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Updated: Jun 23, 2025

A New Method for Inducing a Depression-Like Behavior in Rats
Published on: February 22, 2018
Examining time-varying dynamics of co-occurring depressed mood and anxiety
Marilyn L Piccirillo1, Madelyn R Frumkin2, Katie Malloy Spink3
1University of Washington, Department of Psychology, United States of America; Rutgers Robert Wood Johnson Medical School, Department of Psychiatry, United States of America.
Background:
Dimensional frameworks of psychopathology call for multivariate approaches to map co-occurring disorders to index what symptoms emerge when and for whom. Ecological momentary assessment (EMA) offers a method for assessing and differentiating the dynamics of co-occurring symptoms with greater temporal granularity and naturalistic context. The present study used multivariate mixed effects location-scale modeling to characterize the time-varying dynamics of depressed mood and anxiety for women diagnosed with social anxiety disorder (SAD) and major depression (MDD).
Methods:
Women completed five daily EMA surveys over 30 days (150 EMA surveys/woman, T ≈ 5250 total observations) and two clinical diagnostic and retrospective self-report measures administered approximately two months apart.
Results:
There was evidence of same-symptom lagged effects (bs = 0.08-0.09), but not cross-symptom lagged effects (bs < 0.01) during EMA. Symptoms co-varied such that momentary spikes from one's typical level of anxiety were associated with increases in momentary depressed mood (b = 0.19) and greater variability of depressed mood (b = 0.06). Similarly, spikes from one's typical levels of depressed mood were associated with increases in momentary anxiety (b = 0.19). Furthermore, the presence and magnitude of effects demonstrated person-specific heterogeneity.
Limitations:
Our findings are constrained to the dynamics of depressed and anxious mood among cisgender women with primary SAD and current or past MDD.
Conclusions:
Findings from this work help to characterize how daily experiences of co-occurring mood and anxiety fluctuate and offer insight to aid the development of momentary, person-specific interventions designed to regulate symptom fluctuations.
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