Psychiatry and Psychology Commons^™

Turning Data Into Better Mental Health: Past, Present, And Future, Nidal Moukaddam, Akane Sano, Ramiro Salas, Zakia Hammal, Ashutosh Sabharwal

Staff and Researcher Publications

In this mini-review, we discuss the fundamentals of using technology in mental health diagnosis and tracking. We highlight those principles using two clinical concepts: (1) cravings and relapse in the context of addictive disorders and (2) anhedonia in the context of depression. This manuscript is useful for both clinicians wanting to understand the scope of technology use in psychiatry and for computer scientists and engineers wishing to assess psychiatric frameworks useful for diagnosis and treatment. The increase in smartphone ownership and internet connectivity, as well as the accelerated development of wearable devices, have made the observation and analysis of human …

Decreased Brain Ventricular Volume In Psychiatric Inpatients With Serotonin Reuptake Inhibitor Treatment, P K Bolin, S N Gosnell, K Brandel-Ankrapp, N Srinivasan, A Castellanos, R Salas

Staff and Researcher Publications

Background: Brain ventricles have been reported to be enlarged in several neuropsychiatric disorders and in aging. Whether human cerebral ventricular volume can decrease over time with psychiatric treatment is not well-studied. The aim of this study was to examine whether inpatients taking serotonin reuptake inhibitors (SRI) exhibited reductions in cerebral ventricular volume.

Methods: Psychiatric inpatients, diagnosed mainly with depression, substance use, anxiety, and personality disorders, underwent two imaging sessions (Time 1 and Time 2, approximately 4 weeks apart). FreeSurfer was used to quantify volumetric features of the brain, and ANOVA was used to analyze ventricular volume differences between Time 1 …

Defining Patient-Level Molecular Heterogeneity In Psoriasis Vulgaris Based On Single-Cell Transcriptomics, Yale Liu, Hao Wang, Christopher Cook, Mark A Taylor, Jeffrey P North, Ashley Hailer, Yanhong Shou, Arsil Sadik, Esther Kim, Elizabeth Purdom, Jeffrey B Cheng, Raymond J Cho

Staff and Researcher Publications

Identifying genetic variation underlying human diseases establishes targets for therapeutic development and helps tailor treatments to individual patients. Large-scale transcriptomic profiling has extended the study of such molecular heterogeneity between patients to somatic tissues. However, the lower resolution of bulk RNA profiling, especially in a complex, composite tissue such as the skin, has limited its success. Here we demonstrate approaches to interrogate patient-level molecular variance in a chronic skin inflammatory disease, psoriasis vulgaris, leveraging single-cell RNA-sequencing of CD45+ cells isolated from active lesions. Highly psoriasis-specific transcriptional abnormalities display greater than average inter-individual variance, nominating them as potential sources of clinical …

Prefrontal Glutamate Neurotransmission In Ptsd: A Novel Approach To Estimate Synaptic Strength In Vivo In Humans, Lynnette A Averill, Lihong Jiang, Prerana Purohit, Anastasia Coppoli, Christopher L Averill, Jeremy Roscoe, Benjamin Kelmendi, Henk M De Feyter, Robin A De Graaf, Ralitza Gueorguieva, Gerard Sanacora, John H Krystal, Douglas L Rothman, Graeme F Mason, Chadi G Abdallah

Staff and Researcher Publications

Background: Trauma and chronic stress are believed to induce and exacerbate psychopathology by disrupting glutamate synaptic strength. However, in vivo in human methods to estimate synaptic strength are limited. In this study, we established a novel putative biomarker of glutamatergic synaptic strength, termed energy-per-cycle (EPC). Then, we used EPC to investigate the role of prefrontal neurotransmission in trauma-related psychopathology.

Methods: Healthy controls (n = 18) and patients with posttraumatic stress (PTSD; n = 16) completed 13C-acetate magnetic resonance spectroscopy (MRS) scans to estimate prefrontal EPC, which is the ratio of neuronal energetic needs per glutamate neurotransmission cycle (VTCA/VCycle).

Results: Patients …