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1.
Nat Med ; 30(7): 2076-2087, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38886626

ABSTRACT

There is an urgent need to derive quantitative measures based on coherent neurobiological dysfunctions or 'biotypes' to enable stratification of patients with depression and anxiety. We used task-free and task-evoked data from a standardized functional magnetic resonance imaging protocol conducted across multiple studies in patients with depression and anxiety when treatment free (n = 801) and after randomization to pharmacotherapy or behavioral therapy (n = 250). From these patients, we derived personalized and interpretable scores of brain circuit dysfunction grounded in a theoretical taxonomy. Participants were subdivided into six biotypes defined by distinct profiles of intrinsic task-free functional connectivity within the default mode, salience and frontoparietal attention circuits, and of activation and connectivity within frontal and subcortical regions elicited by emotional and cognitive tasks. The six biotypes showed consistency with our theoretical taxonomy and were distinguished by symptoms, behavioral performance on general and emotional cognitive computerized tests, and response to pharmacotherapy as well as behavioral therapy. Our results provide a new, theory-driven, clinically validated and interpretable quantitative method to parse the biological heterogeneity of depression and anxiety. Thus, they represent a promising approach to advance precision clinical care in psychiatry.


Subject(s)
Anxiety , Brain , Depression , Magnetic Resonance Imaging , Humans , Male , Female , Brain/diagnostic imaging , Brain/physiopathology , Adult , Depression/physiopathology , Depression/diagnostic imaging , Depression/therapy , Anxiety/physiopathology , Middle Aged , Precision Medicine , Young Adult , Cognition/physiology
2.
Psychiatr Serv ; 74(3): 325-328, 2023 03 01.
Article in English | MEDLINE | ID: mdl-36004437

ABSTRACT

Research safety protocols are ubiquitous in mental health research involving human subjects and have the potential to harm research participants from racial-ethnic minority populations. For mental health emergencies, such protocols commonly rely on law enforcement for crisis intervention. The authors review inequities experienced by individuals with mental illness in law enforcement encounters, especially Black, Latinx, and other minoritized populations. They then describe the development of a research safety protocol that uses community-based crisis intervention programs as alternatives to law enforcement and provide a roadmap for researchers and institutional review boards to revisit and revise their human subjects safety protocols.


Subject(s)
Law Enforcement , Mental Disorders , Humans , Crisis Intervention , Ethnicity , Minority Groups , Mental Disorders/therapy , Police
3.
Neuroimage ; 245: 118694, 2021 12 15.
Article in English | MEDLINE | ID: mdl-34732328

ABSTRACT

In this paper we provide an overview of the rationale, methods, and preliminary results of the four Connectome Studies Related to Human Disease investigating mood and anxiety disorders. The first study, "Dimensional connectomics of anxious misery" (HCP-DAM), characterizes brain-symptom relations of a transdiagnostic sample of anxious misery disorders. The second study, "Human connectome Project for disordered emotional states" (HCP-DES), tests a hypothesis-driven model of brain circuit dysfunction in a sample of untreated young adults with symptoms of depression and anxiety. The third study, "Perturbation of the treatment resistant depression connectome by fast-acting therapies" (HCP-MDD), quantifies alterations of the structural and functional connectome as a result of three fast-acting interventions: electroconvulsive therapy, serial ketamine therapy, and total sleep deprivation. Finally, the fourth study, "Connectomes related to anxiety and depression in adolescents" (HCP-ADA), investigates developmental trajectories of subtypes of anxiety and depression in adolescence. The four projects use comparable and standardized Human Connectome Project magnetic resonance imaging (MRI) protocols, including structural MRI, diffusion-weighted MRI, and both task and resting state functional MRI. All four projects also conducted comprehensive and convergent clinical and neuropsychological assessments, including (but not limited to) demographic information, clinical diagnoses, symptoms of mood and anxiety disorders, negative and positive affect, cognitive function, and exposure to early life stress. The first round of analyses conducted in the four projects offered novel methods to investigate relations between functional connectomes and self-reports in large datasets, identified new functional correlates of symptoms of mood and anxiety disorders, characterized the trajectory of connectome-symptom profiles over time, and quantified the impact of novel treatments on aberrant connectivity. Taken together, the data obtained and reported by the four Connectome Studies Related to Human Disease investigating mood and anxiety disorders describe a rich constellation of convergent biological, clinical, and behavioral phenotypes that span the peak ages for the onset of emotional disorders. These data are being prepared for open sharing with the scientific community following screens for quality by the Connectome Coordinating Facility (CCF). The CCF also plans to release data from all projects that have been pre-processed using identical state-of-the-art pipelines. The resultant dataset will give researchers the opportunity to pool complementary data across the four projects to study circuit dysfunctions that may underlie mood and anxiety disorders, to map cohesive relations among circuits and symptoms, and to probe how these relations change as a function of age and acute interventions. This large and combined dataset may also be ideal for using data-driven analytic approaches to inform neurobiological targets for future clinical trials and interventions focused on clinical or behavioral outcomes.


Subject(s)
Anxiety Disorders/physiopathology , Connectome/methods , Magnetic Resonance Imaging/methods , Mood Disorders/physiopathology , Adolescent , Adult , Anxiety Disorders/therapy , Female , Humans , Male , Middle Aged , Mood Disorders/therapy
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