Nucleus accumbens neurochemistry in human anxiety: A 7 T 1H-MRS study
Introduction
Anxiety is an emotion characterized by apprehension or dread and enhanced vigilance, frequently accompanied by behavioral, cognitive and physiological stress responses. Although anxiety can help the individual preparing to detect and deal with threats (Bateson et al., 2011), when excessive, it can be maladaptive or pathological and manifest in a variety of disorders (Price, 2003).
Individuals differ greatly in their behavioral and physiological responses to actual or potential threats, following a continuum from mild to strong. While ‘state’ anxiety refers to transitory emotional and motivational state displayed in response to immediate uncertainty (Cattell, 1966, Eysenck et al., 2007, Spielberger, 1972), ‘trait’ anxiety is the stable predisposition of an individual to judge environmental events as potentially threatening (Domschke and Reif, 2012, Mann et al., 2012, Sih et al., 2004, Toye and Cox, 2001). High trait anxious individuals are at risk to develop stress-induced neuropsychiatric disorders, particularly anxiety disorders and depression (Rogers et al., 2013, Sandi and Richter-Levin, 2009, Weger and Sandi, 2018). ‘Social’ anxiety refers to persistent fear in social interactions and performance (Heimberg et al., 1999) that, at high levels, becomes social anxiety disorder (formerly known as social phobia) (Heimberg et al., 1999).
Identifying neurobiological factors related to individual differences in temperamental and situational anxiety will advance our understanding of mechanisms underlying stress vulnerability and might lead to the development of new treatments for anxiety disorders. However, the neurobiology of anxiety is scarcely understood (Craske et al., 2017, Weger and Sandi, 2018). Previous work has highlighted imbalances in neural excitation and inhibition (E/I) in several brain areas in anxiety and mood disorders and following stress exposure (Cordero et al., 2016, Hasler et al., 2010, Houtepen et al., 2017, Moghaddam, 2002, Popoli et al., 2012, Sandi, 2011). In addition, taurine, an abundant free β-amino acid, has been shown to act as endogenous inhibitor of cellular excitability and network activity (Davison and Kaczmarek, 1971, El Idrissi and Trenkner, 2004, Jia et al., 2008). Notably, taurine treatment has been shown to be effective in reducing anxiety-like behaviors (Mezzomo et al., 2016, Zhang and Kim, 2007). However, to date, there is no information about taurine levels in the human brain in the context of anxiety.
Recently, a role for the nucleus accumbens (NAc), the main anatomical constituent of the ventral striatum (VS), is emerging in the context of anxiety (Gunaydin and Kreitzer, 2016, Levita et al., 2012) interconnected with the NAc function in behavioral adaptation (Haber and Behrens, 2014). In rodents, anxiety-like behaviors can be regulated by pharmacological (Heshmati et al., 2016, Lopes et al., 2012) or genetic (Crofton et al., 2017, Feng et al., 2017, Shen et al., 2016, Zhao and Gammie, 2018) manipulation of NAc neurochemistry. Importantly, anxiety-like behaviors have also been related to variations in NAc mitochondrial function (Hollis et al., 2015, Van Der Kooij et al., 2018) and brain energy metabolism (Larrieu et al., 2017). A few studies have also highlighted NAc structural (Kühn et al., 2011) and functional (Goff et al., 2013, Levita et al., 2012) alterations in association with anxiety and depression in humans. However, there is virtually no information on the NAc/VS neurochemical profile, nor on its relationship with anxiety.
Therefore, the aim of this study was to perform proton magnetic resonance spectroscopy (1H-MRS) at 7 Tesla (7 T) in the NAc of individuals phenotyped for anxiety (state, trait and social) and self-perceived situational stress, with a focus on glutamate, glutamine, GABA and taurine.
Section snippets
Participants
Thirty-eight healthy males, 20–30 years old, from the University of Lausanne and the Ecole Polytechnique Fédérale de Lausanne (EPFL) were recruited for the study. All participants gave informed consent before participating and were debriefed after the experiment. The Cantonal Ethics Committee of Vaud, Switzerland, approved the study protocol. Phenotypic assessments and MRS measurements for neurochemical assessment were performed on two different days for the two brain regions, i.e. a first
Localized single-voxel 1H-MR spectra
NAc VOI tissue fractions of 85 ± 4% GM, 12 ± 5% WM, and 2 ± 3% CSF were obtained by MP2RAGE image segmentation. A typical in vivo 1H-MR spectrum of the NAc and its LCModel fit are shown in Fig. 1(B). Twenty-eight min acquisition of 1H-MR spectra in the NAc (VOI = 1.82 ml) resulted in a spectral SNR of 72 ± 9. Optimizing 1st- and 2nd-order shims by FAST(EST)MAP resulted in FWHM of 0.048 ± 0.006 ppm. Concentrations and CRLBs of the NAc metabolites of interest are reported in Table S4, and
Discussion
In this 7 T 1H-MRS study of the human NAc, we report a marked positive correlation between trait anxiety and NAc taurine content, and a negative correlation between perceived situational stress and NAc GABA, while positive with the Glu/GABA ratio. Our finding linking NAc taurine concentrations with natural variations in trait anxiety in healthy humans seems remarkable, given the existence of studies in rodents (Chen et al., 2004, El Idrissi et al., 2009, Kong et al., 2006, Zhang and Kim, 2007)
Limitations
First, this study was carried out in 20–30 years-old male participants with a modest sample size, which limits the interpretation of the results to the general population. Thus, the reported associations should be further studied in a female sample and in older adults. Second, our results might be relevant for the development of more effective treatments for anxiety disorders, acute stress and to reduce sensations of physical fatigue. However, we notably conducted this study in healthy
Conclusions
This study shows for the first time an association between NAc taurine and GABA levels with trait anxiety and perceived acute stress in healthy individuals, suggesting the potential role of the NAc and these two metabolites in the pathophysiology of anxiety disorders. The observed negative relationship between NAc taurine and physical fatigue renders our study also relevant for models of human competitive performance.
Author disclosures
The authors report no biomedical financial interests or other potential conflicts of interest. This work was supported by grants from the Swiss National Science Foundation (CR20I3-146431; NCCR Synapsy grant number 51NF40-158776) and intramural funding from the EPFL.
Role of funding source: The funding sources had no additional role in study design, in the collection, analysis and interpretation of data, in the writing of the report or in the decision to submit the paper for publication.
Author
Conflict of interest
The authors report no biomedical financial interests or other potential conflicts of interest.
Acknowledgments
The authors thank Olivia Zanoletti for excellent technical assistance and Dr. Fiona Hollis for her input to the experimental design.
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2022, Current Opinion in Behavioral SciencesCitation Excerpt :Whereas the field of behavioral genetics has already successfully moved forward by switching to genome wide associations studies in huge samples of 100 000 s, it seems that a similar paradigmatic shift still needs to be defined and completed in research aiming to associate traits with measures of brain structure and function. It is a truism that personality traits must be somehow related to individual differences in features of the brain, but it is also entirely possible that we are approaching this from an inadequate perspective: Instead of simply looking at brain activity (patterns), other more complex features like network connectivity [e.g. Ref. 15] or neurochemical differences [e.g. Ref. 16]) could be more worthwhile targets. However, given the status quo, it is still too early to dismiss the idea that traits are related to individual differences in brain activity.
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Both the authors contributed equally to this work.