new insights into high menaquinone-7 biosynthetic potential of Bacillus subtilis natto. Gene 2024; 907:148264. [PMID: 38346457 DOI: 10.1016/j.gene.2024.148264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Revised: 02/05/2024] [Accepted: 02/06/2024] [Indexed: 02/15/2024]
Abstract
This research combined Whole-Genome sequencing, intraspecific comparative genomics and transposon mutagenesis to investigate the menaquinone-7 (MK-7) synthesis potential in Bacillus subtilis natto. First, Whole-Genome sequencing showed that Bacillus subtilis natto BN-P15-11-1 contains one single circular chromosome in size of 3,982,436 bp with a GC content of 43.85 %, harboring 4,053 predicted coding genes. Next, the comparative genomics analysis among strain BN-P15-11-1 with model Bacillus subtilis 168 and four typical Bacillus subtilis natto strains proves that the closer evolutionary relationship Bacillus subtilis natto BN-P15-11-1 and Bacillus subtilis 168 both exhibit strong biosynthetic potential. To further dig for MK-7 biosynthesis latent capacity of BN-P15-11-1, we constructed a mutant library using transposons and a high throughput screening method using microplates. We obtained a YqgQ deficient high MK-7 yield strain F4 with a yield 3.02 times that of the parent strain. Experiments also showed that the high yield mutants had defects in different transcription and translation regulatory factor genes, indicating that regulatory factor defects may affect the biosynthesis and accumulation of MK-7 by altering the overall metabolic level. The findings of this study will provide more novel insights on the precise identification and rational utilization of the Bacillus subtilis subspecies for biosynthesis latent capacity.
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Affiliation(s)
- Chunxu Jiang
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, PR China; University of Science and Technology of China, Hefei, Anhui, PR China
| | - Genhai Zhao
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, PR China
| | - Han Wang
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, PR China
| | - Wenqian Zheng
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, PR China; University of Science and Technology of China, Hefei, Anhui, PR China
| | - Rui Zhang
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, PR China
| | - Li Wang
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, PR China.
| | - Zhiming Zheng
- Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, PR China.
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Ribeiro NS, da Rosa DF, Xavier MA, Dos Reis SV, Beys-da-Silva WO, Santi L, Bizarro CV, Dalberto PF, Basso LA, Macedo AJ. Unveiling antibiofilm potential: proteins from Priestia sp. targeting Staphylococcus aureus biofilm formation. Antonie Van Leeuwenhoek 2024; 117:78. [PMID: 38740670 DOI: 10.1007/s10482-024-01977-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 05/06/2024] [Indexed: 05/16/2024]
Abstract
Staphylococcus aureus is the etiologic agent of many nosocomial infections, and its biofilm is frequently isolated from medical devices. Moreover, the dissemination of multidrug-resistant (MDR) strains from this pathogen, such as methicillin-resistant S. aureus (MRSA) strains, is a worldwide public health issue. The inhibition of biofilm formation can be used as a strategy to weaken bacterial resistance. Taking that into account, we analysed the ability of marine sponge-associated bacteria to produce antibiofilm molecules, and we found that marine Priestia sp., isolated from marine sponge Scopalina sp. collected on the Brazilian coast, secretes proteins that impair biofilm development from S. aureus. Partially purified proteins (PPP) secreted after 24 hours of bacterial growth promoted a 92% biofilm mass reduction and 4.0 µg/dL was the minimum concentration to significantly inhibit biofilm formation. This reduction was visually confirmed by light microscopy and Scanning Electron Microscopy (SEM). Furthermore, biochemical assays showed that the antibiofilm activity of PPP was reduced by ethylenediaminetetraacetic acid (EDTA) and 1,10 phenanthroline (PHEN), while it was stimulated by zinc ions, suggesting an active metallopeptidase in PPP. This result agrees with mass spectrometry (MS) identification, which indicated the presence of a metallopeptidase from the M28 family. Additionally, whole-genome sequencing analysis of Priestia sp. shows that gene ywad, a metallopeptidase-encoding gene, was present. Therefore, the results presented herein indicate that PPP secreted by the marine Priestia sp. can be explored as a potential antibiofilm agent and help to treat chronic infections.
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Affiliation(s)
- Nicole Sartori Ribeiro
- Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Deisiane Fernanda da Rosa
- Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Marina Amaral Xavier
- Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Sharon Vieira Dos Reis
- Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Walter O Beys-da-Silva
- Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Lucélia Santi
- Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Cristiano Valim Bizarro
- Instituto Nacional de Ciência e Tecnologia em Tuberculose (INCT-TB), Centro de Pesquisas em Biologia Molecular e Funcional (CPBMF), and Programa de Pós-Graduação em Biologia Celular e Molecular, Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), 92A TECNOPUC, Av. Ipiranga 6681, Partenon, Porto Alegre, 90616-900, Brazil
| | - Pedro Ferrari Dalberto
- Instituto Nacional de Ciência e Tecnologia em Tuberculose (INCT-TB), Centro de Pesquisas em Biologia Molecular e Funcional (CPBMF), and Programa de Pós-Graduação em Biologia Celular e Molecular, Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), 92A TECNOPUC, Av. Ipiranga 6681, Partenon, Porto Alegre, 90616-900, Brazil
| | - Luiz Augusto Basso
- Instituto Nacional de Ciência e Tecnologia em Tuberculose (INCT-TB), Centro de Pesquisas em Biologia Molecular e Funcional (CPBMF), and Programa de Pós-Graduação em Biologia Celular e Molecular, Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), 92A TECNOPUC, Av. Ipiranga 6681, Partenon, Porto Alegre, 90616-900, Brazil
| | - Alexandre José Macedo
- Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil.
- Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil.
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Ludwig J, Mrázek J. OrthoRefine: automated enhancement of prior ortholog identification via synteny. BMC Bioinformatics 2024; 25:163. [PMID: 38664637 PMCID: PMC11044567 DOI: 10.1186/s12859-024-05786-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 04/15/2024] [Indexed: 04/29/2024] Open
Abstract
BACKGROUND Identifying orthologs continues to be an early and imperative step in genome analysis but remains a challenging problem. While synteny (conservation of gene order) has previously been used independently and in combination with other methods to identify orthologs, applying synteny in ortholog identification has yet to be automated in a user-friendly manner. This desire for automation and ease-of-use led us to develop OrthoRefine, a standalone program that uses synteny to refine ortholog identification. RESULTS We developed OrthoRefine to improve the detection of orthologous genes by implementing a look-around window approach to detect synteny. We tested OrthoRefine in tandem with OrthoFinder, one of the most used software for identification of orthologs in recent years. We evaluated improvements provided by OrthoRefine in several bacterial and a eukaryotic dataset. OrthoRefine efficiently eliminates paralogs from orthologous groups detected by OrthoFinder. Using synteny increased specificity and functional ortholog identification; additionally, analysis of BLAST e-value, phylogenetics, and operon occurrence further supported using synteny for ortholog identification. A comparison of several window sizes suggested that smaller window sizes (eight genes) were generally the most suitable for identifying orthologs via synteny. However, larger windows (30 genes) performed better in datasets containing less closely related genomes. A typical run of OrthoRefine with ~ 10 bacterial genomes can be completed in a few minutes on a regular desktop PC. CONCLUSION OrthoRefine is a simple-to-use, standalone tool that automates the application of synteny to improve ortholog detection. OrthoRefine is particularly efficient in eliminating paralogs from orthologous groups delineated by standard methods.
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Affiliation(s)
- J Ludwig
- Institute of Bioinformatics, The University of Georgia, Athens, GA, 30602, USA.
| | - J Mrázek
- Department of Microbiology and Institute of Bioinformatics, The University of Georgia, Athens, GA, 30602, USA
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Sacco MD, Hammond LR, Noor RE, Bhattacharya D, McKnight LJ, Madsen JJ, Zhang X, Butler SG, Kemp MT, Jaskolka-Brown AC, Khan SJ, Gelis I, Eswara P, Chen Y. Staphylococcus aureus FtsZ and PBP4 bind to the conformationally dynamic N-terminal domain of GpsB. eLife 2024; 13:e85579. [PMID: 38639993 PMCID: PMC11062636 DOI: 10.7554/elife.85579] [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: 12/14/2022] [Accepted: 04/15/2024] [Indexed: 04/20/2024] Open
Abstract
In the Firmicutes phylum, GpsB is a membrane associated protein that coordinates peptidoglycan synthesis with cell growth and division. Although GpsB has been studied in several bacteria, the structure, function, and interactome of Staphylococcus aureus GpsB is largely uncharacterized. To address this knowledge gap, we solved the crystal structure of the N-terminal domain of S. aureus GpsB, which adopts an atypical, asymmetric dimer, and demonstrates major conformational flexibility that can be mapped to a hinge region formed by a three-residue insertion exclusive to Staphylococci. When this three-residue insertion is excised, its thermal stability increases, and the mutant no longer produces a previously reported lethal phenotype when overexpressed in Bacillus subtilis. In S. aureus, we show that these hinge mutants are less functional and speculate that the conformational flexibility imparted by the hinge region may serve as a dynamic switch to fine-tune the function of the GpsB complex and/or to promote interaction with its various partners. Furthermore, we provide the first biochemical, biophysical, and crystallographic evidence that the N-terminal domain of GpsB binds not only PBP4, but also FtsZ, through a conserved recognition motif located on their C-termini, thus coupling peptidoglycan synthesis to cell division. Taken together, the unique structure of S. aureus GpsB and its direct interaction with FtsZ/PBP4 provide deeper insight into the central role of GpsB in S. aureus cell division.
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Affiliation(s)
- Michael D Sacco
- Department of Molecular Medicine, Morsani College of Medicine, University of South FloridaTampaUnited States
| | - Lauren R Hammond
- Department of Molecular Biosciences, University of South FloridaTampaUnited States
| | - Radwan E Noor
- Department of Chemistry, University of South FloridaTampaUnited States
| | | | - Lily J McKnight
- Department of Molecular Biosciences, University of South FloridaTampaUnited States
| | - Jesper J Madsen
- Department of Molecular Medicine, Morsani College of Medicine, University of South FloridaTampaUnited States
- Global and Planetary Health, College of Public Health, University of South FloridaTampaUnited States
| | - Xiujun Zhang
- Department of Molecular Medicine, Morsani College of Medicine, University of South FloridaTampaUnited States
| | - Shane G Butler
- Department of Molecular Medicine, Morsani College of Medicine, University of South FloridaTampaUnited States
| | - M Trent Kemp
- Department of Molecular Medicine, Morsani College of Medicine, University of South FloridaTampaUnited States
| | - Aiden C Jaskolka-Brown
- Department of Molecular Medicine, Morsani College of Medicine, University of South FloridaTampaUnited States
| | - Sebastian J Khan
- Department of Molecular Biosciences, University of South FloridaTampaUnited States
| | - Ioannis Gelis
- Department of Chemistry, University of South FloridaTampaUnited States
| | - Prahathees Eswara
- Department of Molecular Biosciences, University of South FloridaTampaUnited States
| | - Yu Chen
- Department of Molecular Medicine, Morsani College of Medicine, University of South FloridaTampaUnited States
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Xiang Q, Qu L, Lei H, Duan Z, Zhu C, Yuwen W, Ma X, Fan D. Expression of Multicopy Tandem Recombinant Ginseng Hexapeptide in Bacillus subtilis and the Evaluation of Antiaging Activity. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:7266-7278. [PMID: 38523338 DOI: 10.1021/acs.jafc.3c09158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/26/2024]
Abstract
Ginseng oligopeptides are naturally occurring small-molecule peptides extracted from ginseng that exhibit positive effects on health and longevity. However, the current industrial production of ginseng oligopeptides primarily relies on plant extraction and chemical synthesis. In this study, we proposed a novel genetic engineering approach to produce active ginseng peptides through multicopy tandem insertion (5 and 15 times). The recombinant ginseng peptides were successfully produced from engineered Bacillus subtilis with an increasing yield from 356.55 to 2900 mg/L as the repeats multiple. Additionally, an oxidative stress-induced aging model caused by H2O2 was established to evaluate whether the recombinant ginseng peptides, without enzymatic hydrolysis into individual peptides, also have positive effects on antiaging. The results demonstrated that all two kinds of recombinant ginseng peptides could also delay cellular aging through various mechanisms, such as inhibiting cell cycle arrest, suppressing the expression of pro-inflammatory factors, and enhancing cellular antioxidant capacity.
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Affiliation(s)
- Qingyu Xiang
- Engineering Research Center of Western Resource Innovation Medicine Green Manufacturing, Ministry of Education, School of Chemical Engineering, Northwest University, Xi'an 710069, China
- Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Xi'an 710069, China
- Biotech. & Biomed. Research Institute, Northwest University, Xi'an 710069, China
| | - Linlin Qu
- Engineering Research Center of Western Resource Innovation Medicine Green Manufacturing, Ministry of Education, School of Chemical Engineering, Northwest University, Xi'an 710069, China
- Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Xi'an 710069, China
- Biotech. & Biomed. Research Institute, Northwest University, Xi'an 710069, China
| | - Huan Lei
- Engineering Research Center of Western Resource Innovation Medicine Green Manufacturing, Ministry of Education, School of Chemical Engineering, Northwest University, Xi'an 710069, China
- Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Xi'an 710069, China
- Biotech. & Biomed. Research Institute, Northwest University, Xi'an 710069, China
| | - Zhiguang Duan
- Engineering Research Center of Western Resource Innovation Medicine Green Manufacturing, Ministry of Education, School of Chemical Engineering, Northwest University, Xi'an 710069, China
- Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Xi'an 710069, China
- Biotech. & Biomed. Research Institute, Northwest University, Xi'an 710069, China
| | - Chenhui Zhu
- Engineering Research Center of Western Resource Innovation Medicine Green Manufacturing, Ministry of Education, School of Chemical Engineering, Northwest University, Xi'an 710069, China
- Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Xi'an 710069, China
- Biotech. & Biomed. Research Institute, Northwest University, Xi'an 710069, China
| | - Weigang Yuwen
- Shaanxi Gaint Biotechnology Co., Ltd, Xi'an 710065, Shaanxi, China
| | - Xiaoxuan Ma
- Engineering Research Center of Western Resource Innovation Medicine Green Manufacturing, Ministry of Education, School of Chemical Engineering, Northwest University, Xi'an 710069, China
- Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Xi'an 710069, China
- Biotech. & Biomed. Research Institute, Northwest University, Xi'an 710069, China
| | - Daidi Fan
- Engineering Research Center of Western Resource Innovation Medicine Green Manufacturing, Ministry of Education, School of Chemical Engineering, Northwest University, Xi'an 710069, China
- Shaanxi R&D Center of Biomaterials and Fermentation Engineering, School of Chemical Engineering, Northwest University, Xi'an 710069, China
- Biotech. & Biomed. Research Institute, Northwest University, Xi'an 710069, China
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