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What does PAT stand for?
Process Analytical Technology
What does PAT do?
System used for designing, analysing & controlling manufacturing processes through timely measurements of critical quality & performance attributes of raw & in-process materials
What is In-line monitoring?
Real time measurement of process parameters or quality attributes directly in the manufacturing process itself without interrupting flow of production
What is At-line monitoring?
Taking measurements or samples from production process but outside the primary production line
Name some protein characterisation techniques
FACS, Uv-Vis, Circular Dichroism, DLS, SLS, FT-NIR Spectroscopy
Name some common non-specific readout cell assays
Cell number, cell type - morphology, cell viability - live Vs dead, proliferation rate and total biomass
How to measure cell numbers
Counting, normalisation and biomass growth
Methods to measure cell numbers
1. Counting Chambers
2. Cytometers
3. FACS
4. Impedance Spectroscopy
How does impedance spectroscopy work?
- Sample chambers with specially profiled electrodes
- Measure changes in capacitance Vs frequency (voltage sweep)
- Determine cell density (bulk biomass)
What does FACS stand for?
Fluorescence Activated Cell Sorting
What does FACS do?
Sorts cells based on their individual properties such as size, density, complexity and fluorescence intensity
Different techniques to measure cell populations?
- Biochemical assays: western blot, enzymatic, sequencing, metabolic
- Spectroscopy: Abs/Flu/BL/CL
- Cell-on-Chip & biosensor systems
- Mass Spectrometry
Techniques for single cell analyses?
- Cell counting devices
- Automated microscopy
- FACS
- Single cell omics
2 methods for cell morphology detection
1. microscopy - automated or visual
2. flow cytometry - fwd & side scattering
What are the measurement modes?
- Fixed/lysed cells VS Live cells
- End-point VS real time monitoring
- Quantitative VS Qualitative
- One parameter VS multi-parametric
functional parameters & markers of cell based assays?
- Total ATP - non-specific toxicity, viability
- Cell death mechanisms: caspases, Annexin V
- Intracellular markers: Ca2+, pH, MMP (mitochondrial Membrane Potential), ROS
- Signalling events
- Metabolic fluxes
What are the 3 types of cell proliferation & staining assays?
1. 3H-U or BrU incorporation
2. Trypan Blue (abs)
3. DAPI or Hoechst
What is 3H-U assay?
A cell proliferation assay
- Radioactive counting or immunostaining of fixed cells
What is Trypan Blue (abs) assay?
- A membrane integrity probe
- Azo dye from textiles industry, anionic
- Doesn't penetrate cells with intact membranes, stains damaged cells by protein binding
- Visual or automated colorimetric readout
- Crude cell viability assay - dye exclusion
What is DAPI or Hoechst assay?
- Cell permeant fluorescent stains
- Nuclear DNA
- Counter staining
Metabolic Assay?
MTT assay
What does MTT assay measure?
MTT assay measures the activity of mitochondrial dehydrogenases, enzymes present in metabolically active cells
What is the MTT assay based on?
Based on the reduction of MTT, a yellow tetrazolium salt by mitochondrial dehydrogenases in viable cells to form insoluble purple formazan crystals
How many steps in the assay?
2 step assay, replacement to radioactivity assay (3H-U)
What type of incubation?
Live cell incubation & solvent addition
What's diverted in MTT assay?
Diverts cellular NADH to MTT reduction
What is cellular ATP BL Assay?
1 step mix and measure bioluminescent assay
What is required in BL assay?
Cell lysis & recombinant luciferase cocktail
What does luciferase do?
Luciferase catalyses the oxidation of lucerferin in the presence of ATP which produces light
What is used to measure BL assay activity?
Luminometer used to measure light emission, detects & quantifies light signal
What is annexin V apoptosis assay
method to detect & quantify apoptosis in cells
What is annexin V
Annexin V is a 30 kD Ca2+- binding protein, assay relies on ability of annexin V to bind to PS (phosphatidylserine) residues that become exposed on outer leaf of plasma membrane during early stages of apoptosis
What is the principle of annexin v apoptosis
PS translocation to outer membrane leaflet during apoptosis
How are apoptotic cells detected?
Fluorescent labels (FITC) help trace AV & apoptotic cells
What are caspases?
family of cysteine proteases that play central role in apoptosis - cleave specific cellular proteins & dismantle the cell
What are the major & secondary metabolic pathways
Major - Glycolytic, TCA, OXPHOS
Secondary: FA oxidation, PPP, glutaminolysis
What are the bulk markers
In - Oz, glucose
Out - CO2, lactate, H+
How are metabolic fluxes measured?
OXPHOS Flux: OCR - Oxygen Consumption Rate (d[O2]/dt)
Glycolytic Flux: Extracellular acidification (d[H+]/dt)
TCA Activity: CO2 release (d[CO2]/dt, d[H+]/dt)
What are the pharmacological treatments for metabolic fluxes
OXPHOS & ETC: uncoupling, rotenone, antimycin A
Glycolysis: 2-DG, oxamate, galactose
What is the seahorse XF platform
- Specially profile TC microplate
- moving pistons for sealing
- 2 sensor coatings on each piston ( O2 sensor for OCR & pH sensor for ECAR)
- Injection port for compounds
cell normalisation methods in bioassays?
Direct: cell counting
Indirect:
- Total ATP - require lysis, fluctuates
- Total DNA - cell number rather than volume
- Total protein - cell volume
- Total biomass - non specific
What is Z factor
relates positive & negative readings & S.D values
Whats an ideal Z factor
Z =1
Whats the Z factor for cell based assays
Z = 0.5-0.8