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Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology Baystate Medical Center Tufts University School of Medicine eEdE-06

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Page 1: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

Unforgettable images: A multimodality pictorial

review of dementiaDaniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD

Department of Radiology Baystate Medical Center

Tufts University School of Medicine

eEdE-06

Page 2: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Disclosure

The authors have nothing to disclose.

Page 3: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Dementia» What is dementia?

– Dementia refers to the deterioration in memory, thinking, language, judgment and behavior.

– Differentiating  one type of dementia from another is a clinical challenge. 

» What is the role of imaging in dementia?– Structural imaging is used to rule out treatable causes for the

patient’s symptoms or suggest the presence of comorbidities that may exacerbate dementia symptoms.

– As new disease-modifying agents enter clinical practice, correctly diagnosing the specific type of dementia is becoming increasingly important. Currently there is no single behavioral marker that can reliably discriminate one form of dementia from another

Page 4: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Dementia

» Alzheimer’s Dementia» Frontotemporal Lobe Dementia

• Picks Dementia » Lewy Body Dementia» Parkinson’s Disease with Dementia» Vascular dementia

• Multi-Infarct Dementia• CADASIL• Binswanger Dementia

Page 5: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Alzheimer’s Dementia

» Clinically characterized by progressive memory loss, as well as change in personality and thought– Accounts for 60-70% of dementing disorders– 4 million patients in US– 100,000 deaths/year– $90 billion per year– Projections are for 14 million cases in 2050

» Definitive diagnosis is histopathological demonstration of beta amyloid senile plaques in the cerebral cortex and tau protein neurofibrillary tangles in the nerve cells

Page 6: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Alzheimer’s Imaging: CT» NECT is a helpful screening tool that can exclude potentially

reversible or treatable causes of dementia such as subdural hematoma and normal pressure hydrocephalus. – The earliest identifiable finding on CT is medial temporal lobe

atrophy. – Generalized cortical atrophy is usually a late finding.

Page 7: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Alzheimer’s Imaging: MRI» MRI: Most common changes are

thinned gyri, widened sulci and enlarged lateral ventricles– There is temporal lobe

predominance• particularly the hippocampal

and parahippocampal gyri– Presence of deep white matter

and periventricular white matter areas of high signal intensity on T2WI’s, in the absence of cardiovascular risk factors, are not seen with a statistical significance in patients with AD Axial FLAIR images in a patient

with AD has severe bilateral hippocampal atrophy (arrows).

Page 8: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Alzheimer’s Disease: MR spectroscopy

» Reduced levels of NAA (N-acetyl aspartate) and Increased levels of myoinositol especially in the frontal, temporal and occipital cortex of AD patients presumably due to neuronal loss

Multivoxel MR spectroscopic imaging in (a) a 62-year-old healthy volunteer and (b) an 80-year-old patient with AD. Sample spectra are shown from right temporal lobe (bottom left), left insula (top right) and left thalamus (bottom right). Note the increase in myo-inositol (Ino) and choline (Cho) levels and the decrease in NAA level (short arrows in b) in the right temporal lobe of the patient with AD, compared with those levels in the healthy volunteer, suggesting the presence of gliosis, increased membrane turnover, and neuronal loss in AD. (P)Cre creatine and phosphocreatine.

Neuroimaging and Early Diagnosis of Alzheimer’s Disease : A Look to the Future Radiology, Petrella et al, 2003; 226:315–336

Page 9: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Alzheimer’s Disease: PET and SPECT

– Early disease is seen as bilateral hypometabolism or hypoperfusion of the posterior cingulate and tends to involve the superior posterior parietal cortex• Early in the disease, the findings may be

asymmetric. – As the disease progresses, it involves the frontal

cortices, but to a much lesser extent than parietal and temporal lobe involvement

– The occipital visual cortex, primary somatosensory and motor cortices, basal ganglia, thalamus, and cerebellum are spared

– There is slightly higher sensitivity with F-18 FDG PET (up to 94%) than SPECT (78%-91%), with similar specificities between the 2 modalities

Page 10: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Alzheimer’s Disease: HMPAO SPECT

SPECT imaging with Tc-99m -HMPAO demonstrate subtle reduced cerebral blood flow in the temporoparietal region (arrows)

axial sagittal coronal

Page 11: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Alzheimer’s Disease: FDG PET

FDG PET/CT demonstrating markedly decreased uptake in the temporal and parietal lobes, bilaterally. An enlarged sagittal image on the right highlights the hypometabolism in the temporoparietal lobes (arrows).

axial sagittal coronal

PET

CT

PET/CT

Page 12: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Alzheimer’s Disease: Amyloid Imaging

» PET using amyloid-binding radiotracers such as 18F Florbetapir (Amyvid) can show early AD diagnosis.– As new therapies enter clinical trials, the importance

of in vivo beta amyloid (Aβ) imaging is becoming increasingly crucial.• Aβ deposition occurs well before symptom onset

and likely represents preclinical AD in asymptomatic individuals and prodromal AD in patients with mild cognitive impairment (MCI).

– The radiotracer crosses the blood–brain barrier and shows high-affinity binding for Aβ• Positive examinations demonstrate high levels of

cortical uptake in addition to nonspecific white matter binding with loss of the normal gray-white matter differentiation

Page 13: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Alzheimer’s Imaging: AmyvidPositive Amyvid scan. 61 year old with clinical suspi-cion for AD. 370 MBq (10 mCi) of F18-Florbetapir (Amyvid) PET/CT showing in-tense cortical uptake in addi-tion to the nonspecific binding of the radio-tracer in the white matter

Negative Amyvid scan for comparison. The arrow points to normal preserved gray-white contrast(Amyvid website: http://pi.lilly.com/us/amyvid-uspi.pdf)

Page 14: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Lewy Body Dementia» Lewy Body Dementia (LBD) accounts for approximately

25% of dementias.– On histopathology, there are Lewy body intracellular

inclusions (alpha-synuclein) throughout the cortex, brainstem, and limbic system as well as loss of dopamine transporters in the striatum

– Patients with LBD often demonstrate a fluctuating dementia, visual hallucinations, falls, and some parkinsonian symptoms (i.e tremors).

– Lewy bodies were originally described in Parkinson disease, and it is likely that DLB and PD are related as part of a spectrum of disease. • The clinical manifestation may be similar to that of

AD or the dementia associated with PD.

Page 15: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Lewy Body Dementia: CT and MRI

» CT – Deep gray matter atrophy and preservation of the

medial temporal lobe » MRI

– T1WI show only mild generalized atrophy– T2/FLAIR may demonstrate nonspecific

hyperintensities in the white matter that are similar to those found in normal aging patients.

– DTI may show increased mean diffusivity in the amygdala and decreased fractional anisotropy in the inferior longitudinal and inferior occipitofrontal fasciculi.

– MRS shows relatively normal NAA:Cr ratios.

Page 16: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Lewy Body Dementia: SPECT and PET

» SPECT or PET– Show hypoperfusion or hypometabolism

changes in the posterior cortical regions. – The pattern tends to involve the occipital lobes

and cerebellum• The involvement of the primary visual

cortex can explain the clinical visual hallucinations.

– Hippocampus is spared

Page 17: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Lewy Body Dementia: SPECT and PET

Silverman et al., Semin Nucl Med 38:251-261, 2008

FDG PET demonstrating decreased uptake in the occipital lobes in addition to posterior temporoparietal lobes, bilaterally (arrows)

Page 18: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Parkinson’s Disease with Dementia

» Parkinson disease is a multisystem neurodegenerative disorder, clinically manifested with resting tremor, bradykinesia, and rigidity.

» When PD is accompanied by dementia, it is referred to as Parkinson disease dementia (PDD).

Page 19: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Parkinson’s Disease with Dementia: CT and MRI

» CT and MRI– Anatomic imaging with CT and MRI is rarely

useful for PDD.– CT is used primarily following deep brain

stimulation (DBS) placement to evaluate for surgical complications and check electrode positioning

– MRI may show midbrain volume loss with a “butterfly” configuration. • Other findings that may support the

diagnosis of PD include thinning of the pars and loss of normal substantia nigra hyperintensity on T1WI

Page 20: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Parkinson’s Disease with Dementia: CT and MRI

Axial T2WI at the midbrain level shows sulcal and ventricular enlargement and hypointensity and narrowing of the substantia nigra (arrows).

Page 21: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Parkinson’s Disease with Dementia: DaTscan

» DAT Scan– Presynaptic dopamine transporter

imaging with the I-123 Ioflupane (DaT scan) will show decreased uptake in the putamen and head of the caudate nucleus

– Cannot discriminate between PDD and DLB but can be very useful in the differential diagnosis between DLB and AD and can also be of some value in the differential diagnosis between DLB and vascular dementia

Page 22: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Parkinson’s Disease with Dementia: DaTscan

Positive DaTscan: Axial I-123 Ioflupane (DaT scan) SPECT and fused SPECT/CT showing absence of uptake in bilateral putamina and slightly reduced uptake in the heads of the caudate nuclei, left greater than right.

Page 23: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Frontotemporal Dementia» Frontotemporal dementia (FTD) comprises a group of

dementias accounting for approximately 5–10% of cases of dementia.

» FTD is clinically characterized by behavioral changes in personality including apathy, perseverations and inappropriate social conduct and language disturbances that may precede or overshadow memory deficits.

» On histopathology, there is frontal and anterior temporal neuronal degeneration. – Pick bodies, a type of protein inclusion, are sometimes

found, and brain and CSF are sometimes assessed for abnormalities related to tau and ubiquitin proteins.

– Amyloid and Lewy bodies are absent.» There currently is no treatment

Page 24: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

Frontotemporal Dementia Imaging

» CT: – Asymmetric frontal and anterior temporal

atrophy is a distinctive feature of FTD that distinguishes it from AD.

» MR:– T1WI may show generalized frontotemporal

volume loss– Pick disease is associated with strongly

asymmetric atrophy involving the temporal and/or frontal regions.

– Gyri may be thin and “knife-like”

Page 25: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Frontotemporal Imaging: CT

NECT showing the frontal lobes and anterior temporal poles are markedly atrophic with “knife-like” gyri (arrow), which is out of proportion to other lobes.

Page 26: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Frontotemporal Imaging: MRI

Sagittal T1WI MRI (left) and axial T2 BLADE (right) demonstrate marked atrophy of the frontal lobe (“knife-like” gyri ) in a patient with FTD.

Page 27: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Frontotemporal Dementia

» Nuclear medicine PET or SPECT:– hypoperfusion and hypometabolism in

the frontal and temporal lobes with HMPAO SPECT and FDG PET, respectively

Page 28: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Frontotemporal Dementia:SPECT

»»

Frontotemporal Dementia. (left) Sagittal images from SPECT, (right) axial, coronal and sagittal fused SPECT/MRI (created on a separate workstation for anatomic correlation) demonstrating marked hypometabolism in the frontotemporal lobes, bilaterally

Page 29: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Vascular Dementia» Accounts for about 15% of all dementias in the U.S.» Distinguished from AD by its more sudden or stepwise

onset and association with vascular risk factors. » Vascular dementia is characterized by a stepwise course

with periods of stability followed by sudden decline in cognitive function. – Patients may experience focal neurologic deficits after

a sudden decline, such as slurred speech or sensorimotor dysfunction.

» Vascular dementias can be thought of as a continuum of multi-infarct dementia, deep gray infarcts and white matter disease, severe white matter disease only, Binswanger and CADASIL

» Control of vascular risk factors is the treatment of choice.

Page 30: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Vascular Dementia: Multi-Infarct Imaging with CT

» NECT scans often show generalized volume loss with multiple cortical, subcortical, and basal ganglia infarcts.

» Patchy or confluent hypodensities in the subcortical and deep periventricular white matter

Page 31: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Vascular Dementia: Multi-Infarct Imaging with MRI

» MRI:– T1WI often shows generalized volume loss.

• Multiple hypointensities in the basal ganglia and deep WM • Focal cortical and large territorial infarcts with

encephalomalacia– T2/FLAIR scans show multifocal diffuse and confluent

hyperintensities in the basal ganglia and cerebral white matter– T2* sequences may show multiple “blooming” artifacts in the

cortex and along the pial surface of the hemispheres.– DTI may demonstrate decreased fractional anisotropy and

increased ADC values in otherwise normal white matter• Typically the inferior-frontal-occipital fascicles, corpus

callosum, and superior longitudinal fasciculus

Page 32: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Vascular Dementia: Multi-Infarct Imaging with MRI

Axial FLAIR images showing extensive hyperintensity in the periventricular and subcortical white matter)

Axial T2 BLADE images showing cystic encephalomalacia related to old infarcts in the left posterior temporal-occipital lobe and left medial occipital lobe.

Page 33: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

Vascular Dementia: Multi-Infarct Imaging with FDG PET

» FDG PET shows multiple diffusely distributed areas of hypometabolism, generally without specific lobar predominance

PET

PET/CT

CT

FDG PET/CT showing patchy areas of decreased uptake, most notably in the right frontal lobe, corresponding to an old infract on the MRI (red arrow).

Page 34: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

Vascular Dementia: Multi-Infarct Imaging with FDG PET

Silverman et al., Semin Nucl Med 38:251-261, 2008

Arrows on this scan indicate decreased FDG uptake in the right parietal cortex (left), right prefrontal cortex, basal ganglia and thalamus (middle), and right temporal cortex (right). The decreased uptake of the left cerebellum (right) is consistent with cross-cerebellar diaschisis, caused by diminished afferent input from contralateral cortex.

Page 35: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Vascular Dementia: Binswanger » Subcortical arteriosclerotic encephalopathy

– Associated with hypertension, generally affects patients >55– Slowly progressive– Involves white matter (which distinguishes it from multi-infarct

dementia) and lacunar infarcts

NECT scan of Binswanger's disease with diffuse hypodensity in the white matter and widening of the lateral ventricles.

Page 36: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Vascular Dementia: Binswanger on MRI

(Left 2 images) Axial T2WI showing multiple old lacunar infarcts within bilateral basal ganglia (arrows) and the left centrum semiovale (arrowhead). (Right 2 images) Axial FLAIR images show innumerable small and patchy areas of hyperintensity in the periventricular and subcortical white matters bilaterally.

Page 37: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

Vascular Dementia: CADASIL• CADASIL (Cerebral Autosomal Dominant Arteriopathy with

Subcortical Infarcts and Leukoencephalopathy) is the most common heritable cause of stroke and vascular dementia.

– Inherited arterial disease created by mutations in the Notch 3 gene on chromosome 19

– Begins in young adults with TIAs and strokes– Typical involvement of the temporal lobe white matter, internal

capsule and subinsular (surrounding the basal ganglia) regions– Clinically, it presents with nonspecific symptoms including aura-

initiated migraines, early-onset TIAs or stroke, mood disturbance, and progressive cognitive decline.

– Imaging of patients with CADASIL commonly yields white matter hyperintensities (WMH), a nonspecific finding seen in many disorders.

Page 38: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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This is a 32 years old male with a history of multiple strokes and a 1st degree relative who died from stroke. Axial PD, T2 and FLAIR show striking confluent deep periventricular white matter signal abnormality.The findings of such extensive white matter disease is highly unusual in a 32 year old patient. The clue to the diagnosis is seen on the FLAIR, where there is signal abnormality in both anterior temporal lobes (arrows). This is an uncommon location for typical, "small vessel vascular disease" seen in older patients. Signal abnormality in the anterior temporal lobes and external capsules, especially in a patient with a positive family history, is suggestive of CADASIL.Biopsy in this case confirmed NOTCH 3 mutation

Vascular Dementia: CADASIL on MRI

Page 39: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Vascular Dementia: CADASIL on PET

» Very few functional imaging studies have been conducted on CADASIL patients.– In a study by Tatsch et al. (2003), the

mean regional metabolic rate of glucose was significantly reduced in all cortical and subcortical structures (especially thalamus and striatum) in CADASIL patients compared with healthy controls.

Page 40: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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Vascular Dementia: CADASIL on PET

FDG PET showing marked reduction in uptake in the frontal, temporal, and parietal cortices ( left > right ) as well as the left striatum and thalamus. Uptake is also reduced in the right cerebellar hemisphere ( arrows ), suggesting crossed cerebellar diaschisis

Tatsch et al. J of Nuc Med 44.6 (2003): 862-869.

Page 41: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

Conclusion» Often the nonspecific structural changes depicted on CT

and MRI are preceded by changes in cerebral blood flow and metabolism.

» Patterns of hypoperfusion and hypometabolism may be more specific for one form of dementia versus another.

» New molecular imaging techniques can identify specific biomarkers, such as beta amyloid plaque deposition or dopaminergic neuron deficit, which can help differentiate between dementia types.

» In summary, as there is an increasing reliance on neuroimaging as part of a comprehensive evaluation of dementia, it is important that the interpreting radiologist can recognize these common patterns and imaging characteristics to suggest the correct diagnosis.

Page 42: Unforgettable images: A multimodality pictorial review of dementia Daniel Thut, DO, Alena Kreychman, MD, Susan Megas, APRN, Shan Li, MD Department of Radiology

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References

1. Silverman, Daniel HS, et al. "Positron emission tomography scans obtained for the evaluation of cognitive dysfunction." Seminars in nuclear medicine. Vol. 38. No. 4. WB Saunders, 2008.

2. Tatsch K, Koch W, Linke R et al (2003) Cortical hypometabolism and crossed cerebellar diaschisis suggest subcortically induced disconnection in CADASIL: an 18F-FDG PET study. J Nucl Med 44:862–869

3. Osborn, Anne G. Osborn's brain: imaging, pathology, and anatomy. Amirsys Pub., 2013.

4. Dierckx, Rudi AJO, et al. PET and SPECT in Neurology. Springer, 2014.

5. Neuroimaging and Early Diagnosis of Alzheimer’s Disease : A Look to the Future Radiology, Petrella et al, 2003; 226:315–336

6. Amyvid website: pi.lilly.com/us/amyvid-uspi.pdf