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Furumo Q, Meyer M. PIPETS: A statistically robust, gene-annotation agnostic analysis method to study bacterial termination using 3'-end sequencing. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.18.585559. [PMID: 38562853 PMCID: PMC10983905 DOI: 10.1101/2024.03.18.585559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
We present PIPETS, an R package available on Bioconductor that provides a novel analysis approach to study 3'-end sequencing data. PIPETS statistically robust, gene-annotation agnostic methodology identified more significant 3'-end termination signal across a wider range of genomic contexts than existing analysis tools. PIPETS provides a broadly applicable platform to compare data sets across different organisms.
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Affiliation(s)
- Quinlan Furumo
- Department of Biology, Boston College, Chestnut Hill, MA, 02135, United States
| | - Michelle Meyer
- Department of Biology, Boston College, Chestnut Hill, MA, 02135, United States
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2
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Putzeys L, Wicke L, Boon M, van Noort V, Vogel J, Lavigne R. Refining the transcriptional landscapes for distinct clades of virulent phages infecting Pseudomonas aeruginosa. MICROLIFE 2024; 5:uqae002. [PMID: 38444699 PMCID: PMC10914365 DOI: 10.1093/femsml/uqae002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 01/24/2024] [Accepted: 02/27/2024] [Indexed: 03/07/2024]
Abstract
The introduction of high-throughput sequencing has resulted in a surge of available bacteriophage genomes, unveiling their tremendous genomic diversity. However, our current understanding of the complex transcriptional mechanisms that dictate their gene expression during infection is limited to a handful of model phages. Here, we applied ONT-cappable-seq to reveal the transcriptional architecture of six different clades of virulent phages infecting Pseudomonas aeruginosa. This long-read microbial transcriptomics approach is tailored to globally map transcription start and termination sites, transcription units, and putative RNA-based regulators on dense phage genomes. Specifically, the full-length transcriptomes of LUZ19, LUZ24, 14-1, YuA, PAK_P3, and giant phage phiKZ during early, middle, and late infection were collectively charted. Beyond pinpointing traditional promoter and terminator elements and transcription units, these transcriptional profiles provide insights in transcriptional attenuation and splicing events and allow straightforward validation of Group I intron activity. In addition, ONT-cappable-seq data can guide genome-wide discovery of novel regulatory element candidates, including noncoding RNAs and riboswitches. This work substantially expands the number of annotated phage-encoded transcriptional elements identified to date, shedding light on the intricate and diverse gene expression regulation mechanisms in Pseudomonas phages, which can ultimately be sourced as tools for biotechnological applications in phage and bacterial engineering.
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Affiliation(s)
- Leena Putzeys
- Department of Biosystems, Laboratory of Gene Technology, KU Leuven, Kasteelpark Arenberg 21, 3001 Leuven, Belgium
| | - Laura Wicke
- Department of Biosystems, Laboratory of Gene Technology, KU Leuven, Kasteelpark Arenberg 21, 3001 Leuven, Belgium
- Institute for Molecular Infection Biology (IMIB), Medical Faculty, University of Würzburg, Josef-Schneider-Straße 2, 97080 Würzburg, Germany
| | - Maarten Boon
- Department of Biosystems, Laboratory of Gene Technology, KU Leuven, Kasteelpark Arenberg 21, 3001 Leuven, Belgium
| | - Vera van Noort
- Centre of Microbial and Plant Genetics, KU Leuven, Kasteelpark Arenberg 20, 3001 Leuven, Belgium
- Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE Leiden, the Netherlands
| | - Jörg Vogel
- Institute for Molecular Infection Biology (IMIB), Medical Faculty, University of Würzburg, Josef-Schneider-Straße 2, 97080 Würzburg, Germany
- Helmholtz Institute for RNA-Based Infection Research (HIRI), Helmholtz Centre for Infection Research (HZI), Josef-Schneider-Straße 2, 97080 Würzburg, Germany
| | - Rob Lavigne
- Department of Biosystems, Laboratory of Gene Technology, KU Leuven, Kasteelpark Arenberg 21, 3001 Leuven, Belgium
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Samgane G, Karaçam S, Tunçer Çağlayan S. Unveiling the synergistic potency of chlorhexidine and azithromycin in combined action. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024:10.1007/s00210-024-03010-0. [PMID: 38376540 DOI: 10.1007/s00210-024-03010-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 02/12/2024] [Indexed: 02/21/2024]
Abstract
The growing challenge of antibiotic resistance necessitates novel approaches for combating bacterial infections. This study explores the distinctive synergy between chlorhexidine, an antiseptic and disinfectant agent, and azithromycin, a macrolide antibiotic, in their impact on bacterial growth and virulence factors using Escherichia coli strain Crooks (ATCC 8739) as a model. Our findings reveal that the chlorhexidine and azithromycin combination demonstrates enhanced anti-bacterial effects compared to individual treatments. Intriguingly, the combination induced oxidative stress, decreased flagellin expression, impaired bacterial motility, and enhanced bacterial autoaggregation. Notably, the combined treatment also demonstrated a substantial reduction in bacterial adherence to colon epithelial cells and downregulated NF-κB in the epithelial cells. In conclusion, these results shed light on the potential of the chlorhexidine and azithromycin synergy as a compelling strategy to address the rising challenge of antibiotic resistance and may pave the way for innovative therapeutic interventions in tackling bacterial infections.
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Affiliation(s)
- Gizem Samgane
- Department of Biotechnology, Bilecik Şeyh Edebali University, Bilecik, 11100, Turkey
| | - Sevinç Karaçam
- Department of Biotechnology, Bilecik Şeyh Edebali University, Bilecik, 11100, Turkey
- Central Research and Application Laboratory, Bilecik Şeyh Edebali University, Bilecik, 11100, Turkey
| | - Sinem Tunçer Çağlayan
- Department of Medical Services and Techniques, Vocational School of Health Services, Bilecik Şeyh Edebali University, Pelitözü Mah. Fatih Sultan Mehmet Bulvarı No:27, Bilecik, 11100, Turkey.
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Ferrara S, Bertoni G. Genome-Scale Analysis of the Structure and Function of RNA Pathways and Networks in Pseudomonas aeruginosa. Methods Mol Biol 2024; 2721:183-195. [PMID: 37819523 DOI: 10.1007/978-1-0716-3473-8_13] [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] [Indexed: 10/13/2023]
Abstract
In recent years, several genome-wide approaches based on RNA sequencing (RNA-seq) have been developed. These methods allow a comprehensive and dynamic view of the structure and function of the multi-layered RNA pathways and networks. Many of these approaches, including the promising one of single-cell transcriptome analysis, have been successfully applied to Pseudomonas aeruginosa. However, we are only at the beginning because only a few surrounding conditions have been considered. Here, we aim to illustrate the different types of approaches based on RNA-seq that will lead us in the future to a better understanding of the dynamics of RNA biology in P. aeruginosa.
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Affiliation(s)
- Silvia Ferrara
- Department of Biosciences, Università degli Studi di Milano, Milan, Milano, Italy
| | - Giovanni Bertoni
- Department of Biosciences, Università degli Studi di Milano, Milan, Milano, Italy.
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Bar A, Argaman L, Eldar M, Margalit H. TRS: a method for determining transcript termini from RNAtag-seq sequencing data. Nat Commun 2023; 14:7843. [PMID: 38030608 PMCID: PMC10687069 DOI: 10.1038/s41467-023-43534-2] [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: 11/19/2022] [Accepted: 11/12/2023] [Indexed: 12/01/2023] Open
Abstract
In bacteria, determination of the 3' termini of transcripts plays an essential role in regulation of gene expression, affecting the functionality and stability of the transcript. Several experimental approaches were developed to identify the 3' termini of transcripts, however, these were applied only to a limited number of bacteria and growth conditions. Here we present a straightforward approach to identify 3' termini from widely available RNA-seq data without the need for additional experiments. Our approach relies on the observation that the RNAtag-seq sequencing protocol results in overabundance of reads mapped to transcript 3' termini. We present TRS (Termini by Read Starts), a computational pipeline exploiting this property to identify 3' termini in RNAtag-seq data, and show that the identified 3' termini are highly reliable. Since RNAtag-seq data are widely available for many bacteria and growth conditions, our approach paves the way for studying bacterial transcription termination in an unprecedented scope.
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Affiliation(s)
- Amir Bar
- Department of Microbiology and Molecular Genetics IMRIC, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, 9112102, Israel
| | - Liron Argaman
- Department of Microbiology and Molecular Genetics IMRIC, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, 9112102, Israel
| | - Michal Eldar
- Department of Microbiology and Molecular Genetics IMRIC, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, 9112102, Israel
| | - Hanah Margalit
- Department of Microbiology and Molecular Genetics IMRIC, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, 9112102, Israel.
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Gao J, Hu X, Xu C, Guo M, Li S, Yang F, Pan X, Zhou F, Jin Y, Bai F, Cheng Z, Wu Z, Chen S, Huang X, Wu W. Neutrophil-mediated delivery of the combination of colistin and azithromycin for the treatment of bacterial infection. iScience 2022; 25:105035. [PMID: 36117992 PMCID: PMC9474925 DOI: 10.1016/j.isci.2022.105035] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 07/29/2022] [Accepted: 08/24/2022] [Indexed: 11/21/2022] Open
Abstract
Novel treatment strategies are in urgent need to deal with the rapid development of antibiotic-resistant superbugs. Combination therapies and targeted drug delivery have been exploited to promote treatment efficacies. In this study, we loaded neutrophils with azithromycin and colistin to combine the advantages of antibiotic combinations, targeted delivery, and immunomodulatory effect of azithromycin to treat infections caused by Gram-negative pathogens. Delivery of colistin into neutrophils was mediated by fusogenic liposome, while azithromycin was directly taken up by neutrophils. Neutrophils loaded with the drugs maintained the abilitity to generate reactive oxygen species and migrate. In vitro assays demonstrated enhanced bactericidal activity against multidrug-resistant pathogens and reduced inflammatory cytokine production by the drug-loaded neutrophils. A single intravenous administration of the drug-loaded neutrophils effectively protected mice from Pseudomonas aeruginosa infection in an acute pneumonia model. This study provides a potential effective therapeutic approach for the treatment of bacterial infections. Neutrophils are loaded with colistin and azithromycin in vitro The loaded drugs enhance the bactericidal effect and reduce the inflammatory response Drug-loaded neutrophils conferred effective protection against bacterial infection
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Affiliation(s)
- Jiacong Gao
- State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Molecular Microbiology and Technology of the Ministry of Education, Department of Microbiology, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Xueyan Hu
- Key Laboratory of Bioactive Materials for the Ministry of Education, College of Life Sciences, State Key Laboratory of Medicinal Chemical Biology, Nankai University, Tianjin 300071, China.,Joint Laboratory of Nanozymes, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Congjuan Xu
- State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Molecular Microbiology and Technology of the Ministry of Education, Department of Microbiology, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Mingming Guo
- College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Shouyi Li
- State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Molecular Microbiology and Technology of the Ministry of Education, Department of Microbiology, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Fan Yang
- State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Molecular Microbiology and Technology of the Ministry of Education, Department of Microbiology, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Xiaolei Pan
- State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Molecular Microbiology and Technology of the Ministry of Education, Department of Microbiology, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Fangyu Zhou
- State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Molecular Microbiology and Technology of the Ministry of Education, Department of Microbiology, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Yongxin Jin
- State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Molecular Microbiology and Technology of the Ministry of Education, Department of Microbiology, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Fang Bai
- State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Molecular Microbiology and Technology of the Ministry of Education, Department of Microbiology, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Zhihui Cheng
- State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Molecular Microbiology and Technology of the Ministry of Education, Department of Microbiology, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Zhenzhou Wu
- College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Shuiping Chen
- Department of Laboratory Medicine, 5th Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Xinglu Huang
- Key Laboratory of Bioactive Materials for the Ministry of Education, College of Life Sciences, State Key Laboratory of Medicinal Chemical Biology, Nankai University, Tianjin 300071, China.,Joint Laboratory of Nanozymes, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Weihui Wu
- State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Molecular Microbiology and Technology of the Ministry of Education, Department of Microbiology, College of Life Sciences, Nankai University, Tianjin 300071, China
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7
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Chakraborty A, Halder S, Kishore P, Saha D, Saha S, Sikder K, Basu A. The structure-function analysis of Obg-like GTPase proteins along the evolutionary tree from bacteria to humans. Genes Cells 2022; 27:469-481. [PMID: 35610748 PMCID: PMC9545696 DOI: 10.1111/gtc.12942] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 04/12/2022] [Accepted: 04/17/2022] [Indexed: 11/28/2022]
Abstract
Obg proteins belong to P-loop guanine triphosphatase (GTPase) that are conserved from bacteria to humans. Like other GTPases, Obg cycles between guanine triphosphate (GTP) bound "on" state and guanine diphosphate (GDP)-bound "off" state, thereby controlling various cellular processes. Different members of this group have unique structural characteristics; a conserved glycine-rich N-terminal domain known as obg fold, a central conserved nucleotide binding domain, and a less conserved C-terminal domain of other functions. Obg is a ribosome dependent GTPase helps in ribosome maturation by interacting with several proteins of the 50S subunit of the ribosome. Obg proteins have been widely considered as a regulator of cellular functions, helping in DNA replication, cell division. Apart from that, this protein also takes part in various stress adaptation pathways like a stringent response, sporulation, and general stress response. In this particular review, the structural features of ObgE have been highlighted and how the structure plays important role in interacting with regulators like GTP, ppGpp that are crucial for executing biological function has been orchestrated. In particular, we believe that Obg-like proteins can provide a link between different global pathways that are necessary for fine-tuning cellular processes to maintain the cellular energy status.
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Affiliation(s)
- Asmita Chakraborty
- JIVAN, Department of Biomedical Science and Technology, School of Biological Sciences, Ramakrishna Mission Vivekananda Educational Research Institute (RKMVERI), Kolkata, India
| | - Sheta Halder
- Department of Biotechnology, Amity University Kolkata, Kolkata, India
| | - Purvi Kishore
- Department of Biotechnology, Amity University Kolkata, Kolkata, India
| | - Disha Saha
- Department of Biotechnology, Amity University Kolkata, Kolkata, India
| | - Sujata Saha
- JIVAN, Department of Biomedical Science and Technology, School of Biological Sciences, Ramakrishna Mission Vivekananda Educational Research Institute (RKMVERI), Kolkata, India
| | - Kunal Sikder
- JIVAN, Department of Biomedical Science and Technology, School of Biological Sciences, Ramakrishna Mission Vivekananda Educational Research Institute (RKMVERI), Kolkata, India
| | - Arnab Basu
- JIVAN, Department of Biomedical Science and Technology, School of Biological Sciences, Ramakrishna Mission Vivekananda Educational Research Institute (RKMVERI), Kolkata, India
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