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Magnetic Resonance Imaging: The
Diffusion and ADC Imaging way
Robert Cruz, DVM, MSc (Rad Health Sci),
DACVR
Outline
 Basics (very) of MRI-DWI and ADC
physics
 Image contrast formation
 DWI in brain lesions and oncology
 Cases
 Human cases (best examples, biopsy)
 Vet medicine cases (not confirmed, wlel most
of them)
Conventional Magnetic Resonance: Magnetic Nuclei.
Image contrast based on proton behavior in the
tissue
 No magnetic field
 Applied magnetic field
•Net Magnetization Vector (M)
•Increases as Bo Increases
•High field strength – better signal
•Natural precessional frequency
•It varies with field strength (ω0=B0 x γ)
Net magnetization vector
 This net magnetization
becomes the source of our MR signal and is
used to produce MR images.
Absorption of RF energy.
Longitudinal relaxation or T1
relaxation
 As energy is absorbed from the RF pulse, the net magnetization
rotates away from the longitudinal direction. The amount of rotation
(termed the flip angle) depends on the strength and duration of the
RF pulse.
 Longitudinal relaxation or T1 relaxation: The rate at
which this longitudinal magnetization grows back is
different for protons associated with different tissues
 Fundamental source of contrast in T1-weighted images.
T1-weighted images
 During the RF pulse, the protons begin to precess
together (they become “in phase”).
 Immediately after the 90° RF pulse, the protons are still
in phase but begin to dephase due to several effects
 Different tissues have different values of T2 and
dephase at different rates.
 Different tissues have different rates of T2
relaxation.
 T2-weighted contrast.
 Image is obtained at a time when the relaxation
curves are widely separated
 T2-weighted contrast will be maximized.
How the image is acquired in
Conventional MRI : Pulse sequences/ the
TR’s and TE’s
Pulse
sequences
Spin echo
Inversion
recovery
T1, T2, PD
FLAIR
STIR
Gradient echo
T1 and T2
Saturation
sequence
Fat Sat
Water Sat
T1 and T2
MRI Diffusion-Weighted Imaging:
a little bit of history first (by knowing our history we
will built a better future!)
 History of Diffusion of molecules
In 1827, Robert Brown used a microscope to observe the
continuous random motion of pollen grains suspended in
water. Then A. Einstein published paper explaining that
pollen was being moved by water molecules in motion
 This movement, later named Brownian motion in his honor,
is the cause of molecular diffusion.
 Diffusion of molecules in a liquid medium
 Molecules in a liquid that is contained within a small cavity will
diffuse randomly until they encounter the walls: diffusion will be
unrestricted.
 Diffusion becomes increasingly restricted as the molecules
encounter the walls
•Denis Le Bihan et al described how the “microscopic random
translational motion” of molecules in fluid could be used to
obtain physiologic information:
1. The water molecules found in tissues are either intracellular, extracellular, or
in a vessel.
1. Diffusion of intracellular water molecules is impeded by organelles and the
cell membrane.
2. Diffusion of extracellular water is affected by the cellularity of the tissue,
tissue tracts, and the boundaries of the tissue compartments
MRI Diffusion-Weighted Imaging:
a little bit of history first
Normal liver Liver tumor
•In 1965 first description of DWI
•In 1986 diffusion MRI : diagnostic tool for neurologic disorders.
•Denis Le Bihan et al described how the “microscopic random
translational motion” of molecules in fluid could be used to
obtain physiologic information:
MRI Diffusion-Weighted Imaging:
a little bit of history first
Normal liver Liver tumor
MRI Diffusion-Weighted Imaging:
a little bit of history first
In 1990, Michael Moseley et al published
an article on early detection of regional
cerebral ischemia in cats and compared
routine T2-weighted MRI, DWI, and
magnetic resonance spectroscopy
 MR Diffusion weighted images
 Signal is based on motion of water
molecules
 Molecular motion leads to loss of
signal
 A strong MRI signal comes from
tissues with stationary molecules
 The Apparent Diffusion Coefficient
(ADC) can be measured to obtain a
quantitative evaluation
Pulsed Gradient in Diffusion-weighted MR
Imaging for image formation
Two strong gradient pulses are used/applied that allow controlled
diffusion weighting, according to the following equation:
The degree of diffusion-weighting applied
is indicated by the b-value (measured in s
mm−2).
Pulsed Gradient in Diffusion-weighted MR
Imaging for image formation
Two strong gradient pulses are used/applied that allow controlled
diffusion weighting, according to the following equation:
The degree of diffusion-weighting applied is indicated by the b-
value (measured in s mm−2).
Tissues with highly mobile water, such as cerebrospinal fluid (CSF)
(strong diffusion) appear dark due to dephasing part of the
contributing spins.
Hyperintense areas = reduced diffusion
However, the hyperintense lesion on a diffusion-weighted image
may reflect a strong T2 effect (aka: T2 "shine-through" effect)
instead of reduced diffusion.
MRI Diffusion-Weighted Imaging
Image contrast:
1. tissue cellularity
2. integrity of cell membranes
MRI Diffusion-Weighted Imaging
Image contrast:
1. tissue cellularity
2. integrity of cell membranes
The Tricky part: T2 shine through
Areas of restricted diffusion may appear bright
in the DWI sequence: false positive for real
leison
Apparent diffusion coefficient
(ADC) is a measure of the magnitude
of diffusion (of water molecules) within
tissue, and is commonly
clinically calculated using MRI
with diffusion weighted imaging (DWI)
The Tricky part:
Areas of increased diffusion:
May appear hyperintense, isointense,or
hypointense on DWI images depending on the
strength of the T2 and diffusion components,
But will appear hyperintense on the ADC
map
•To eliminate T2 shine through diffusion coefficient maps
can be calculated.
•A diffusion map can be calculated by combining at least
two diffusion-weighted images that are differently
sensitized to diffusion but remain identical with respect
to the other parameters
MRI DWI vs ADC
ADC image = -1/b ln (DW image/T2W image)
DWI/ADC-indications:
Mandatory in all patients referred with a suspicion
of stroke or cerebrovascular disease
• Any cystic lesions (e.g., to differentiate abscess
from necrotic tumor, or epidermoid from arachnoid
cyst)
• Trauma to detect diffuse axonal injury (DAI) and
hemorrhagic lesions; findings on DWI are believed
to correlate closely with outcome
• Brain tumors to assess cell density
• The modus operandi should be: “diffusion
imaging for all neuro-patients”
Normal Brain
Stroke
Theories for decreased diffusion in acute stroke
1. Failure of Na+/K+ ATPase and other ionic pumps with loss of
ionic gradients across membranes. This leads to a massive shift
of water from the extracellular into the intracellular compartment
(cytotoxic edema)
2. Decrease in the size of the extracellular space due to fluid
shifts and cell swelling with a resultant increase in extracellular
space tortuosity
Increased intracellular viscosity and intracellular space tortuosity
secondary to breakdown of organelles and the cytoskeleton
Increased cell membrane permeability
Acute Infarction. Human data
Early (within the first 6 hours after stroke)
CT signs of brain ischemia are subtle and difficult to detect.
On conventional MR images, early (within the first 6 hours after
stroke) morphologic signs (produced by tissue swelling) are
detected in 50% of acute infarctions; however, signal abnormalities
are not detected.
With diffusion-weighted imaging of acute infarction (within the first
6 hours after stroke), 94% sensitivity and 100% specificity have been
reported.
Acute Infarction
Early (within the first 6 hours after stroke)
Strokes
Infarct Evolution
Infarct: Top- 2hrs; bottom 3 d after tx
Non hemorrhagic infarct
Oligodendroglioma
MRI Diffusion-Weighted
Imaging in oncology
 Measures random motion of water in tissue
 Motion decreases in cellular tissue (tumor)
 Motion increases in necrosis or apoptosis (treated
tumor)
 Can do subjective and quantitative analysis
 Quantitative measurement is ADC (apparent diffusion
coefficient)
 Does not require contrast
Diffusion Weighted MRI w/o ADC: Basic
Image in oncology
 Viable tumors
 High cell density
 Less water motion
 Bright (higher signal)
 Necrotic tumors
 Few membranes
 More water motion
 Dark
Tumor
Cystic
changes/
necrosis
Meningioma
Astrocytoma
Mets
Atrocytoma in dogs
Meningioma
Liver mets; DWI w/o ADCB value effects
 b= 300 b=600
Radiation Tumor response:
radiation necrosis
Radiation Tumor response:
tumor is seen
Radiation Tumor response
The value of diffusion-weighted imaging for
monitoring the chemotherapeutic response of
osteosarcoma: a comparison between average
apparent diffusion coefficient and minimum
apparent diffusion coefficient: Human Data
With both the average ADC and the minimum ADC, post-chemotherapy values were
significantly higher than pre-chemotherapy values (P < 0.05).
The patients with a good response had a significantly higher minimum ADC ratio
than those with a poor response (1.01 + or - 0.22 and 0.55 + or - 0.29 respectively,
P < 0.05).
CONCLUSION:
The minimum ADC is useful for evaluating the chemotherapeutic response of
osteosarcoma
Presumptive brain mass/tumor
Dog from UOG
Vasogenic edema: previous case
DWI Liver
B=0
B=500
ADC
DWI Liver: tumor
b= 500 ADC
USUAL APPEARANCE OF CEREBRAL
ABSCESS ON MRI
USUAL APPEARANCE OF
CEREBRAL ABSCESS ON MRI
DWI: Same patient in
previous two slides.
There is marked high
signal intensity in the
abscess corresponding
to restricted diffusion of
water molecules in the
cavity. Note mild
hyperintensity
surrounding the cavity
due to “T2 shine
through” from edema.

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DWI/ ADC MRI principles/ applications in veterinary medicine

  • 1. Magnetic Resonance Imaging: The Diffusion and ADC Imaging way Robert Cruz, DVM, MSc (Rad Health Sci), DACVR
  • 2. Outline  Basics (very) of MRI-DWI and ADC physics  Image contrast formation  DWI in brain lesions and oncology  Cases  Human cases (best examples, biopsy)  Vet medicine cases (not confirmed, wlel most of them)
  • 3. Conventional Magnetic Resonance: Magnetic Nuclei. Image contrast based on proton behavior in the tissue  No magnetic field  Applied magnetic field •Net Magnetization Vector (M) •Increases as Bo Increases •High field strength – better signal •Natural precessional frequency •It varies with field strength (ω0=B0 x γ)
  • 4. Net magnetization vector  This net magnetization becomes the source of our MR signal and is used to produce MR images. Absorption of RF energy.
  • 5. Longitudinal relaxation or T1 relaxation  As energy is absorbed from the RF pulse, the net magnetization rotates away from the longitudinal direction. The amount of rotation (termed the flip angle) depends on the strength and duration of the RF pulse.  Longitudinal relaxation or T1 relaxation: The rate at which this longitudinal magnetization grows back is different for protons associated with different tissues  Fundamental source of contrast in T1-weighted images.
  • 7.  During the RF pulse, the protons begin to precess together (they become “in phase”).  Immediately after the 90° RF pulse, the protons are still in phase but begin to dephase due to several effects
  • 8.  Different tissues have different values of T2 and dephase at different rates.  Different tissues have different rates of T2 relaxation.  T2-weighted contrast.  Image is obtained at a time when the relaxation curves are widely separated  T2-weighted contrast will be maximized.
  • 9. How the image is acquired in Conventional MRI : Pulse sequences/ the TR’s and TE’s Pulse sequences Spin echo Inversion recovery T1, T2, PD FLAIR STIR Gradient echo T1 and T2 Saturation sequence Fat Sat Water Sat T1 and T2
  • 10.
  • 11. MRI Diffusion-Weighted Imaging: a little bit of history first (by knowing our history we will built a better future!)  History of Diffusion of molecules In 1827, Robert Brown used a microscope to observe the continuous random motion of pollen grains suspended in water. Then A. Einstein published paper explaining that pollen was being moved by water molecules in motion  This movement, later named Brownian motion in his honor, is the cause of molecular diffusion.  Diffusion of molecules in a liquid medium  Molecules in a liquid that is contained within a small cavity will diffuse randomly until they encounter the walls: diffusion will be unrestricted.  Diffusion becomes increasingly restricted as the molecules encounter the walls
  • 12. •Denis Le Bihan et al described how the “microscopic random translational motion” of molecules in fluid could be used to obtain physiologic information: 1. The water molecules found in tissues are either intracellular, extracellular, or in a vessel. 1. Diffusion of intracellular water molecules is impeded by organelles and the cell membrane. 2. Diffusion of extracellular water is affected by the cellularity of the tissue, tissue tracts, and the boundaries of the tissue compartments MRI Diffusion-Weighted Imaging: a little bit of history first Normal liver Liver tumor
  • 13. •In 1965 first description of DWI •In 1986 diffusion MRI : diagnostic tool for neurologic disorders. •Denis Le Bihan et al described how the “microscopic random translational motion” of molecules in fluid could be used to obtain physiologic information: MRI Diffusion-Weighted Imaging: a little bit of history first Normal liver Liver tumor
  • 14. MRI Diffusion-Weighted Imaging: a little bit of history first In 1990, Michael Moseley et al published an article on early detection of regional cerebral ischemia in cats and compared routine T2-weighted MRI, DWI, and magnetic resonance spectroscopy
  • 15.  MR Diffusion weighted images  Signal is based on motion of water molecules  Molecular motion leads to loss of signal  A strong MRI signal comes from tissues with stationary molecules  The Apparent Diffusion Coefficient (ADC) can be measured to obtain a quantitative evaluation
  • 16. Pulsed Gradient in Diffusion-weighted MR Imaging for image formation Two strong gradient pulses are used/applied that allow controlled diffusion weighting, according to the following equation: The degree of diffusion-weighting applied is indicated by the b-value (measured in s mm−2).
  • 17. Pulsed Gradient in Diffusion-weighted MR Imaging for image formation Two strong gradient pulses are used/applied that allow controlled diffusion weighting, according to the following equation: The degree of diffusion-weighting applied is indicated by the b- value (measured in s mm−2).
  • 18. Tissues with highly mobile water, such as cerebrospinal fluid (CSF) (strong diffusion) appear dark due to dephasing part of the contributing spins. Hyperintense areas = reduced diffusion However, the hyperintense lesion on a diffusion-weighted image may reflect a strong T2 effect (aka: T2 "shine-through" effect) instead of reduced diffusion. MRI Diffusion-Weighted Imaging Image contrast: 1. tissue cellularity 2. integrity of cell membranes
  • 19. MRI Diffusion-Weighted Imaging Image contrast: 1. tissue cellularity 2. integrity of cell membranes
  • 20. The Tricky part: T2 shine through Areas of restricted diffusion may appear bright in the DWI sequence: false positive for real leison Apparent diffusion coefficient (ADC) is a measure of the magnitude of diffusion (of water molecules) within tissue, and is commonly clinically calculated using MRI with diffusion weighted imaging (DWI)
  • 21. The Tricky part: Areas of increased diffusion: May appear hyperintense, isointense,or hypointense on DWI images depending on the strength of the T2 and diffusion components, But will appear hyperintense on the ADC map
  • 22. •To eliminate T2 shine through diffusion coefficient maps can be calculated. •A diffusion map can be calculated by combining at least two diffusion-weighted images that are differently sensitized to diffusion but remain identical with respect to the other parameters MRI DWI vs ADC ADC image = -1/b ln (DW image/T2W image)
  • 23. DWI/ADC-indications: Mandatory in all patients referred with a suspicion of stroke or cerebrovascular disease • Any cystic lesions (e.g., to differentiate abscess from necrotic tumor, or epidermoid from arachnoid cyst) • Trauma to detect diffuse axonal injury (DAI) and hemorrhagic lesions; findings on DWI are believed to correlate closely with outcome • Brain tumors to assess cell density • The modus operandi should be: “diffusion imaging for all neuro-patients”
  • 25. Stroke Theories for decreased diffusion in acute stroke 1. Failure of Na+/K+ ATPase and other ionic pumps with loss of ionic gradients across membranes. This leads to a massive shift of water from the extracellular into the intracellular compartment (cytotoxic edema) 2. Decrease in the size of the extracellular space due to fluid shifts and cell swelling with a resultant increase in extracellular space tortuosity Increased intracellular viscosity and intracellular space tortuosity secondary to breakdown of organelles and the cytoskeleton Increased cell membrane permeability
  • 26. Acute Infarction. Human data Early (within the first 6 hours after stroke) CT signs of brain ischemia are subtle and difficult to detect. On conventional MR images, early (within the first 6 hours after stroke) morphologic signs (produced by tissue swelling) are detected in 50% of acute infarctions; however, signal abnormalities are not detected. With diffusion-weighted imaging of acute infarction (within the first 6 hours after stroke), 94% sensitivity and 100% specificity have been reported.
  • 27. Acute Infarction Early (within the first 6 hours after stroke)
  • 30. Infarct: Top- 2hrs; bottom 3 d after tx
  • 32. MRI Diffusion-Weighted Imaging in oncology  Measures random motion of water in tissue  Motion decreases in cellular tissue (tumor)  Motion increases in necrosis or apoptosis (treated tumor)  Can do subjective and quantitative analysis  Quantitative measurement is ADC (apparent diffusion coefficient)  Does not require contrast
  • 33. Diffusion Weighted MRI w/o ADC: Basic Image in oncology  Viable tumors  High cell density  Less water motion  Bright (higher signal)  Necrotic tumors  Few membranes  More water motion  Dark Tumor Cystic changes/ necrosis
  • 36. Mets
  • 39. Liver mets; DWI w/o ADCB value effects  b= 300 b=600
  • 42. Radiation Tumor response The value of diffusion-weighted imaging for monitoring the chemotherapeutic response of osteosarcoma: a comparison between average apparent diffusion coefficient and minimum apparent diffusion coefficient: Human Data With both the average ADC and the minimum ADC, post-chemotherapy values were significantly higher than pre-chemotherapy values (P < 0.05). The patients with a good response had a significantly higher minimum ADC ratio than those with a poor response (1.01 + or - 0.22 and 0.55 + or - 0.29 respectively, P < 0.05). CONCLUSION: The minimum ADC is useful for evaluating the chemotherapeutic response of osteosarcoma
  • 43.
  • 44.
  • 49. USUAL APPEARANCE OF CEREBRAL ABSCESS ON MRI
  • 50. USUAL APPEARANCE OF CEREBRAL ABSCESS ON MRI DWI: Same patient in previous two slides. There is marked high signal intensity in the abscess corresponding to restricted diffusion of water molecules in the cavity. Note mild hyperintensity surrounding the cavity due to “T2 shine through” from edema.