Dynamic changes of the structural and functional brain connectome in anorexia nervosa (revision)
Biological Psychiatry
Final Report Abstract
This research project focused on examining the structural and functional changes in the brains of individuals with Anorexia Nervosa (AN) before, during and after weight normalization. Using state-of-the-art neuroimaging techniques and an extensive cohort of patients and healthy controls, the study aimed to characterize changes in the A) Structural brain network, B) Functional brain network, and C) Mechanisms behind the changes. The results revealed profound alterations in cortical thickness, volumes of gray matter, including a range of substructures. The magnitude of these changes is tha largest in psychiatry. A decrease in cortical thickness was observed, particularly in regions described as energetically demanding. Changes in the "integrity" of white matter showed a similar pattern, though with smaller effect sizes than in gray matter. Furthermore, the results indicated alterations in the (dynamic) functional network architecture, especially at a global level in acute AN and former (now recovered) patients. These changes were particularly evident in networks with attributed relevance to AN, including networks associated with cognitive control, habit formation, and reward experience. The reversibility of structural changes and the normalization of network features during weight gain were observed for many structural but not all functional domains. Some straightforward explanations for structural changes in the state of acute underweight, such as dehydration or apoptosis and neurogenesis, were largely ruled out based on biochemical parameters and temporal patterns. Instead, structural changes were often associated with biomarkers such as the appetite-regulating hormone leptin and markers of neuronal integrity - Neurofilament Light (NFL), or N-acetyl-aspartate (NAA), or even mediated by them (mediation). Changes in the (dynamic) functional network architecture may be driven by alterations in voxellevel signal characteristics, which in turn are related to structural brain changes in the acute state of the illness. Despite the extensive normalization of structural changes, machine learning identified subtly persistent changes in patients in early remission, which, in turn, proved predictive of a later poorer outcome. This project contributes to understanding the neurobiological foundations of AN and, possibly, developing personalized intervention approaches.
Publications
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Dynamic changes in white matter microstructure in anorexia nervosa: findings from a longitudinal study. Psychological Medicine, 49(09), 1555-1564.
von Schwanenflug, Nina; Müller, Dirk K.; King, Joseph A.; Ritschel, Franziska; Bernardoni, Fabio; Mohammadi, Siawoosh; Geisler, Daniel; Roessner, Veit; Biemann, Ronald; Marxen, Michael & Ehrlich, Stefan
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Abnormal Spontaneous Regional Brain Activity in Young Patients With Anorexia Nervosa. Journal of the American Academy of Child & Adolescent Psychiatry, 58(11), 1104-1114.
Seidel, Maria; Borchardt, Viola; Geisler, Daniel; King, Joseph A.; Boehm, Ilka; Pauligk, Sophie; Bernardoni, Fabio; Biemann, Ronald; Roessner, Veit; Walter, Martin & Ehrlich, Stefan
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Altered global brain network topology as a trait marker in patients with anorexia nervosa. Psychological Medicine, 50(1), 107-115.
Geisler, Daniel; Borchardt, Viola; Boehm, Ilka; King, Joseph A.; Tam, Friederike I.; Marxen, Michael; Biemann, Ronald; Roessner, Veit; Walter, Martin & Ehrlich, Stefan
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Evaluation of spontaneous regional brain activity in weight-recovered anorexia nervosa. Translational Psychiatry, 10(1).
Seidel, Maria; Geisler, Daniel; Borchardt, Viola; King, Joseph A.; Bernardoni, Fabio; Jaite, Charlotte; Roessner, Veit; Calhoun, Vince; Walter, Martin & Ehrlich, Stefan
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Altered White Matter Connectivity in Young Acutely Underweight Patients With Anorexia Nervosa. Journal of the American Academy of Child & Adolescent Psychiatry, 61(2), 331-340.
Geisler, Daniel; King, Joseph A.; Bahnsen, Klaas; Bernardoni, Fabio; Doose, Arne; Müller, Dirk K.; Marxen, Michael; Roessner, Veit; van den Heuvel, Martijn & Ehrlich, Stefan
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Brain Structure in Acutely Underweight and Partially Weight-Restored Individuals With Anorexia Nervosa: A Coordinated Analysis by the ENIGMA Eating Disorders Working Group. Biological Psychiatry, 92(9), 730-738.
Walton, Esther; Bernardoni, Fabio; Batury, Victoria-Luise; Bahnsen, Klaas; Larivière, Sara; Abbate-Daga, Giovanni; Andres-Perpiña, Susana; Bang, Lasse; Bischoff-Grethe, Amanda; Brooks, Samantha J.; Campbell, Iain C.; Cascino, Giammarco; Castro-Fornieles, Josefina; Collantoni, Enrico; D.’Agata, Federico; Dahmen, Brigitte; Danner, Unna N.; Favaro, Angela; Feusner, Jamie D.; ... & Ehrlich, Stefan
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Differential alterations of amygdala nuclei volumes in acutely ill patients with anorexia nervosa and their associations with leptin levels. Psychological Medicine, 53(13), 6288-6303.
Wronski, Marie-Louis; Geisler, Daniel; Bernardoni, Fabio; Seidel, Maria; Bahnsen, Klaas; Doose, Arne; Steinhäuser, Jonas L.; Gronow, Franziska; Böldt, Luisa V.; Plessow, Franziska; Lawson, Elizabeth A.; King, Joseph A.; Roessner, Veit & Ehrlich, Stefan
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Dynamic Structural Brain Changes in Anorexia Nervosa: A Replication Study, Mega-analysis, and Virtual Histology Approach. Journal of the American Academy of Child & Adolescent Psychiatry, 61(9), 1168-1181.
Bahnsen, Klaas; Bernardoni, Fabio; King, Joseph A.; Geisler, Daniel; Weidner, Kerstin; Roessner, Veit; Patel, Yash; Paus, Tomáš & Ehrlich, Stefan
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Explicating the role of amygdala substructure alterations in the link between hypoleptinemia and rumination in anorexia nervosa. Acta Psychiatrica Scandinavica, 148(4), 368-381.
Wronski, Marie‐Louis; Hohnemann, Charlotte; Bernardoni, Fabio; Bahnsen, Klaas; Doose, Arne; Arold, Dominic; Borucki, Katrin; Holsen, Laura M.; Lawson, Elizabeth A.; Plessow, Franziska; Weidner, Kerstin; Roessner, Veit; Diestel, Stefan; King, Joseph A.; Seidel, Maria & Ehrlich, Stefan
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Predicting long-term outcome in anorexia nervosa: a machine learning analysis of brain structure at different stages of weight recovery. Psychological Medicine, 53(16), 7827-7836.
Arold, Dominic; Bernardoni, Fabio; Geisler, Daniel; Doose, Arne; Uen, Volkan; Boehm, Ilka; Roessner, Veit; King, Joseph A. & Ehrlich, Stefan
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Serum neurofilament light concentrations are associated with cortical thinning in anorexia nervosa. Psychological Medicine, 53(15), 7053-7061.
Hellerhoff, Inger; Bernardoni, Fabio; Bahnsen, Klaas; King, Joseph A.; Doose, Arne; Pauligk, Sophie; Tam, Friederike I.; Mannigel, Merle; Gramatke, Katrin; Roessner, Veit; Akgün, Katja; Ziemssen, Tjalf & Ehrlich, Stefan
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Triangulating brain alterations in anorexia nervosa: a multimodal investigation of magnetic resonance spectroscopy, morphometry and blood-based biomarkers. Translational Psychiatry, 13(1).
Doose, Arne; Tam, Friederike I.; Hellerhoff, Inger; King, Joseph A.; Boehm, Ilka; Gottloeber, Kim; Wahl, Hannes; Werner, Annett; Raschke, Felix; Bartnik-Olson, Brenda; Lin, Alexander P.; Akgün, Katja; Roessner, Veit; Linn, Jennifer & Ehrlich, Stefan
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Dynamic Amygdala Nuclei Alterations in Relation to Weight Status in Anorexia Nervosa Are Mediated by Leptin. Journal of the American Academy of Child & Adolescent Psychiatry, 63(6), 624-639.
Wronski, Marie-Louis; Bernardoni, Fabio; Bahnsen, Klaas; Seidel, Maria; Arold, Dominic; Doose, Arne; Steinhäuser, Jonas L.; Borucki, Katrin; Breithaupt, Lauren; Lawson, Elizabeth A.; Holsen, Laura M.; Weidner, Kerstin; Roessner, Veit; King, Joseph A.; Plessow, Franziska & Ehrlich, Stefan
