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Su Q, Domingo-Félez C, Zhi M, Jensen MM, Xu B, Ng HY, Smets BF. Formation and Fate of Reactive Nitrogen during Biological Nitrogen Removal from Water: Important Yet Often Ignored Chemical Aspects of the Nitrogen Cycle. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:22480-22501. [PMID: 39671298 DOI: 10.1021/acs.est.4c03086] [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: 12/15/2024]
Abstract
Hydroxylamine, nitrous acid, and nitric oxide are obligate intermediates or side metabolites in different nitrogen-converting microorganisms. These compounds are unstable and susceptible to the formation of highly reactive nitrogen species, including nitrogen dioxide, dinitrogen trioxide, nitroxyl, and peroxynitrite. Due to the high reactivity and cytotoxicity, the buildup of reactive nitrogen can affect the interplay of microorganisms/microbial processes, stimulate the reactions with organic compounds like organic micropollutants (OMP) and act as the precursors of nitrous oxide (N2O). However, there is little understanding of the occurrence and significance of reactive nitrogen during biological nitrogen conversions in engineered water systems. In this review, we evaluate the formation and fate of reactive nitrogen produced by microorganisms involved in biological nitrogen removal (BNR) processes, i.e., nitritation/nitrification, denitratation/denitrification, anammox, and the combined processes. While the formation of reactive nitrogen intermediates is entirely controlled by microbial activities, the consumption can be either biological or purely chemical. Changes in environmental conditions, such as redox transition, pH, and substrate availability, can imbalance the production and consumption of these reactive intermediates, thus leading to the transient accumulation of species. Based on previous experimental evidence, environmental relevance of reactive nitrogen in BNR systems, particularly related to abiotic N2O production and OMP transformation, is demonstrated.
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Affiliation(s)
- Qingxian Su
- Center for Water Research, Advanced Institute of Natural Sciences, Beijing Normal University at Zhuhai, 519087 Zhuhai, China
- National University of Singapore Environmental Research Institute, 5A Engineering Drive 1, 117411 Singapore
- Department of Environmental and Resource Engineering, Technical University of Denmark, 2800 Lyngby, Denmark
| | - Carlos Domingo-Félez
- James Watt School of Engineering, University of Glasgow, G12 8QQ Glasgow, United Kingdom
| | - Mei Zhi
- Center for Water Research, Advanced Institute of Natural Sciences, Beijing Normal University at Zhuhai, 519087 Zhuhai, China
| | - Marlene Mark Jensen
- Department of Chemical and Biochemical Engineering, Technical University of Denmark, 2800 Lyngby, Denmark
| | - Boyan Xu
- Center for Water Research, Advanced Institute of Natural Sciences, Beijing Normal University at Zhuhai, 519087 Zhuhai, China
- National University of Singapore Environmental Research Institute, 5A Engineering Drive 1, 117411 Singapore
| | - How Yong Ng
- Center for Water Research, Advanced Institute of Natural Sciences, Beijing Normal University at Zhuhai, 519087 Zhuhai, China
- National University of Singapore Environmental Research Institute, 5A Engineering Drive 1, 117411 Singapore
| | - Barth F Smets
- Center for Water Technology (WATEC), Department of Biological and Chemical Engineering, Aarhus University, 8000 Aarhus C, Denmark
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O’Donovan CJ, Tan LT, Abidin MAZ, Roderick MR, Grammatikos A, Bernatoniene J. Diagnosis of Chronic Granulomatous Disease: Strengths and Challenges in the Genomic Era. J Clin Med 2024; 13:4435. [PMID: 39124702 PMCID: PMC11313294 DOI: 10.3390/jcm13154435] [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: 06/27/2024] [Revised: 07/17/2024] [Accepted: 07/24/2024] [Indexed: 08/12/2024] Open
Abstract
Chronic granulomatous disease (CGD) is a group of rare primary inborn errors of immunity characterised by a defect in the phagocyte respiratory burst, which leads to severe and life-threatening infective and inflammatory complications. Despite recent advances in our understanding of the genetic and molecular pathophysiology of X-linked and autosomal recessive CGD, and growth in the availability of functional and genetic testing, there remain significant barriers to early and accurate diagnosis. In the current review, we provide an up-to-date summary of CGD pathophysiology, underpinning current methods of diagnostic testing for CGD and closely related disorders. We present an overview of the benefits of early diagnosis and when to suspect and test for CGD. We discuss current and historical methods for functional testing of NADPH oxidase activity, as well as assays for measuring protein expression of NADPH oxidase subunits. Lastly, we focus on genetic and genomic methods employed to diagnose CGD, including gene-targeted panels, comprehensive genomic testing and ancillary methods. Throughout, we highlight general limitations of testing, and caveats specific to interpretation of results in the context of CGD and related disorders, and provide an outlook for newborn screening and the future.
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Affiliation(s)
- Conor J. O’Donovan
- Department of Paediatric Immunology and Infectious Diseases, Bristol Royal Hospital for Children, University Hospitals Bristol and Weston NHS Foundation Trust, Upper Maudlin Street, Bristol BS2 8BJ, UK
- School of Cellular and Molecular Medicine, University of Bristol, University Walk, Bristol BS8 1TD, UK
| | - Lay Teng Tan
- Department of Paediatric Immunology and Infectious Diseases, Bristol Royal Hospital for Children, University Hospitals Bristol and Weston NHS Foundation Trust, Upper Maudlin Street, Bristol BS2 8BJ, UK
- Department of Paediatrics, University Malaya Medical Center, Lembah Pantai, Kuala Lumpur 59100, Malaysia
| | - Mohd A. Z. Abidin
- Department of Paediatric Immunology and Infectious Diseases, Bristol Royal Hospital for Children, University Hospitals Bristol and Weston NHS Foundation Trust, Upper Maudlin Street, Bristol BS2 8BJ, UK
- Department of Paediatrics, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang 43400, Malaysia
| | - Marion R. Roderick
- Department of Paediatric Immunology and Infectious Diseases, Bristol Royal Hospital for Children, University Hospitals Bristol and Weston NHS Foundation Trust, Upper Maudlin Street, Bristol BS2 8BJ, UK
- School of Cellular and Molecular Medicine, University of Bristol, University Walk, Bristol BS8 1TD, UK
| | - Alexandros Grammatikos
- Department of Immunology, Southmead Hospital, North Bristol NHS Trust, Bristol BS10 5NB, UK
| | - Jolanta Bernatoniene
- Department of Paediatric Immunology and Infectious Diseases, Bristol Royal Hospital for Children, University Hospitals Bristol and Weston NHS Foundation Trust, Upper Maudlin Street, Bristol BS2 8BJ, UK
- School of Cellular and Molecular Medicine, University of Bristol, University Walk, Bristol BS8 1TD, UK
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Klemt I, Varzatskii O, Selin R, Vakarov S, Kovalska V, Bila G, Bilyy R, Voloshin Y, Cuartero IC, Hidalgo A, Frey B, Becker I, Friedrich B, Tietze R, Friedrich RP, Alexiou C, Ursu EL, Rotaru A, Solymosi I, Pérez-Ojeda ME, Mokhir A. 3D-Shaped Binders of Unfolded Proteins Inducing Cancer Cell-Specific Endoplasmic Reticulum Stress In Vitro and In Vivo. J Am Chem Soc 2023; 145:22252-22264. [PMID: 37773090 DOI: 10.1021/jacs.3c08827] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/30/2023]
Abstract
The amount of unfolded proteins is increased in cancer cells, leading to endoplasmic reticulum (ER) stress. Therefore, cancer cells are sensitive to drugs capable of further enhancing ER stress. Examples of such drugs include the clinically approved proteosome inhibitors bortezomib and carfilzomib. Unfortunately, the known ER stress inducers exhibit dose-limiting side effects that justify the search for better, more cancer-specific drugs of this type. Herein, we report on FeC 2, which binds to unfolded proteins prevents their further processing, thereby leading to ER stress and ROS increase in cancer cells, but not in normal cells. FeC 2 exhibits low micromolar toxicity toward human acute promyelocytic leukemia HL-60, Burkitt's lymphoma BL-2, T-cell leukemia Jurkat, ovarian carcinoma A2780, lung cancer SK-MES-1, and murine lung cancer LLC1 cells. Due to the cancer-specific mode of action, 2 is not toxic in vivo up to the dose of 147 mg/kg, does not affect normal blood and bone marrow cells at the therapeutically active dose, but strongly suppresses both primary tumor growth (confirmed in Nemeth-Kellner lymphoma and LLC1 lung cancer models of murine tumor) and spreading of metastases (LLC1).
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Affiliation(s)
- Insa Klemt
- Department of Chemistry and Pharmacy, Organic Chemistry II, Friedrich-Alexander-University of Erlangen-Nürnberg (FAU), 91058 Erlangen, Germany
| | - Oleg Varzatskii
- Princeton Biomolecular Research Laboratories, 26A Saperne Pole Street, 01042 Kyiv, Ukraine
- V.I. Vernadsky Institute of General and Inorganic Chemistry, NASU, 32/34 Palladin Av., 03142 Kyiv, Ukraine
| | - Roman Selin
- Department of Chemistry and Pharmacy, Organic Chemistry II, Friedrich-Alexander-University of Erlangen-Nürnberg (FAU), 91058 Erlangen, Germany
| | - Serhii Vakarov
- Princeton Biomolecular Research Laboratories, 26A Saperne Pole Street, 01042 Kyiv, Ukraine
- V.I. Vernadsky Institute of General and Inorganic Chemistry, NASU, 32/34 Palladin Av., 03142 Kyiv, Ukraine
| | - Vladyslava Kovalska
- Princeton Biomolecular Research Laboratories, 26A Saperne Pole Street, 01042 Kyiv, Ukraine
- Institute of Molecular Biology and Genetics, NASU, 150 Zabolotnogo Street, 03143 Kyiv, Ukraine
| | - Galyna Bila
- Department of Histology, Cytology and Embryology, Danylo Halytsky Lviv National Medical University, Pekarska Street 69, 79010 Lviv, Ukraine
- Lectinotest R&D, Mechanichna Street 2, 79024 Lviv, Ukraine
| | - Rostyslav Bilyy
- Department of Histology, Cytology and Embryology, Danylo Halytsky Lviv National Medical University, Pekarska Street 69, 79010 Lviv, Ukraine
- Lectinotest R&D, Mechanichna Street 2, 79024 Lviv, Ukraine
| | - Yan Voloshin
- Nesmeyanov Institute of Organoelement Compounds, RAS, 28 Vavilova Street, 119334 Moscow, Russia
| | - Itziar Cossío Cuartero
- Program of Cardiovascular Regeneration, Centro Nacional de Investigaciones Cardiovasculares Carlos III (CNIC), C. Melchor Fernández Almagro, 3, 28029 Madrid, Spain
| | - Andrés Hidalgo
- Program of Cardiovascular Regeneration, Centro Nacional de Investigaciones Cardiovasculares Carlos III (CNIC), C. Melchor Fernández Almagro, 3, 28029 Madrid, Spain
| | - Benjamin Frey
- Department of Radiation Oncology, Translational Radiobiology, Universitaetsklinikum Erlangen, Friedrich-Alexander-University of Erlangen-Nürnberg (FAU), Glueckstrasse 4A, 91054 Erlangen, Germany
| | - Ina Becker
- Department of Radiation Oncology, Translational Radiobiology, Universitaetsklinikum Erlangen, Friedrich-Alexander-University of Erlangen-Nürnberg (FAU), Glueckstrasse 4A, 91054 Erlangen, Germany
| | - Bernhard Friedrich
- Department of Otorhinolaryngology, Head and Neck Surgery, Section of Experimental Oncology and Nanomedicine (SEON), University Hospital, Friedrich-Alexander-University of Erlangen-Nürnberg (FAU), Glückstraße 10a, 91054 Erlangen, Germany
| | - Rainer Tietze
- Department of Otorhinolaryngology, Head and Neck Surgery, Section of Experimental Oncology and Nanomedicine (SEON), University Hospital, Friedrich-Alexander-University of Erlangen-Nürnberg (FAU), Glückstraße 10a, 91054 Erlangen, Germany
| | - Ralf P Friedrich
- Department of Otorhinolaryngology, Head and Neck Surgery, Section of Experimental Oncology and Nanomedicine (SEON), University Hospital, Friedrich-Alexander-University of Erlangen-Nürnberg (FAU), Glückstraße 10a, 91054 Erlangen, Germany
| | - Christoph Alexiou
- Department of Otorhinolaryngology, Head and Neck Surgery, Section of Experimental Oncology and Nanomedicine (SEON), University Hospital, Friedrich-Alexander-University of Erlangen-Nürnberg (FAU), Glückstraße 10a, 91054 Erlangen, Germany
| | - Elena-Laura Ursu
- "Petru Poni" Institute of Macromolecular Chemistry, Romanian Academy, Centre of Advanced Research in Bionanoconjugates and Biopolymers, Grigore Ghica Voda Alley 41 A, 700487 Iasi, Romania
| | - Alexandru Rotaru
- "Petru Poni" Institute of Macromolecular Chemistry, Romanian Academy, Centre of Advanced Research in Bionanoconjugates and Biopolymers, Grigore Ghica Voda Alley 41 A, 700487 Iasi, Romania
| | - Iris Solymosi
- Department of Chemistry and Pharmacy, Organic Chemistry II, Friedrich-Alexander-University of Erlangen-Nürnberg (FAU), 91058 Erlangen, Germany
| | - M Eugenia Pérez-Ojeda
- Department of Chemistry and Pharmacy, Organic Chemistry II, Friedrich-Alexander-University of Erlangen-Nürnberg (FAU), 91058 Erlangen, Germany
| | - Andriy Mokhir
- Department of Chemistry and Pharmacy, Organic Chemistry II, Friedrich-Alexander-University of Erlangen-Nürnberg (FAU), 91058 Erlangen, Germany
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Reed EC, Case AJ. Defining the nuanced nature of redox biology in post-traumatic stress disorder. Front Physiol 2023; 14:1130861. [PMID: 37007993 PMCID: PMC10060537 DOI: 10.3389/fphys.2023.1130861] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 03/08/2023] [Indexed: 03/18/2023] Open
Abstract
Post-traumatic stress disorder (PTSD) is a mental health disorder that arises after experiencing or witnessing a traumatic event. Despite affecting around 7% of the population, there are currently no definitive biological signatures or biomarkers used in the diagnosis of PTSD. Thus, the search for clinically relevant and reproducible biomarkers has been a major focus of the field. With significant advances of large-scale multi-omic studies that include genomic, proteomic, and metabolomic data, promising findings have been made, but the field still has fallen short. Amongst the possible biomarkers examined, one area is often overlooked, understudied, or inappropriately investigated: the field of redox biology. Redox molecules are free radical and/or reactive species that are generated as a consequence of the necessity of electron movement for life. These reactive molecules, too, are essential for life, but in excess are denoted as "oxidative stress" and often associated with many diseases. The few studies that have examined redox biology parameters have often utilized outdated and nonspecific methods, as well as have reported confounding results, which has made it difficult to conclude the role for redox in PTSD. Herein, we provide a foundation of how redox biology may underlie diseases like PTSD, critically examine redox studies of PTSD, and provide future directions the field can implement to enhance standardization, reproducibility, and accuracy of redox assessments for the use of diagnosis, prognosis, and therapy of this debilitating mental health disorder.
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Affiliation(s)
- Emily C. Reed
- Department of Psychiatry and Behavioral Sciences, Texas A&M University, Bryan, TX, United States
- Department of Medical Physiology, Texas A&M University, Bryan, TX, United States
| | - Adam J. Case
- Department of Psychiatry and Behavioral Sciences, Texas A&M University, Bryan, TX, United States
- Department of Medical Physiology, Texas A&M University, Bryan, TX, United States
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Dulin H, Hendricks N, Xu D, Gao L, Wuang K, Ai H, Hai R. Impact of Protein Nitration on Influenza Virus Infectivity and Immunogenicity. Microbiol Spectr 2022; 10:e0190222. [PMID: 36314966 PMCID: PMC9769652 DOI: 10.1128/spectrum.01902-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 08/26/2022] [Indexed: 11/06/2022] Open
Abstract
Influenza viruses are deadly respiratory pathogens of special importance due to their long history of global pandemics. During influenza virus infections, the host responds by producing interferons, which activate interferon-stimulated genes (ISGs) inside target cells. One of these ISGs is inducible nitric oxide synthase (iNOS). iNOS produces nitric oxide (NO) from arginine and molecular oxygen inside the cell. NO can react with superoxide radicals to form reactive nitrogen species, principally peroxynitrite. While much work has been done studying the many roles of nitric oxide in influenza virus infections, the direct effect of peroxynitrite on influenza virus proteins has not been determined. Manipulations of NO, either by knocking out iNOS or chemically inhibiting NO, produced no change in virus titers in mouse models of influenza infection. However, peroxynitrite has a known antimicrobial effect on various bacteria and parasites, and the reason for its lack of antimicrobial effect on influenza virus titers in vivo remains unclear. Therefore, we wished to test the direct effect of nitration of influenza virus proteins. We examined the impact of nitration on virus infectivity, replication, and immunogenicity. We observed that the nitration of influenza A virus proteins decreased virus infectivity and replication ex vivo. We also determined that the nitration of influenza virus hemagglutinin protein can reduce antibody responses to native virus protein. However, our study also suggests that nitration of influenza virus proteins in vivo is likely not extensive enough to inhibit virus functions substantially. These findings will help clarify the role of peroxynitrite during influenza virus infections. IMPORTANCE Nitric oxide and peroxynitrite produced during microbial infections have diverse and seemingly paradoxical functions. While nitration of lung tissue during influenza virus infection has been observed in both mice and humans, the direct effect of protein nitration on influenza viruses has remained elusive. We addressed the impact of nitration of influenza virus proteins on virus infectivity, replication, and immunogenicity. We observed that ex vivo nitration of influenza virus proteins reduced virus infectivity and immunogenicity. However, we did not detect nitration of influenza virus hemagglutinin protein in vivo. These results contribute to our understanding of the roles of nitric oxide and peroxynitrite in influenza virus infections.
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Affiliation(s)
- Harrison Dulin
- Cell, Molecular, and Developmental Biology Graduate Program, University of California, Riverside, Riverside, California, USA
- Microbiology and Plant Pathology, University of California, Riverside, Riverside, California, USA
| | - Nathan Hendricks
- Proteomics Core, University of California, Riverside, Riverside, California, USA
| | - Duo Xu
- Microbiology and Plant Pathology, University of California, Riverside, Riverside, California, USA
| | - Linfeng Gao
- Microbiology and Plant Pathology, University of California, Riverside, Riverside, California, USA
| | - Keidy Wuang
- Microbiology and Plant Pathology, University of California, Riverside, Riverside, California, USA
| | - Huiwang Ai
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, Virginia, USA
| | - Rong Hai
- Cell, Molecular, and Developmental Biology Graduate Program, University of California, Riverside, Riverside, California, USA
- Microbiology and Plant Pathology, University of California, Riverside, Riverside, California, USA
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6
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Liu Z, Sun Q, Yan M, Zhang C, Yuan H, He W. Activity-Based Fluorescent Molecular Logic Gate Probe for Dynamic Tracking of Mitophagy Induced by Oxidative Stress. Anal Chem 2021; 93:3502-3509. [PMID: 33544570 DOI: 10.1021/acs.analchem.0c04854] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Visualizing and modulating the mitophagy process is essential for understanding the role of mitophagy in cellular homeostasis, physiology, and pathology. To overcome the sensing limitation of available mitophagy probes to only lysosome fusion or degradation, a molecular logic gate probe showing multiple fluorescence responses to different mitophagy stages was proposed in this study to sense the oxidative stress-induced mitophagy via a dual-channel mode. This new fluorescent molecular logic gate probe, Mito-PN, was composed by integrating a peroxynitrite-responsive 1,8-naphthalimide with an acidity-activatable rhodamine spirolactam and possesses the mitochondria-targeting capability due to its triphenylphosphonium group. This probe is able to sense both the mitophagy initiation triggered by peroxynitrite and lysosome fusion at different fluorescence wavelengths. It can be rapidly activated by mitochondrial peroxynitrite to turn on the green fluorescence of naphthalimide, and subsequent lysosome/mitophagosome fusion activates the probe with protons to generate red fluorescence. Moreover, our preliminary results demonstrate that the fluorescence response of Mito-PN to peroxynitrite-induced mitophagy can be discriminated from the mitophagy stimulated by carbonyl cyanide m-chlorophenyl hydrazone, which further proves the specific mitophagy tracking ability of Mito-PN. Overall, this research offers a potentially powerful tool for studying the role played by peroxynitrite in mitophagy and provides a versatile strategy for monitoring oxidative stress-related pathological processes.
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Affiliation(s)
- Zhipeng Liu
- College of Materials Science and Engineering, Nanjing Forestry University, 159 Longpan Road, Xuanwu District, Nanjing 210037, China
| | - Qian Sun
- College of Materials Science and Engineering, Nanjing Forestry University, 159 Longpan Road, Xuanwu District, Nanjing 210037, China
| | - Ming Yan
- College of Materials Science and Engineering, Nanjing Forestry University, 159 Longpan Road, Xuanwu District, Nanjing 210037, China
| | - Changli Zhang
- School of Environmental Science, Nanjing Xiaozhuang University, Nanjing 211171, China
| | - Hao Yuan
- State Key Laboratory of Coordination Chemistry, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210093, China
| | - Weijiang He
- State Key Laboratory of Coordination Chemistry, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210093, China
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Huang Q, Li J, Shi T, Liang J, Wang Z, Bai L, Deng Z, Zhao YL. Defense Mechanism of Phosphorothioated DNA under Peroxynitrite-Mediated Oxidative Stress. ACS Chem Biol 2020; 15:2558-2567. [PMID: 32816442 DOI: 10.1021/acschembio.0c00591] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
DNA phosphorothioation (PT) exists in many pathogenic bacteria; however, the mechanism of PT-DNA resistance to the immune response is unclear. In this work, we meticulously investigated the peroxynitrite (PN) tolerance using PT-bioengineered E. coli strains. The in vivo experiment confirms that the S+ strain survives better than the S- strain under moderately oxidative stress. The LCMS, IC, and GCMS experiments demonstrated that phosphorothioate partially converted to phosphate, and the byproduct included sulfate and elemental sulfur. When O,O-diethyl thiophosphate ester (DETP) was used, the reaction rate k1 was determined to be 4.3 ± 0.5 M-1 s-1 in the first-order for both phosphorothioate and peroxynitrite at 35 °C and pH of 8.0. The IC50 values of phosphorothioate dinucleotides are dramatically increased by 400-700-fold compared to DETP. The SH/OH Yin-Yang mechanism rationalizes the in situ DNA self-defense against PN-mediated oxidative stress at the extra bioenergetic cost of DNA modification.
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Affiliation(s)
- Qiang Huang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Jiayi Li
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Ting Shi
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Jingdan Liang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Zhijun Wang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Linquan Bai
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Zixin Deng
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Yi-Lei Zhao
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
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