TY - JOUR
T1 - Differential change on depressive symptom factors with antidepressant medication and cognitive behavior therapy for major depressive disorder
AU - Dunlop, Boadie W.
AU - Cole, Steven P.
AU - Nemeroff, Charles B.
AU - Mayberg, Helen S.
AU - Craighead, W. Edward
N1 - Publisher Copyright:
© 2017
PY - 2018/3/15
Y1 - 2018/3/15
N2 - Background Major depressive disorder (MDD) is a heterogeneous condition and individual patients are likely to be differentially responsive to specific treatments. In an exploratory factor analysis of three rating scales, the Genome-based Therapeutic Drugs for Depression (GENDEP) trial identified three factors that were differentially associated with outcome to nortriptyline and escitalopram. However, this factor analysis has neither been replicated or applied to a psychotherapy treatment. Methods We replicated the GENDEP analytic method in the Emory Predictors of Remission to Individual and Combined Treatments (PReDICT) study. The 17-item Hamilton Depression Rating Scale, Montgomery Asberg Depression Rating Scale, and Beck Depression Inventory were administered to 306 MDD patients in the PReDICT study, which randomized previously untreated adults to 12 weeks of treatment with cognitive behavior therapy (CBT), escitalopram, or duloxetine. Utilizing Item Response Theory methodologies, factor scores were derived from the three scales and the efficacy of the three treatments was compared for the identified factor scores. Results Four factors were identified: “Despair,” “Mood and Interest,” “Sleep,” and “Appetite.” These factors closely aligned with the factors identified in GENDEP. Compared to CBT, escitalopram and duloxetine produced more rapid but ultimately similar improvement on the Despair and Mood and Interest factors; no significant differences between treatments emerged on the other factors. Limitations The scales contained differing numbers of items pertaining to specific depressive symptoms. Conclusion The heterogeneity of MDD can be parsed into a consistent factor structure, with the factors showing differential rapidity, but ultimately similar, improvement across treatments.
AB - Background Major depressive disorder (MDD) is a heterogeneous condition and individual patients are likely to be differentially responsive to specific treatments. In an exploratory factor analysis of three rating scales, the Genome-based Therapeutic Drugs for Depression (GENDEP) trial identified three factors that were differentially associated with outcome to nortriptyline and escitalopram. However, this factor analysis has neither been replicated or applied to a psychotherapy treatment. Methods We replicated the GENDEP analytic method in the Emory Predictors of Remission to Individual and Combined Treatments (PReDICT) study. The 17-item Hamilton Depression Rating Scale, Montgomery Asberg Depression Rating Scale, and Beck Depression Inventory were administered to 306 MDD patients in the PReDICT study, which randomized previously untreated adults to 12 weeks of treatment with cognitive behavior therapy (CBT), escitalopram, or duloxetine. Utilizing Item Response Theory methodologies, factor scores were derived from the three scales and the efficacy of the three treatments was compared for the identified factor scores. Results Four factors were identified: “Despair,” “Mood and Interest,” “Sleep,” and “Appetite.” These factors closely aligned with the factors identified in GENDEP. Compared to CBT, escitalopram and duloxetine produced more rapid but ultimately similar improvement on the Despair and Mood and Interest factors; no significant differences between treatments emerged on the other factors. Limitations The scales contained differing numbers of items pertaining to specific depressive symptoms. Conclusion The heterogeneity of MDD can be parsed into a consistent factor structure, with the factors showing differential rapidity, but ultimately similar, improvement across treatments.
KW - Biomarker
KW - Duloxetine
KW - Escitalopram
KW - Item response theory
KW - Precision medicine
KW - Psychotherapy
KW - Rating scales
UR - http://www.scopus.com/inward/record.url?scp=85039986235&partnerID=8YFLogxK
U2 - 10.1016/j.jad.2017.12.035
DO - 10.1016/j.jad.2017.12.035
M3 - Article
C2 - 29306690
AN - SCOPUS:85039986235
SN - 0165-0327
VL - 229
SP - 111
EP - 119
JO - Journal of Affective Disorders
JF - Journal of Affective Disorders
ER -