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Longitudinal stability of the brain functional connectome is associated with episodic memory performance in aging 
Ousdal, Olga Therese; Kaufmann, Tobias; Kolskår, Knut-Kristian; Vik, Alexandra; Wehling, Eike; Lundervold, Astri; Lundervold, Arvid; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
The brain functional connectome forms a relatively stable and idiosyncratic backbone that can be used for identification or “fingerprinting” of individuals with a high level of accuracy. While previous cross‐sectional ...
Quantifying the polygenic architecture of the human cerebral cortex: Extensive genetic overlap between cortical thickness and surface area 
van der Meer, Dennis; Frei, Oleksandr; Kaufmann, Tobias; Chen, Chi-Hua; Thompson, Wesley K.; O'Connell, Kevin S.; Monereo Sanchez, Jennifer; Linden, David E.J.; Westlye, Lars Tjelta; Dale, Anders; Andreassen, Ole Andreas (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
The thickness of the cerebral cortical sheet and its surface area are highly heritable traits thought to have largely distinct polygenic architectures. Despite large-scale efforts, the majority of their genetic determinants ...
Cortical thickness and resting‐state cardiac function across the lifespan: A cross‐sectional pooled mega‐analysis 
Koenig, Julian; Abler, Birgit; Agartz, Ingrid; Åkerstedt, Torbjørn; Andreassen, Ole Andreas; Anthony, Mia; Bär, Karl-Jürgen; Bertsch, Katja; Brown, Rebecca C.; Brunner, Romuald; Carnevali, Luca; Critchley, Hugo D.; Cullen, Kathryn R; de Geus, Eco J C; de la Cruz, Feliberto; Dziobek, Isabel; Ferger, Marc D.; Fischer, Håkan; Flor, Herta; Gaebler, Michael; Gianaros, Peter J.; Giummarra, Melita J.; Greening, Steven G.; Guendelman, Simon; Heathers, James A. J.; Herpertz, Sabine C.; Hu, Mandy X.; Jentschke, Sebastian; Kaess, Michael; Kaufmann, Tobias; Klimes-Dougan, Bonnie; Koelsch, Stefan; Krauch, Marlene; Kumral, Deniz; Lamers, Femke; Lee, Tae‐Ho; Lekander, Mats; Lin, Feng; Lotze, Martin; Makovac, Elena; Mancini, Matteo; Mancke, Falk; Månsson, Kristoffer N. T.; Manuck, Stephen B.; Mather, Mara; Meeten, Frances; Min, Jungwon; Mueller, Bryon A.; Muench, Vera; Nees, Frauke; Nga, Lin; Nilsonne, Gustav; Ordonez Acuna, Daniela; Osnes, Berge; Ottaviani, Cristina; Penninx, Brenda W J H; Ponzio, Allison; Poudel, Govinda R.; Reinelt, Janis; Ren, Ping; Sakaki, Michiko; Schumann, Andy; Sørensen, Lin; Specht, Karsten; Straub, Joana; Tamm, Sandra; Thai, Michelle; Thayer, Julian F.; Ubani, Benjamin; van der Mee, Denise J.; van Velzen, Laura S.; Ventura‐Bort, Carlos; Villringer, Arno; Watson, David R.; Wei, Luqing; Wendt, Julia; Westlund Schreiner, Melinda; Westlye, Lars Tjelta; Weymar, Mathias; Winkelmann, Tobias; Wu, Guo‐Rong; Yoo, Hyun Joo; Quintana, Daniel (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
Understanding the association between autonomic nervous system [ANS] function and brain morphology across the lifespan provides important insights into neurovisceral mechanisms underlying health and disease. Resting‐state ...
The maternal brain: region-specific patterns of brain aging are traceable decades after childbirth 
de Lange, Ann-Marie Glasø; Barth, Claudia; Kaufmann, Tobias; Anatürk, Melis; Suri, Sana; Ebmeier, Klaus; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
Pregnancy involves maternal brain adaptations, but little is known about how parity influences women's brain aging trajectories later in life. In this study, we replicated previous findings showing less apparent brain aging ...
Women's brain aging: effects of sex-hormone exposure, pregnancies, and genetic risk for Alzheimer's disease 
de Lange, Ann-Marie Glasø; Barth, Claudia; Kaufmann, Tobias; Maximov, Ivan; van der Meer, Dennis; Agartz, Ingrid; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
Sex hormones such as estrogen fluctuate across the female lifespan, with high levels during reproductive years and natural decline during the transition to menopause. Women's exposure to estrogen may influence their ...
Maturation of cortical microstructure and cognitive development in childhood and adolescence: A T1w/T2w ratio MRI study 
Norbom, Linn Christin Bonaventure; Rokicki, Jaroslav; Alnæs, Dag; Kaufmann, Tobias; Doan, Nhat Trung; Andreassen, Ole Andreas; Westlye, Lars Tjelta; Tamnes, Christian Krog (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
The restructuring and optimization of the cerebral cortex from early childhood and through adolescence is an essential feature of human brain development, underlying immense cognitive improvements. Beyond established ...
Brain age prediction reveals aberrant brain white matter in schizophrenia and bipolar disorder: A multi-sample diffusion tensor imaging study 
Tønnesen, Siren; Kaufmann, Tobias; de Lange, Ann-Marie Glasø; Richard, Geneviève; Nhat Trung, Doan; Alnæs, Dag; van der Meer, Dennis; Rokicki, Jaroslav; Moberget, Torgeir; Maximov, Ivan; Agartz, Ingrid; Aminoff, Sofie Ragnhild; Beck, Dani; Barch, Deanna M.; Beresniewicz, Justyna; Cervenka, Simon; Fatouros-Bergman, Helena; Craven, Alexander R.; Flyckt, Lena; Gurholt, Tiril Pedersen; Haukvik, Unn Kristin H.; Hugdahl, Kenneth; Johnsen, Erik; Jönsson, Erik Gunnar; Schizophrenia Project (KaSP), Karolinska; Kolskår, Knut-Kristian; Kroken, Rune Andreas; Lagerberg, Trine Vik; Løberg, Else-Marie; Nordvik, Jan Egil; Sanders, Anne-Marthe; Ulrichsen, Kristine Moe; Andreassen, Ole Andreas; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
Background Schizophrenia (SZ) and bipolar disorder (BD) share substantial neurodevelopmental components affecting brain maturation and architecture. This necessitates a dynamic lifespan perspective in which brain ...
Multimodal fusion of structural and functional brain imaging in depression using linked independent component analysis 
Maglanoc, Luigi Angelo; Kaufmann, Tobias; Jonassen, Rune; Hilland, Eva; Beck, Dani; Landrø, Nils Inge; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
Previous structural and functional neuroimaging studies have implicated distributed brain regions and networks in depression. However, there are no robust imaging biomarkers that are specific to depression, which may be ...
Brain connectome mapping of complex human traits and their polygenic architecture using machine learning 
Maglanoc, Luigi Angelo; Kaufmann, Tobias; van der Meer, Dennis; Marquand, André F.; Wolfers, Thomas; Jonassen, Rune; Hilland, Eva; Andreassen, Ole Andreas; Landrø, Nils Inge; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / AcceptedVersion; Peer reviewed, 2020)
Background Mental disorders and individual characteristics such as intelligence and personality are complex traits sharing a largely unknown neuronal basis. Their genetic architectures are highly polygenic and overlapping, ...
Multimodal imaging improves brain age prediction and reveals distinct abnormalities in patients with psychiatric and neurological disorders 
Rokicki, Jaroslav; Wolfers, Thomas; Nordhøy, Wibeke; Tesli, Natalia; Quintana, Daniel; Alnæs, Dag; Richard, Geneviève; de Lange, Ann-Marie Glasø; Lund, Martina Jonette; Norbom, Linn Christin Bonaventure; Agartz, Ingrid; Melle, Ingrid; Nærland, Terje; Selbæk, Geir; Persson, Karin Ester Torun; Nordvik, Jan Egil; Schwarz, Emanuel; Andreassen, Ole Andreas; Kaufmann, Tobias; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
The deviation between chronological age and age predicted using brain MRI is a putative marker of overall brain health. Age prediction based on structural MRI data shows high accuracy in common brain disorders. However, ...
The genetic architecture of the human cerebral cortex 
Grasby, Katrina L.; Jahanshad, Neda; Painter, Jodie N; Colodro-Conde, Lucía; Bralten, Janita; Agartz, Ingrid; Alnæs, Dag; Gurholt, Tiril Pedersen; Kaufmann, Tobias; Sønderby, Ida Elken; van der Meer, Dennis; Westlye, Lars Tjelta; Wolfers, Thomas; Djurovic, Srdjan; Le Hellard, Stephanie; Andreassen, Ole Andreas; Jönsson, Erik Gunnar; Steen, Vidar Martin; Medland, Sarah E. (Journal article / Tidsskriftartikkel / AcceptedVersion; Peer reviewed, 2020)
The cerebral cortex underlies our complex cognitive capabilities, yet little is known about the specific genetic loci that influence human cortical structure. To identify genetic variants that affect cortical structure, ...
Identification of reproducible BCL11A alterations in schizophrenia through individual-level prediction of coexpression 
Chen, Junfang; Cao, Han; Kaufmann, Tobias; Westlye, Lars Tjelta; Tost, Heike; Meyer-Lindenberg, Andreas; Schwarz, Emanuel (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
Abstract Previous studies have provided evidence for an alteration of genetic coexpression in schizophrenia (SCZ). However, such analyses have thus far lacked biological specificity for individual genes, which ...
The genetic architecture of human brainstem structures and their involvement in common brain disorders 
Elvsåshagen, Torbjørn; Bahrami, Shahram; van der Meer, Dennis; Agartz, Ingrid; Alnæs, Dag; Barch, Deanna M.; Baur-Streubel, Ramona; Bertolino, Alessandro; Beyer, Mona K.; Blasi, Giuseppe; Borgwardt, Stefan; Boye, Birgitte; Buitelaar, Jan; Bøen, Erlend; Celius, Elisabeth Gulowsen; Cervenka, Simon; Conzelmann, Annette; Coynel, David; di Carlo, Pasquale; Djurovic, Srdjan; Eisenacher, Sarah; Espeseth, Thomas; Fatouros-Bergman, Helena; Flyckt, Lena; Franke, Barbara; Frei, Oleksandr; Gelao, Barbara; Harbo, Hanne Flinstad; Hartman, Catharina A.; Håberg, Asta; Heslenfeld, Dirk; Hoekstra, Pieter J.; Høgestøl, Einar August; Jonassen, Rune; Jönsson, Erik G.; Kirsch, Peter; Kloszewska, Iwona; Lagerberg, Trine Vik; Landrø, Nils Inge; Le Hellard, Stephanie; Lesch, Klaus-Peter; Maglanoc, Luigi Angelo; Malt, Ulrik Fredrik; Mecocci, Patrizia; Melle, Ingrid; Meyer-Lindenberg, Andreas; Moberget, Torgeir; Nordvik, Jan Egil; Nyberg, Lars; O’ Connell, Kevin S.; Oosterlaan, Jaap; Papalino, Marco; Papassotiropoulos, Andreas; Pauli, Paul; Pergola, Giulio; Persson, Karin; de Quervain, Dominique; Reif, Andreas; Rokicki, Jaroslav; Van Rooij, Daan; Shadrin, Alexey A.; Schmidt, André; Schwarz, Emanuel; Selbæk, Geir; Soininen, Hilkka; Sowa, Piotr; Steen, Vidar M.; Tsolaki, Magda; Vellas, Bruno; Wang, Lei; Westman, Eric; Ziegler, Georg C.; Zink, Mathias; Andreassen, Ole Andreas; Westlye, Lars Tjelta; Kaufmann, Tobias (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
Brainstem regions support vital bodily functions, yet their genetic architectures and involvement in common brain disorders remain understudied. Here, using imaging-genetics data from a discovery sample of 27,034 individuals, ...
Prediction of brain age and cognitive age: Quantifying brain and cognitive maintenance in aging 
Anatürk, Melis; Kaufmann, Tobias; Cole, James H.; Suri, Sana; Griffanti, Ludovica; Zsoldos, Enikő; Filippini, Nicola; Singh-Manoux, Archana; Kivimäki, Mika; Westlye, Lars Tjelta; Ebmeier, Klaus; de Lange, Ann-Marie Glasø (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
The concept of brain maintenance refers to the preservation of brain integrity in older age, while cognitive reserve refers to the capacity to maintain cognition in the presence of neurodegeneration or aging‐related brain ...
Biophysical Psychiatry—How Computational Neuroscience Can Help to Understand the Complex Mechanisms of Mental Disorders. 
Mäki-Marttunen, Tuomo; Kaufmann, Tobias; Elvsåshagen, Torbjørn; Devor, Anna; Djurovic, Srdjan; Westlye, Lars Tjelta; Linne, Marja-Leena; Rietschel, Marcella; Schubert, Dirk; Borgwardt, Stefan; Efrim-Budisteanu, Magdalena; Bettella, Francesco; Halnes, Geir; Hagen, Espen; Næss, Solveig; Ness, Torbjørn V; Moberget, Torgeir; Metzner, Christoph; Edwards, Andrew G.; Fyhn, Marianne; Dale, Anders M.; Einevoll, Gaute T.; Andreassen, Ole Andreas (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2019)
The brain is the most complex of human organs, and the pathophysiology underlying abnormal brain function in psychiatric disorders is largely unknown. Despite the rapid development of diagnostic tools and treatments in ...
Telomere length is associated with childhood trauma in patients with severe mental disorders 
Aas, Monica; Elvsåshagen, Torbjørn; Westlye, Lars Tjelta; Kaufmann, Tobias; Athanasiu, Lavinia; Djurovic, Srdjan; Melle, Ingrid; van der Meer, Dennis; Martin-Ruiz, Carmen; Steen, Nils Eiel; Agartz, Ingrid; Andreassen, Ole Andreas (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2019)
Reduced telomere length (TL) and structural brain abnormalities have been reported in patients with schizophrenia (SZ) and bipolar disorder (BD). Childhood traumatic events are more frequent in SZ and BD than in healthy ...
Reproducible grey matter patterns index a multivariate, global alteration of brain structure in schizophrenia and bipolar disorder 
Schwarz, Emanuel; Doan, Nhat Trung; Pergola, Giulio; Westlye, Lars Tjelta; Kaufmann, Tobias; Wolfers, Thomas; Brecheisen, Ralph; Quarto, Tiziana; Ing, Alex J.; di Carlo, Pasquale; Gurholt, Tiril Pedersen; Harms, Robbert L.; Noirhomme, Quentin; Moberget, Torgeir; Agartz, Ingrid; Andreassen, Ole Andreas; Bellani, Marcella; Bertolino, Alessandro; Blasi, Giuseppe; Brambilla, Paolo; Buitelaar, Jan K.; Cervenka, Simon; Flyckt, Lena; Frangou, Sophia; Franke, Barbara; Hall, Jeremy; Heslenfeld, Dirk J.; Kirsch, Peter; McIntosh, Andrew M.; Nöthen, Markus M.; Papassotiropoulos, Andreas; de Quervain, Dominique J.F.; Rietschel, Marcella; Schumann, Gunter; Tost, Heike; Witt, Stephanie H.; Zink, Mathias; Meyer-Lindenberg, Andreas (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2019)
Schizophrenia is a severe mental disorder characterized by numerous subtle changes in brain structure and function. Machine learning allows exploring the utility of combining structural and functional brain magnetic resonance ...
Cerebellar Gray Matter Volume Is Associated With Cognitive Function and Psychopathology in Adolescence 
Moberget, Torgeir; Alnæs, Dag; Kaufmann, Tobias; Doan, Nhat Trung; Còrdova Palomera, Aldo; Norbom, Linn Christin Bonaventure; Rokicki, Jaroslav; van der Meer, Dennis; Andreassen, Ole Andreas; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / AcceptedVersion; Peer reviewed, 2019)
Background Accumulating evidence supports cerebellar involvement in mental disorders, such as schizophrenia, bipolar disorder, depression, anxiety disorders, and attention-deficit/hyperactivity disorder. However, little ...
Brain age prediction in stroke patients: Highly reliable but limited sensitivity to cognitive performance and response to cognitive training 
Richard, Geneviève; Kolskår, Knut-Kristian; Ulrichsen, Kristine Moe; Kaufmann, Tobias; Alnæs, Dag; Sanders, Anne-Marthe; Dørum, Erlend Solberg; Monereo Sanchez, Jennifer; Petersen, Anders; Ihle-Hansen, Hege; Nordvik, Jan Egil; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2019)
Cognitive deficits are important predictors for outcome, independence and quality of life after stroke, but often remain unnoticed and unattended because other impairments are more evident. Computerized cognitive training ...
Cross-sectional and longitudinal MRI brain scans reveal accelerated brain aging in multiple sclerosis 
Høgestøl, Einar August; Kaufmann, Tobias; Nygaard, Gro Owren; Beyer, Mona K.; Sowa, Piotr; Nordvik, Jan Egil; Kolskår, Knut-Kristian; Richard, Geneviève; Andreassen, Ole Andreas; Harbo, Hanne Flinstad; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2019)
Multiple sclerosis (MS) is an inflammatory disorder of the central nervous system. By combining longitudinal MRI-based brain morphometry and brain age estimation using machine learning, we tested the hypothesis that MS ...
Oxytocin pathway gene networks in the human brain 
Quintana, Daniel; Rokicki, Jaroslav; van der Meer, Dennis; Alnæs, Dag; Kaufmann, Tobias; Còrdova Palomera, Aldo; Dieset, Ingrid; Andreassen, Ole Andreas; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2019)
Oxytocin is a neuropeptide involved in animal and human reproductive and social behavior. Three oxytocin signaling genes have been frequently implicated in human social behavior: OXT (structural gene for oxytocin), OXTR ...
Common brain disorders are associated with heritable patterns of apparent aging of the brain 
Kaufmann, Tobias; van der Meer, Dennis; Doan, Nhat Trung; Schwarz, Emanuel; Lund, Martina Jonette; Agartz, Ingrid; Alnæs, Dag; Barch, Deanna M.; Baur-Streubel, Ramona; Bertolino, Alessandro; Bettella, Francesco; Beyer, Mona K.; Bøen, Erlend; Borgwardt, Stefan; Brandt, Christine Lycke; Buitelaar, Jan; Celius, Elisabeth Gulowsen; Cervenka, Simon; Conzelmann, Annette; Còrdova Palomera, Aldo; Dale, Anders; de Quervain, Dominique J.F.; di Carlo, Pasquale; Djurovic, Srdjan; Dørum, Erlend Solberg; Eisenacher, Sarah; Elvsåshagen, Torbjørn; Espeseth, Thomas; Fatouros-Bergman, Helena; Flyckt, Lena; Franke, Barbara; Frei, Oleksandr; Haatveit, Beathe; Håberg, Asta; Harbo, Hanne Flinstad; Hartman, Catharina A; Heslenfeld, Dirk J; Hoekstra, Pieter J; Høgestøl, Einar August; Jernigan, Terry L.; Jonassen, Rune; Jönsson, Erik Gunnar; Kirsch, Peter; Kłoszewska, Iwona; Kolskår, Knut-Kristian; Landrø, Nils Inge; Le Hellard, Stephanie; Lesch, Klaus-Peter; Lovestone, Simon; Lundervold, Arvid; Lundervold, Astri; Maglanoc, Luigi Angelo; Malt, Ulrik Fredrik; Mecocci, Patrizia; Melle, Ingrid; Meyer-Lindenberg, Andreas; Moberget, Torgeir; Norbom, Linn Christin Bonaventure; Nordvik, Jan Egil; Nyberg, Lars; Oosterlaan, Jaap; Papalino, Marco; Papassotiropoulos, Andreas; Pauli, Paul; Pergola, Giulio; Persson, Karin Ester Torun; Richard, Geneviève; Rokicki, Jaroslav; Sanders, Anne-Marthe; Selbæk, Geir; Shadrin, Alexey A.; Smeland, Olav Bjerkehagen; Soininen, Hilkka; Sowa, Piotr; Steen, Vidar Martin; Tsolaki, Magda; Ulrichsen, Kristine Moe; Vellas, Bruno; Wang, Lei; Westman, Eric; Ziegler, Georg C.; Zink, Mathias; Andreassen, Ole Andreas; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / AcceptedVersion; Peer reviewed, 2019)
Common risk factors for psychiatric and other brain disorders are likely to converge on biological pathways influencing the development and maintenance of brain structure and function across life. Using structural MRI data ...
Using structural MRI to identify bipolar disorders ? 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group 
Nunes, Abraham; Schnack, Hugo G.; Ching, Christopher R.K.; Agartz, Ingrid; Akudjedu, Theophilus N.; Alda, Martin; Alnæs, Dag; Alonso-Lana, Silvia; Bauer, Jochen; Baune, Bernhard T; Bøen, Erlend; Bonnin, Caterina del Mar; Busatto, Geraldo F.; Canales-Rodriguez, Erick J.; Cannon, Dara M.; Caseras, Xavier; Chaim-Avancini, Tiffany M.; Dannlowski, Udo; Díaz-Zuluaga, Ana M.; Dietsche, Bruno; Doan, Nhat Trung; Duchesnay, Edouard; Elvsåshagen, Torbjørn; Emden, Daniel; Eyler, Lisa T.; Fatjó-Vilas, Mar; Favre, Pauline; Foley, Sonya F.; Fullerton, Janice M.; Glahn, David C.; Goikolea, Jose M.; Grotegerd, Dominik; Hahn, Tim; Henry, Chantal; Hibar, Derrek; Houenou, Josselin; Howells, Fleur M.; Jahanshad, Neda; Kaufmann, Tobias; Kenney, Joanne; Kircher, Tilo T.J.; Krug, Axel; Lagerberg, Trine Vik; Lenroot, Rhoshel K.; López-Jaramillo, Carlos; Machado-Vieira, Rodrigo; Malt, Ulrik Fredrik; McDonald, Colm; Mitchell, Philip B.; Mwangi, Benson; Nabulsi, Leila; Opel, Nils; Overs, Bronwyn J.; Pineda-Zapata, Julian A.; Pomarol-Clotet, Edith; Redlich, Ronny; Roberts, Gloria; Rosa, Pedro G.; Salvador, Raymond; Satterthwaite, Theodore D.; Soares, Jair C.; Stein, Dan J.; Temmingh, Henk S.; Trappenberg, Thomas; Uhlmann, Anne; van Haren, Neeltje E.M.; Vieta, Eduard; Westlye, Lars Tjelta; Wolf, Daniel H.; Yüksel, Dilara; Zanetti, Marcus V.; Andreassen, Ole Andreas; Thompson, Paul M.; Hájek, Tomás (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2018)
Bipolar disorders (BDs) are among the leading causes of morbidity and disability. Objective biological markers, such as those based on brain imaging, could aid in clinical management of BD. Machine learning (ML) brings ...
Assessing distinct patterns of cognitive aging using tissue-specific brain age prediction based on diffusion tensor imaging and brain morphometry 
Richard, Geneviève; Kolskår, Knut-Kristian; Sanders, Anne-Marthe; Kaufmann, Tobias; Petersen, Anders; Doan, Nhat Trung; Monereo Sanchez, Jennifer; Alnæs, Dag; Ulrichsen, Kristine Moe; Dørum, Erlend Solberg; Andreassen, Ole Andreas; Nordvik, Jan Egil; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2018)
Multimodal imaging enables sensitive measures of the architecture and integrity of the human brain, but the high-dimensional nature of advanced brain imaging features poses inherent challenges for the analyses and ...
Probing brain developmental patterns of myelination and associations with psychopathology in youths using gray/white matter contrast 
Norbom, Linn Christin Bonaventure; Doan, Nhat Trung; Alnæs, Dag; Kaufmann, Tobias; Moberget, Torgeir; Rokicki, Jaroslav; Andreassen, Ole Andreas; Westlye, Lars Tjelta; Tamnes, Christian Krog (Journal article / Tidsskriftartikkel / SubmittedVersion, 2018)
Background: Cerebral myeloarchitecture shows substantial development across childhood and adolescence, and aberrations in these trajectories are relevant for a range of mental disorders. Differential myelination between ...
Brain scans from 21,297 individuals reveal the genetic architecture of hippocampal subfield volumes 
van der Meer, Dennis; Rokicki, Jaroslav; Kaufmann, Tobias; Còrdova Palomera, Aldo; Moberget, Torgeir; Alnæs, Dag; Bettella, Francesco; Frei, Oleksandr; Doan, Nhat Trung; Sønderby, Ida Elken; Smeland, Olav Bjerkehagen; Agartz, Ingrid; Bertolino, Alessandro; Bralten, Janita; Brandt, Christine Lycke; Buitelaar, Jan K.; Djurovic, Srdjan; van Donkelaar, Marjolein; Dørum, Erlend Solberg; Espeseth, Thomas; Faraone, Stephen V.; Fernandéz, Guillén; Fisher, Simon E.; Franke, Barbara; Haatveit, Beathe Christin; Hartman, Catharina A.; Hoekstra, Pieter J.; Håberg, Asta; Jönsson, Erik G.; Kolskår, Knut-Kristian; Le Hellard, Stephanie; Lund, Martina Jonette; Lundervold, Astri; Lundervold, Arvid; Melle, Ingrid; Monereo Sanchez, Jennifer; Norbom, Linn Christin Bonaventure; Nordvik, Jan Egil; Nyberg, Lars; Oosterlaan, Jaap; Papalino, Marco; Papassotiropoulos, Andreas; Pergola, Giulio; de Quervain, Dominique J.F.; Richard, Geneviéve´; Sanders, Anne-Marthe; Selvaggi, Pierluigi; Shumskaya, Elena; Steen, Vidar Martin; Tønnesen, Siren; Ulrichsen, Kristine Moe; Zwiers, Marcel P.; Andreassen, Ole Andreas; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2018)
The hippocampus is a heterogeneous structure, comprising histologically distinguishable subfields. These subfields are differentially involved in memory consolidation, spatial navigation and pattern separation, complex ...
Data-driven clustering reveals a link between symptoms and functional brain connectivity in depression 
Maglanoc, Luigi Angelo; Landrø, Nils Inge; Jonassen, Rune; Kaufmann, Tobias; Còrdova Palomera, Aldo; Hilland, Eva; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / AcceptedVersion; Peer reviewed, 2018)
Background: Depression is a complex disorder with large interindividual variability in symptom profiles that often occur alongside symptoms of other psychiatric domains, such as anxiety. A dimensional and symptom-based ...
Key Brain Network Nodes Show Differential Cognitive Relevance and Developmental Trajectories during Childhood and Adolescence 
Kolskår, Knut-Kristian; Alnæs, Dag; Kaufmann, Tobias; Richard, Geneviéve´; Sanders, Anne-Marthe; Ulrichsen, Kristine Moe; Moberget, Torgeir; Andreassen, Ole Andreas; Nordvik, Jan Egil; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2018)
Human adolescence is a period of rapid changes in cognition and goal-directed behavior, and it constitutes a major transitional phase towards adulthood. One of the mechanisms suggested to underlie the protracted maturation ...
Distinguishing early and late brain aging from the Alzheimer's disease spectrum: Consistent morphological patterns across independent samples 
Doan, Nhat Trung; Engvig, Andreas; Zaske, Krystal; Persson, Karin; Lund, Martina Jonette; Kaufmann, Tobias; Còrdova Palomera, Aldo; Alnæs, Dag; Moberget, Torgeir; Brækhus, Anne; Barca, Maria Lage; Nordvik, Jan Egil; Engedal, Knut; Agartz, Ingrid; Selbæk, Geir; Andreassen, Ole Andreas; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / AcceptedVersion; Peer reviewed, 2017)
Disrupted global metastability and static and dynamic brain connectivity across individuals in the Alzheimer's disease continuum 
Córdova-Palomera, Aldo; Kaufmann, Tobias; Persson, Karin; Alnæs, Dag; Doan, Nhat Trung; Moberget, Torgeir; Lund, Martina Jonette; Barca, Maria Lage; Engvig, Andreas; Brækhus, Anne; Engedal, Knut; Andreassen, Ole Andreas; Selbæk, Geir; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2017)
As findings on the neuropathological and behavioral components of Alzheimer’s disease (AD) continue to accrue, converging evidence suggests that macroscale brain functional disruptions may mediate their association. Recent ...
Increased default-mode variability is related to reduced task-performance and is evident in adults with ADHD 
Mowinckel, Athanasia Monika; Pedersen, Mads Lund; Ziegler, Sigurd; Fredriksen, Mats; Kaufmann, Tobias; Sonuga-Barke, Edmund J.S.; Endestad, Tor; Westlye, Lars Tjelta; Biele, Guido (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2017)
Insufficient suppression and connectivity of the default mode network (DMN) is a potential mediator of cognitive dysfunctions across various disorders, including attention deficit/hyperactivity disorder (ADHD). However, ...
Predicting outcome 12 months after mild traumatic brain injury in patients admitted to a neurosurgery service 
Hellstrøm, Torgeir; Kaufmann, Tobias; Andelic, Nada; Søberg, Helene L.; Sigurdardottir, Solrun; Helseth, Eirik; Andreassen, Ole Andreas; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2017)
Objective: Accurate outcome prediction models for patients with mild traumatic brain injury (MTBI) are key for prognostic assessment and clinical decision-making. Using multivariate machine learning, we tested the unique ...
White matter microstructure is associated with functional, cognitive and emotional symptoms 12 months after mild traumatic brain injury 
Hellstrøm, Torgeir; Westlye, Lars Tjelta; Kaufmann, Tobias; Doan, Nhat Trung; Søberg, Helene L.; Sigurdardottir, Solrun; Nordhøy, Wibeke; Helseth, Eirik; Andreassen, Ole Andreas; Andelic, Nada (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2017)
Identifying patients at risk of poor outcome after mild traumatic brain injury (MTBI) is essential to aid prognostics and treatment. Diffuse axonal injury (DAI) may be the primary pathologic feature of MTBI but is normally ...
Diurnal Variation and twenty-four hour sleep deprivation do not alter supine heart rate variability in healthy male young adults 
Quintana, Daniel; Elvsåshagen, Torbjørn; Zak, Nathalia; Norbom, Linn Christin Bonaventure; Pedersen, Per Øystein Heiberg; Quraishi, Sophia H.; Bjørnerud, Atle; Malt, Ulrik Fredrik; Groote, Inge Rasmus; Kaufmann, Tobias; Andreassen, Ole Andreas; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2017)
Heart rate variability (HRV) has become an increasingly popular index of cardiac autonomic control in the biobehavioral sciences due to its relationship with mental illness and cognitive traits. However, the intraindividual ...
Distinct multivariate brain morphological patterns and their added predictive value with cognitive and polygenic risk scores in mental disorders 
Doan, Nhat Trung; Kaufmann, Tobias; Bettella, Francesco; Jørgensen, Kjetil Nordbø; Brandt, Christine Lycke; Moberget, Torgeir; Alnæs, Dag; Douaud, Gwenaëlle; Duff, Eugene; Djurovic, Srdjan; Melle, Ingrid; Ueland, Torill; Agartz, Ingrid; Andreassen, Ole Andreas; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2017)
The brain underpinnings of schizophrenia and bipolar disorders are multidimensional, reflecting complex pathological processes and causal pathways, requiring multivariate techniques to disentangle. Furthermore, little is ...
Age-related differences in brain network activation and co-activation during multiple object tracking 
Dørum, Erlend Solberg; Alnæs, Dag; Kaufmann, Tobias; Richard, Geneviéve´; Lund, Martina Jonette; Tønnesen, Siren; Sneve, Markus Handal; Mathiesen, Nina Christine; Rustan, Øyvind; Gjertsen, Øivind; Vatn, Sigurd; Fure, Brynjar; Andreassen, Ole Andreas; Nordvik, Jan Egil; Westlye, Lars Tjelta (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2016)
Introduction: Multiple object tracking (MOT) is a powerful paradigm for measuring sustained attention. Although previous fMRI studies have delineated the brain activation patterns associated with tracking and documented ...
Low dose intranasal oxytocin delivered with Breath Powered device dampens amygdala response to emotional stimuli: A peripheral effect-controlled within- subjects randomized dose-response fMRI trial 
Quintana, Daniel; Westlye, Lars Tjelta; Alnæs, Dag; Rustan, Øyvind; Kaufmann, Tobias; Smerud, Knut Terje; Mahmoud, Ramy; Djupesland, Per G.; Andreassen, Ole Andreas (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2016)
It is unclear if and how exogenous oxytocin (OT) reaches the brain to improve social behavior and cognition and what is the optimal dose for OT response. To better understand the delivery routes of intranasal OT administration ...
Clinical utility of mindfulness training in the treatment of fatigue after stroke, traumatic brain injury and multiple sclerosis: A systematic literature review and meta-analysis 
Ulrichsen, Kristine Moe; Kaufmann, Tobias; Dørum, Erlend Solberg; Kolskår, Knut-Kristian; Richard, Geneviéve´; Alnæs, Dag; Arneberg, Tone Johanne; Westlye, Lars Tjelta; Nordvik, Jan Egil (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2016)
Background: Fatigue is a common symptom following neurological illnesses and injuries, and is rated as one of the most debilitating sequela in conditions such as stroke, traumatic brain injury (TBI), and multiple sclerosis ...
Resting-state heart rate variability is related to respiratory frequency in individuals with severe mental illness but not healthy controls 
Quintana, Daniel; Elstad, Maja; Kaufmann, Tobias; Brandt, Christine Lycke; Haatveit, Beathe Christin; Haram, Marit; Nerhus, Mari; Westlye, Lars Tjelta; Andreassen, Ole Andreas (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2016)
Heart rate variability (HRV) has become central to biobehavioral models of self-regulation and interpersonal interaction. While research on healthy populations suggests changes in respiratory frequency do not affect ...
Altered brain activation during emotional face processing in relation to both diagnosis and polygenic risk of bipolar disorder 
Tesli, Martin Steen; Kauppi, Karolina; Bettella, Franscesco; Brandt, Christine Lycke; Kaufmann, Tobias; Espeseth, Thomas; Mattingsdal, Morten; Agartz, Ingrid; Melle, Ingrid; Djurovic, Srdjan; Westlye, Lars Tjelta; Andreassen, Ole Andreas (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2015)
Objectives Bipolar disorder (BD) is a highly heritable disorder with polygenic inheritance. Among the most consistent findings from functional magnetic imaging (fMRI) studies are limbic hyperactivation and dorsal hypoactivation. ...
 
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