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Brandt IM, Köhler-Forsberg K, Ganz M, Ozenne B, Jorgensen MB, Poulsen A, Knudsen GM, Frokjaer VG, Fisher PM. Reward processing in major depressive disorder and prediction of treatment response - Neuropharm study. Eur Neuropsychopharmacol 2021; 44:23-33. [PMID: 33455816 DOI: 10.1016/j.euroneuro.2020.12.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 11/04/2020] [Accepted: 12/28/2020] [Indexed: 11/18/2022]
Abstract
Major depressive disorder (MDD) is a prevalent brain disorder for which anhedonia is a core symptom, indicating aberrations in the neural processing of reward. The striatum, medial prefrontal cortex (mPFC) and anterior insula (AI) are core reward processing regions. Here we used a reward-related, card-guessing functional magnetic resonance imaging (fMRI) paradigm to assay brain responses to reward in 90 MDD individuals and 58 healthy controls. We evaluated group differences in task-responsive, reward-related striatal, mPFC, and AI reactivity and whether baseline reactivity predicted an eight-week escitalopram antidepressant treatment response in MDD individuals. Thirty-eight MDD individuals also completed the reward paradigm after treatment and we evaluated antidepressant effects on reward reactivity estimates. Multivariate statistical analysis of task-responsive striatum, mPFC and AI brain responses did not reveal statistically significant differences between MDD and HC individuals (puncorrected>0.23). Logistic regression models (five-fold cross-validation, statistical significance assessed with permutation testing) also did not support that baseline reward-related brain responses significantly predicted antidepressant treatment response (puncorrected>0.39). Finally, reward-related brain responses were not statistically significantly changed over the course of treatment (puncorrected>0.27). Our findings in a comparatively large MDD cohort do not support that these reward-related fMRI brain responses are informative biomarkers of MDD or antidepressant treatment response to escitalopram.
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Affiliation(s)
- Ida Marie Brandt
- Neurobiology Research Unit and NeuroPharm, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen O, Denmark; Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark; Faculty of Science, University of Copenhagen, Copenhagen, DK
| | - Kristin Köhler-Forsberg
- Neurobiology Research Unit and NeuroPharm, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen O, Denmark; Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark; Psychiatric Center Copenhagen, Rigshospitalet, 2100 Copenhagen O, Denmark
| | - Melanie Ganz
- Neurobiology Research Unit and NeuroPharm, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen O, Denmark; Department of Computer Science, University of Copenhagen, Copenhagen, Denmark
| | - Brice Ozenne
- Neurobiology Research Unit and NeuroPharm, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen O, Denmark; Department of Public Health, Section of Biostatistics, University of Copenhagen, 1014 Copenhagen K, Denmark
| | - Martin B Jorgensen
- Neurobiology Research Unit and NeuroPharm, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen O, Denmark; Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark; Psychiatric Center Copenhagen, Rigshospitalet, 2100 Copenhagen O, Denmark
| | - Asbjorn Poulsen
- Neurobiology Research Unit and NeuroPharm, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen O, Denmark
| | - Gitte M Knudsen
- Neurobiology Research Unit and NeuroPharm, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen O, Denmark; Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Vibe G Frokjaer
- Neurobiology Research Unit and NeuroPharm, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen O, Denmark; Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark; Psychiatric Center Copenhagen, Rigshospitalet, 2100 Copenhagen O, Denmark
| | - Patrick M Fisher
- Neurobiology Research Unit and NeuroPharm, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen O, Denmark.
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Snyder AD, Zuniga E, Ma L, Steinberg JL, Woisard K, Narayana PA, Lane S, Schmitz J, Moeller FG. Examination of preliminary behavioral and effective connectivity findings from treatment response to citalopram in cocaine use disorder: A dynamic causal modeling study. Psychiatry Res Neuroimaging 2020; 303:111127. [PMID: 32593950 PMCID: PMC8948471 DOI: 10.1016/j.pscychresns.2020.111127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Accepted: 06/12/2020] [Indexed: 10/24/2022]
Abstract
We sought effective (directional) connectivity parameters associated with response to citalopram in cocaine use disorder (CUD) by conducting a functional magnetic resonance imaging (fMRI) experiment with participants diagnosed with CUD (n = 13) and matched healthy controls (HC; n = 17). CUD participants showed a positive correlation between bilateral DLPFC-to-putamen effective connectivity and treatment effectiveness score. These preliminary results support further investigation of prefrontal-striatal interactions in response to treatment in CUD.
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Affiliation(s)
- A D Snyder
- Institute for Drug and Alcohol Studies; Department of Psychiatry.
| | - E Zuniga
- Institute for Drug and Alcohol Studies
| | - L Ma
- Institute for Drug and Alcohol Studies; Department of Radiology
| | - J L Steinberg
- Institute for Drug and Alcohol Studies; Department of Psychiatry
| | - K Woisard
- Institute for Drug and Alcohol Studies; Virginia Commonwealth University School of Medicine, Richmond, VA, United States
| | - P A Narayana
- Department of Diagnostic and Interventional Imaging, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - S Lane
- Program in Neuroscience, Graduate School of Biomedical Sciences, University of Texas Health Science Center at Houston, Houston, Texas, United States
| | - J Schmitz
- Faillace Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center at Houston, Houston, Texas, United States
| | - F G Moeller
- Institute for Drug and Alcohol Studies; Department of Psychiatry; Department of Pharmacology and Toxicology; Department of Neurology, Virginia Commonwealth University, Richmond, VA, United States.
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Abi Zeid Daou M, Boyd BD, Donahue MJ, Albert K, Taylor WD. Frontocingulate cerebral blood flow and cerebrovascular reactivity associated with antidepressant response in late-life depression. J Affect Disord 2017; 215:103-10. [PMID: 28324779 DOI: 10.1016/j.jad.2017.03.027] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Accepted: 03/08/2017] [Indexed: 12/31/2022]
Abstract
BACKGROUND Vascular pathology is common in late-life depression (LLD) and may contribute to alterations in cerebral blood flow (CBF) and cerebrovascular reactivity (CVR). In turn, such hemodynamic deficits may adversely affect brain function and clinical course. The goal of this study was to examine whether altered cerebral hemodynamics in depressed elders predicted antidepressant response. METHODS 21 depressed elders completed cranial 3T MRI, including a pseudo-continuous Arterial Spin Labeling (pcASL) acquisition on both room air and during a hypercapnia challenge. Participants then completed 12 weeks of open-label sertraline. Statistical analyses examined the relationship between regional normalized CBF and CVR values and change in Montgomery-Asberg Depression Rating Scale (MADRS) and tested for differences based on remission status. RESULTS 10 participants remitted and 11 did not. After controlling for age and baseline MADRS, greater change in MADRS with treatment was associated with lower pre-treatment normalized CBF in the caudal anterior cingulate cortex (cACC) and lateral orbitofrontal cortex (OFC), as well as lower CVR with hypercapnia in the caudal medial frontal gyrus (cMFG). After controlling for age and baseline MADRS score, remitters exhibited lower CBF in the cACC and lower CVR in the cMFG. LIMITATIONS Our sample was small, did not include a placebo arm, and we examined only specific regions of interest. CONCLUSIONS Our findings suggest that increased perfusion of the OFC and the ACC is associated with a poor antidepressant response. They do not support that vascular pathology as measured by CBF and CVR negatively affects acute treatment outcomes.
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