51
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Kim M, Wu L, Kim B, Hung DT, Han J. Continuous and High-Throughput Electromechanical Lysis of Bacterial Pathogens Using Ion Concentration Polarization. Anal Chem 2018; 90:872-880. [PMID: 29193960 PMCID: PMC6784835 DOI: 10.1021/acs.analchem.7b03746] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Electrical lysis of mammalian cells has been a preferred method in microfluidic platforms because of its simple implementation and rapid recovery of lysates without additional reagents. However, bacterial lysis typically requires at least a 10-fold higher electric field (∼10 kV/cm), resulting in various technical difficulties. Here, we present a novel, low-field-enabled electromechanical lysis mechanism of bacterial cells using electroconvective vortices near ion selective materials. The vortex-assisted lysis only requires a field strength of ∼100 V/cm, yet it efficiently recovers proteins and nucleic acids from a variety of pathogenic bacteria and operates in a continuous and ultrahigh-throughput (>1 mL/min) manner. Therefore, we believe that the electromechanical lysis will not only facilitate microfluidic bacterial sensing and analysis but also various high-volume applications such as the energy-efficient recovery of valuable metabolites in biorefinery pharmaceutical industries and the disinfection of large-volume fluid for the water and food industries.
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Affiliation(s)
- Minseok Kim
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Lidan Wu
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Bumjoo Kim
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Deborah T. Hung
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Department of Molecular Biology and Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Microbiology and Immunology, Harvard Medical School, Boston, MA 02115, USA
| | - Jongyoon Han
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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52
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Diagnosis and typing of influenza using fluorescent barcoded probes. Sci Rep 2017; 7:18092. [PMID: 29273754 PMCID: PMC5741751 DOI: 10.1038/s41598-017-18333-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Accepted: 12/08/2017] [Indexed: 11/25/2022] Open
Abstract
In this work, we explore a new hybridization technology using barcoded probes which has large-scale multiplexing capability. We used influenza virus to test whether the technology has application in virus diagnostics. Typing of influenza virus strains is an important aspect of global health surveillance. Standard typing procedures use serological or amplification-based assays performed sequentially. By comparison, the hybridization technology was correctly able to detect, type and subtype influenza A and B virus strains directly from clinical samples in a single reaction without prior virus isolation or amplification. Whilst currently not as sensitive as amplification-based assays, these results are a first-step towards application of this technology to the detection and typing of influenza and other viruses.
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53
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Toh DFK, Patil KM, Chen G. Sequence-specific and Selective Recognition of Double-stranded RNAs over Single-stranded RNAs by Chemically Modified Peptide Nucleic Acids. J Vis Exp 2017:56221. [PMID: 28994801 PMCID: PMC5752312 DOI: 10.3791/56221] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
RNAs are emerging as important biomarkers and therapeutic targets. Thus, there is great potential in developing chemical probes and therapeutic ligands for the recognition of RNA sequence and structure. Chemically modified Peptide Nucleic Acid (PNA) oligomers have been recently developed that can recognize RNA duplexes in a sequence-specific manner. PNAs are chemically stable with a neutral peptide-like backbone. PNAs can be synthesized relatively easily by the manual Boc-chemistry solid-phase peptide synthesis method. PNAs are purified by reverse-phase HPLC, followed by molecular weight characterization by matrix-assisted laser desorption/ionization-time of flight (MALDI-TOF). Non-denaturing polyacrylamide gel electrophoresis (PAGE) technique facilitates the imaging of the triplex formation, because carefully designed free RNA duplex constructs and PNA bound triplexes often show different migration rates. Non-denaturing PAGE with ethidium bromide post staining is often an easy and informative technique for characterizing the binding affinities and specificities of PNA oligomers. Typically, multiple RNA hairpins or duplexes with single base pair mutations can be used to characterize PNA binding properties, such as binding affinities and specificities. 2-Aminopurine is an isomer of adenine (6-aminopurine); the 2-aminopurine fluorescence intensity is sensitive to local structural environment changes, and is suitable for the monitoring of triplex formation with the 2-aminopurine residue incorporated near the PNA binding site. 2-Aminopurine fluorescence titration can also be used to confirm the binding selectivity of modified PNAs towards targeted double-stranded RNAs (dsRNAs) over single-stranded RNAs (ssRNAs). UV-absorbance-detected thermal melting experiments allow the measurement of the thermal stability of PNA-RNA duplexes and PNA·RNA2 triplexes. Here, we describe the synthesis and purification of PNA oligomers incorporating modified residues, and describe biochemical and biophysical methods for characterization of the recognition of RNA duplexes by the modified PNAs.
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Affiliation(s)
- Desiree-Faye Kaixin Toh
- Division of Chemistry and Biological Chemistry, School of Physical and Mathematical Sciences, Nanyang Technological University
| | - Kiran M Patil
- Division of Chemistry and Biological Chemistry, School of Physical and Mathematical Sciences, Nanyang Technological University
| | - Gang Chen
- Division of Chemistry and Biological Chemistry, School of Physical and Mathematical Sciences, Nanyang Technological University;
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54
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Li Y, Yang X, Zhao W. Emerging Microtechnologies and Automated Systems for Rapid Bacterial Identification and Antibiotic Susceptibility Testing. SLAS Technol 2017; 22:585-608. [PMID: 28850804 DOI: 10.1177/2472630317727519] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Rapid bacterial identification (ID) and antibiotic susceptibility testing (AST) are in great demand due to the rise of drug-resistant bacteria. Conventional culture-based AST methods suffer from a long turnaround time. By necessity, physicians often have to treat patients empirically with antibiotics, which has led to an inappropriate use of antibiotics, an elevated mortality rate and healthcare costs, and antibiotic resistance. Recent advances in miniaturization and automation provide promising solutions for rapid bacterial ID/AST profiling, which will potentially make a significant impact in the clinical management of infectious diseases and antibiotic stewardship in the coming years. In this review, we summarize and analyze representative emerging micro- and nanotechnologies, as well as automated systems for bacterial ID/AST, including both phenotypic (e.g., microfluidic-based bacterial culture, and digital imaging of single cells) and molecular (e.g., multiplex PCR, hybridization probes, nanoparticles, synthetic biology tools, mass spectrometry, and sequencing technologies) methods. We also discuss representative point-of-care (POC) systems that integrate sample processing, fluid handling, and detection for rapid bacterial ID/AST. Finally, we highlight major remaining challenges and discuss potential future endeavors toward improving clinical outcomes with rapid bacterial ID/AST technologies.
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Affiliation(s)
- Yiyan Li
- 1 Sue and Bill Gross Stem Cell Research Center, University of California-Irvine, Irvine, CA, USA.,7 Department of Physics and Engineering, Fort Lewis College, Durango, Colorado, USA
| | | | - Weian Zhao
- 1 Sue and Bill Gross Stem Cell Research Center, University of California-Irvine, Irvine, CA, USA.,6 Department of Biological Chemistry, University of California-Irvine, Irvine, CA, USA
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55
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Syal K, Shen S, Yang Y, Wang S, Haydel SE, Tao N. Rapid Antibiotic Susceptibility Testing of Uropathogenic E. coli by Tracking Submicron Scale Motion of Single Bacterial Cells. ACS Sens 2017; 2:1231-1239. [PMID: 28741927 DOI: 10.1021/acssensors.7b00392] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
To combat antibiotic resistance, a rapid antibiotic susceptibility testing (AST) technology that can identify resistant infections at disease onset is required. Current clinical AST technologies take 1-3 days, which is often too slow for accurate treatment. Here we demonstrate a rapid AST method by tracking sub-μm scale bacterial motion with an optical imaging and tracking technique. We apply the method to clinically relevant bacterial pathogens, Escherichia coli O157: H7 and uropathogenic E. coli (UPEC) loosely tethered to a glass surface. By analyzing dose-dependent sub-μm motion changes in a population of bacterial cells, we obtain the minimum bactericidal concentration within 2 h using human urine samples spiked with UPEC. We validate the AST method using the standard culture-based AST methods. In addition to population studies, the method allows single cell analysis, which can identify subpopulations of resistance strains within a sample.
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Affiliation(s)
- Karan Syal
- Biodesign Center for Biosensors and
Bioelectronics, ‡School of Electrical, Computer and
Energy Engineering, §Biodesign Center for Immunotherapy, Vaccines, and Virotherapy, and ∥School of Life
Sciences, Arizona State University, Tempe, Arizona 85287, United States
| | - Simon Shen
- Biodesign Center for Biosensors and
Bioelectronics, ‡School of Electrical, Computer and
Energy Engineering, §Biodesign Center for Immunotherapy, Vaccines, and Virotherapy, and ∥School of Life
Sciences, Arizona State University, Tempe, Arizona 85287, United States
| | - Yunze Yang
- Biodesign Center for Biosensors and
Bioelectronics, ‡School of Electrical, Computer and
Energy Engineering, §Biodesign Center for Immunotherapy, Vaccines, and Virotherapy, and ∥School of Life
Sciences, Arizona State University, Tempe, Arizona 85287, United States
| | - Shaopeng Wang
- Biodesign Center for Biosensors and
Bioelectronics, ‡School of Electrical, Computer and
Energy Engineering, §Biodesign Center for Immunotherapy, Vaccines, and Virotherapy, and ∥School of Life
Sciences, Arizona State University, Tempe, Arizona 85287, United States
| | - Shelley E. Haydel
- Biodesign Center for Biosensors and
Bioelectronics, ‡School of Electrical, Computer and
Energy Engineering, §Biodesign Center for Immunotherapy, Vaccines, and Virotherapy, and ∥School of Life
Sciences, Arizona State University, Tempe, Arizona 85287, United States
| | - Nongjian Tao
- Biodesign Center for Biosensors and
Bioelectronics, ‡School of Electrical, Computer and
Energy Engineering, §Biodesign Center for Immunotherapy, Vaccines, and Virotherapy, and ∥School of Life
Sciences, Arizona State University, Tempe, Arizona 85287, United States
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56
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Andrade DC, Borges IC, Bouzas ML, Oliveira JR, Fukutani KF, Queiroz AT, de Oliveira CI, Barral A, Van Weyenbergh J, Nascimento-Carvalho C. 10-valent pneumococcal conjugate vaccine (PCV10) decreases metabolic activity but not nasopharyngeal carriage of Streptococcus pneumoniae and Haemophilus influenzae. Vaccine 2017; 35:4105-4111. [DOI: 10.1016/j.vaccine.2017.06.048] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2017] [Revised: 06/09/2017] [Accepted: 06/19/2017] [Indexed: 01/30/2023]
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57
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Dunne Jr WM, Jaillard M, Rochas O, Van Belkum A. Microbial genomics and antimicrobial susceptibility testing. Expert Rev Mol Diagn 2017; 17:257-269. [DOI: 10.1080/14737159.2017.1283220] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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58
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Brennecke J, Kraut S, Zwadlo K, Gandi SK, Pritchard D, Templeton K, Bachmann T. High-yield extraction of Escherichia coli RNA from human whole blood. J Med Microbiol 2017; 66:301-311. [PMID: 28126043 DOI: 10.1099/jmm.0.000439] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
PURPOSE Studies of bacterial transcriptomics during bloodstream infections are limited to-date because unbiased extraction of bacterial mRNA from whole blood in sufficient quantity and quality has proved challenging. Problems include the high excess of human cells, the presence of PCR inhibitors and the short intrinsic half-life of bacterial mRNA. This study aims to provide a framework for the choice of the most suitable sample preparation method. METHODOLOGY Escherichia coli cells were spiked into human whole blood and the bacterial gene expression was stabilized with RNAprotect either immediately or after lysis of the red blood cells with Triton X-100, saponin, ammonium chloride or the commercial MolYsis buffer CM. RNA yield, purity and integrity were assessed by absorbance measurements at 260 and 280 nm, real-time PCR and capillary electrophoresis. RESULTS For low cell numbers, the best mRNA yields were obtained by adding the commercial RNAprotect reagent directly to the sample without prior lyses of the human blood cells. Using this protocol, significant amounts of human RNA were co-purified, however, this had a beneficial impact on the yields of bacterial mRNA. Among the tested lysis agents, Triton X-100 was the most effective and reduced the human RNA background by three to four orders of magnitude. CONCLUSION For most applications, lysis of the human blood cells is not required. However, co-purified human RNA may interfere with some downstream processes such as RNA sequencing. In this case, blood cell lysis with Triton X-100 is desirable.
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Affiliation(s)
- Johannes Brennecke
- Division of Infection and Pathway Medicine, University of Edinburgh, Edinburgh, UK
| | - Simone Kraut
- Division of Infection and Pathway Medicine, University of Edinburgh, Edinburgh, UK.,AG Aus- und Weiterbildung, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
| | - Klara Zwadlo
- Division of Infection and Pathway Medicine, University of Edinburgh, Edinburgh, UK.,AG Aus- und Weiterbildung, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
| | - Senthil Kumar Gandi
- Division of Infection and Pathway Medicine, University of Edinburgh, Edinburgh, UK
| | | | | | - Till Bachmann
- Division of Infection and Pathway Medicine, University of Edinburgh, Edinburgh, UK
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59
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Schoepp NG, Khorosheva EM, Schlappi TS, Curtis MS, Humphries RM, Hindler JA, Ismagilov RF. Digital Quantification of DNA Replication and Chromosome Segregation Enables Determination of Antimicrobial Susceptibility after only 15 Minutes of Antibiotic Exposure. Angew Chem Int Ed Engl 2016; 55:9557-61. [PMID: 27357747 PMCID: PMC5215780 DOI: 10.1002/anie.201602763] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2016] [Revised: 05/05/2016] [Indexed: 01/11/2023]
Abstract
Rapid antimicrobial susceptibility testing (AST) would decrease misuse and overuse of antibiotics. The "holy grail" of AST is a phenotype-based test that can be performed within a doctor visit. Such a test requires the ability to determine a pathogen's susceptibility after only a short antibiotic exposure. Herein, digital PCR (dPCR) was employed to test whether measuring DNA replication of the target pathogen through digital single-molecule counting would shorten the required time of antibiotic exposure. Partitioning bacterial chromosomal DNA into many small volumes during dPCR enabled AST results after short exposure times by 1) precise quantification and 2) a measurement of how antibiotics affect the states of macromolecular assembly of bacterial chromosomes. This digital AST (dAST) determined susceptibility of clinical isolates from urinary tract infections (UTIs) after 15 min of exposure for all four antibiotic classes relevant to UTIs. This work lays the foundation to develop a rapid, point-of-care AST and strengthen global antibiotic stewardship.
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Affiliation(s)
- Nathan G Schoepp
- Division of Chemistry and Chemical Engineering, California Institute of Technology, 1200 E. California Blvd., Pasadena, CA, 91125, USA
| | - Eugenia M Khorosheva
- Division of Chemistry and Chemical Engineering, California Institute of Technology, 1200 E. California Blvd., Pasadena, CA, 91125, USA
| | - Travis S Schlappi
- Division of Chemistry and Chemical Engineering, California Institute of Technology, 1200 E. California Blvd., Pasadena, CA, 91125, USA
| | - Matthew S Curtis
- Division of Chemistry and Chemical Engineering, California Institute of Technology, 1200 E. California Blvd., Pasadena, CA, 91125, USA
| | - Romney M Humphries
- Pathology and Laboratory Medicine, University of California, Los Angeles, 10888 Le Conte Avenue, Brentwood Annex, Los Angeles, CA, 90095, USA
| | - Janet A Hindler
- Pathology and Laboratory Medicine, University of California, Los Angeles, 10888 Le Conte Avenue, Brentwood Annex, Los Angeles, CA, 90095, USA
| | - Rustem F Ismagilov
- Division of Chemistry and Chemical Engineering, California Institute of Technology, 1200 E. California Blvd., Pasadena, CA, 91125, USA.
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60
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Schoepp NG, Khorosheva EM, Schlappi TS, Curtis MS, Humphries RM, Hindler JA, Ismagilov RF. Digital Quantification of DNA Replication and Chromosome Segregation Enables Determination of Antimicrobial Susceptibility after only 15 Minutes of Antibiotic Exposure. Angew Chem Int Ed Engl 2016. [DOI: 10.1002/ange.201602763] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Affiliation(s)
- Nathan G. Schoepp
- Division of Chemistry and Chemical Engineering; California Institute of Technology; 1200 E. California Blvd. Pasadena CA 91125 USA
| | - Eugenia M. Khorosheva
- Division of Chemistry and Chemical Engineering; California Institute of Technology; 1200 E. California Blvd. Pasadena CA 91125 USA
| | - Travis S. Schlappi
- Division of Chemistry and Chemical Engineering; California Institute of Technology; 1200 E. California Blvd. Pasadena CA 91125 USA
| | - Matthew S. Curtis
- Division of Chemistry and Chemical Engineering; California Institute of Technology; 1200 E. California Blvd. Pasadena CA 91125 USA
| | - Romney M. Humphries
- Pathology and Laboratory Medicine; University of California, Los Angeles; 10888 Le Conte Avenue, Brentwood Annex Los Angeles CA 90095 USA
| | - Janet A. Hindler
- Pathology and Laboratory Medicine; University of California, Los Angeles; 10888 Le Conte Avenue, Brentwood Annex Los Angeles CA 90095 USA
| | - Rustem F. Ismagilov
- Division of Chemistry and Chemical Engineering; California Institute of Technology; 1200 E. California Blvd. Pasadena CA 91125 USA
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61
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Maxson T, Mitchell DA. Targeted Treatment for Bacterial Infections: Prospects for Pathogen-Specific Antibiotics Coupled with Rapid Diagnostics. Tetrahedron 2016; 72:3609-3624. [PMID: 27429480 PMCID: PMC4941824 DOI: 10.1016/j.tet.2015.09.069] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Antibiotics are a cornerstone of modern medicine and have significantly reduced the burden of infectious diseases. However, commonly used broad-spectrum antibiotics can cause major collateral damage to the human microbiome, causing complications ranging from antibiotic-associated colitis to the rapid spread of resistance. Employing narrower spectrum antibiotics targeting specific pathogens may alleviate this predicament as well as provide additional tools to expand an antibiotic repertoire threatened by the inevitability of resistance. Improvements in clinical diagnosis will be required to effectively utilize pathogen-specific antibiotics and new molecular diagnostics are poised to fulfill this need. Here we review recent trends and the future prospects of deploying narrower spectrum antibiotics coupled with rapid diagnostics. Further, we discuss the theoretical advantages and limitations of this emerging approach to controlling bacterial infectious diseases.
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Affiliation(s)
- Tucker Maxson
- Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Douglas A. Mitchell
- Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
- Department of Microbiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
- Carle R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
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62
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Isothermal RNA detection through the formation of DNA concatemers containing HRP-mimicking DNAzymes on the surface of gold nanoparticles. Biosens Bioelectron 2016; 80:67-73. [DOI: 10.1016/j.bios.2016.01.047] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2015] [Revised: 01/16/2016] [Accepted: 01/18/2016] [Indexed: 12/21/2022]
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63
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Steinberger-Levy I, Shifman O, Zvi A, Ariel N, Beth-Din A, Israeli O, Gur D, Aftalion M, Maoz S, Ber R. A Rapid Molecular Test for Determining Yersinia pestis Susceptibility to Ciprofloxacin by the Quantification of Differentially Expressed Marker Genes. Front Microbiol 2016; 7:763. [PMID: 27242774 PMCID: PMC4871873 DOI: 10.3389/fmicb.2016.00763] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2016] [Accepted: 05/05/2016] [Indexed: 12/22/2022] Open
Abstract
Standard antimicrobial susceptibility tests used to determine bacterial susceptibility to antibiotics are growth dependent and time consuming. The long incubation time required for standard tests may render susceptibility results irrelevant, particularly for patients infected with lethal bacteria that are slow growing on agar but progress rapidly in vivo, such as Yersinia pestis. Here, we present an alternative approach for the rapid determination of antimicrobial susceptibility, based on the quantification of the changes in the expression levels of specific marker genes following exposure to growth-inhibiting concentrations of the antibiotic, using Y. pestis and ciprofloxacin as a model. The marker genes were identified by transcriptomic DNA microarray analysis of the virulent Y. pestis Kimberley53 strain after exposure to specific concentrations of ciprofloxacin for various time periods. We identified several marker genes that were induced following exposure to growth-inhibitory concentrations of ciprofloxacin, and we confirmed the marker expression profiles at additional ciprofloxacin concentrations using quantitative RT-PCR. Eleven candidate marker transcripts were identified, of which four mRNA markers were selected for a rapid quantitative RT-PCR susceptibility test that correctly determined the Minimal Inhibitory Concentration (MIC) values and the categories of susceptibility of several Y. pestis strains and isolates harboring various ciprofloxacin MIC values. The novel molecular susceptibility test requires just 2 h of antibiotic exposure in a 7-h overall test time, in contrast to the 24 h of antibiotic exposure required for a standard microdilution test.
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Affiliation(s)
- Ida Steinberger-Levy
- Department of Biochemistry and Molecular Genetics, Israel Institute for Biological Research Ness-Ziona, Israel
| | - Ohad Shifman
- Department of Biochemistry and Molecular Genetics, Israel Institute for Biological Research Ness-Ziona, Israel
| | - Anat Zvi
- Department of Biochemistry and Molecular Genetics, Israel Institute for Biological Research Ness-Ziona, Israel
| | - Naomi Ariel
- Department of Biochemistry and Molecular Genetics, Israel Institute for Biological Research Ness-Ziona, Israel
| | - Adi Beth-Din
- Department of Biochemistry and Molecular Genetics, Israel Institute for Biological Research Ness-Ziona, Israel
| | - Ofir Israeli
- Department of Biochemistry and Molecular Genetics, Israel Institute for Biological Research Ness-Ziona, Israel
| | - David Gur
- Department of Biochemistry and Molecular Genetics, Israel Institute for Biological Research Ness-Ziona, Israel
| | - Moshe Aftalion
- Department of Biochemistry and Molecular Genetics, Israel Institute for Biological Research Ness-Ziona, Israel
| | - Sharon Maoz
- Department of Biochemistry and Molecular Genetics, Israel Institute for Biological Research Ness-Ziona, Israel
| | - Raphael Ber
- Department of Biochemistry and Molecular Genetics, Israel Institute for Biological Research Ness-Ziona, Israel
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Role of Clinicogenomics in Infectious Disease Diagnostics and Public Health Microbiology. J Clin Microbiol 2016; 54:1686-1693. [PMID: 26912755 DOI: 10.1128/jcm.02664-15] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Clinicogenomics is the exploitation of genome sequence data for diagnostic, therapeutic, and public health purposes. Central to this field is the high-throughput DNA sequencing of genomes and metagenomes. The role of clinicogenomics in infectious disease diagnostics and public health microbiology was the topic of discussion during a recent symposium (session 161) presented at the 115th general meeting of the American Society for Microbiology that was held in New Orleans, LA. What follows is a collection of the most salient and promising aspects from each presentation at the symposium.
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65
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Peripheral Blood Mononuclear Cell Gene Expression Remains Broadly Altered Years after Successful Interferon-Based Hepatitis C Virus Treatment. J Immunol Res 2015; 2015:958231. [PMID: 26568966 PMCID: PMC4629046 DOI: 10.1155/2015/958231] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2015] [Revised: 07/24/2015] [Accepted: 07/27/2015] [Indexed: 02/06/2023] Open
Abstract
Background. Inflammatory gene expression in peripheral blood mononuclear cells (PBMCs) is altered in chronic Hepatitis C Virus (HCV) infection. Duration of changes after pegylated interferon- (peg-IFN-) based HCV treatment is unclear. Methods. PBMC mRNA expression of 184 inflammatory response genes was analyzed (nCounter GX Human Inflammation Kit, Nanostring) from peg-IFN treatment nonresponders (NR, n = 18), sustained virologic responders (SVR, n = 22), and spontaneous clearers (SC, n = 15). Logistic regression was used for comparison. Results. Median time from last treatment was 2 and 2.7 years in SVR and NR, respectively (p = NS). Mean mRNA counts were significantly different for 42 and 29 genes comparing SVR to SC patients and NR to SC, respectively, and no genes comparing SVR to NR. Differential expression of 24 genes was significantly different in both SVR and NR groups compared to SC. Among these 24 acute and chronic inflammatory cascade genes, significant upregulation was noted for proinflammatory transcription regulators Fos, CEBPB, and MyD88 in SVR and NR compared to SC. HDAC4 was significantly downregulated in SVR and NR compared to the SC group. Conclusions. PBMC inflammatory gene expression patterns in SVR resemble NR more than SC patients. A generalized inflammatory response persists in PBMCs long after successful peg-IFN treatment for HCV infection.
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Thirty-minute screening of antibiotic resistance genes in bacterial isolates with minimal sample preparation in static self-dispensing 64 and 384 assay cards. Appl Microbiol Biotechnol 2015; 99:7711-22. [PMID: 26227406 PMCID: PMC4543423 DOI: 10.1007/s00253-015-6774-z] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2015] [Revised: 06/04/2015] [Accepted: 06/17/2015] [Indexed: 01/23/2023]
Abstract
In a clinical setting, molecular assays such as polymerase chain reaction offer a rapid means to infer or confirm identity and therapeutic decisions. Accordingly, a number of molecular assays targeting identity and antibiotic resistance (AR) genes have been developed; however, these methods can be technically complex and relatively expensive. Herein, we describe a diagnostic concept utilizing isothermal amplification technology with non-purified heat-lysed cells and self-dispensing cards for testing multiple primers in parallel. This proof-of-concept study, performed with Staphylococcus aureus isolates and associated AR genes, was compared with culture-based susceptibility and quantitative PCR (qPCR). Results demonstrate reduced sample processing steps resulting in a turnaround time (starting from bacterial culture to ending in the antibiotic resistance gene profile) in less than 30 min. For antibiotics tested in which an associated AR gene was targeted on the Gene-Z card, 69 % (18/26) of culture-based resistance events were positive for related AR genes. A comparison of loop-mediated isothermal amplification (LAMP) and qPCR assays targeting the same antibiotic resistance genes showed a 98.2 % agreement in terms of presence and absence calls. Identity-based discrepancies between conventional (phenotypic) and molecular (genotypic) results were further resolved, and we were able to demonstrate higher accuracy in identification with the molecular analysis.
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67
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Fukutani KF, Nascimento-Carvalho CM, Van der Gucht W, Wollants E, Khouri R, Dierckx T, Van Ranst M, Houspie L, Bouzas ML, Oliveira JR, Barral A, Van Weyenbergh J, de Oliveira CI. Pathogen transcriptional profile in nasopharyngeal aspirates of children with acute respiratory tract infection. J Clin Virol 2015. [PMID: 26209405 PMCID: PMC7106536 DOI: 10.1016/j.jcv.2015.06.005] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
nCounter enables detection of pathogen transcripts in NPA with low RNA input. nCounter detects, in a single reaction, the presence of multiple pathogens in NPA. nCounter displayed a good agreement with Real-Time PCR for RSV.
Background Acute respiratory tract infections (ARI) present a significant morbidity and pose a global health burden. Patients are frequently treated with antibiotics although ARI are most commonly caused by virus, strengthening the need for improved diagnostic methods. Objectives Detect viral and bacterial RNA in nasopharyngeal aspirates (NPA) from children aged 6–23 months with ARI using nCounter. Study design A custom-designed nCounter probeset containing viral and bacterial targets was tested in NPA of ARI patients. Results Initially, spiked control viral RNAs were detectable in ≥6.25 ng input RNA, indicating absence of inhibitors in NPA. nCounter applied to a larger NPA sample (n = 61) enabled the multiplex detection of different pathogens: RNA viruses Parainfluenza virus (PIV 1–3) and RSV A-B in 21%, Human metapneumovirus (hMPV) in 5%, Bocavirus (BoV), CoV, Influenza virus (IV) A in 3% and, Rhinovirus (RV) in 2% of samples, respectively. RSV A-B was confirmed by Real Time PCR (86.2–96.9% agreement). DNA virus (AV) was detected at RNA level, reflecting viral replication, in 10% of samples. Bacterial transcripts from Staphylococcus aureus, Haemophilus influenzae, Streptococcus pneumoniae, Moraxella catarrhalis, Mycoplasma pneumoniae and Chlamydophila pneumoniae were detected in 77, 69, 26, 8, 3 and 2% of samples, respectively. Conclusion nCounter is robust and sensitive for the simultaneous detection of viral (both RNA and DNA) and bacterial transcripts in NPA with low RNA input (<10 ng). This medium-throughput technique will increase our understanding of ARI pathogenesis and may provide an evidence-based approach for the targeted and rational use of antibiotics in pediatric ARI.
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Affiliation(s)
- Kiyoshi F Fukutani
- Centro de Pesquisas Gonçalo Moniz (CPqGM)-FIOCRUZ, Salvador, BA, Brazil; Post-Graduation Program in Health Sciences, Federal University of Bahia School of Medicine, Salvador, Brazil
| | - Cristiana M Nascimento-Carvalho
- Post-Graduation Program in Health Sciences, Federal University of Bahia School of Medicine, Salvador, Brazil; Department of Pediatrics, School of Medicine, Federal University of Bahia, Salvador, BA, Brazil
| | - Winke Van der Gucht
- Department of Microbiology and Immunology, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Elke Wollants
- Department of Microbiology and Immunology, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Ricardo Khouri
- Centro de Pesquisas Gonçalo Moniz (CPqGM)-FIOCRUZ, Salvador, BA, Brazil; Post-Graduation Program in Health Sciences, Federal University of Bahia School of Medicine, Salvador, Brazil
| | - Tim Dierckx
- Department of Microbiology and Immunology, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Marc Van Ranst
- Department of Microbiology and Immunology, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Lieselot Houspie
- Department of Microbiology and Immunology, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Maiara L Bouzas
- Post-Graduation Program in Health Sciences, Federal University of Bahia School of Medicine, Salvador, Brazil
| | - Juliana R Oliveira
- Post-Graduation Program in Health Sciences, Federal University of Bahia School of Medicine, Salvador, Brazil
| | - Aldina Barral
- Centro de Pesquisas Gonçalo Moniz (CPqGM)-FIOCRUZ, Salvador, BA, Brazil; Post-Graduation Program in Health Sciences, Federal University of Bahia School of Medicine, Salvador, Brazil; Department of Pathology, School of Medicine, Federal University of Bahia, Salvador, BA, Brazil; Instituto de Investigação em Imunologia, São Paulo, SP, Brazil
| | - Johan Van Weyenbergh
- Department of Microbiology and Immunology, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Camila I de Oliveira
- Centro de Pesquisas Gonçalo Moniz (CPqGM)-FIOCRUZ, Salvador, BA, Brazil; Post-Graduation Program in Health Sciences, Federal University of Bahia School of Medicine, Salvador, Brazil; Instituto de Investigação em Imunologia, São Paulo, SP, Brazil.
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68
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Hou HW, Bhattacharyya RP, Hung DT, Han J. Direct detection and drug-resistance profiling of bacteremias using inertial microfluidics. LAB ON A CHIP 2015; 15:2297-307. [PMID: 25882432 PMCID: PMC4437799 DOI: 10.1039/c5lc00311c] [Citation(s) in RCA: 98] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Detection of bacteria in bloodstream infections and their antibiotic susceptibility patterns is critical to guide therapeutic decision-making for optimal patient care. Current culture-based assays are too slow (>48 h), leading to excessive up-front use of broad-spectrum antibiotics and/or incorrect antibiotic choices due to resistant bacteria, each with deleterious consequences for patient care and public health. To approach this problem, we describe a method to rapidly isolate bacteria from whole blood using inertial microfluidics and directly determine pathogen identity and antibiotic susceptibility with hybridization-based RNA detection. Using the principle of Dean flow fractionation, bacteria are separated from host blood cells in a label-free separation method with efficient recovery of even low abundance bacteria. Ribosomal RNA detection can then be applied for direct identification of low abundance pathogens (~100 per mL) from blood without culturing or enzymatic amplification. Messenger RNA detection of antibiotic-responsive transcripts after brief drug exposure permits rapid susceptibility determination from bacteria with minimal culturing (~10(5) per mL). This unique coupling of microfluidic cell separation with RNA-based molecular detection techniques represents significant progress towards faster diagnostics (~8 hours) to guide antibiotic therapy.
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Affiliation(s)
- Han Wei Hou
- Department of Electrical Engineering & Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Roby P. Bhattacharyya
- The Broad Institute, Cambridge, MA 02142, USA
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Deborah T. Hung
- The Broad Institute, Cambridge, MA 02142, USA
- Department of Molecular Biology and Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Microbiology and Immunology, Harvard Medical School, Boston, MA 02115, USA
- To whom correspondence may be addressed: Jongyoon Han (), Deborah T. Hung ()
| | - Jongyoon Han
- Department of Electrical Engineering & Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- To whom correspondence may be addressed: Jongyoon Han (), Deborah T. Hung ()
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69
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Shishkin AA, Giannoukos G, Kucukural A, Ciulla D, Busby M, Surka C, Chen J, Bhattacharyya RP, Rudy RF, Patel MM, Novod N, Hung DT, Gnirke A, Garber M, Guttman M, Livny J. Simultaneous generation of many RNA-seq libraries in a single reaction. Nat Methods 2015; 12:323-5. [PMID: 25730492 DOI: 10.1038/nmeth.3313] [Citation(s) in RCA: 204] [Impact Index Per Article: 20.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2014] [Accepted: 02/08/2015] [Indexed: 11/09/2022]
Abstract
Although RNA-seq is a powerful tool, the considerable time and cost associated with library construction has limited its utilization for various applications. RNAtag-Seq, an approach to generate multiple RNA-seq libraries in a single reaction, lowers time and cost per sample, and it produces data on prokaryotic and eukaryotic samples that are comparable to those generated by traditional strand-specific RNA-seq approaches.
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Affiliation(s)
- Alexander A Shishkin
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, USA
| | | | - Alper Kucukural
- Bioinformatics Core, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Dawn Ciulla
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Michele Busby
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Christine Surka
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, USA
| | - Jenny Chen
- 1] Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA. [2] Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | | | - Robert F Rudy
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Milesh M Patel
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Nathaniel Novod
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Deborah T Hung
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Andreas Gnirke
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Manuel Garber
- 1] Bioinformatics Core, University of Massachusetts Medical School, Worcester, Massachusetts, USA. [2] Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Mitchell Guttman
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, USA
| | - Jonathan Livny
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
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Vernet G, Mary C, Altmann DM, Doumbo O, Morpeth S, Bhutta ZA, Klugman KP. Surveillance for antimicrobial drug resistance in under-resourced countries. Emerg Infect Dis 2015; 20:434-41. [PMID: 24564906 PMCID: PMC3944851 DOI: 10.3201/eid2003.121157] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
TOC summary: New programs can be improved by drawing on lessons from previous successful efforts. Antimicrobial drug resistance is usually not monitored in under-resourced countries because they lack surveillance networks, laboratory capacity, and appropriate diagnostics. This accelerating problem accounts for substantial number of excess deaths, especially among infants. Infections particularly affected by antimicrobial drug resistance include tuberculosis, malaria, severe acute respiratory infections, and sepsis caused by gram-negative bacteria. Nonetheless, mapping antimicrobial drug resistance is feasible in under-resourced countries, and lessons can be learned from previous successful efforts. Specimen shipping conditions, data standardization, absence of contamination, and adequate diagnostics must be ensured. As a first step toward solving this problem, we propose that a road map be created at the international level to strengthen antimicrobial resistance surveillance in under-resourced countries. This effort should include a research agenda; a map of existing networks and recommendations to unite them; and a communication plan for national, regional, and international organizations and funding agencies.
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71
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Huang TH, Ning X, Wang X, Murthy N, Tzeng YL, Dickson RM. Rapid cytometric antibiotic susceptibility testing utilizing adaptive multidimensional statistical metrics. Anal Chem 2015; 87:1941-9. [PMID: 25540985 PMCID: PMC4317060 DOI: 10.1021/ac504241x] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
![]()
Flow cytometry holds promise to accelerate
antibiotic susceptibility
determinations; however, without robust multidimensional statistical
analysis, general discrimination criteria have remained elusive. In
this study, a new statistical method, probability binning signature
quadratic form (PB-sQF), was developed and applied to analyze flow
cytometric data of bacterial responses to antibiotic exposure. Both
sensitive lab strains (Escherichia coli and Pseudomonas aeruginosa) and a multidrug resistant, clinically
isolated strain (E. coli) were incubated with the
bacteria-targeted dye, maltohexaose-conjugated IR786, and each of
many bactericidal or bacteriostatic antibiotics to identify changes
induced around corresponding minimum inhibition concentrations (MIC).
The antibiotic-induced damages were monitored by flow cytometry after
1-h incubation through forward scatter, side scatter, and fluorescence
channels. The 3-dimensional differences between the flow cytometric
data of the no-antibiotic treated bacteria and the antibiotic-treated
bacteria were characterized by PB-sQF into a 1-dimensional linear
distance. A 99% confidence level was established by statistical bootstrapping
for each antibiotic-bacteria pair. For the susceptible E.
coli strain, statistically significant increments from this
99% confidence level were observed from 1/16x MIC to 1x MIC for all
the antibiotics. The same increments were recorded for P.
aeruginosa, which has been reported to cause difficulty in
flow-based viability tests. For the multidrug resistant E.
coli, significant distances from control samples were observed
only when an effective antibiotic treatment was utilized. Our results
suggest that a rapid and robust antimicrobial susceptibility test
(AST) can be constructed by statistically characterizing the differences
between sample and control flow cytometric populations, even in a
label-free scheme with scattered light alone. These distances vs paired
controls coupled with rigorous statistical confidence limits offer
a new path toward investigating initial biological responses, screening
for drugs, and shortening time to result in antimicrobial sensitivity
testing.
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Affiliation(s)
- Tzu-Hsueh Huang
- School of Chemistry & Biochemistry, Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology , Atlanta, Georgia 30305-0400, United States
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72
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Van Tyne D, Tan Y, Daily JP, Kamiza S, Seydel K, Taylor T, Mesirov JP, Wirth DF, Milner DA. Plasmodium falciparum gene expression measured directly from tissue during human infection. Genome Med 2014; 6:110. [PMID: 25520756 PMCID: PMC4269068 DOI: 10.1186/s13073-014-0110-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2014] [Accepted: 11/14/2014] [Indexed: 02/08/2023] Open
Abstract
Background During the latter half of the natural 48-h intraerythrocytic life cycle of human Plasmodium falciparum infection, parasites sequester deep in endothelium of tissues, away from the spleen and inaccessible to peripheral blood. These late-stage parasites may cause tissue damage and likely contribute to clinical disease, and a more complete understanding of their biology is needed. Because these life cycle stages are not easily sampled due to deep tissue sequestration, measuring in vivo gene expression of parasites in the trophozoite and schizont stages has been a challenge. Methods We developed a custom nCounter® gene expression platform and used this platform to measure malaria parasite gene expression profiles in vitro and in vivo. We also used imputation to generate global transcriptional profiles and assessed differential gene expression between parasites growing in vitro and those recovered from malaria-infected patient tissues collected at autopsy. Results We demonstrate, for the first time, global transcriptional expression profiles from in vivo malaria parasites sequestered in human tissues. We found that parasite physiology can be correlated with in vitro data from an existing life cycle data set, and that parasites in sequestered tissues show an expected schizont-like transcriptional profile, which is conserved across tissues from the same patient. Imputation based on 60 landmark genes generated global transcriptional profiles that were highly correlated with genome-wide expression patterns from the same samples measured by microarray. Finally, differential expression revealed a limited set of in vivo upregulated transcripts, which may indicate unique parasite genes involved in human clinical infections. Conclusions Our study highlights the utility of a custom nCounter® P. falciparum probe set, validation of imputation within Plasmodium species, and documentation of in vivo schizont-stage expression patterns from human tissues. Electronic supplementary material The online version of this article (doi:10.1186/s13073-014-0110-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Daria Van Tyne
- Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, MA USA
| | - Yan Tan
- Broad Institute, Cambridge, MA USA ; Graduate Program in Bioinformatics, Boston University, Boston, MA USA
| | | | - Steve Kamiza
- University of Malawi College of Medicine, Blantyre, Malawi
| | - Karl Seydel
- Michigan State University, College of Osteopathic Medicine, East Lansing, MI USA ; The Blantyre Malaria Project, Blantyre, Malawi
| | - Terrie Taylor
- Michigan State University, College of Osteopathic Medicine, East Lansing, MI USA ; The Blantyre Malaria Project, Blantyre, Malawi
| | | | - Dyann F Wirth
- Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, MA USA ; Broad Institute, Cambridge, MA USA
| | - Danny A Milner
- Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, MA USA ; Broad Institute, Cambridge, MA USA ; University of Malawi College of Medicine, Blantyre, Malawi ; The Blantyre Malaria Project, Blantyre, Malawi ; Brigham and Women's Hospital, Boston, MA USA
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73
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Optimization of a nucleic acid-based reporter system to detect Mycobacterium tuberculosis antibiotic sensitivity. Antimicrob Agents Chemother 2014; 59:407-13. [PMID: 25367910 DOI: 10.1128/aac.03135-14] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We previously reported the development of a prototype antibiotic sensitivity assay to detect drug-resistant Mycobacterium tuberculosis using infection by mycobacteriophage to create a novel nucleic acid transcript, a surrogate marker of mycobacterial viability, detected by reverse transcriptase PCR (M. C. Mulvey et al., mBio 3: e00312-11, 2012). This assay detects antibiotic resistance to all drugs, even drugs for which the resistance mechanism is unknown or complex: it is a phenotypic readout using nucleic acid detection. In this report, we describe development and characteristics of an optimized reporter system that directed expression of the RNA cyclase ribozyme, which generated circular RNA through an intramolecular splicing reaction and led to accumulation of a new nucleic acid sequence in phage-infected bacteria. These modifications simplified the assay, increased the limit of detection from 10(4) to <10(2) M. tuberculosis cells, and correctly identified the susceptibility profile of M. tuberculosis strains exposed for 16 h to either first-line or second-line antitubercular drugs. In addition to phenotypic drug resistance or susceptibility, the assay reported streptomycin MICs and clearly detected 10% drug-resistant cells in an otherwise drug-susceptible population.
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74
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Lee A, Khiabanian H, Kugelman J, Elliott O, Nagle E, Yu GY, Warren T, Palacios G, Rabadan R. Transcriptome reconstruction and annotation of cynomolgus and African green monkey. BMC Genomics 2014; 15:846. [PMID: 25277458 PMCID: PMC4194418 DOI: 10.1186/1471-2164-15-846] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2014] [Accepted: 09/25/2014] [Indexed: 11/10/2022] Open
Abstract
Background Non-human primates (NHPs) and humans share major biological mechanisms, functions, and responses due to their close evolutionary relationship and, as such, provide ideal animal models to study human diseases. RNA expression in NHPs provides specific signatures that are informative of disease mechanisms and therapeutic modes of action. Unlike the human transcriptome, the transcriptomes of major NHP animal models are yet to be comprehensively annotated. Results In this manuscript, employing deep RNA sequencing of seven tissue samples, we characterize the transcriptomes of two commonly used NHP animal models: Cynomolgus macaque (Macaca fascicularis) and African green monkey (Chlorocebus aethiops). We present the Multi-Species Annotation (MSA) pipeline that leverages well-annotated primate species and annotates 99.8% of reconstructed transcripts. We elucidate tissue-specific expression profiles and report 13 experimentally validated novel transcripts in these NHP animal models. Conclusion We report comprehensively annotated transcriptomes of two non-human primates, which we have made publically available on a customized UCSC Genome Browser interface. The MSA pipeline is also freely available. Electronic supplementary material The online version of this article (doi:10.1186/1471-2164-15-846) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Raul Rabadan
- Department of Biomedical Informatics, Columbia University College of Physicians and Surgeons, New York, New York, NY 10032, USA.
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Huang L, Hu X, Zhou M, Yang Y, Qiao J, Wang D, Yu J, Cui Z, Zhang Z, Zhang XE, Wei H. Rapid detection of New Delhi metallo-β-lactamase gene and variants coding for carbapenemases with different activities by use of a PCR-based in vitro protein expression method. J Clin Microbiol 2014; 52:1947-53. [PMID: 24671780 PMCID: PMC4042754 DOI: 10.1128/jcm.03363-13] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2013] [Accepted: 03/19/2014] [Indexed: 11/20/2022] Open
Abstract
New Delhi metallo-β-lactamase (NDM)-producing bacteria are considered potential global health threats. It is necessary to monitor NDM-1 and its variants in clinical isolates in order to understand the NDM-1 epidemic and the impact of its variants on β-lactam resistance. To reduce the lengthy time needed for cloning and expression of NDM-1 variants, a novel PCR-based in vitro protein expression (PCR-P) method was used to detect blaNDM-1 and its variants coding for carbapenemases with different activities (functional variants). The PCR-P method combined a long-fragment real-time quantitative PCR (LF-qPCR) with in vitro cell-free expression to convert the blaNDM-1 amplicons into NDM for carbapenemase assay. The method could screen for blaNDM-1 within 3 h with a detection limit of 5 copies and identify functional variants within 1 day. Using the PCR-P to analyze 5 recent blaNDM-1 variants, 2 functional variants, blaNDM-4 and blaNDM-5, were revealed. In the initial testing of 23 clinical isolates, the PCR-P assay correctly found 8 isolates containing blaNDM-1. This novel method provides the first integrated approach for rapidly detecting the full-length blaNDM-1 and revealing its functional variants in clinical isolates.
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Affiliation(s)
- Li Huang
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, China University of Chinese Academy of Sciences, Beijing, China
| | - Xiumei Hu
- Clinical Laboratory Department, Guangzhou First Municipal People's Hospital, Affiliated Hospital of Guangzhou Medical College, Guangzhou, China Southern Medical University, Guangzhou, China
| | - Man Zhou
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, China
| | - Yinmei Yang
- Clinical Laboratory Department, Guangzhou First Municipal People's Hospital, Affiliated Hospital of Guangzhou Medical College, Guangzhou, China
| | - Jinjuan Qiao
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, China University of Chinese Academy of Sciences, Beijing, China
| | - Dianbing Wang
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, China
| | - Junping Yu
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, China
| | - Zongqiang Cui
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, China
| | - Zhiping Zhang
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, China
| | - Xian-En Zhang
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, China
| | - Hongping Wei
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, China
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Hsu JL, Binkley J, Clemons KV, Stevens DA, Nicolls MR, Holodniy M. Application of a non-amplification-based technology to detect invasive fungal pathogens. Diagn Microbiol Infect Dis 2013; 78:137-40. [PMID: 24359934 DOI: 10.1016/j.diagmicrobio.2013.11.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2013] [Revised: 11/08/2013] [Accepted: 11/11/2013] [Indexed: 10/26/2022]
Abstract
Current diagnostic techniques for fungal diseases could be improved with respect to sensitivity, specificity, and timeliness. To address this clinical need, we adapted a non-amplification-based nucleic acid detection technology to identify fungal pathogens. We demonstrate a high-specificity, detection sensitivity, reproducibility, and multiplex capacity for detecting fungal strains.
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Affiliation(s)
- Joe L Hsu
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Stanford University School of Medicine, Stanford, CA, USA.
| | - Jon Binkley
- Aspergillus Genome Center, Stanford University School of Medicine, Stanford, CA, USA
| | - Karl V Clemons
- Infectious Diseases Research Laboratory, California Institute for Medical Research, San Jose, CA, USA; Department of Medicine, Division of Infectious Diseases, Santa Clara Valley Medical Center, San Jose, CA, USA; Department of Medicine, Division of Infectious Diseases & Geographic Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - David A Stevens
- Infectious Diseases Research Laboratory, California Institute for Medical Research, San Jose, CA, USA; Department of Medicine, Division of Infectious Diseases, Santa Clara Valley Medical Center, San Jose, CA, USA; Department of Medicine, Division of Infectious Diseases & Geographic Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Mark R Nicolls
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Mark Holodniy
- Department of Medicine, Division of Infectious Diseases & Geographic Medicine, Stanford University School of Medicine, Stanford, CA, USA; Office of Public Health, Department of Veterans Affairs, Washington, DC, USA
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Site-2 protease substrate specificity and coupling in trans by a PDZ-substrate adapter protein. Proc Natl Acad Sci U S A 2013; 110:19543-8. [PMID: 24218594 DOI: 10.1073/pnas.1305934110] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Site-2 proteases (S2Ps) are intramembrane metalloproteases that cleave transmembrane substrates in all domains of life. Many S2Ps, including human S2P and Mycobacterium tuberculosis Rip1, have multiple substrates in vivo, which are often transcriptional regulators. However, S2Ps will also cleave transmembrane sequences of nonsubstrate proteins, suggesting additional specificity determinants. Many S2Ps also contain a PDZ domain, the function of which is poorly understood. Here, we identify an M. tuberculosis protein, PDZ-interacting protease regulator 1 (Ppr1), which bridges between the Rip1 PDZ domain and anti-sigma factor M (Anti-SigM), a Rip1 substrate, but not Anti-SigK or Anti-SigL, also Rip1 substrates. In vivo analyses of Ppr1 function indicate that it prevents nonspecific activation of the Rip1 pathway while coupling Rip1 cleavage of Anti-SigM, but not Anti-SigL, to site-1 proteolysis. Our results support a model of S2P substrate specificity in which a substrate-specific adapter protein tethers the S2P to its substrate while holding the protease inactive through its PDZ domain.
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78
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Kirkup BC. Culture-independence for surveillance and epidemiology. Pathogens 2013; 2:556-70. [PMID: 25437208 PMCID: PMC4235693 DOI: 10.3390/pathogens2030556] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2013] [Revised: 09/03/2013] [Accepted: 09/05/2013] [Indexed: 12/27/2022] Open
Abstract
Culture-independent methods in microbiology (quantitative PCR (qPCR), sequencing, microarrays, direct from sample matrix assisted laser desorption/ionization time of flight mass spectroscopy (MALDI-TOF MS), etc.) are disruptive technology. Rather than providing the same results as culture-based methods more quickly, more cheaply or with improved accuracy, they reveal an unexpected diversity of microbes and illuminate dark corners of undiagnosed disease. At times, they overturn existing definitions of presumably well-understood infections, generating new requirements for clinical diagnosis, surveillance and epidemiology. However, current diagnostic microbiology, infection control and epidemiology rest principally on culture methods elegantly optimized by clinical laboratorians. The clinical significance is interwoven; the new methods are out of context, difficult to interpret and impossible to act upon. Culture-independent diagnostics and surveillance methods will not be deployed unless the reported results can be used to select specific therapeutics or infection control measures. To cut the knots surrounding the adoption of culture-independent methods in medical microbiology, culture-dependent methods should be supported by consistent culture-independent methods providing the microbial context. This will temper existing biases and motivate appropriate scrutiny of the older methods and results.
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Affiliation(s)
- Benjamin C Kirkup
- Department of Wound Infections, Walter Reed Army Institute of Research, Silver Spring, MD 20910, USA.
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Murima P, de Sessions PF, Lim V, Naim ANM, Bifani P, Boshoff HIM, Sambandamurthy VK, Dick T, Hibberd ML, Schreiber M, Rao SPS. Exploring the mode of action of bioactive compounds by microfluidic transcriptional profiling in mycobacteria. PLoS One 2013; 8:e69191. [PMID: 23935951 PMCID: PMC3729944 DOI: 10.1371/journal.pone.0069191] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2013] [Accepted: 06/05/2013] [Indexed: 12/20/2022] Open
Abstract
Most candidate anti-bacterials are identified on the basis of their whole cell anti-bacterial activity. A critical bottleneck in the early discovery of novel anti-bacterials is tracking the structure activity relationship (SAR) of the novel compounds synthesized during the hit to lead and lead optimization stage. It is often very difficult for medicinal chemists to visualize if the novel compounds synthesized for understanding SAR of a particular scaffold have similar molecular mechanism of action (MoA) as that of the initial hit. The elucidation of the molecular MoA of bioactive inhibitors is critical. Here, a new strategy and routine assay for MoA de-convolution, using a microfluidic platform for transcriptional profiling of bacterial response to inhibitors with whole cell activity has been presented. First a reference transcriptome compendium of Mycobacterial response to various clinical and investigational drugs was built. Using feature reduction, it was demonstrated that subsets of biomarker genes representative of the whole genome are sufficient for MoA classification and deconvolution in a medium-throughput microfluidic format ultimately leading to a cost effective and rapid tool for routine antibacterial drug-discovery programs.
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Affiliation(s)
- Paul Murima
- Novartis Institute for Tropical Diseases, Singapore, Singapore
| | | | - Vivian Lim
- Novartis Institute for Tropical Diseases, Singapore, Singapore
| | | | - Pablo Bifani
- Novartis Institute for Tropical Diseases, Singapore, Singapore
| | - Helena I. M. Boshoff
- Tuberculosis Research Section, Laboratory of Clinical Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, United States
| | | | - Thomas Dick
- Novartis Institute for Tropical Diseases, Singapore, Singapore
- Department of Microbiology, National University of Singapore, Singapore, Singapore
| | | | - Mark Schreiber
- Novartis Institute for Tropical Diseases, Singapore, Singapore
- Novartis Institutes For Biomedical Research, Cambridge, Massachusetts, United States of America
- * E-mail: (SPSR); (MS)
| | - Srinivasa P. S. Rao
- Novartis Institute for Tropical Diseases, Singapore, Singapore
- * E-mail: (SPSR); (MS)
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80
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Zhou Y, Kierzek E, Loo ZP, Antonio M, Yau YH, Chuah YW, Geifman-Shochat S, Kierzek R, Chen G. Recognition of RNA duplexes by chemically modified triplex-forming oligonucleotides. Nucleic Acids Res 2013; 41:6664-73. [PMID: 23658228 PMCID: PMC3711454 DOI: 10.1093/nar/gkt352] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Triplex is emerging as an important RNA tertiary structure motif, in which consecutive non-canonical base pairs form between a duplex and a third strand. RNA duplex region is also often functionally important site for protein binding. Thus, triplex-forming oligonucleotides (TFOs) may be developed to regulate various biological functions involving RNA, such as viral ribosomal frameshifting and reverse transcription. How chemical modification in TFOs affects RNA triplex stability, however, is not well understood. Here, we incorporated locked nucleic acid, 2-thio U- and 2′-O methyl-modified residues in a series of all pyrimidine RNA TFOs, and we studied the binding to two RNA hairpin structures. The 12-base-triple major-groove pyrimidine–purine–pyrimidine triplex structures form between the duplex regions of RNA/DNA hairpins and the complementary RNA TFOs. Ultraviolet-absorbance-detected thermal melting studies reveal that the locked nucleic acid and 2-thio U modifications in TFOs strongly enhance triplex formation with both parental RNA and DNA duplex regions. In addition, we found that incorporation of 2′-O methyl-modified residues in a TFO destabilizes and stabilizes triplex formation with RNA and DNA duplex regions, respectively. The (de)stabilization of RNA triplex formation may be facilitated through modulation of van der Waals contact, base stacking, hydrogen bonding, backbone pre-organization, geometric compatibility and/or dehydration energy. Better understanding of the molecular determinants of RNA triplex structure stability lays the foundation for designing and discovering novel sequence-specific duplex-binding ligands as diagnostic and therapeutic agents targeting RNA.
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Affiliation(s)
- Yuan Zhou
- Division of Chemistry and Biological Chemistry, School of Physical and Mathematical Sciences, Nanyang Technological University, 21 Nanyang Link, Singapore
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81
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Identification of intracellular bacteria in the basal plate of the human placenta in term and preterm gestations. Am J Obstet Gynecol 2013; 208:226.e1-7. [PMID: 23333552 DOI: 10.1016/j.ajog.2013.01.018] [Citation(s) in RCA: 240] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2012] [Revised: 11/29/2012] [Accepted: 01/09/2013] [Indexed: 12/16/2022]
Abstract
OBJECTIVE Bacteria have been identified in different regions of the placenta. Here, we tested the hypothesis that the maternal basal plate of the placenta harbors microbes that may be associated with adverse pregnancy outcomes. STUDY DESIGN We performed a cross-sectional study of pregnancies from a single tertiary care hospital. Maternal medical and obstetric characteristics were obtained and pregnancies followed up prospectively for outcomes and placental collection. After delivery, systematic random sampling of the placental basal plate was performed. Paraffin sections of basal plates were stained with 4 histologic stains and scored for morphological evidence of bacteria. RESULTS Of 195 total patients in the study, Gram-positive and -negative intracellular bacteria of diverse morphologies were documented in the basal plates of 27% of all placentas. Of the patients, 35% delivered preterm. No difference was noted between placental basal plates from preterm or term gestations. Intracellular bacteria were found in the placental basal plates of 54% spontaneous preterm deliveries <28 weeks, and in 26% of term spontaneous deliveries (P = .02). Intracellular bacteria were also documented in placentas without clinical or pathologic chorioamnionitis. CONCLUSION A total of 27% of placentas demonstrated intracellular bacteria in the placental basal plate using morphological techniques. Thus, the maternal basal plate is a possible source of intrauterine colonization and placental pathological examination could include examination for bacteria in this important maternal-fetal interface.
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82
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van Belkum A, Durand G, Peyret M, Chatellier S, Zambardi G, Schrenzel J, Shortridge D, Engelhardt A, Dunne WM. Rapid clinical bacteriology and its future impact. Ann Lab Med 2012; 33:14-27. [PMID: 23301218 PMCID: PMC3535192 DOI: 10.3343/alm.2013.33.1.14] [Citation(s) in RCA: 86] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2012] [Accepted: 10/10/2012] [Indexed: 02/01/2023] Open
Abstract
Clinical microbiology has always been a slowly evolving and conservative science. The sub-field of bacteriology has been and still is dominated for over a century by culture-based technologies. The integration of serological and molecular methodologies during the seventies and eighties of the previous century took place relatively slowly and in a cumbersome fashion. When nucleic acid amplification technologies became available in the early nineties, the predicted "revolution" was again slow but in the end a real paradigm shift did take place. Several of the culture-based technologies were successfully replaced by tests aimed at nucleic acid detection. More recently a second revolution occurred. Mass spectrometry was introduced and broadly accepted as a new diagnostic gold standard for microbial species identification. Apparently, the diagnostic landscape is changing, albeit slowly, and the combination of newly identified infectious etiologies and the availability of innovative technologies has now opened new avenues for modernizing clinical microbiology. However, the improvement of microbial antibiotic susceptibility testing is still lagging behind. In this review we aim to sketch the most recent developments in laboratory-based clinical bacteriology and to provide an overview of emerging novel diagnostic approaches.
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Affiliation(s)
- Alex van Belkum
- BioMérieux SA, Unit Microbiology, R&D Microbiology, La Balme Les Grottes, France
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83
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Comparative analysis of two broad-range PCR assays for pathogen detection in positive-blood-culture bottles: PCR-high-resolution melting analysis versus PCR-mass spectrometry. J Clin Microbiol 2012; 50:3287-92. [PMID: 22855511 DOI: 10.1128/jcm.00677-12] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Detection of pathogens in bloodstream infections is important for directing antimicrobial treatment, but current culture-based approaches can be problematic. Broad-range PCR assays which target conserved genomic motifs for postamplification amplicon analysis permit detection of sepsis-causing pathogens. Comparison of different broad-range assays is important for informing future implementation strategies. In this study, we compared positive-blood-culture bottles processed by PCR coupled to high-resolution melting curve analysis (PCR/HRMA) and PCR coupled to electrospray ionization-mass spectrometry (PCR/ESI-MS) to microbiology culture results. Genus-level concordance was 90% (confidence interval [CI], 80 to 96%) for PCR/HRMA and 94% (CI, 85 to 98%) for PCR/ESI-MS. Species-level concordance was 90% (CI, 80 to 96%) for PCR/HRMA and 86% (CI, 75 to 93%) for PCR/ESI-MS. Unlike PCR/HRMA, PCR/ESI-MS was able to resolve polymicrobial samples. Our results demonstrated that the two assays have similar overall concordance rates but may have different roles as potential adjunctive tests with standard blood culture, since each method has different capabilities, advantages, and disadvantages.
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