Medial prefrontal cortex neurotransmitter abnormalities in posttraumatic stress disorder with and without comorbidity to major depression

被引:0
作者
Swanberg, Kelley M. [1 ,2 ]
Prinsen, Hetty [2 ]
Averill, Christopher L. [3 ,4 ,5 ,6 ]
Campos, Leonardo [1 ]
Kurada, Abhinav V. [1 ]
Krystal, John H. [3 ,4 ]
Petrakis, Ismene L. [3 ,4 ]
Averill, Lynnette A. [3 ,4 ,5 ,6 ]
Rothman, Douglas L. [2 ]
Abdallah, Chadi G. [3 ,4 ,5 ,6 ]
Juchem, Christoph [1 ,2 ,7 ,8 ]
机构
[1] Columbia Univ, Biomed Engn, Sch Engn & Appl Sci, New York, NY USA
[2] Yale Univ, Sch Med, Radiol & Biomed Imaging, New Haven, CT USA
[3] Vet Affairs Connecticut Healthcare Syst, Natl Ctr Posttraumat Stress Disorder, Dept Vet Affairs, Clin Neurosci Div, West Haven, CT USA
[4] Yale Univ, Psychiat, Sch Med, New Haven, CT USA
[5] Baylor Coll Med, Psychiat & Behav Sci, Houston, TX USA
[6] US Dept Vet Affairs Michael, DeBakey VA Med Ctr, Houston, TX USA
[7] Columbia Univ, Radiol, Med Ctr, New York, NY USA
[8] Yale Univ, Sch Med, Neurol, New Haven, CT USA
关键词
GABA; glutamate; glutamine; in vivo proton MRS; major depressive disorder; medial prefrontal cortex; posttraumatic stress disorder; supervised machine learning; MAGNETIC-RESONANCE-SPECTROSCOPY; ANTERIOR CINGULATE; METABOLITE CONCENTRATIONS; GLUTAMATE METABOLISM; BRAIN; PTSD; HIPPOCAMPUS; GLUTATHIONE; GABA; WOMEN;
D O I
10.1002/nbm.5220
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Posttraumatic stress disorder (PTSD) is a chronic psychiatric condition that follows exposure to a traumatic stressor. Though previous in vivo proton (1H) MRS) research conducted at 4 T or lower has identified alterations in glutamate metabolism associated with PTSD predisposition and/or progression, no prior investigations have been conducted at higher field strength. In addition, earlier studies have not extensively addressed the impact of psychiatric comorbidities such as major depressive disorder (MDD) on PTSD-associated 1H-MRS-visible brain metabolite abnormalities. Here we employ 7 T 1H MRS to examine concentrations of glutamate, glutamine, GABA, and glutathione in the medial prefrontal cortex (mPFC) of PTSD patients with MDD (PTSD+MDD+; N = 6) or without MDD (PTSD+MDD-; N = 5), as well as trauma-unmatched controls without PTSD but with MDD (PTSD-MDD+; N = 9) or without MDD (PTSD-MDD-; N = 18). Participants with PTSD demonstrated decreased ratios of GABA to glutamine relative to healthy PTSD-MDD- controls but no single-metabolite abnormalities. When comorbid MDD was considered, however, MDD but not PTSD diagnosis was significantly associated with increased mPFC glutamine concentration and decreased glutamate:glutamine ratio. In addition, all participants with PTSD and/or MDD collectively demonstrated decreased glutathione relative to healthy PTSD-MDD- controls. Despite limited findings in single metabolites, patterns of abnormality in prefrontal metabolite concentrations among individuals with PTSD and/or MDD enabled supervised classification to separate them from healthy controls with 80+% sensitivity and specificity, with glutathione, glutamine, and myoinositol consistently among the most informative metabolites for this classification. Our findings indicate that MDD can be an important factor in mPFC glutamate metabolism abnormalities observed using 1H MRS in cohorts with PTSD. 7 T in vivo proton MRS demonstrated that imbalances between medial prefrontal cortex concentrations of neurotransmitters GABA and possibly glutamate with glutamine in individuals with posttraumatic stress disorder (PTSD) relative to trauma-unmatched control were associated with main effects of major depression but not PTSD once this factor was considered. image
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页数:16
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