week 3: Brain disease and compulsion






  • animal put into the room and through trial and error finds out what lever does what

  • the inactive lever has no consequence

  • found that once the animal discovers the cocaine lever leads to access to the drug, they continuously pull the lever at greater rates

  • we can observe the strength of this craving and response to the cocaine lever in different situations, such as adding a scenario where if they pull the lever they do get cocaine, but they also get an electric shock

    • this has been found to not negate the increased rate of pulling the lever

  • the 3 criteria model: three different behavioural tests that rely on the self administration of drugs from the animals

  • look at post-mortem brain of animals as a result of drug use, or micro-dialysis whilst the rat is in a drug chamber

  • there is nothing else enjoyable that the rat could do, whereas, humans have various means to have joy, such as eating nice food, socialising etc

    • but a rat in a chamber has drug or nothing

  • so what happens to a rat if they have the opportunity for drug or something else enjoyable

  • rats had access to water with morphine, or regular water

  • they were in a very enriched environment with other animals for social interaction

  • they wanted to see the extent to which rats like to drink the water with morphine in it given various opportunities of enjoyment

  • rats that lived in that lovely environment significantly reduced their consumption of morphine, unlike those individually housed in the chambers

  • chambers are very boring with little stimulation

  • have their rats in a standard, boring instrumental chamber with two levels: Cocaine and Saccharin

  • C lever might produce a drug straight into the veins, S lever produces a sweet liquid that has a nice taste but has no drug effect

  • in animals that have not been exposed to drugs for significant times (drug naive), they press on the S lever a lot more than the C lever after 15 days

    • they will start out pressing both levers but prefer S at the end

  • naive rats wouldn’t be a good model for addiction so lets observe in rats that have been continuously and extensively exposed to cocaine without the option of saccharin and put them in the instrumental chamber

    • initially they prefer the cocaine lever, but overtime they prefer the S lever

      • once given an alternative they prefer the saccharin

  • options/ rewards are pulling a lever for a: drug or a friend to play with

  • when rats have this choice, from a very early stage and continuously, they would much prefer the lever that gives them a social interaction

  • you can also include other covariates to this test, like measuring and controlling baseline addiction to meth

    • but the marked preference for social interaction occurs regardless

  • even in the most addiction prone rats, they still prefer alternative rewards

  • there are number of different animal procedures, involving operant responding, which map onto the rules in green

  • these are four diagnostic criteria in animals

  • that also means by inference that we can’t measure these aspects in animals

  • the first two are a disconnect in intentions and behaviour

  • rats have no major role obligations

  • social problems: this cannot model in an animal, they are unaware of the harm that they could cause

  • addiction is not just about behaviour, the criteria argue it is also about making intentions or resolutions that can only be verbalised

  • motivational treatments change intentions

  • maybe the ones that the 3 model can’t explain are the more important ones

  • rats either tend to meet all three criteria or 0, so either addiction prone or addiction resistant

  • they found that those two groups of rats do respond different in this study

  • changes in the sensitivity in the GABA transporter


  • Hart’s book ‘high price’ is very critical of the brain model of addiction and that it is an addiction of compulsion

  • he gave cocaine addicts a choice in an experiment; cocaine or $500

  • the overall pattern of results is relatively the same, the most you could choose cocaine was 5, but the important aspect is the intermediate

    • the choice for cocaine altered depending on the dose cocaine available and also whether people were given cash or merchandise

    • as the dose of cocaine increases it becomes more attractive, but during the intermediate points they refused the cocaine and took the money

    • at no point was it inevitable that they would choose the drugs, there is a higher likelihood with greater dosage but not always chosen

  • pps provided a urine sample once or twice a day, if no trace of the drug then they get a reward

  • the group offered the payment had a higher proportion of negative drug tests compared to the control group (white group) that provided urine samples and received a random amount of money (but the money they received was unrelated to if their sample was clean or not)

  • providing an award from abstinence showed relatively to work

  • afterwards the second graph shows how many remained abstinent from cocaine after taking the awards/ incentives away

    • overtime fewer people remained abstinent, but there was a difference in the two groups

    • those that received an incentive to abstain remained abstinent for longer: there was a lasting effect even with the incentive

  • more recent meta-analysis just looking at long term outcomes at follow-up

  • small but reliably and beneficial effect for contingent management treatment

  • recruited people that were drinking too much and wanted to cut down

  • several breathalysers a day with cash reward to those that abstained

  • each cumulative day of abstinence the reward increases

  • the breathalyser takes a photo as you’re doing it too to prove it was the correct person doing it

  • the reinforcers do not have to be that big, but if offered an incentive contingent on abstinence of drug use it is effective

  • this thinks about the effect of person’s environment to restructure it to increase in the rewarding behaviour surrounding abstaining from drugs

  • difficult to do meaningfully because it requires a significant amount of restructuring

  • when done though it does make meaningful outcomes

  • when we think about what causes addiction, we should look potentially beyond a person and their characteristics

  • living in a deprived environment with lower accessibility to alternatives makes alcohol or other substances seem more appealing

  • whereas someone in a different environment that makes constraints on drinking and substance use

    • this even includes jobs, parks, recreational activities

  • this is features of an environment that influence substance consumption

  • this is just a theory but one that could explain what we have seen

  • even returning to deprived communities in the US, with multiple reasons to become addicted to drugs and engage further in substance use, an overwhelming majority did not

    • despite potentially altering their brain chemistry by doing heroin for years

    • an erradication of addiction was seen in the sample

  • however, there are ambiguities here that argue it is an oversimplification to attribute it to their new environment


  • following people over 6 months, most people will relapse regardless of the treatment used

  • similar pattern seen in those with AUD

  • another way of looking at it is well what proportion of people achieve remission? and how long does this take?

  • this graph shows the probability of remission even looking at a drastically long time period, but eventually most people will achieve remission we might just have to look at a longer period of time

  • the influence of drug related cues, which risk the run of relapse like seeing or smelling a ciggy



  • heather and pickard have said when people say they ‘can’t resist’ what does that actually mean?

  • If I ask you to go to a party and you say you ‘can’t come’ you don’t mean you actually can’t, you just have other things you’d prefer or you don’t want to come

    • heather argues this is what addicts are saying

  • so how should researcher interpret how people attribute their own behaviour

  • cues in environment triggering an action is typically labelled the cause in almost all models

  • but there is another explanation in red

  • to test this is to follow around a person in remission and continuously ask, but by doing so you may trigger a relapse

  • we can also ask people why they recovered not just relapsed

  • conclusion in red, what are people losing from drugs and what could they gain from stopping

    • this is what helps people to recover




  • could just mean there is an association




  • this does not mean they have a brain disease nor if it is irreversible as the model suggests

  • should medication development be the primary area of treatment?

  • george koob is a big supporter of the brain disease model, marc lewis disagrees

  • marc Lewis’ credential is he is a neuroscientist, as well as having endured addiction himself

  • he argues it is habitual, but not a brain disease

  • in his paper he compares and contrast these arguments and claims of the learning model of addiction

  • he compares different ways of understanding the evidence of the brain disease model

  • the third column summarises the evidence, which is more consistent with the idea that this is simply what the brain does

  • when you look at what happens in the brain of someone in addiction, similar patterns of brain activity are seen with people in love

  • maybe this is just how motivation works

  • really old study, but looks at brain structure related to experience

  • taxi drivers with internal map had greater GMV

  • if you engage your spatial memory a lot, hippocampus is bigger than controls

  • looking at the correlations, the longer they have driven the more drastic the results

  • shows you convincingly, that these difference emerge as a change in experience, would this count as giving you a brain disease? because it has changed overtime?

  • the area highlight in red are indicative of areas that perhaps do not recover following substance addiction

  • the longer people abstain the more some areas of their brain recover, this is the areas highlighted in green

  • we shouldn’t be looking at all changes in the brain, just specific ones

    • lets looks at the dopamine changes, THAT is not normal, that would not be a normal change

  • a lot of neuroadaptations do not recover

  • we don’t know what a healthy human brain completely looks like, we do not have this model

  • we need that to detail what a deviation from this looks like

  • with AZ we can characterise what occurs structurally in the brain and it is fairly simple disturbance of a healthy brain

  • using this label ‘brain disease’ for disorders can be difficult because the biological mechanisms are well defined

  • so if the biological deficit DOES exist, it is too complex to be explained right now



  • animal research has offered great medications

  • these drugs do not cure you of your addiction but help maintain a healthier addiction lifestyle

  • a lot of treatments fail at the clinical trial stage even though they have made it through animal testing and pharmacological stages

  • vaccines have been attempted in humans, as well as other developments, but do not work

  • brain stimulation has some exciting papers on its development

  • semaglutide: they reduce drug use and could be a game changer for addiction

    • we studied them in other conditions and observed they were helpful for addiction

    • we did not use brain models or our own means to discover this

  • a lot are calling for a rethink about neuroscience research for addiction, which is in itself slightly reductionist

  • has this focus really delivered the results to justify its spending?

  • potentially the investment isn’t justified and is better used elsewhere

  • in the UK, it will be the wealthy that benefit

  • this focus will not benefit the most people. calling for a public health approach

  • the way to benefit the most people is broader approaches like broader smoking bans



  • if you tell them its their fault, then people feel responsible

  • people may feel more inclined to get help if they aren’t shamed and blamed for it

  • evidence is complicated

  • a broader view is that there are bio models for every disorder basically, the evidence has shown that when you tell someone they have a disease or disorder, they will feel blame but also less optimistic about recovery

  • stigma: reduce this may bring the opposite of what is intended, this applies to addiction as well

  • more recent work (morris) took a similar approach, giving different reasons for their behaviour, tell them its a behaviour issue they are more likely to recognise it is a problem

  • framing the blame in different ways

  • when framed as a brain disease, lower stigmatising blame but also lower prognostic optimist: people are less optimistic that they will get better

  • study using people with a heroin addiction

  • people who believed their drinking behaviour was a disease were more likely to return to drinking


  • started with this paper in 1977, now has been reinforced in 2019

  • more of a balanced perspective

  • recognition that the brain adaptations are changing the likelihood of taking drugs but does not make it inevitable

  • recognises that people with addiction can control their behaviour but it is extremely challenging

  • second point: many counterpoints to this and ridi

  • quite a shift on how the disease model has been framed over the last few years

  • should we focus on the brain or the environment

  • there is not definitive answer