1. Evaluation of a lens-free imager to facilitate tuberculosis diagnostics in MODS
- Author
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Patricia Sheen, Daniel Rueda, Mirko Zimic, Jorge Coronel, Leonardo Solis, and Robert H. Gilman
- Subjects
Mycobacterium tuberculosis/drug effects/growth & development ,0301 basic medicine ,Time Factors ,Computer science ,Extensively Drug-Resistant Tuberculosis ,Antitubercular Agents ,Sputum/microbiology ,MODS ,Multi drug resistance ,Microscopy/instrumentation ,Workflow ,law.invention ,0302 clinical medicine ,law ,Drug Resistance, Multiple, Bacterial ,Tuberculosis, Multidrug-Resistant ,MDR ,Diagnostic technology ,Computer vision ,030212 general & internal medicine ,Diagnostics ,Microscopy ,biology ,Lens-free imager ,Tuberculosis, Multidrug-Resistant/diagnosis/drug therapy/microbiology ,Equipment Design ,Drug susceptibility ,Lens (optics) ,Microbial Sensitivity Tests/instrumentation ,Infectious Diseases ,Tuberculosis, Pulmonary/diagnosis/drug therapy/microbiology ,ePetri ,Microbiology (medical) ,medicine.medical_specialty ,Tuberculosis ,Extensively Drug-Resistant Tuberculosis/diagnosis/drug therapy/microbiology ,Antitubercular Agents/therapeutic use ,Immunology ,Microbial Sensitivity Tests ,Microbiology ,Mycobacterium tuberculosis ,03 medical and health sciences ,Predictive Value of Tests ,Tuberculosis diagnostics ,medicine ,Humans ,Microscopist ,Tuberculosis, Pulmonary ,Lens-free microscopy ,business.industry ,Sputum ,Reproducibility of Results ,Extensively drug-resistant tuberculosis ,medicine.disease ,biology.organism_classification ,Surgery ,030104 developmental biology ,purl.org/pe-repo/ocde/ford#3.02.07 [https] ,Artificial intelligence ,business - Abstract
Tuberculosis (TB) control efforts are hampered by a mismatch in diagnostic technology. Lack of adequate early diagnostics and Multi-drug resistant (MDR) detection is a critical problem in control efforts. Alternate and novel diagnostic approaches are required, especially in low-resources settings where they are needed most. The Microscopic Observation Drug Susceptibility (MODS) assay is a cost-effective, highly sensitive, and specific method based on the detection of characteristic cording growth patterns of Mycobacterium tuberculosis (MTB), in microscopic examination of a liquid culture under an inverted microscope. By adding antimicrobials to the wells, MODS also determines antimicrobial susceptibility in both MDR and Extreme Drug Resistant (XDR) tuberculosis. The interpretation of a MODS culture performed in a 24 well plate, requires an extensive inspection over the entire surface to detect TB cords. This process requires significant time and effort from a trained microscopist. We evaluated a lens-free imager system, able to render microscopic images of live specimens, for the proof of principle to be used for MODS culture interpretation. The lens-free imager system is able to digitalize a 24-mm(2) surface with approximately 40X magnification in a single capture. The evaluation of the lens-free imager found that it produced microscopic images that were adequate for MODS interpretation by a human expert. Compared to the average time that takes a microscopist to completely examine a MODS culture sample, the lens free imager notably reduced the time of inspection. Therefore, lens-free imager variants may constitute promising systems to aid in the diagnostics of tuberculosis, by simplifying and reducing the time of inspection and permitting automatization of MODS interpretation.
- Published
- 2016
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