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Article summary with Resting state functional connectivity: its physiological basis and application in neuropharmacology by Lu & Stein - 2014

Article summary with Resting state functional connectivity: its physiological basis and application in neuropharmacology by Lu & Stein - 2014

Brain structures do not operate independently. Instead, they work in connection with each other. Resting state magnetic resonance imaging (rsMRI) is a technique that enables researchers to study activity at the level of functional networks. Accumulating evidence shows that rsMRI can be used to identify large-scale networks and their spatiotemporal characteristics. Although the method is widely applied, knowledge on the neurophysiological basis is incomplete. This article aims to review the fysiological studies on electical, metabolic and hemodynamic fluctuations that are implicated in rsMRI, as well as clinical applications of the technique.

What is rsMRI?

Contrary to functional magnetic resonance imaging (fMRI), rsMRI does not require participants to engage in a specific task. Since the discovery of the default mode network (DMN), rsMRI is considered of fundamental importance for understanding brain functioning.

During the past decade, several large-scale cortical and subcortical networks have been identified. These networks have been reported by different research institutes. Evidence indicates fluctuations across the life span and deviations in these networks in neurodegenerative and psychiatric disorders. Furthermore, similar networks have been observed in animals.

What are fysiological fluctuations?

Since the 50s, a large body of research has been conducted into spontaneous fluctuations in brain activity. Two parameters to indicate these fluctuations are oxygen availability (O2a) and cerebral bloof flow (CBF). Older techniques, in which gold electrodes were placed in the brain, revealed results similar to those that can be measured with the BOLD-signal. Blood and oxygen availability converge in time, which suggests the two parameters share a common underlying mechanism. The most compelling finding was that O2a flows in slow waves of less than 0.1 Hz.

In addition, fluctuations in metabolic activity have been studies using redox reactions. Again, spontaneous activity at a very low frequency were found.

What neuronal correlates of spontaneous activity are there?

Electrical brain activity can be categorized based on speed. The fastest activity consists of separate action potentials, which last a few milliseconds, whereas post-synaptic potentials last about ten milliseconds. The slower potentials can be categorized into frequency bands: delta (1-4 Hz), theta (5-8 Hz), alpha (9-14 Hz), beta (15-24 Hz) and gamma (> 24 Hz). The cortical potentials of < 0.1 Hz are labelled ‘infraslow potentials’. In addition, potentials between 0.5 and 1.5 Hz are associated with hyperpolarisation (deactivation) and depolarisation (activation). These electrical currents in the brain can be measured with EEG, ECoG of LFP.

In fMRI research, validation of the BOLD-signal was crucial. LFP was the most suitable technique for this purpose, because the BOLD-signal is found to correlate strongly with pre- and post-synaptic fluctuations in local field signals.

For rsMRI, it remains unclear which neuronal processes cause the slow spontaneous fluctuations in brain activity.

Applications in addiction research

Despite the limited understanding of the neuronal basis of rsMRI, the technique is applied widely in studies on neuropsychiatric disorders. In addiction research, for instance, differences in networks after administration of cocaine, regional specificity of connectivity, and genetic biomarkers in nicotine addiction. These studies have been explorative in nature and have yielded conflicting results. Nevertheless, rsMRI can potentially offer new insights in preclinical research.

What should future research investigate?

Since rsMRI is a relatively new technique, several questions have to be clarified:

  • What is the underlying fysiological mechanism of spontaneous slow fluctuations in brain activity?

  • To what extent is functional connectivity related to anatomical structures?

  • Is rsMRI possible at the small scale of synchronisation between neurons, instead of large-scale networks?

  • How is functional connectivity related to behaviour?

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Article summary with What influences have led to increased prescribing of psychotropic drugs? by Parish - 1973

Article summary with What influences have led to increased prescribing of psychotropic drugs? by Parish - 1973

Contemporary, out of all prescriptions dispensed by chemists under the National Health Service, psychotropic drugs account for just under one of five. From 1961 to 1971, there was a 50% increase in prescriptions for these drugs. Out of these drugs, 41% were hypnotics, 38% were tranquillizers, 15% were antidepressants and 6% were stimulants and appetite suppressants. From 1965 to 1961 there was a 32% decrease in the prescription of barbiturate hypnotics and a 43% decrease in the prescription of stimulants and appetite suppressants. Prescription of non-barbiturate hypnotics increased by 166%, the prescription of tranquilizers by 70% and antidepressants by 103%.

The question now is: what influences have led to the increased use of psychotropic drugs: doctors, patients, the pharmaceutical industry, or the government?

What is this article about?

Contemporary, out of all prescriptions dispensed by chemists under the National Health Service, psychotropic drugs account for just under one of five. From 1961 to 1971, there was a 50% increase in prescriptions for these drugs. Out of these drugs, 41% were hypnotics, 38% were tranquillizers, 15% were antidepressants and 6% were stimulants and appetite suppressants. From 1965 to 1961 there was a 32% decrease in the prescription of barbiturate hypnotics and a 43% decrease in the prescription of stimulants and appetite suppressants. Prescription of non-barbiturate hypnotics increased by 166%, the prescription of tranquilizers by 70% and antidepressants by 103%.

The question now is: what influences have led to the increased use of psychotropic drugs: doctors, patients, the pharmaceutical industry, or the government?

Are the doctors to blame?

The increasing use of psychotropic drugs with increasing age, the ease of obtaining repeat prescriptions and the increasing number of long-term drug takers contributes to the increase in psychotropic drug prescriptions. Furthermore, doctors often have had no training in managing mental disorders and common anxieties that exist within the community. The advances in pharmacology thus outdate what doctors have learnt in medical school.

Are the patients to blame?

Trends, for example increasing popularity of certain drugs, influence patients’ expectations. However, both the medical profession and society are exposed to the influences of the pharmaceutical industry, which relabels and redefines medical problems and call for drug interventions. For example, normal problems and conflicts such as marital problems are redefined as medical-psychiatric problems and these are then described as indications for the use of the drugs.

What about the pharmaceutical industry?

It is hard to determine how unbiased the assessment of a drug is because The Association of British Pharmaceutical Industries (ABPI) is active in the fields of industry, government, news media and professions. However, medical representatives remain the best and most effective means of producing a sale or prescription. These representatives are highly trained and attend major sales meetings. When visiting general practitioners, these representatives discuss prescribing of local general practitioners. He also distributes small gifts and samples and organizes local lunches, dinners, and film shows at which the firm’s products are displayed. Thus, sales promotion plays an important part in inducing doctors to prescribe new products.

What about the government?

It is suggested that the existence of the National Health Service leads to abuse by patients. However, this is not true: other countries that do not have this service, do not show lower prescribing rates. The cost of pharmaceutical services is thus not an explanation of the overall increase in prescription of psychotropic drugs.

Furthermore, the government tries to control costs with four procedures:

  1. Control of drugs prescribed. In 1912, doctors were precluded from prescribing preparations that were not drugs. Most of the contemporary measures to control prescriptions are also based on persuading doctors to prescribe standard preparations.
  2. Control of an individual’s doctor prescribing. The research unit of the Department identifies high-cost prescribers. If a doctor is identified as a high-cost prescriber, then he is selected for further investigation.
  3. Informative publications. The Department also publishes articles about lists of approved drugs, histograms on comparative costs, drug tariffs, and executive council notes.
  4. Control of and restraints on prices. There have been attempts to control the price of drugs and to restrain the cost of prescriptions by the introduction of prescription charges.

What can be concluded?

The pharmaceutical industry develops, promotes and supplies drugs. Doctors prescribe it, pharmacists dispense it. Patients consume it, and through the National Health Service they are paid for by taxpayers.  Furthermore, the pharmaceutical industry also defines and re-defines indications for the use of drugs and has thus influenced diagnosis. It is also possible to view the doctor as a ‘manipulated’ agent between producer and consumer. However, if the doctor is insufficiently trained, then is this the fault of the doctor, or of education? In sum, the profession, industry, government, pharmacists, politicians, and patients should start discussions in order to develop rational policies and responsible prescribing. However, before this can happen, patients need to become more aware of rational therapy and more critical of drug treatments.

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Article summary with Possible role of more positive social behaviour in the clinical effect of antidepressant drugs by Young a.o. - 2014

Article summary with Possible role of more positive social behaviour in the clinical effect of antidepressant drugs by Young a.o. - 2014

Introduction

Two important characteristics of antidepressants: 1) they aren’t as effective as an ideal antidepressant would be, and 2) there’s a delay in their maximal effect. A proposed biological mechanism for the delay in onset is that different classes of antidepressants cause slow changes in pre- or postsynaptic mechanisms that increase serotonin function – responsible for mood improvement. Another proposed mechanism is based on a cognitive neuropsychological model suggesting that antidepressants “change the relative balance of positive to negative emotional processing,” resulting in later changes in mood. This paper suggests another mechanism involving serotonin-induced changes in social behaviour that will improve mood.

Serotonin and Social Behaviour in Animals and Humans

Aggression is a more dramatic aspect of social behaviour. A meta-analysis concluded that serotonin “has an overall inhibitory effect on aggression” in various animals. Findings suggest that serotonin may alter social behaviour along the continuum of agnostic to affiliative. Research suggests this may also be true in humans.

Acute tryptophan depletion increases aggressive responses and decreases affiliative behaviour according to lab tests. Conversely, tryptophan supplements may decrease aggression and increase positive social behaviour. Tryptophan given to schizophrenic patients decreased the number of incidents on the ward requiring intervention. Another study gave aggressive patients tryptophan, leading to a decreased need for injections of antipsychotics and sedatives to control agitated/violent behaviour. The first study found tryptophan to decrease quarrelsome behaviour but not affect agreeable behaviours (possible ceiling effect). This was tested in the latter study, where participants were psychiatrically healthy but in the upper levels of the population distribution for irritability. In these individuals, tryptophan decreased quarrelsome behaviours and increased agreeable ones. This change occurred without an effect of tryptophan on their appraisal of the agreeableness of their interaction partners – suggesting a direct effect on behaviour instead of an indirect effect mediated by changes in participants’’ cognitive appraisal of others. This is consistent with the fact that altered serotonin function can influence social behaviour in organisms with primitive nervous systems.

Effect of Antidepressants on Social Behaviour in Healthy Humans

Seretti and colleagues reviewed 30+ studies where the effects of antidepressants were compared with placebo in healthy participants. They concluded that generally there were no effects on mood. The effects that did occur were more consistent when the antidepressants were given (sub)chronically rather than acutely, and effects included alterations in social behaviour.

Knutson and colleagues found SSRI paroxetine to decrease subjective irritability and increase affiliative behaviour on a dyadic lab puzzle task in healthy volunteers. Tse and Bond conducted 5 studies where the effects of antidepressants were compared to placebo given to healthy participants, results as followed:

  1. Citalopram increased self-directedness but not cooperativeness.
  2. Citalopram had no effect on ratings by roommates, but increased cooperative behaviour in a laboratory game.
  3. Reboxetine, but not citalopram, caused participants to show more cooperative communication with a confederate behaving nonsociably and to give more cooperative communications in a mixed-motive game.
  4. No effect of reboxetine on behaviour along agreeable-quarrelsome dimension, but roommates considered participants more cooperative and agreeable when receiving reboxetine.
  5. Reboxetine had no significant effect on irritability, cooperation, or any other measure.

Variability in results is due to various factors (differences in study design, outcome measures, sample sizes). But several studies found changes consistent with improvements in behaviour along the agreeable-quarrelsome dimension – providing modest support for the idea that antidepressants may decrease agonistic and increase affiliative social behaviours in humans. Reboxetine is suggested to increase serotonin function – serotonin may be a mediator of the effects of antidepressants.

Effect of Antidepressants on Social Behaviour in Patients

Irritability occurs in roughly half of depressed patients, and usually resolves with successful treatment. Reviews suggest that about 1/3 of depressed patients experience anger attacks. One study compared effects of sertraline, imipramine, and placebo on anger attacks in patients with atypical depression and dysthymia. Anger attacks ceased in 50% of patients in active treatment groups compared to 37% in placebo group.

Studies have compared effects of antidepressants and placebo on agonistic behaviour in patients with diagnoses other than depression. One found that fluoxetine decreased anger in patients with borderline personality disorder (BPD), and another found it to decrease irritability and aggression in patients with various personality disorders. However, another study found no effect of SSRI fluvoxamine on aggression in women with BPD. A study treating aggressive schizophrenic inpatients with found that it decreased the frequency of aggressive incidents.

Overall results from various studies support the idea that patients with elevated irritability may respond quicker to treatment with SSRIs than patients with only depressed mood. Results provide evidence that SSRIs can decrease aggression, anger, and irritability.

Social Interactions During Depression and Depressed Mood

Hames and colleagues reviewed interpersonal processes thought to be involved in initiating and maintaining depression. Depressed patients tend to have social skills deficits, seek reassurance excessively while also seeking negative feedback and exhibit both interpersonal inhibition and dependency. Many studies looked at how depressed mood influences social behaviour in interaction partners – no direct evidence that the response of others toward those with depressed moods was mediated directly by irritability/anger associated with depression. But it’s a plausible explanation given that quarrelsome/aggressive behaviours tend to be reciprocated by others.

Complementarity in Social Interactions and its Implications for Mood Regulation

People respond to the behaviours of others in a way governed partly by the specific behaviour of the other. It’s proposed that a person’s interpersonal actions evoke a complementary response leading to a repetition of the person’s original actions and that a certain level of intensity tends to evoke a response of similar intensity. Many studies support the idea that quarrelsomeness tends to evoke quarrelsomeness and agreeableness evokes agreeableness, though the exact response can be modulated by the context. Taken together, research suggests that in most people, more agreeable behaviours toward others will tend to be reciprocated and result in a more positive mood. Vice versa for quarrelsome behaviours – resulting in a negative mood.

Complementarity of behaviours, together with changes in mood/appraisal of others, could contribute to an iterative cycle in everyday life.

Possible Role of Changes in Social Behaviour Along the Agreeable-Quarrelsome Dimension in the Effects of Antidepressants on Mood

Research suggests:

  1. Most antidepressants enhance serotonin function
  2. Serotonin influences behaviour along the agreeable-quarrelsome dimension
  3. Depressed patients tend to be irritable and sometimes have anger attacks
  4. People tend to respond to quarrelsome behaviour with quarrelsome behaviour – same for agreeable behaviour.
  5. More quarrelsome interactions tend to be associated with negative mood, and agreeable behaviour with positive mood.

Hypothesis based on the effects of antidepressants and serotonin on mood -> changes in social behaviour are a way in which antidepressants can improve mood. The change in mood after each interaction will be small, but after many interactions the effect should be much greater. Consistent with the idea of slow onset of action of antidepressants.

Increases in positive affect associated with more positive social interactions and decreases in negative affect associated with fewer negative interactions may play a role in improvement of mood in depressed patients. But increases in positive affect may be more important than decreases in negative affect. Research show positive and negative affect to be separate dimensions rather than opposites on one continuum. Enhancement of positive social behaviour may be more primary in the action of antidepressants than the inhibition of negative social behaviour.

Role of More Prosocial Behaviour and Other Mechanisms in Mediating the Response to Antidepressants

Slow onset of antidepressants is possibly due to initial inhibit firing of serotonergic neurons, though adaptive changes occurring result in important increases in serotonin function. Research on tryptophan suggests small increases in serotonin release to be enough to promote more positive social interactions. But improvement in mood mediated by changes in social behaviour may be important in initial effects of antidepressants, and may be augmented by direct effects on mood associated with larger increases in serotonin functioning happening later.

Cognitive neuropsychological model of antidepressant action suggests that from initiation of treatment, antidepressants create implicit positive biases in attention, appraisal, and memory and that delay in effects on mood are because of the time it takes for these emotional processing biases to influence mood.

The cognitive neuropsychological and social interaction models suggest that antidepressant alter responses to stimuli. In the cognitive model, change is to a more positive appraisal of neutral and emotional stimuli. In the social model, the stimuli are people whom a depressed patient encounters daily – change is a shift away from quarrelsome and toward agreeable behaviour. The important difference is in how the altered response to a stimulus improves mood. In the cognitive model changes occur in the mind (positive appraisals of stimuli) and in the social model the change is in behaviour.

The models are different but not mutually exclusive. Antidepressants may be moving to more agreeable behaviour while simultaneously reinforcing this change through more positive cognitive appraisal of situations. This initiates a cycle of more positive social behaviour resulting in a clinically significant improvement tin mood. 

Conclusion

Evidence is stronger for increased serotonin function and antidepressants decreasing aggressive behaviour than for increasing agreeable behaviour. There’s inconsistency in results on the effects of antidepressants on behaviour – could be attributed to use of measures. Also a lot of the evidence for agreeable social behaviour is mainly based on studies on healthy rather than depressed people. Lastly, if more positive social interactions are a clinically significant factor in the action of antidepressants, then patients who have more social interactions early in treatment may be expected to respond better to it.

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Article summary of Drug Tolerance, Drug Addiction, and Drug Anticipation by Siegel - Chapter

Article summary of Drug Tolerance, Drug Addiction, and Drug Anticipation by Siegel - Chapter

How does Pavlovian conditioning work in the context of addiction? 

It has been known for decades that addicts experience symptoms of drug withdrawal when they encounter situations or environments that they associate with their drug use. Just the sight of drug paraphernalia or speaking about drugs to other people can elucidate these symptoms. This is due to Pavlovian (or classical) conditioning. In Pavlovian conditioning, there are unconditional and conditional stimuli, as well as unconditional and conditional responses. In the context of drug use, the unconditional stimulus is the pharmacological effect of the drug. The drug induces a compensatory response in the body. For example, alcohol has a temperature-lowering effect, so after ingestion, the body raises its temperature to compensate. The cues or environment accompanying the administration of the drug are the conditional stimuli, which need to be associated with the effects of the drug multiple times before being effective in elucidating withdrawal symptoms. Eventually, these cues (the conditional stimuli) will bring about conditional compensatory responses. These conditional compensatory responses also counteract the drug effect, even when no drug was administered.

What factors influence the strength of an addict’s tolerance? 

An addict’s tolerance to a certain drug increases when, due to repeated use, the drug’s effect on their body decreases. The more that the conditional compensatory response strengthens, and thus the drug’s effects are more highly counteracted, the higher someone’s tolerance will be. Situational specificity of tolerance is a concept that illustrates the effects of the specific environment (conditional stimuli) on drug tolerance levels. In experiments designed to demonstrate situational specificity of tolerance, people are administered drugs in the exact same environment multiple times in the tolerance-development phase. After, in a tolerance-test session, the participants are split up into two groups. One group is administered drugs in the same environment as before, and one group’s drug administration environment changes. Those in the unchanged environment will show heightened tolerance to the drug due to the conditional stimuli (the environmental cues). However, those in the changed environment will show lowered tolerance, and the effect of the drug on them is stronger than it was at the end of the tolerance-development phase. For example, college students have been shown to display less alcohol tolerance when they consume a familiar alcoholic beverage than when they consume an unfamiliar, peppermint-flavored blue beverage with the same alcohol content. This situational specificity of tolerance has also been shown to apply to potentially lethal doses of drugs.

What causes symptoms of withdrawal? 

Withdrawal symptoms are caused by conditional compensatory responses when there is no drug provided after the conditional stimuli. In other words, if a drug is not administered after the typical stimuli that precede drug use, withdrawal symptoms begin. The feeling of withdrawal is simply the compensatory response reaching its full expression because there is no drug effect to counteract it. It is important to note that the anticipation of drug use is what causes withdrawal, not the drug itself. In addition to drug compensatory responses, these withdrawal symptoms can also manifest as neurochemical responses which are felt as cravings. 

What are the different types of drug-related cues? 

There are two broad categories of cues when it comes to the Pavlovian conditioning of drugs: exteroceptive and interoceptive cues. Exteroceptive cues, which are more commonly used in experiments, are those that can be seen, heard, or smelled by both the experimenter and the subject. Interoceptive clues are those that only the subject is aware of which become associated with the administration of a drug. Within interoceptive cues, there are self-administration cues and drug-onset cues. Self-administration cues refer to the ritual that one participates in while administering themselves the drug, such as injecting themselves with a drug intravenously. This kind of cue will also function as a conditional stimulus, bringing about a conditional compensatory response. It has been shown that tolerance is higher after one goes through their typical self-administration procedure than when they are administered the same amount of the drug by an experimenter. Drug-onset cues describe the immediate effect of a drug before its full effect comes through. Drug-onset cues, such as the warm feeling that alcohol tends to immediately elicit, consistently precede the stronger effects of the drug. In rats, it has been shown that administering a small dose of a drug elicits symptoms of withdrawal when the full and expected dose is not then provided. The rats had associated the drug-onset cues with the eventual full drug effect. 

What are the implications of these findings for addiction treatment? 

Behavioral therapies for drug addiction can utilize Pavlovian conditioning. In these therapies, predrug conditional cues can be extinguished by presenting the addict with the conditional cue and denying them access to the drug. It would be helpful to incorporate interoceptive drug cues, including memories, emotions, and cognitions into the pool of conditional predrug cues. Accurate insight into the possible predrug cues for the addict, both exteroceptive and interoceptive, will allow for the most effective drug addiction treatment.

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