TY - JOUR
T1 - Pilot Study of Metabolomic Clusters as State Markers of Major Depression and Outcomes to CBT Treatment
AU - Bhattacharyya, Sudeepa
AU - Dunlop, Boadie W.
AU - Mahmoudiandehkordi, Siamak
AU - Ahmed, Ahmed T.
AU - Louie, Gregory
AU - Frye, Mark A.
AU - Weinshilboum, Richard M.
AU - Krishnan, Ranga R.
AU - Rush, A. John
AU - Mayberg, Helen S.
AU - Craighead, W. Edward
AU - Kaddurah-Daouk, Rima
N1 - Funding Information:
Funding. This work was funded by grant-support to RK-D through NIH grants R01MH108348, R01AG046171, R01 AG046171, U01AG061359, and RF1AG051550. SB was supported by 5R01MH108348 and 5R01AG046171-03S1. BD was supported by R01MH108348, P50MH077083, R01MH080880, UL1RR025008, M01RR0039, and the Fuqua Family Foundations. WC was supported by R01MH080880 and UL1RR025008 (Clinical and Translational Science Award Program, NIH), and M01RR0039 (General Clinical Research Center Program, NIH). RW was supported by R01 GM28157, U19GM61388, U54GM114838, and NSF1624615. MF was funded by R01MH079261, P20AA017830, and the Mayo Foundation.
Publisher Copyright:
© Copyright © 2019 Bhattacharyya, Dunlop, Mahmoudiandehkordi, Ahmed, Louie, Frye, Weinshilboum, Krishnan, Rush, Mayberg, Craighead and Kaddurah-Daouk.
PY - 2019/9/12
Y1 - 2019/9/12
N2 - Major depressive disorder (MDD) is a common and disabling syndrome with multiple etiologies that is defined by clinically elicited signs and symptoms. In hopes of developing a list of candidate biological measures that reflect and relate closely to the severity of depressive symptoms, so-called “state-dependent” biomarkers of depression, this pilot study explored the biochemical underpinnings of treatment response to cognitive behavior therapy (CBT) in medication-free MDD outpatients. Plasma samples were collected at baseline and week 12 from a subset of MDD patients (N = 26) who completed a course of CBT treatment as part of the Predictors of Remission in Depression to Individual and Combined Treatments (PReDICT) study. Targeted metabolomic profiling using the AbsoluteIDQ® p180 Kit and LC-MS identified eight “co-expressed” metabolomic modules. Of these eight, three were significantly associated with change in depressive symptoms over the course of the 12-weeks. Metabolites found to be most strongly correlated with change in depressive symptoms were branched chain amino acids, acylcarnitines, methionine sulfoxide, and α-aminoadipic acid (negative correlations with symptom change) as well as several lipids, particularly the phosphatidlylcholines (positive correlation). These results implicate disturbed bioenergetics as an important state marker in the pathobiology of MDD. Exploratory analyses contrasting remitters to CBT versus those who failed the treatment further suggest these metabolites may serve as mediators of recovery during CBT treatment. Larger studies examining metabolomic change patterns in patients treated with pharmacotherapy or psychotherapy will be necessary to elucidate the biological underpinnings of MDD and the -specific biologies of treatment response.
AB - Major depressive disorder (MDD) is a common and disabling syndrome with multiple etiologies that is defined by clinically elicited signs and symptoms. In hopes of developing a list of candidate biological measures that reflect and relate closely to the severity of depressive symptoms, so-called “state-dependent” biomarkers of depression, this pilot study explored the biochemical underpinnings of treatment response to cognitive behavior therapy (CBT) in medication-free MDD outpatients. Plasma samples were collected at baseline and week 12 from a subset of MDD patients (N = 26) who completed a course of CBT treatment as part of the Predictors of Remission in Depression to Individual and Combined Treatments (PReDICT) study. Targeted metabolomic profiling using the AbsoluteIDQ® p180 Kit and LC-MS identified eight “co-expressed” metabolomic modules. Of these eight, three were significantly associated with change in depressive symptoms over the course of the 12-weeks. Metabolites found to be most strongly correlated with change in depressive symptoms were branched chain amino acids, acylcarnitines, methionine sulfoxide, and α-aminoadipic acid (negative correlations with symptom change) as well as several lipids, particularly the phosphatidlylcholines (positive correlation). These results implicate disturbed bioenergetics as an important state marker in the pathobiology of MDD. Exploratory analyses contrasting remitters to CBT versus those who failed the treatment further suggest these metabolites may serve as mediators of recovery during CBT treatment. Larger studies examining metabolomic change patterns in patients treated with pharmacotherapy or psychotherapy will be necessary to elucidate the biological underpinnings of MDD and the -specific biologies of treatment response.
KW - acylcarnitines
KW - branched-chain amino acids
KW - cognitive behavioral therapy
KW - lipids
KW - major depression
KW - metabolomics
UR - http://www.scopus.com/inward/record.url?scp=85072831117&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85072831117&partnerID=8YFLogxK
U2 - 10.3389/fnins.2019.00926
DO - 10.3389/fnins.2019.00926
M3 - Article
AN - SCOPUS:85072831117
SN - 1662-4548
VL - 13
JO - Frontiers in Neuroscience
JF - Frontiers in Neuroscience
M1 - 926
ER -