Publication date: Jul 07, 2025
Diagnostic accuracy is an unmet need for major depressive disorder (MDD) and major depressive episode (MDE) in bipolar disorder. Very limited research has evaluated bipolar disorder/MDE and MDD using ecological momentary assessment (EMA) time-series data. We aimed to examine differentiating phenomenological characteristics in positive affect dynamics, and temporal relationships with pleasure towards current activity and meaning in life (MIL), among MDD, MDE/bipolar disorder and healthy controls using EMA. Participants (N = 88, mean age 28. 7 years, 69% female), including individuals with MDD (n = 29) and MDE/bipolar disorder (n = 29) and healthy controls (n = 30), were assessed for positive affect, pleasure and MIL 5 times daily over a 2-week period. Multilevel modelling analysis was conducted, with estimation of first-order autoregressive model structure and time-lagged relationship between pleasure and positive affect. From 4632 EMA observations, positive affect dynamics (inertia, variability and instability) did not differ significantly across groups (all P > 0. 05). Although all groups demonstrated a bidirectional relationship between positive affect and pleasure, for MDE/bipolar disorder, both pleasure (β = -0. 11, t[51. 09] = -2. 31, P = 0. 025) and positive affect (β = -0. 13, t[56. 54] = -2. 30, P = 0. 025) predicted subsequent MIL less significantly than for MDD and healthy controls. Individuals with MDE/bipolar disorder, but not MDD, had less self-reported MIL from positive affect and pleasure. There is little evidence that emotional experience alone characterises the pathophysiology between MDD and MDE/bipolar disorder; such investigation may be limited by within-group heterogeneity. Our findings provide a new perspective on using a time-series approach beyond bimodal measures in EMA to differentiate bipolar disorder/MDE and MDD.
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| Concepts | Keywords |
|---|---|
| Autoregressive | anhedonia |
| Bipolar | bipolar disorder |
| Daily | depression |
| Female | |
| Pathophysiology |
Semantics
| Type | Source | Name |
|---|---|---|
| disease | MESH | anhedonia |
| disease | MESH | major depressive disorder |
| drug | DRUGBANK | Methylenedioxyethamphetamine |
| disease | MESH | bipolar disorder |
| disease | MESH | depression |