A review of FDA-approved treatment options in bipolar depression
Why this work is in the frame
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Bibliographic record
Abstract
OBJECTIVES/INTRODUCTION: Herein we review the evidence supporting Food and Drug Administration (FDA) approved and emerging treatments for bipolar depression. METHODS: A PubMed search of all English-language articles published up to July 2013 was conducted. The search terms were quetiapine, olanzapine-fluoxetine, olanzapine, lurasidone, ketamine, modafinil/armodafinil, and lamotrigine. The search was augmented with a manual review of relevant article reference lists, as well as posters presented at national and international meetings. Articles selected for review were based on the adequacy of sample size, the use of standardized diagnostic instruments, validated assessment measures, and overall manuscript quality. RESULTS: Olanzapine-fluoxetine combination (OFC), quetiapine, and lurasidone are FDA-approved for the acute treatment of bipolar depression. Lurasidone is the most recently approved agent for bipolar depression. Olanzapine-fluoxetine combination and quetiapine are approved as single modality therapies while lurasidone is approved as a monotherapy and as an adjunct to lithium or divalproex. The overall effect size of the 3 treatments in mitigating depressive symptoms is similar. Clinically significant weight gain and metabolic disruption as well as sedation are significant limitations of OFC and quetiapine. The minimal propensity for weight gain as well as the metabolic neutrality of lurasidone in the bipolar population is a clinically significant advantage. Evidence also supports lamotrigine with compelling evidence as an adjunct to lithium and in recurrence prevention paradigm; suggested evidence also exists for ketamine and modafinil/armodafinil; notwithstanding, these treatments remain investigational. CONCLUSION: Relatively few agents are FDA-approved for bipolar depression. The selection and sequencing of agents in bipolar depression should give primacy to those agents that are FDA-approved. Further refinement of the selection process will need to pay careful attention to the relative hazards of weight gain and metabolic disruption in this highly susceptible population. Other agents with differential mechanisms (eg, ketamine) offer a promising alternative in bipolar depression.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it