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    Clinical Implications of

    Discordant BiomarkersDavid A. Wolk, M.D.

    Assistant Professor of Neurology

    Assistant Director, Penn Memory CenterPerelman School of Medicine at the

    University of Pennsylvania

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    Chief Complaint/HPI

    IP presented at age 65

    Husband initiated visit due to her forgetfulness and confusion

    Forgets aspects of prior situations; conflate separate events

    Forgets conversations

    Corroborated by children and best friend May have begun after D/C of Prempro year before

    She admitted to relying on lists more and forgetting appts

    (including initial evaluation)

    Occasional word-finding problems Always had difficulty with names, but more so

    No disorientation to time or place

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    HPI (cont)

    Minimal functional change

    Clerical work for husbands law practice

    Occasionally forgets item when shopping

    No issues driving, cooking, handling finances

    No issues with BADLs

    Some struggles with low mood over last 1-2

    years Sister with AD

    Paxil has helped

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    PMHx

    Osteopenia

    Diet-controlled hyperlipidemia

    GERD

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    Fam/Soc Hx

    Mother with AD developed in 80s

    Sister with mild AD at age 70

    Remote tobacco use 1-2 glasses/wine every 3 or 4 days

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    Physical Examination

    General medical exam was unremarkable

    Neurological exam

    CNs II-XII intact

    Motor: Strength and tone were WNL; no

    adventitial movements

    Sensation intact to all modalities

    Normal RAM/FNF

    Gait was steady with normal stride, armswing

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    Mental Status Examination

    0/15 on Geriatric Depression Scale

    MMSE: 29/30

    CDR: 0.5

    WMS LM Immediate: 10/25; Delay: 9/25 (eMCI criteria forADNI 2)

    BNT and category fluency ~ 1.5 SDs below mean

    Speech was fluent with good comprehension

    Visual constructions, processing speed, sequencing and otherexecutive functioning tasks were normal

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    Studies

    B12 and TSH WNL MRI Brain: occasional hyperintensities in

    deep and subcortical white matter. No other

    findings

    MCImemory plus other (language)

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    Quantitative MRI Measures

    SPARE AD: -0.85 (Normal)

    -Spatial pattern classifier

    developed by C. Davatzikos

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    FDG PETNo regional

    hypometabolism

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    Level of Certainty

    Diagnostic Category Biomarker DrivenProbability of AD

    Etiology

    Presence of CerebralAmyloidosis (PET,

    CSF)

    Evidence of NeuronalInjury (tau, FDG,

    sMRI)

    MCI-core clinical

    criteria

    Uninformative Conflicting/indetermi

    nite/untested

    Conflicting/indetermi

    nite/untested

    MCI due to AD

    Intermediate

    likelihood

    Intermediate

    Positive Untested

    Untested Positive

    MCI due to ADHigh

    likelihood

    Highest Positive Positive

    MCIunlikely due to

    AD

    Lowest Negative Negative

    Albert et al.,Alzheimers & Dementia, 2011

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    Level of Certainty

    Diagnostic Category Biomarker DrivenProbability of AD

    Etiology

    Presence of CerebralAmyloidosis (PET,

    CSF)

    Evidence of NeuronalInjury (tau, FDG,

    sMRI)

    MCI-core clinical

    criteria

    Uninformative Conflicting/indetermi

    nite/untested

    Conflicting/indetermi

    nite/untested

    MCI due to AD

    Intermediate

    likelihood

    Intermediate

    Positive Untested

    Untested Positive

    MCI due to ADHigh

    likelihood

    Highest Positive Positive

    MCIunlikely due to

    AD

    Lowest Negative Negative

    Albert et al.,Alzheimers & Dementia, 2011

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    Level of Certainty

    Diagnostic Category Biomarker DrivenProbability of AD

    Etiology

    Presence of CerebralAmyloidosis (PET,

    CSF)

    Evidence of NeuronalInjury (tau, FDG,

    sMRI)

    MCI-core clinical

    criteria

    Uninformative Conflicting/indetermi

    nite/untested

    Conflicting/indetermi

    nite/untested

    MCI due to AD

    Intermediate

    likelihood

    Intermediate

    Positive Untested

    Untested Positive

    MCI due to ADHigh

    likelihood

    Highest Positive Positive

    MCIunlikely due to

    AD

    Lowest Negative Negative

    Albert et al.,Alzheimers & Dementia, 2011

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    Level of Certainty

    Diagnostic Category Biomarker DrivenProbability of AD

    Etiology

    Presence of CerebralAmyloidosis (PET,

    CSF)

    Evidence of NeuronalInjury (tau, FDG,

    sMRI)

    MCI-core clinical

    criteria

    Uninformative Conflicting/indetermi

    nite/untested

    Conflicting/indetermi

    nite/untested

    MCI due to AD

    Intermediate

    likelihood

    Intermediate

    Positive Untested

    Untested Positive

    MCI due to ADHigh

    likelihood

    Highest Positive Positive

    MCIunlikely due to

    AD

    Lowest Negative Negative

    Albert et al.,Alzheimers & Dementia, 2011

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    Follow-up

    Over next year, patient and family describedsignificant improvement. Stated would not have ever

    come to PMC if had been doing as well

    Based on testing and hx, reversion to normal

    Followed ~7 years to presentstill c/o word-finding

    lapses and forgetfulness, but latter only when

    stressed

    Occasional struggles with depression related to multiplelife stressors

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    Psychometric Measures

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    Repeat MRI and PET in Year 6 and 7 unchanged

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    Chief Complaint/HPI

    WB presented at age 66 with memory andlanguage complaints

    Cognitive sxs began 1 year prior to presentation Forgetting appointments

    Poorer orientation to time

    Difficulty with remembering driving directions

    Word-finding issues and losing train of thought

    Denied mood sxs

    Volunteered at soup kitchen, chores aroundhouse without difficulty, no issues with basicADLs

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    PMHx

    Prostate CA s/p prostatectomy

    S/p hernia repair

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    Medicines

    Donepezil 10 mg daily

    Pepcid

    Tylenol PM

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    Fam/Soc Hx

    Mother died of PD in 70s

    Father lived to 93 y.o. without cognitive issues

    1 brother and 2 sisters who are healthy Rare alcohol

    1 ppd x 25 years, no longer smoking

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    Mental Status Examination

    MMSE: 28/30

    CDR: 0.5

    CERAD 10-item word-list learning and recall ~1.5 SDs below

    mean

    BNT impaired (20/30); normal verbal fluency

    Visual constructions inconsistent

    Good processing speed, borderline sequencing

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    Studies

    Blood work WNL

    MRI: mild to moderate generalized cortical

    atrophy with commensurate mild

    ventriculomegaly; occasional punctate areasof white matter signal changes

    MCImemory plus other (language,visuospatial)

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    Quantitative Structural MRI

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    FDG PETdecreased parietal lobe uptake L >

    R and left temporal lobe consistent with AD

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    Level of Certainty

    Diagnostic Category Biomarker DrivenProbability of AD

    Etiology

    Presence of CerebralAmyloidosis (PET,

    CSF)

    Evidence of NeuronalInjury (tau, FDG,

    sMRI)

    MCI-core clinical

    criteria

    Uninformative Conflicting/indetermi

    nite/untested

    Conflicting/indetermi

    nite/untested

    MCI due to AD

    Intermediate

    likelihood

    Intermediate

    Positive Untested

    Untested Positive

    MCI due to ADHigh

    likelihood

    Highest Positive Positive

    MCIunlikely due to

    AD

    Lowest Negative Negative

    Albert et al.,Alzheimers & Dementia, 2011

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    Level of Certainty

    Diagnostic Category Biomarker DrivenProbability of AD

    Etiology

    Presence of CerebralAmyloidosis (PET,

    CSF)

    Evidence of NeuronalInjury (tau, FDG,

    sMRI)

    MCI-core clinical

    criteria

    Uninformative Conflicting/indetermi

    nite/untested

    Conflicting/indetermi

    nite/untested

    MCI due to AD

    Intermediate

    likelihood

    Intermediate

    Positive Untested

    Untested Positive

    MCI due to ADHigh

    likelihood

    Highest Positive Positive

    MCIunlikely due to

    AD

    Lowest Negative Negative

    Albert et al.,Alzheimers & Dementia, 2011

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    CSF Biomarkers

    A: 213pg/ml (92; Sens: 69.6%, Sp: 92.3%)

    P-tau: 69pg/ml (> 23; Sens: 67.9%, Sp: 73.1%)

    Tau/A: 0.60 (>0.39; Sens: 85.7%, Sp: 84.6%)

    Repeated 2 years later

    A 203pg/ml; tau: 113pg/ml; p-tau: 76pg/ml

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    Level of Certainty

    Diagnostic Category Biomarker DrivenProbability of AD

    Etiology

    Presence of CerebralAmyloidosis (PET,

    CSF)

    Evidence of NeuronalInjury (tau, FDG,

    sMRI)

    MCI-core clinical

    criteria

    Uninformative Conflicting/indetermi

    nite/untested

    Conflicting/indetermi

    nite/untested

    MCI due to AD

    Intermediate

    likelihood

    Intermediate

    Positive Untested

    Untested Positive

    MCI due to ADHigh

    likelihood

    Highest Positive Positive

    MCIunlikely due to

    AD

    Lowest Negative Negative

    Albert et al.,Alzheimers & Dementia, 2011

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    Level of Certainty

    Diagnostic Category Biomarker DrivenProbability of AD

    Etiology

    Presence of CerebralAmyloidosis (PET,

    CSF)

    Evidence of NeuronalInjury (tau, FDG,

    sMRI)

    MCI-core clinical

    criteria

    Uninformative Conflicting/indetermi

    nite/untested

    Conflicting/indetermi

    nite/untested

    MCI due to AD

    Intermediate

    likelihood

    Intermediate

    Positive Untested

    Untested Positive

    MCI due to ADHigh

    likelihood

    Highest Positive Positive

    MCIunlikely due to

    AD

    Lowest Negative Negative

    Albert et al.,Alzheimers & Dementia, 2011

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    Follow-up

    Over next year, further cognitive and functional

    decline

    More forgetfulforgot son was with him at sporting event

    when went to bathroom

    Trouble recognizing more distant family at funeral Unable to do checkbook

    MMSE 26/30 with mild multiple domain impairment

    Dxd with AD

    Follo p

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    Follow-up

    18 months after initial visit

    Unable to learn way around cruise ship Less engaged in conversations

    Still meticulous about his self-care and clothing/belongings

    MMSE 22/30

    Memory testing poorer0/10 recall on CERAD and 6/25LM Delayed Recall

    24 months after initial visit

    Mild further decline (MMSE 19/30)

    Follow up

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    Follow-up

    Over next year (24-36 months after initial visit), more

    significant decline Sleeping much of the day, delusions vs hallucination

    Poorer self-care

    Mild parkinsonism

    Lewy Body Variant of AD

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    Conclusions Conflicting biomarkers add complexity to diagnosis

    and prognostication Choice of cutoffs may significantly influence meaning

    Amyloid positivity in absence of neurodegeneration

    by MCI stage may predict slower evolution and

    possibility that AD is not cause of memory sxs

    Evidence of neurodegeneration, even in absence of

    evidence of cerebral amyloid, may predict more

    imminent decline Etiology less clear

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