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1.
Nucleic Acids Res ; 40(11): e87, 2012 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-22416064

RESUMO

Isothermal nucleic acid amplification is becoming increasingly important for molecular diagnostics. Therefore, new computational tools are needed to facilitate assay design. In the isothermal EXPonential Amplification Reaction (EXPAR), template sequences with similar thermodynamic characteristics perform very differently. To understand what causes this variability, we characterized the performance of 384 template sequences, and used this data to develop two computational methods to predict EXPAR template performance based on sequence: a position weight matrix approach with support vector machine classifier, and RELIEF attribute evaluation with Naïve Bayes classification. The methods identified well and poorly performing EXPAR templates with 67-70% sensitivity and 77-80% specificity. We combined these methods into a computational tool that can accelerate new assay design by ruling out likely poor performers. Furthermore, our data suggest that variability in template performance is linked to specific sequence motifs. Cytidine, a pyrimidine base, is over-represented in certain positions of well-performing templates. Guanosine and adenosine, both purine bases, are over-represented in similar regions of poorly performing templates, frequently as GA or AG dimers. Since polymerases have a higher affinity for purine oligonucleotides, polymerase binding to GA-rich regions of a single-stranded DNA template may promote non-specific amplification in EXPAR and other nucleic acid amplification reactions.


Assuntos
Técnicas de Amplificação de Ácido Nucleico , Inteligência Artificial , Sequência de Bases , Teorema de Bayes , Biologia Computacional/métodos , DNA/biossíntese , DNA/química , Matrizes de Pontuação de Posição Específica , Software , Moldes Genéticos , Termodinâmica
2.
Lab Chip ; 20(21): 4071-4081, 2020 10 27.
Artigo em Inglês | MEDLINE | ID: mdl-33021611

RESUMO

To facilitate treatment and limit transmission of tuberculosis (TB), new methods are needed to enable rapid and affordable diagnosis of the disease in high-burden low-resource settings. We have developed a prototype integrated nucleic acid testing device to detect Mycobacterium tuberculosis (M.tb) in sputum. The device consists of a disposable cartridge and compact, inexpensive instrument that automates pathogen lysis, nucleic acid extraction, isothermal DNA amplification and lateral flow detection. A liquefied and disinfected sputum sample is manually injected into the cartridge, and all other steps are automated, with a result provided in <1.5 h. Cell disruption and DNA extraction is executed within a four-port active valve containing a miniature bead blender (based on PureLyse® technology, Claremont BioSolutions LLC). The DNA-containing eluate is combined with dry master-mix reagents and target DNA is isothermally amplified. Amplified master-mix is then pumped into a lateral flow strip chamber for detection. The entire process is performed in a single-use closed-system cartridge to prevent amplicon carryover. For testing of M.tb-spiked sputum the system provided a limit of detection of 5 × 103 colony forming units (CFU) per mL. None of the negative sputum-only controls yielded a false-positive result. Testing of 45 clinical sputum specimens from TB cases and controls relative to a validated manual qPCR-based comparator method revealed a preliminary sensitivity of 90% and specificity of 96%. With further development, the herein described integrated nucleic acid testing device can enable TB diagnosis and treatment initiation in the same clinical encounter in near-patient low-resource settings of high TB burden countries.


Assuntos
Mycobacterium tuberculosis , Ácidos Nucleicos , Tuberculose , Humanos , Mycobacterium tuberculosis/genética , Técnicas de Amplificação de Ácido Nucleico , Sensibilidade e Especificidade , Escarro , Tuberculose/diagnóstico
3.
Sci Rep ; 6: 19541, 2016 Jan 20.
Artigo em Inglês | MEDLINE | ID: mdl-26785769

RESUMO

Nucleic acid amplification testing (NAAT) enables rapid and sensitive diagnosis of tuberculosis (TB), which facilitates treatment and mitigates transmission. Nucleic acid extraction from sputum constitutes the greatest technical challenge in TB NAAT for near-patient settings. This report presents preliminary data for a semi-automated sample processing method, wherein sputum is disinfected and liquefied, followed by PureLyse(®) mechanical lysis and solid-phase nucleic acid extraction in a miniaturized, battery-operated bead blender. Sputum liquefaction and disinfection enabled a >10(4) fold reduction in viable load of cultured Mycobacterium tuberculosis (M.tb) spiked into human sputum, which mitigates biohazard concerns. Sample preparation via the PureLyse(®) method and a clinically validated manual method enabled positive PCR-based detection for sputum spiked with 10(4) and 10(5) colony forming units (cfu)/mL M.tb. At 10(3) cfu/mL sputum, four of six and two of six samples amplified using the comparator and PureLyse(®) method, respectively. For clinical specimens from TB cases and controls, the two methods provided 100% concordant results for samples with 1 mL input volume (N = 41). The semi-automated PureLyse(®) method therefore performed similarly to a validated manual comparator method, but is faster, minimally instrumented, and can be integrated into TB molecular diagnostic platforms designed for near-patient low-resource settings.


Assuntos
Mycobacterium tuberculosis , Escarro/microbiologia , Tuberculose/diagnóstico , Tuberculose/microbiologia , Humanos , Mycobacterium tuberculosis/genética , Mycobacterium tuberculosis/isolamento & purificação , Técnicas de Amplificação de Ácido Nucleico/instrumentação , Técnicas de Amplificação de Ácido Nucleico/métodos , Reação em Cadeia da Polimerase em Tempo Real , Reprodutibilidade dos Testes , Tuberculose Pulmonar/diagnóstico , Tuberculose Pulmonar/microbiologia
4.
PLoS One ; 8(7): e69355, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23922706

RESUMO

Infectious disease diagnosis in point-of-care settings can be greatly improved through integrated, automated nucleic acid testing devices. We have developed an early prototype for a low-cost system which executes isothermal DNA amplification coupled to nucleic acid lateral flow (NALF) detection in a mesofluidic cartridge attached to a portable instrument. Fluid handling inside the cartridge is facilitated through one-way passive valves, flexible pouches, and electrolysis-driven pumps, which promotes a compact and inexpensive instrument design. The closed-system disposable prevents workspace amplicon contamination. The cartridge design is based on standard scalable manufacturing techniques such as injection molding. Nucleic acid amplification occurs in a two-layer pouch that enables efficient heat transfer. We have demonstrated as proof of principle the amplification and detection of Mycobacterium tuberculosis (M.tb) genomic DNA in the cartridge, using either Loop Mediated Amplification (LAMP) or the Exponential Amplification Reaction (EXPAR), both coupled to NALF detection. We envision that a refined version of this cartridge, including upstream sample preparation coupled to amplification and detection, will enable fully-automated sample-in to answer-out infectious disease diagnosis in primary care settings of low-resource countries with high disease burden.


Assuntos
DNA Bacteriano/genética , DNA Bacteriano/isolamento & purificação , Técnicas de Amplificação de Ácido Nucleico/métodos , Reologia/métodos , Temperatura , Microfluídica , Mycobacterium tuberculosis/genética , Técnicas de Amplificação de Ácido Nucleico/instrumentação , Reologia/instrumentação
5.
Trends Biotechnol ; 29(5): 240-50, 2011 May.
Artigo em Inglês | MEDLINE | ID: mdl-21377748

RESUMO

Nucleic acid testing for infectious diseases at the point of care is beginning to enter clinical practice in developed and developing countries; especially for applications requiring fast turnaround times, and in settings where a centralized laboratory approach faces limitations. Current systems for clinical diagnostic applications are mainly PCR-based, can only be used in hospitals, and are still relatively complex and expensive. Integrating sample preparation with nucleic acid amplification and detection in a cost-effective, robust, and user-friendly format remains challenging. This review describes recent technical advances that might be able to address these limitations, with a focus on isothermal nucleic acid amplification methods. It briefly discusses selected applications related to the diagnosis and management of tuberculosis, HIV, and perinatal and nosocomial infections.


Assuntos
Doenças Transmissíveis/diagnóstico , Técnicas de Diagnóstico Molecular/métodos , Ácidos Nucleicos/genética , Ácidos Nucleicos/isolamento & purificação , Sistemas Automatizados de Assistência Junto ao Leito , Infecção Hospitalar/diagnóstico , Infecções por HIV/diagnóstico , Humanos , Técnicas de Amplificação de Ácido Nucleico/métodos , Assistência Perinatal , Temperatura , Fatores de Tempo , Tuberculose/diagnóstico
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