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accuracy
closeness of measurements to the standard/ known value
precision
closeness of measurements to each other
Sensitivity
true positivity rate, contaminated food correctly identified as contaminated
Specificity
true negativity rate, non-contaminated food correctly identified as non-contaminated
LOD
the lowest analyte concentration likely to be reliably detected
LOQ
the lowest concentration at which the analyte can be detected and at which some predefined goals for bias and imprecision are met
Qualitative methods of detection
enrichment, allows for multiplication of microorganism, intensifies the signal, presence or absence
Quantitative
the ability of the cells to multiply in nutrient -rich medium, plate count (absolute quantification), plaque assay, real-time PCR
Why is it difficult to detect microorganisms in food and water?
usually low in concentration, bound to matrices, not homogenously distributed, formation of aggregates
Why do we use bacterial enrichment
results in resuscitation and rapid growth, increases the odds of detection, used for qualitative only and improved estimation using MPN technique
absolute quantification
CFU per mL
relative quantification
higher or lower signal
reasons to isolate and concentrate microorganisms
separate pathogens from sample particulates, provision of sample size reduction, removal of matrix-associated assay inhibitors
define isolation
the removal of a select population from a complex mixture
define concentration
a sample preparation process to reduce sample volume while simultaneously recovering the initial bacteria population of interest
describe filtration
membrane filter retains cells to be transferred to culture medium
describe Adsorption-elution
2 step process to adsorb microorganisms to a surface through manipulating the pH or ionic strength via isoelectric point (example lower the pH), then eluting/removing the attached microorganisms (increase pH), sample can then be further concentrated
describe centrifugation: differential/pelleting
centrifugal force to separate sample based on size- pellet may contain the microorganism, or the supernatant may contain it
describe centrifugation: density/gradient
preformed layers of a solution with different densities, highest density towards the bottom, sample placed on the top and following ultracentrifugation each zone represents the separation of particles based on their size and density
describe PEG
polyethylene glycol polymers bind to particles forming larger aggregates, sediments after centrifuged, supernatant is discarded and the particles in the solution are resuspended
Immunoaffinity
affinity resin has an immobilized ligand (ligand can be a target small molecule, protein, or antibody), similar process to adsorption/elution