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Ghariani O, Elleuch J, Ferretti AM, Econdi S, Bisio C, Michaud P, Fendri I, Guidotti M, Abdelkafi S. Toxicological Effects of Silver-Modified Bentonite Nanocomposites on Microalgae: Impact on Cell Growth, Antioxidant Enzymes, and Gene Expression. NANOMATERIALS (BASEL, SWITZERLAND) 2025; 15:629. [PMID: 40278494 PMCID: PMC12029818 DOI: 10.3390/nano15080629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2025] [Revised: 04/08/2025] [Accepted: 04/09/2025] [Indexed: 04/26/2025]
Abstract
The increasing use of nanostructured silver-containing inorganic materials raises concerns about their impact on aquatic organisms. This study assessed the toxicity of silver-modified bentonite composites on Chlamydomonas sp. Two materials were tested: silver-exchanged bentonite (Ben-Ag) and its reduced form (Ben-Ag (H2)).Microalgae were exposed to 0.5 IC50, 1.5 IC50, and 2 IC50. Ben-Ag showed higher toxicity than Ben-Ag (H2), which even promoted algal growth at low doses. Fluorescence microscopy revealed morphological shrinkage in treated cells. Increased phenol content, elevated malondialdehyde (MDA) levels, and altered antioxidant enzyme activities further confirmed Ben-Ag toxicity, along with reduced growth and photosynthetic pigments. Transcriptomic analysis revealed significant changes in gene expression under Ben-Ag exposure. Genes involved in photosynthesis (petB, psbL), caspase activity (casp), and carotenoid metabolism (Q2CHY) were down-regulated, indicating stress-induced damage. In contrast, genes encoding stress response enzymes (SOD, peroxidase), carbon metabolism enzymes (rbcL, PGQ1), and β-carotene biosynthesis (Q2BKT) were up-regulated, reflecting cellular defense mechanisms. Overall, the study highlights the high toxicity of Ben-Ag to Chlamydomonas sp., emphasizing the importance of evaluating environmental risks before using such materials in aquatic environments.
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Affiliation(s)
- Oumayma Ghariani
- Enzymatic Engineering and Microbiology Laboratory, Algae Biotechnology Unit, National Engineering School of Sfax, University of Sfax, Sfax 3038, Tunisia; (O.G.); (J.E.); (S.A.)
- CNR-SCITEC Istituto di Scienze e Tecnologie Chimiche “G. Natta”, Via C. Golgi 19, 20133 Milano, Italy; (S.E.); (M.G.)
| | - Jihen Elleuch
- Enzymatic Engineering and Microbiology Laboratory, Algae Biotechnology Unit, National Engineering School of Sfax, University of Sfax, Sfax 3038, Tunisia; (O.G.); (J.E.); (S.A.)
| | - Anna Maria Ferretti
- CNR-SCITEC Istituto di Scienze e Tecnologie Chimiche “G. Natta”, Via G. Fantoli 16/15, 20138 Milano, Italy;
| | - Stefano Econdi
- CNR-SCITEC Istituto di Scienze e Tecnologie Chimiche “G. Natta”, Via C. Golgi 19, 20133 Milano, Italy; (S.E.); (M.G.)
| | - Chiara Bisio
- Department of Science and Technological Innovation, DISIT, University of Eastern Piedmont, Via T. Michel 11, 15121 Alessandria, Italy;
| | - Philippe Michaud
- Université Clermont Auvergne, Clermont Auvergne INP, CNRS, Institut Pascal, F-63000 Clermont-Ferrand, France
| | - Imen Fendri
- Laboratory of Plant Biotechnology Applied to Crop Improvement, Faculty of Science of Sfax, University of Sfax, Sfax 3029, Tunisia;
| | - Matteo Guidotti
- CNR-SCITEC Istituto di Scienze e Tecnologie Chimiche “G. Natta”, Via C. Golgi 19, 20133 Milano, Italy; (S.E.); (M.G.)
| | - Slim Abdelkafi
- Enzymatic Engineering and Microbiology Laboratory, Algae Biotechnology Unit, National Engineering School of Sfax, University of Sfax, Sfax 3038, Tunisia; (O.G.); (J.E.); (S.A.)
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Baccari O, Barkallah M, Elleuch J, Ben Ayed N, Chtourou A, Karray-Hakim H, Hammami A, Michaud P, Fendri I, Abdelkafi S. Development of a duplex q-PCR for the simultaneous detection of Parachlamydia acanthamoebae and Simkania negevensis in environmental and clinical samples. Anal Biochem 2023; 667:115080. [PMID: 36775111 DOI: 10.1016/j.ab.2023.115080] [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: 10/21/2022] [Revised: 02/03/2023] [Accepted: 02/06/2023] [Indexed: 02/12/2023]
Abstract
Parachlamydia acanthamoebae and Simkania negevensis, two Chlamydia-like bacteria, have been recently recognized as emerging human respiratory pathogens. The prevalence and frequency of these bacteria in the environment and among atypical pneumonia patients are still underestimated by classical cultures, immunohistochemistry and serology which are non-specific, long and tedious methods. This study aims to develop a new duplex probe-based q-PCR assay for the simultaneous detection and quantification of P. acanthamoebae and S. negevensis. The selected hydrolysis probes displayed no cross-reaction with the closely related Chlamydia or the other tested waterborne pathogens. The assay achieved a large dynamic range for quantification (from 5 × 106 to 5 DNA copies/reaction). Efficiencies of FAM and JOE label probes weren't affected when they were combined. They were close to 100%, indicating the linear amplification. The application of this diagnostic tool resulted in 9/47 (19%) and 4/47 (8.5%) positive water samples for P. acanthamoebae and S. negevensis, respectively. P. acanthamoebae was also covered from 2/78 (2.5%) respiratory specimens and only one case (1/200 = 0.5%) of P. acanthamoebae and SARS-CoV-2 co-infection was noticed. While S. negevensis wasn't detected in clinical samples, the developed duplex q-PCR was shown to be an accurate, highly sensitive, and robust diagnostic tool for the detection and quantification of P. acanthamoebae and S. negevensis.
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Affiliation(s)
- Olfa Baccari
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, 3038, Sfax, Tunisia
| | - Mohamed Barkallah
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, 3038, Sfax, Tunisia
| | - Jihen Elleuch
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, 3038, Sfax, Tunisia
| | - Nourelhouda Ben Ayed
- Laboratory of Microbiology, Faculty of Medicine of Sfax, Habib Bourguiba University Hospital, University of Sfax, Tunisia
| | - Amel Chtourou
- Laboratory of Microbiology, Faculty of Medicine of Sfax, Habib Bourguiba University Hospital, University of Sfax, Tunisia
| | - Héla Karray-Hakim
- Laboratory of Microbiology, Faculty of Medicine of Sfax, Habib Bourguiba University Hospital, University of Sfax, Tunisia
| | - Adenene Hammami
- Laboratory of Microbiology, Faculty of Medicine of Sfax, Habib Bourguiba University Hospital, University of Sfax, Tunisia
| | - Philippe Michaud
- Institut Pascal, Université Clermont Auvergne, CNRS, Clermont Auvergne INP, F-63000, Clermont-Ferrand, France
| | - Imen Fendri
- Laboratoire de Biotechnologie Végétale Appliquée à l'Amélioration des Cultures, Faculté des Sciences de Sfax, Université de Sfax, 3038, Sfax, Tunisia
| | - Slim Abdelkafi
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, 3038, Sfax, Tunisia.
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Baccari O, Barkallah M, Elleuch J, Ben Ayed N, Chtourou A, Karray-Hakim H, Hammami A, Michaud P, Fendri I, Abdelkafi S. A new TaqMan real-time PCR assay to detect Parachlamydia acanthamoebae and to monitor its co-existence with SARS-COV-2 among COVID-19 patients. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:17564-17572. [PMID: 36195814 PMCID: PMC9532228 DOI: 10.1007/s11356-022-23227-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Accepted: 09/20/2022] [Indexed: 06/16/2023]
Abstract
Human respiratory infections caused by a large variety of microbial pathogens are the most common diseases responsible for hospitalization, morbidity and mortality. Parachlamydia acanthamoebae, a Chlamydia-related bacterium, has been found to be potentially associated with these diseases. An early and accurate diagnosis of this pathogen could be useful to avoid the potential respiratory complications linked especially to COVID-19 patients and to set suitable outbreak control measures. A TaqMan-PCR assay was developed to detect and quantify Parachlamydia acanthamoebae in environmental and clinical samples from patients of all ages with COVID-19. The selected hydrolysis probe displayed no cross-reaction with the closely related Chlamydia or the other tested pathogens. This q-PCR achieved good reproducibility and repeatability with a detection limit of about 5 DNA copies per reaction. Using this q-PCR assay, Parachlamydia acanthamoebae was detected in 2/78 respiratory specimens and 9/47 water samples. Only one case (1.3%) of Parachlamydia acanthamoebae and SARS-COV-2 co-infection was noticed. To our knowledge, the combination of these two respiratory pathogens has not been described yet. This new TaqMan-PCR assay represents an efficient diagnostic tool to survey Parachlamydia acanthamoebae on a large-scale screening programs and also during outbreaks.
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Affiliation(s)
- Olfa Baccari
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, 3038, Sfax, Tunisia
| | - Mohamed Barkallah
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, 3038, Sfax, Tunisia
| | - Jihen Elleuch
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, 3038, Sfax, Tunisia
| | - Nourelhouda Ben Ayed
- Laboratory of Microbiology, Faculty of Medicine of Sfax, Habib Bourguiba University Hospital, University of Sfax, Sfax, Tunisia
| | - Amel Chtourou
- Laboratory of Microbiology, Faculty of Medicine of Sfax, Habib Bourguiba University Hospital, University of Sfax, Sfax, Tunisia
| | - Héla Karray-Hakim
- Laboratory of Microbiology, Faculty of Medicine of Sfax, Habib Bourguiba University Hospital, University of Sfax, Sfax, Tunisia
| | - Adenene Hammami
- Laboratory of Microbiology, Faculty of Medicine of Sfax, Habib Bourguiba University Hospital, University of Sfax, Sfax, Tunisia
| | - Philippe Michaud
- Institut Pascal, Université Clermont Auvergne, CNRS, Clermont Auvergne INP, 63000, Clermont-Ferrand, France
| | - Imen Fendri
- Laboratoire de Biotechnologie Végétale Appliquée à l'Amélioration des Cultures, Faculté des Sciences de Sfax, Université de Sfax, 3038, Sfax, Tunisia
| | - Slim Abdelkafi
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, 3038, Sfax, Tunisia.
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Farhat A, Elleuch J, Ben Amor F, Barkallah M, Smith KF, Ben Neila I, Abdelkafi S, Fendri I. A fast and accurate method for specific detection and quantification of the bloom-forming microalgae Karlodinium veneficum in the marine environment. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:88699-88709. [PMID: 35836051 DOI: 10.1007/s11356-022-21667-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 06/21/2022] [Indexed: 06/15/2023]
Abstract
Karlodinium veneficum is a toxic benthic globally distributed dinoflagellate which has direct impacts on human health and the environment. Early and accurate detection of this harmful algal bloom-forming species could be useful for potential risks monitoring and management. In the present work, a real-time PCR targeting the internal transcribed spacer ribosomal DNA region for the specific detection and absolute quantification of K. veneficum was designed. Then, the assay conditions were adjusted and validated. The developed qPCR was highly specific for the target species and displayed no cross-reactivity with closely related dinoflagellates and/or other microalgal species commonly distributed along the Tunisian coast. Its lowest detection limit was 5 rDNA copies per reaction, which is often considered satisfying. qPCR assay enumeration accuracy was evaluated using artificially inoculated environmental samples. The comparison of the cell abundance estimates obtained by qPCR assay with the theoretical estimates showed no statistically significant difference across a range of concentrations. We suggest that the qPCR approach developed in the present study may be a valuable tool to investigate the distribution and seasonal dynamics of K. veneficum in marine environments.
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Affiliation(s)
- Ameny Farhat
- Laboratory of Plant Biotechnology Applied to the Improvement of Cultures, Faculty of Sciences of Sfax, University of Sfax, B.P. 1171, 3000, 3029, Sfax, Tunisia
| | - Jihen Elleuch
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, Sfax, Tunisia
| | - Faten Ben Amor
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, Sfax, Tunisia
| | - Mohamed Barkallah
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, Sfax, Tunisia
| | - Kirsty F Smith
- Cawthron Institute, 98 Halifax Street East, Private Bag 2, Nelson, 7042, New Zealand
| | | | - Slim Abdelkafi
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, Sfax, Tunisia
| | - Imen Fendri
- Laboratory of Plant Biotechnology Applied to the Improvement of Cultures, Faculty of Sciences of Sfax, University of Sfax, B.P. 1171, 3000, 3029, Sfax, Tunisia.
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5
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Ben Amor F, Elleuch J, Farhat A, Barkallah M, Smith KF, Ben Neila I, Fendri I, Abdelkafi S. Development of a novel TaqMan qPCR assay for rapid detection and quantification of Gymnodinium catenatum for application to harmful algal bloom monitoring in coastal areas of Tunisia. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:63953-63963. [PMID: 35469376 DOI: 10.1007/s11356-022-20273-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 04/11/2022] [Indexed: 06/14/2023]
Abstract
Gymnodinium catenatum is a dinoflagellate known to cause paralytic shellfish poisoning (PSP), commonly associated with human muscular paralysis, neurological symptoms, and, in extreme cases, death. In the present work, we developed a real-time PCR-based assay for the rapid detection of the toxic microalgal species, G. catenatum, in environmental bivalve mollusc samples as well as seawater samples. G. catenatum-specific primers and probe were designed on the ITS1-5.8S-ITS2 rDNA region. Hydrolysis probe qPCR assay was optimized. ITS1-5.8S-ITS2 rDNA region copy numbers per G. catenatum cell genome were estimated to be 122.73 ± 5.54 copies/cell, allowing cell quantification. The application of the optimized qPCR assay for G. catenatum detection and quantification in field samples has been conducted, revealing high sensitivity (detection of around 1.3105 cells/L of seawater samples. Thus, the designed hydrolysis probe qPCR assay could be considered an efficient tool for phytoplankton monitoring whilst ensuring accuracy and sensitivity and providing cost and time savings.
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Affiliation(s)
- Faten Ben Amor
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, University of Sfax, Sfax, Tunisia
| | - Jihen Elleuch
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, University of Sfax, Sfax, Tunisia
| | - Ameni Farhat
- Laboratory of Plant Biotechnology Applied to the Improvement of Cultures, Faculty of Sciences of Sfax, University of Sfax, B.P. 1171, 1117, 3029, Sfax, Tunisia
| | - Mohamed Barkallah
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, University of Sfax, Sfax, Tunisia
| | - Kirsty F Smith
- Cawthron Institute, 98 Halifax Street East, Private Bag 2, Nelson, 7042, New Zealand
| | | | - Imen Fendri
- Laboratory of Plant Biotechnology Applied to the Improvement of Cultures, Faculty of Sciences of Sfax, University of Sfax, B.P. 1171, 1117, 3029, Sfax, Tunisia
| | - Slim Abdelkafi
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, University of Sfax, Sfax, Tunisia.
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Ahuja S, Kumar MS, Nandeshwar R, Kondabagil K, Tallur S. Longer amplicons provide better sensitivity for electrochemical sensing of viral nucleic acid in water samples using PCB electrodes. Sci Rep 2022; 12:8814. [PMID: 35614180 PMCID: PMC9130999 DOI: 10.1038/s41598-022-12818-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Accepted: 05/04/2022] [Indexed: 12/13/2022] Open
Abstract
The importance of monitoring environmental samples has gained a lot of prominence since the onset of COVID-19 pandemic, and several surveillance efforts are underway using gold standard, albeit expensive qPCR-based techniques. Electrochemical DNA biosensors could offer a potential cost-effective solution suitable for monitoring of environmental water samples in lower middle income countries. In this work, we demonstrate electrochemical detection of amplicons as long as [Formula: see text] obtained from Phi6 bacteriophage (a popular surrogate for SARS-CoV-2) isolated from spiked lake water samples, using ENIG finish PCB electrodes with no surface modification. The electrochemical sensor response is thoroughly characterised for two DNA fragments of different lengths ([Formula: see text] and [Formula: see text]), and the impact of salt in PCR master mix on methylene blue (MB)-DNA interactions is studied. Our findings establish that length of the DNA fragment significantly determines electrochemical sensitivity, and the ability to detect long amplicons without gel purification of PCR products demonstrated in this work bodes well for realisation of fully-automated solutions for in situ measurement of viral load in water samples.
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Affiliation(s)
- Shruti Ahuja
- Centre for Research in Nanotechnology and Science (CRNTS), IIT Bombay, Mumbai, 400076, India
| | - M Santhosh Kumar
- Department of Biosciences and Bioengineering (BSBE), IIT Bombay, Mumbai, 400076, India
| | - Ruchira Nandeshwar
- Department of Electrical Engineering (EE), IIT Bombay, Mumbai, 400076, India
| | - Kiran Kondabagil
- Department of Biosciences and Bioengineering (BSBE), IIT Bombay, Mumbai, 400076, India.
| | - Siddharth Tallur
- Department of Electrical Engineering (EE), IIT Bombay, Mumbai, 400076, India.
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Pryszlak A, Wenzel T, Seitz KW, Hildebrand F, Kartal E, Cosenza MR, Benes V, Bork P, Merten CA. Enrichment of gut microbiome strains for cultivation-free genome sequencing using droplet microfluidics. CELL REPORTS METHODS 2022; 2:None. [PMID: 35118437 PMCID: PMC8787643 DOI: 10.1016/j.crmeth.2021.100137] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 10/05/2021] [Accepted: 12/07/2021] [Indexed: 11/25/2022]
Abstract
We report a droplet microfluidic method to target and sort individual cells directly from complex microbiome samples and to prepare these cells for bulk whole-genome sequencing without cultivation. We characterize this approach by recovering bacteria spiked into human stool samples at a ratio as low as 1:250 and by successfully enriching endogenous Bacteroides vulgatus to the level required for de novo assembly of high-quality genomes. Although microbiome strains are increasingly demanded for biomedical applications, a vast majority of species and strains are uncultivated and without reference genomes. We address this shortcoming by encapsulating complex microbiome samples directly into microfluidic droplets and amplifying a target-specific genomic fragment using a custom molecular TaqMan probe. We separate those positive droplets by droplet sorting, selectively enriching single target strain cells. Finally, we present a protocol to purify the genomic DNA while specifically removing amplicons and cell debris for high-quality genome sequencing.
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Affiliation(s)
- Anna Pryszlak
- European Molecular Biology Laboratory, Heidelberg, Germany
| | - Tobias Wenzel
- European Molecular Biology Laboratory, Heidelberg, Germany
- Institute for Biological and Medical Engineering, Schools of Engineering, Medicine and Biological Sciences, Pontificia Universidad Católica de Chile, Santiago, Chile
| | | | - Falk Hildebrand
- European Molecular Biology Laboratory, Heidelberg, Germany
- Gut Microbes and Health, Quadram Institute Bioscience, Norwich, UK
- Digital Biology, Earlham Institute, Norwich, UK
| | - Ece Kartal
- European Molecular Biology Laboratory, Heidelberg, Germany
| | | | - Vladimir Benes
- European Molecular Biology Laboratory, Heidelberg, Germany
| | - Peer Bork
- European Molecular Biology Laboratory, Heidelberg, Germany
- Max Delbrück Centre for Molecular Medicine, Berlin, Germany
- University of Würzburg, Würzburg, Germany
| | - Christoph A. Merten
- European Molecular Biology Laboratory, Heidelberg, Germany
- School of Engineering, Institute of Bioengineering, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
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Molecular Methods for Pathogenic Bacteria Detection and Recent Advances in Wastewater Analysis. WATER 2021. [DOI: 10.3390/w13243551] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
With increasing concerns about public health and the development of molecular techniques, new detection tools and the combination of existing approaches have increased the abilities of pathogenic bacteria monitoring by exploring new biomarkers, increasing the sensitivity and accuracy of detection, quantification, and analyzing various genes such as functional genes and antimicrobial resistance genes (ARG). Molecular methods are gradually emerging as the most popular detection approach for pathogens, in addition to the conventional culture-based plate enumeration methods. The analysis of pathogens in wastewater and the back-estimation of infections in the community, also known as wastewater-based epidemiology (WBE), is an emerging methodology and has a great potential to supplement current surveillance systems for the monitoring of infectious diseases and the early warning of outbreaks. However, as a complex matrix, wastewater largely challenges the analytical performance of molecular methods. This review synthesized the literature of typical pathogenic bacteria in wastewater, types of biomarkers, molecular methods for bacterial analysis, and their recent advances in wastewater analysis. The advantages and limitation of these molecular methods were evaluated, and their prospects in WBE were discussed to provide insight for future development.
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Elleuch J, Ben Amor F, Barkallah M, Haj Salah J, Smith KF, Aleya L, Fendri I, Abdelkafi S. q-PCR-based assay for the toxic dinoflagellate Karenia selliformis monitoring along the Tunisian coasts. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2021; 28:57486-57498. [PMID: 34089447 DOI: 10.1007/s11356-021-14597-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 05/24/2021] [Indexed: 06/12/2023]
Abstract
Karenia selliformis is a marine dinoflagellate responsible for fish-kill events. Its presence has been reported along the Tunisian coasts (south-eastern Mediterranean Sea) since the 1990s. In the present study, a quantitative-PCR assay, based on the internal transcribed spacer (ITS) molecular marker, was developed to detect and quantify K. selliformis in environmental bivalve mollusk samples and in seawater samples. The assay was optimized, and its specificity was confirmed using cross-reactivity experiments against microalgal species commonly found on the Tunisian coasts and/or closely related to K. selliformis. Calibration curves were performed by tenfold dilutions of plasmid DNA harboring target sequence and genomic DNA, attaining a limit of detection of around 5 copies of target DNA per reaction, far below one K. selliformis cell per reaction. The field application of the developed assay showed a powerful detection capability. Thus, the designed assay could contribute to the deployment of in-field diagnostic tools for K. selliformis blooms monitoring.
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Affiliation(s)
- Jihen Elleuch
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, Sfax, Tunisia
| | - Faten Ben Amor
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, Sfax, Tunisia
| | - Mohamed Barkallah
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, Sfax, Tunisia
| | - Jihen Haj Salah
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, Sfax, Tunisia
| | - Kirsty F Smith
- Cawthron Institute, 98 Halifax Street East, Private Bag 2, Nelson, 7042, New Zealand
| | - Lotfi Aleya
- Chrono-Environnement Laboratory, UMR CNRS 6249, Bourgogne Franche-Comté University, F-25030, Besançon Cedex, France
| | - Imen Fendri
- Laboratoire de Biotechnologies des Plantes appliquées à l'Amélioration des Cultures, Faculté des Sciences de Sfax, Université de Sfax, Sfax, Tunisia
| | - Slim Abdelkafi
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, Université de Sfax, Sfax, Tunisia.
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10
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Barkallah M, Elleuch J, Smith KF, Chaari S, Ben Neila I, Fendri I, Michaud P, Abdelkafi S. Development and application of a real-time PCR assay for the sensitive detection of diarrheic toxin producer Prorocentrum lima. J Microbiol Methods 2020; 178:106081. [PMID: 33035573 DOI: 10.1016/j.mimet.2020.106081] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 10/01/2020] [Accepted: 10/01/2020] [Indexed: 12/17/2022]
Abstract
Prorocentrum lima (P. lima) is a widely spread dinoflagellate in the Mediterranean Sea and it has become increasingly involved in harmful algal blooms. The purpose of this study is to develop a probe-based real-time polymerase chain reaction (PCR) targeting the ITS1-5.8S-ITS2 region for the detection and absolute quantification of P. lima based on linear and circular DNA standards. The results have shown that the quantitative PCR (q-PCR), using circular plasmid as a template, gave a threshold cycle number 1.79-5.6 greater than equimolar linear standards. When microalgae, commonly found in aquatic samples were tested, no cross-amplification was observed. The q-PCR brought about a good intra and inter-run reproducibility and a detection limit of 5 copies of linear plasmid per reaction. A quantitative relationship between the cell numbers and their corresponding plasmid copy numbers was attained. Afterwards, the effectiveness of the developed protocol was tested with 130 aquatic samples taken from 19 Tunisian sampling sites. The developed q-PCR had a detection sensitivity of up to 1 cell. All the positive samples were taken from three sampling sites of Medenine Governorate with cell abundances that ranged from 22 to 156,000 cells L-1 of seawater. The q-PCR assay revealed a high sensitivity in monitoring the aquatic samples in which the low concentrations of P. lima were not accurately detected by light microscopy. Indeed, this approach is at the same time rapid, specific and sensitive than the traditional microscopy techniques and it represents a great potential for the monitoring of P. lima blooms.
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Affiliation(s)
- Mohamed Barkallah
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, University of Sfax, 3038 Sfax, Tunisia
| | - Jihen Elleuch
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, University of Sfax, 3038 Sfax, Tunisia
| | - Kirsty F Smith
- Cawthron Institute, 98 Halifax Street East, Private Bag 2, Nelson 7042, New Zealand
| | - Siwar Chaari
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, University of Sfax, 3038 Sfax, Tunisia
| | | | - Imen Fendri
- Laboratory of Plant Biotechnology Applied to the improvement of Cultures, Faculty of Sciences of Sfax, B.P. 1171, 3000, University of Sfax, 3029 Sfax, Tunisia
| | - Philippe Michaud
- Université Clermont Auvergne, CNRS, SIGMA Clermont, Institut Pascal, F-63000 Clermont-Ferrand, France
| | - Slim Abdelkafi
- Laboratoire de Génie Enzymatique et Microbiologie, Equipe de Biotechnologie des Algues, Ecole Nationale d'Ingénieurs de Sfax, University of Sfax, 3038 Sfax, Tunisia.
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