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Cellular Internalization and
trafficking of complex meds
Dr Jamie Szczerkowski, PostDoc Advance light microscopy
18th May 2021
ยฉ 2021 Medicines Discovery Catapult. All rights reserved.
Why the interest in Complex Medicine
- Opens up the possibility for previously
undruggable targets
- Opportunity for cell / tissue specific targeting,
greater therapeutic index.
But has its own unique challenges:
Accumulation
Penetration
Cargo Delivery tech
Circulation
ยฉ 2021 Medicines Discovery Catapult. All rights reserved.
Why the interest in Complex Medicine
- Opens up the possibility for previously
undruggable targets
- Opportunity for cell / tissue specific targeting,
greater therapeutic index.
But has its own unique challenges:
Accumulation
Penetration
Cell specific binding
Internalisation
Efficacy
Circulation
Cargo delivery
Toxicity
X
Know your question
Plan your analysis
Choose your tool
ยฉ 2021 Medicines Discovery Catapult. All rights reserved.
Zeiss ELYRA 7
Zeiss LSM880
Zeiss AxioObserver
Zeiss AxioScan
Brightfield & widefield
Confocal, Multiphoton & Airyscan
EPI/TIRF/HILO & Super Resolution (SMLM)
Small
molecule
Proteins
Virus/
Vesicles
Bacteria/
mitochondria
Animal
Cell
Organoid
Mouse
brain
Mouse
1nm
10nm
100nm
1๐œ‡m
10๐œ‡m
100๐œ‡m
1mm
1cm
10cm
Fluorescence microscopy Super Resolution
Electron microscopy
Choose the right approach
Resolution
โ€ข High Content Screening
โ€ข Whole slide Imaging
โ€ข Access to Opera Phenix
HCS (CRUK)
โ€ข Widefield
โ€ข Apotome
โ€ข Confocal
โ€ข Multiphoton
โ€ข Airyscan super resolution
โ€ข STORM super resolution
โ€ข TIRF AND HILO
Speed / Scale
So what are your goals?
ยฉ 2021 Medicines Discovery Catapult. All rights reserved.
Zeiss ELYRA 7
Zeiss LSM880
Zeiss AxioObserver
Zeiss AxioScan
Resolution
โ€ข High Content Screening
โ€ข Whole slide Imaging
โ€ข Access to Opera Phenix
HCS (CRUK)
โ€ข Widefield
โ€ข Apotome
โ€ข Confocal
โ€ข Multiphoton
โ€ข Airyscan super resolution
โ€ข STORM super resolution
โ€ข TIRF AND HILO
Speed / Scale
So what are your goals?
Cell binding
Goals Equipment capabilities
Internalization
Method / Analysis
Hit-miss assay
Tissue or Spheroid
Real time tracking
Plate or slide scanning
Trafficking Higher resolution
Co-localisation
Incubation chamber
Depth penetration
3D reconstruction Z-stack capable
Higher speed acquisition
Sectioning or higher working distance
ยฉ 2021 Medicines Discovery Catapult. All rights reserved.
Fluorescence
>
+
Ctrl
Cell Mask
-
Ctrl
Cell ROI
Fluorescence
Overlap
Threshold Determined on
Negative control
205
250
235
175
โ€ฆ
Mean:
225
Fluorescence Overlap = Fluorescence over
Threshold within Cell Region
Threshold =
Threshold
Intensity:
Fluorescence
Extract
Data
Percentage
area >
threshold
Intensity
values
ยฉ 2021 Medicines Discovery Catapult. All rights reserved.
5min 30min 60min 24h
anti CD33
Membrane
Nuclei
anti CD33
CD33 expressing
SHI-1 leukemia cells
Her-2
Nuclei
Membrane
Her-2
HER-2 expressing
Sk_Br3 breast
cancer cells
ยฉ 2021 Medicines Discovery Catapult. All rights reserved.
Initial mask (1) Whole cell (2) Membrane mask (3)
Cytoplasm region (4) Accepted Spots (5)
0 50 100 150
0.0
0.2
0.4
0.6
time (min)
Signal
in
cytoplasm
T1/2=19.13 min
ยฉ 2021 Medicines Discovery Catapult. All rights reserved.
Receptor binding
Internalisation
Endosome
Late Endosome
Recycling
Endosome
Lysosome
Active drug
LAMP1/anti CD33
RAB11/anti CD33
RAB5/anti CD33
RAB11
Recycling Endosome
RAB5
Early endosome
LAMP1
Lysosome
Intracellular Trafficking of Antibodies
ยฉ 2021 Medicines Discovery Catapult. All rights reserved.
Aim:
To evaluate the cellular internalisation of
silica nanoparticles and correlate
internalisation with efficacy.
Approach:
โ€ข (+) charged Silica nanoparticles labelled
Alexa568
โ€ข Plasmid DNA encoding GFP was loaded
on to the particles. Electrostatically
attracted (-) charged RNA / DNA
โ€ข Cells were incubated with
nanoparticles
โ€ข Efficiency of nanoparticle uptake and
subsequent GFP expression was
measured by microscopy
DNA (- charge)
Silicon (+ charged)
Image with confocal
Silicon particles
Labelled Red
ยฉ 2021 Medicines Discovery Catapult. All rights reserved.
Cell mask (Green)
Reconstruct
3D cell
Reconstruct
particle
In or out?
Silicon particles
(Red)
How many particles are internalised?
When and how are these particles internalised?
Cargo successfully released and protein expressed?
Link internalised particles to
GFP expression
Visualise internalisation in 3D
2D cell
Looks internalised
ยฉ 2021 Medicines Discovery Catapult. All rights reserved.
24Hr 48Hr 72Hr
Not the
same
images
The same images
Comparisons of individual images
ยฉ 2021 Medicines Discovery Catapult. All rights reserved.
Cell Mask ๏ƒ  3D Reconstruction
Particles ๏ƒ  3D Reconstruction
Particles 72 Hr
Cell border
Outside
On the cell
Inside
Distance
inside
ยฉ 2021 Medicines Discovery Catapult. All rights reserved.
โ€ข Microscopy is a powerful tool for the
characterisation of complex medicines
โ€ข Applicable to a wide variety of delivery
technology and cargos
โ€ข Enable deep and adaptable evaluation over
varied scales and resolution in different
sample formats
โ€ข To answer huge array of questions
Cells 2D/3D Mono- / Co-culture
Tissues Organ on a chip Live / fixed
Cell binding Internalization Trafficking
Co-localisation Subcellular distribution

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MDC Connects Series 2021 | A Guide to Complex Medicines: Cellular Internalisation and Trafficking of Complex Medicines - Dr Jamie Szczerkowski (MDC)

  • 1. Cellular Internalization and trafficking of complex meds Dr Jamie Szczerkowski, PostDoc Advance light microscopy 18th May 2021
  • 2. ยฉ 2021 Medicines Discovery Catapult. All rights reserved. Why the interest in Complex Medicine - Opens up the possibility for previously undruggable targets - Opportunity for cell / tissue specific targeting, greater therapeutic index. But has its own unique challenges: Accumulation Penetration Cargo Delivery tech Circulation
  • 3. ยฉ 2021 Medicines Discovery Catapult. All rights reserved. Why the interest in Complex Medicine - Opens up the possibility for previously undruggable targets - Opportunity for cell / tissue specific targeting, greater therapeutic index. But has its own unique challenges: Accumulation Penetration Cell specific binding Internalisation Efficacy Circulation Cargo delivery Toxicity X Know your question Plan your analysis Choose your tool
  • 4. ยฉ 2021 Medicines Discovery Catapult. All rights reserved. Zeiss ELYRA 7 Zeiss LSM880 Zeiss AxioObserver Zeiss AxioScan Brightfield & widefield Confocal, Multiphoton & Airyscan EPI/TIRF/HILO & Super Resolution (SMLM) Small molecule Proteins Virus/ Vesicles Bacteria/ mitochondria Animal Cell Organoid Mouse brain Mouse 1nm 10nm 100nm 1๐œ‡m 10๐œ‡m 100๐œ‡m 1mm 1cm 10cm Fluorescence microscopy Super Resolution Electron microscopy Choose the right approach Resolution โ€ข High Content Screening โ€ข Whole slide Imaging โ€ข Access to Opera Phenix HCS (CRUK) โ€ข Widefield โ€ข Apotome โ€ข Confocal โ€ข Multiphoton โ€ข Airyscan super resolution โ€ข STORM super resolution โ€ข TIRF AND HILO Speed / Scale So what are your goals?
  • 5. ยฉ 2021 Medicines Discovery Catapult. All rights reserved. Zeiss ELYRA 7 Zeiss LSM880 Zeiss AxioObserver Zeiss AxioScan Resolution โ€ข High Content Screening โ€ข Whole slide Imaging โ€ข Access to Opera Phenix HCS (CRUK) โ€ข Widefield โ€ข Apotome โ€ข Confocal โ€ข Multiphoton โ€ข Airyscan super resolution โ€ข STORM super resolution โ€ข TIRF AND HILO Speed / Scale So what are your goals? Cell binding Goals Equipment capabilities Internalization Method / Analysis Hit-miss assay Tissue or Spheroid Real time tracking Plate or slide scanning Trafficking Higher resolution Co-localisation Incubation chamber Depth penetration 3D reconstruction Z-stack capable Higher speed acquisition Sectioning or higher working distance
  • 6. ยฉ 2021 Medicines Discovery Catapult. All rights reserved. Fluorescence > + Ctrl Cell Mask - Ctrl Cell ROI Fluorescence Overlap Threshold Determined on Negative control 205 250 235 175 โ€ฆ Mean: 225 Fluorescence Overlap = Fluorescence over Threshold within Cell Region Threshold = Threshold Intensity: Fluorescence Extract Data Percentage area > threshold Intensity values
  • 7. ยฉ 2021 Medicines Discovery Catapult. All rights reserved. 5min 30min 60min 24h anti CD33 Membrane Nuclei anti CD33 CD33 expressing SHI-1 leukemia cells Her-2 Nuclei Membrane Her-2 HER-2 expressing Sk_Br3 breast cancer cells
  • 8. ยฉ 2021 Medicines Discovery Catapult. All rights reserved. Initial mask (1) Whole cell (2) Membrane mask (3) Cytoplasm region (4) Accepted Spots (5) 0 50 100 150 0.0 0.2 0.4 0.6 time (min) Signal in cytoplasm T1/2=19.13 min
  • 9. ยฉ 2021 Medicines Discovery Catapult. All rights reserved. Receptor binding Internalisation Endosome Late Endosome Recycling Endosome Lysosome Active drug LAMP1/anti CD33 RAB11/anti CD33 RAB5/anti CD33 RAB11 Recycling Endosome RAB5 Early endosome LAMP1 Lysosome Intracellular Trafficking of Antibodies
  • 10. ยฉ 2021 Medicines Discovery Catapult. All rights reserved. Aim: To evaluate the cellular internalisation of silica nanoparticles and correlate internalisation with efficacy. Approach: โ€ข (+) charged Silica nanoparticles labelled Alexa568 โ€ข Plasmid DNA encoding GFP was loaded on to the particles. Electrostatically attracted (-) charged RNA / DNA โ€ข Cells were incubated with nanoparticles โ€ข Efficiency of nanoparticle uptake and subsequent GFP expression was measured by microscopy DNA (- charge) Silicon (+ charged) Image with confocal Silicon particles Labelled Red
  • 11. ยฉ 2021 Medicines Discovery Catapult. All rights reserved. Cell mask (Green) Reconstruct 3D cell Reconstruct particle In or out? Silicon particles (Red) How many particles are internalised? When and how are these particles internalised? Cargo successfully released and protein expressed? Link internalised particles to GFP expression Visualise internalisation in 3D 2D cell Looks internalised
  • 12. ยฉ 2021 Medicines Discovery Catapult. All rights reserved. 24Hr 48Hr 72Hr Not the same images The same images Comparisons of individual images
  • 13. ยฉ 2021 Medicines Discovery Catapult. All rights reserved. Cell Mask ๏ƒ  3D Reconstruction Particles ๏ƒ  3D Reconstruction Particles 72 Hr Cell border Outside On the cell Inside Distance inside
  • 14. ยฉ 2021 Medicines Discovery Catapult. All rights reserved. โ€ข Microscopy is a powerful tool for the characterisation of complex medicines โ€ข Applicable to a wide variety of delivery technology and cargos โ€ข Enable deep and adaptable evaluation over varied scales and resolution in different sample formats โ€ข To answer huge array of questions Cells 2D/3D Mono- / Co-culture Tissues Organ on a chip Live / fixed Cell binding Internalization Trafficking Co-localisation Subcellular distribution

Editor's Notes

  1. ย therapeutic index quantitative measurement of the relative safety of a drug
  2. Delivery technology โ€“ can be cell targeted
  3. In normal cells,ย CD33ย is involved in cell signaling, cell adhesion, and cell growth. Cancer cells that make too muchย CD33ย may grow more quickly. ... Cancers that may beย CD33 positiveย include acute myeloid leukemia and some types of lymphoma. HER2-positive breast cancerย is aย breast cancerย that testsย positiveย for a protein called human epidermal growth factor receptor 2 (HER2). This protein promotes the growth ofย cancerย cells.