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Kosmeri C, Giapros V, Serbis A, Baltogianni M. Application of Advanced Molecular Methods to Study Early-Onset Neonatal Sepsis. Int J Mol Sci 2024; 25:2258. [PMID: 38396935 PMCID: PMC10889541 DOI: 10.3390/ijms25042258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Revised: 02/10/2024] [Accepted: 02/12/2024] [Indexed: 02/25/2024] Open
Abstract
Early-onset sepsis (EOS) is a global health issue, considered one of the primary causes of neonatal mortality. Diagnosis of EOS is challenging because its clinical signs are nonspecific, and blood culture, which is the current gold-standard diagnostic tool, has low sensitivity. Commonly used biomarkers for sepsis diagnosis, including C-reactive protein, procalcitonin, and interleukin-6, lack specificity for infection. Due to the disadvantages of blood culture and other common biomarkers, ongoing efforts are directed towards identifying innovative molecular approaches to diagnose neonates at risk of sepsis. This review aims to gather knowledge and recent research on these emerging molecular methods. PCR-based techniques and unrestricted techniques based on 16S rRNA sequencing and 16S-23S rRNA gene interspace region sequencing offer several advantages. Despite their potential, these approaches are not able to replace blood cultures due to several limitations; however, they may prove valuable as complementary tests in neonatal sepsis diagnosis. Several microRNAs have been evaluated and have been proposed as diagnostic biomarkers in EOS. T2 magnetic resonance and bioinformatic analysis have proposed potential biomarkers of neonatal sepsis, though further studies are essential to validate these findings.
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Affiliation(s)
- Chrysoula Kosmeri
- Department of Pediatrics, University Hospital of Ioannina, 45500 Ioannina, Greece
| | - Vasileios Giapros
- Neonatal Intensive Care Unit, School of Medicine, University of Ioannina, 45500 Ioannina, Greece
| | - Anastasios Serbis
- Department of Pediatrics, University Hospital of Ioannina, 45500 Ioannina, Greece
| | - Maria Baltogianni
- Neonatal Intensive Care Unit, School of Medicine, University of Ioannina, 45500 Ioannina, Greece
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2
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Shen T, Jin R, Yan J, Cheng X, Zeng L, Chen Q, Gu Y, Zou L, Zhao K, Xiang Q, Penttinen P, Ma M, Li S, Zou T, Yu X. Study on diversity, nitrogen-fixing capacity, and heavy metal tolerance of culturable Pongamia pinnata rhizobia in the vanadium-titanium magnetite tailings. Front Microbiol 2023; 14:1078333. [PMID: 37405163 PMCID: PMC10315665 DOI: 10.3389/fmicb.2023.1078333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 05/23/2023] [Indexed: 07/06/2023] Open
Abstract
Introduction The diversity, nitrogen-fixing capacity and heavy metal tolerance of culturable rhizobia in symbiotic relationship with Pongamia pinnata surviving in vanadium (V) - titanium (Ti) magnetite (VTM) tailings is still unknown, and the rhizobia isolates from the extreme barren VTM tailings contaminated with a variety of metals would provide available rhizobia resources for bioremediation. Methods P. pinnata plants were cultivated in pots containing the VTM tailings until root nodules formed, and then culturable rhizobia were isolated from root nodules. The diversity, nitrogen-fixing capacity and heavy metal tolerance of rhizobia were performed. Results Among 57 rhizobia isolated from these nodules, only twenty strains showed different levels of tolerance to copper (Cu), nickel (Ni), manganese (Mn) and zinc (Zn), especially strains PP1 and PP76 showing high tolerance against these four heavy metals. Based on the phylogenetic analysis of 16S rRNA and four house-keeping genes (atpD, recA, rpoB, glnII), twelve isolates were identified as Bradyrhizobium pachyrhizi, four as Ochrobactrum anthropic, three as Rhizobium selenitireducens and one as Rhizobium pisi. Some rhizobia isolates showed a high nitrogen-fixing capacity and promoted P. pinnata growth by increasing nitrogen content by 10%-145% in aboveground plant part and 13%-79% in the root. R. pachyrhizi PP1 showed the strongest capacity of nitrogen fixation, plant growth promotion and resistance to heavy metals, which provided effective rhizobia strains for bioremediation of VTM tailings or other contaminated soils. This study demonstrated that there are at least three genera of culturable rhizobia in symbiosis with P. pinnata in VTM tailings. Discussion Abundant culturable rhizobia with the capacity of nitrogen fixation, plant growth promotion and resistance to heavy metals survived in VTM tailings, indicating more valuable functional microbes could be isolated from extreme soil environments such as VTM tailings.
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Affiliation(s)
- Tian Shen
- College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Ruimin Jin
- College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Jing Yan
- College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Xiran Cheng
- College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Lan Zeng
- College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Qiang Chen
- College of Resources, Sichuan Agricultural University, Chengdu, China
- Key Laboratory of Investigation and Monitoring, Protection and Utilization for Cultivated Land Resources, Ministry of Natural Resources, Chengdu, China
| | - Yunfu Gu
- College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Likou Zou
- College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Ke Zhao
- College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Quanju Xiang
- College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Petri Penttinen
- College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Menggen Ma
- College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Shuangcheng Li
- College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Ting Zou
- College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Xiumei Yu
- College of Resources, Sichuan Agricultural University, Chengdu, China
- Key Laboratory of Investigation and Monitoring, Protection and Utilization for Cultivated Land Resources, Ministry of Natural Resources, Chengdu, China
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3
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Oliva A, Miele MC, Al Ismail D, Di Timoteo F, De Angelis M, Rosa L, Cutone A, Venditti M, Mascellino MT, Valenti P, Mastroianni CM. Challenges in the Microbiological Diagnosis of Implant-Associated Infections: A Summary of the Current Knowledge. Front Microbiol 2021; 12:750460. [PMID: 34777301 PMCID: PMC8586543 DOI: 10.3389/fmicb.2021.750460] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 10/04/2021] [Indexed: 12/14/2022] Open
Abstract
Implant-associated infections are characterized by microbial biofilm formation on implant surface, which renders the microbiological diagnosis challenging and requires, in the majority of cases, a complete device removal along with a prolonged antimicrobial therapy. Traditional cultures have shown unsatisfactory sensitivity and a significant advance in the field has been represented by both the application of the sonication technique for the detachment of live bacteria from biofilm and the implementation of metabolic and molecular assays. However, despite the recent progresses in the microbiological diagnosis have considerably reduced the rate of culture-negative infections, still their reported incidence is not negligible. Overall, several culture- and non-culture based methods have been developed for diagnosis optimization, which mostly relies on pre-operative and intra-operative (i.e., removed implants and surrounding tissues) samples. This review outlines the principal culture- and non-culture based methods for the diagnosis of the causative agents of implant-associated infections and gives an overview on their application in the clinical practice. Furthermore, advantages and disadvantages of each method are described.
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Affiliation(s)
- Alessandra Oliva
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Rome, Italy
| | - Maria Claudia Miele
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Rome, Italy
| | - Dania Al Ismail
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Rome, Italy
| | - Federica Di Timoteo
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Rome, Italy
| | - Massimiliano De Angelis
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Rome, Italy
| | - Luigi Rosa
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Rome, Italy
| | - Antimo Cutone
- Department of Biosciences and Territory, University of Molise, Pesche, Italy
| | - Mario Venditti
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Rome, Italy
| | - Maria Teresa Mascellino
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Rome, Italy
| | - Piera Valenti
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Rome, Italy
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4
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Paulson JN, Williams BL, Hehnly C, Mishra N, Sinnar SA, Zhang L, Ssentongo P, Mbabazi-Kabachelor E, Wijetunge DSS, von Bredow B, Mulondo R, Kiwanuka J, Bajunirwe F, Bazira J, Bebell LM, Burgoine K, Couto-Rodriguez M, Ericson JE, Erickson T, Ferrari M, Gladstone M, Guo C, Haran M, Hornig M, Isaacs AM, Kaaya BN, Kangere SM, Kulkarni AV, Kumbakumba E, Li X, Limbrick DD, Magombe J, Morton SU, Mugamba J, Ng J, Olupot-Olupot P, Onen J, Peterson MR, Roy F, Sheldon K, Townsend R, Weeks AD, Whalen AJ, Quackenbush J, Ssenyonga P, Galperin MY, Almeida M, Atkins H, Warf BC, Lipkin WI, Broach JR, Schiff SJ. Paenibacillus infection with frequent viral coinfection contributes to postinfectious hydrocephalus in Ugandan infants. Sci Transl Med 2021; 12:12/563/eaba0565. [PMID: 32998967 DOI: 10.1126/scitranslmed.aba0565] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 05/06/2020] [Indexed: 12/14/2022]
Abstract
Postinfectious hydrocephalus (PIH), which often follows neonatal sepsis, is the most common cause of pediatric hydrocephalus worldwide, yet the microbial pathogens underlying this disease remain to be elucidated. Characterization of the microbial agents causing PIH would enable a shift from surgical palliation of cerebrospinal fluid (CSF) accumulation to prevention of the disease. Here, we examined blood and CSF samples collected from 100 consecutive infant cases of PIH and control cases comprising infants with non-postinfectious hydrocephalus in Uganda. Genomic sequencing of samples was undertaken to test for bacterial, fungal, and parasitic DNA; DNA and RNA sequencing was used to identify viruses; and bacterial culture recovery was used to identify potential causative organisms. We found that infection with the bacterium Paenibacillus, together with frequent cytomegalovirus (CMV) coinfection, was associated with PIH in our infant cohort. Assembly of the genome of a facultative anaerobic bacterial isolate recovered from cultures of CSF samples from PIH cases identified a strain of Paenibacillus thiaminolyticus This strain, designated Mbale, was lethal when injected into mice in contrast to the benign reference Paenibacillus strain. These findings show that an unbiased pan-microbial approach enabled characterization of Paenibacillus in CSF samples from PIH cases, and point toward a pathway of more optimal treatment and prevention for PIH and other proximate neonatal infections.
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Affiliation(s)
- Joseph N Paulson
- Department of Biostatistics, Product Development, Genentech Inc., South San Francisco, CA 94080, USA
| | - Brent L Williams
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY 10032, USA.,Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY 10032, USA
| | - Christine Hehnly
- Institute for Personalized Medicine, Department of Biochemistry and Molecular Biology, Pennsylvania State University College of Medicine, Hershey, PA 17033, USA
| | - Nischay Mishra
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY 10032, USA.,Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY 10032, USA
| | - Shamim A Sinnar
- Center for Neural Engineering, Pennsylvania State University, University Park, PA 16802, USA.,Department of Medicine, Pennsylvania State University College of Medicine, Hershey, PA 17033, USA
| | - Lijun Zhang
- Institute for Personalized Medicine, Department of Biochemistry and Molecular Biology, Pennsylvania State University College of Medicine, Hershey, PA 17033, USA
| | - Paddy Ssentongo
- Center for Neural Engineering, Pennsylvania State University, University Park, PA 16802, USA.,Department of Engineering Science and Mechanics, Pennsylvania State University, University Park, PA 16802, USA.,Department of Public Health Sciences, Pennsylvania State University College of Medicine, Hershey, PA 17033, USA
| | | | - Dona S S Wijetunge
- Department of Pathology, Pennsylvania State University College of Medicine, Hershey, PA 17033, USA
| | - Benjamin von Bredow
- Department of Pathology, Pennsylvania State University College of Medicine, Hershey, PA 17033, USA
| | - Ronnie Mulondo
- CURE Children's Hospital of Uganda, Plot 97-105, Bugwere Road, P.O. Box 903 Mbale, Uganda
| | - Julius Kiwanuka
- Department of Pediatrics, Mbarara University of Science and Technology, P.O. Box 1410 Mbarara, Uganda
| | - Francis Bajunirwe
- Department of Epidemiology, Mbarara University of Science and Technology, P.O. Box 1410, Mbarara, Uganda
| | - Joel Bazira
- Department of Microbiology, Mbarara University of Science and Technology, P.O. Box 1410 Mbarara, Uganda
| | - Lisa M Bebell
- Division of Infectious Disease, Massachusetts Genereal Hospital, Harvard Medical School, 55 Fruit St, GRJ-504, Boston, MA 02114, USA
| | - Kathy Burgoine
- Neonatal Unit, Department of Paediatrics and Child Health, Mbale Regional Referral Hospital, Plot 29-33 Pallisa Road, P.O. Box 1966, Mbale, Uganda.,Mbale Clinical Research Institute, Mbale Regional Referral Hospital, Plot 29-33 Pallisa Road, P.O. Box 1966 Mbale, Uganda.,University of Liverpool, Liverpool, L69 3BX, UK
| | - Mara Couto-Rodriguez
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY 10032, USA.,Biotia, 100 6th avenue, New York, NY 10013, USA
| | - Jessica E Ericson
- Division of Pediatric Infectious Disease, Pennsylvania State University College of Medicine, Hershey, PA 17033, USA
| | - Tim Erickson
- CURE Children's Hospital of Uganda, Plot 97-105, Bugwere Road, P.O. Box 903 Mbale, Uganda
| | - Matthew Ferrari
- Center for Infectious Disease Dynamics, Pennsylvania State University, University Park, PA 16802, USA.,Department of Biology, Pennsylvania State University, University Park, PA 16802, USA.,Department of Statistics, Pennsylvania State University, University Park, PA 16802, USA
| | - Melissa Gladstone
- Institute for Translational Medicine, University of Liverpool, Liverpool, L12 2AP, UK
| | - Cheng Guo
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
| | - Murali Haran
- Department of Statistics, Pennsylvania State University, University Park, PA 16802, USA
| | - Mady Hornig
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY 10032, USA
| | - Albert M Isaacs
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO 63130, USA
| | - Brian Nsubuga Kaaya
- CURE Children's Hospital of Uganda, Plot 97-105, Bugwere Road, P.O. Box 903 Mbale, Uganda
| | - Sheila M Kangere
- CURE Children's Hospital of Uganda, Plot 97-105, Bugwere Road, P.O. Box 903 Mbale, Uganda
| | - Abhaya V Kulkarni
- Division of Neurosurgery, Hospital for Sick Children, University of Toronto, Toronto, Ontario, M5G 1X8, Canada
| | - Elias Kumbakumba
- Department of Pediatrics, Mbarara University of Science and Technology, P.O. Box 1410 Mbarara, Uganda
| | - Xiaoxiao Li
- Institute for Translational Medicine, University of Liverpool, Liverpool, L12 2AP, UK
| | - David D Limbrick
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, MO 63130, USA
| | - Joshua Magombe
- CURE Children's Hospital of Uganda, Plot 97-105, Bugwere Road, P.O. Box 903 Mbale, Uganda
| | - Sarah U Morton
- Division of Newborn Medicine, Boston Children's Hospital and Department of Pediatrics, Harvard Medical School, Boston MA 02115, USA
| | - John Mugamba
- CURE Children's Hospital of Uganda, Plot 97-105, Bugwere Road, P.O. Box 903 Mbale, Uganda
| | - James Ng
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
| | - Peter Olupot-Olupot
- Mbale Clinical Research Institute, Mbale Regional Referral Hospital, Plot 29-33 Pallisa Road, P.O. Box 1966 Mbale, Uganda.,Busitema University, Mbale Campus, Plot 29-33 Pallisa Road, P.O. Box 1966, Mbale, Uganda
| | - Justin Onen
- CURE Children's Hospital of Uganda, Plot 97-105, Bugwere Road, P.O. Box 903 Mbale, Uganda
| | - Mallory R Peterson
- Center for Neural Engineering, Pennsylvania State University, University Park, PA 16802, USA.,Department of Engineering Science and Mechanics, Pennsylvania State University, University Park, PA 16802, USA
| | - Farrah Roy
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - Kathryn Sheldon
- Institute for Personalized Medicine, Department of Biochemistry and Molecular Biology, Pennsylvania State University College of Medicine, Hershey, PA 17033, USA
| | - Reid Townsend
- Department of Medicine, Washington University School of Medicine , St. Louis, MO 63130, USA
| | - Andrew D Weeks
- Sanyu Research Unit, Liverpool Women's Hospital, University of Liverpool, Liverpool L8 7SS, UK
| | - Andrew J Whalen
- Department of Mechanical Engineering, Pennsylvania State University, University Park, PA 16802, USA
| | - John Quackenbush
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - Peter Ssenyonga
- CURE Children's Hospital of Uganda, Plot 97-105, Bugwere Road, P.O. Box 903 Mbale, Uganda
| | - Michael Y Galperin
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD 20894, USA
| | - Mathieu Almeida
- Université Paris-Saclay, INRAE, MGP, Jouy-en-Josas, 78350, France
| | - Hannah Atkins
- Department of Comparative Medicine, Pennsylvania State University College of Medicine, Hershey, PA 17033, USA
| | - Benjamin C Warf
- Department of Neurosurgery, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - W Ian Lipkin
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY 10032, USA.,Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY 10032, USA
| | - James R Broach
- Institute for Personalized Medicine, Department of Biochemistry and Molecular Biology, Pennsylvania State University College of Medicine, Hershey, PA 17033, USA
| | - Steven J Schiff
- Center for Neural Engineering, Pennsylvania State University, University Park, PA 16802, USA. .,Department of Engineering Science and Mechanics, Pennsylvania State University, University Park, PA 16802, USA.,Center for Infectious Disease Dynamics, Pennsylvania State University, University Park, PA 16802, USA.,Department of Neurosurgery, Pennsylvania State University College of Medicine, Hershey, PA 17033, USA.,Department of Physics, Pennsylvania State University, University Park, PA 16802, USA
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Abstract
Neonatal sepsis (NS) kills 750,000 infants every year. Effectively treating NS requires timely diagnosis and antimicrobial therapy matched to the causative pathogens, but most blood cultures for suspected NS do not recover a causative pathogen. We refer to these suspected but unidentified pathogens as microbial dark matter. Given these low culture recovery rates, many non–culture-based technologies are being explored to diagnose NS, including PCR, 16S amplicon sequencing, and whole metagenomic sequencing. However, few of these newer technologies are scalable or sustainable globally. To reduce worldwide deaths from NS, one possibility may be performing population-wide pathogen discovery. Because pathogen transmission patterns can vary across space and time, computational models can be built to predict the pathogens responsible for NS by region and season. This approach could help to optimally treat patients, decreasing deaths from NS and increasing antimicrobial stewardship until effective diagnostics that are scalable become available globally.
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Kazerooni EA, Maharachchikumbura SSN, Adhikari A, Al-Sadi AM, Kang SM, Kim LR, Lee IJ. Rhizospheric Bacillus amyloliquefaciens Protects Capsicum annuum cv. Geumsugangsan From Multiple Abiotic Stresses via Multifarious Plant Growth-Promoting Attributes. FRONTIERS IN PLANT SCIENCE 2021; 12:669693. [PMID: 34113368 PMCID: PMC8185346 DOI: 10.3389/fpls.2021.669693] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 04/12/2021] [Indexed: 05/08/2023]
Abstract
Plant growth-promoting rhizobacteria (PGPR) are beneficial microorganisms that can be utilized to improve plant responses against biotic and abiotic stresses. In this study, we investigated whether PGPR (Bacillus amyloliquefaciens) isolated from the endorhizosphere of Sasamorpha borealis have the potential to sustain pepper growth under drought, salinity, and heavy metal stresses. The bacterial strain was determined based on 16S rDNA and gyrB gene sequencing and characterized based on the following biochemical traits: nitrogen fixation; 1-aminocyclopropane-1-carboxylate deaminase activity; indole acetic acid production; inorganic phosphate, potassium, zinc, and silicon solubilization; and siderophore production. Various abiotic stresses were applied to 28-day-old pepper seedlings, and the influence of the PGPR strain on pepper seedling growth under these stress conditions was evaluated. The application of PGPR improved survival of the inoculated pepper plants under stress conditions, which was reflected by higher seedling growth rate and improved physiochemical traits. The PGPR-treated plants maintained high chlorophyll, salicylic acid, sugar, amino acid, and proline contents and showed low lipid metabolism, abscisic acid, protein, hydrogen peroxide contents, and antioxidant activities under stress conditions. Gene expression studies confirmed our physiological and biochemical findings. PGPR inoculation led to enhanced expression of XTH genes and reduced expression of WRKY2, BI-1, PTI1, and binding immunoglobulin protein (BiP) genes. We conclude that the PGPR strain described in this study has great potential for use in the phytoremediation of heavy metals and for enhancing pepper plant productivity under stress conditions, particularly those involving salinity and drought.
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Affiliation(s)
- Elham Ahmed Kazerooni
- Department of Applied Biosciences, Kyungpook National University, Daegu, South Korea
| | | | - Arjun Adhikari
- Department of Applied Biosciences, Kyungpook National University, Daegu, South Korea
| | - Abdullah Mohammed Al-Sadi
- Department of Crop Sciences, College of Agricultural and Marine Sciences, Sultan Qaboos University, Al-Khod, Oman
| | - Sang-Mo Kang
- Department of Applied Biosciences, Kyungpook National University, Daegu, South Korea
| | - Lee-Rang Kim
- Department of Applied Biosciences, Kyungpook National University, Daegu, South Korea
| | - In-Jung Lee
- Department of Applied Biosciences, Kyungpook National University, Daegu, South Korea
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Performance and Application of 16S rRNA Gene Cycle Sequencing for Routine Identification of Bacteria in the Clinical Microbiology Laboratory. Clin Microbiol Rev 2020; 33:33/4/e00053-19. [PMID: 32907806 DOI: 10.1128/cmr.00053-19] [Citation(s) in RCA: 127] [Impact Index Per Article: 31.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
This review provides a state-of-the-art description of the performance of Sanger cycle sequencing of the 16S rRNA gene for routine identification of bacteria in the clinical microbiology laboratory. A detailed description of the technology and current methodology is outlined with a major focus on proper data analyses and interpretation of sequences. The remainder of the article is focused on a comprehensive evaluation of the application of this method for identification of bacterial pathogens based on analyses of 16S multialignment sequences. In particular, the existing limitations of similarity within 16S for genus- and species-level differentiation of clinically relevant pathogens and the lack of sequence data currently available in public databases is highlighted. A multiyear experience is described of a large regional clinical microbiology service with direct 16S broad-range PCR followed by cycle sequencing for direct detection of pathogens in appropriate clinical samples. The ability of proteomics (matrix-assisted desorption ionization-time of flight) versus 16S sequencing for bacterial identification and genotyping is compared. Finally, the potential for whole-genome analysis by next-generation sequencing (NGS) to replace 16S sequencing for routine diagnostic use is presented for several applications, including the barriers that must be overcome to fully implement newer genomic methods in clinical microbiology. A future challenge for large clinical, reference, and research laboratories, as well as for industry, will be the translation of vast amounts of accrued NGS microbial data into convenient algorithm testing schemes for various applications (i.e., microbial identification, genotyping, and metagenomics and microbiome analyses) so that clinically relevant information can be reported to physicians in a format that is understood and actionable. These challenges will not be faced by clinical microbiologists alone but by every scientist involved in a domain where natural diversity of genes and gene sequences plays a critical role in disease, health, pathogenicity, epidemiology, and other aspects of life-forms. Overcoming these challenges will require global multidisciplinary efforts across fields that do not normally interact with the clinical arena to make vast amounts of sequencing data clinically interpretable and actionable at the bedside.
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Moshirabadi A, Razi M, Arasteh P, Sarzaeem MM, Ghaffari S, Aminiafshar S, Hosseinian Khosroshahy K, Sheikholeslami FM. Polymerase Chain Reaction Assay Using the Restriction Fragment Length Polymorphism Technique in the Detection of Prosthetic Joint Infections: A Multi-Centered Study. J Arthroplasty 2019; 34:359-364. [PMID: 30471785 DOI: 10.1016/j.arth.2018.10.017] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2018] [Revised: 09/05/2018] [Accepted: 10/14/2018] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND PCR-RFLP (polymerase chain reaction-restriction fragment length polymorphism) techniques have been used for the diagnosis of bacteria in some infections. In this study, we aimed to evaluate the diagnostic accuracy of PCR for the diagnosis of prosthetic joint infections (PJI) and to identify isolated microorganisms, using the RFLP method. METHODS During January 2015 to January 2018, patients who were suspected of having PJI after arthroplasty surgery or were candidates for revision surgery due to loosening of implant entered the study. Patients who had 1 major criterion or 3 minor criteria for PJI based on the Philadelphia Consensus Criteria (PCC) on Periprosthetic Joint Infection were considered as cases of PJI. Both culture results and PCR findings, were cross compared with results of the PCC (as the gold standard criteria). RESULTS Overall, 76 samples were included in the study. Mean (standard deviation) age of patients was 66.72 ± 11.82 years. Overall, 57.9% of patients were females. Prevalence of PJI was 50% based on the PCC. Sensitivity, specificity, positive predictive value, negative predictive value, and general efficacy of PCR for detection of PJI was 97.4%, 100%, 100%, 97.4%, and 98.7%, respectively. Sensitivity, specificity, positive predictive value, negative predictive value, and general efficacy of culture was 31.6%, 100%, 65.7%, 100%, and 59.4%, respectively. We isolated a broad range of bacteria using PCR-RFLP including Gram-positive cocci such as Staphylococcus sp., Streptococcus sp., and Enterococcus sp., and Gram-negative bacilli such as Enterobacteriaceae sp., Pseudomonas sp. Citrobacter sp., as well as Chlamydophila pneumonia, Stenotrophomonas maltophilia, Brucella melitensis, non-gonococcal Neisseria, Kingella kingae, Bacteroides ovatus, and Proteus mirabilis from PJI patients. CONCLUSION Inhere, for the first time, we showed that PCR-RFLP is a powerful tool for identifying the type of bacteria involved in PJI, and can be used for follow-up of patients suspected of PJI and those with a history of antibiotic use. PCR-RFLP may be able to substantially decrease detection time of PJI among PCR-based methods, while allowing more accurate identification of the bacteria involved.
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Affiliation(s)
| | - Mohammad Razi
- Department of Orthopedic Surgery, Hazrat-e-Rasoul Akram Hospital, Iran University of Medical Sciences, Tehran, Iran
| | - Peyman Arasteh
- Noncommunicable Diseases Research Center, Fasa University of Medical Sciences, Fasa, Iran; Department of MPH, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mohammad Mahdi Sarzaeem
- Department of Orthopedic Surgery, Imam Hossein Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Saman Ghaffari
- Department of Orthopedic Surgery, Ziaeian Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Saied Aminiafshar
- Department of Infectious Disease, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Fellow of Royal Society of Tropical Medicine and Hygien, London, United Kingdom
| | | | - Fatemeh Maryam Sheikholeslami
- Department of Molecular Pathology, National Research Institute of Tuberculosis and Lung Diseases, Shahid Behshti University of Medical Sciences, Tehran, Iran; Department of Molecular Biology, Dr. Khosroshahi's Pathobiology Laboratory, Tehran, Iran
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Gu Y, Wang Y, Sun Y, Zhao K, Xiang Q, Yu X, Zhang X, Chen Q. Genetic diversity and characterization of arsenic-resistant endophytic bacteria isolated from Pteris vittata, an arsenic hyperaccumulator. BMC Microbiol 2018; 18:42. [PMID: 29739310 PMCID: PMC5941679 DOI: 10.1186/s12866-018-1184-x] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Accepted: 04/30/2018] [Indexed: 11/17/2022] Open
Abstract
Background Alleviating arsenic (As) contamination is a high-priority environmental issue. Hyperaccumulator plants may harbor endophytic bacteria able to detoxify As. Therefore, we investigated the distribution, diversity, As (III) resistance levels, and resistance-related functional genes of arsenite-resistant bacterial endophytes in Pteris vittata L. growing in a lead-zinc mining area with different As contamination levels. Results A total of 116 arsenite-resistant bacteria were isolated from roots of P. vittata with different As concentrations. Based on the 16S rRNA gene sequence analysis of representative isolates, the isolates belonged to Proteobacteria, Actinobacteria, and Firmicutes. Major genera found were Agrobacterium, Stenotrophomonas, Pseudomonas, Rhodococcus, and Bacillus. The most highly arsenite-resistant bacteria (minimum inhibitory concentration > 45 mM) were isolated from P. vittata with high As concentrations and belonged to the genera Agrobacterium and Bacillus. The strains with high As tolerance also showed high levels of indole-3-acetic acid (IAA) production and carried arsB/ACR3(2) genes. The arsB and ACR3(2) were most likely horizontally transferred among the strains. Conclusion The results of this study suggest that P. vittata plants with high As concentrations may select diverse arsenite-resistant bacteria; this diversity might, at least partly, be a result of horizontal gene transfer. These diverse endophytic bacteria are potential candidates to enhance phytoremediation techniques.
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Affiliation(s)
- Yunfu Gu
- Department of Microbiology, College of Resource Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China.
| | - Yingyan Wang
- Department of Microbiology, College of Resource Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Yihao Sun
- Department of Microbiology, College of Resource Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Ke Zhao
- Department of Microbiology, College of Resource Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Quanju Xiang
- Department of Microbiology, College of Resource Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Xiumei Yu
- Department of Microbiology, College of Resource Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Xiaoping Zhang
- Department of Microbiology, College of Resource Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
| | - Qiang Chen
- Department of Microbiology, College of Resource Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China
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The Madness of Microbiome: Attempting To Find Consensus "Best Practice" for 16S Microbiome Studies. Appl Environ Microbiol 2018; 84:AEM.02627-17. [PMID: 29427429 PMCID: PMC5861821 DOI: 10.1128/aem.02627-17] [Citation(s) in RCA: 297] [Impact Index Per Article: 49.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The development and continuous improvement of high-throughput sequencing platforms have stimulated interest in the study of complex microbial communities. Currently, the most popular sequencing approach to study microbial community composition and dynamics is targeted 16S rRNA gene metabarcoding. To prepare samples for sequencing, there are a variety of processing steps, each with the potential to introduce bias at the data analysis stage. In this short review, key information from the literature pertaining to each processing step is described, and consequently, general recommendations for future 16S rRNA gene metabarcoding experiments are made.
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Wu Y, Wu J, Zhang Z, Cheng C. DNA decontamination methods for internal quality management in clinical PCR laboratories. J Clin Lab Anal 2017; 32. [PMID: 28665527 DOI: 10.1002/jcla.22290] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2017] [Accepted: 06/03/2017] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND The polymerase chain reaction (PCR) technique, one of the most commonly applied methods in diagnostic and molecular biology, has a frustrating downside: the occurrence of false-positive signals due to contamination. In previous research, various DNA decontamination methods have been developed to overcome this limitation. Unfortunately, the use of random or poorly focused sampling methods for monitoring air and/or object surfaces leads to the incomplete elimination during decontamination procedures. We herein attempted to develop a novel DNA decontamination method (environmental surveillance, including surface and air sampling) and quality management program for clinical molecular diagnostic laboratories (or clinical PCR laboratories). METHODS Here, we performed a step-by-step evaluation of current DNA decontamination methods and developed an effective procedure for assessing the presence of decontaminating DNA via PCR analysis. Performing targeted environmental surveillance by sampling, which reached optimal performance over 2 weeks, and the decontamination process had been verified as reliable. Additionally, the process was validated to not affect PCR amplification efficiency based on a comparative study. RESULTS In this study, effective guidelines for DNA decontamination were developed. The method employed ensured that surface DNA contamination could be effectively identified and eliminated. Furthermore, our study highlighted the importance of overall quality assurance and good clinical laboratory practices for preventing contamination, which are key factors for compliance with regulatory or accreditation requirements. CONCLUSIONS Taken together, we provided the evidence that the presented scheme ranged from troubleshooting to the elimination of surface contamination, could serve as critical foundation for developing regular environmental surveillance guidelines for PCR laboratories.
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Affiliation(s)
- Yingping Wu
- Department of Clinical Laboratory, The Fourth Affiliated Hospital Zhejiang University School of Medicine, College of Medicine, Zhejiang University, Hangzhou, China
| | - Jianyong Wu
- Department of Clinical Laboratory, The Fourth Affiliated Hospital Zhejiang University School of Medicine, College of Medicine, Zhejiang University, Hangzhou, China
| | - Zhihui Zhang
- Department of Clinical Laboratory, The Fourth Affiliated Hospital Zhejiang University School of Medicine, College of Medicine, Zhejiang University, Hangzhou, China
| | - Chen Cheng
- Department of Clinical Laboratory, The Fourth Affiliated Hospital Zhejiang University School of Medicine, College of Medicine, Zhejiang University, Hangzhou, China
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Humphrey B, McLeod N, Turner C, Sutton JM, Dark PM, Warhurst G. Removal of Contaminant DNA by Combined UV-EMA Treatment Allows Low Copy Number Detection of Clinically Relevant Bacteria Using Pan-Bacterial Real-Time PCR. PLoS One 2015; 10:e0132954. [PMID: 26172943 PMCID: PMC4501569 DOI: 10.1371/journal.pone.0132954] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2015] [Accepted: 06/21/2015] [Indexed: 01/12/2023] Open
Abstract
Background More than two decades after its discovery, contaminant microbial DNA in PCR reagents continues to impact the sensitivity and integrity of broad-range PCR diagnostic techniques. This is particularly relevant to their use in the setting of human sepsis, where a successful diagnostic on blood samples needs to combine universal bacterial detection with sensitivity to 1-2 genome copies, because low levels of a broad range of bacteria are implicated. Results We investigated the efficacy of ethidium monoazide (EMA) and propidium monoazide (PMA) treatment as emerging methods for the decontamination of PCR reagents. Both treatments were able to inactivate contaminating microbial DNA but only at concentrations that considerably affected assay sensitivity. Increasing amplicon length improved EMA/PMA decontamination efficiency but at the cost of assay sensitivity. The same was true for UV exposure as an alternative decontamination strategy, likely due to damage sustained by oligonucleotide primers which were a significant source of contamination. However, a simple combination strategy with UV-treated PCR reagents paired with EMA-treated primers produced an assay capable of two genome copy detection and a <5% contamination rate. This decontamination strategy could have important utility in developing improved pan-bacterial assays for rapid diagnosis of low pathogen burden conditions such as in the blood of patients with suspected blood stream infection.
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Affiliation(s)
- Bruce Humphrey
- Institute of Inflammation and Repair, Faculty of Medical and Human Sciences, University of Manchester, Manchester, United Kingdom
- Infection, Injury & inflammation Research Group, Salford Royal NHS Foundation Trust, Salford, United Kingdom
- * E-mail:
| | - Neil McLeod
- Public Health England, Microbiology Services Division, Porton Down, Salisbury, United Kingdom
| | - Carrie Turner
- Public Health England, Microbiology Services Division, Porton Down, Salisbury, United Kingdom
| | - J. Mark Sutton
- Public Health England, Microbiology Services Division, Porton Down, Salisbury, United Kingdom
| | - Paul M. Dark
- Institute of Inflammation and Repair, Faculty of Medical and Human Sciences, University of Manchester, Manchester, United Kingdom
- Infection, Injury & inflammation Research Group, Salford Royal NHS Foundation Trust, Salford, United Kingdom
| | - Geoffrey Warhurst
- Institute of Inflammation and Repair, Faculty of Medical and Human Sciences, University of Manchester, Manchester, United Kingdom
- Infection, Injury & inflammation Research Group, Salford Royal NHS Foundation Trust, Salford, United Kingdom
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13
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Green SJ, Venkatramanan R, Naqib A. Deconstructing the polymerase chain reaction: understanding and correcting bias associated with primer degeneracies and primer-template mismatches. PLoS One 2015; 10:e0128122. [PMID: 25996930 PMCID: PMC4440812 DOI: 10.1371/journal.pone.0128122] [Citation(s) in RCA: 120] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2014] [Accepted: 04/22/2015] [Indexed: 12/26/2022] Open
Abstract
The polymerase chain reaction (PCR) is sensitive to mismatches between primer and template, and mismatches can lead to inefficient amplification of targeted regions of DNA template. In PCRs in which a degenerate primer pool is employed, each primer can behave differently. Therefore, inefficiencies due to different primer melting temperatures within a degenerate primer pool, in addition to mismatches between primer binding sites and primers, can lead to a distortion of the true relative abundance of targets in the original DNA pool. A theoretical analysis indicated that a combination of primer-template and primer-amplicon interactions during PCR cycles 3–12 is potentially responsible for this distortion. To test this hypothesis, we developed a novel amplification strategy, entitled “Polymerase-exonuclease (PEX) PCR”, in which primer-template interactions and primer-amplicon interactions are separated. The PEX PCR method substantially and significantly improved the evenness of recovery of sequences from a mock community of known composition, and allowed for amplification of templates with introduced mismatches near the 3’ end of the primer annealing sites. When the PEX PCR method was applied to genomic DNA extracted from complex environmental samples, a significant shift in the observed microbial community was detected. Furthermore, the PEX PCR method provides a mechanism to identify which primers in a primer pool are annealing to target gDNA. Primer utilization patterns revealed that at high annealing temperatures in the PEX PCR method, perfect match annealing predominates, while at lower annealing temperatures, primers with up to four mismatches with templates can contribute substantially to amplification. The PEX PCR method is simple to perform, is limited to PCR mixes and a single exonuclease step which can be performed without reaction cleanup, and is recommended for reactions in which degenerate primer pools are used or when mismatches between primers and template are possible.
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Affiliation(s)
- Stefan J. Green
- DNA Services Facility, Research Resources Center, University of Illinois at Chicago, Chicago, Illinois, United States of America
- Dept. of Biological Sciences, University of Illinois at Chicago, Chicago, Illinois, United States of America
- * E-mail:
| | - Raghavee Venkatramanan
- DNA Services Facility, Research Resources Center, University of Illinois at Chicago, Chicago, Illinois, United States of America
- Dept. of Bioengineering, University of Illinois at Chicago, Chicago, Illinois, United States of America
| | - Ankur Naqib
- DNA Services Facility, Research Resources Center, University of Illinois at Chicago, Chicago, Illinois, United States of America
- Dept. of Bioengineering, University of Illinois at Chicago, Chicago, Illinois, United States of America
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14
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Potgieter M, Bester J, Kell DB, Pretorius E. The dormant blood microbiome in chronic, inflammatory diseases. FEMS Microbiol Rev 2015; 39:567-91. [PMID: 25940667 PMCID: PMC4487407 DOI: 10.1093/femsre/fuv013] [Citation(s) in RCA: 274] [Impact Index Per Article: 30.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/02/2015] [Indexed: 02/07/2023] Open
Abstract
Blood in healthy organisms is seen as a ‘sterile’ environment: it lacks proliferating microbes. Dormant or not-immediately-culturable forms are not absent, however, as intracellular dormancy is well established. We highlight here that a great many pathogens can survive in blood and inside erythrocytes. ‘Non-culturability’, reflected by discrepancies between plate counts and total counts, is commonplace in environmental microbiology. It is overcome by improved culturing methods, and we asked how common this would be in blood. A number of recent, sequence-based and ultramicroscopic studies have uncovered an authentic blood microbiome in a number of non-communicable diseases. The chief origin of these microbes is the gut microbiome (especially when it shifts composition to a pathogenic state, known as ‘dysbiosis’). Another source is microbes translocated from the oral cavity. ‘Dysbiosis’ is also used to describe translocation of cells into blood or other tissues. To avoid ambiguity, we here use the term ‘atopobiosis’ for microbes that appear in places other than their normal location. Atopobiosis may contribute to the dynamics of a variety of inflammatory diseases. Overall, it seems that many more chronic, non-communicable, inflammatory diseases may have a microbial component than are presently considered, and may be treatable using bactericidal antibiotics or vaccines. Atopobiosis of microbes (the term describing microbes that appear in places other than where they should be), as well as the products of their metabolism, seems to correlate with, and may contribute to, the dynamics of a variety of inflammatory diseases.
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Affiliation(s)
- Marnie Potgieter
- Department of Physiology, Faculty of Health Sciences, University of Pretoria, Arcadia 0007, South Africa
| | - Janette Bester
- Department of Physiology, Faculty of Health Sciences, University of Pretoria, Arcadia 0007, South Africa
| | - Douglas B Kell
- School of Chemistry and The Manchester Institute of Biotechnology, The University of Manchester, 131, Princess St, Manchester M1 7DN, Lancs, UK
| | - Etheresia Pretorius
- Department of Physiology, Faculty of Health Sciences, University of Pretoria, Arcadia 0007, South Africa
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15
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Salter SJ, Cox MJ, Turek EM, Calus ST, Cookson WO, Moffatt MF, Turner P, Parkhill J, Loman NJ, Walker AW. Reagent and laboratory contamination can critically impact sequence-based microbiome analyses. BMC Biol 2014; 12:87. [PMID: 25387460 PMCID: PMC4228153 DOI: 10.1186/s12915-014-0087-z] [Citation(s) in RCA: 2050] [Impact Index Per Article: 205.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2014] [Accepted: 10/13/2014] [Indexed: 12/11/2022] Open
Abstract
Background The study of microbial communities has been revolutionised in recent years by the widespread adoption of culture independent analytical techniques such as 16S rRNA gene sequencing and metagenomics. One potential confounder of these sequence-based approaches is the presence of contamination in DNA extraction kits and other laboratory reagents. Results In this study we demonstrate that contaminating DNA is ubiquitous in commonly used DNA extraction kits and other laboratory reagents, varies greatly in composition between different kits and kit batches, and that this contamination critically impacts results obtained from samples containing a low microbial biomass. Contamination impacts both PCR-based 16S rRNA gene surveys and shotgun metagenomics. We provide an extensive list of potential contaminating genera, and guidelines on how to mitigate the effects of contamination. Conclusions These results suggest that caution should be advised when applying sequence-based techniques to the study of microbiota present in low biomass environments. Concurrent sequencing of negative control samples is strongly advised. Electronic supplementary material The online version of this article (doi:10.1186/s12915-014-0087-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Susannah J Salter
- Pathogen Genomics Group, Wellcome Trust Sanger Institute, Hinxton, UK.
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16
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Mennerat A, Sheldon BC. How to deal with PCR contamination in molecular microbial ecology. MICROBIAL ECOLOGY 2014; 68:834-841. [PMID: 25004997 DOI: 10.1007/s00248-014-0453-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2013] [Accepted: 06/19/2014] [Indexed: 06/03/2023]
Abstract
Microbial ecology studies often use broad-range PCR primers to obtain community profiles. Contaminant microbial DNA present in PCR reagents may therefore be amplified together with template DNA, resulting in unrepeatable data which may be difficult to interpret, especially when template DNA is present at low levels. One possible decontamination method consists in pre-treating PCR mixes with restriction enzymes before heat-inactivating those enzymes prior to the start of the PCR. However, this method has given contrasting results, including a reduction in PCR sensitivity. In this study, we tested the efficiency of two different enzymes (DNase 1 and Sau3AI) as well as the effect of dithiothreitol (DTT), a strong reducing agent, in the decontamination procedure. Our results indicate that enzymatic treatment does reduce contamination levels. However, DNase 1 caused substantial reductions in the bacterial richness found in communities, which we interpret as a result of its incomplete inactivation by heat treatment. DTT did help maintain bacterial richness in mixes treated with DNase 1. No such issues arose when using Sau3AI, which therefore seems a more appropriate enzyme. In our study, four operational taxonomic units (OTU) decreased in frequency and relative abundance after treatment with Sau3AI and hence are likely to represent contaminant bacterial DNA. We found higher within-sample similarity in community structure after treatment with Sau3AI, probably better reflecting the initial bacterial communities. We argue that the presence of contaminant bacterial DNA may have consequences in the interpretation of ecological data, especially when using low levels of template DNA from highly diverse communities. We advocate the use of such decontaminating approaches as a standard procedure in microbial ecology.
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Affiliation(s)
- Adèle Mennerat
- Ecologie et Dynamique des Systèmes Anthropisés (FRE 3498), CNRS/Université de Picardie Jules Verne, 33 rue Saint Leu, 80039, Amiens, France,
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Yu X, Li Y, Zhang C, Liu H, Liu J, Zheng W, Kang X, Leng X, Zhao K, Gu Y, Zhang X, Xiang Q, Chen Q. Culturable heavy metal-resistant and plant growth promoting bacteria in V-Ti magnetite mine tailing soil from Panzhihua, China. PLoS One 2014; 9:e106618. [PMID: 25188470 PMCID: PMC4154735 DOI: 10.1371/journal.pone.0106618] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2014] [Accepted: 07/29/2014] [Indexed: 11/19/2022] Open
Abstract
To provide a basis for using indigenous bacteria for bioremediation of heavy metal contaminated soil, the heavy metal resistance and plant growth-promoting activity of 136 isolates from V-Ti magnetite mine tailing soil were systematically analyzed. Among the 13 identified bacterial genera, the most abundant genus was Bacillus (79 isolates) out of which 32 represented B. subtilis and 14 B. pumilus, followed by Rhizobium sp. (29 isolates) and Ochrobactrum intermedium (13 isolates). Altogether 93 isolates tolerated the highest concentration (1000 mg kg−1) of at least one of the six tested heavy metals. Five strains were tolerant against all the tested heavy metals, 71 strains tolerated 1,000 mg kg−1 cadmium whereas only one strain tolerated 1,000 mg kg−1 cobalt. Altogether 67% of the bacteria produced indoleacetic acid (IAA), a plant growth-promoting phytohormone. The concentration of IAA produced by 53 isolates was higher than 20 µg ml−1. In total 21% of the bacteria produced siderophore (5.50–167.67 µg ml−1) with two Bacillus sp. producing more than 100 µg ml−1. Eighteen isolates produced both IAA and siderophore. The results suggested that the indigenous bacteria in the soil have beneficial characteristics for remediating the contaminated mine tailing soil.
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Affiliation(s)
- Xiumei Yu
- Department of Microbiology, College of Resource and Environmental Sciences, Sichuan Agricultural University, Chengdu, China
- * E-mail: (XY); (QC)
| | - Yanmei Li
- Department of Microbiology, College of Resource and Environmental Sciences, Sichuan Agricultural University, Chengdu, China
| | - Chu Zhang
- Department of Microbiology, College of Resource and Environmental Sciences, Sichuan Agricultural University, Chengdu, China
| | - Huiying Liu
- Department of Microbiology, College of Resource and Environmental Sciences, Sichuan Agricultural University, Chengdu, China
| | - Jin Liu
- Department of Microbiology, College of Resource and Environmental Sciences, Sichuan Agricultural University, Chengdu, China
| | - Wenwen Zheng
- Department of Microbiology, College of Resource and Environmental Sciences, Sichuan Agricultural University, Chengdu, China
| | - Xia Kang
- Department of Microbiology, College of Resource and Environmental Sciences, Sichuan Agricultural University, Chengdu, China
| | - Xuejun Leng
- Department of Microbiology, College of Resource and Environmental Sciences, Sichuan Agricultural University, Chengdu, China
- Environmental Monitoring Station, Panzhihua Municipal Environmental Protection Bureau, Panzhihua, China
| | - Ke Zhao
- Department of Microbiology, College of Resource and Environmental Sciences, Sichuan Agricultural University, Chengdu, China
| | - Yunfu Gu
- Department of Microbiology, College of Resource and Environmental Sciences, Sichuan Agricultural University, Chengdu, China
| | - Xiaoping Zhang
- Department of Microbiology, College of Resource and Environmental Sciences, Sichuan Agricultural University, Chengdu, China
| | - Quanju Xiang
- Department of Microbiology, College of Resource and Environmental Sciences, Sichuan Agricultural University, Chengdu, China
| | - Qiang Chen
- Department of Microbiology, College of Resource and Environmental Sciences, Sichuan Agricultural University, Chengdu, China
- * E-mail: (XY); (QC)
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van den Brand M, Peters RPH, Catsburg A, Rubenjan A, Broeke FJ, van den Dungen FAM, van Weissenbruch MM, van Furth AM, Kõressaar T, Remm M, Savelkoul PHM, Bos MP. Development of a multiplex real-time PCR assay for the rapid diagnosis of neonatal late onset sepsis. J Microbiol Methods 2014; 106:8-15. [PMID: 25102109 DOI: 10.1016/j.mimet.2014.07.034] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2014] [Revised: 07/25/2014] [Accepted: 07/25/2014] [Indexed: 01/20/2023]
Abstract
The diagnosis of late onset sepsis (LOS), a severe condition with high prevalence in preterm infants, is hampered by the suboptimal sensitivity and long turnaround time of blood culture. Detection of the infecting pathogen directly in blood by PCR would provide a much more timely result. Unfortunately, PCR-based assays reported so far are labor intensive and often lack direct species identification. Therefore we developed a real-time multiplex PCR assay tailored to LOS diagnosis which is easy-to-use, is applicable on small blood volumes and provides species-specific results within 4h. Species-specific PCR assays were selected from literature or developed using bioinformatic tools for the detection of the most prevalent etiologic pathogens: Enterococcus faecalis, Staphylococcus aureus, Staphylococcus spp., Streptococcus agalactiae, Escherichia coli, Pseudomonas aeruginosa, Klebsiella spp. and Serratia marcescens. The PCR assays showed 100% specificity, full coverage of the target pathogens and a limit of detection (LOD) of ≤10CFUeq./reaction. These LOD values were maintained in the multiplex format or when bacterial DNA was isolated from blood. Clinical evaluation showed high concordance between the multiplex PCR and blood culture. In conclusion, we developed a multiplex PCR that allows the direct detection of the most important bacterial pathogens causing LOS in preterm infants.
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Affiliation(s)
- Marre van den Brand
- Department of Medical Microbiology and Infection Control, VU University Medical Center, De Boelelaan 1118, 1081HZ Amsterdam, The Netherlands.
| | - Remco P H Peters
- Department of Medical Microbiology, Maastricht University Medical Centre, P. Debyelaan 25, 6229HX Maastricht, The Netherlands.
| | - Arnold Catsburg
- Microbiome, Troubadoursborgh 59, 3992BE Houten, The Netherlands.
| | - Anna Rubenjan
- Department of Medical Microbiology and Infection Control, VU University Medical Center, De Boelelaan 1118, 1081HZ Amsterdam, The Netherlands.
| | - Ferdi J Broeke
- Department of Medical Microbiology and Infection Control, VU University Medical Center, De Boelelaan 1118, 1081HZ Amsterdam, The Netherlands.
| | - Frank A M van den Dungen
- Department of Pediatrics, VU University Medical Center, De Boelelaan 1118, 1081HZ Amsterdam, The Netherlands.
| | - Mirjam M van Weissenbruch
- Department of Pediatrics, VU University Medical Center, De Boelelaan 1118, 1081HZ Amsterdam, The Netherlands.
| | - A Marceline van Furth
- Department of Pediatrics, VU University Medical Center, De Boelelaan 1118, 1081HZ Amsterdam, The Netherlands.
| | - Triinu Kõressaar
- Department of Bioinformatics, University of Tartu, Ülikooli 18, 50090 Tartu, Estonia.
| | - Maido Remm
- Department of Bioinformatics, University of Tartu, Ülikooli 18, 50090 Tartu, Estonia.
| | - Paul H M Savelkoul
- Department of Medical Microbiology and Infection Control, VU University Medical Center, De Boelelaan 1118, 1081HZ Amsterdam, The Netherlands; Department of Medical Microbiology, Maastricht University Medical Centre, P. Debyelaan 25, 6229HX Maastricht, The Netherlands; Microbiome, Troubadoursborgh 59, 3992BE Houten, The Netherlands.
| | - Martine P Bos
- Microbiome, Troubadoursborgh 59, 3992BE Houten, The Netherlands.
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Blaschke AJ, Heyrend C, Byington CL, Fisher MA, Barker E, Garrone NF, Thatcher SA, Pavia AT, Barney T, Alger GD, Daly JA, Ririe KM, Ota I, Poritz MA. Rapid identification of pathogens from positive blood cultures by multiplex polymerase chain reaction using the FilmArray system. Diagn Microbiol Infect Dis 2012; 74:349-55. [PMID: 22999332 DOI: 10.1016/j.diagmicrobio.2012.08.013] [Citation(s) in RCA: 149] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2012] [Revised: 07/21/2012] [Accepted: 08/20/2012] [Indexed: 01/09/2023]
Abstract
Sepsis is a leading cause of death. Rapid and accurate identification of pathogens and antimicrobial resistance directly from blood culture could improve patient outcomes. The FilmArray® (FA; Idaho Technology, Salt Lake City, UT, USA) Blood Culture (BC) panel can identify >25 pathogens and 4 antibiotic resistance genes from positive blood cultures in 1 h. We compared a development version of the panel to conventional culture and susceptibility testing on 102 archived blood cultures from adults and children with bacteremia. Of 109 pathogens identified by culture, 95% were identified by FA. Among 111 prospectively collected blood cultures, the FA identified 84 (91%) of 92 pathogens covered by the panel. Among 25 Staphylococcus aureus and 21 Enterococcus species detected, FA identified all culture-proven methicillin-resistant S. aureus and vancomycin-resistant enterococci. The FA BC panel is an accurate method for the rapid identification of pathogens and resistance genes from blood culture.
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Affiliation(s)
- Anne J Blaschke
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA.
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High-resolution melting molecular signatures for rapid identification of human papillomavirus genotypes. PLoS One 2012; 7:e42051. [PMID: 22916117 PMCID: PMC3423390 DOI: 10.1371/journal.pone.0042051] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2011] [Accepted: 07/02/2012] [Indexed: 11/21/2022] Open
Abstract
Background Genotyping of human papillomarvirus (HPV) is crucial for patient management in a clinical setting. This study accesses the combined use of broad-range real-time PCR and high-resolution melting (HRM) analysis for rapid identification of HPV genotypes. Methods Genomic DNA sequences of 8 high-risk genotypes (HPV16/18/39/45/52/56/58/68) were subject to bioinformatic analysis to select for appropriate PCR amplicon. Asymmetric broad-range real-time PCR in the presence of HRM dye and two unlabeled probes specific to HPV16 and 18 was employed to generate HRM molecular signatures for HPV genotyping. The method was validated via assessment of 119 clinical HPV isolates. Results A DNA fragment within the L1 region was selected as the PCR amplicon ranging from 215–221 bp for different HPV genotypes. Each genotype displayed a distinct HRM molecular signature with minimal inter-assay variability. According to the HRM molecular signatures, HPV genotypes can be determined with one PCR within 3 h from the time of viral DNA isolation. In the validation assay, a 91% accuracy rate was achieved when the genotypes were in the database. Concomitantly, the HRM molecular signatures for additional 6 low-risk genotypes were established. Conclusions This assay provides a novel approach for HPV genotyping in a rapid and cost-effective manner.
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Sibley CD, Peirano G, Church DL. Molecular methods for pathogen and microbial community detection and characterization: current and potential application in diagnostic microbiology. INFECTION GENETICS AND EVOLUTION 2012; 12:505-21. [PMID: 22342514 PMCID: PMC7106020 DOI: 10.1016/j.meegid.2012.01.011] [Citation(s) in RCA: 105] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/10/2011] [Revised: 01/10/2012] [Accepted: 01/12/2012] [Indexed: 12/25/2022]
Abstract
Clinical microbiology laboratories worldwide have historically relied on phenotypic methods (i.e., culture and biochemical tests) for detection, identification and characterization of virulence traits (e.g., antibiotic resistance genes, toxins) of human pathogens. However, limitations to implementation of molecular methods for human infectious diseases testing are being rapidly overcome allowing for the clinical evaluation and implementation of diverse technologies with expanding diagnostic capabilities. The advantages and limitation of molecular techniques including real-time polymerase chain reaction, partial or whole genome sequencing, molecular typing, microarrays, broad-range PCR and multiplexing will be discussed. Finally, terminal restriction fragment length polymorphism (T-RFLP) and deep sequencing are introduced as technologies at the clinical interface with the potential to dramatically enhance our ability to diagnose infectious diseases and better define the epidemiology and microbial ecology of a wide range of complex infections.
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Affiliation(s)
- Christopher D. Sibley
- Department of Microbiology, Immunology & Infectious Diseases, Faculty of Medicine, University of Calgary, Calgary, Alta, Canada
| | - Gisele Peirano
- Division of Microbiology, Calgary Laboratory Services, Calgary, Alta, Canada
| | - Deirdre L. Church
- Department of Pathology & Laboratory Medicine, Faculty of Medicine, University of Calgary, Calgary, Alta, Canada
- Department of Medicine, Faculty of Medicine, University of Calgary, Calgary, Alta, Canada
- Division of Microbiology, Calgary Laboratory Services, Calgary, Alta, Canada
- Corresponding author. Address: c/o Calgary Laboratory Services, 9-3535 Research Rd. N.W., Calgary, Alta, Canada T2L 2K8. Tel.: +1 403 770 3281; fax: +1 403 770 3347.
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Combined molecular gram typing and high-resolution melting analysis for rapid identification of a syndromic panel of bacteria responsible for sepsis-associated bloodstream infection. J Mol Diagn 2012; 14:176-84. [PMID: 22269179 DOI: 10.1016/j.jmoldx.2011.12.004] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2011] [Revised: 12/15/2011] [Accepted: 12/23/2011] [Indexed: 11/23/2022] Open
Abstract
Effective diagnosis and treatment of bloodstream infections are often hampered by a lack of time-critical information from blood cultures. Molecular techniques aimed at the detection of circulating pathogen DNA have the potential to dramatically improve the timeliness of infection diagnosis. Our aim in this study was to establish a rapid, low-cost PCR approach using high-resolution melting analysis to identify a syndromic panel of 21 pathogens responsible for most bloodstream bacterial infections encountered in critical care environments. A broad-range, real-time PCR technique that combines primers for molecular Gram classification and high-resolution melting analysis in a single run was established. The differentiation of bacterial species was achieved using a multiparameter, decision-tree approach that was based on Gram type, grouping according to melting temperature, and sequential comparisons of melting profiles against multiple reference organisms. A preliminary validation study was undertaken by blinded analysis of 53 consecutive bloodstream isolates from a clinical microbiology laboratory. Fifty isolates contained organisms that were present in the panel, and 96% of these were identified correctly at the genus or species level. A correct Gram classification was reported for all 53 isolates. This technique shows promise as a cost-effective tool for the timely identification of bloodstream pathogens, allowing clinicians to make informed decisions on appropriate antibiotic therapies at an earlier stage.
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