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Clinical Research

A new paradigm for the prediction of antidepressant treatment response

Un nuevo paradigma para predecir la respuesta al tratamiento antidepresivo

Un nouweau paradigme de prédiction de la réponse au traitement antidépresseur

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Pages 435-446 | Published online: 01 Apr 2022

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Takeshi Inoue, Shinji Fujimoto, Tatsuro Marumoto, Tadayuki Kitagawa, Kazuyuki Ishida, Tadashi Nakajima, Yoshiya Moriguchi, Keita Fujikawa & Koichiro Watanabe. (2021) Early Improvement with Vortioxetine Predicts Response and Remission: A Post Hoc Analysis of Data from a Clinical Trial Conducted in Japan. Neuropsychiatric Disease and Treatment 17, pages 3735-3741.
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Marguerite Le Marois, Eleni Tzavara, El Chérif Ibrahim, Olivier Blin & Raoul Belzeaux. (2021) RNA therapeutics for mood disorders: current evidence toward clinical trials. Expert Opinion on Investigational Drugs 30:7, pages 721-736.
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Serafim Carvalho, Filipa Caetano, José Pinto-Gouveia, Jorge Mota-Pereira, Dulce Maia, Paulo Pimentel, Cátia Priscila & Paul Gilbert. (2021) Predictors of poor 6-week outcome in a cohort of major depressive disorder patients treated with antidepressant medication: the role of entrapment. Nordic Journal of Psychiatry 75:1, pages 38-48.
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Andrew F. Leuchter, Aimee M. Hunter, David E. Krantz & Ian A. Cook. (2014) Intermediate phenotypes and biomarkers of treatment outcome in major depressive disorder. Dialogues in Clinical Neuroscience 16:4, pages 525-537.
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Sibylle Delaloye & Paul E. Holtzheimer. (2014) Deep brain stimulation in the treatment of depression. Dialogues in Clinical Neuroscience 16:1, pages 83-91.
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Tania Nikolcheva, Stephan Jäger, Theresa Ambrose Bush & Gabriel Vargas. (2011) Challenges in the development of companion diagnostics for neuropsychiatric disorders. Expert Review of Molecular Diagnostics 11:8, pages 829-837.
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Dan Vlad Iosifescu. (2011) Electroencephalography-Derived Biomarkers of Antidepressant Response. Harvard Review of Psychiatry 19:3, pages 144-154.
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Ke Han, Lei Ji, Qinglian Xie, Liangjie Liu, Xi Wu, Lin He, Yi Shi, Rong Zhang, Guang He, Zaiquan Dong & Tao Yu. (2023) Different roles of microbiota and genetics in the prediction of treatment response in major depressive disorder. Journal of Psychiatric Research 161, pages 402-411.
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Haitham Salem, Tung Huynh, Natasha Topolski, Benson Mwangi, Madhukar H. Trivedi, Jair C. Soares, A. John Rush & Sudhakar Selvaraj. (2023) Temporal multi-step predictive modeling of remission in major depressive disorder using early stage treatment data; STAR*D based machine learning approach. Journal of Affective Disorders 324, pages 286-293.
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Mark S. George, Kevin A. Caulfield & Melanie Wiley. 2022. Neuroplasticity - From Bench to Bedside. Neuroplasticity - From Bench to Bedside 497 507 .
Akiva Kleinerman, Ariel Rosenfeld, David Benrimoh, Robert Fratila, Caitrin Armstrong, Joseph Mehltretter, Eliyahu Shneider, Amit Yaniv-Rosenfeld, Jordan Karp, Charles F. Reynolds, Gustavo Turecki & Adam Kapelner. (2021) Treatment selection using prototyping in latent-space with application to depression treatment. PLOS ONE 16:11, pages e0258400.
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Rita Vieira, Ana Coelho, Joana Reis, Carlos Portugal-Nunes, Ricardo Magalhães, Sónia Ferreira, Pedro Silva Moreira, Nuno Sousa & João M. Bessa. (2021) White Matter Microstructure Alterations Associated With Paroxetine Treatment Response in Major Depression. Frontiers in Behavioral Neuroscience 15.
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Mohsen Sadat Shahabi, Ahmad Shalbaf & Arash Maghsoudi. (2021) Prediction of drug response in major depressive disorder using ensemble of transfer learning with convolutional neural network based on EEG. Biocybernetics and Biomedical Engineering 41:3, pages 946-959.
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Marco A. MINETTO, Chiara BUSSO, Alessandro GIANNINI, Kristen MEIBURGER, Giuseppe MASSAZZA & Nicola MAFFULLI. (2021) Cross-cultural adaptation and validation of the Victorian Institute of Sports Assessment for gluteal tendinopathy questionnaire in Italian and investigation of the association between tendinopathy-related disability and pain. European Journal of Physical and Rehabilitation Medicine 56:6.
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Kristina Chechotka, Emina Bajrovic & Anne Gross. 2021. Blood and Marrow Transplant Handbook. Blood and Marrow Transplant Handbook 675 689 .
Klaus Munkholm, Stephanie Winkelbeiner & Philipp Homan. (2020) Individual response to antidepressants for depression in adults-a meta-analysis and simulation study. PLOS ONE 15:8, pages e0237950.
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Tony Olmert, Jason D Cooper, Sung Yeon Sarah Han, Giles Barton-Owen, Lynn Farrag, Emily Bell, Lauren V Friend, Sureyya Ozcan, Nitin Rustogi, Rhian L Preece, Pawel Eljasz, Jakub Tomasik, Daniel Cowell & Sabine Bahn. (2020) A Combined Digital and Biomarker Diagnostic Aid for Mood Disorders (the Delta Trial): Protocol for an Observational Study. JMIR Research Protocols 9:8, pages e18453.
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Harold A. Sackeim, Scott T. Aaronson, Mark T. Bunker, Charles R. Conway, Mark A. Demitrack, Mark S. George, Joan Prudic, Michael E. Thase & A. John Rush. (2019) The assessment of resistance to antidepressant treatment: Rationale for the Antidepressant Treatment History Form: Short Form (ATHF-SF). Journal of Psychiatric Research 113, pages 125-136.
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Yuhao Xu, Hong Wei, Yuanyuan Zhu, Yan Zhu, Ningning Zhang, Jiasheng Qin, Xiaolan Zhu, Ming Yu & Yuefeng Li. (2019) Potential serum biomarkers for the prediction of the efficacy of escitalopram for treating depression. Journal of Affective Disorders 250, pages 307-312.
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Aamir Saeed Malik & Wajid Mumtaz. 2019. EEG-Based Experiment Design for Major Depressive Disorder. EEG-Based Experiment Design for Major Depressive Disorder 1 20 .
Aimee M. Hunter, Thien X. Nghiem, Ian A. Cook, David E. Krantz, Michael J. Minzenberg & Andrew F. Leuchter. (2017) Change in Quantitative EEG Theta Cordance as a Potential Predictor of Repetitive Transcranial Magnetic Stimulation Clinical Outcome in Major Depressive Disorder. Clinical EEG and Neuroscience 49:5, pages 306-315.
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Stefanie Wagner, Isabella Helmreich, Daniel Wollschläger, Konstantin Meyer, Sabine Kaaden, Julia Reiff, Sibylle C. Roll, Dieter Braus, Oliver Tüscher, Florian Müller-Dahlhaus, André Tadić & Klaus Lieb. (2018) Early improvement of executive test performance during antidepressant treatment predicts treatment outcome in patients with Major Depressive Disorder. PLOS ONE 13:4, pages e0194574.
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Stefanie Wagner, Alice Engel, Jan Engelmann, David Herzog, Nadine Dreimüller, Marianne B. Müller, André Tadić & Klaus Lieb. (2017) Early improvement as a resilience signal predicting later remission to antidepressant treatment in patients with Major Depressive Disorder: Systematic review and meta-analysis. Journal of Psychiatric Research 94, pages 96-106.
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Tabitha A. Iseger, Mayuresh S. Korgaonkar, J. Leon Kenemans, Stuart M. Grieve, Chris Baeken, Paul B. Fitzgerald & Martijn Arns. (2017) EEG connectivity between the subgenual anterior cingulate and prefrontal cortices in response to antidepressant medication. European Neuropsychopharmacology 27:4, pages 301-312.
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Marlene P. Freeman, Maurizio Fava, Carl Gommoll, Changzheng Chen, William M. Greenberg & Adam Ruth. (2016) Effects of levomilnacipran ER on fatigue symptoms associated with major depressive disorder. International Clinical Psychopharmacology 31:2, pages 100-109.
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Mahdi Mohammadi, Fadwa Al-Azab, Bijan Raahemi, Gregory Richards, Natalia Jaworska, Dylan Smith, Sara de la Salle, Pierre Blier & Verner Knott. (2015) Data mining EEG signals in depression for their diagnostic value. BMC Medical Informatics and Decision Making 15:1.
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Aimee M. Hunter, Ian A. Cook, Molly Tartter, Simi K. Sharma, Gregory D. Disse & Andrew F. Leuchter. (2015) Antidepressant treatment history and drug-placebo separation in a placebo-controlled trial in major depressive disorder. Psychopharmacology 232:20, pages 3833-3840.
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Catherine J. Harmer. (2014) Neural Predictors of Treatment Response in Depression. Current Behavioral Neuroscience Reports 1:3, pages 125-133.
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Romain Icick, Élodie Millet, Emmanuel Curis, Frank Bellivier & Jean-Pierre Lépine. (2014) Predictive value of baseline resistance in early response to antidepressants. Journal of Affective Disorders 161, pages 127-135.
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Aimee M. Hunter, Ian A. Cook, Scott D. Greenwald, Melody L. Tran, Kate N. Miyamoto & Andrew F. Leuchter. (2011) The Antidepressant Treatment Response Index and Treatment Outcomes in a Placebo-Controlled Trial of Fluoxetine. Journal of Clinical Neurophysiology 28:5, pages 478-482.
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