This doctoral thesis aims to demonstrate the relevance of resting-state functional connectivity (RSFC) for the study of brain function. RSFC refers to the spontaneous brain activity structured in intrinsic connectivity networks. These networks mirror task-based activations and show significant variations across several behavioral domains and phenotypical traits. Furthermore, changes in these networks after, for instance, pharmacological manipulations, may disentangle the specific role of several neurotransmitters systems in normal and pathological functional connectivity. While various neuroimaging techniques enable the detection of intrinsic connectivity networks, data-driven methods, such as independent component analysis, provide a robust spatial representation of brain networks that are distinguishable from physiological signals and scanner noise.
Within the above-mentioned framework, this thesis presents data from two studies designed to better understand 1) individual differences in decision making reflected in intrinsic network connectivity and 2) variations in intrinsic network connectivity following serotonergic manipulations. The first part is the general introduction where I present the theoretical background, the methodology used in both experiments and an overview of the current research related to the studies of this thesis. The second chapter presents the first study, which examined the relationship between a set of value-based decision-making parameters with large-scale intrinsic connectivity networks. Findings of this study revealed that individuals who prefer to gamble in order to avoid a sure loss, exhibit stronger connectivity between the default mode and left frontoparietal systems to their adjacent brain regions, especially to those involved in prospective thinking, affective decision making and visual processing. The third chapter presents the second experimental study, which examined changes in default mode network connectivity after two tryptophan interventions to increase and decrease brain serotonin synthesis, and a control condition. Results of this study showed decreased functional connectivity between the default mode network and emotion-related regions associated with higher serotonin brain levels. Finally, the fourth chapter includes a general discussion that integrates the significance of the findings from both studies. In this section, limitations and recommendations for future research are also considered before presenting the conclusion that highlights the contribution of this work for unraveling the continuous activity of the resting brain.:1.CONTENTS 1
LIST OF FIGURES 3
LIST OF TABLES 4
ABBREVIATIONS 5 ABSTRACT 7
GENERAL INTRODUCTION 9
1.1. Resting-state functional connectivity: the silent work of the resting brain 9
1.2. Intrinsic connectivity networks 12
1.3. Independent Component Analysis 17
1.4. Summary: research objectives and study hypotheses 20
STUDY I: Risk seeking for losses modulates the functional connectivity of the default 2.mode and left frontoparietal networks in young males 22
2.1. Abstract 23
2.2. Introduction 24
2.3. Materials and Methods 26
2.4. Results 33
2.5. Discussion 41
2.6. Notes 44
2.7. Supplemental Material Study I 45
3. STUDY II: Acute Tryptophan Loading Decreases Functional Connectivity between the Default Mode Network and Emotion-Related Brain Regions 49
3.1. Abstract 50
3.2. Introduction 51
3.3. Materials and Methods 53
3.4. Results 61
3.5. Discussion 67
3.6. Acknowledgments 71
3.7. Supplemental Material Study II 72
4. GENERAL DISCUSSION 78
4.1. Research objectives and summary of results 78
4.2. Risk seeking for losses is associated with changes in default mode and frontoparietal systems 79
4.3. Higher serotonin brain synthesis decreases DMN connectivity 80
4.4. Integration of findings 81
4.5. Limitations and future directions 83
4.6. General conclusion 85
5. ZUSAMMENFASSUNG 86
Hintergrund 86
Fragestellung 86
Material und Methoden 87
Ergebnisse 88
Schlussfolgerungen 89
6. SUMMARY 90
Background 90
Research question 90
Material and Methods 91
Results 92
Conclusion 92
7.REFERENCES 93
8.ANNEX 113
8.1. Publikationsverzeichnis 113
8.3.Danksagung 115
8.4. Erklärungen zur Eröffnung des Promotionsverfahrens 116
8.5. Erklärung zur Einhaltung gesetzlicher Vorgaben118
8.6. Erklärungen zur Publikation 119
| Identifer | oai:union.ndltd.org:DRESDEN/oai:qucosa:de:qucosa:35019 |
| Date | 16 August 2019 |
| Creators | Deza Araujo, Yacila Isabela |
| Contributors | Smolka, Michael N., Kanske, Philipp, Technische Universität Dresden |
| Source Sets | Hochschulschriftenserver (HSSS) der SLUB Dresden |
| Language | English |
| Detected Language | English |
| Type | info:eu-repo/semantics/publishedVersion, doc-type:doctoralThesis, info:eu-repo/semantics/doctoralThesis, doc-type:Text |
| Rights | info:eu-repo/semantics/openAccess |
| Relation | 10.3758/s13415-018-0586-4, 10.1002/hbm.24494 |
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