Predictors of depressive symptom emergence and recurrence in youth at risk of mood disorders: Findings from the T-RAD study.

BACKGROUND: The prevalence of Major Depressive Disorder (MDD) among adolescents has increased substantially, underscoring the need to identify predictors of onset. We investigated the associations between mood-related factors, resilience factors, and quality-of-life domains and emergence of elevated depressive symptoms in adolescents and young adults at risk for depression. METHODS: Participants enrolled in the RAD arm of the Texas Resilience Against Depression (T-RAD) study (longitudinal, observational) were included in the current analysis. Depressive symptom emergence was defined as the first occurrence of a categorical score of mild, moderate, severe, or very severe depression as reported using the Inventory of Depressive Symptomatology - Self Report (IDS-SR), Quick Inventory of Depressive Symptomatology Clinician Report (QIDS-C), and Patient Health Questionnaire-9 (PHQ-9). Cox proportional hazards models were used to assess associations between clinical assessments and the time to elevated symptom emergence. RESULTS: Among RAD study participants (n = 111), 44.1% (n = 49) reported elevated depressive symptoms in at least one visit in up to 7.7 years of study participation, with average time to symptom emergence of 0.78 years and a mean age at symptom emergence of 19.7 years. Among those who reported elevated depressive symptoms, 69.4% (n = 34) reported additional occurrence of elevated symptoms, with significantly lower baseline psychological quality-of-life scores (p = .02). Baseline anxiety, childhood emotional abuse, poor family connectedness, and low psychological health, were significantly associated with increased risk of experiencing elevated depressive symptoms (p < .05). CONCLUSION: Our preliminary findings highlight family connectedness and psychological well-being as prevention targets among at-risk youth. CLINICAL TRIALS REGISTRATION: The RAD study was registered in ClinicalTrials.gov (NCT03458936).

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PubMed
Published
2026-11-08
DOI
https://doi.org/10.1016/j.jad.2026.122724
Primary Topic
Child and Adolescent Psychosocial and Emotional Development
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article
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article

Predictors of depressive symptom emergence and recurrence in youth at risk of mood disorders: Findings from the T-RAD study.

Taryn L. Mayes, Srividya Vasu, Jennifer L. Hughes, Cherise Chin Fatt et al.
PubMed
Child and Adolescent Psychosocial and Emotional Development
article

Predictors of depressive symptom emergence and recurrence in youth at risk of mood disorders: Findings from the T-RAD study.

Taryn L. Mayes, Srividya Vasu, Jennifer L. Hughes, Cherise Chin Fatt, Sangita Sethuram, Joseph M. Trombello, Madhukar H. Trivedi, Tracy L. Greer, Thomas J. Carmody
article en

Abstract

BACKGROUND: The prevalence of Major Depressive Disorder (MDD) among adolescents has increased substantially, underscoring the need to identify predictors of onset. We investigated the associations between mood-related factors, resilience factors, and quality-of-life domains and emergence of elevated depressive symptoms in adolescents and young adults at risk for depression. METHODS: Participants enrolled in the RAD arm of the Texas Resilience Against Depression (T-RAD) study (longitudinal, observational) were included in the current analysis. Depressive symptom emergence was defined as the first occurrence of a categorical score of mild, moderate, severe, or very severe depression as reported using the Inventory of Depressive Symptomatology - Self Report (IDS-SR), Quick Inventory of Depressive Symptomatology Clinician Report (QIDS-C), and Patient Health Questionnaire-9 (PHQ-9). Cox proportional hazards models were used to assess associations between clinical assessments and the time to elevated symptom emergence. RESULTS: Among RAD study participants (n = 111), 44.1% (n = 49) reported elevated depressive symptoms in at least one visit in up to 7.7 years of study participation, with average time to symptom emergence of 0.78 years and a mean age at symptom emergence of 19.7 years. Among those who reported elevated depressive symptoms, 69.4% (n = 34) reported additional occurrence of elevated symptoms, with significantly lower baseline psychological quality-of-life scores (p = .02). Baseline anxiety, childhood emotional abuse, poor family connectedness, and low psychological health, were significantly associated with increased risk of experiencing elevated depressive symptoms (p < .05). CONCLUSION: Our preliminary findings highlight family connectedness and psychological well-being as prevention targets among at-risk youth. CLINICAL TRIALS REGISTRATION: The RAD study was registered in ClinicalTrials.gov (NCT03458936).

PubMed
Nationwide Children's Hospital (US), University of California, Los Angeles (US), The University of Texas at Arlington (US), Abigail Wexner Research Institute (US), The Ohio State University (US), The University of Texas Southwestern Medical Center (US)
Child and Adolescent Psychosocial and Emotional Development
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