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Neurocircuit models of obsessive-compulsive disorder: limitations and future directions for research
Shephard, Elizabeth; Batistuzzo, Marcelo C; Hoexter, Marcelo Q; Stern, Emily R; Zuccolo, Pedro F; Ogawa, Carolina Y; Silva, Renata M; Brunoni, Andre R; Costa, Daniel L; Doretto, Victoria; Saraiva, Leonardo; Cappi, Carolina; Shavitt, Roseli G; Simpson, H Blair; van den Heuvel, Odile A; Miguel, Euripedes C
Obsessive-compulsive disorder (OCD) is a common psychiatric condition classically characterized by obsessions (recurrent, intrusive and unwanted thoughts) and compulsions (excessive, repetitive and ritualistic behaviors or mental acts). OCD is heterogeneous in its clinical presentation and not all patients respond to first-line treatments. Several neurocircuit models of OCD have been proposed with the aim of providing a better understanding of the neural and cognitive mechanisms involved in the disorder. These models use advances in neuroscience and findings from neuropsychological and neuroimaging studies to suggest links between clinical profiles that reflect the symptoms and experiences of patients and dysfunctions in specific neurocircuits. Several models propose that treatments for OCD could be improved if directed to specific neurocircuit dysfunctions, thereby restoring efficient neurocognitive function and ameliorating the symptomatology of each associated clinical profile. Yet, there are several important limitations to neurocircuit models of OCD. The purpose of the current review is to highlight some of these limitations, including issues related to the complexity of brain and cognitive function, the clinical presentation and course of OCD, etiological factors, and treatment methods proposed by the models. We also provide suggestions for future research to advance neurocircuit models of OCD and facilitate translation to clinical application.
PMID: 35617698
ISSN: 1809-452x
CID: 5235542
The thalamus and its subnuclei-a gateway to obsessive-compulsive disorder
Weeland, Cees J; Kasprzak, Selina; de Joode, Niels T; Abe, Yoshinari; Alonso, Pino; Ameis, Stephanie H; Anticevic, Alan; Arnold, Paul D; Balachander, Srinivas; Banaj, Nerisa; Bargallo, Nuria; Batistuzzo, Marcelo C; Benedetti, Francesco; Beucke, Jan C; Bollettini, Irene; Brecke, Vilde; Brem, Silvia; Cappi, Carolina; Cheng, Yuqi; Cho, Kang Ik K; Costa, Daniel L C; Dallaspezia, Sara; Denys, Damiaan; Eng, Goi Khia; Ferreira, Sónia; Feusner, Jamie D; Fontaine, Martine; Fouche, Jean-Paul; Grazioplene, Rachael G; Gruner, Patricia; He, Mengxin; Hirano, Yoshiyuki; Hoexter, Marcelo Q; Huyser, Chaim; Hu, Hao; Jaspers-Fayer, Fern; Kathmann, Norbert; Kaufmann, Christian; Kim, Minah; Koch, Kathrin; Bin Kwak, Yoo; Kwon, Jun Soo; Lazaro, Luisa; Li, Chiang-Shan R; Lochner, Christine; Marsh, Rachel; Martínez-ZalacaÃn, Ignacio; Mataix-Cols, David; Menchón, Jose M; Minnuzi, Luciano; Moreira, Pedro Silva; Morgado, Pedro; Nakagawa, Akiko; Nakamae, Takashi; Narayanaswamy, Janardhanan C; Nurmi, Erika L; Ortiz, Ana E; Pariente, Jose C; Piacentini, John; Picó-Pérez, Maria; Piras, Fabrizio; Piras, Federica; Pittenger, Christopher; Reddy, Y C Janardhan; Rodriguez-Manrique, Daniela; Sakai, Yuki; Shimizu, Eiji; Shivakumar, Venkataram; Simpson, Helen Blair; Soreni, Noam; Soriano-Mas, Carles; Sousa, Nuno; Spalletta, Gianfranco; Stern, Emily R; Stevens, Michael C; Stewart, S Evelyn; Szeszko, Philip R; Takahashi, Jumpei; Tanamatis, Tais; Tang, Jinsong; Thorsen, Anders Lillevik; Tolin, David; van der Werf, Ysbrand D; van Marle, Hein; van Wingen, Guido A; Vecchio, Daniela; Venkatasubramanian, G; Walitza, Susanne; Wang, Jicai; Wang, Zhen; Watanabe, Anri; Wolters, Lidewij H; Xu, Xiufeng; Yun, Je-Yeon; Zhao, Qing; White, Tonya; Thompson, Paul M; Stein, Dan J; van den Heuvel, Odile A; Vriend, Chris
Larger thalamic volume has been found in children with obsessive-compulsive disorder (OCD) and children with clinical-level symptoms within the general population. Particular thalamic subregions may drive these differences. The ENIGMA-OCD working group conducted mega- and meta-analyses to study thalamic subregional volume in OCD across the lifespan. Structural T1-weighted brain magnetic resonance imaging (MRI) scans from 2649 OCD patients and 2774 healthy controls across 29 sites (50 datasets) were processed using the FreeSurfer built-in ThalamicNuclei pipeline to extract five thalamic subregions. Volume measures were harmonized for site effects using ComBat before running separate multiple linear regression models for children, adolescents, and adults to estimate volumetric group differences. All analyses were pre-registered ( https://osf.io/73dvy ) and adjusted for age, sex and intracranial volume. Unmedicated pediatric OCD patients (<12 years) had larger lateral (d = 0.46), pulvinar (d = 0.33), ventral (d = 0.35) and whole thalamus (d = 0.40) volumes at unadjusted p-values <0.05. Adolescent patients showed no volumetric differences. Adult OCD patients compared with controls had smaller volumes across all subregions (anterior, lateral, pulvinar, medial, and ventral) and smaller whole thalamic volume (d = -0.15 to -0.07) after multiple comparisons correction, mostly driven by medicated patients and associated with symptom severity. The anterior thalamus was also significantly smaller in patients after adjusting for thalamus size. Our results suggest that OCD-related thalamic volume differences are global and not driven by particular subregions and that the direction of effects are driven by both age and medication status.
PMID: 35190533
ISSN: 2158-3188
CID: 5172062
Imbalance between default mode and sensorimotor connectivity is associated with perseverative thinking in obsessive-compulsive disorder
Stern, Emily R; Eng, Goi Khia; De Nadai, Alessandro S; Iosifescu, Dan V; Tobe, Russell H; Collins, Katherine A
Obsessive-compulsive disorder (OCD) is highly heterogeneous. Although perseverative negative thinking (PT) is a feature of OCD, little is known about its neural mechanisms or relationship to clinical heterogeneity in the disorder. In a sample of 85 OCD patients, we investigated the relationships between self-reported PT, clinical symptom subtypes, and resting-state functional connectivity measures of local and global connectivity. Results indicated that PT scores were highly variable within the OCD sample, with greater PT relating to higher severity of the "unacceptable thoughts" symptom dimension. PT was positively related to local connectivity in subgenual anterior cingulate cortex (ACC), pregenual ACC, and the temporal poles-areas that are part of, or closely linked to, the default mode network (DMN)-and negatively related to local connectivity in sensorimotor cortex. While the majority of patients showed higher local connectivity strengths in sensorimotor compared to DMN regions, OCD patients with higher PT scores had less of an imbalance between sensorimotor and DMN connectivity than those with lower PT scores, with healthy controls exhibiting an intermediate pattern. Clinically, this imbalance was related to both the "unacceptable thoughts" and "symmetry/not-just-right-experiences" symptom dimensions, but in opposite directions. These effects remained significant after accounting for variance related to psychiatric comorbidity and medication use in the OCD sample, and no significant relationships were found between PT and global connectivity. These data indicate that PT is related to symptom and neural variability in OCD. Future work may wish to target this circuity when developing personalized interventions for patients with these symptoms.
PMID: 35022398
ISSN: 2158-3188
CID: 5118862
Neural function underlying reward expectancy and attainment in adolescents with diverse psychiatric symptoms
Liu, Qi; Ely, Benjamin A; Stern, Emily R; Xu, Junqian; Kim, Joo-Won; Pick, Danielle G; Alonso, Carmen M; Gabbay, Vilma
Reward dysfunction has been hypothesized to play a key role in the development of psychiatric conditions during adolescence. To help capture the complexity of reward function in youth, we used the Reward Flanker fMRI Task, which enabled us to examine neural activity during expectancy and attainment of both certain and uncertain rewards. Participants were 84 psychotropic-medication-free adolescents, including 67 with diverse psychiatric conditions and 17 healthy controls. Functional MRI used high-resolution acquisition and high-fidelity processing techniques modeled after the Human Connectome Project. Analyses examined neural activation during reward expectancy and attainment, and their associations with clinical measures of depression, anxiety, and anhedonia severity, with results controlled for family-wise errors using non-parametric permutation tests. As anticipated, reward expectancy activated regions within the fronto-striatal reward network, thalamus, occipital lobe, superior parietal lobule, temporoparietal junction, and cerebellum. Unexpectedly, however, reward attainment was marked by widespread deactivation in many of these same regions, which we further explored using cosine similarity analysis. Across all subjects, striatum and thalamus activation during reward expectancy negatively correlated with anxiety severity, while activation in numerous cortical and subcortical regions during reward attainment positively correlated with both anxiety and depression severity. These findings highlight the complexity and dynamic nature of neural reward processing in youth.
PMCID:9668660
PMID: 36451362
ISSN: 2213-1582
CID: 5374062
Sensory processing and intolerance in obsessive-compulsive disorder
Chapter by: Collins, Katherine A; Grimaldi, Stephanie J; Stern, Emily R
in: Complexities in obsessive-compulsive and related disorders: Advances in conceptualization and treatment by Storch, Eric A [Ed]; Abramowitz, Jonathan S [Ed]; McKay, Dean [Ed]
New York, NY, US: Oxford University Press, 2022
pp. 125-141
ISBN: 9780190052775
CID: 5177862
Affective and somatic symptom clusters in depression and their relationship to treatment outcomes in the STAR*D sample
Collins, Katherine A; Eng, Goi Khia; Tural, Ümit; Irvin, Molly K; Iosifescu, Dan V; Stern, Emily R
BACKGROUND:The heterogenous nature of depression continues to stymie efforts to identify biomarkers or predict treatment response. Efforts leveraging large datasets to define more uniform subtypes of depression or subgroups of depressed patients have considered only small subsets of symptoms. We aimed to understand how inclusion of more diverse complaints would impact data-emergent symptom and patient clusters. METHODS:We applied principal components analysis to baseline IDS data from 1491 STAR-D patients with major depressive disorder to derive naturally co-occurring symptom subsets before utilizing k-means clustering to divide patients into groups based on standardized residuals of each symptom subset score. We evaluated the clinical utility of our approach by comparing how cluster membership impacted response to citalopram. RESULTS:PCA identified nine naturally co-occurring symptom clusters: core affective symptoms, appetite/weight loss, anxiety, somatic symptoms, insomnia, negative intrusive thoughts, leaden paralysis/mood quality, diurnal mood variation, and irritability. Cluster analysis identified two patient groups, differing significantly in 7 of 9 clusters. Patients distinguished by the prominence of somatic vs. core affective symptoms exhibited greater reduction in depression severity with citalopram treatment. LIMITATIONS/CONCLUSIONS:Results depend not only on raw data, but also parameter selection, and interpretation. Replication is indicated. CONCLUSIONS:Findings are consistent with previous reports linking somatic symptoms and treatment resistance and demonstrating that SSRIs are most effective in treating affective symptoms. A novel distinction between physical somatic symptoms and psychic anxiety highlights the utility of assessing a broad spectrum of symptoms when exploring heterogeneity in depression and the need for treatments targeting physical somatic symptoms specifically.
PMID: 34952119
ISSN: 1573-2517
CID: 5109172
Peripheral immune cell reactivity and neural response to reward in patients with depression and anhedonia
Costi, Sara; Morris, Laurel S; Collins, Abigail; Fernandez, Nicolas F; Patel, Manishkumar; Xie, Hui; Kim-Schulze, Seunghee; Stern, Emily R; Collins, Katherine A; Cathomas, Flurin; Parides, Michael K; Whitton, Alexis E; Pizzagalli, Diego A; Russo, Scott J; Murrough, James W
Increased levels of peripheral cytokines have been previously associated with depression in preclinical and clinical research. Although the precise nature of peripheral immune dysfunction in depression remains unclear, evidence from animal studies points towards a dysregulated response of peripheral leukocytes as a risk factor for stress susceptibility. This study examined dynamic release of inflammatory blood factors from peripheral blood mononuclear cells (PBMC) in depressed patients and associations with neural and behavioral measures of reward processing. Thirty unmedicated patients meeting criteria for unipolar depressive disorder and 21 healthy control volunteers were enrolled. PBMCs were isolated from whole blood and stimulated ex vivo with lipopolysaccharide (LPS). Olink multiplex assay was used to analyze a large panel of inflammatory proteins. Participants completed functional magnetic resonance imaging with an incentive flanker task to probe neural responses to reward anticipation, as well as clinical measures of anhedonia and pleasure including the Temporal Experience of Pleasure Scale (TEPS) and the Snaith-Hamilton Pleasure Scale (SHAPS). LPS stimulation revealed larger increases in immune factors in depressed compared to healthy subjects using an aggregate immune score (t49 = 2.83, p = 0.007). Higher peripheral immune score was associated with reduced neural responses to reward anticipation within the ventral striatum (VS) (r = -0.39, p = 0.01), and with reduced anticipation of pleasure as measured with the TEPS anticipatory sub-score (r = -0.318, p = 0.023). Our study provides new evidence suggesting that dynamic hyper-reactivity of peripheral leukocytes in depressed patients is associated with blunted activation of the brain reward system and lower subjective anticipation of pleasure.
PMID: 34741019
ISSN: 2158-3188
CID: 5038592
Toward a neurocircuit-based taxonomy to guide treatment of obsessive-compulsive disorder
Shephard, Elizabeth; Stern, Emily R; van den Heuvel, Odile A; Costa, Daniel L C; Batistuzzo, Marcelo C; Godoy, Priscilla B G; Lopes, Antonio C; Brunoni, Andre R; Hoexter, Marcelo Q; Shavitt, Roseli G; Reddy, Y C Janardhan; Lochner, Christine; Stein, Dan J; Simpson, H Blair; Miguel, Euripedes C
An important challenge in mental health research is to translate findings from cognitive neuroscience and neuroimaging research into effective treatments that target the neurobiological alterations involved in psychiatric symptoms. To address this challenge, in this review we propose a heuristic neurocircuit-based taxonomy to guide the treatment of obsessive-compulsive disorder (OCD). We do this by integrating information from several sources. First, we provide case vignettes in which patients with OCD describe their symptoms and discuss different clinical profiles in the phenotypic expression of the condition. Second, we link variations in these clinical profiles to underlying neurocircuit dysfunctions, drawing on findings from neuropsychological and neuroimaging studies in OCD. Third, we consider behavioral, pharmacological, and neuromodulatory treatments that could target those specific neurocircuit dysfunctions. Finally, we suggest methods of testing this neurocircuit-based taxonomy as well as important limitations to this approach that should be considered in future research.
PMCID:8260628
PMID: 33414496
ISSN: 1476-5578
CID: 5154212
Impact of the KCNQ2/3 Channel Opener Ezogabine on Reward Circuit Activity and Clinical Symptoms in Depression: Results From a Randomized Controlled Trial
Costi, Sara; Morris, Laurel S; Kirkwood, Katherine A; Hoch, Megan; Corniquel, Morgan; Vo-Le, Brittany; Iqbal, Tabish; Chadha, Nisha; Pizzagalli, Diego A; Whitton, Alexis; Bevilacqua, Laura; Jha, Manish K; Ursu, Stefan; Swann, Alan C; Collins, Katherine A; Salas, Ramiro; Bagiella, Emilia; Parides, Michael K; Stern, Emily R; Iosifescu, Dan V; Han, Ming-Hu; Mathew, Sanjay J; Murrough, James W
OBJECTIVE/UNASSIGNED:Preclinical studies point to the KCNQ2/3 potassium channel as a novel target for the treatment of depression and anhedonia, a reduced ability to experience pleasure. The authors conducted the first randomized placebo-controlled trial testing the effect of the KCNQ2/3 positive modulator ezogabine on reward circuit activity and clinical outcomes in patients with depression. METHODS/UNASSIGNED:Depressed individuals (N=45) with elevated levels of anhedonia were assigned to a 5-week treatment period with ezogabine (900 mg/day; N=21) or placebo (N=24). Participants underwent functional MRI during a reward flanker task at baseline and following treatment. Clinical measures of depression and anhedonia were collected at weekly visits. The primary endpoint was the change from baseline to week 5 in ventral striatum activation during reward anticipation. Secondary endpoints included depression and anhedonia severity as measured using the Montgomery-Ã…sberg Depression Rating Scale (MADRS) and the Snaith-Hamilton Pleasure Scale (SHAPS), respectively. RESULTS/UNASSIGNED:The study did not meet its primary neuroimaging endpoint. Participants in the ezogabine group showed a numerical increase in ventral striatum response to reward anticipation following treatment compared with participants in the placebo group from baseline to week 5. Compared with placebo, ezogabine was associated with a significantly larger improvement in MADRS and SHAPS scores and other clinical endpoints. Ezogabine was well tolerated, and no serious adverse events occurred. CONCLUSIONS/UNASSIGNED:The study did not meet its primary neuroimaging endpoint, although the effect of treatment was significant on several secondary clinical endpoints. In aggregate, the findings may suggest that future studies of the KCNQ2/3 channel as a novel treatment target for depression and anhedonia are warranted.
PMID: 33653118
ISSN: 1535-7228
CID: 4877972
White matter microstructure and its relation to clinical features of obsessive-compulsive disorder: findings from the ENIGMA OCD Working Group
Piras, Fabrizio; Piras, Federica; Abe, Yoshinari; Agarwal, Sri Mahavir; Anticevic, Alan; Ameis, Stephanie; Arnold, Paul; Banaj, Nerisa; Bargalló, Núria; Batistuzzo, Marcelo C; Benedetti, Francesco; Beucke, Jan-Carl; Boedhoe, Premika S W; Bollettini, Irene; Brem, Silvia; Calvo, Anna; Cho, Kang Ik Kevin; Ciullo, Valentina; Dallaspezia, Sara; Dickie, Erin; Ely, Benjamin Adam; Fan, Siyan; Fouche, Jean-Paul; Gruner, Patricia; Gürsel, Deniz A; Hauser, Tobias; Hirano, Yoshiyuki; Hoexter, Marcelo Q; Iorio, Mariangela; James, Anthony; Reddy, Y C Janardhan; Kaufmann, Christian; Koch, Kathrin; Kochunov, Peter; Kwon, Jun Soo; Lazaro, Luisa; Lochner, Christine; Marsh, Rachel; Nakagawa, Akiko; Nakamae, Takashi; Narayanaswamy, Janardhanan C; Sakai, Yuki; Shimizu, Eiji; Simon, Daniela; Simpson, Helen Blair; Soreni, Noam; Stämpfli, Philipp; Stern, Emily R; Szeszko, Philip; Takahashi, Jumpei; Venkatasubramanian, Ganesan; Wang, Zhen; Yun, Je-Yeon; Stein, Dan J; Jahanshad, Neda; Thompson, Paul M; van den Heuvel, Odile A; Spalletta, Gianfranco
Microstructural alterations in cortico-subcortical connections are thought to be present in obsessive-compulsive disorder (OCD). However, prior studies have yielded inconsistent findings, perhaps because small sample sizes provided insufficient power to detect subtle abnormalities. Here we investigated microstructural white matter alterations and their relation to clinical features in the largest dataset of adult and pediatric OCD to date. We analyzed diffusion tensor imaging metrics from 700 adult patients and 645 adult controls, as well as 174 pediatric patients and 144 pediatric controls across 19 sites participating in the ENIGMA OCD Working Group, in a cross-sectional case-control magnetic resonance study. We extracted measures of fractional anisotropy (FA) as main outcome, and mean diffusivity, radial diffusivity, and axial diffusivity as secondary outcomes for 25 white matter regions. We meta-analyzed patient-control group differences (Cohen's d) across sites, after adjusting for age and sex, and investigated associations with clinical characteristics. Adult OCD patients showed significant FA reduction in the sagittal stratum (d = -0.21, z = -3.21, p = 0.001) and posterior thalamic radiation (d = -0.26, z = -4.57, p < 0.0001). In the sagittal stratum, lower FA was associated with a younger age of onset (z = 2.71, p = 0.006), longer duration of illness (z = -2.086, p = 0.036), and a higher percentage of medicated patients in the cohorts studied (z = -1.98, p = 0.047). No significant association with symptom severity was found. Pediatric OCD patients did not show any detectable microstructural abnormalities compared to controls. Our findings of microstructural alterations in projection and association fibers to posterior brain regions in OCD are consistent with models emphasizing deficits in connectivity as an important feature of this disorder.
PMCID:7969744
PMID: 33731673
ISSN: 2158-3188
CID: 5545062