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Abobakr M, Uzun B, Uzun Ozsahin D, Sanlidag T, Arikan A. Assessment of UTI Diagnostic Techniques Using the Fuzzy-PROMETHEE Model. Diagnostics (Basel) 2023; 13:3421. [PMID: 37998557 PMCID: PMC10670649 DOI: 10.3390/diagnostics13223421] [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: 09/18/2023] [Revised: 10/18/2023] [Accepted: 10/20/2023] [Indexed: 11/25/2023] Open
Abstract
Accurate diagnosis of urinary tract infections (UTIs) is important as early diagnosis increases treatment rates, reduces the risk of infection and disease spread, and prevents deaths. This study aims to evaluate various parameters of existing and developing techniques for the diagnosis of UTIs, the majority of which are approved by the FDA, and rank them according to their performance levels. The study includes 16 UTI tests, and the fuzzy preference ranking organization method was used to analyze the parameters such as analytical efficiency, result time, specificity, sensitivity, positive predictive value, and negative predictive value. Our findings show that the biosensor test was the most indicative of expected test performance for UTIs, with a net flow of 0.0063. This was followed by real-time microscopy systems, catalase, and combined LE and nitrite, which were ranked second, third, and fourth with net flows of 0.003, 0.0026, and 0.0025, respectively. Sequence-based diagnostics was the least favourable alternative with a net flow of -0.0048. The F-PROMETHEE method can aid decision makers in making decisions on the most suitable UTI tests to support the outcomes of each country or patient based on specific conditions and priorities.
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Affiliation(s)
- Mariam Abobakr
- Department of Medical Microbiology and Clinical Microbiology, Near East University, TRNC Mersin 10, Nicosia 99138, Turkey
| | - Berna Uzun
- Department of Mathematics, Near East University, TRNC Mersin 10, Nicosia 99138, Turkey
| | - Dilber Uzun Ozsahin
- Department of Medical Diagnostic Imaging, Collage of Health Sciences, University of Sharjah, Sharjah 27272, United Arab Emirates;
- Research Institute of Medical and Health Sciences, University of Sharjah, Sharjah 27272, United Arab Emirates
- Operational Research Center in Healthcare, Near East University, TRNC Mersin 10, Nicosia 99138, Turkey
| | - Tamer Sanlidag
- DESAM Research Institute, Near East University, TRNC Mersin 10, Nicosia 99138, Turkey;
| | - Ayse Arikan
- Department of Medical Microbiology and Clinical Microbiology, Near East University, TRNC Mersin 10, Nicosia 99138, Turkey
- DESAM Research Institute, Near East University, TRNC Mersin 10, Nicosia 99138, Turkey;
- Department of Medical Microbiology and Clinical Microbiology, Kyrenia University, TRNC Mersin 10, Kyrenia 99320, Turkey
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2
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Higo S, Ishii H, Ozawa H. Recent Advances in High-sensitivity In Situ Hybridization and Costs and Benefits to Consider When Employing These Methods. Acta Histochem Cytochem 2023; 56:49-54. [PMID: 37425096 PMCID: PMC10323200 DOI: 10.1267/ahc.23-00024] [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: 04/10/2023] [Accepted: 05/29/2023] [Indexed: 07/11/2023] Open
Abstract
In situ hybridization (ISH), which visualizes nucleic acids in tissues and cells, is a powerful tool in histology and pathology. Over 50 years since its invention, multiple attempts have been made to increase the sensitivity and simplicity of these methods. Therefore, several highly sensitive in situ hybridization methods have been developed that offer researchers a wide range of options. When selecting these in situ hybridization variants, their signal-amplification principles and characteristics must be understood. In addition, from a practical point of view, a method with good monetary and time-cost performance must be chosen. This review introduces recent high-sensitivity in situ hybridization variants and presents their principles, characteristics, and costs.
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Affiliation(s)
- Shimpei Higo
- Department of Anatomy and Neurobiology, Graduate School of Medicine, Nippon Medical School, 1–1–5, Sendagi, Bunkyo-ku, Tokyo 113–8602, Japan
| | - Hirotaka Ishii
- Department of Anatomy and Neurobiology, Graduate School of Medicine, Nippon Medical School, 1–1–5, Sendagi, Bunkyo-ku, Tokyo 113–8602, Japan
| | - Hitoshi Ozawa
- Faculty of Health Sciences, Bukkyo University, Kyoto, Japan
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3
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Allkja J, Goeres DM, Azevedo AS, Azevedo NF. Interactions of microorganisms within a urinary catheter polymicrobial biofilm model. Biotechnol Bioeng 2023; 120:239-249. [PMID: 36123299 DOI: 10.1002/bit.28241] [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: 05/10/2022] [Revised: 09/07/2022] [Accepted: 09/11/2022] [Indexed: 11/11/2022]
Abstract
Biofilms are often polymicrobial in nature, which can impact their behavior and overall structure, often resulting in an increase in biomass and enhanced antimicrobial resistance. Using plate counts and locked nucleic acid/2'-O-methyl-RNA fluorescence in situ hybridization (LNA/2'OMe-FISH), we studied the interactions of four species commonly associated with catheter-associated urinary tract infections (CAUTI): Enterococcus faecalis, Escherichia coli, Candida albicans, and Proteus mirabilis. Eleven combinations of biofilms were grown on silicone coupons placed in 24-well plates for 24 h, 37°C, in artificial urine medium (AUM). Results showed that P. mirabilis was the dominant species and was able to inhibit both E. coli and C. albicans growth. In the absence of P. mirabilis, an antagonistic relationship between E. coli and C. albicans was observed, with the former being dominant. E. faecalis growth was not affected in any combination, showing a more mutualistic relationship with the other species. Imaging results correlated with the plate count data and provided visual verification of species undetected using the viable plate count. Moreover, the three bacterial species showed overall good repeatability SD (Sr ) values (0.1-0.54) in all combinations tested, whereas C. albicans had higher repeatability Sr values (0.36-1.18). The study showed the complexity of early-stage interactions in polymicrobial biofilms. These interactions could serve as a starting point when considering targets for preventing or treating CAUTI biofilms containing these species.
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Affiliation(s)
- Jontana Allkja
- Laboratory for Process Engineering, Environment, Biotechnology and Energy (LEPABE), Faculty of Engineering, University of Porto, Porto, Portugal.,Associate Laboratory in Chemical Engineering (ALiCE), Faculty of Engineering, University of Porto, Porto, Portugal
| | - Darla M Goeres
- Center for Biofilm Engineering, Montana State University, Bozeman, Montana, USA
| | - Andreia S Azevedo
- Laboratory for Process Engineering, Environment, Biotechnology and Energy (LEPABE), Faculty of Engineering, University of Porto, Porto, Portugal.,Associate Laboratory in Chemical Engineering (ALiCE), Faculty of Engineering, University of Porto, Porto, Portugal.,Instituto de Investigação e Inovação em Saúde (i3S), Universidade do Porto, Porto, Portugal.,Instituto de Patologia e Imunologia Molecular (IPATIMUP), Universidade do Porto, Porto, Portugal
| | - Nuno F Azevedo
- Laboratory for Process Engineering, Environment, Biotechnology and Energy (LEPABE), Faculty of Engineering, University of Porto, Porto, Portugal.,Associate Laboratory in Chemical Engineering (ALiCE), Faculty of Engineering, University of Porto, Porto, Portugal
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4
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Azevedo AS, Fernandes RM, Faria AR, Silvestre OF, Nieder JB, Lou C, Wengel J, Almeida C, Azevedo NF. Spectral imaging and nucleic acid mimics fluorescence in situ hybridization (SI-NAM-FISH) for multiplex detection of clinical pathogens. Front Microbiol 2022; 13:976639. [PMID: 36246234 PMCID: PMC9557775 DOI: 10.3389/fmicb.2022.976639] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 09/08/2022] [Indexed: 11/13/2022] Open
Abstract
The application of nucleic acid mimics (NAMs), such as locked nucleic acid (LNA) and 2′-O-methyl-RNA (2’OMe), has improved the performance of fluorescence in situ hybridization (FISH) methods for the detection/location of clinical pathogens since they provide design versatility and thermodynamic control. However, an important limitation of FISH techniques is the low number of distinguishable targets. The use of filters in fluorescence image acquisition limits the number of fluorochromes that can be simultaneously differentiated. Recent advances in fluorescence spectral image acquisition have allowed the unambiguous identification of several microorganisms in a single sample. In this work, we aimed to combine NAM-FISH and spectral image analysis to develop and validate a new FISH variant, the spectral imaging-NAM-FISH (SI-NAM-FISH), that allows a multiplexed, robust and rapid detection of clinical pathogens. In the first stage, to implement/validate the method, we have selected seven fluorochromes with distinct spectral properties and seven bacterial species (Pseudomonas aeruginosa, Citrobacter freundii, Staphylococcus aureus, Enterococcus faecalis, Klebsiella pneumoniae, Escherichia coli, and Acinetobacter calcoaceticus). As a strong variation in fluorescence intensities is found between species and between fluorochromes, seven versions of a EUB LNA/2’OMe probe, each conjugated to one of seven fluorochromes, were used to rank species/fluorochromes by FISH and then optimize species/fluorochrome pairing. Then, final validation tests were performed using mixed populations to evaluate the potential of the technique for separating/quantifying the different targets. Overall, validation tests with different proportions of bacteria labeled with the respective fluorochrome have shown the ability of the method to correctly distinguish the species.
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Affiliation(s)
- Andreia S. Azevedo
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal
- ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
- IPATIMUP-Instituto de Patologia e Imunologia Molecular, Universidade do Porto, Porto, Portugal
- *Correspondence: Andreia S. Azevedo,
| | - Ricardo M. Fernandes
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal
- ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal
- INIAV, IP-National Institute for Agrarian and Veterinary Research, Vila Do Conde, Portugal
| | - Ana R. Faria
- INL International Iberian Nanotechnology Laboratory, Av Mestre José Veiga s/n, Braga, Portugal
| | - Oscar F. Silvestre
- INL International Iberian Nanotechnology Laboratory, Av Mestre José Veiga s/n, Braga, Portugal
| | - Jana B. Nieder
- INL International Iberian Nanotechnology Laboratory, Av Mestre José Veiga s/n, Braga, Portugal
| | - Chenguang Lou
- Biomolecular Nanoscale Engineering Center, Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Campusvej 55, Odense, Denmark
| | - Jesper Wengel
- Biomolecular Nanoscale Engineering Center, Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Campusvej 55, Odense, Denmark
| | - Carina Almeida
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal
- ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal
- INIAV, IP-National Institute for Agrarian and Veterinary Research, Vila Do Conde, Portugal
| | - Nuno F. Azevedo
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal
- ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal
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Barbosa VB, Rodrigues CF, Cerqueira L, Miranda JM, Azevedo NF. Microfluidics combined with fluorescence in situ hybridization (FISH) for Candida spp. detection. Front Bioeng Biotechnol 2022; 10:987669. [PMID: 36213081 PMCID: PMC9539416 DOI: 10.3389/fbioe.2022.987669] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 08/08/2022] [Indexed: 11/13/2022] Open
Abstract
One of the most prevalent healthcare-associated infection is the urinary tract infection (UTI), caused by opportunistic pathogens such as Candida albicans or non-albicans Candida species (NACS). Urine culture methods are routinely used for UTI diagnostics due to their specificity, sensitivity and low-cost. However, these methods are also laborious, time- and reagent-consuming. Therefore, diagnostic methods relying on nucleic acids have been suggested as alternatives. Nucleic acid-based methods can provide results within 24 h and can be adapted to point-of-care (POC) detection. Here, we propose to combine fluorescence in situ hybridization (FISH) with a microfluidic platform for the detection of Candida spp. As a case study we used C. tropicalis, which is reported as the second most common NACS urine isolate obtained from patients suspected with UTI. The microfluidic platform proposed in this study relies on hydrodynamic trapping, and uses physical barriers (e.g., microposts) for the separation of target cells from the suspension. Using a specific peptide nucleic acid (PNA) probe, the FISH procedure was applied onto previously trapped C. tropicalis cells present inside the microfluidic platform. Fluorescence signal intensity of hybridized cells was captured directly under the epifluorescence microscope. Overall, the PNA probe successfully detected C. tropicalis in pure culture and artificial urine (AU) using FISH combined with the microfluidic platform. Our findings reveal that FISH using nucleic acid mimics (PNA) in combination with microfluidics is a reliable method for the detection of microorganisms such as C. tropicalis. As such, this work provides the basis for the development of a POC detection platform in the future.
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Affiliation(s)
- Violina Baranauskaite Barbosa
- LEPABE–Laboratory for Process Engineering, Environment, Biotechnology and Energy, Department of Chemical Engineering, Faculty of Engineering of University of Porto, Porto, Portugal
- ALiCE–Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal
| | - Célia F. Rodrigues
- LEPABE–Laboratory for Process Engineering, Environment, Biotechnology and Energy, Department of Chemical Engineering, Faculty of Engineering of University of Porto, Porto, Portugal
- ALiCE–Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal
| | - Laura Cerqueira
- LEPABE–Laboratory for Process Engineering, Environment, Biotechnology and Energy, Department of Chemical Engineering, Faculty of Engineering of University of Porto, Porto, Portugal
- ALiCE–Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal
- *Correspondence: Laura Cerqueira, ; João M. Miranda,
| | - João M. Miranda
- ALiCE–Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal
- CEFT–Transport Phenomena Research Center, Department of Chemical Engineering, Faculty of Engineering of University of Porto, Porto, Portugal
- *Correspondence: Laura Cerqueira, ; João M. Miranda,
| | - Nuno F. Azevedo
- LEPABE–Laboratory for Process Engineering, Environment, Biotechnology and Energy, Department of Chemical Engineering, Faculty of Engineering of University of Porto, Porto, Portugal
- ALiCE–Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal
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6
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Nácher-Vázquez M, Barbosa A, Armelim I, Azevedo AS, Almeida GN, Pizarro C, Azevedo NF, Almeida C, Cerqueira L. Development of a Novel Peptide Nucleic Acid Probe for the Detection of Legionella spp. in Water Samples. Microorganisms 2022; 10:1409. [PMID: 35889127 PMCID: PMC9318766 DOI: 10.3390/microorganisms10071409] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 06/13/2022] [Accepted: 06/14/2022] [Indexed: 02/04/2023] Open
Abstract
Legionella are opportunistic intracellular pathogens that are found throughout the environment. The Legionella contamination of water systems represents a serious social problem that can lead to severe diseases, which can manifest as both Pontiac fever and Legionnaires' disease (LD) infections. Fluorescence in situ hybridization using nucleic acid mimic probes (NAM-FISH) is a powerful and versatile technique for bacterial detection. By optimizing a peptide nucleic acid (PNA) sequence based on fluorescently selective binding to specific bacterial rRNA sequences, we established a new PNA-FISH method that has been successfully designed for the specific detection of the genus Legionella. The LEG22 PNA probe has shown great theoretical performance, presenting 99.9% specificity and 96.9% sensitivity. We also demonstrated that the PNA-FISH approach presents a good signal-to-noise ratio when applied in artificially contaminated water samples directly on filtration membranes or after cells elution. For water samples with higher turbidity (from cooling tower water systems), there is still the need for further method optimization in order to detect cellular contents and to overcome interferents' autofluorescence, which hinders probe signal visualization. Nevertheless, this work shows that the PNA-FISH approach could be a promising alternative for the rapid (3-4 h) and accurate detection of Legionella.
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Affiliation(s)
- Montserrat Nácher-Vázquez
- LEPABE—Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal; (M.N.-V.); (A.B.); (I.A.); (A.S.A.); (N.F.A.); (C.A.)
- INIAV, IP—National Institute for Agrarian and Veterinary Research, Vairão, 4485-655 Vila Do Conde, Portugal;
| | - Ana Barbosa
- LEPABE—Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal; (M.N.-V.); (A.B.); (I.A.); (A.S.A.); (N.F.A.); (C.A.)
- ALiCE—Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal
| | - Inês Armelim
- LEPABE—Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal; (M.N.-V.); (A.B.); (I.A.); (A.S.A.); (N.F.A.); (C.A.)
| | - Andreia Sofia Azevedo
- LEPABE—Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal; (M.N.-V.); (A.B.); (I.A.); (A.S.A.); (N.F.A.); (C.A.)
- ALiCE—Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal
- i3S—Instituto de Investigação e Inovação em Saúde, Universidade do Porto, 4200-135 Porto, Portugal
- IPATIMUP—Instituto de Patologia e Imunologia Molecular, Universidade do Porto, 4200-135 Porto, Portugal
| | - Gonçalo Nieto Almeida
- INIAV, IP—National Institute for Agrarian and Veterinary Research, Vairão, 4485-655 Vila Do Conde, Portugal;
| | - Cristina Pizarro
- INSA—National Institute of Health Doutor Ricardo Jorge, Rua Alexandre Herculano 321, 4000-055 Porto, Portugal;
| | - Nuno Filipe Azevedo
- LEPABE—Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal; (M.N.-V.); (A.B.); (I.A.); (A.S.A.); (N.F.A.); (C.A.)
- ALiCE—Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal
| | - Carina Almeida
- LEPABE—Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal; (M.N.-V.); (A.B.); (I.A.); (A.S.A.); (N.F.A.); (C.A.)
- INIAV, IP—National Institute for Agrarian and Veterinary Research, Vairão, 4485-655 Vila Do Conde, Portugal;
- Centre of Biological Engineering (CEB), University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal
| | - Laura Cerqueira
- LEPABE—Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal; (M.N.-V.); (A.B.); (I.A.); (A.S.A.); (N.F.A.); (C.A.)
- ALiCE—Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal
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7
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The role of Nucleic Acid Mimics (NAMs) on FISH-based techniques and applications for microbial detection. Microbiol Res 2022; 262:127086. [PMID: 35700584 DOI: 10.1016/j.micres.2022.127086] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 06/01/2022] [Accepted: 06/03/2022] [Indexed: 01/07/2023]
Abstract
Fluorescent in situ hybridization (FISH) is a powerful tool that for more than 30 years has allowed to detect and quantify microorganisms as well as to study their spatial distribution in three-dimensional structured environments such as biofilms. Throughout these years, FISH has been improved in order to face some of its earlier limitations and to adapt to new research objectives. One of these improvements is related to the emergence of Nucleic Acid Mimics (NAMs), which are now employed as alternatives to the DNA and RNA probes that have been classically used in FISH. NAMs such as peptide and locked nucleic acids (PNA and LNA) have provided enhanced sensitivity and specificity to the FISH technique, as well as higher flexibility in terms of applications. In this review, we aim to cover the state-of-the-art of the different NAMs and explore their possible applications in FISH, providing a general overview of the technique advancement in the last decades.
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8
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Abstract
Heteroduplexes composed of all-DNA and all-2′-OMe RNA strands do not occur in nature, but they have found application in the development of molecular beacons and could also be used as aptamers or elements of nucleic acid-based nanostructures that will contain such structural motifs. The crystallization experiments performed have shown that the introduction of overhangs at the ends of the duplex has a great influence on the success of crystallization, as well as on the DNA:2′-OMe-RNA heteroduplex crystal packing. The molecular and crystal structure of the DNA:2′-O-methyl-RNA heteroduplex in its overhanging and blunt-ended versions was determined at 100 K using synchrotron radiation with a resolution of 1.91 and 1.55 Å, respectively. The Zn-SAD method was used to resolve the original duplex structure when molecular replacement by many existing models of duplex structures failed. Both molecules analyzed adopted a conformation close to the A-RNA double helix. The presented structures provide the first insight into this type of heteroduplexes and allowed a comparative analysis with existing nucleic acid homo- and heteroduplex structures. The results of our research expand the knowledge of the structural properties of new heteroduplexes and may be useful for future applications, such as therapies using this class of compounds.
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Friends with Benefits: An Inside Look of Periodontal Microbes' Interactions Using Fluorescence In Situ Hybridization-Scoping Review. Microorganisms 2021; 9:microorganisms9071504. [PMID: 34361938 PMCID: PMC8306857 DOI: 10.3390/microorganisms9071504] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 06/30/2021] [Accepted: 07/12/2021] [Indexed: 11/19/2022] Open
Abstract
Fluorescence in situ hybridization (FISH) has proven to be particularly useful to describe the microbial composition and spatial organization of mixed microbial infections, as it happens in periodontitis. This scoping review aims to identify and map all the documented interactions between microbes in periodontal pockets by the FISH technique. Three electronic sources of evidence were consulted in search of suitable articles up to 7 November 2020: MEDLINE (via PubMed), Scopus (Elsevier: Amsterdam, The Netherlands), and Web of Science (Clarivate Analytics: Philadelphia, PA, USA) online databases. Studies that showed ex vivo and in situ interactions between, at least, two microorganisms were found eligible. Ten papers were included. Layered or radially ordered multiple-taxon structures are the most common form of consortium. Strict or facultative anaerobic microorganisms are mostly found in the interior and the deepest portions of the structures, while aerobic microorganisms are mostly found on the periphery. We present a model of the microbial spatial organization in sub- and supragingival biofilms, as well as how the documented interactions can shape the biofilm formation. Despite the already acquired knowledge, available evidence regarding the structural composition and interactions of microorganisms within dental biofilms is incomplete and large-scale studies are needed.
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10
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Pereira S, Santos RS, Moreira L, Guimarães N, Gomes M, Zhang H, Remaut K, Braeckmans K, De Smedt S, Azevedo NF. Lipoplexes to Deliver Oligonucleotides in Gram-Positive and Gram-Negative Bacteria: Towards Treatment of Blood Infections. Pharmaceutics 2021; 13:pharmaceutics13070989. [PMID: 34210111 PMCID: PMC8309032 DOI: 10.3390/pharmaceutics13070989] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 06/25/2021] [Accepted: 06/26/2021] [Indexed: 11/16/2022] Open
Abstract
Bacterial resistance to antibiotics threatens the ability to treat life-threatening bloodstream infections. Oligonucleotides (ONs) composed of nucleic acid mimics (NAMs) able to inhibit essential genes can become an alternative to traditional antibiotics, as long as they are safely transported in human serum upon intravenous administration and they are carried across the multilayered bacterial envelopes, impermeable to ONs. In this study, fusogenic liposomes were considered to transport the ONs and promote their internalization in clinically relevant bacteria. Locked nucleic acids and 2′-OMethyl RNA were evaluated as model NAMs and formulated into DOTAP–DOPE liposomes followed by post-PEGylation. Our data showed a complexation stability between the post-PEGylated liposomes and the ONs of over 82%, during 24 h in native human serum, as determined by fluorescence correlation spectroscopy. Quantification by a lipid-mixing assay showed that liposomes, with and without post-PEGylation, fused with all bacteria tested. Such fusion promoted the delivery of a fraction of the ONs into the bacterial cytosol, as observed by fluorescence in situ hybridization and bacterial fractionation. In short, we demonstrated for the first time that liposomes can safely transport ONs in human serum and intracellularly deliver them in both Gram-negative and -positive bacteria, which holds promise towards the treatment of bloodstream infections.
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Affiliation(s)
- Sara Pereira
- Laboratory for Process Engineering, Environment, Biotechnology and Energy (LEPABE), Faculty of Engineering, University of Porto, 4200-465 Porto, Portugal; (S.P.); (L.M.); (N.G.); (M.G.); (N.F.A.)
| | - Rita Sobral Santos
- Laboratory for Process Engineering, Environment, Biotechnology and Energy (LEPABE), Faculty of Engineering, University of Porto, 4200-465 Porto, Portugal; (S.P.); (L.M.); (N.G.); (M.G.); (N.F.A.)
- Correspondence: ; Tel.: +351-225-08-48-71
| | - Luís Moreira
- Laboratory for Process Engineering, Environment, Biotechnology and Energy (LEPABE), Faculty of Engineering, University of Porto, 4200-465 Porto, Portugal; (S.P.); (L.M.); (N.G.); (M.G.); (N.F.A.)
| | - Nuno Guimarães
- Laboratory for Process Engineering, Environment, Biotechnology and Energy (LEPABE), Faculty of Engineering, University of Porto, 4200-465 Porto, Portugal; (S.P.); (L.M.); (N.G.); (M.G.); (N.F.A.)
| | - Mariana Gomes
- Laboratory for Process Engineering, Environment, Biotechnology and Energy (LEPABE), Faculty of Engineering, University of Porto, 4200-465 Porto, Portugal; (S.P.); (L.M.); (N.G.); (M.G.); (N.F.A.)
| | - Heyang Zhang
- Ghent Research Group on Nanomedicine, Laboratory of General Biochemistry and Physical Pharmacy, Faculty of Pharmaceutical Sciences, Ghent University, 9000 Ghent, Belgium; (H.Z.); (K.R.); (K.B.); (S.D.S.)
| | - Katrien Remaut
- Ghent Research Group on Nanomedicine, Laboratory of General Biochemistry and Physical Pharmacy, Faculty of Pharmaceutical Sciences, Ghent University, 9000 Ghent, Belgium; (H.Z.); (K.R.); (K.B.); (S.D.S.)
| | - Kevin Braeckmans
- Ghent Research Group on Nanomedicine, Laboratory of General Biochemistry and Physical Pharmacy, Faculty of Pharmaceutical Sciences, Ghent University, 9000 Ghent, Belgium; (H.Z.); (K.R.); (K.B.); (S.D.S.)
- Centre for Advanced Light Microscopy, Ghent University, 9000 Ghent, Belgium
| | - Stefaan De Smedt
- Ghent Research Group on Nanomedicine, Laboratory of General Biochemistry and Physical Pharmacy, Faculty of Pharmaceutical Sciences, Ghent University, 9000 Ghent, Belgium; (H.Z.); (K.R.); (K.B.); (S.D.S.)
- Centre for Advanced Light Microscopy, Ghent University, 9000 Ghent, Belgium
| | - Nuno Filipe Azevedo
- Laboratory for Process Engineering, Environment, Biotechnology and Energy (LEPABE), Faculty of Engineering, University of Porto, 4200-465 Porto, Portugal; (S.P.); (L.M.); (N.G.); (M.G.); (N.F.A.)
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11
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Pereira S, Yao R, Gomes M, Jørgensen PT, Wengel J, Azevedo NF, Sobral Santos R. Can Vitamin B12 Assist the Internalization of Antisense LNA Oligonucleotides into Bacteria? Antibiotics (Basel) 2021; 10:antibiotics10040379. [PMID: 33916701 PMCID: PMC8065541 DOI: 10.3390/antibiotics10040379] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 03/18/2021] [Accepted: 04/01/2021] [Indexed: 11/17/2022] Open
Abstract
The emergence of bacterial resistance to traditional small-molecule antibiotics is fueling the search for innovative strategies to treat infections. Inhibiting the expression of essential bacterial genes using antisense oligonucleotides (ASOs), particularly composed of nucleic acid mimics (NAMs), has emerged as a promising strategy. However, their efficiency depends on their association with vectors that can translocate the bacterial envelope. Vitamin B12 is among the largest molecules known to be taken up by bacteria and has very recently started to gain interest as a trojan-horse vector. Gapmers and steric blockers were evaluated as ASOs against Escherichia coli (E. coli). Both ASOs were successfully conjugated to B12 by copper-free azide-alkyne click-chemistry. The biological effect of the two conjugates was evaluated together with their intracellular localization in E. coli. Although not only B12 but also both B12-ASO conjugates interacted strongly with E. coli, they were mostly colocalized with the outer membrane. Only 6–9% were detected in the cytosol, which showed to be insufficient for bacterial growth inhibition. These results suggest that the internalization of B12-ASO conjugates is strongly affected by the low uptake rate of the B12 in E. coli and that further studies are needed before considering this strategy against biofilms in vivo.
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Affiliation(s)
- Sara Pereira
- Laboratory for Process Engineering, Environment, Biotechnology and Energy (LEPABE), Faculty of Engineering, University of Porto, R. Dr. Roberto Frias, 4200-465 Porto, Portugal; (S.P.); (M.G.); (N.F.A.)
| | - Ruwei Yao
- Biomolecular Nanoscale Engineering Center, Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Campusvej 55, 5230 Odense M, Denmark; (R.Y.); (P.T.J.); (J.W.)
| | - Mariana Gomes
- Laboratory for Process Engineering, Environment, Biotechnology and Energy (LEPABE), Faculty of Engineering, University of Porto, R. Dr. Roberto Frias, 4200-465 Porto, Portugal; (S.P.); (M.G.); (N.F.A.)
| | - Per Trolle Jørgensen
- Biomolecular Nanoscale Engineering Center, Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Campusvej 55, 5230 Odense M, Denmark; (R.Y.); (P.T.J.); (J.W.)
| | - Jesper Wengel
- Biomolecular Nanoscale Engineering Center, Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Campusvej 55, 5230 Odense M, Denmark; (R.Y.); (P.T.J.); (J.W.)
| | - Nuno Filipe Azevedo
- Laboratory for Process Engineering, Environment, Biotechnology and Energy (LEPABE), Faculty of Engineering, University of Porto, R. Dr. Roberto Frias, 4200-465 Porto, Portugal; (S.P.); (M.G.); (N.F.A.)
| | - Rita Sobral Santos
- Laboratory for Process Engineering, Environment, Biotechnology and Energy (LEPABE), Faculty of Engineering, University of Porto, R. Dr. Roberto Frias, 4200-465 Porto, Portugal; (S.P.); (M.G.); (N.F.A.)
- Correspondence:
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12
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Azevedo AS, Rocha R, Dias N. Flow-FISH Using Nucleic Acid Mimic Probes for the Detection of Bacteria. Methods Mol Biol 2021; 2246:263-277. [PMID: 33576995 DOI: 10.1007/978-1-0716-1115-9_17] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Flow-Fluorescence in situ hybridization (Flow-FISH) enables multiparametric high-throughput detection of target nucleic acid sequences at the single cell-level, allowing an accurate quantification of different cell populations by using a combination of flow cytometry and fluorescent in situ hybridization (FISH). In this chapter, a flow-FISH protocol is described with labeled nucleic acid mimics (NAMs) (e.g. LNA/2'OMe and PNA) acting as the reporter molecules. This protocol allows for the specific detection of bacterial cells. Hence, this protocol can be carried out with minor adjustments, in order to simultaneously detect different species of bacteria in different types of clinical, food, or environmental samples.
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Affiliation(s)
- Andreia S Azevedo
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Department of Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal. .,i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal. .,IPATIMUP - Institute of Molecular Pathology and Immunology of the University of Porto, University of Porto, Porto, Portugal. .,CEB - Centre of Biological Engineering, University of Minho, Braga, Portugal.
| | - Rui Rocha
- CISAS - Centre for Research and Development in Agrifood Systems and Sustainability, Escola Superior de Tecnologia e Gestão, Instituto Politécnico de Viana do Castelo, Viana do Castelo, Portugal
| | - Nicolina Dias
- CEB - Centre of Biological Engineering, University of Minho, Braga, Portugal
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13
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Oliveira R, Azevedo AS, Mendes L. Application of Nucleic Acid Mimics in Fluorescence In Situ Hybridization. Methods Mol Biol 2021; 2246:69-86. [PMID: 33576983 DOI: 10.1007/978-1-0716-1115-9_5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Traditionally, RNA and DNA probes are used in fluorescence in situ hybridization (FISH) methods for microbial detection and characterization of communities' structure and diversity. However, the recent introduction of nucleic acid mimics (NAMs) has improved the robustness of the FISH methods in terms of sensitivity and specificity. Several NAMs have been used, of which the most relevant are peptide nucleic acid (PNA), locked nucleic acids (LNA), 2'-O-methyl RNA (2'OMe), and phosphorothioates (PS). In this chapter, we describe a protocol using PNA and LNA/2'OMe probes for microbial detection by FISH, pointing out the differences between them. These protocols are easily adapted to different microorganisms and different probe sequences.
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Affiliation(s)
- Ricardo Oliveira
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Department of Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal.,INIAV - National Institute for Agrarian and Veterinarian Research, Rua dos Lagidos, Lugar da Madalena, Vairão, Vila do Conde, Portugal
| | - Andreia S Azevedo
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Department of Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal.,i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal.,IPATIMUP - Institute of Molecular Pathology and Immunology of the University of Porto, University of Porto, Porto, Portugal.,CEB - Centre of Biological Engineering, University of Minho, Braga, Portugal
| | - Luzia Mendes
- FMDUP - Faculty of Dental Medicine, University of Porto, Porto, Portugal.
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14
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Abstract
Fluorescence in situ hybridization (FISH) is a molecular biology technique that enables the localization, quantification, and identification of microorganisms in a sample. This technique has found applications in several areas, most notably the environmental, for quantification and diversity assessment of microorganisms and, the clinical, for the rapid diagnostics of infectious agents. The FISH method is based on the hybridization of a fluorescently labeled nucleic acid probe with a complementary sequence that is present inside the microbial cell, typically in the form of ribosomal RNA (rRNA). In fact, an hybridized cell is typically only detectable because a large number of multiple fluorescent particles (as many as the number of target sequences available) are present inside the cell. Here, we will review the major steps involved in a standard FISH protocol, namely, fixation/permeabilization, hybridization, washing, and visualization/detection. For each step, the major variables/parameters are identified and, subsequently, their impact on the overall hybridization performance is assessed in detail.
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Affiliation(s)
- Carina Almeida
- INIAV - National Institute for Agrarian and Veterinarian Research, Rua dos Lagidos, Lugar da Madalena, Vairão, Vila do Conde, Portugal.
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal.
- CEB - Centre of Biological Engineering, Universidade do Minho, Campus de Gualtar, Braga, Portugal.
| | - Nuno F Azevedo
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal
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15
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Fujimoto K, Watanabe N. Fluorescence In Situ Hybridization of 16S rRNA in
Escherichia coli
Using Multiple Photo‐Cross‐Linkable Probes. ChemistrySelect 2020. [DOI: 10.1002/slct.202003343] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Affiliation(s)
- Kenzo Fujimoto
- School of Advanced Science and Technology Japan Advanced Institute of Science and Technology Asahidai 1–1, Nomi Ishikawa 923-1292 Japan
| | - Nanami Watanabe
- School of Advanced Science and Technology Japan Advanced Institute of Science and Technology Asahidai 1–1, Nomi Ishikawa 923-1292 Japan
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16
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Lima JF, Maia P, T Magalhães B, Cerqueira L, Azevedo NF. A comprehensive model for the diffusion and hybridization processes of nucleic acid probes in fluorescence in situ hybridization. Biotechnol Bioeng 2020; 117:3212-3223. [PMID: 32946120 DOI: 10.1002/bit.27462] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 06/02/2020] [Accepted: 06/05/2020] [Indexed: 01/04/2023]
Abstract
Fluorescence in situ hybridization (FISH) has been extensively used in the past decades for the detection and localization of microorganisms. However, a mechanistic approach of the whole FISH process is still missing, and the main limiting steps for the hybridization to occur remain unclear. In here, FISH is approached as a particular case of a diffusion-reaction kinetics, where molecular probes (MPs) move from the hybridization solution to the target RNA site within the cells. Based on literature models, the characteristic times taken by different MPs to diffuse across multiple cellular barriers, as well as the reaction time associated with the formation of the duplex molecular probe-RNA, were estimated. Structural and size differences at the membrane level of bacterial and animal cells were considered. For bacterial cells, the limiting step for diffusion is likely to be the peptidoglycan layer (characteristic time of 7.94 × 102 - 4.39 × 103 s), whereas for animal cells, the limiting step should be the diffusion of the probe through the bulk (1.8-5.0 s) followed by the diffusion through the lipid membrane (1 s). The information provided here may serve as a basis for a more rational development of FISH protocols in the future.
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Affiliation(s)
- Joana F Lima
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal.,Biomode, S.A., Braga, Portugal.,i3S, Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal.,Institute of Molecular Pathology and Immunology of the University of Porto, Porto, Portugal
| | - Paulo Maia
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal
| | - Beatriz T Magalhães
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal
| | - Laura Cerqueira
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal.,Biomode, S.A., Braga, Portugal
| | - Nuno F Azevedo
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Porto, Portugal
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