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. 2024 Sep;2(9):1111-1119.
doi: 10.1038/s44220-024-00291-5. Epub 2024 Aug 8.

Mood instability metrics to stratify individuals and measure outcomes in bipolar disorder

Affiliations

Mood instability metrics to stratify individuals and measure outcomes in bipolar disorder

Sarah H Sperry et al. Nat Ment Health. 2024 Sep.

Abstract

Clinical care for bipolar disorder (BD) has a narrow focus on prevention and remission of episodes with pre/post treatment reductions in symptom severity as the 'gold standard' for outcomes in clinical trials and measurement-based care strategies. The study aim was to provide a innovative method for measuring outcomes in BD that has clinical utility and can stratify individuals with BD based on mood instability. Participants were 603 with a BD (n=385), other or non-affective disorder (n=71), or no psychiatric history (n=147) enrolled in an longitudinal cohort for at least 10 years that collects patient reported outcomes measures (PROMs) assessing depression, (hypo)mania, anxiety, and functioning every two months. Mood instability was calculated as the intraindividual standard deviation (s.d.) of PROMs over one-year rolling windows and stratified into low, moderate, and high thresholds, respectively. Individuals with BD had significantly higher one-year rolling SDs for depression, (hypo)mania, and anxiety compared to psychiatric comparisons (small - moderate effects) and healthy controls (large effects). A significantly greater proportion of scores for those with BD fell into the moderate (depression: 50.6%; anxiety: 36.5%; (hypo)mania: 52.1%) and high thresholds (depression: 9.4%; anxiety: 6·1%; (hypo)mania: 10·1%) compared to psychiatric comparisons (moderate: 32.3 - 42·9%; high: 2.6% - 6·6%) and healthy controls (moderate: 11.5% - 31.7%; high: 0.4% - 5.8%). Being in the high or moderate threshold predicted worse mental health functioning (small to large effects). Mood instability, as measured in commonly used PROMs, characterized the course of illness over time, correlated with functional outcomes, and significantly differentiated those with BD from healthy controls and psychiatric comparisons. Results suggest a paradigm shift in monitoring outcomes in BD, by measuring intraindividual SDs as a primary outcome index.

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Conflict of interest statement

Competing Interests Statement Melvin G. McInnis has received consulted and research support from Janssen Pharmaceuticals and has two US patents to the University of Michigan (US Patent #9,685,174; US Patent #11, 545, 173). AKY and SHS have no disclosures to report.

Figures

Figure 1.
Figure 1.. Consort Diagram
Consort diagram showing final sample size based on selection criteria.
Figure 2.
Figure 2.
Thresholding of One-Year Rolling S.D. Scores Across Diagnostic Groups A. Mosaic plot showing proportion of one-year rolling PHQ-9 S.D. scores in low, moderate, and high thresholds by diagnosis. B. Scatterplot showing individual participant thresholds based on the average of their one-year rolling PHQ-9 S.D. scores. C. Mosaic plot showing proportion of one-year rolling ASRM S.D. scores in low, moderate, and high thresholds by diagnosis. D. Scatterplot showing individual participant thresholds based on the average of their one-year rolling ASRM S.D. scores. E. Mosaic plot showing proportion of one-year rolling GAD-7 S.D. scores in low, moderate, and high thresholds by diagnosis. F. Scatterplot showing individual participant thresholds based on the average of their one-year rolling GAD-7 S.D. scores. BD = Bipolar Disorders; HC = Healthy Control; PC = Psychiatric Comparison. Solid lines represent the cutoff for moderate instability, dashed lines represent the cutoff for high instability.
Figure 3.
Figure 3.
Relationship between One-Year Rolling S.D. Thresholds and Mental and Physical Health Functioning Violin plots showing A. MCS T Scores by low, moderate, and high thresholds for One-year Rolling PHQ-9 S.D. scores. B. PCS T Scores by low, moderate, and high thresholds for One-year Rolling PHQ-9 S.D. scores. C. MCS T Scores by low, moderate, and high thresholds for One-year Rolling ASRM S.D. scores. D. PCS T Scores by low, moderate, and high thresholds for One-year Rolling ASRM S.D. scores. E. MCS T Scores by low, moderate, and high thresholds for One-year Rolling GAD-7 S.D. scores. F. PCS T Scores by low, moderate, and high thresholds for One-year Rolling GAD-7 S.D. scores. MCS T score = Mental Component Summary from the SF-12. PCS T score = Physical Component Summary from SF-12. T Scores have a mean of 50 (dashed black line) and standard deviation of 10. Higher T scores indicate better functioning. Black diamond reflects the group mean.

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