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High resolution in-vitro and in-vivo X-ray micro-CT imaging using synchrotron radiation Alberto Bravin ID17 Biomedical Beamline European Synchrotron Radiation Facility (Grenoble, France) [email protected] BIONECA COST ACTION: SECOND TRAINING SCHOOL Dubrovnik – 22 October 2018

High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

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Page 1: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

High resolution in-vitro and in-vivo X-ray micro-CT imaging using synchrotron

radiation

Alberto Bravin

ID17 Biomedical BeamlineEuropean Synchrotron Radiation Facility (Grenoble, France)

[email protected]

BIONECA COST ACTION: SECOND TRAINING SCHOOL

Dubrovnik – 22 October 2018

Page 2: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

OUTLINE

Page 2

- Looking in inside biological samples in 3D: tomography

- Absorption contrast and phase contrast: a magic team. Applications in neuroimaging

- Synchrotrons and synchrotron radiation

Page 3: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

1895?

Spiral CTCT Hounsfield

60ies

AdA, INFN, Rome

Getty Archives

today

SR: Largest X-ray source

Research

Hospital CT machine

Clinics

’70 HousfieldCT machine

Page 4: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

LOOKING INSIDE SAMPLES: X-RAY TECHNIQUES

Page 4

Contrast type Information

Absorption radiographyPhase contrast radiography Morphology/Functioning

Composition

Structure

Chemical state

Fluorescence

EXAFS/XANES

Small angle scatteringDiffraction

Page 5: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

THE ELECTROMAGNETIC SPECTRUM

Page 5

Page 6: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

X-RAY RADIOGRAPHY: PRINCIPLE

Page 6

X-ray source

X-ray beamdetector

X-ray absorption imaging I = I0 exp (-µx)

Image: a map of the differential absorption of X-rays by the tissues

Beer-Lambert law

Bone (Ca): high absorption, high contrastSoft tissues (H, O, C, N): low absorption, low contrast

Page 7: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

LIMITS OF X-RAY RADIOGRAPHY

Page 7

Mammography Bone and cartilage

Tumors in dense (glandular) breasts are masked by tissues

Cartilage (low density) in between Bones are invisible

Page 8: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

THE KEY ACTORS

Page 8

Radon 1917

1979: Nobel Prize for Medicine

The development of computing technologies by

EMI-Beatles

Maizlin, Zeev V. et a. J. Comp.Assisted Tomography 2012

Page 9: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

360°

90° 270°

360°

CT BASIC PRINCIPLES

Rotating sample

Detector Sinogram

Computing(reconstruction algorithms)

3D image

X-rays

Page 10: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

STATE OF THE ART WHOLE BODY COMPUTED TOMOGRAPHY

Page 10

Page 11: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

CHALLENGES IN CONVENTIONAL CT IMAGING

Page 11

• Limited spatial resolution: to 250 µm in clinics (dose) and ~3-10 µm in desktop scanners (large source size)

• Dose to the tissues -> increases with the square of the inverse of the pixel size

• pediatric imaging (all organs)• prenatal imaging• radiosensitive organs (breast, thyroid, gonads, etc)

• Limited sensitivity for soft tissues --> limited diagnostic capability

Page 12: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

Phase contrast imaging: an extremely powerful imaging technique

A HINT OF PHASE CONTRAST IMAGING

Page 13: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

11/11/201813

Page 14: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

INTERFERENCE PHENOMENA ON A LAKE SURFACE

Page 14

One source: circular waves Two sources: interference

Interference peaks and valleys (no intensity)

Page 15: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

IS LIGHT A WAVE?

Page 15

Green laser light on a ball: diffraction patternSide view

YES and it shows all diffraction phenomena

The same diffraction effects occur at X-ray wavelengths

Page 16: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

THE PHASE CONTRAST PRINCIPLE

Page 16

Sample transmission detection

Absorption coefficient mapping

Wave front modification

Phase contrast detection

6 periods

Free e.m. wave

The sample reduces wave amplitude and determines a phase shift

Page 17: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

THE REFRACTION INDEX

Page 17

Wave amplitude(absorption)

Wave shift(refraction)

Page 18: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

FULL WAVE OPTICAL PROBLEM

Page 18

Ain(x,y) F(x,y)Ao(x,y)= Ain(x,y) F(x,y)

F(x,y) =F0(x,y) eiϕ(x,y)

Amplitude Phase

Page 19: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

THE DELTA/BETA GAIN!

Page 19

Page 20: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

PHASE CONTRAST IMAGING: PROPAGATION BASED

Page 20

Intensity

Phase signal(post-processing

Paganin phase retrieval)

Page 21: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

TECHNIQUES AVAILABLE FOR PHASE CONTRAST IMAGING

EDGE-ILLUMINATION

Optimal radiation is monochromatic collimated, and coherent X-rays, presently available only at synchrotron radiation sources

Page 22: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

PHASE CONTRAST IMAGING APPLIED TO MEDICINE

Page 22

Taking an X-ray image with early Crookes tube apparatus, 1896-1899.

Like for the X-ray discovery,medicine was immediately found as one of the most interesting final targets of phase contrast imaging

Page 23: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

PHC IN THE 90IES: FROM NYLON WIRES TO FIRST MAMMOGRAPHY

Page 23

F. Arfelli, A. Bravin et al, Radiology 215, 2000

F.Arfelli, A. Bravin et al, Physics in Medicine and Biology 43, 1998

Conventional radiography

Phase contrast Images acquired at

Elettra synchrotron, Trieste,1997-1998

Page 24: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

Keyriläinen et al. Radiology, 2008

Conventional Phase contrast (ABI)

30 keV(synchrotron radiation)

80 kVp and 50 mAs(conventional X-ray tube)

MGD=6.9 mGy MGD=1.9 mGy

LOW DOSE AND HIGH RESOLUTION HUMAN BREAST CT

Keyriläinen et al. Radiology, 2008

Page 25: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

Page 25

26 keVSi (333)

8 µm pixel size

Correlation with histology

VICT of normal cartilageOSTEOARTHRITIC AND NORMAL HUMAN PATELLA CARTILAGE

Coan et al. Inv. Rad. 2010 Jul;45(7):437

Page 26: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

CT OF FULL HUMAN KNEES (POST MORTEM)

Page 26

Good and sharp depiction of the cartilage bone interface

1cm

Conventional CT PCI- CTMRI

bone imagesoft tissue imageHorng et al. Inv. Rad. 2014 Sep;49(9):627-34

Page 27: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

VICT of normal cartilageHIGH-RESOLUTION PHASE-CONTRAST CT OF FULL HUMAN KNEES

dorsal joint

capsule

meniscus

transverse ligament

tendons

patellartendon

muscle

Cruciate ligaments

artery

Horng et al. Invest. Radiol. 2014

Page 28: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

Applications to neurosciences

(since ~2000)

Page 29: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

HIGH RESOLUTION PCI-CT ON HEALTHY AND PATHOLOGICAL RAT BRAIN

Page 29

sagittal slice

cerebellar coronal slice

Assessing the microscopic effects of radiation therapy on brain tumors in brains (microvasculature)

Pixel size: 7.9 micronPCI techniquePaganin’s phase retrieval

Barbone et al., Int J Radiation Oncol Biol Phys, Vol. 101, No. 4, pp. 965-984, 2018

Page 30: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

HIGH RESOLUTION PCI-CT ON HEALTHY RAT BRAIN

Page 30

sagittal slice

cerebellar coronal slice

Dorsal hippocampus, Hammon’s Horn and Dentate Gyrus

third (V3) and lateral ventricles (VL)

the striated architecture of the caudate-putamen

Barbone et al., Int J Radiation Oncol Biol Phys, Vol. 101, No. 4, pp. 965-984, 2018

Page 31: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

PHASE CONTRAST MICRO-CT VS MRI

Page 31

Rat hippocampus

Phase contrast imaging 7T MRI Histology

Pixel size: 7.9 micronPCI techniquePaganin’s phase retrieval

Barbone et al., Int J Radiation Oncol Biol Phys, Vol. 101, No. 4, pp. 965-984, 2018

Page 32: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

HIGH RESOLUTION PCI-CT ON HEALTHY RAT BRAIN

Page 32 l Title of Presentation l Date of Presentation l Author

e. brain intra-cortical vessel-tree 3D segmentation

d. microscopic (> 16 µm-thick) superficial and internal blood vessels

e fMV

ICVT

1 mm

NO CONTRAST AGENT USED

f. zoom-in of densely-packed deep micro-vasculature

Page 33: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

HIGH RESOLUTION PCI-CT ON TUMOR BEARING RAT BRAIN

Page 33

a. coronal 9L glioblastoma in the thalamus

b. GBM tissue infiltration : island-like and tentacularcancer regions invading healthy tissue

Pixel size: 7.9 micronPCI techniquePaganin’s phase retrieval

Barbone et al., Int J Radiation Oncol Biol Phys, Vol. 101, No. 4, pp. 965-984, 2018

Page 34: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

Page 34 l Title of Presentation l Date of Presentation l Author

ID17, ESRFTomcat, PSI

Page 35: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

MESENCHYMAL STEM CELL IN THE THERAPY OF MULTIPLE SCLEROSIS

Page 35

Multiple Sclerosis is an autoimmune disease leading to demyelination, axonal damage and neuronal loss.

Alterations in vasculature are a central component of the demyelinating diseasesStudy made on experimental autoimmune encephalomyelitis mouse model

Lumbar spinal cord. Pixel size: 3.1 micron, bar: 20 micron

control EAE EAE+ MC

A. Cedola, A. Bravin et al. Scientific Reports Jul 19;7(1):5890 (2017)

Page 36: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

MESENCHYMAL STEM CELL IN THE THERAPY OF MULTIPLE SCLEROSIS

Page 36

Decrease in vessel density at disease onset as compared to healthy mice, which was not observed in EAE-affected mice treated with MSC.

A. Cedola, A. Bravin et al. Scientific Reports Jul 19;7(1):5890 (2017)

EAE+ MCEAE untreated

Animals sacrificed 5 days from onset. Pixel size: 130 nm

Scale bar: 8 μm

Page 37: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

Page 37

STATE OF THE ART IN PHASE CONTRAST MICRO CT

Motor neuron nuclei in axial and coronal view

G. Begani Provinciali, F. Palermo, M. Fratini, I. Bukreeva, A. Cedola, et al, CNR-Nanotec,unpublished

Mouse spinal cord, post-mortemVoxel: 3.52 µm2 x 1 mm

Page 38: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

MONKEY EYE

Optical nerve

A. Mittone, et al. Physica Medica 51 (2018) 7–12

Page 39: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

WHAT IS A SYNCHROTRON?

Page 39

- A source of X-rays produced by relativistic electrons of special characteristics:

- Extremely intense: the most intense on earth

- Highly collimated

- Brilliant

- Tunable in energy

“A very large microscope to see deep inside matter”

Page 40: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

l Title of Presentation l Date of Presentation l AuthorPage 40

Page 41: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

Why is SR interesting for imaging?- ~106X more intense than medical X-ray generators or LINACS- tunable monochromatic energy- parallel beam- micrometric spatial resolution

SYNCHROTRON RADIATION FOR MEDICAL APPLICATIONS

Page 42: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

A SYNCHROTRON IN 30”

“Synchrotron technology Diamond Light Source”. “Europe's premier X-ray source”

Credits to:

Page 43: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

WALKING NEXT TO THE ESRF ELECTRON STORAGE RING

Page 44: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

3 larger facilities5 with dedicated medical beamlines

APS, USA ESRF, France SPring 8, Japan

SYNCHROTRONS IN THE WORLD

Page 45: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

THE ESRF AND THE ID17 MEDICAL BEAMLINE

Page 46: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

The ESRF today – a consortium of 22 Countries

Membres:France 27,5 %Germany 24 %Italy 13,2 %UK 10,5 %Russia 6 %Benesync 5,8 %(Belgique, Pays-Bas)Nordsync 5 %(Danemark, Finlande, Norvège, Suède)Spain 4 %Suisse 4 %

Associated:Israël 1,5 %Austria 1,3 %Centralsync 1,05%(République Tchèque, Hongrie, Slovaquie)Polonie 1 %Portugal 1 %India 0,66%South Africa 0,3 %

Annual Budget: 100 millions euroPersonnel : 630 employees, from 40 different countries

Contribution en %

du budget

THE ESRF

Page 47: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

THE PRESENT ID17 LAYOUT

Page 47

A. BRAVIN ASN, October 1st, 2009

White beam hutch:Microbeam Radiation Therapy & Radiosurgery

Monochromatic beam hutch:Imaging & Stereotactic Synchrotron Radiation Therapy

Page 48: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

THE EUROPEAN SYNCHROTRON RADIATION FACILITY

Page 48 Lightning on the ESRF, 2002

Page 49: High resolution in-vitro and in-vivo X-ray micro-CT ... · Applications in neuroimaging-Synchrotrons and synchrotron radiation. FROM THE X-RAYS DISCOVERY TO SYNCHROTRON RADIATION

University of Milano-BicoccaGuido CavalettiCecilia Ceresa Gabriella NicoliniSara Semperboni

ESRFAlberto MittoneVeronica Del GrossoPeter CloetensAlexandra PacureanuHerwig Requardt

THANK YOU FOR YOUR ATTENTION

University of PadovaValentina Gandin

LMU, MunichPaola CoanGiacomo BarboneJohannes StroebelEmamnuel Brun

Alessia CedolaMichela FratiniLorenzo MassimiFrancesco BrunGabriele Biella

Antonio Zippo

ACKNOWLEDGMENTS