17-2-2021
nPOD Nanotomy:
Large-scale EM dbase for T1D
Ben N. G. Giepmans
b.n.g.giepmans@umcg.nl
Principal Investigator
Dept. Biomedical Sciences of Cells & Systems
University Medical Center Groningen (UMCG)
cellbiology.nl
Scientific Director
UMCG Microscopy & Imaging Center (UMIC)
umic.info
nPOD Nanotomy Core Director
jdrfnPOD.org
Open access EM-data
nanotomy.org
Pancreas –
Gray’s Anatomy (~1860)
1 µm
2 µm
100 nm
100 nm
Recognizing hormones and cells
www.nanotomy.org
www.jdrfnPOD.org
www.jdrfnPOD.org
nPOD nanotomy: Procedure & special microscope
Sample prep
Panorama & analysis
1. Network/ biobank
donors T1D (T2D)
auto-antibody positive
control
2. Global network: T1D cause & cure
Islets have been fixed for EM and stored in the fridge (Florida)
Shipped to Groningen for Nanotomy:
From biobank to data repository
EM of donors is easily accessible worldwide
Only a mouse click away!
title
Large scale EM (Nanotomy)
13
rbv3.com/blog/wp-content/uploads/2014/03/Google.jpg nanotomy.org
Nano-anatomy: anatomy of tissues, cells, organelles
at the macromolecular level, “Google-tissue”
Major benefits of Nanotomy:
- Overview and high resolution
- Rare events may be imaged
- Unbiased examination of tissue,
cells, organelles and molecules
- Open access raw data sharing
- Routine technique
- …. Grey scale, like Paul Langerhans
www.nanotomy.org
Multicolor EM with nm-scale resolution?
14
15
Bushberg et al. (2011)
Energy dispersive X-rays (EDX)
16
www.bpc.edu
Ben’s mouse pad
X-ray spectrum of gold versus cadmium
17
www.xrfresearch.com
EDX reveals Cd in QDs labeling insulin
18
Multi-colour nm-scale EM (G4 and insulin)
Multi-colour nm-scale EM (G4 and insulin)
Elemental maps
21
Au Ca Cd Cl Fe
K Mg N Na Os
P S Se U Zn
Contrast /morphology: Distinct granules?
22
www.nanotomy.org
Distinct granules based on elements!
23
Distinct granules based on elements!
24
Multi-color EM with nm-scale resolution
25
Distinct granules in the same cell?!
17-2-2021
Address aberrant cells in nPOD nanotomy
Nature Communications (2020) 11:2475
ColorEM: exocrine-endocrine cells in T1D
N P S
ND:
6227
T1D:
6228
Nature Communications (2020) 11:2475
Donors per group with intermediate cells:
- Control 13%
- AAb+ 23%*
- T1D 38%*
*strongly affected morphology
ColorEM: exocrine-endocrine cells in T1D
T1D:
6228
Nature Communications (2020) 11:2475
Donors per group with intermediate cells:
- Control 13%
- AAb+ 23%*
- T1D 38%*
*strongly affected morphology
N P S
ColorEM: exocrine-endocrine cells in T1D
Type 1 diabetes: 6243
Control: 6227 Autoantibody-positive: 6301
Donors per group with intermediate cells:
- Control 13%
- AAb+ 23%*
- T1D 38%*
*strongly affected morphology
Nature Communications (2020) 11:2475
Type 1 diabetes is a disease of the whole pancreas
Significantly reduced pancreas in T1D, auto-antibody+ donors, and first-degree relatives
Loss of trophic
effect of insulin
Exocrine pancreas affects
islets at T1D onset
Granular mixing pre-dominant in early onset T1D
Q: does the exocrine
pancreas affect the islet
as trigger for T1D?
Curr Diab Rep. 2015 October ; 15(10): 79
Large scale EM (Nanotomy)
32
rbv3.com/blog/wp-content/uploads/2014/03/Google.jpg nanotomy.org
Nano-anatomy: anatomy of tissues, cells, organelles
at the macromolecular level, “Google-tissue”
Major benefits of Nanotomy:
- Overview and high resolution
- Rare events may be imaged
- Unbiased examination of tissue,
cells, organelles and molecules
- Open access raw data sharing
- Routine technique
- Grey scale data - ColorEM
- Fixed (non-living) material
specification
sheet
FAST-EM
Image with 64 beams in parallel
3
4
FAST-EM high-throughput imaging
www.delmic.com
Current microscope (75 min/ Gigapixel) Protoype FAST-EM (4 min/ Gigapixel)
FAST-EM will solve the current acquisition rate bottleneck
2. CLEM & ColorEM
1. nanotomy.org
3. Exocrine/endocrine cells
Probes for microscopy
Islet microscopy: Key signatures & niches
Use of nPOD nanotomy by you
Bart O. Roep
There Is Something About Insulin Granules
Diabetes Dec 2020, 69 (12) 2575-2577
DOI: 10.2337/dbi20-0039
Muralidharan (…) Linnemann
Beta cell autophagy is impaired in T1D Diabetologia Jan 31
2021 https://doi.org/10.1007/s00125-021-05387-6
Illustration: nanotomy.org
Applied data mining from nanotomy.org
CLEM, probes, nanotomy & ColorEM
“Superdepuper” resolution colorEM with EDX
Endogenous elements (S; P; distinct vesicles)
Paint organelles (Os, W)
Identify labels (Cd, Au)
Quantify and identify with probes for CLEM
Quantify EM-labels (Golddigger)
High spatiotemporal resolution
Revolution in computer sciences allow data
acquisition and data sharing
Large-scale EM
www.nanotomy.org
Science
(2006)
Acknowledgements
University Medical Center Groningen
Kim Kats
Peter Duinkerken
Jeroen Kuipers
Nicole Pirozzi
Klaas Sjollema
Anouk Wolters
Marit de Beer
Astone Shi
Noura Faraj
Anusha Aswath
Pascal de Boer
Delft University of Technology
Marijke Scotuzzi
Dasha Wensveen
Lennard Voortman
Kees Hagen
Aditi Srinivasa Raja
Elizabeth Carroll
Jacob Hoogenboom
nPOD/
University of Florida
Irina Kursmartseva
Martha Campbell-Thompson
Mark Atkinson

dkNET Webinar - nPOD Nanotomy: Large-Scale Electron Microscopy Database For Human Type 1 Diabetes 02/12/2021

  • 1.
    17-2-2021 nPOD Nanotomy: Large-scale EMdbase for T1D Ben N. G. Giepmans b.n.g.giepmans@umcg.nl Principal Investigator Dept. Biomedical Sciences of Cells & Systems University Medical Center Groningen (UMCG) cellbiology.nl Scientific Director UMCG Microscopy & Imaging Center (UMIC) umic.info nPOD Nanotomy Core Director jdrfnPOD.org Open access EM-data nanotomy.org
  • 2.
  • 6.
    1 µm 2 µm 100nm 100 nm Recognizing hormones and cells
  • 7.
  • 8.
  • 9.
  • 10.
    nPOD nanotomy: Procedure& special microscope Sample prep Panorama & analysis
  • 11.
    1. Network/ biobank donorsT1D (T2D) auto-antibody positive control 2. Global network: T1D cause & cure Islets have been fixed for EM and stored in the fridge (Florida) Shipped to Groningen for Nanotomy: From biobank to data repository EM of donors is easily accessible worldwide Only a mouse click away!
  • 12.
  • 13.
    Large scale EM(Nanotomy) 13 rbv3.com/blog/wp-content/uploads/2014/03/Google.jpg nanotomy.org Nano-anatomy: anatomy of tissues, cells, organelles at the macromolecular level, “Google-tissue” Major benefits of Nanotomy: - Overview and high resolution - Rare events may be imaged - Unbiased examination of tissue, cells, organelles and molecules - Open access raw data sharing - Routine technique - …. Grey scale, like Paul Langerhans www.nanotomy.org
  • 14.
    Multicolor EM withnm-scale resolution? 14
  • 15.
    15 Bushberg et al.(2011) Energy dispersive X-rays (EDX)
  • 16.
  • 17.
    X-ray spectrum ofgold versus cadmium 17 www.xrfresearch.com
  • 18.
    EDX reveals Cdin QDs labeling insulin 18
  • 19.
    Multi-colour nm-scale EM(G4 and insulin)
  • 20.
    Multi-colour nm-scale EM(G4 and insulin)
  • 21.
    Elemental maps 21 Au CaCd Cl Fe K Mg N Na Os P S Se U Zn
  • 22.
    Contrast /morphology: Distinctgranules? 22 www.nanotomy.org
  • 23.
    Distinct granules basedon elements! 23
  • 24.
    Distinct granules basedon elements! 24
  • 25.
    Multi-color EM withnm-scale resolution 25 Distinct granules in the same cell?!
  • 26.
  • 27.
    Address aberrant cellsin nPOD nanotomy Nature Communications (2020) 11:2475
  • 28.
    ColorEM: exocrine-endocrine cellsin T1D N P S ND: 6227 T1D: 6228 Nature Communications (2020) 11:2475 Donors per group with intermediate cells: - Control 13% - AAb+ 23%* - T1D 38%* *strongly affected morphology
  • 29.
    ColorEM: exocrine-endocrine cellsin T1D T1D: 6228 Nature Communications (2020) 11:2475 Donors per group with intermediate cells: - Control 13% - AAb+ 23%* - T1D 38%* *strongly affected morphology N P S
  • 30.
    ColorEM: exocrine-endocrine cellsin T1D Type 1 diabetes: 6243 Control: 6227 Autoantibody-positive: 6301 Donors per group with intermediate cells: - Control 13% - AAb+ 23%* - T1D 38%* *strongly affected morphology Nature Communications (2020) 11:2475
  • 31.
    Type 1 diabetesis a disease of the whole pancreas Significantly reduced pancreas in T1D, auto-antibody+ donors, and first-degree relatives Loss of trophic effect of insulin Exocrine pancreas affects islets at T1D onset Granular mixing pre-dominant in early onset T1D Q: does the exocrine pancreas affect the islet as trigger for T1D? Curr Diab Rep. 2015 October ; 15(10): 79
  • 32.
    Large scale EM(Nanotomy) 32 rbv3.com/blog/wp-content/uploads/2014/03/Google.jpg nanotomy.org Nano-anatomy: anatomy of tissues, cells, organelles at the macromolecular level, “Google-tissue” Major benefits of Nanotomy: - Overview and high resolution - Rare events may be imaged - Unbiased examination of tissue, cells, organelles and molecules - Open access raw data sharing - Routine technique - Grey scale data - ColorEM - Fixed (non-living) material
  • 33.
  • 34.
    Image with 64beams in parallel 3 4 FAST-EM high-throughput imaging www.delmic.com
  • 35.
    Current microscope (75min/ Gigapixel) Protoype FAST-EM (4 min/ Gigapixel) FAST-EM will solve the current acquisition rate bottleneck
  • 36.
    2. CLEM &ColorEM 1. nanotomy.org 3. Exocrine/endocrine cells Probes for microscopy Islet microscopy: Key signatures & niches
  • 37.
    Use of nPODnanotomy by you Bart O. Roep There Is Something About Insulin Granules Diabetes Dec 2020, 69 (12) 2575-2577 DOI: 10.2337/dbi20-0039 Muralidharan (…) Linnemann Beta cell autophagy is impaired in T1D Diabetologia Jan 31 2021 https://doi.org/10.1007/s00125-021-05387-6 Illustration: nanotomy.org Applied data mining from nanotomy.org
  • 38.
    CLEM, probes, nanotomy& ColorEM “Superdepuper” resolution colorEM with EDX Endogenous elements (S; P; distinct vesicles) Paint organelles (Os, W) Identify labels (Cd, Au) Quantify and identify with probes for CLEM Quantify EM-labels (Golddigger) High spatiotemporal resolution Revolution in computer sciences allow data acquisition and data sharing Large-scale EM www.nanotomy.org Science (2006)
  • 39.
    Acknowledgements University Medical CenterGroningen Kim Kats Peter Duinkerken Jeroen Kuipers Nicole Pirozzi Klaas Sjollema Anouk Wolters Marit de Beer Astone Shi Noura Faraj Anusha Aswath Pascal de Boer Delft University of Technology Marijke Scotuzzi Dasha Wensveen Lennard Voortman Kees Hagen Aditi Srinivasa Raja Elizabeth Carroll Jacob Hoogenboom nPOD/ University of Florida Irina Kursmartseva Martha Campbell-Thompson Mark Atkinson