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What is spectrophotometry?
Technique that uses light to measure concentration of a solution
Absorbance measures what?
Amount of light absorbed → relates to concentration
Scattering measures what?
Light redirected by particles → relates to turbidity
Optical density (OD) equals what?
Absorbance + scattering
Beer-Lambert law states what?
Absorbance is proportional to concentration and path length
What is optical density?
Measure of light absorbance and scattering through a sample
OD is calculated as what ratio?
Incident light / transmitted light
Incident light means what?
Light hitting the sample
Transmitted light means what?
Light passing through the sample
What instruments measure OD?
Spectrophotometer and plate reader
Higher OD means what about concentration?
Higher concentration
Why is OD600 used?
Standard wavelength for bacterial quantification
More bacteria results in what OD change?
Higher absorbance (higher OD)
What is a standard curve?
Graph of known concentrations used to determine unknowns
Purpose of a standard curve?
Estimate unknown concentration using known standards
What are standards?
Serial dilutions of known concentrations
Two types of dilutions?
2-fold and 10-fold
Y-axis of standard curve?
Optical density
X-axis of standard curve?
Cell concentration
Line on standard curve represents what?
Line of best fit
Plate counts measure what?
Viable cells only
Optical density measures what?
Live + dead cells
Plate counts disadvantage?
Require incubation time
OD advantage?
No incubation required
What is a serial dilution?
Stepwise dilution to reduce concentration
Why use serial dilutions?
Bring sample into measurable range
Pellet vs supernatant?
Pellet = cells; supernatant = liquid
Purpose of vortexing?
Break up cell clumps
Purpose of pipette mixing?
Ensure proper mixing and remove cells from tip
What makes a good standard curve?
Tightly clustered points
What indicates a bad standard curve?
Widely spread points
What does R² represent?
Fit of regression (how well data matches line)
Higher R² means what?
Better prediction accuracy
How to improve R²?
Accurate pipetting
What is growth kinetics?
OD measurements over time to study growth
What does growth kinetics show?
Patterns of bacterial growth
Lag phase meaning?
Adaptation
Log phase meaning?
Rapid exponential growth
Stationary phase meaning?
Growth = death (equilibrium)
Death phase meaning?
Cells die due to depletion/waste
Which phase gives growth rate?
Log phase
What is doubling time?
Time for population to double
What is resolution?
Ability to distinguish two objects
What is magnification?
Apparent size increase
What is contrast?
Ability to distinguish object from background
Compound microscope use?
View microscopic specimens
Stereoscope use?
View larger specimens
Total magnification formula?
Ocular × objective
Objective lens magnifications?
4x
100x objective requires what?
Oil immersion
Darkfield microscopy?
Bright specimen on dark background
Brightfield microscopy?
Light passes through specimen
Why staining needed in brightfield?
Low natural contrast
Acidic dyes charge?
Negative
Basic dyes charge?
Positive
Simple stain uses what?
One dye
Differential stain uses what?
Primary + counterstain
Fluorescence microscopy uses what?
Fluorophores
Excitation wavelength means?
Light absorbed
Emission wavelength means?
Light emitted
SEM vs TEM?
SEM = surface; TEM = internal structure
Cocci shape?
Spherical
Bacilli shape?
Rod-shaped
Spirochete shape?
Spiral
Why use oil immersion?
Improve resolution by reducing refraction
Purpose of heat fixing?
Kill cells and attach to slide
Lens paper used for?
Cleaning objective lens
Bibulous paper used for?
Blotting slides
Raw data definition?
Original collected data
Clean data definition?
Processed/averaged data
Long data format?
All values in one column
Wide data format?
Values across multiple columns
Variable definition?
Characteristic that can be measured
Continuous variable?
Any value in range
Discrete variable?
Countable values
Ordinal variable?
Ordered categories
Nominal variable?
Unordered categories
Box plot shows what?
Distribution of data
Line plot shows what?
Relationship between numeric variables
Bar plot shows what?
Comparison of values