TY - JOUR
T1 - Examining raphe-amygdala structural connectivity as a biological predictor of SSRI response
AU - Pillai, Rajapillai L.I.
AU - Huang, Chuan
AU - LaBella, Andrew
AU - Zhang, Mengru
AU - Yang, Jie
AU - Trivedi, Madhukar
AU - Weissman, Myrna
AU - McGrath, Patrick
AU - Fava, Maurizio
AU - Kurian, Benji
AU - Cooper, Crystal
AU - McInnis, Melvin
AU - Oquendo, Maria A.
AU - Pizzagalli, Diego A.
AU - Parsey, Ramin V.
AU - DeLorenzo, Christine
N1 - Funding Information:
Dr. Patrick McGrath has received funding from the National Institute of Mental Health, New York State Department of Mental Hygiene, Research Foundation for Mental Hygiene (New York State), Forest Research Laboratories, Sunovion Pharmaceuticals, and Naurex Pharmaceuticals (now Allergan).
Funding Information:
We acknowledge the biostatistical computation and support provided by the Biostatistical Consulting Core at School of Medicine, Stony Brook University. We would also like to thank the image analysts at Stony Brook University's Center for Understanding Biology using Imaging Technology (CUBIT) for processing all MRI and DTI data. All Principal Investigators including Madhukar Trivedi, M.D., Patrick McGrath, M.D., Myrna Weissman, M.D., Ramin Parsey, M.D., Ph.D., Maurizio Fava, M.D., were involved with protocol design, data collection, and funding acquisition. The EMBARC study was supported by the National Institute of Mental Health of the National Institutes of Health under award numbers U01MH092221 (Trivedi, M.H.) and U01MH092250 (McGrath, P.J., Parsey, R.V., Weissman, M.M.). Rajapillai Pillai was supported by award number F30MH109412 . The funding source had no involvement in research conduct or preparation of this article.
Funding Information:
In the past two years, Dr. Myrna Weissman received funding from the National Institute of Mental Health (NIMH), the Sackler Foundation, the Templeton Foundation; and receives royalties from the Oxford University Press, Perseus Press, the American Psychiatric Association Press, and MultiHealth Systems.
Funding Information:
Dr. Benji Kurian has received research grant support from the following organizations: Targacept, Inc., Pfizer, Inc., Johnson & Johnson, Evotec, Rexahn, Naurex, Forest Pharmaceuticals and the National Institute of Mental Health (NIMH). Mary L. Phillips has received funding from NIMH and the Emmerling-Pittsburgh Foundation.
Publisher Copyright:
© 2019
PY - 2019/9/1
Y1 - 2019/9/1
N2 - Background: Our lab has previously found that structural integrity in tracts from the raphe nucleus (RN) to the amygdala, measured by fractional anisotropy (FA), predicts remission to selective serotonin reuptake inhibitors (SSRIs) in major depressive disorder (MDD). This could potentially serve as a biomarker for remission that can guide clinical decision-making. To enhance repeatability and reproducibility, we replicated our study in a larger, more representative multi-site sample. Methods: 64 direction DTI was collected in 144 medication-free patients with MDD from the Establishing Moderators and Biosignatures of Antidepressant Response for Clinical Care (EMBARC) study. We performed probabilistic tractography between the RN and bilateral amygdala and hippocampus and calculated weighted FA in these tracts. Patients were treated with either sertraline or placebo, and their change in Hamilton Depression Rating Scale (HDRS) score reported. Pretreatment weighted FA was compared between remitters and nonremitters, and correlation between FA and percent change in HDRS score was assessed. Exploratory moderator and voxel analyses were also performed. Results: Contrary to our hypotheses, FA was greater in nonremitters than in remitters in RN-left and right amygdala tracts (p = 0.02 and 0.01, respectively). Pretreatment FA between the raphe and left amygdala correlated with greater, not reduced, HDRS (r = 0.18, p = 0.04). This finding was found to be greater in the placebo group. Moderator and voxel analyses yielded no significant findings. Conclusions: We found greater FA in nonremitters between the RN and amygdala than in remitters, and a correlation between FA and symptom worsening, particularly with placebo. These findings may help reveal more about the nature of MDD, as well as guide research methods involving placebo response.
AB - Background: Our lab has previously found that structural integrity in tracts from the raphe nucleus (RN) to the amygdala, measured by fractional anisotropy (FA), predicts remission to selective serotonin reuptake inhibitors (SSRIs) in major depressive disorder (MDD). This could potentially serve as a biomarker for remission that can guide clinical decision-making. To enhance repeatability and reproducibility, we replicated our study in a larger, more representative multi-site sample. Methods: 64 direction DTI was collected in 144 medication-free patients with MDD from the Establishing Moderators and Biosignatures of Antidepressant Response for Clinical Care (EMBARC) study. We performed probabilistic tractography between the RN and bilateral amygdala and hippocampus and calculated weighted FA in these tracts. Patients were treated with either sertraline or placebo, and their change in Hamilton Depression Rating Scale (HDRS) score reported. Pretreatment weighted FA was compared between remitters and nonremitters, and correlation between FA and percent change in HDRS score was assessed. Exploratory moderator and voxel analyses were also performed. Results: Contrary to our hypotheses, FA was greater in nonremitters than in remitters in RN-left and right amygdala tracts (p = 0.02 and 0.01, respectively). Pretreatment FA between the raphe and left amygdala correlated with greater, not reduced, HDRS (r = 0.18, p = 0.04). This finding was found to be greater in the placebo group. Moderator and voxel analyses yielded no significant findings. Conclusions: We found greater FA in nonremitters between the RN and amygdala than in remitters, and a correlation between FA and symptom worsening, particularly with placebo. These findings may help reveal more about the nature of MDD, as well as guide research methods involving placebo response.
KW - Amygdala
KW - Diffusion tensor imaging
KW - Fractional anisotropy
KW - Raphe nucleus
KW - Remission
KW - SSRI
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U2 - 10.1016/j.jad.2019.05.055
DO - 10.1016/j.jad.2019.05.055
M3 - Article
C2 - 31158720
AN - SCOPUS:85066977342
SN - 0165-0327
VL - 256
SP - 8
EP - 16
JO - Journal of affective disorders
JF - Journal of affective disorders
ER -