Pilot Study of Metabolomic Clusters as State Markers of Major Depression and Outcomes to CBT Treatment

被引:11
|
作者
Bhattacharyya, Sudeepa [1 ]
Dunlop, Boadie W. [2 ]
Mahmoudiandehkordi, Siamak [3 ]
Ahmed, Ahmed T. [4 ]
Louie, Gregory [3 ,5 ,6 ]
Frye, Mark A. [4 ]
Weinshilboum, Richard M. [7 ]
Krishnan, Ranga R. [8 ]
Rush, A. John [3 ,9 ,10 ]
Mayberg, Helen S. [2 ,11 ]
Craighead, W. Edward [2 ]
Kaddurah-Daouk, Rima [3 ,5 ,6 ]
机构
[1] Univ Arkansas Med Sci, Dept Biomed Informat, Little Rock, AR 72205 USA
[2] Emory Univ, Sch Med, Dept Psychiat & Behav Sci, Atlanta, GA 30322 USA
[3] Duke Univ, Sch Med, Dept Psychiat & Behav Sci, Durham, NC 27708 USA
[4] Mayo Clin, Dept Psychiat & Psychol, Rochester, MN USA
[5] Duke Univ, Dept Med, Durham, NC 27708 USA
[6] Duke Univ, Duke Inst Brain Sci, Durham, NC 27708 USA
[7] Mayo Clin, Dept Mol Pharmacol & Expt Therapeut, Rochester, MN USA
[8] Rush Univ, Dept Psychiat, Med Ctr, Chicago, IL 60612 USA
[9] Texas Tech Univ, Hlth Sci Ctr, Dept Psychiat, Permian Basin, TX USA
[10] Duke NUS Med Sch, Singapore, Singapore
[11] Icahn Sch Med Mt Sinai, Ctr Adv Circuit Therapeut, New York, NY 10029 USA
关键词
major depression; cognitive behavioral therapy; metabolomics; acylcarnitines; branched-chain amino acids; lipids; DISORDER; TRYPTOPHAN; PROFILES; THERAPY; MODEL;
D O I
10.3389/fnins.2019.00926
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
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 AbsolutelDQ (R) 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 alpha-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.
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页数:12
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