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Deep phenotyping towards precision psychiatry of first-episode depression — the Brain Drugs-Depression cohort
BACKGROUND: Major Depressive Disorder (MDD) is a heterogenous brain disorder, with potentially multiple psychosocial and biological disease mechanisms. This is also a plausible explanation for why patients do not respond equally well to treatment with first- or second-line antidepressants, i.e., one...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9999625/ https://www.ncbi.nlm.nih.gov/pubmed/36894940 http://dx.doi.org/10.1186/s12888-023-04618-x |
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author | Jensen, Kristian Høj Reveles Dam, Vibeke H. Ganz, Melanie Fisher, Patrick MacDonald Ip, Cheng-Teng Sankar, Anjali Marstrand-Joergensen, Maja Rou Ozenne, Brice Osler, Merete Penninx, Brenda W. J. H. Pinborg, Lars H. Frokjaer, Vibe Gedsø Knudsen, Gitte Moos Jørgensen, Martin Balslev |
author_facet | Jensen, Kristian Høj Reveles Dam, Vibeke H. Ganz, Melanie Fisher, Patrick MacDonald Ip, Cheng-Teng Sankar, Anjali Marstrand-Joergensen, Maja Rou Ozenne, Brice Osler, Merete Penninx, Brenda W. J. H. Pinborg, Lars H. Frokjaer, Vibe Gedsø Knudsen, Gitte Moos Jørgensen, Martin Balslev |
author_sort | Jensen, Kristian Høj Reveles |
collection | PubMed |
description | BACKGROUND: Major Depressive Disorder (MDD) is a heterogenous brain disorder, with potentially multiple psychosocial and biological disease mechanisms. This is also a plausible explanation for why patients do not respond equally well to treatment with first- or second-line antidepressants, i.e., one-third to one-half of patients do not remit in response to first- or second-line treatment. To map MDD heterogeneity and markers of treatment response to enable a precision medicine approach, we will acquire several possible predictive markers across several domains, e.g., psychosocial, biochemical, and neuroimaging. METHODS: All patients are examined before receiving a standardised treatment package for adults aged 18–65 with first-episode depression in six public outpatient clinics in the Capital Region of Denmark. From this population, we will recruit a cohort of 800 patients for whom we will acquire clinical, cognitive, psychometric, and biological data. A subgroup (subcohort I, n = 600) will additionally provide neuroimaging data, i.e., Magnetic Resonance Imaging, and Electroencephalogram, and a subgroup of patients from subcohort I unmedicated at inclusion (subcohort II, n = 60) will also undergo a brain Positron Emission Tomography with the [(11)C]-UCB-J tracer binding to the presynaptic glycoprotein-SV2A. Subcohort allocation is based on eligibility and willingness to participate. The treatment package typically lasts six months. Depression severity is assessed with the Quick Inventory of Depressive Symptomatology (QIDS) at baseline, and 6, 12 and 18 months after treatment initiation. The primary outcome is remission (QIDS ≤ 5) and clinical improvement (≥ 50% reduction in QIDS) after 6 months. Secondary endpoints include remission at 12 and 18 months and %-change in QIDS, 10-item Symptom Checklist, 5-item WHO Well-Being Index, and modified Disability Scale from baseline through follow-up. We also assess psychotherapy and medication side-effects. We will use machine learning to determine a combination of characteristics that best predict treatment outcomes and statistical models to investigate the association between individual measures and clinical outcomes. We will assess associations between patient characteristics, treatment choices, and clinical outcomes using path analysis, enabling us to estimate the effect of treatment choices and timing on the clinical outcome. DISCUSSION: The BrainDrugs-Depression study is a real-world deep-phenotyping clinical cohort study of first-episode MDD patients. TRIAL REGISTRATION: Registered at clinicaltrials.gov November 15th, 2022 (NCT05616559). SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12888-023-04618-x. |
format | Online Article Text |
id | pubmed-9999625 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99996252023-03-11 Deep phenotyping towards precision psychiatry of first-episode depression — the Brain Drugs-Depression cohort Jensen, Kristian Høj Reveles Dam, Vibeke H. Ganz, Melanie Fisher, Patrick MacDonald Ip, Cheng-Teng Sankar, Anjali Marstrand-Joergensen, Maja Rou Ozenne, Brice Osler, Merete Penninx, Brenda W. J. H. Pinborg, Lars H. Frokjaer, Vibe Gedsø Knudsen, Gitte Moos Jørgensen, Martin Balslev BMC Psychiatry Study Protocol BACKGROUND: Major Depressive Disorder (MDD) is a heterogenous brain disorder, with potentially multiple psychosocial and biological disease mechanisms. This is also a plausible explanation for why patients do not respond equally well to treatment with first- or second-line antidepressants, i.e., one-third to one-half of patients do not remit in response to first- or second-line treatment. To map MDD heterogeneity and markers of treatment response to enable a precision medicine approach, we will acquire several possible predictive markers across several domains, e.g., psychosocial, biochemical, and neuroimaging. METHODS: All patients are examined before receiving a standardised treatment package for adults aged 18–65 with first-episode depression in six public outpatient clinics in the Capital Region of Denmark. From this population, we will recruit a cohort of 800 patients for whom we will acquire clinical, cognitive, psychometric, and biological data. A subgroup (subcohort I, n = 600) will additionally provide neuroimaging data, i.e., Magnetic Resonance Imaging, and Electroencephalogram, and a subgroup of patients from subcohort I unmedicated at inclusion (subcohort II, n = 60) will also undergo a brain Positron Emission Tomography with the [(11)C]-UCB-J tracer binding to the presynaptic glycoprotein-SV2A. Subcohort allocation is based on eligibility and willingness to participate. The treatment package typically lasts six months. Depression severity is assessed with the Quick Inventory of Depressive Symptomatology (QIDS) at baseline, and 6, 12 and 18 months after treatment initiation. The primary outcome is remission (QIDS ≤ 5) and clinical improvement (≥ 50% reduction in QIDS) after 6 months. Secondary endpoints include remission at 12 and 18 months and %-change in QIDS, 10-item Symptom Checklist, 5-item WHO Well-Being Index, and modified Disability Scale from baseline through follow-up. We also assess psychotherapy and medication side-effects. We will use machine learning to determine a combination of characteristics that best predict treatment outcomes and statistical models to investigate the association between individual measures and clinical outcomes. We will assess associations between patient characteristics, treatment choices, and clinical outcomes using path analysis, enabling us to estimate the effect of treatment choices and timing on the clinical outcome. DISCUSSION: The BrainDrugs-Depression study is a real-world deep-phenotyping clinical cohort study of first-episode MDD patients. TRIAL REGISTRATION: Registered at clinicaltrials.gov November 15th, 2022 (NCT05616559). SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12888-023-04618-x. BioMed Central 2023-03-09 /pmc/articles/PMC9999625/ /pubmed/36894940 http://dx.doi.org/10.1186/s12888-023-04618-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Study Protocol Jensen, Kristian Høj Reveles Dam, Vibeke H. Ganz, Melanie Fisher, Patrick MacDonald Ip, Cheng-Teng Sankar, Anjali Marstrand-Joergensen, Maja Rou Ozenne, Brice Osler, Merete Penninx, Brenda W. J. H. Pinborg, Lars H. Frokjaer, Vibe Gedsø Knudsen, Gitte Moos Jørgensen, Martin Balslev Deep phenotyping towards precision psychiatry of first-episode depression — the Brain Drugs-Depression cohort |
title | Deep phenotyping towards precision psychiatry of first-episode depression — the Brain Drugs-Depression cohort |
title_full | Deep phenotyping towards precision psychiatry of first-episode depression — the Brain Drugs-Depression cohort |
title_fullStr | Deep phenotyping towards precision psychiatry of first-episode depression — the Brain Drugs-Depression cohort |
title_full_unstemmed | Deep phenotyping towards precision psychiatry of first-episode depression — the Brain Drugs-Depression cohort |
title_short | Deep phenotyping towards precision psychiatry of first-episode depression — the Brain Drugs-Depression cohort |
title_sort | deep phenotyping towards precision psychiatry of first-episode depression — the brain drugs-depression cohort |
topic | Study Protocol |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9999625/ https://www.ncbi.nlm.nih.gov/pubmed/36894940 http://dx.doi.org/10.1186/s12888-023-04618-x |
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