Trends in Neurosciences
OpinionFunctional network dysfunction in anxiety and anxiety disorders
Introduction
A major development in systems neuroscience has been the grouping of human brain regions into functional networks. Functional networks are collections of brain regions with activity that tends to increase or decrease in concert, both at rest and during cognitive tasks. Because different cognitive tasks elicit increases in activity in different functional networks, each network is believed to implement unique aspects of cognition. Many studies define functional networks based on correlations in very low frequency (<0.1 Hz) brain activity as measured by functional magnetic resonance imaging (fMRI) in subjects at rest. Although networks are typically defined by functional connectivity (i.e., activity correlations) at rest, regions within a particular network almost always demonstrate synchronous activity during cognitive tasks; one possibility is that functional connectivity at rest reflects a history of correlated activity changes during goal-directed behavior [1]. Comparisons of known anatomical connections and functional connectivity in macaques suggest close (but not perfect) correspondence of these measures 2, 3. Functional networks in humans include, but are not limited to, the cingulo-opercular, fronto-parietal, dorsal attention, ventral attention, default mode, sensorimotor, visual, and auditory networks (Figure 1) 4, 5.
The organization of brain regions into functional networks may revolutionize our understanding of psychiatric disorders from current symptom-focused classification to network-based schemes. Functional networks can be viewed as dimensions in which the operation of each network ranges from underactive to normal to overactive. Different blends of disturbances along these dimensions could result in different psychiatric disorders, with the phenomenology of the disorder reflecting changes in the cognitive functions performed by the aberrant networks. Although a simplification of functional network operation, this framework allows the development of testable models to capture psychiatric disorders and also provides targets for novel treatments (Figure 2).
Although a functional network model is likely to be robust for understanding and guiding treatment development for many psychiatric disorders, in this Opinion we review the literature and hypothesize a particular pattern of network-level pathology associated with anxiety and anxiety disorders. We propose that anxiety and anxiety disorders are associated with increased or overactive functioning the cingulo-opercular and ventral attention networks as well as decreased or underactive functioning of the fronto-parietal and default mode networks.
The cingulo-opercular network includes portions of the dorsal anterior cingulate cortex and insula and may be important for detecting the need for changes in cognitive control. Increased functioning of this network may result in a maladaptively low threshold to alter cognitive control. The fronto-parietal network encompasses parts of the dorsolateral prefrontal cortex (PFC) and inferior parietal cortex, and may be responsible for implementing increased cognitive control. Decreased functioning of the fronto-parietal network may result in deficits in implementing cognitive control. The ventral attention network includes parts of the ventrolateral PFC and the temporal–parietal junction and is involved in directing attention to newly appearing stimuli. Increased functioning of the ventral attention network may be linked to increased attention to stimuli that suddenly appear rather than towards stimuli that are currently the focus of the task at hand. Finally, the default mode network includes portions of the subgenual anterior cingulate cortex, medial temporal lobe, and precuneus. The default mode network is hypothesized to implement functions such as emotion regulation, future planning, and self-inspection. Decreased functioning of the default mode network may manifest as difficulty in adaptively regulating emotions based on current goals. Note that decreased (or increased) functioning does not always imply decreased (or increased) activity; functioning of a network is determined by the relation between activity in a network and behavior (i.e., task performance), an important point that is illustrated in detail below.
The vast majority of models and reviews of anxiety and anxiety disorders highlight atypical responses to threatening or fearful stimuli 6, 7, 8. By contrast, we describe a set of changes in generic functional networks that are not related to fear responses per se (also 9, 10, 11). This Opinion focuses primarily on studies that use neutral, non-threatening stimuli to probe general network functioning. We explicitly highlight studies that focus on non-emotionally valenced tasks to demonstrate that anxiety disorders include pathology in functional networks involved in cognition (and motivation) in addition to the emotional brain systems typically described. The framework we describe complements fear-response models of anxiety and anxiety disorders by providing a description of cognitive functions and brain networks that modulate fear responses. Treatments developed to target these more general behaviors and networks may normalize atypical behavioral and neural fear responses classically associated with anxiety and its disorders.
In this Opinion we review four types of data that support our hypothesis for a particular pattern of network-level changes in anxiety and anxiety disorders: (i) changes in behaviors that are believed to rely on particular networks, (ii) changes in brain activity within a network during specific cognitive tasks, (iii) changes in functional connectivity among the brain regions within a particular network, and (iv) changes in functional connectivity between brain regions of different networks. Our hypotheses are generated on the basis of the first two types of data. We review functional connectivity changes (i.e., the latter two categories of data) only to provide supporting evidence. The relation between brain activity during cognitive tasks and functional connectivity changes at rest, in which a subject lies quietly with no overt task, is an area of active investigation. One study reported that repeated practice of a cognitive task is associated with functional connectivity changes at rest [1], suggesting that some of the functional connectivity changes measured at rest are related to correlated activity increases during goal-directed behavior. Other factors potentially influencing brain activity at rest include ongoing cognitive processes.
Throughout our discussions we focus on changes in functional networks common to individuals with different anxiety disorders as well as individuals with high trait anxiety. Trait anxiety is often used as an analog for either the presence of, or vulnerability for, an anxiety disorder. This practice is supported by theoretical models and empirical work suggesting that all recognized anxiety disorders share the common factor of high trait anxiety (or the nearly equivalent construct of negative affectivity or neuroticism) 12, 13, 14. Notably, other factors associated with a subset of anxiety disorders, such as autonomic reactivity, fail as analogs for all anxiety disorders because of their observed variation across the disorders [12]. It is likely that important differences exist, at a functional network level, both among different types of anxiety disorders, and between anxiety disorders and high trait anxiety. In the current article, however, we place an emphasis on findings that are consistent across individuals with high trait anxiety as well as those with specific anxiety disorders.
Section snippets
The cingulo-opercular network
The cingulo-opercular network [15] includes portions of the bilateral dorsal anterior cingulate cortex (dACC), anterior insula, anterior PFC, and anterior thalamus (Figure 1; Table 1). This set of regions is sometimes referred to as the salience [16] network and includes regions initially described by Carter, Cohen, and others as being important for detecting errors or conflict (a mismatch between a pre-potent response and a correct response) to signal the need for increased cognitive control 17
The fronto-parietal network
The fronto-parietal network [15] includes bilateral anterior portions of the dorsolateral PFC (DLPFC), the inferior parietal lobule, portions of the middle cingulate gyrus, and portions of the precuneus (Figure 1; Table 1). Regions in this network are sometimes referred to as the executive control [16] network. Whereas the cingulo-opercular network is thought to detect errors in behavior, thereby signaling the possible need for strategy adjustment, the fronto-parietal network may incorporate
The ventral attention network
The ventral attention network is largely right-lateralized and includes the ventrolateral PFC (VLPFC), the temporal–parietal junction (TPJ), and portions of the middle and superior temporal gyri (Figure 1; Table 1) 45, 46. Along with the dorsal attention network, the ventral attention network is associated with the orientation of stimulus-driven attention – the automatic orienting to a particular location when a stimulus appears at that location [47]. This section focuses on the ventral, but
The default mode network
The default mode network includes portions of the subgenual anterior cingulate cortex (sgACC), posterior cingulate cortex, the precuneus, lateral parietal cortex, medial PFC, inferior temporal gyrus, parahippocampal gyrus, and the frontal pole/superior frontal cortex (Figure 1; Table 1) 58, 59. Regions in the default mode network demonstrate high rates of metabolism in healthy subjects at rest [59] and decreases in activity across a range of cognitive tasks [58]. Because of this pattern of
Concluding remarks
In this Opinion we propose that anxiety and anxiety disorders are associated with a particular pattern of network-level dysfunction, including increased functioning of the cingulo-opercular and ventral attention networks as well as decreased functioning of the fronto-parietal and default mode networks. Individuals with high trait anxiety or an anxiety disorder demonstrate alterations in behavior, task-dependent activity, between-network functional connectivity, and within-network functional
Disclosure statement
This work was supported by Bantly Foundation (C.F.Z.), Lundbeck (E.J.L.), Forest (E.J.L.), Johnson & Johnson (E.J.L), and Pfizer (E.J.L.). C.F.Z. serves on the Scientific Advisory Board of Sage Therapeutics, and E.J.L. was formerly a consultant for Fox Learning Systems. These sources of support did not in any way contribute to this manuscript.
Acknowledgments
We thank Daniel Pine for comments on an earlier version of this manuscript. We thank Jonathan Power and Russ Hornbeck for assistance with Figures. This work was supported by the National Institutes of Health (NIH) grants 5R01HD61117-6 (M.C.), NIH R01 MH096482-01 (M.C.), NIH NS06833 (M.E.R.), NIH MH090308 (T.L.R.), National Institute of Mental Health (NIMH) K24 65421 (Y.I.S.), NIH MH07791 (C.F.Z.), and NIH AA017413 (C.F.Z.).
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