Podcast
Questions and Answers
Why are preventative interventions for affective disorders often designed to be low intensity, with low risk of side effects, and/or low cost to deliver?
Why are preventative interventions for affective disorders often designed to be low intensity, with low risk of side effects, and/or low cost to deliver?
- To reduce the likelihood of individuals developing a dependence on long-term therapeutic interventions.
- To minimize potential harm and ethical concerns associated with administering treatments to individuals who are not currently ill. (correct)
- To align with the limited resources typically allocated to mental health services, ensuring cost-effectiveness.
- To ensure broad accessibility and appeal to the general population, maximizing participation rates.
Which of the following measures is considered a preventative measure that is not specifically therapeutic?
Which of the following measures is considered a preventative measure that is not specifically therapeutic?
- Implementing family-focused psychological interventions targeted at young people at risk.
- Providing Interpersonal and Social Rhythm Therapy (IPSRT) to the general population.
- Administering pharmacological therapies to individuals with a family history of affective disorders.
- Detecting signs of relapse, prelapse or prodrome to signal a need for increased monitoring or intervention. (correct)
What is a primary challenge associated with intervening at the earliest possible point when an affective disorder is evident?
What is a primary challenge associated with intervening at the earliest possible point when an affective disorder is evident?
- The difficulty in obtaining informed consent from individuals experiencing early symptoms.
- The frequent misrecognition of affective disorders, leading to delays in accurate diagnosis and treatment. (correct)
- The potential for over-diagnosis and unnecessary medicalization of subclinical symptoms.
- The lack of effective treatment options for individuals in the early stages of affective disorders.
Why have preventative strategies for affective disorders traditionally not been very successful?
Why have preventative strategies for affective disorders traditionally not been very successful?
Which statement best describes a key ethical consideration regarding preventative interventions for affective disorders?
Which statement best describes a key ethical consideration regarding preventative interventions for affective disorders?
How do online anti-suicide interventions primarily target their preventative efforts?
How do online anti-suicide interventions primarily target their preventative efforts?
Early intervention in affective disorders can be difficult because:
Early intervention in affective disorders can be difficult because:
What are the primary reasons for the increasing emphasis on early intervention in mental health?
What are the primary reasons for the increasing emphasis on early intervention in mental health?
Aside from developing new therapies, what approach is being increasingly emphasized to improve treatment outcomes for affective disorders?
Aside from developing new therapies, what approach is being increasingly emphasized to improve treatment outcomes for affective disorders?
What challenges are associated with researching early intervention strategies for affective disorders?
What challenges are associated with researching early intervention strategies for affective disorders?
Based on Michael Berk's trial, which medication was found to be more effective for people after their first episode of mania?
Based on Michael Berk's trial, which medication was found to be more effective for people after their first episode of mania?
Why is investment in early intervention services for affective disorders considered insufficient?
Why is investment in early intervention services for affective disorders considered insufficient?
What approach is commonly used for treatment selection in affective disorders, despite the availability of numerous treatments?
What approach is commonly used for treatment selection in affective disorders, despite the availability of numerous treatments?
According to the research cited, how do individuals with overactive inflammatory responses respond to standard antidepressant medications for depression?
According to the research cited, how do individuals with overactive inflammatory responses respond to standard antidepressant medications for depression?
What does the research suggest about individuals with higher cortisol secretion and their response to psychological therapies?
What does the research suggest about individuals with higher cortisol secretion and their response to psychological therapies?
What is the significance of identifying factors that predict response versus nonresponse to interventions for affective disorders?
What is the significance of identifying factors that predict response versus nonresponse to interventions for affective disorders?
What is the significance of replicating predictive models in both retrospective and prospective studies?
What is the significance of replicating predictive models in both retrospective and prospective studies?
A researcher finds that high cortisol levels and inflammation are correlated with non-response to initial depression treatments. What is a logical next step in investigating this?
A researcher finds that high cortisol levels and inflammation are correlated with non-response to initial depression treatments. What is a logical next step in investigating this?
What is the primary distinction between a fully personalized medicine approach and a stratified medicine approach in treating affective disorders?
What is the primary distinction between a fully personalized medicine approach and a stratified medicine approach in treating affective disorders?
What is a key challenge in establishing reliable predictive models for treatment response in affective disorders?
What is a key challenge in establishing reliable predictive models for treatment response in affective disorders?
A patient with treatment-resistant depression has tried multiple antidepressants without success. According to the information, which factor would suggest a potentially worse outcome with further treatment?
A patient with treatment-resistant depression has tried multiple antidepressants without success. According to the information, which factor would suggest a potentially worse outcome with further treatment?
In the context of developing predictive models for treatment response, what does 'a priori' mean in the statement 'predictive markers are set out a priori'?
In the context of developing predictive models for treatment response, what does 'a priori' mean in the statement 'predictive markers are set out a priori'?
Why is it important to validate predictive models in controlled trials, rather than only in naturalistic studies of treatment?
Why is it important to validate predictive models in controlled trials, rather than only in naturalistic studies of treatment?
What is the significance of conducting systematic reviews in predicting treatment response, such as the Taylor et al. review mentioned?
What is the significance of conducting systematic reviews in predicting treatment response, such as the Taylor et al. review mentioned?
What is the primary purpose of a stratified randomized trial in the context of treatment selection using a predictive model?
What is the primary purpose of a stratified randomized trial in the context of treatment selection using a predictive model?
Why has research on depression received more attention than research on bipolar disorder?
Why has research on depression received more attention than research on bipolar disorder?
Which of the following best describes a significant challenge in conducting research with participants in acute manic states?
Which of the following best describes a significant challenge in conducting research with participants in acute manic states?
What is 'unipolar mania,' and why is it relevant in the context of affective disorders?
What is 'unipolar mania,' and why is it relevant in the context of affective disorders?
What is the potential benefit of using computational models alongside clinical expertise in understanding affective disorders?
What is the potential benefit of using computational models alongside clinical expertise in understanding affective disorders?
How can technological and social progress aid in advancing research on affective disorders?
How can technological and social progress aid in advancing research on affective disorders?
Which of the following scenarios exemplifies the challenges researchers face when studying individuals experiencing mania?
Which of the following scenarios exemplifies the challenges researchers face when studying individuals experiencing mania?
Given the complexities of researching affective disorders, what approach is most likely to yield significant advancements in the field?
Given the complexities of researching affective disorders, what approach is most likely to yield significant advancements in the field?
Flashcards
Preventative Interventions
Preventative Interventions
Strategies aimed at stopping an affective disorder from developing in the first place.
Challenges of Preventative Interventions
Challenges of Preventative Interventions
Preventative strategies have not been very effective traditionally, and treatments given to healthy people may be considered unethical.
Examples of Preventative Interventions
Examples of Preventative Interventions
Low-risk, low-cost interventions like IPSRT and psychoeducation, often used in preventative settings, tend to focus on at-risk populations.
Detection of Prelapse
Detection of Prelapse
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Prodrome
Prodrome
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Interventions for Initial Illness Onset
Interventions for Initial Illness Onset
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Early Intervention
Early Intervention
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Delays in Diagnosis
Delays in Diagnosis
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Impact of Delayed Intervention
Impact of Delayed Intervention
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Lithium vs. Quetiapine
Lithium vs. Quetiapine
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Group Psychotherapy
Group Psychotherapy
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Challenges in Early Intervention Research
Challenges in Early Intervention Research
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Personalized Treatment
Personalized Treatment
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Trial and Error Approach
Trial and Error Approach
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Inflammation Biomarkers and Antidepressants
Inflammation Biomarkers and Antidepressants
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Cortisol/Inflammation & Treatment Response
Cortisol/Inflammation & Treatment Response
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Non-biological Predictors in TRD
Non-biological Predictors in TRD
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Replicating Predictive Models
Replicating Predictive Models
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Naturalistic Treatment Studies
Naturalistic Treatment Studies
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Personalized Medicine Approach
Personalized Medicine Approach
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Stratified Medicine
Stratified Medicine
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Stratified Medicine Example
Stratified Medicine Example
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Multimodal Predictors
Multimodal Predictors
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Stratified Randomised Trial
Stratified Randomised Trial
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Predictive Model in Treatment Selection
Predictive Model in Treatment Selection
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Unipolar Mania
Unipolar Mania
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Depression Prevalence in Affective Disorders
Depression Prevalence in Affective Disorders
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Challenges of Researching Mania
Challenges of Researching Mania
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Symptoms of Mania
Symptoms of Mania
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Informed Consent and Mania
Informed Consent and Mania
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Disentangling Affective Disorders
Disentangling Affective Disorders
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Study Notes
- Preventative interventions are receiving increased attention for affective disorders
- Preventing illness eliminates disability burden
- Preventative strategies have traditionally not been successful and could be costly or unethical to administer to people who are not currently ill
- Preventative interventions are often low intensity, with low risk of side effects, low cost, and typically exclude pharmacological therapies
Examples of Preventative Interventions
- Interpersonal and social rhythm therapy (IPSRT)
- Psychoeducation
- Online anti-suicide interventions
- Preventative measures include detecting relapse, prelapse, or prodrome as signals for increased monitoring or intervention
- Interventions to prevent initial illness onset often include psychological interventions, which are family-focused and targeted at young people
Early Intervention
- Early intervention for affective disorders is an alternative to total prevention
- Affective disorders are often poorly recognized, leading to delays in diagnosis and treatment
- Delays to appropriate intervention are associated with poorer long-term illness outcomes
- Early intervention in psychosis services has proven successful in improving outcomes and reducing healthcare costs
Early Evidence
- A trial by Michael Berk found lithium to be superior to quetiapine for people with bipolar disorder after their first episode of mania
- An ongoing trial is examining the effects of group psychotherapy early in the course of bipolar disorder
- Poor detection rates make it difficult to identify sufficient sample sizes for early-stage trials
Challenges in Early Intervention Research
- Need to assess long-term outcomes
- Trials are difficult and costly to conduct
- Lack of evidence hinders investment in early intervention services for affective disorders
Personalizing Treatments
- Research is focusing on personalizing treatments given the numerous treatment options available
- Treatment selection is still often done using a trial and error approach
- Attempts are being made to identify factors before treatment to predict response versus nonresponse
Biological Markers
- Meta-analysis shows that people with over activity of inflammatory responses respond less well to standard antidepressant medications
- People with higher cortisol secretion suggesting a dysregulated HPA axis respond less well to psychological therapies
- Inflammation predicts non-response to psychological therapy
- High cortisol is found in antidepressant-resistant patients
Non-Biological Factors
- Severity of depressive symptoms before treatment
- Number of previously unsuccessful treatments
- Studies are increasingly examining multimodal (biological and non-biological) predictors
Models Predicting Response
- Models must be replicated retrospectively and prospectively
- Naturalistic studies of treatment set predictive markers a priori
- Controlled trials are needed to ensure other factors do not account for benefits
Personalized Medicine
- Involves assessing and analysing an individual's characteristics to determine the most suitable intervention
- Stratified medicine categorizes people dichotomously based on factors like cortisol or inflammation levels
Example of Stratified Medicine
- Targeting those with aberrant biology to medication antidepressants
- Directing those without biological abnormalities to psychological intervention
- Depression is a common feature across all affective disorders
- Depression receives the most attention in the literature
Challenges in Researching Mania
- Practical challenges researching people experiencing mania
- Participants in acute manic states may be unable to complete measures and tasks
- Prominent symptoms include distractibility, highly goal-directed activity, flight of ideas, racing thoughts, pressured speech, and risky behaviours
- Challenges in participants attending research visits and providing informed consent
- Difficulties in brain scans due to the need to remain still
Summary
- Large-scale research drives with many participants and data types can be facilitated via technological and social progress
- Computational models and clinical expertise can disentangle affective disorders into homogeneous subgroups
- This understanding will facilitate optimized treatment through new compounds, preventative, early, personalized, and evidence-based intervention
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