Daniela Vecchio

@hsantalucia.it

Department of Clinical and Behavioural Neurology - Laboratory of Neuropsychyatry
IRCCS Santa Lucia Foundation

Daniela Vecchio


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https://researchid.co/danive

EDUCATION

MS Cognitive Neuroscience
PhD Behavioural Neuroscience

RESEARCH INTERESTS

Neuroimaging, Connectivity, Network Analysis, Machine Learning, Mental Disorder, Neurodegenerative Disorder
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Scopus Publications

Scopus Publications

  • Optimizing the Approach to Calculating CST Lesion Load in Ischemic Stroke Patients for Understanding Motor Outcomes
    Brady J. Williamson, Tyler Behymer, Anne Schwarz, Achala Vagal, Carolee J. Winstein, Michael R. Borich, Colleen Hanlon, Michael Dimyan, Adriana B. Conforto, Fabrizio Piras, Daniela Vecchio, Brenton Hordacre, Lara A. Boyd, Jennifer K. Ferris, Jessica M. Cassidy, Sophia I. Thomopoulos, Neda Jahanshad, Paul M. Thompson, Mahir Khan, Sook-Lei Liew, Steven C. Cramer
    Neurorehabilitation and Neural Repair, 2026
    Introduction Corticospinal tract lesion load (CST-LL) is a biomarker used for studying motor outcomes after stroke. However, the optimal method for calculating this metric is unknown. Methods This is a cross-sectional study of a large ischemic stroke cohort from the ENIGMA Stroke Recovery Consortium (n = 221; mean age = 59.8 years, 56% male) to compare 4 lesion load metrics across 3 CST templates. We then validate these findings in another large, independent stroke cohort (n = 125; mean age = 64.6 years, 54% male). Results Results indicate that variance in behavioral outcome was best explained using the maximum weighted cross-sectional overlap between lesion and the CST (Max-WLL), and when using an age-appropriate normative CST template (generated from the HCP Aging study). This was true both when the outcome was motor impairment, measured using the Fugl-Meyer Upper Extremity scale (FMUE, relative explained variance (REV) = 58.9%), and when it was global function, measured using the Barthel Index (BI, REV = 60%). In the validation cohort, FMUE results were replicated (REV = 47.6%). Conclusion The findings indicate that Max-WLL, which represents the proportion of transected CST fibers, most accurately captures CST injury as it relates to motor and functional outcomes after stroke. Additionally, results suggest the importance of an age-appropriate template, a key consideration given that stroke is largely a disease of the elderly. Together, these findings provide an independently validated tool to optimize future research examining CST injury after stroke.
  • Structural brain abnormalities and aggression in schizophrenia: mega-analysis of data from 2095 patients and 2861 healthy controls via the ENIGMA consortium
    Jelle Lamsma, Adrian Raine, Seyed M. Kia, Wiepke Cahn, Dominic Arold, Nerisa Banaj, Annarita Barone, Katharina Brosch, Rachel Brouwer, Arturo Brunetti, Vince D. Calhoun, Qian H. Chew, Sunah Choi, Young-Chul Chung, Mariateresa Ciccarelli, Derin Cobia, Sirio Cocozza, Udo Dannlowski, Paola Dazzan, Andrea de Bartolomeis, Marta Di Forti, Alexandre Dumais, Jesse T. Edmond, Stefan Ehrlich, Ulrika Evermann, Kira Flinkenflügel, Foivos Georgiadis, David C. Glahn, Janik Goltermann, Melissa J. Green, Dominik Grotegerd, Amalia Guerrero-Pedraza, Minji Ha, Elliot L. Hong, Hilleke Hulshoff Pol, Felice Iasevoli, Stefan Kaiser, Vasily Kaleda, Andriana Karuk, Minah Kim, Tilo Kircher, Matthias Kirschner, Peter Kochunov, Jun Soo Kwon, Irina Lebedeva, Rebekka Lencer, Tiago R. Marques, Susanne Meinert, Robin Murray, Igor Nenadić, Dana Nguyen, Godfrey Pearlson, Fabrizio Piras, Edith Pomarol-Clotet, Giuseppe Pontillo, Stéphane Potvin, Adrian Preda, Yann Quidé, Amanda Rodrigue, Kelly Rootes-Murdy, Raymond Salvador, Kang Sim, Antonin Skoch, Gianfranco Spalletta, Filip Spaniel, Frederike Stein, Florian Thomas-Odenthal, Andràs Tikàsz, David Tomecek, Alexander Tomyshev, Mario Tranfa, Uyanga Tsogt, Jessica A. Turner, Theo G. M. van Erp, Neeltje E. M. van Haren, Jim van Os, Daniela Vecchio, Lei Wang, Adrian Wroblewski, Thomas Nickl-Jockschat
    Molecular Psychiatry, 2026
  • Cerebral cortical alterations in adolescent early-onset psychosis: a surface-based morphometry mega-analysis
    Stener Nerland, Claudia Barth, Kjetil Nordbø Jørgensen, Laura A. Wortinger, Josefina Castro-Fornieles, Covadonga M. Díaz-Caneja, Joost Janssen, Celso Arango, Gisela Sugranyes, Inmaculada Baeza, Fabrizio Piras, Nerisa Banaj, Federica Piras, Simone Elia, Daniela Vecchio, Mathias Lundberg, Hannes Bohman, Bjørn Rishovd Rund, Elena de la Serna, Adriana Fortea, Christian K. Tamnes, Lars T. Westlye, Runar E. Smelror, Dimitrios Andreou, Erik G. Jönsson, Matthew J. Kempton, Shuqing Si, Marinos Kyriakopoulos, Carrie E. Bearden, Kristen Laulette, Saül Pascual-Diaz, Anne-Kathrin J. Fett, Katherine H. Karlsgodt, Lydia Krabbendam, Peter Kochunov, Sophia I. Thomopoulos, Neda Jahanshad, Anthony James, Sophia Frangou, Anne M. Myhre, Nils Eiel Steen, Ole A. Andreassen, Paul M. Thompson, Ingrid Agartz
    Molecular Psychiatry, 2026
    Cortical brain morphology in early-onset psychosis (EOP; age of onset <19 years) is poorly understood, partly due to recruitment constraints linked to its low incidence. We pooled T1-weighted magnetic resonance imaging (MRI) data from 387 adolescents with EOP (mean age=16.1 ± 1.5; 49.6% female) and 338 healthy controls (CTR; mean age=15.8 ± 1.9, 54.4% female) from nine research sites worldwide. Using harmonized processing protocols, we extracted cortical brain metrics from 34 bilateral regions. Univariate regression analyses revealed widespread lower bilateral cortical thickness (left/right hemisphere: d = −0.36/−0.31), surface area (left/right: d = −0.42/−0.41), cortical volume (left/right: d = −0.58/−0.56), and Local Gyrification Index (LGI; left/right: d = −0.39/−0.52) in EOP relative to CTR. Diagnostic subgroup analyses showed broader and more pronounced case-control differences in early-onset schizophrenia for area, volume, and LGI. We found no associations with antipsychotic medication use, illness duration, age of onset, or positive symptoms. Negative symptoms were related to smaller left lingual volume (partial r = −0.21; p FDR = 0.014) and antidepressant users had smaller area ( d = −0.43; p FDR = 0.034) and volume ( d = −0.50; p FDR = 0.003) of the right rostral anterior cingulate compared to non-users. Cortical thickness alterations in EOP showed a similar pattern to those observed in prior studies on adults with schizophrenia (SCZ; r = 0.62) and bipolar disorders (BD; r = 0.61). However, surface area alterations were overall 1.5 times greater for EOP than adult SCZ and 4.6 times greater than adult BD. In the largest study of its kind, we observed a widespread pattern of cortical alterations in adolescents with psychotic disorders, highlighting the potential impact of aberrant neurodevelopment on cortical morphology in this clinical group.
  • Associations between contralesional neuroplasticity and motor impairment through deep learning-derived MRI regional brain age in chronic stroke (ENIGMA): a multicohort, retrospective, observational study
    Gilsoon Park, Mahir H Khan, Justin W Andrushko, Nerisa Banaj, Michael R Borich, Lara A Boyd, Amy Brodtmann, Truman R Brown, Cathrin M Buetefisch, Adriana B Conforto, Steven C Cramer, Michael Dimyan, Martin Domin, Miranda R Donnelly, Natalia Egorova-Brumley, Elsa R Ermer, Wuwei Feng, Fatemeh Geranmayeh, Colleen A Hanlon, Brenton Hordacre, Neda Jahanshad, Steven A Kautz, Mohamed Salah Khlif, Jingchun Liu, Martin Lotze, Bradley J MacIntosh, Feroze B Mohamed, Jan E Nordvik, Fabrizio Piras, Kate P Revill, Andrew D Robertson, Christian Schranz, Nicolas Schweighofer, Na Jin Seo, Surjo R Soekadar, Shraddha Srivastava, Bethany P Tavenner, Gregory T Thielman, Sophia I Thomopoulos, Daniela Vecchio, Emilio Werden, Lars T Westlye, Carolee J Winstein, George F Wittenberg, Jennifer K Ferris, Chunshui Yu, Paul M Thompson, Sook-Lei Liew, Hosung Kim
    Lancet Digital Health, 2026
    BACKGROUND: Stroke leads to complex chronic structural and functional brain changes that specifically affect motor outcomes. The brain predicted age difference (PAD) has emerged as a sensitive biomarker of both sensorimotor and cognitive function after stroke. Our previous study showed a higher global brain PAD associated with poorer motor function after stroke. However, the association between local stroke lesion load, regional brain age, and motor impairment is unclear. This study aimed to investigate the associations between focal lesion damage, regional brain PAD in both hemispheres, and motor outcomes in chronic stroke, and to identify key predictors of motor impairment. METHODS: In this multicohort, retrospective, observational study, we included individuals with chronic unilateral stroke (>180 days post stroke) from the ENIGMA Stroke Recovery Working Group dataset and used individuals from the UK Biobank cohort to train the regional brain age prediction model. Structural T1-weighted MRI scans were used to estimate regional brain PAD in 18 predefined functional subregions via a graph convolutional network algorithm. Lesion load for each region was calculated on the basis of lesion overlap. Linear mixed-effects models assessed associations between lesion size, local lesion load, and regional brain PAD. Machine learning classifiers predicted motor outcomes using lesion loads and regional brain PADs. Structural equation modelling examined directional relationships among corticospinal tract lesion load, ipsilesional brain PAD, motor outcomes, and contralesional brain PAD. FINDINGS: We included 501 individuals from the ENIGMA Stroke Recovery Working Group dataset (34 cohorts in eight countries) and 17 791 individuals from the UK Biobank dataset. Larger total lesion size was positively associated with higher ipsilesional regional brain PADs (older brain age) across most regions (β=0·5420 to 0·9458 across significantly correlated regions, false discovery rate [FDR]-corrected p<0·05), and with lower brain PAD in the contralesional ventral attention and language network region (β=-0·3747, 95% CI -0·6961 to -0·0534, FDR-corrected p<0·05). Higher local lesion loads showed similar patterns. Specifically, lesion load in the salience network significantly influenced regional brain PADs across both hemispheres. Machine learning models identified corticospinal tract lesion load (adjusted mean difference -0·0905, 95% CI -0·1221 to -0·0589, p<0·0001), salience network lesion load (-0·0632, -0·0906 to -0·0358, p<0·0001), and regional brain PAD in the contralesional frontoparietal network (0·9939, 0·4929 to 1·4950, p=0·0001) as the top three predictors of motor outcomes. Structural equation modelling revealed that higher corticospinal tract lesion load was associated with poorer motor outcomes (β=-0·355, 95% CI -0·446 to -0·267, p<0·0001), which were further linked to younger contralesional brain age (0·204, 0·111 to 0·295, p<0·0001), suggesting that severe motor impairment is linked to compensatory decreases in contralesional brain age. INTERPRETATION: Our findings reveal that larger stroke lesions are associated with accelerated ageing in the ipsilesional hemisphere and paradoxically decelerated brain ageing in the contralesional hemisphere, suggesting compensatory neural mechanisms. Assessing regional brain age might serve as a biomarker for neuroplasticity and inform targeted interventions to enhance motor recovery after stroke. FUNDING: US National Institutes of Health.
  • Regional Cerebellar Volumetrics in Obsessive-Compulsive Disorder: An ENIGMA-OCD Study
    Srinivas Balachander, Janardhanan C. Narayanaswamy, Venkataram Shivakumar, Yoshinari Abe, Pino Alonso, Lea L. Backhausen, Nerisa Banaj, Marcelo C. Batistuzzo, Francesco Benedetti, Irene Bollettini, Beatrice Bravi, Silvia Brem, Carolina Cappi, Ritu Bhusal Chhatkuli, Sunah Choi, Patrícia Coelho, Ana Daniela Costa, Sara Dallaspezia, Damiaan Denys, Juliana B. Diniz, Nadza Dzinalija, Goi Khia Eng, Jamie D. Feusner, Simone Fiedler, Minji Ha, Yoshiyuki Hirano, Marcelo Q. Hoexter, Hao Hu, Chaim Huijser, Jonathan Ipser, Neda Jahanshad, Jiseon Jang, Minah Kim, Kathrin Koch, Kohei Kurita, Jun Soo Kwon, Luisa Lazaro, Christine Lochner, Mafalda Machado-Sousa, Daniela Rodriguez Manrique, Hein van Marle, Ignacio Martínez-Zalacaín, David Mataix-Cols, Jose M. Menchón, Pedro Morgado, Laurens van de Mortel, Emma Muñoz-Moreno, Tomohiro Nakao, Erika Nurmi, Joseph O’Neill, Ana E. Ortiz, Olga Therese Ousdal, Saül Pascual-Diaz, Clelia Pellicano, Mary L. Phillips, John Piacentini, Maria Picó-Pérez, Fabrizio Piras, Federica Piras, Yuki Sakai, Roseli G. Shavitt, Eiji Shimizu, Carles Soriano-Mas, Emily R. Stern, Anders Lillevik Thorsen, Hirofumi Tomiyama, Daniela Vecchio, Dick J. Veltman, Nora C. Vetter, Chris Vriend, Susanne Walitza, Zhen Wang, Ysbrand D. van der Werf, Guido van Wingen, Qing Zhao, Sara Poletti, Elisa Melloni, Anouk van der Straten, Wieke van Leeuwen, Akiko Nakagawa, Naoko Kato, Tsubasa Sasaki, Euripedes C. Miguel, Renata M.F. Silva, Antonio C. Lopes, Taekwan Kim, Sanghoon Oh, Junhee Lee, Harin Oh, Bjarne Hansen, Astrid Morer, Rosa Calvo, Blanca Garcia-Delgar, Marta Subirà, Eva Real, Cinto Segalàs, Nuno Sousa, Afonso Fernandes, Pedro Moreira, Beatriz Couto, Takashi Nakamae, Anri Watanabe, Jin Narumoto, Kei Yamada, Jinsong Tang, Simone Elia, Federico Fiori Nastro, Nicole Beyer, Veit Roessner, Sophia Thomopoulos, Paul M. Thompson, Dan J. Stein, Odile A. van den Heuvel, Ganesan Venkatasubramanian, Y.C. Janardhan Reddy
    Biological Psychiatry Cognitive Neuroscience and Neuroimaging, 2026
  • Contribution of Cerebellar Glutamatergic and GABAergic Systems in Premotor and Early Stages of Parkinson’s Disease
    Clelia Pellicano, Daniela Vecchio, Federico Giove, Lucia Macchiusi, Marco Clemenzi, Claudia Marzi, Mariana Fernandes, Flavia Cirillo, Silvia Maio, Claudio Liguori, Fabrizio Piras, Federica Piras
    International Journal of Molecular Sciences, 2025
    Parkinson’s disease (PD) is a multisystem disorder, with early changes extending beyond basal ganglia circuitries and involving non-dopaminergic pathways, including cerebellar networks. Whether cerebellar dysfunction reflects a compensatory mechanism or an intrinsic hallmark of disease progression remains unresolved. In this cross-sectional study, we examined how cerebellar γ-aminobutyric acid (GABA) and glutamate/glutamine (Glx) systems, as well as their excitatory/inhibitory (E/I) balance, are modulated along the disease course. As to ascertain how these mechanisms contribute to motor and non-motor features in the premotor and early stages of PD, 18 individuals with isolated REM sleep behavior disorder (iRBD), 20 de novo, drug-naïve PD (dnPD), and 18 matched healthy controls underwent clinical, cognitive, and neuropsychiatric assessments alongside cerebellar magnetic resonance spectroscopy (MRS, MEGA-PRESS, 3T). While cerebellar neurotransmitter levels did not differ significantly across groups, dnPD patients exhibited a shift toward hyperexcitability in the E/I ratio, without correlation to clinical or cognitive measures. In contrast, in iRBD, an inverse relationship between heightened GABAergic activity and neuropsychiatric symptoms emerged. These findings suggest an early, dynamic cerebellar involvement, potentially reflecting compensatory modulation of altered basal ganglia output. Our results support cerebellar GABA MRS as a promising biomarker and open perspectives for targeting non-dopaminergic pathways in PD.
  • Thalamocortical Structural Covariation Networks Are Related to Familial Risk for Schizophrenia in the Context of Lower Nuclei Volume Estimates in Patients: An ENIGMA Study
    Annalisa Lella, Linda A. Antonucci, Roberta Passiatore, Loredana Bellantuono, Pierluigi Selvaggi, Teresa Popolizio, Guido Di Sciascio, Alessandro Saponaro, Patrizia Ricci, Mario Altamura, Giuseppe Blasi, Antonio Rampino, Chris Vriend, Vince D. Calhoun, Kelly Rootes-Murdy, Aaron L. Goldman, Inmaculada Baeza, Josefina Castro-Fornieles, Gisela Sugranyes, Elena De la Serna, Edith Pomarol-Clotet, Mar Fatjó-Vilas, Raymond Salvador, Andriana Karuk, Paola Fuentes-Claramonte, David C. Glahn, Amanda L. Rodrigue, John Blangero, Lei Wang, Taeyoung Lee, Karolin E. Einenkel, Saskia Hamers, Oliver Gruber, Adrian Preda, Young-Chul Chung, Soyolsaikhan Odkhuu, Corentin Vallée, Paola Dazzan, Machteld Marcelis, Stijn Michielse, Katharina Brosch, Frederike Stein, Igor Nenadić, Benjamin Straube, Florian Thomas-Odenthal, Tilo Kircher, Sean Carruthers, Susan L. Rossell, Phillip J. Sumner, Tamsyn E. Van Rheenen, Caroline Demro, Ian S. Ramsay, Scott R. Sponheim, Rebekka Lencer, Susanne Meinert, Tim Hahn, Udo Dannlowski, Dominik Grotegerd, Mariateresa Ciccarelli, Felice Iasevoli, Giuseppe Pontillo, Godfrey D. Pearlson, Derin Cobia, Fabrizio Piras, Nerisa Banaj, Daniela Vecchio, Marjolein E.A. Barendse, Neeltje E.M. van Haren, Hang Joon Jo, Kang Sim, Yann Quidé, Melissa J. Green, Rachael Slate, Giacomo Cecere, Wolfgang Omlor, Stephanie Homan, Philipp Homan, Sophia I. Thomopoulos, Anna Manzari, Antonello Bellomo, Jessica A. Turner, Theo G.M. van Erp, Paul M. Thompson, Alessandro Bertolino, Giulio Pergola
    Biological Psychiatry, 2025
  • Effectiveness of Omega-3 Fatty Acids Versus Placebo in Subjects at Ultra-High Risk for Psychosis: The PURPOSE Randomized Clinical Trial
    Inge Winter-van Rossum, Margot I E Slot, Hendrika H van Hell, Matthijs G Bossong, Gregor Berger, Harald Aschauer, Arija Maat, Susanne Walitza, Orly Lavan, Inmaculada Baeza, Montserrat Dolz, Elena Monducci, Paolo Fiori Nastro, Rune Andreas Kroken, Stephen M Lawrie, Covadonga Martinez Díaz-Caneja, Tobias Renner, Monika Schlögelhofer, Christian Scharinger, Gianfranco Spalletta, Nerisa Banaj, Soraya Otero, Maria Schipper, Dorieke Brink- Kwakkel, , Miriam Ayora, Jill Bjarke, Linn Marie Elise Aaberg, Egil Anders Haugen, Valentina Ciullo, Mauro Ferrara, Alessia Maffucci, Valeria Mammarella, Federica Piras, Daniela Vecchio, Margarita Miguel Corredera, Jana Gonzalez Gomez, Rosa Ayesa-Ariola, Joaquín Galvañ, Manuel Durán-Cutilla, Alan Apter, Liem Baldinger, Elena Müller, Annette Conzelmann, Gottfried Maria Barth, Fabian Probst, Elena de la Serna, Gisela Sugranyes, Adriana Fortea, Jordina Tor Fabra, Elena Aschauer, Kathrin Kollndorfer, Klara Györbiro, Rene S Kahn
    Schizophrenia Bulletin, 2025
    Background and Hypotheses In the past 2 decades, substantial effort has been put into research on therapeutic options for people at ultra-high risk (UHR) for developing a first episode of psychosis (FEP), focusing on omega-3 polyunsaturated fatty acids (PUFAs) in preventing transition to psychosis. Despite an initial positive finding, subsequent studies failed to find a beneficial effect. The current study aimed to further investigate the effect of omega-3 PUFAs in UHR, to determine whether this line of research is worth pursuing. Study Design A double-blind, randomized, placebo-controlled study testing the efficacy of 6-month treatment with omega-3 PUFAs in 135 subjects at UHR for FEP, aged 13 to 20 years on the prevention of a transition to psychosis, followed up for 18 months post-treatment. The trial was conducted at 16 general hospitals and psychiatric specialty centers located in 8 European countries and Israel. Study Results There was no beneficial effect of treatment with omega-3 PUFAs compared to placebo; the rate of transition over 2 years did not differ between treatment arms nor was there a difference in change in symptom severity after 6-month treatment. Dropout rates and serious adverse events were similar across the groups. Conclusions This is the third study that fails to replicate the original finding on the protective effect of omega-3 PUFAs in UHR subjects for transition to psychosis. The accumulating evidence therefore suggests that omega-3 PUFAs do not reduce transition rates to psychosis in those at increased risk at 2 years follow-up. Clinical Trials This trial is registered with ClinicalTrials.gov (NCT02597439; Study Details | Placebo-controlled Trial in Subjects at Ultra-high Risk for Psychosis With Omega-3 Fatty Acids in Europe | ClinicalTrials.gov).
  • Evaluating conversion from mild cognitive impairment to Alzheimer’s disease with structural MRI: a machine learning study
    Daniela Vecchio, Federica Piras, Federica Natalizi, Nerisa Banaj, Clelia Pellicano, Fabrizio Piras
    Brain Communications, 2025
    Alzheimer’s disease is a disabling neurodegenerative disorder for which no effective treatment currently exists. To predict the diagnosis of Alzheimer’s disease could be crucial for patients’ outcome, but current Alzheimer’s disease biomarkers are invasive, time consuming or expensive. Thus, developing MRI-based computational methods for Alzheimer’s disease early diagnosis would be essential to narrow down the phenotypic measures predictive of cognitive decline. Amnestic mild cognitive impairment (aMCI) is associated with higher risk for Alzheimer’s disease, and here, we aimed to identify MRI-based quantitative rules to predict aMCI to possible Alzheimer’s disease conversion, applying different machine learning algorithms sequentially. At baseline, T1-weighted brain images were collected for 104 aMCI patients and processed to obtain 146 volumetric measures of cerebral grey matter regions [regions of interest (ROIs)]. One year later, patients were classified as converters (aMCI-c = 32) or non-converters, i.e. clinically and neuropsychologically stable (aMCI-s = 72) based on cognitive performance. Feature selection was performed by random forest (RF), and the identified seven ROIs volumetric data were used to implement support vector machine (SVM) and decision tree (DT) classification algorithms. Both SVM and DT reached an average accuracy of 86% in identifying aMCI-c and aMCI-s. DT found a critical threshold volume of the right entorhinal cortex (EC-r) as the first feature for differentiating aMCI-c/aMCI-s. Almost all aMCI-c had an EC-r volume &amp;lt;1286 mm3, while more than half of the aMCI-s patients had a volume above the identified threshold for this structure. Other key regions for the classification between aMCI-c/aMCI-s were the left lateral occipital (LOC-l), the middle temporal gyrus and the temporal pole cortices. Our study reinforces previous evidence suggesting that the morphometry of the EC-r and LOC-l best predicts aMCI to Alzheimer’s disease conversion. Further investigations are needed prior to deeming our findings as a broadly applicable predictive framework. However, here, a first indication was derived for volumetric thresholds that, being easy to obtain, may assist in early identification of Alzheimer’s disease in clinical practice, thus contributing to establishing MRI as a useful non-invasive prognostic instrument for dementia onset.
  • Neuroimaging-based data-driven subtypes of spatiotemporal atrophy due to Parkinson's disease
    Zeena Shawa, Cameron Shand, Beatrice Taylor, Henk W Berendse, Chris Vriend, Tim D van Balkom, Odile A van den Heuvel, Ysbrand D van der Werf, Jiun-jie Wang, Chih-Chien Tsai, Jason Druzgal, Benjamin T Newman, Tracy R Melzer, Toni L Pitcher, John C Dalrymple-Alford, Tim J Anderson, Gaëtan Garraux, Mario Rango, Petra Schwingenschuh, Melanie Suette, Laura M Parkes, Sarah Al-Bachari, Johannes Klein, Michele T M Hu, Corey T McMillan, Fabrizio Piras, Daniela Vecchio, Clelia Pellicano, Chengcheng Zhang, Kathleen L Poston, Elnaz Ghasemi, Fernando Cendes, Clarissa L Yasuda, Duygu Tosun, Philip Mosley, Paul M Thompson, Neda Jahanshad, Conor Owens-Walton, Emile d’Angremont, Eva M van Heese, Max A Laansma, Andre Altmann, , Max A Laansma, Joanna K Bright, Sarah Al-Bachari, Tim J Anderson, Tyler Ard, Francesca Assogna, Katherine A Baquero, Henk W Berendse, Benajmin Newman, Fernando Cendes, John C Dalrymple-Alford, Rob M A de Bie, Ines Debove, Michiel F Dirkx, Jason Druzgal, Hedley C A Emsley, Gäetan Garraux, Rachel P Guimarães, Boris A Gutman, Rick C Helmich, Johannes C Klein, Clare E Mackay, Corey T McMillan, Tracy R Melzer, Laura M Parkes, Fabrizio Piras, Toni L Pitcher, Kathleen L Poston, Mario Rango, Letícia F Ribeiro, Cristiane S Rocha, Christian Rummel, Lucas S R Santos, Reinhold Schmidt, Petra Schwingenschuh, Gianfranco Spalletta, Letizia Squarcina, Odile A van den Heuvel, Chris Vriend, Jiun-Jie Wang, Daniel Weintraub, Roland Wiest, Clarissa L Yasuda, Neda Jahanshad, Paul M Thompson, Ysbrand D van der Werf, Rimona S Weil, Neil P Oxtoby
    Brain Communications, 2025
    Parkinson’s disease is the second most common neurodegenerative disease. Despite this, there are no robust biomarkers to predict progression, and understanding of disease mechanisms is limited. We used the Subtype and Stage Inference algorithm to characterize Parkinson’s disease heterogeneity in terms of spatiotemporal subtypes of macroscopic atrophy detectable on T1-weighted MRI—a successful approach used in other neurodegenerative diseases. We trained the model on covariate-adjusted cortical thicknesses and subcortical volumes from the largest known T1-weighted MRI dataset in Parkinson’s disease, Enhancing Neuroimaging through Meta-Analysis consortium Parkinson’s Disease dataset (n = 1100 cases). We tested the model by analyzing clinical progression over up to 9 years in openly-available data from people with Parkinson’s disease from the Parkinson’s Progression Markers Initiative (n = 584 cases). Under cross-validation, our analysis supported three spatiotemporal atrophy subtypes, named for the location of the earliest affected regions as: ‘Subcortical’ (n = 359, 33%), ‘Limbic’ (n = 237, 22%) and ‘Cortical’ (n = 187, 17%). A fourth subgroup having sub-threshold/no atrophy was named ‘Sub-threshold atrophy’ (n = 317, 29%). Statistical differences in clinical scores existed between the no-atrophy subgroup and the atrophy subtypes, but not among the atrophy subtypes. This suggests that the prime T1-weighted MRI delineator of clinical differences in Parkinson’s disease is atrophy severity, rather than atrophy location. Future work on unravelling the biological and clinical heterogeneity of Parkinson’s disease should leverage more sensitive neuroimaging modalities and multimodal data.
  • A worldwide study of subcortical shape as a marker for clinical staging in Parkinson’s disease
    Max A. Laansma, Yuji Zhao, Eva M. van Heese, Joanna K. Bright, Conor Owens-Walton, Sarah Al-Bachari, Tim J. Anderson, Francesca Assogna, Tim D. van Balkom, Henk W. Berendse, Fernando Cendes, John C. Dalrymple-Alford, Ines Debove, Michiel F. Dirkx, Jason Druzgal, Hedley C. A. Emsley, Jean-Paul Fouche, Gaëtan Garraux, Rachel P. Guimarães, Rick C. Helmich, Michele Hu, Odile A. van den Heuvel, Dmitry Isaev, Ho-Bin Kim, Johannes C. Klein, Christine Lochner, Corey T. McMillan, Tracy R. Melzer, Benjamin Newman, Laura M. Parkes, Clelia Pellicano, Fabrizio Piras, Toni L. Pitcher, Kathleen L. Poston, Mario Rango, Leticia F. Ribeiro, Cristiane S. Rocha, Christian Rummel, Lucas S. R. Santos, Reinhold Schmidt, Petra Schwingenschuh, Letizia Squarcina, Dan J. Stein, Daniela Vecchio, Chris Vriend, Jiunjie Wang, Daniel Weintraub, Roland Wiest, Clarissa L. Yasuda, Neda Jahanshad, Paul M. Thompson, Ysbrand D. van der Werf, Boris A. Gutman
    Npj Parkinson S Disease, 2024
  • A worldwide study of white matter microstructural alterations in people living with Parkinson’s disease
    Conor Owens-Walton, Talia M. Nir, Sarah Al-Bachari, Sonia Ambrogi, Tim J. Anderson, Ítalo Karmann Aventurato, Fernando Cendes, Yao-Liang Chen, Valentina Ciullo, Phil Cook, John C. Dalrymple-Alford, Michiel F. Dirkx, Jason Druzgal, Hedley C. A. Emsley, Rachel Guimarães, Hamied A. Haroon, Rick C. Helmich, Michele T. Hu, Martin E. Johansson, Ho Bin Kim, Johannes C. Klein, Max Laansma, Katherine E. Lawrence, Christine Lochner, Clare Mackay, Corey T. McMillan, Tracy R. Melzer, Leila Nabulsi, Ben Newman, Peter Opriessnig, Laura M. Parkes, Clelia Pellicano, Fabrizio Piras, Federica Piras, Lukas Pirpamer, Toni L. Pitcher, Kathleen L. Poston, Annerine Roos, Lucas Scárdua Silva, Reinhold Schmidt, Petra Schwingenschuh, Marian Shahid-Besanti, Gianfranco Spalletta, Dan J. Stein, Sophia I. Thomopoulos, Duygu Tosun, Chih-Chien Tsai, Odile A. van den Heuvel, Eva van Heese, Daniela Vecchio, Julio E. Villalón-Reina, Chris Vriend, Jiun-Jie Wang, Yih-Ru Wu, Clarissa Lin Yasuda, Paul M. Thompson, Neda Jahanshad, Ysbrand van der Werf
    Npj Parkinson S Disease, 2024
  • Neurostructural subgroup in 4291 individuals with schizophrenia identified using the subtype and stage inference algorithm
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    Proceedings of the National Academy of Sciences of the United States of America, 2023
  • In vivo white matter microstructure in adolescents with early-onset psychosis: a multi-site mega-analysis
    Claudia Barth, Sinead Kelly, Stener Nerland, Neda Jahanshad, Clara Alloza, Sonia Ambrogi, Ole A. Andreassen, Dimitrios Andreou, Celso Arango, Inmaculada Baeza, Nerisa Banaj, Carrie E. Bearden, Michael Berk, Hannes Bohman, Josefina Castro-Fornieles, Yann Chye, Benedicto Crespo-Facorro, Elena de la Serna, Covadonga M. Díaz-Caneja, Tiril P. Gurholt, Catherine E. Hegarty, Anthony James, Joost Janssen, Cecilie Johannessen, Erik G. Jönsson, Katherine H. Karlsgodt, Peter Kochunov, Noemi G. Lois, Mathias Lundberg, Anne M. Myhre, Saül Pascual-Diaz, Fabrizio Piras, Runar E. Smelror, Gianfranco Spalletta, Therese S. Stokkan, Gisela Sugranyes, Chao Suo, Sophia I. Thomopoulos, Diana Tordesillas-Gutiérrez, Daniela Vecchio, Kirsten Wedervang-Resell, Laura A. Wortinger, Paul M. Thompson, Ingrid Agartz
    Molecular Psychiatry, 2023
  • Brain ageing in schizophrenia: evidence from 26 international cohorts via the ENIGMA Schizophrenia consortium
    Constantinos Constantinides, Laura K. M. Han, Clara Alloza, Linda Antonella Antonucci, Celso Arango, Rosa Ayesa-Arriola, Nerisa Banaj, Alessandro Bertolino, Stefan Borgwardt, Jason Bruggemann, Juan Bustillo, Oleg Bykhovski, Vince Calhoun, Vaughan Carr, Stanley Catts, Young-Chul Chung, Benedicto Crespo-Facorro, Covadonga M. Díaz-Caneja, Gary Donohoe, Stefan Du Plessis, Jesse Edmond, Stefan Ehrlich, Robin Emsley, Lisa T. Eyler, Paola Fuentes-Claramonte, Foivos Georgiadis, Melissa Green, Amalia Guerrero-Pedraza, Minji Ha, Tim Hahn, Frans A. Henskens, Laurena Holleran, Stephanie Homan, Philipp Homan, Neda Jahanshad, Joost Janssen, Ellen Ji, Stefan Kaiser, Vasily Kaleda, Minah Kim, Woo-Sung Kim, Matthias Kirschner, Peter Kochunov, Yoo Bin Kwak, Jun Soo Kwon, Irina Lebedeva, Jingyu Liu, Patricia Mitchie, Stijn Michielse, David Mothersill, Bryan Mowry, Víctor Ortiz-García de la Foz, Christos Pantelis, Giulio Pergola, Fabrizio Piras, Edith Pomarol-Clotet, Adrian Preda, Yann Quidé, Paul E. Rasser, Kelly Rootes-Murdy, Raymond Salvador, Marina Sangiuliano, Salvador Sarró, Ulrich Schall, André Schmidt, Rodney J. Scott, Pierluigi Selvaggi, Kang Sim, Antonin Skoch, Gianfranco Spalletta, Filip Spaniel, Sophia I. Thomopoulos, David Tomecek, Alexander S. Tomyshev, Diana Tordesillas-Gutiérrez, Therese van Amelsvoort, Javier Vázquez-Bourgon, Daniela Vecchio, Aristotle Voineskos, Cynthia S. Weickert, Thomas Weickert, Paul M. Thompson, Lianne Schmaal, Theo G. M. van Erp, Jessica Turner, James H. Cole, Rosa Ayesa-Arriola, Stefan Du Plessis, Yoo Bin Kwak, Víctor Ortiz-García de la Foz, Therese van Amelsvoort, Theo G. M. van Erp, Danai Dima, Esther Walton, and
    Molecular Psychiatry, 2023
  • Concurrent Validity and Reliability of Suicide Risk Assessment Instruments: A Meta-Analysis of 20 Instruments Across 27 International Cohorts
    Adrian I. Campos, Laura S. Van Velzen, Dick J. Veltman, Elena Pozzi, Sonia Ambrogi, Elizabeth D. Ballard, Nerisa Banaj, Zeynep Başgöze, Sophie Bellow, Francesco Benedetti, Irene Bollettini, Katharina Brosch, Erick J. Canales-Rodríguez, Emily K. Clarke-Rubright, Lejla Colic, Colm G. Connolly, Philippe Courtet, Kathryn R. Cullen, Udo Dannlowski, Maria R. Dauvermann, Christopher G. Davey, Jeremy Deverdun, Katharina Dohm, Tracy Erwin-Grabner, Roberto Goya-Maldonado, Negar Fani, Lydia Fortea, Paola Fuentes-Claramonte, Ali Saffet Gonul, Ian H. Gotlib, Dominik Grotegerd, Mathew A. Harris, Ben J. Harrison, Courtney C. Haswell, Emma L. Hawkins, Dawson Hill, Yoshiyuki Hirano, Tiffany C. Ho, Fabrice Jollant, Tanja Jovanovic, Tilo Kircher, Bonnie Klimes-Dougan, Emmanuelle le Bars, Christine Lochner, Andrew M. McIntosh, Susanne Meinert, Yara Mekawi, Elisa Melloni, Philip Mitchell, Rajendra A. Morey, Akiko Nakagawa, Igor Nenadić, Emilie Olié, Fabricio Pereira, Rachel D. Phillips, Fabrizio Piras, Sara Poletti, Edith Pomarol-Clotet, Joaquim Radua, Kerry J. Ressler, Gloria Roberts, Elena Rodriguez-Cano, Matthew D. Sacchet, Raymond Salvador, Anca-Larisa Sandu, Eiji Shimizu, Aditya Singh, Gianfranco Spalletta, J. Douglas Steele, Dan J. Stein, Frederike Stein, Jennifer S. Stevens, Giana I. Teresi, Aslihan Uyar-Demir, Nic J. van der Wee, Steven J. van der Werff, Sanne J. H. van Rooij, Daniela Vecchio, Norma Verdolini, Eduard Vieta, Gordon D. Waiter, Heather Whalley, Sarah L. Whittle, Tony T. Yang, Carlos A. Zarate, Paul M. Thompson, Neda Jahanshad, Anne-Laura van Harmelen, Hilary P. Blumberg, Lianne Schmaal, Miguel E. Rentería
    Neuropsychology, 2023
  • The thalamus and its subnuclei—a gateway to obsessive-compulsive disorder
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    Translational Psychiatry, 2022
  • Internal clock variability, mood swings and working memory in bipolar disorder
    V. Ciullo, F. Piras, N. Banaj, D. Vecchio, F. Piras, G. Sani, G. Ducci, G. Spalletta
    Journal of Affective Disorders, 2022
  • Preoperative Navigated Transcranial Magnetic Stimulation: New Insight for Brain Tumor-Related Language Mapping
    Federica Natalizi, Federica Piras, Daniela Vecchio, Gianfranco Spalletta, Fabrizio Piras
    Journal of Personalized Medicine, 2022
  • Chronic Stroke Sensorimotor Impairment Is Related to Smaller Hippocampal Volumes: An ENIGMA Analysis
    Artemis Zavaliangos‐Petropulu, Bethany Lo, Miranda R. Donnelly, Nicolas Schweighofer, Keith Lohse, Neda Jahanshad, Giuseppe Barisano, Nerisa Banaj, Michael R. Borich, Lara A. Boyd, Cathrin M. Buetefisch, Winston D. Byblow, Jessica M. Cassidy, Charalambos C. Charalambous, Adriana B. Conforto, Julie A. DiCarlo, Adrienne N. Dula, Natalia Egorova‐Brumley, Mark R. Etherton, Wuwei Feng, Kelene A. Fercho, Fatemeh Geranmayeh, Colleen A. Hanlon, Kathryn S. Hayward, Brenton Hordacre, Steven A. Kautz, Mohamed Salah Khlif, Hosung Kim, Amy Kuceyeski, David J. Lin, Jingchun Liu, Martin Lotze, Bradley J. MacIntosh, John L. Margetis, Feroze B. Mohamed, Fabrizio Piras, Ander Ramos‐Murguialday, Kate P. Revill, Pamela S. Roberts, Andrew D. Robertson, Heidi M. Schambra, Na Jin Seo, Mark S. Shiroishi, Cathy M. Stinear, Surjo R. Soekadar, Gianfranco Spalletta, Myriam Taga, Wai Kwong Tang, Gregory T. Thielman, Daniela Vecchio, Nick S. Ward, Lars T. Westlye, Emilio Werden, Carolee Winstein, George F. Wittenberg, Steven L. Wolf, Kristin A. Wong, Chunshui Yu, Amy Brodtmann, Steven C. Cramer, Paul M. Thompson, Sook‐Lei Liew
    Journal of the American Heart Association, 2022
  • The ENIGMA Stroke Recovery Working Group: Big data neuroimaging to study brain–behavior relationships after stroke
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    Human Brain Mapping, 2022
  • Macro- and micro-structural cerebellar and cortical characteristics of cognitive empathy towards fictional characters in healthy individuals
    Eleonora Picerni, Daniela Laricchiuta, Fabrizio Piras, Daniela Vecchio, Laura Petrosini, Debora Cutuli, Gianfranco Spalletta
    Scientific Reports, 2021
  • Transcranial Direct Current Stimulation and Cognition in Neuropsychiatric Disorders: Systematic Review of the Evidence and Future Directions
    Valentina Ciullo, Gianfranco Spalletta, Carlo Caltagirone, Nerisa Banaj, Daniela Vecchio, Fabrizio Piras, Federica Piras
    Neuroscientist, 2021
  • White matter microstructure and its relation to clinical features of obsessive–compulsive disorder: findings from the ENIGMA OCD Working Group
    Fabrizio Piras, , Federica Piras, Yoshinari Abe, Sri Mahavir Agarwal, Alan Anticevic, Stephanie Ameis, Paul Arnold, Nerisa Banaj, Núria Bargalló, Marcelo C. Batistuzzo, Francesco Benedetti, Jan-Carl Beucke, Premika S. W. Boedhoe, Irene Bollettini, Silvia Brem, Anna Calvo, Kang Ik Kevin Cho, Valentina Ciullo, Sara Dallaspezia, Erin Dickie, Benjamin Adam Ely, Siyan Fan, Jean-Paul Fouche, Patricia Gruner, Deniz A. Gürsel, Tobias Hauser, Yoshiyuki Hirano, Marcelo Q. Hoexter, Mariangela Iorio, Anthony James, Y. C. Janardhan Reddy, Christian Kaufmann, Kathrin Koch, Peter Kochunov, Jun Soo Kwon, Luisa Lazaro, Christine Lochner, Rachel Marsh, Akiko Nakagawa, Takashi Nakamae, Janardhanan C. Narayanaswamy, Yuki Sakai, Eiji Shimizu, Daniela Simon, Helen Blair Simpson, Noam Soreni, Philipp Stämpfli, Emily R. Stern, Philip Szeszko, Jumpei Takahashi, Ganesan Venkatasubramanian, Zhen Wang, Je-Yeon Yun, Dan J. Stein, Neda Jahanshad, Paul M. Thompson, Odile A. van den Heuvel, Gianfranco Spalletta
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  • Corpus callosum morphology in major mental disorders: A magnetic resonance imaging study
    Fabrizio Piras, Daniela Vecchio, Florian Kurth, Federica Piras, Nerisa Banaj, Valentina Ciullo, Eileen Luders, Gianfranco Spalletta
    Brain Communications, 2021
  • Cerebellar gaba levels and cognitive interference in parkinson’s disease and healthy comparators
    Federica Piras, Daniela Vecchio, Francesca Assogna, Clelia Pellicano, Valentina Ciullo, Nerisa Banaj, Richard A. E. Edden, Francesco E. Pontieri, Fabrizio Piras, Gianfranco Spalletta
    Journal of Personalized Medicine, 2021
  • Smaller spared subcortical nuclei are associated with worse post-stroke sensorimotor outcomes in 28 cohorts worldwide
    Sook-Lei Liew, Artemis Zavaliangos-Petropulu, Nicolas Schweighofer, Neda Jahanshad, Catherine E Lang, Keith R Lohse, Nerisa Banaj, Giuseppe Barisano, Lee A Baugh, Anup K Bhattacharya, Bavrina Bigjahan, Michael R Borich, Lara A Boyd, Amy Brodtmann, Cathrin M Buetefisch, Winston D Byblow, Jessica M Cassidy, Charalambos C Charalambous, Valentina Ciullo, Adriana B Conforto, Richard C Craddock, Adrienne N Dula, Natalia Egorova, Wuwei Feng, Kelene A Fercho, Chris M Gregory, Colleen A Hanlon, Kathryn S Hayward, Jess A Holguin, Brenton Hordacre, Darryl H Hwang, Steven A Kautz, Mohamed Salah Khlif, Bokkyu Kim, Hosung Kim, Amy Kuceyeski, Bethany Lo, Jingchun Liu, David Lin, Martin Lotze, Bradley J MacIntosh, John L Margetis, Feroze B Mohamed, Jan Egil Nordvik, Matthew A Petoe, Fabrizio Piras, Sharmila Raju, Ander Ramos-Murguialday, Kate P Revill, Pamela Roberts, Andrew D Robertson, Heidi M Schambra, Na Jin Seo, Mark S Shiroishi, Surjo R Soekadar, Gianfranco Spalletta, Cathy M Stinear, Anisha Suri, Wai Kwong Tang, Gregory T Thielman, Vincent N Thijs, Daniela Vecchio, Nick S Ward, Lars T Westlye, Carolee J Winstein, George F Wittenberg, Kristin A Wong, Chunshui Yu, Steven L Wolf, Steven C Cramer, Paul M Thompson, Nerisa Banaj, Giuseppe Barisano, Lee Baugh, Adrià Bermudo Gallaguet, Anup Bhattacharya, Bavrina Bigjahan, Michael Borich, Lara Boyd, Amy Brodtmann, Truman Brown, Cathrin Buetefisch, Winston Byblow, Jessica Cassidy, Charalambos Charalambous, Valentina Ciullo, Alison Cloutier, James Cole, Adriana Conforto, Richard Craddock, Steven Cramer, Rosalia Dacosta Aguayo, Julie DiCarlo, Michael Dimyan, Martin Domin, Miranda Donnellly, Adrienne Dula, Matthew Edwardson, Natalia Egorova, Elsa Ermer, Mark Etherton, Wuwei Feng, Kelene Fercho, Jennifer Ferris, Fatemeh Geranmayeh, Chris Gregory, Shahram Hadidchi, Colleen Hanlon, Leticia Hayes, Kathryn Hayward, Jess Holguin, Brenton Hordacre, Darryl Hwang, Neda Jahanshad, Keith Jamison, Julia Juliano, Steven Kautz, Mohamed Salah Khlif, Bokkyu Kim, Hosung Kim, Amy Kuceyeski, Catherine Lang, Jenny Lee, Sook-Lei Liew, David Lin, Jingchun Liu, Bethany Lo, Keith Lohse, Martin Lotze, Bradley MacIntosh, John Margetis, Daniel Margulies, Maria Mataro, Keith McGregor, Feroze Mohamed, Jan Nordvik, Emily Olafson, Alexandre Perera-LLuna, Matthew Petoe, Aaron Phillips, Fabrizio Piras, Sharmila Raju, Ander Ramos-Murguialday, Kate Revill, Pamela Roberts, Andrew Robertson, Jane Rondina, Natalia Rost, Nerses Sanossian, Heidi Schambra, Christian Schranz, Nicolas Schweighofer, Na Jin Seo, Farshid Sepehrband, Mark Shiroishi, Julia Simon, Surjo Soekadar, Gianfranco Spalletta, Shraddha Srivastava, Jill Stewart, Cathy Stinear, Anisha Suri, Myriam Taga, Wai Kwong Tang, Gregory Thielman, Vincent Thijs, Sophia Thomopoulos, Paul Thompson, Daniela Vecchio, Steven Warach, Nick Ward, Emilio Werden, Lars Westlye, Roland Wiest, Carolee Winstein, George Wittenberg, Steven Wolf, Kristin Wong, Chunshui Yu, Artemis Zavaliangos-Petropulu, and
    Brain Communications, 2021
  • Virtual Histology of Cortical Thickness and Shared Neurobiology in 6 Psychiatric Disorders
    , Yash Patel, Nadine Parker, Jean Shin, Derek Howard, Leon French, Sophia I. Thomopoulos, Elena Pozzi, Yoshinari Abe, Christoph Abé, Alan Anticevic, Martin Alda, Andre Aleman, Clara Alloza, Silvia Alonso-Lana, Stephanie H. Ameis, Evdokia Anagnostou, Andrew A. McIntosh, Celso Arango, Paul D. Arnold, Philip Asherson, Francesca Assogna, Guillaume Auzias, Rosa Ayesa-Arriola, Geor Bakker, Nerisa Banaj, Tobias Banaschewski, Cibele E. Bandeira, Alexandr Baranov, Núria Bargalló, Claiton H. D. Bau, Sarah Baumeister, Bernhard T. Baune, Mark A. Bellgrove, Francesco Benedetti, Alessandro Bertolino, Premika S. W. Boedhoe, Marco Boks, Irene Bollettini, Caterina del Mar Bonnin, Tiana Borgers, Stefan Borgwardt, Daniel Brandeis, Brian P. Brennan, Jason M. Bruggemann, Robin Bülow, Geraldo F. Busatto, Sara Calderoni, Vince D. Calhoun, Rosa Calvo, Erick J. Canales-Rodríguez, Dara M. Cannon, Vaughan J. Carr, Nicola Cascella, Mara Cercignani, Tiffany M. Chaim-Avancini, Anastasia Christakou, David Coghill, Annette Conzelmann, Benedicto Crespo-Facorro, Ana I. Cubillo, Kathryn R. Cullen, Renata B. Cupertino, Eileen Daly, Udo Dannlowski, Christopher G. Davey, Damiaan Denys, Christine Deruelle, Annabella Di Giorgio, Erin W. Dickie, Danai Dima, Katharina Dohm, Stefan Ehrlich, Benjamin A. Ely, Tracy Erwin-Grabner, Thomas Ethofer, Damien A. Fair, Andreas J. Fallgatter, Stephen V. Faraone, Mar Fatjó-Vilas, Jennifer M. Fedor, Kate D. Fitzgerald, Judith M. Ford, Thomas Frodl, Cynthia H. Y. Fu, Janice M. Fullerton, Matt C. Gabel, David C. Glahn, Gloria Roberts, Tinatin Gogberashvili, Jose M. Goikolea, Ian H. Gotlib, Roberto Goya-Maldonado, Hans J. Grabe, Melissa J. Green, Eugenio H. Grevet, Nynke A. Groenewold, Dominik Grotegerd, Oliver Gruber, Patricia Gruner, Amalia Guerrero-Pedraza, Raquel E. Gur, Ruben C. Gur, Shlomi Haar, Bartholomeus C. M. Haarman, Jan Haavik, Tim Hahn, Tomas Hajek, Benjamin J. Harrison, Neil A. Harrison, Catharina A. Hartman, Heather C. Whalley, Dirk J. Heslenfeld, Derrek P. Hibar, Eva Hilland, Yoshiyuki Hirano, Tiffany C. Ho, Pieter J. Hoekstra, Liesbeth Hoekstra, Sarah Hohmann, L. E. Hong, Cyril Höschl, Marie F. Høvik, Fleur M. Howells, Igor Nenadic, Maria Jalbrzikowski, Anthony C. James, Joost Janssen, Fern Jaspers-Fayer, Jian Xu, Rune Jonassen, Georgii Karkashadze, Joseph A. King, Tilo Kircher, Matthias Kirschner, Kathrin Koch, Peter Kochunov, Gregor Kohls, Kerstin Konrad, Bernd Krämer, Axel Krug, Jonna Kuntsi, Jun Soo Kwon, Mikael Landén, Nils I. Landrø, Luisa Lazaro, Irina S. Lebedeva, Elisabeth J. Leehr, Sara Lera-Miguel, Klaus-Peter Lesch, Christine Lochner, Mario R. Louza, Beatriz Luna, Astri J. Lundervold, Frank P. MacMaster, Luigi A. Maglanoc, Charles B. Malpas, Maria J. Portella, Rachel Marsh, Fiona M. Martyn, David Mataix-Cols, Daniel H. Mathalon, Hazel McCarthy, Colm McDonald, Genevieve McPhilemy, Susanne Meinert, José M. Menchón, Luciano Minuzzi, Philip B. Mitchell, Carmen Moreno, Pedro Morgado, Filippo Muratori, Clodagh M. Murphy, Declan Murphy, Benson Mwangi, Leila Nabulsi, Akiko Nakagawa, Takashi Nakamae, Leyla Namazova, Janardhanan Narayanaswamy, Neda Jahanshad, Danai D. Nguyen, Rosa Nicolau, Ruth L. O'Gorman Tuura, Kirsten O'Hearn, Jaap Oosterlaan, Nils Opel, Roel A. Ophoff, Bob Oranje, Victor Ortiz García de la Foz, Bronwyn J. Overs, Yannis Paloyelis, Christos Pantelis, Mara Parellada, Paul Pauli, Maria Picó-Pérez, Felipe A. Picon, Fabrizio Piras, Federica Piras, Kerstin J. Plessen, Edith Pomarol-Clotet, Adrian Preda, Olga Puig, Yann Quidé, Joaquim Radua, J. Antoni Ramos-Quiroga, Paul E. Rasser, Lisa Rauer, Janardhan Reddy, Ronny Redlich, Andreas Reif, Liesbeth Reneman, Jonathan Repple, Alessandra Retico, Vanesa Richarte, Anja Richter, Pedro G. P. Rosa, Katya K. Rubia, Ryota Hashimoto, Matthew D. Sacchet, Raymond Salvador, Javier Santonja, Kelvin Sarink, Salvador Sarró, Theodore D. Satterthwaite, Akira Sawa, Ulrich Schall, Peter R. Schofield, Anouk Schrantee, Jochen Seitz, Mauricio H. Serpa, Esther Setién-Suero, Philip Shaw, Devon Shook, Tim J. Silk, Kang Sim, Schmitt Simon, Helen Blair Simpson, Aditya Singh, Antonin Skoch, Norbert Skokauskas, Jair C. Soares, Noam Soreni, Carles Soriano-Mas, Gianfranco Spalletta, Filip Spaniel, Stephen M. Lawrie, Emily R. Stern, S. Evelyn Stewart, Yoichiro Takayanagi, Henk S. Temmingh, David F. Tolin, David Tomecek, Diana Tordesillas-Gutiérrez, Michela Tosetti, Anne Uhlmann, Therese van Amelsvoort, Nic J. A. van der Wee, Steven J. A. van der Werff, Neeltje E. M. van Haren, Guido A. van Wingen, Alasdair Vance, Javier Vázquez-Bourgon, Daniela Vecchio, Ganesan Venkatasubramanian, Eduard Vieta, Oscar Vilarroya, Yolanda Vives-Gilabert, Aristotle N. Voineskos, Henry Völzke, Georg G. von Polier, Esther Walton, Thomas W. Weickert, Cynthia Shannon Weickert, Andrea S. Weideman, Katharina Wittfeld, Daniel H. Wolf, Mon-Ju Wu, T. T. Yang, Kun Yang, Yuliya Yoncheva, Je-Yeon Yun, Yuqi Cheng, Marcus V. Zanetti, Georg C. Ziegler, Barbara Franke, Martine Hoogman, Jan K. Buitelaar, Daan van Rooij, Ole A. Andreassen, Christopher R. K. Ching, Dick J. Veltman, Lianne Schmaal, Dan J. Stein, Odile A. van den Heuvel, Jessica A. Turner, Theo G. M. van Erp, Zdenka Pausova, Paul M. Thompson, Tomáš Paus, , , , , and
    JAMA Psychiatry, 2021
  • Subclinical cognitive and neuropsychiatric correlates and hippocampal volume features of brain white matter hyperintensity in healthy people
    Gianfranco Spalletta, Mariangela Iorio, Daniela Vecchio, Federica Piras, Valentina Ciullo, Nerisa Banaj, Stefano L. Sensi, Walter Gianni, Francesca Assogna, Carlo Caltagirone, Fabrizio Piras
    Journal of Personalized Medicine, 2020
  • Structural neuroimaging biomarkers for obsessive-compulsive disorder in the ENIGMA-OCD consortium: medication matters
    Willem B. Bruin, , Luke Taylor, Rajat M. Thomas, Jonathan P. Shock, Paul Zhutovsky, Yoshinari Abe, Pino Alonso, Stephanie H. Ameis, Alan Anticevic, Paul D. Arnold, Francesca Assogna, Francesco Benedetti, Jan C. Beucke, Premika S. W. Boedhoe, Irene Bollettini, Anushree Bose, Silvia Brem, Brian P. Brennan, Jan K. Buitelaar, Rosa Calvo, Yuqi Cheng, Kang Ik K. Cho, Sara Dallaspezia, Damiaan Denys, Benjamin A. Ely, Jamie D. Feusner, Kate D. Fitzgerald, Jean-Paul Fouche, Egill A. Fridgeirsson, Patricia Gruner, Deniz A. Gürsel, Tobias U. Hauser, Yoshiyuki Hirano, Marcelo Q. Hoexter, Hao Hu, Chaim Huyser, Iliyan Ivanov, Anthony James, Fern Jaspers-Fayer, Norbert Kathmann, Christian Kaufmann, Kathrin Koch, Masaru Kuno, Gerd Kvale, Jun Soo Kwon, Yanni Liu, Christine Lochner, Luisa Lázaro, Paulo Marques, Rachel Marsh, Ignacio Martínez-Zalacaín, David Mataix-Cols, José M. Menchón, Luciano Minuzzi, Pedro S. Moreira, Astrid Morer, Pedro Morgado, Akiko Nakagawa, Takashi Nakamae, Tomohiro Nakao, Janardhanan C. Narayanaswamy, Erika L. Nurmi, Joseph O’Neill, Jose C. Pariente, Chris Perriello, John Piacentini, Fabrizio Piras, Federica Piras, Y. C. Janardhan Reddy, Oana G. Rus-Oswald, Yuki Sakai, João R. Sato, Lianne Schmaal, Eiji Shimizu, H. Blair Simpson, Noam Soreni, Carles Soriano-Mas, Gianfranco Spalletta, Emily R. Stern, Michael C. Stevens, S. Evelyn Stewart, Philip R. Szeszko, David F. Tolin, Ganesan Venkatasubramanian, Zhen Wang, Je-Yeon Yun, Daan van Rooij, Paul M. Thompson, Odile A. van den Heuvel, Dan J. Stein, Guido A. van Wingen
    Translational Psychiatry, 2020
  • Sense of external agency is sustained by multisensory functional integration in the somatosensory cortex
    Federica Piras, Daniela Vecchio, Valentina Ciullo, Tommaso Gili, Nerisa Banaj, Fabrizio Piras, Gianfranco Spalletta
    Human Brain Mapping, 2020
  • An overlapping pattern of cerebral cortical thinning is associated with both positive symptoms and aggression in schizophrenia via the ENIGMA consortium
    Ting Yat Wong, Joaquim Radua, Edith Pomarol-Clotet, Raymond Salvador, Anton Albajes-Eizagirre, Aleix Solanes, Erick J. Canales-Rodriguez, Amalia Guerrero-Pedraza, Salvador Sarro, Tilo Kircher, Igor Nenadic, Axel Krug, Dominik Grotegerd, Udo Dannlowski, Stefan Borgwardt, Anita Riecher-Rössler, Andre Schmidt, Christina Andreou, Christian G. Huber, Jessica Turner, Vince Calhoun, Wenhao Jiang, Sarah Clark, Esther Walton, Gianfranco Spalletta, Nerisa Banaj, Fabrizio Piras, Valentina Ciullo, Daniela Vecchio, Irina Lebedeva, Alexander S. Tomyshev, Vasily Kaleda, Tatyana Klushnik, Geraldo Busatto Filho, Marcus Vinicius Zanetti, Mauricio Henriques Serpa, Pedro Gomes Penteado Rosa, Ryota Hashimoto, Masaki Fukunaga, Anja Richter, Bernd Krämer, Oliver Gruber, Aristotle N. Voineskos, Erin W. Dickie, David Tomecek, Antonin Skoch, Filip Spaniel, Cyril Hoschl, Alessandro Bertolino, Aurora Bonvino, Annabella Di Giorgio, Laurena Holleran, Simone Ciufolini, Tiago Reis Marques, Paola Dazzan, Robin Murray, Jelle Lamsma, Wiepke Cahn, Neeltje van Haren, Ana M. Díaz-Zuluaga, Julián A. Pineda-Zapata, Cristian Vargas, Carlos López-Jaramillo, Theo G. M. van Erp, Ruben C. Gur, Thomas Nickl-Jockschat
    Psychological Medicine, 2020
  • Mapping Cortical and Subcortical Asymmetry in Obsessive-Compulsive Disorder: Findings From the ENIGMA Consortium
    Xiang-Zhen Kong, Premika S.W. Boedhoe, Yoshinari Abe, Pino Alonso, Stephanie H. Ameis, Paul D. Arnold, Francesca Assogna, Justin T. Baker, Marcelo C. Batistuzzo, Francesco Benedetti, Jan C. Beucke, Irene Bollettini, Anushree Bose, Silvia Brem, Brian P. Brennan, Jan Buitelaar, Rosa Calvo, Yuqi Cheng, Kang Ik K. Cho, Sara Dallaspezia, Damiaan Denys, Benjamin A. Ely, Jamie Feusner, Kate D. Fitzgerald, Jean-Paul Fouche, Egill A. Fridgeirsson, David C. Glahn, Patricia Gruner, Deniz A. Gürsel, Tobias U. Hauser, Yoshiyuki Hirano, Marcelo Q. Hoexter, Hao Hu, Chaim Huyser, Anthony James, Fern Jaspers-Fayer, Norbert Kathmann, Christian Kaufmann, Kathrin Koch, Masaru Kuno, Gerd Kvale, Jun Soo Kwon, Luisa Lazaro, Yanni Liu, Christine Lochner, Paulo Marques, Rachel Marsh, Ignacio Martínez-Zalacaín, David Mataix-Cols, Sarah E. Medland, José M. Menchón, Luciano Minuzzi, Pedro S. Moreira, Astrid Morer, Pedro Morgado, Akiko Nakagawa, Takashi Nakamae, Tomohiro Nakao, Janardhanan C. Narayanaswamy, Erika L. Nurmi, Joseph O'Neill, Jose C. Pariente, Chris Perriello, John Piacentini, Fabrizio Piras, Federica Piras, Christopher Pittenger, Y.C. Janardhan Reddy, Oana Georgiana Rus-Oswald, Yuki Sakai, Joao R. Sato, Lianne Schmaal, H. Blair Simpson, Noam Soreni, Carles Soriano-Mas, Gianfranco Spalletta, Emily R. Stern, Michael C. Stevens, S. Evelyn Stewart, Philip R. Szeszko, David F. Tolin, Aki Tsuchiyagaito, Daan van Rooij, Guido A. van Wingen, Ganesan Venkatasubramanian, Zhen Wang, Je-Yeon Yun, Paul M. Thompson, Dan J. Stein, Odile A. van den Heuvel, Clyde Francks, Xiang-Zhen Kong, Premika S.W. Boedhoe, Yoshinari Abe, Pino Alonso, Stephanie H. Ameis, Alan Anticevic, Paul D. Arnold, Francesca Assogna, Justin T. Baker, Nerisa Banaj, Nuria Bargalló, Marcelo C. Batistuzzo, Francesco Benedetti, Jan C. Beucke, Irene Bollettini, Anushree Bose, Daniel Brandeis, Silvia Brem, Brian P. Brennan, Jan Buitelaar, Geraldo F. Busatto, Anna Calvo, Rosa Calvo, Yuqi Cheng, Kang Ik K. Cho, Valentina Ciullo, Sara Dallaspezia, Damiaan Denys, Froukje E. de Vries, Stella J. de Wit, Erin Dickie, Renate Drechsler, Benjamin A. Ely, Madalena Esteves, Andrea Falini, Yu Fang, Jamie Feusner, Martijn Figee, Kate D. Fitzgerald, Martine Fontaine, Jean-Paul Fouche, Egill A. Fridgeirsson, Patricia Gruner, Deniz A. Gürsel, Geoff Hall, Sayo Hamatani, Gregory L. Hanna, Bjarne Hansen, Tobias U. Hauser, Yoshiyuki Hirano, Marcelo Q. Hoexter, Hao Hu, Chaim Huyser, Keisuke Ikari, Neda Jahanshad, Anthony James, Fern Jaspers-Fayer, Norbert Kathmann, Christian Kaufmann, Kathrin Koch, Masaru Kuno, Gerd Kvale, Jun Soo Kwon, Luisa Lazaro, Yanni Liu, Christine Lochner, Ricardo Magalhães, Paulo Marques, Rachel Marsh, Ignacio Martínez-Zalacaín, Yasutaka Masuda, David Mataix-Cols, Koji Matsumoto, James T. McCracken, José M. Menchón, Euripedes C. Miguel, Luciano Minuzzi, Pedro S. Moreira, Astrid Morer, Pedro Morgado, Akiko Nakagawa, Takashi Nakamae, Tomohiro Nakao, Janardhanan C. Narayanaswamy, Jin Narumoto, Seiji Nishida, Erika L. Nurmi, Joseph O'Neill, Jose C. Pariente, Chris Perriello, John Piacentini, Fabrizio Piras, Federica Piras, Christopher Pittenger, Sara Poletti, Y.C. Janardhan Reddy, Tim Reess, Oana Georgiana Rus-Oswald, Yuki Sakai, Joao R. Sato, Lianne Schmaal, Eiji Shimizu, H. Blair Simpson, Noam Soreni, Carles Soriano-Mas, Nuno Sousa, Gianfranco Spalletta, Emily R. Stern, Michael C. Stevens, S. Evelyn Stewart, Philip R. Szeszko, Jumpei Takahashi, Jinsong Tang, Anders Lillevik Thorsen, David F. Tolin, Aki Tsuchiyagaito, Daan van Rooij, Guido A. van Wingen, Ysbrand D. van der Werf, Dick J. Veltman, Daniela Vecchio, Ganesan Venkatasubramanian, Susanne Walitza, Zhen Wang, Anri Watanabe, Jian Xu, Xiufeng Xu, Kei Yamada, Tokiko Yoshida, Je-Yeon Yun, Mojtaba Zarei, Qing Zhao, Cong Zhou, Paul M. Thompson, Dan J. Stein, Odile A. van den Heuvel, Clyde Francks
    Biological Psychiatry, 2020
  • Lithium treatment impacts nucleus accumbens shape in bipolar disorder
    Daniela Vecchio, Fabrizio Piras, Federica Piras, Nerisa Banaj, Delfina Janiri, Alessio Simonetti, Gabriele Sani, Gianfranco Spalletta
    Neuroimage Clinical, 2020
  • Cerebellar GABAergic correlates of cognition-mediated verbal fluency in physiology and schizophrenia
    F. Piras, F. Piras, N. Banaj, V. Ciullo, D. Vecchio, R. A. E. Edden, G. Spalletta
    Acta Psychiatrica Scandinavica, 2019
  • Predictive timing disturbance is a precise marker of schizophrenia
    Valentina Ciullo, Federica Piras, Daniela Vecchio, Nerisa Banaj, Jennifer T. Coull, Gianfranco Spalletta
    Schizophrenia Research Cognition, 2018
  • Segregation of Brain Structural Networks Supports Spatio-Temporal Predictive Processing
    Valentina Ciullo, Daniela Vecchio, Tommaso Gili, Gianfranco Spalletta, Federica Piras
    Frontiers in Human Neuroscience, 2018
  • Widespread white matter microstructural differences in schizophrenia across 4322 individuals: Results from the ENIGMA Schizophrenia DTI Working Group
    S Kelly, N Jahanshad, A Zalesky, P Kochunov, I Agartz, C Alloza, O A Andreassen, C Arango, N Banaj, S Bouix, C A Bousman, R M Brouwer, J Bruggemann, J Bustillo, W Cahn, V Calhoun, D Cannon, V Carr, S Catts, J Chen, J-x Chen, X Chen, C Chiapponi, Kl K Cho, V Ciullo, A S Corvin, B Crespo-Facorro, V Cropley, P De Rossi, C M Diaz-Caneja, E W Dickie, S Ehrlich, F-m Fan, J Faskowitz, H Fatouros-Bergman, L Flyckt, J M Ford, J-P Fouche, M Fukunaga, M Gill, D C Glahn, R Gollub, E D Goudzwaard, H Guo, R E Gur, R C Gur, T P Gurholt, R Hashimoto, S N Hatton, F A Henskens, D P Hibar, I B Hickie, L E Hong, J Horacek, F M Howells, H E Hulshoff Pol, C L Hyde, D Isaev, A Jablensky, P R Jansen, J Janssen, E G Jönsson, L A Jung, R S Kahn, Z Kikinis, K Liu, P Klauser, C Knöchel, M Kubicki, J Lagopoulos, C Langen, S Lawrie, R K Lenroot, K O Lim, C Lopez-Jaramillo, A Lyall, V Magnotta, R C W Mandl, D H Mathalon, R W McCarley, S McCarthy-Jones, C McDonald, S McEwen, A McIntosh, T Melicher, R I Mesholam-Gately, P T Michie, B Mowry, B A Mueller, D T Newell, P O'Donnell, V Oertel-Knöchel, L Oestreich, S A Paciga, C Pantelis, O Pasternak, G Pearlson, G R Pellicano, A Pereira, J Pineda Zapata, F Piras, S G Potkin, A Preda, P E Rasser, D R Roalf, R Roiz, A Roos, D Rotenberg, T D Satterthwaite, P Savadjiev, U Schall, R J Scott, M L Seal, L J Seidman, C Shannon Weickert, C D Whelan, M E Shenton, J S Kwon, G Spalletta, F Spaniel, E Sprooten, M Stäblein, D J Stein, S Sundram, Y Tan, S Tan, S Tang, H S Temmingh, L T Westlye, S Tønnesen, D Tordesillas-Gutierrez, N T Doan, J Vaidya, N E M van Haren, C D Vargas, D Vecchio, D Velakoulis, A Voineskos, J Q Voyvodic, Z Wang, P Wan, D Wei, T W Weickert, H Whalley, T White, T J Whitford, J D Wojcik, H Xiang, Z Xie, H Yamamori, F Yang, N Yao, G Zhang, J Zhao, T G M van Erp, J Turner, P M Thompson, G Donohoe
    Molecular Psychiatry, 2018
  • Multicenter studies of brain morphometry
    Fabrizio Piras, Mariangela Iorio, Daniela Vecchio, Tommaso Gili, Federica Piras, Gianfranco Spalletta
    Neuromethods, 2018