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ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries

Thompson, Paul M; Jahanshad, Neda; Ching, Christopher R K; Salminen, Lauren E; Thomopoulos, Sophia I; Bright, Joanna; Baune, Bernhard T; Bertolín, Sara; Bralten, Janita; Bruin, Willem B; Bülow, Robin; Chen, Jian; Chye, Yann; Dannlowski, Udo; de Kovel, Carolien G F; Donohoe, Gary; Eyler, Lisa T; Faraone, Stephen V; Favre, Pauline; Filippi, Courtney A; Frodl, Thomas; Garijo, Daniel; Gil, Yolanda; Grabe, Hans J; Grasby, Katrina L; Hajek, Tomas; Han, Laura K M; Hatton, Sean N; Hilbert, Kevin; Ho, Tiffany C; Holleran, Laurena; Homuth, Georg; Hosten, Norbert; Houenou, Josselin; Ivanov, Iliyan; Jia, Tianye; Kelly, Sinead; Klein, Marieke; Kwon, Jun Soo; Laansma, Max A; Leerssen, Jeanne; Lueken, Ulrike; Nunes, Abraham; Neill, Joseph O'; Opel, Nils; Piras, Fabrizio; Piras, Federica; Postema, Merel C; Pozzi, Elena; Shatokhina, Natalia; Soriano-Mas, Carles; Spalletta, Gianfranco; Sun, Daqiang; Teumer, Alexander; Tilot, Amanda K; Tozzi, Leonardo; van der Merwe, Celia; Van Someren, Eus J W; van Wingen, Guido A; Völzke, Henry; Walton, Esther; Wang, Lei; Winkler, Anderson M; Wittfeld, Katharina; Wright, Margaret J; Yun, Je-Yeon; Zhang, Guohao; Zhang-James, Yanli; Adhikari, Bhim M; Agartz, Ingrid; Aghajani, Moji; Aleman, André; Althoff, Robert R; Altmann, Andre; Andreassen, Ole A; Baron, David A; Bartnik-Olson, Brenda L; Marie Bas-Hoogendam, Janna; Baskin-Sommers, Arielle R; Bearden, Carrie E; Berner, Laura A; Boedhoe, Premika S W; Brouwer, Rachel M; Buitelaar, Jan K; Caeyenberghs, Karen; Cecil, Charlotte A M; Cohen, Ronald A; Cole, James H; Conrod, Patricia J; De Brito, Stephane A; de Zwarte, Sonja M C; Dennis, Emily L; Desrivieres, Sylvane; Dima, Danai; Ehrlich, Stefan; Esopenko, Carrie; Fairchild, Graeme; Fisher, Simon E; Fouche, Jean-Paul; Francks, Clyde; Frangou, Sophia; Franke, Barbara; Garavan, Hugh P; Glahn, David C; Groenewold, Nynke A; Gurholt, Tiril P; Gutman, Boris A; Hahn, Tim; Harding, Ian H; Hernaus, Dennis; Hibar, Derrek P; Hillary, Frank G; Hoogman, Martine; Hulshoff Pol, Hilleke E; Jalbrzikowski, Maria; Karkashadze, George A; Klapwijk, Eduard T; Knickmeyer, Rebecca C; Kochunov, Peter; Koerte, Inga K; Kong, Xiang-Zhen; Liew, Sook-Lei; Lin, Alexander P; Logue, Mark W; Luders, Eileen; Macciardi, Fabio; Mackey, Scott; Mayer, Andrew R; McDonald, Carrie R; McMahon, Agnes B; Medland, Sarah E; Modinos, Gemma; Morey, Rajendra A; Mueller, Sven C; Mukherjee, Pratik; Namazova-Baranova, Leyla; Nir, Talia M; Olsen, Alexander; Paschou, Peristera; Pine, Daniel S; Pizzagalli, Fabrizio; Rentería, Miguel E; Rohrer, Jonathan D; Sämann, Philipp G; Schmaal, Lianne; Schumann, Gunter; Shiroishi, Mark S; Sisodiya, Sanjay M; Smit, Dirk J A; Sønderby, Ida E; Stein, Dan J; Stein, Jason L; Tahmasian, Masoud; Tate, David F; Turner, Jessica A; van den Heuvel, Odile A; van der Wee, Nic J A; van der Werf, Ysbrand D; van Erp, Theo G M; van Haren, Neeltje E M; van Rooij, Daan; van Velzen, Laura S; Veer, Ilya M; Veltman, Dick J; Villalon-Reina, Julio E; Walter, Henrik; Whelan, Christopher D; Wilde, Elisabeth A; Zarei, Mojtaba; Zelman, Vladimir
This review summarizes the last decade of work by the ENIGMA (Enhancing NeuroImaging Genetics through Meta Analysis) Consortium, a global alliance of over 1400 scientists across 43 countries, studying the human brain in health and disease. Building on large-scale genetic studies that discovered the first robustly replicated genetic loci associated with brain metrics, ENIGMA has diversified into over 50 working groups (WGs), pooling worldwide data and expertise to answer fundamental questions in neuroscience, psychiatry, neurology, and genetics. Most ENIGMA WGs focus on specific psychiatric and neurological conditions, other WGs study normal variation due to sex and gender differences, or development and aging; still other WGs develop methodological pipelines and tools to facilitate harmonized analyses of "big data" (i.e., genetic and epigenetic data, multimodal MRI, and electroencephalography data). These international efforts have yielded the largest neuroimaging studies to date in schizophrenia, bipolar disorder, major depressive disorder, post-traumatic stress disorder, substance use disorders, obsessive-compulsive disorder, attention-deficit/hyperactivity disorder, autism spectrum disorders, epilepsy, and 22q11.2 deletion syndrome. More recent ENIGMA WGs have formed to study anxiety disorders, suicidal thoughts and behavior, sleep and insomnia, eating disorders, irritability, brain injury, antisocial personality and conduct disorder, and dissociative identity disorder. Here, we summarize the first decade of ENIGMA's activities and ongoing projects, and describe the successes and challenges encountered along the way. We highlight the advantages of collaborative large-scale coordinated data analyses for testing reproducibility and robustness of findings, offering the opportunity to identify brain systems involved in clinical syndromes across diverse samples and associated genetic, environmental, demographic, cognitive, and psychosocial factors.
PMCID:7083923
PMID: 32198361
ISSN: 2158-3188
CID: 5364722

Neural correlates of infant action processing relate to theory of mind in early childhood

Filippi, Courtney; Choi, Yeo Bi; Fox, Nathan A; Woodward, Amanda L
The mechanisms that support infant action processing are thought to be involved in the development of later social cognition. While a growing body of research demonstrates longitudinal links between action processing and explicit theory of mind (TOM), it remains unclear why this link emerges in some measures of action encoding and not others. In this paper, we recruit neural measures as a unique lens into which aspects of human infant action processing (i.e., action encoding and action execution; age 7 months) are related to preschool TOM (age 3 years; n = 31). We test whether individual differences in recruiting the sensorimotor system or attention processes during action encoding predict individual differences in TOM. Results indicate that reduced occipital alpha during action encoding predicts TOM at age 3. This finding converges with behavioral work and suggests that attentional processes involved in action encoding may support TOM. We also test whether neural processing during action execution draws on the proto-substrates of effortful control (EC). Results indicate that frontal alpha oscillatory activity during action execution predicted EC at age 3-providing strong novel evidence that infant brain activity is longitudinally linked to EC. Further, we demonstrate that EC mediates the link between the frontal alpha response and TOM. This indirect effect is specific in terms of direction, neural response, and behavior. Together, these findings converge with behavioral research and demonstrate that domain general processes show strong links to early infant action processing and TOM.
PMCID:7227764
PMID: 31162859
ISSN: 1467-7687
CID: 5443272

Levels of early-childhood behavioral inhibition predict distinct neurodevelopmental pathways to pediatric anxiety

Abend, Rany; Swetlitz, Caroline; White, Lauren K; Shechner, Tomer; Bar-Haim, Yair; Filippi, Courtney; Kircanski, Katharina; Haller, Simone P; Benson, Brenda E; Chen, Gang; Leibenluft, Ellen; Fox, Nathan A; Pine, Daniel S
BACKGROUND:Anxiety symptoms gradually emerge during childhood and adolescence. Individual differences in behavioral inhibition (BI), an early-childhood temperament, may shape developmental paths through which these symptoms arise. Cross-sectional research suggests that level of early-childhood BI moderates associations between later anxiety symptoms and threat-related amygdala-prefrontal cortex (PFC) circuitry function. However, no study has characterized these associations longitudinally. Here, we tested whether level of early-childhood BI predicts distinct evolving associations between amygdala-PFC function and anxiety symptoms across development. METHODS:Eighty-seven children previously assessed for BI level in early childhood provided data at ages 10 and/or 13 years, consisting of assessments of anxiety and an fMRI-based dot-probe task (including threat, happy, and neutral stimuli). Using linear-mixed-effects models, we investigated longitudinal changes in associations between anxiety symptoms and threat-related amygdala-PFC connectivity, as a function of early-childhood BI. RESULTS:In children with a history of high early-childhood BI, anxiety symptoms became, with age, more negatively associated with right amygdala-left dorsolateral-PFC connectivity when attention was to be maintained on threat. In contrast, with age, low-BI children showed an increasingly positive anxiety-connectivity association during the same task condition. Behaviorally, at age 10, anxiety symptoms did not relate to fluctuations in attention bias (attention bias variability, ABV) in either group; by age 13, low-BI children showed a negative anxiety-ABV association, whereas high-BI children showed a positive anxiety-ABV association. CONCLUSIONS:Early-childhood BI levels predict distinct neurodevelopmental pathways to pediatric anxiety symptoms. These pathways involve distinct relations among brain function, behavior, and anxiety symptoms, which may inform diagnosis and treatment.
PMCID:7711072
PMID: 30616705
ISSN: 1469-8978
CID: 5364702

Inhibitory Control and Childhood Psychopathology: A Latent Variable Approach [Meeting Abstract]

Cardinale, Elise; Bezek, Jessica; Freitag, Gabrielle; Subar, Anni; Filippi, Courtney; Brotman, Melissa; Pine, Daniel; Leibenluft, Ellen; Kircanski, Katharina
ISI:000596371000350
ISSN: 0893-133x
CID: 5364862

Actions speak louder than gestures when you are 2 years old

Novack, Miriam A; Filippi, Courtney A; Goldin-Meadow, Susan; Woodward, Amanda L
Interpreting iconic gestures can be challenging for children. Here, we explore the features and functions of iconic gestures that make them more challenging for young children to interpret than instrumental actions. In Study 1, we show that 2.5-year-olds are able to glean size information from handshape in a simple gesture, although their performance is significantly worse than 4-year-olds'. Studies 2 to 4 explore the boundary conditions of 2.5-year-olds' gesture understanding. In Study 2, 2.5-year-old children have an easier time interpreting size information in hands that reach than in hands that gesture. In Study 3, we tease apart the perceptual features and functional objectives of reaches and gestures. We created a context in which an action has the perceptual features of a reach (extending the hand toward an object) but serves the function of a gesture (the object is behind a barrier and not obtainable; the hand thus functions to represent, rather than reach for, the object). In this context, children struggle to interpret size information in the hand, suggesting that gesture's representational function (rather than its perceptual features) is what makes it hard for young children to interpret. A distance control (Study 4) in which a person holds a box in gesture space (close to the body) demonstrates that children's difficulty interpreting static gesture cannot be attributed to the physical distance between a gesture and its referent. Together, these studies provide evidence that children's struggle to interpret iconic gesture may stem from its status as representational action. (PsycINFO Database Record
PMCID:6152821
PMID: 30234335
ISSN: 1939-0599
CID: 5364692

Subcortical Volumes in Social Anxiety Disorder: Preliminary Results From Enigma-Anxiety [Meeting Abstract]

Groenewold, Nynke; Bas-Hoogendam, Janna Marie; Amod, Alyssa R.; van Velzen, Laura; Aghajani, Moji; Filippi, Courtney; Gold, Andrea; Ching, Christopher R. K.; Roelofs, Karin; Furmark, Tomas; Mansson, Kristoffer; Straube, Thomas; Peterburs, Jutta; Klumpp, Heide; Phan, K. Luan; Lochner, Christine; Doruyter, Alexander; Pujol, Jesus; Cardoner, Narcis; Blanco-Hinojo, Laura; Beesdo-Baum, Katja; Hilbert, Kevin; Kreifelts, Benjamin; Erb, Michael; Gong, Qiyong; Lui, Su; Soares, Jair; Wu, Mon-Ju; Westenberg, P. Michiel; Grotegerd, Dominik; Leehr, Elisabeth J.; Dannlowski, Udo; Zwanzger, Peter; Veltman, Dick J.; Pine, Daniel S.; Jahanshad, Neda; Thompson, Paul M.; Stein, Dan J.; van der Wee, Nic. J. A.
ISI:000433001900038
ISSN: 0006-3223
CID: 5364832

Motor System Activation Predicts Goal Imitation in 7-Month-Old Infants

Filippi, Courtney A; Cannon, Erin N; Fox, Nathan A; Thorpe, Samuel G; Ferrari, Pier F; Woodward, Amanda L
The current study harnessed the variability in infants' neural and behavioral responses as a novel method for evaluating the potential relations between motor system activation and social behavior. We used electroencephalography (EEG) to record neural activity as 7-month-old infants observed and responded to the actions of an experimenter. To determine whether motor system activation predicted subsequent imitation behavior, we assessed event-related desynchronization (ERD) at central sites during action observation as a function of subsequent behavior. Greater mu desynchronization over central sites was observed when infants subsequently reproduced the experimenter's goal than when they did not reproduce the goal and instead selected the nongoal object. We also found that mu desynchronization during action execution predicted the infants' later propensity to reproduce the experimenter's goal-directed behavior. These results provide the first evidence that motor system activation predicts the imitation of other individuals' goals during infancy.
PMCID:4875827
PMID: 27071750
ISSN: 1467-9280
CID: 5364682

Action Experience Changes Attention to Kinematic Cues

Filippi, Courtney A; Woodward, Amanda L
The current study used remote corneal reflection eye-tracking to examine the relationship between motor experience and action anticipation in 13-months-old infants. To measure online anticipation of actions infants watched videos where the actor's hand provided kinematic information (in its orientation) about the type of object that the actor was going to reach for. The actor's hand orientation either matched the orientation of a rod (congruent cue) or did not match the orientation of the rod (incongruent cue). To examine relations between motor experience and action anticipation, we used a 2 (reach first vs. observe first) × 2 (congruent kinematic cue vs. incongruent kinematic cue) between-subjects design. We show that 13-months-old infants in the observe first condition spontaneously generate rapid online visual predictions to congruent hand orientation cues and do not visually anticipate when presented incongruent cues. We further demonstrate that the speed that these infants generate predictions to congruent motor cues is correlated with their own ability to pre-shape their hands. Finally, we demonstrate that following reaching experience, infants generate rapid predictions to both congruent and incongruent hand shape cues-suggesting that short-term experience changes attention to kinematics.
PMCID:4753290
PMID: 26913012
ISSN: 1664-1078
CID: 5364672

Mirroring and the ontogeny of social cognition

Chapter by: Filippi, Courtney; Woodward, Amanda
in: New frontiers in mirror neurons research by Ferrari, Pier Francesco; Rizzolatti, Giacomo [Ed]
Oxford : Oxford University Press, 2015
pp. 315-328
ISBN: 9780199686155
CID: 5443302

A developmental perspective on action and social cognition [Comment]

Krogh-Jespersen, Sheila; Filippi, Courtney; Woodward, Amanda L
The target article argues that developmental processes are key to understanding the mirror neuron system, yet neglects several bodies of developmental research that are informative for doing so. Infants' actions and action understanding are structured by goals, and the former lends structure to the latter. Evaluating the origins and functions of mirror neurons depends on integrating investigations of neural, social-cognitive and motor development.
PMID: 24775165
ISSN: 1469-1825
CID: 5364662