Reward processing in neurological disorders: Focus on ... · Muhammed et al (2016) Brain Me c hani...

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Yuesiang Ang, Trevor Chong, Dan Drew, Campbell Le Heron, Sanjay Manohar, Kinan Muhammed, Annika Kienast , Olivia Plant, Youssuf Saleh, Michele Hu, Graham Lennox, George Tofaris , Marko Bogdanovic , Tom Barber, Johannes Klein, Nagaraja Sarangmat , Matthew Jackson, Andrea Nemeth, Hugh Markus, Peter Rothwell Nuffield Dept Clinical Neurosciences & Dept Experimental Psychology, University of Oxford Masud Husain Reward processing in neurological disorders: Focus on Parkinson's disease

Transcript of Reward processing in neurological disorders: Focus on ... · Muhammed et al (2016) Brain Me c hani...

Page 1: Reward processing in neurological disorders: Focus on ... · Muhammed et al (2016) Brain Me c hani sms underl ying apathy i n heal th and Park inson's disease 102 F igure 3 .11. Pupillary

Yuesiang Ang, Trevor Chong, Dan Drew, Campbell Le Heron, Sanjay Manohar, Kinan Muhammed, Annika Kienast, Olivia Plant, Youssuf Saleh,Michele Hu, Graham Lennox, George Tofaris, Marko Bogdanovic, Tom Barber, Johannes Klein, Nagaraja Sarangmat,

Matthew Jackson, Andrea Nemeth, Hugh Markus, Peter RothwellNuffield Dept Clinical Neurosciences & Dept Experimental Psychology, University of Oxford

Masud Husain

Reward processing in neurological disorders:

Focus on Parkinson's disease

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Disclosures

Lilly | Keynote lectureOtsuka Pharmaceuticals | Advisory board

Research Funding | Wellcome Trust

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Why do we do what we do?A framework for understanding motivation to action – and loss of motivation in apathy

Husain & Roiser (2018) Nat Rev Neurosci

Page 4: Reward processing in neurological disorders: Focus on ... · Muhammed et al (2016) Brain Me c hani sms underl ying apathy i n heal th and Park inson's disease 102 F igure 3 .11. Pupillary

Brain systems for motivationNet value of an action involves evaluation of costs (effort) and benefits (rewards)

Pessiglione et al (2017) Brain

Dopamine: identified as a

key neurotransmitter

Other potential circuit level /

neurotransmitter targets?

Circuit level dysfunction regardless of underlying

pathology in apathy?

Haber & Knutson (2010) Neuropsychopharmacology

Reward

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Rewardat stake

Effortrequired

MOTIVATION /APATHY

Feedback

MOTIVATION /APATHY

Is the reward worth the effort?

ForceRewards

Cost-benefit decision making in Parkinson’s disease patients with or without apathy

Le Heron et al (2018a) Brain

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Apathy versus depression in Parkinson’s diseaseApathy and depression can occur together but are dissociable too

Kirsch-Darrow et al (2006) Neurology

Skorvanek et al (2014) Acta Neurol Scand

Study sample N = 80 consecutive outpatient cases

Study sample N = 151 non-demented PD cases

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Is apathy associated with reduced sensitivity to reward or hypersensitivity to effort?Is the reward worth the effort in Parkinson’s disease?

PD patients made required effort if they accepted offer

Le Heron et al (2018a) Brain

Apathy not associated with reduced motor vigor

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Reduced reward sensitivity or effort hypersensitivity? This task allows us to map out the space where people are prepared to work

Proportion of offers accepted

Proportion of offers accepted

reduced in apathy

Le Heron et al (2018a) Brain

BUT proportion of offers

accepted not related

to dysphoria

Page 9: Reward processing in neurological disorders: Focus on ... · Muhammed et al (2016) Brain Me c hani sms underl ying apathy i n heal th and Park inson's disease 102 F igure 3 .11. Pupillary

Apathy: reduced willingness to work for low rewardsBut dopamine has a distinctly different effects on choices

Effect of apathy on

decision making

Effect of dopamine

on decision making

Le Heron et al (2018a) Brain

Motivated patients

accept more low

reward offers

Dopamine’s biggest

effect at high effort /

high reward offers

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Effort-based decision making for reward in SVDAlso altered with apathy in CADASIL* (a form of cerebrovascular small vessel disease)

* Cerebral Autosomal Dominant Arteriopathy with Subcortical Infarcts and Leukoencephalopathy

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Apathy in CADASIL: also reduced work for low rewardsCADASIL is a genetic form of small vessel disease

* Cerebral Autosomal Dominant Arteriopathy with Subcortical Infarcts and Leukoencephalopathy

Le Heron et al (2018b) Brain

Motivated patients

accept more low

reward offers

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White matter tract changes related to apathy in CADASILReduced fractional anisotropy compared to non-apathetic CADASIL cases

Le Heron et al (2018b) Brain

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Saleh et al (2019) In prep

Transdiagnostic approach: across three different diseasesApathy in SVD is associated with reduced willingness to work for low rewards

Late-onset sporadic small vessel disease (SVD)

N=83

Parkinson’s diseaseCADASIL

Le Heron et al (2018b) Brain Le Heron et al (2018a) Brain

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Why do we do what we do?

Husain & Roiser (2018) Nat Rev Neurosci

A framework for understanding motivation to action – and loss of motivation in apathy

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Muhammed et al (2016) Brain

Reward for saccade taskMagnitude of reward earnt depends upon response time

“0p 10p 50p Maximum”

Target appears

Auditory cue 1400ms - 1600ms Saccade

Reward

Auditorycueofmaximumrewardobtainable

Auditory cue at trial onset tells you maximum reward obtainable

Actual reward obtained depends upon response time

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-1

0

1

2

3

4

5

0 500 1000 1500 2000 2500

Pu

pil

Dila

tio

n (

% C

han

ge)

Time (ms) Target AppearsReward Cue

50p 10p0p

2

2.5

3

3.5

4

Pu

pil

Siz

e (M

ean

% C

han

ge)

Magnitude of potential reward modulates pupil response

Muhammed et al (2016) Brain

Greater pupil dilation with

increasing potential

reward on offer

50p

10p

0p

0p 10p 50p

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-0.5

0

0.5

1

1.5

2

2.5

0 500 1000 1500 2000 2500

Time (ms)

Parkinson’s Disease Pupil Reward Sensitivity

Pu

pil

Re

wa

rd S

en

sit

ivit

y

Non Apathetic vs. Apatheticp<0.05

ON

Non Apathetic

Apathetic

Pupil reward sensitivity and apathyApathetic Parkinson’s patients show blunted reward sensitivity

Muhammed et al (2016) Brain

BUT pupil response not related to depression

Mechanisms underlying apathy in health and Parkinson's disease 102

Figure3.11.PupillaryresponsesovertimeinthosewithhighandlowdepressionscoresinParkinson’sdisease

andelderlycontrols.

TherewerenodifferencesinpupilrewardsensitivitybetweenthethreegroupswhensplitintoPDpatientswith

higherandlowerdepressionscores.Suggestingthattherewardsensitivitymetricisspecifictoapathyratherthan

otherneuropsychiatricdisorders.

Figure3.12.PupillaryresponsesanddepressioninParkinson’sdiseasecasesandcontrols.

Whensplittingthepatientintolowandhighdepressionscoresandassessingpupilrewardsensitivityoverthe

1400msto2400mstimeperiodofinterest,therewasnosignificantdifferencebetweenanyofthegroups,

howeverwhenONdopamineanincreaseinsensitivitywasseen.

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Reward sensitivity modulated by dopamineParkinson patients’ pupil reward sensitivity greater when ON

Muhammed et al (2016) Brain

But effect of dopamine evident in both apathetic and non-apathetic patients

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Reward sensitivity blunted in apathyBut dopamine increases sensitivity in apathetic and non-apathetic

Non-apathetic patients ON dopamine are actually hypersensitive to reward

Muhammed et al (2016) Brain

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Pupil reward sensitivity also blunted in CADASIL apathyReduced dilatation of pupils in anticipation of reward

Le Heron et al (2018b) Brain

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Reward processing in neurological disordersBrain mechanism underlying motivation and apathy

Abnormal effort-based decision making for rewards

Apathetic patients are less willing to exert effort for low rewards in PD and small vessel cerebrovascular disease

In PD dopamine alters effort-based decision making but dopamine deficiency may not be cause of apathy

Apathy is a common syndrome across brain disorders

Dysfunction of ventral striatal – medial frontal systems

Potential systems level targets for therapy

Blunted reward sensitivity in apathy (pupil response)

In PD and CADASIL, apathy is associated with blunted reward sensitivity. In PD dopamine can improve reward sensitivity – but across both apathetic and non-apathetic cases