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Is Dementia Preventable? Prof Craig Ritchie Professor: Psychiatry of Ageing, University of Edinburgh Chair: Scottish Dementia Research Consortium Director: Brain Health Scotland

Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

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Page 1: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Is Dementia Preventable?

Prof Craig RitchieProfessor: Psychiatry of Ageing, University of EdinburghChair: Scottish Dementia Research ConsortiumDirector: Brain Health Scotland

Page 2: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Key questions:

• Can we detect neurodegenerative diseases at a stage their course can be impacted upon?

• Can we develop accurate prediction models and implement them in practice?

• Can we map this onto the individual to put in place personal prevention plans?

• Can we instigate public health initiatives to improve brain health?

Page 3: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

The world (until now) has only seen Neurodegenerative Brain Disease through the ‘peep hole’ of ‘Dementia’

MEMORY ++++

Page 4: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

In the very near future we will have a service for people with much earlier stages of neurodegenerative brain disease…

Behavioural, Other Cognitive & Patient Related Outcomes

and BIOMARKERS

Page 5: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

RISKS

DISEASE(Biomarkers)

DISEASE(Cognition et al)

TIME(Changes in other 3

factors)

Four Factor Modeling

Page 6: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Overall Modeling Approach

• What is modeling?

1. Using data to create representations of what is happening at a biological level

2. Turn the real world into data

• (create a digital representation of the world/system)

3. Turn the data into statistical or mathematical models

4. Use these models to represent the real world for

• Risk prediction

• Success of an intervention

5. The more accurate the model the more likely that its use will yield the desired outcomes (back) in the real world

Page 7: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Risk Factors – Complex Interplay

• Complex interaction of risks

• Fixed Risks (e.g. genetics)

• Modifiable risks (e.g. diet)

– High potency acute risks (e.g.

head injury)

– Low potency chronic risks (e.g.

obesity)

• Critical period of risk on disease

– Precipitation

– Perpetuation

– Prevention

Page 8: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Model of brain function - cognition

• What does the brain do?

– Senses

– Assimilates

– Processes

– Acts

• A marker of brain function/action is cognitive abilities

– These are testable

Page 9: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Model of brain function - disease

• What does the brain look like?

– Structure

– Function

– Pathological changes

• A marker of brain function are Biomarkers– Neuroimaging

– Retinal imaging

– CSF and Blood

Page 10: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Sources of Data

• European Prevention of Alzheimer’s Dementia

• PREVENT Dementia

• Scottish Brain Health Register

• Other

• Data interoperability

Page 11: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

WWW.EP-AD.ORG @IMI_EPAD SLIDE 11

The EPAD consortium

Page 12: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

WWW.EP-AD.ORG @IMI_EPAD

COGNITIVE OUTCOMES

PRIMARY: RBANS

– Verbal Episodic Memory: List Learning & Story Memory

– Visual Episodic Memory: Figure recall

– Visuospatial/Constructional: Figure Copy & Line Orientation

– Language: Picture Naming

– Attention/Executive Functioning: Semantic Fluency, Digit Span, Coding

SECONDARY:

– Dot Counting

– Flanker

– Name/Face Pairs

– Four Mountains Task

– Virtual Reality Supermarket Trolley

BIOMARKER OUTCOMES

– CSF biomarker outcomes: Aβ, t-tau, p-tau Blood, urine, saliva for genomics and assessment of emerging biomarkers

– Neuroimaging outcomes

• Structural MRI

• Functional MRI

• PET Amyloid Imaging (AMYPAD)

OTHER

– Risk Factors: including genomics (NeuroX)

– Lifestyle

– Physical comorbidities (includingl TBI)

– Demographics

– Mood, anxiety, sleep, apathy

https://www.youtube.com/watch?v=Ec5bei45ko4

Page 13: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

The PREVENT Dementia Project

Page 14: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Sub-studies• AIP (Amyloid Imaging in PREVENT) Capacity n=300

• 7T MRI Study (Cambridge) n=50 (Scanned) and n=300 (VR) (6/12/18 ethics)

• Retinal Imaging (Edinburgh Only) n=61 (95% agree) target 100+

• Language analysis

– Dialogue (Edinburgh MRC Fellowship) n=11

– Syntax (Cardiff) n= 115

• Digital Technology (Oxford) n=32

• Lab work (Edinburgh) Funding secure for Proteomics and Genomics (n=700)

Page 15: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Risk Factor Assessment in PREVENT Dementia Programme

Domain Risk Measurement

Principal Risk Model ApoE Genotype

Family History

Genetic ApoE and GWAS*

Environmental Diet Scottish Food Frequency Questionnaire

Life-events Life Stressor Checklist

Sleep Pittsburgh Sleep Evaluation

Exercise Study Proforma

Clinical Head Injury Brain Injury Screening Questionnaire

Inflammation Biomarkers

Cardiovascular/Metabolic Syndrome Biomarkers*/ECG/History and Examination

Depression CED-D

Respiratory Spirometry/History and Examination

Stress Salivary Cortisol/Resilience Questionnaire

Endocrine Haematology/Biochemistry and History & Examination

* Subject to additional funding

Page 16: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Expressions of disease state in PREVENT Dementia Programme

• Imaging

– fMRI with task, Magnetic Resonance Spectroscopy, Diffusion Tensor Imaging, vMRI, WML volume

– Amyloid PET imaging via Alliance (n=300)

• Cerebrospinal Fluid (40%)

• Blood (Whole blood and plasma)

• Saliva

• Urine

• Cognition: COGNITO, Four Mountain Test, Supermarket Trolley, Verbal Short Term Memory Binding Paradigm

Page 17: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Cognitive testing – detecting disease

• What is the date today?

• What is this called?

• Starting at 100; I want you to take 7 away and keep taking 7 away from the answer you give until I ask you to stop.

Page 18: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Alzheimer’s disease ‘starts’ in the Hippocampus

Testing the hippocampus….

Page 19: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Alzheimer’s disease ‘starts’ in the Hippocampus

Testing the hippocampus….

Hippocampal Subfields….

Page 20: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Alzheimer’s disease ‘starts’ in the Hippocampus

Testing the hippocampus….

Hippocampal Subfields….

Hippocampal Place Cells….

Page 21: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental
Page 22: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

A

DC

B

Page 23: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Alzheimer’s disease starts in the Hippocampus

Ritchie K. et al., 2018

‘A significant negative association was found between the DRS and 4MT (Spearman Correlation – 0.26, p-00006)’

CAIDE SCORE*• Weight• Age• Sex• Education• ApoE• Systolic Blood Pressure• BMI• Total Cholesterol• Physical Activity

Page 24: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Neuroimaging: Split into …..

• Structural – MRI/CT

– Connectivity e.g. Diffusion Tensor Imaging

• Functional

– Blood flow (Arterial Spin Labelling)

• Metabolic – Positron Emission Tomography

– Amyloid, Tau, Dopamine Receptors, Glucose

Page 25: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

WWW.EP-AD.ORG @IMI_EPAD SLIDE 25

MRI Visual Rating: Atrophy Scales

Me

dia

l Te

mp

ora

l A

tro

ph

y

Page 26: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

CAIDE SCORE*: >6 (High)

• Weight• Age• Sex• Education• ApoE• Systolic Blood Pressure• BMI• Total Cholesterol• Physical Activity

Page 27: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental
Page 28: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental
Page 29: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Retinal imaging in PREVENT Dementia

Dr Tom MacGillivray

Senior Research Fellow

Page 30: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental
Page 31: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Modality Resolution (mm)

CT 0.2

MRI 0.5

PET 3

Page 32: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Modality Resolution (µm)

Fundus camera 7

OCT 5

Human hair: 60-80 µm

Page 33: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

33

Optos Ultra-widefield SLO

Page 34: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Retinal Biomarker Discovery

Aim: characterize & validate retinal changes with disease pathology → biomarkers

1. Mid-life cohort good health with spectrum of AD risk (ApoE status/family hist.)

2. Older asymptomatic persons genetically high & low risk (ApoE status)

3. Prodromal group with & without AD pathology on PET/CSF

4. Patients with AD, MCI & healthy control group

Page 35: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

CSF and Blood

• Cerebrospinal Fluid (CSF) ‘bathes’ the brain and spinal cord.

• Proteins in CSF are from the cells in the brain – neurones and glial cells.

• Abnormal CSF could represent abnormal neuronal integrity or function

Page 36: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Blood Based Biomarkers

• Some proteins from neurones also appear in the blood

• Recent research is showing very good correlation between PET-Amyloid and Blood A-Beta levels (and sAPP)

• Blood tests will prove to be the best way of detecting abnormalities in the brain related to Alzheimer’s disease in the (very) near future

Page 37: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

• Can we develop accurate prediction models and implement them in practice?

Page 38: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

Personalised

Prevention Plan

10-year

Dementia Risk

73%

Dietary Advice

Lose Weight

Optimal

Management of

Diabetes

STEP 1 STEP

2

Targeted

Drug

Therapy

LS

Diabetes

Biology

Genetic

60 Year Old

LS

Genetic

Biology

Diabetes

70 Year Old

LS

Genetic

Diabetes

Biology

80 Year Old

10-year

Dementia Risk

51% 10-year

Dementia Risk

37%

Page 39: Is Dementia Preventable? · Risk Factor Assessment in PREVENT Dementia Programme Domain Risk Measurement Principal Risk Model ApoE Genotype Family History Genetic ApoE and GWAS* Environmental

What role do Old Age Psychiatrists as individuals and as a specialty want to have in achieving and then delivering this?