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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychiatry</journal-id>
<journal-title>Frontiers in Psychiatry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychiatry</abbrev-journal-title>
<issn pub-type="epub">1664-0640</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyt.2014.00173</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychiatry</subject>
<subj-group>
<subject>Perspective Article</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Allostasis as a Conceptual Framework Linking Bipolar Disorder and Addiction</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Pettorruso</surname> <given-names>Mauro</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x0002A;</xref>
<uri xlink:href="http://frontiersin.org/people/u/67978"/>
</contrib>
<contrib contrib-type="author">
<name><surname>De Risio</surname> <given-names>Luisa</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Di Nicola</surname> <given-names>Marco</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Martinotti</surname> <given-names>Giovanni</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://frontiersin.org/people/u/11484"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Conte</surname> <given-names>Gianluigi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Janiri</surname> <given-names>Luigi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://frontiersin.org/people/u/66029"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Neuroscience, Institute of Psychiatry and Clinical Psychology, Catholic University of Sacred Heart</institution>, <addr-line>Rome</addr-line>, <country>Italy</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Neuroscience and Imaging, Institute of Psychiatry, &#x0201C;G. d&#x02019;Annunzio&#x0201D; University of Chieti-Pescara</institution>, <addr-line>Chieti</addr-line>, <country>Italy</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Alain Dervaux, Centre Hospitalier Sainte-Anne, France</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Zachary A. Rodd, Indiana University School of Medicine, USA; Mauro Ceccanti, Sapienza University of Rome, Italy</p></fn>
<corresp content-type="corresp" id="cor1">&#x0002A;Correspondence: Mauro Pettorruso, Day Hospital di Psichiatria Clinica e Farmacodipendenze, Policlinico &#x0201C;A. Gemelli&#x0201D;, Largo A. Gemelli 8, Rome 00168, Italy e-mail: <email>mauro.pettorruso&#x00040;hotmail.it</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Addictive Disorders and Behavioral Dyscontrol, a section of the journal Frontiers in Psychiatry.</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>12</month>
<year>2014</year>
</pub-date>
<pub-date pub-type="collection">
<year>2014</year>
</pub-date>
<volume>5</volume>
<elocation-id>173</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>03</month>
<year>2014</year>
</date>
<date date-type="accepted">
<day>16</day>
<month>11</month>
<year>2014</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2014 Pettorruso, De Risio, Di Nicola, Martinotti, Conte and Janiri.</copyright-statement>
<copyright-year>2014</copyright-year>
<license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Bipolar disorders (BDs) and addictions constitute reciprocal risk factors and are best considered under a unitary perspective. The concepts of allostasis and allostatic load (AL) may contribute to the understanding of the complex relationships between BD and addictive behaviors. Allostasis entails the safeguarding of reward function stability by recruitment of changes in the reward and stress system neurocircuitry and it may help to elucidate neurobiological underpinnings of vulnerability to addiction in BD patients. Conceptualizing BD as an illness involving the cumulative build-up of allostatic states, we hypothesize a progressive dysregulation of reward circuits clinically expressed as negative affective states (i.e., anhedonia). Such negative affective states may render BD patients more vulnerable to drug addiction, fostering a very rapid transition from occasional drug use to addiction, through mechanisms of negative reinforcement. The resulting addictive behavior-related ALs, in turn, may contribute to illness progression. This framework could have a heuristic value to enhance research on pathophysiology and treatment of BD and addiction comorbidity.</p>
</abstract>
<kwd-group>
<kwd>bipolar disorders</kwd>
<kwd>addiction vulnerability</kwd>
<kwd>allostasis and allostatic load</kwd>
<kwd>comorbidity</kwd>
<kwd>hedonic tone and anhedonia</kwd>
<kwd>dopaminergic system</kwd>
<kwd>reward system</kwd>
<kwd>CRF/HPA axis and stress system</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="143"/>
<page-count count="10"/>
<word-count count="8779"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="introduction">
<title>Introduction</title>
<p>Bipolar disorder (BD) is a severe, often chronic condition with lifetime prevalence rates of up to 6.5% for bipolar spectrum disorders in the general population (<xref ref-type="bibr" rid="B1">1</xref>). BD patients frequently report co-occurring substance-use disorders (SUDs) and behavioral addictions (<xref ref-type="bibr" rid="B1">1</xref>&#x02013;<xref ref-type="bibr" rid="B5">5</xref>). The rates of alcohol and other SUDs are significantly higher in subjects with BD than in the general population (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B6">6</xref>). The co-occurrence of BD and addiction has important clinical implications (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B7">7</xref>). Bipolar patients with comorbid conditions present with a more severe course of illness (<xref ref-type="bibr" rid="B8">8</xref>), characterized by an overall worse clinical picture (<xref ref-type="bibr" rid="B9">9</xref>), poorer treatment outcome (<xref ref-type="bibr" rid="B10">10</xref>&#x02013;<xref ref-type="bibr" rid="B12">12</xref>), higher suicidality (<xref ref-type="bibr" rid="B13">13</xref>), and mortality (<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>Several studies have aimed to identify the endophenotypical features predisposing to the development of addiction in the general population, as well as in the context of BD. These studies focused on genetic vulnerability, impulsive traits, and decision-making impairment (<xref ref-type="bibr" rid="B15">15</xref>&#x02013;<xref ref-type="bibr" rid="B19">19</xref>).</p>
<p>The aim of this paper is to present the possible contribution of the concept of allostasis as a framework linking BD and addiction. We hypothesize that the concepts of allostasis and allostatic load (AL) may contribute to the understanding of the complex relationships between BD and addictive behaviors (<xref ref-type="bibr" rid="B20">20</xref>&#x02013;<xref ref-type="bibr" rid="B22">22</xref>). Allostasis entails the safeguarding of reward function stability by recruitment of changes in the reward and stress system neurocircuitry (<xref ref-type="bibr" rid="B21">21</xref>) and it may help to elucidate neurobiological underpinnings of vulnerability to addiction in BD patients.</p>
</sec>
<sec id="S2" sec-type="methods">
<title>Methods</title>
<p>Computerized database, i.e., PubMed, Psycinfo, Cochrane Library were searched using the following terms: &#x0201C;allostasis,&#x0201D; &#x0201C;AL,&#x0201D; &#x0201C;reward,&#x0201D; &#x0201C;hedonic tone,&#x0201D; &#x0201C;stress system&#x0201D; cross-referenced with &#x0201C;BD,&#x0201D; &#x0201C;addiction,&#x0201D; and &#x0201C;SUDs.&#x0201D; The results of this search are presented in this article, and examined in light of a unifying hypothesis with a potential heuristic value to inform and provide direction to future research in this intriguing area.</p>
</sec>
<sec id="S3">
<title>Relevance of Allostasis in BD and Addiction Field</title>
<sec id="S3-1">
<title>Bipolar disorders</title>
<p>Bipolar disorders is a complex and multifactorial disease, with genetic and environmental factors contributing to its clinical expression (<xref ref-type="bibr" rid="B23">23</xref>). BD can also be conceptualized as an illness involving the cumulative build-up of allostatic states, whereas AL progressively increases as stressors and mood episodes occur over time (<xref ref-type="bibr" rid="B24">24</xref>). Indeed, it has been postulated that mood episodes function as allostatic states, generating a load that is responsible for illness progression commonly seen in BD (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). AL may contribute to a better understanding of BD, particularly of inter-episodic phenomena such as vulnerability to stress, cognitive symptoms (<xref ref-type="bibr" rid="B26">26</xref>), and higher physical comorbidity rates (<xref ref-type="bibr" rid="B24">24</xref>). BD patients present with alterations in major mediators of AL. They exhibit for instance, persistent dysregulation of the hypothalamic-pituitary-adrenocortical (HPA) axis, circadian rhythm disturbances, altered immunity as well as pro-inflammatory and oxidative stress states [please refer to the review Kapczinski et al. (<xref ref-type="bibr" rid="B24">24</xref>)]. Neurotrophic factors play an important role in maintaining a physiological brain function. They have been shown to be modulated by environmental events in various psychopathological conditions (<xref ref-type="bibr" rid="B27">27</xref>), and their role has been confirmed also in pathophysiology and staging of BD (<xref ref-type="bibr" rid="B28">28</xref>&#x02013;<xref ref-type="bibr" rid="B31">31</xref>).</p>
<p>These alterations are greater during the acute stages of the disease, but remain sub-threshold even during remission (<xref ref-type="bibr" rid="B24">24</xref>). When mediators of allostasis &#x02013; essential for brain functioning and protection &#x02013; are driven by mechanisms of homeostatic dysregulation, they act in excess and damage brain tissue (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>), which is particularly vulnerable to the harmful effects of the AL [i.e., oxidative stress (<xref ref-type="bibr" rid="B34">34</xref>)]. Impairment in the stress response has been acknowledged as a core feature of BD clinical expression, as well as having a central role in the concept of AL (<xref ref-type="bibr" rid="B23">23</xref>). Although the exact mechanisms, by which stress exerts its effect on the brain, remain largely unknown, the HPA axis is one of the main stress response systems activated with the objective to maintain stress adaptation for as long as it is necessary (<xref ref-type="bibr" rid="B23">23</xref>). The HPA axis is clearly altered in mood disorders, as well as in BD (<xref ref-type="bibr" rid="B35">35</xref>&#x02013;<xref ref-type="bibr" rid="B38">38</xref>). Glucocorticoids play an important role in the process whereby the mediators of allostasis interact with neurotransmitter systems and brain peptides resulting in neuroplastic alterations in the hippocampus, amygdala, and prefrontal cortex (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>). The role of stress in triggering mood episodes is well established, particularly in the early stages of illness (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>). It has been hypothesized that early life stress could affect the endocrine system, producing a stable reprograming of HPA axis (<xref ref-type="bibr" rid="B43">43</xref>), leading to an impairment in brain area involved in emotional processing (<xref ref-type="bibr" rid="B44">44</xref>). Alterations in emotional processing involving amygdala circuitry and are related to BD symptoms in several ways. Evidence from amygdala-dependent tasks points to a dysregulation of amygdala-related neurocircuitry in BD patients (<xref ref-type="bibr" rid="B45">45</xref>). These alterations render BD patients more prone to trigger AL (<xref ref-type="bibr" rid="B23">23</xref>), through a greater stress vulnerability.</p>
</sec>
<sec id="S3-2">
<title>Addiction</title>
<p>Drug addiction can be conceptualized as a stress-surfeit disorder (<xref ref-type="bibr" rid="B46">46</xref>). It is characterized by the occurrence of an allostatic state in the brain reward system, reflected in a chronic deviation of reward thresholds (<xref ref-type="bibr" rid="B46">46</xref>&#x02013;<xref ref-type="bibr" rid="B48">48</xref>). An allostatic state reflects a new balance, a state of chronic deviation of the regulatory system from its normal (homeostatic) operating level to a pathological (allostatic) operating level (<xref ref-type="bibr" rid="B47">47</xref>). From a drug addiction perspective, repeated compromised activity in the dopaminergic system and sustained activation of the corticotropin-releasing factor (CRF) system may lead to an AL that contributes significantly to the transition from occasional drug use to drug addiction (<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B50">50</xref>). This model may be applied to pathological gambling as well (<xref ref-type="bibr" rid="B51">51</xref>). The transition from occasional controlled drug use to loss of control is endorsed by the emergence of negative affective states, resulting from the abovementioned allostatic dysregulations (i.e., the AL), with a shift from impulsivity to compulsivity and from positive reinforcement to negative reinforcement (<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B52">52</xref>).</p>
<p>Addiction implies dysregulation of the brain reward system (<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B53">53</xref>). Several studies highlighted that negative affective states are a result of the alteration of neurobiological elements central to reward and stress systems (<xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B55">55</xref>), in brain areas such as the ventral striatum and the extended amygdala (<xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B57">57</xref>). In addition to the reduction of dopaminergic and opioidergic functioning, dysregulation of reward is also mediated by the activation of brain stress systems (i.e., CRF), in the areas of the extended amygdala (<xref ref-type="bibr" rid="B57">57</xref>). Stress system alterations have been observed in both the acute and chronic phases of addiction, and seem to play a role in determining reward dysregulation (<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B54">54</xref>). Acute withdrawal raises the threshold for reward, leads to an increase in dysphoric symptoms as well as an increase of CRF levels in the amygdala (<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B58">58</xref>). These changes result from sensitization of the brain stress system in response to the phenomena of abstinence, and persist for a long period of time following cessation of drug intake [protracted withdrawal (<xref ref-type="bibr" rid="B59">59</xref>)]. Protracted withdrawal symptoms are related to the compulsivity characterizing addictive disorders, and are factors involved in determining relapse. In addition to CRF, other mediators (norepinephrine, dynorphin, and neuropeptide Y) have been investigated and found to play a role in the transition from impulsivity to compulsivity (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B60">60</xref>). As a whole, these elements constitute the brain stress system of the extended amygdala, a counter-adaptive system that interacts with the reward system and determine its reduced function (<xref ref-type="bibr" rid="B48">48</xref>).</p>
</sec>
</sec>
<sec id="S4">
<title>Neurobiological Issues of BD-SUD Comorbidity</title>
<p>A complete review of neurobiological features in BD-SUD comorbidity is beyond the purpose of this paper. Familial and illness course characteristics of BD and addictive disorders, as well as shared underlying mechanisms suggest potentially important genetic overlap (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B61">61</xref>, <xref ref-type="bibr" rid="B62">62</xref>). Preliminary findings hint at the existence of a shared genetic vulnerability for BD and SUDs (<xref ref-type="bibr" rid="B15">15</xref>). Johnson et al. (<xref ref-type="bibr" rid="B63">63</xref>) found convergent genome-wide association results for BD and SUDs. Products of one group of these genes are likely to play substantial roles in the initial and/or plasticity-related &#x0201C;wiring&#x0201D; of the brain (<xref ref-type="bibr" rid="B63">63</xref>). A second group of genes is the family of clock genes, implicated in the regulation of behavioral and physiological periodicity (<xref ref-type="bibr" rid="B19">19</xref>). Recently, a significant genetic overlap between candidate genes for both alcoholism and BD was found (<xref ref-type="bibr" rid="B64">64</xref>, <xref ref-type="bibr" rid="B65">65</xref>), by using the <sc>d</sc>-box binding protein knockout mouse, a stress-reactive animal model developed consistently with allostasis and stress-surfeit theory of addiction (<xref ref-type="bibr" rid="B46">46</xref>).</p>
<p>To date, no studies have specifically investigated neuroimaging correlates in comorbid BD&#x02013;SUD patients. Several studies describe putative mechanisms involved in BD vulnerability to addiction. Structural imaging studies in BD patients found volume reductions in prefrontal cortex [PFC (<xref ref-type="bibr" rid="B66">66</xref>)], which is involved in encoding incentive information (<xref ref-type="bibr" rid="B67">67</xref>). During Iowa gambling task (IGT), BD patients showed abnormalities in the dorsal and ventral PFC, while lateral temporal and polar regions displayed increased activation (<xref ref-type="bibr" rid="B68">68</xref>). Jogia et al. (<xref ref-type="bibr" rid="B69">69</xref>) confirmed these observations and also reported a greater activation in the anterior cingulate cortex of BD patients performing the IGT and in the insula during the n-back working memory task. Reduced functioning of the dopamine transporter (DAT) has been linked to BD (<xref ref-type="bibr" rid="B70">70</xref>&#x02013;<xref ref-type="bibr" rid="B72">72</xref>). Animal models may provide insight into the role of the dopaminergic system in risk-taking behavior. Mice with reduced DAT functioning exhibit a behavioral profile consistent with manic patients and increased risk-taking behavior during a mouse version of the IGT (<xref ref-type="bibr" rid="B70">70</xref>). Evidence from these animal model studies and translational human research in BD subjects (<xref ref-type="bibr" rid="B73">73</xref>, <xref ref-type="bibr" rid="B74">74</xref>), allows us to hypothesize that system-related change involving functioning of the dopamine system play a role in impulsive choice, risk-taking behavior, and reward, thus help guiding future studies in BD&#x02013;SUD subjects.</p>
</sec>
<sec id="S5">
<title>Allostatic Dysregulation of Reward Might Underpin Bipolar Vulnerability to Addiction</title>
<p>Dopaminergic mechanisms are likely to play a key role in the understanding of the pathophysiology of BD and the clinical phenomena of mania and depression have previously been conceptualized in terms of an increase or a decrease in dopaminergic function, respectively (<xref ref-type="bibr" rid="B75">75</xref>, <xref ref-type="bibr" rid="B76">76</xref>). Also, converging lines of evidence suggest that dopamine is a key neurotransmitter mediating hedonic allostasis in drug and behavioral addictions (<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B77">77</xref>). From a neurobiological perspective, a central dopaminergic dysfunction has been widely proposed as a neurobiological correlate of anhedonia (<xref ref-type="bibr" rid="B78">78</xref>). Different studies suggest anhedonia as a key symptom in addictive disorders, both as part of a withdrawal syndrome and as a relevant factor involved in relapses (<xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B79">79</xref>). In addition to dopamine, other neurotransmitters are believed to encode the hedonic experience [endogenous opioids, serotonin (<xref ref-type="bibr" rid="B80">80</xref>)], while long-lasting alterations involving cue-induced craving and relapse are thought to result from neuroplastic changes in glutamatergic circuitry (<xref ref-type="bibr" rid="B81">81</xref>&#x02013;<xref ref-type="bibr" rid="B83">83</xref>).</p>
<p>Several studies provide support for reward dysregulation accounts in BD (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B84">84</xref>&#x02013;<xref ref-type="bibr" rid="B95">95</xref>) (Table <xref ref-type="table" rid="T1">1</xref>), characterizing neural dynamics underlying inter-temporal reward processing (<xref ref-type="bibr" rid="B90">90</xref>). Possibly emotional dysregulation present in BD is related to hypersensitivity to reward-relevant stimuli (<xref ref-type="bibr" rid="B93">93</xref>). Impulsive and unsafe decision-making in BD is linked to decreased sensitivity to emotional contexts involving rewards or punishments, possibly reflecting altered appraisal of prospective gains and losses associated with certain behaviors (<xref ref-type="bibr" rid="B89">89</xref>). It has been proposed that anhedonia could be mediated by a change in reward sensitivity (<xref ref-type="bibr" rid="B78">78</xref>), which has different behavioral consequences involving either stress-related and dopaminergic processes (<xref ref-type="bibr" rid="B96">96</xref>). In BD, sustained allostatic states and the consequent cumulative brain damage resulting from increased AL may play a part in the occurrence of negative affective states (i.e., anhedonia) that persist even during periods of remission (<xref ref-type="bibr" rid="B84">84</xref>). Counter-adaptive processes, such as opponent process that are part of the normal homeostatic limitation of reward function (<xref ref-type="bibr" rid="B55">55</xref>) fail to return within the normal homeostatic range and are hypothesized to repeatedly drive the allostatic state [decreased dopamine and opioid peptide function, increased CRF activity (<xref ref-type="bibr" rid="B49">49</xref>)]. This allostatic state is hypothesized to be reflected in a chronic deviation of reward set point that is fueled, not only by dysregulation of reward circuits <italic>per se</italic> but also by recruitment of brain and hormonal stress responses.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p><bold>Reward-system alterations and vulnerability to addiction in euthymic bipolar patients</bold>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left">Aim</th>
<th align="left">Methods</th>
<th align="left">Sample</th>
<th align="left">Results</th>
<th align="left">Comments</th>
<th align="left">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Trait-related decision-making impairment</td>
<td valign="top" align="left">IGT, sensitivity-to-punishment index</td>
<td valign="top" align="left">167 BD (45 mania, 32 depressed, 90 euthymic), 150 HC</td>
<td valign="top" align="left">Manic, depressed, and euthymic BPs selected significantly more cards from the risky decks than HC. BD preferred decks that yielded infrequent penalties over those yielding frequent penalties.</td>
<td valign="top" align="left">BD have a trait-related impairment in decision-making that does not vary across illness phase, predicted by high depressive scores</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B16">16</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Decision-making deficits; temporal discounting of reward</td>
<td valign="top" align="left">Delay discounting task</td>
<td valign="top" align="left">22 BD, 21 SZ, 30 HC</td>
<td valign="top" align="left">BD and SZ groups discounted delayed rewards more steeply than did the healthy group (even after controlling for current substance use). Working memory or intelligence scores negatively correlated with discounting rate.</td>
<td valign="top" align="left">BD patients value smaller, immediate rewards more than larger, delayed rewards</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">18</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Neural mechanisms related to motivation</td>
<td valign="top" align="left">fMRI, probabilistic reversal learning task</td>
<td valign="top" align="left">19 BD, 19 HC, 22 relatives, 22 HC</td>
<td valign="top" align="left">Increased activation in response to reward and reward reversal contingencies in the left medial orbitofrontal cortex in BD. Activation of the amygdala in response to reward reversal was increased.</td>
<td valign="top" align="left">Increased activity of OFC and amygdala, related to heightened sensitivity to reward and deficient prediction error signal</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B45">45</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Functional brain abnormalities during reward and working memory processing</td>
<td valign="top" align="left">fMRI, IGT, n-back task</td>
<td valign="top" align="left">36 BD, 37 HC</td>
<td valign="top" align="left">BD showed inefficient engagement within the ventral frontopolar prefrontal cortex with segregation along the medial&#x02013;lateral dimension for reward and working memory processing, respectively. Greater activation in the anterior cingulate cortex during the IGT and in the insula during the n-back task.</td>
<td valign="top" align="left">Over-activation in regions involved in emotional arousal is present even in tasks that do not typically engage emotional systems</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B69">69</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Hedonic capacity</td>
<td valign="top" align="left">SHAPS, SANS-An, VAS-HC</td>
<td valign="top" align="left">107 BD, 86 MDD, 106 HC</td>
<td valign="top" align="left">SHAPS, SANS-An, and VAS scores significantly higher in affective disorder patients. 20.5% of BDs showed significant reduction in hedonic capacity</td>
<td valign="top" align="left">Reduced hedonic capacity persists irrespective of mood state</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B84">84</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Relationship between SUD and overweight-obesity</td>
<td valign="top" align="left">Data from CCHS, BMI</td>
<td valign="top" align="left">36,984 individuals</td>
<td valign="top" align="left">Overweight/obese bipolar individuals had a lower rate of SUD than the normal weight sample (13 vs. 21%). BD&#x02009;&#x0002B;&#x02009;SUD had a lower rate of overweight/obesity when compared with BD non-SUD (39 vs. 54%)</td>
<td valign="top" align="left">Comorbid addictive disorders may compete for the same brain reward systems</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B85">85</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Neural correlates of reward and decision-making</td>
<td valign="top" align="left">IGT, RDMUR, ERP-assessed RDGT</td>
<td valign="top" align="left">13 BD, 12 ADHD, 25 HC</td>
<td valign="top" align="left">BD group showed a pattern of enhanced &#x02018;learning by feedback&#x02019; and &#x02018;sensitivity to reward magnitude&#x02019; regardless of valence. This ERP pattern was associated with mood and inhibitory control. Reduced responses of the cingulate cortex to the valence and magnitude of rewards in BD.</td>
<td valign="top" align="left">Altered decision-making process in BD with the involvement of cingulate cortex</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B86">86</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Impulsivity</td>
<td valign="top" align="left">BIS-11, stop signal task, delayed reward task, continuous performance task</td>
<td valign="top" align="left">108 BD1 (1-year FU), 48 HC</td>
<td valign="top" align="left">At baseline (manic/mixed state), BD demonstrated significant deficits on all three tasks. Performance on the three behavioral tasks normalized upon switching to depression or developing euthymia. Elevated BIS-11 scores persist across phases of illness.</td>
<td valign="top" align="left">Impulsivity has both affective-state dependent and trait components in BD.</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B87">87</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Dysfunctional reward processing</td>
<td valign="top" align="left">Probabilistic reward task</td>
<td valign="top" align="left">18 BD, 25 HC</td>
<td valign="top" align="left">BD showed a reduced and delayed acquisition of response bias toward the more frequently rewarded stimulus</td>
<td valign="top" align="left">Dysfunctional reward learning in situations requiring integration of reinforcement information in BD</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B88">88</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Risky decision-making (rewards vs punishments)</td>
<td valign="top" align="left">Risky decision-making task</td>
<td valign="top" align="left">20 BD-2, DF, 20 HC</td>
<td valign="top" align="left">The BD participants overestimated the number of bad outcomes arising out of positively framed dilemmas. Risky choice in BD is associated with reduced sensitivity to emotional contexts that highlight rewards or punishments.</td>
<td valign="top" align="left">In BD, altered valuations of prospective gains and losses associated with behavioral options.</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B89">89</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Neural correlates of hypersensitivity to immediate reward</td>
<td valign="top" align="left">(1) Two choice impulsivity paradigm (2) Delay discounting task, EEG</td>
<td valign="top" align="left">1) 32 subjects 2) 32 subjects</td>
<td valign="top" align="left">(1) The hypomania-prone group made significantly more immediate choices than the control group. (2) The hypomania-prone group evidenced greater differentiation between delayed and immediate outcomes in early attention-sensitive (N1) and later reward-sensitive (feedback-related negativity) components.</td>
<td valign="top" align="left">Provide support for reward dysregulation accounts of BD, characterizing neural dynamics underlying inter-temporal reward processing</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B90">90</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Substance sensitivity and sensation seeking</td>
<td valign="top" align="left">SCID-I, SCI-SUBS</td>
<td valign="top" align="left">57 BD1-SUD, 47 BD1, 35 SUD, 50 HC</td>
<td valign="top" align="left">BD&#x02009;&#x0002B;&#x02009;SUD and SUD have higher scores on self-medication, substance sensitivity and sensation seeking. No differences in reasons for substance use between BD&#x02009;&#x0002B;&#x02009;SUD and SUD (improving mood; relieving tension; alleviating boredom; achieving/maintaining euphoria; increasing energy).</td>
<td valign="top" align="left">In BD patients, substance sensitivity and sensation seeking traits are possible factors associated with SUD development</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B91">91</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Reward sensitivity and positive affect</td>
<td valign="top" align="left">RPA; RRI; BQL-BD</td>
<td valign="top" align="left">90 BD1, 72 HC</td>
<td valign="top" align="left">The majority of BD-1 reported avoiding at least one rewarding activity as a means of preventing mania. Lower quality of life related to dampening positive emotions.</td>
<td valign="top" align="left">People with BD-1 report avoiding rewarding activities and dampening positive emotion</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B92">92</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Neural correlates of hypersensitivity to reward</td>
<td valign="top" align="left">fMRI, anticipation and outcome reward task</td>
<td valign="top" align="left">21 BD1, 20 HC</td>
<td valign="top" align="left">BD displayed greater ventral striatal and right-sided OFC (BA 11) activity during anticipation, but not outcome, of monetary reward. BD also displayed elevated left-lateral OFC (BA 47) activity during reward anticipation</td>
<td valign="top" align="left">Elevated ventral striatal and OFC activity during reward anticipation as a mechanism underlying predisposition to hypo/mania in response to reward-relevant cues.</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B93">93</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Sensitivity to positive and negative feedback</td>
<td valign="top" align="left">Learning task (positive/negative feedback)</td>
<td valign="top" align="left">23 BD1, 19 MD, 19 HC</td>
<td valign="top" align="left">The quality of the last affective episode was the only significant predictor. BD1 patients who last experienced a manic episode learned well from positive but not negative feedback, whereas BD1 patients who last experienced a depressive episode showed the opposite pattern</td>
<td valign="top" align="left">Differences in response to positive and negative consequences carrying over into the euthymic state are related to the polarity of the preceding episode</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B94">94</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Motivational aspects of decision-making in relation to reward and punishment</td>
<td valign="top" align="left">IGT</td>
<td valign="top" align="left">28 BD (14 acute and 14 remitted) 25 HC</td>
<td valign="top" align="left">Acute BD were characterized by the tendency to make erratic choices. Low choice consistency improved the prediction of acute BD beyond that provided by cognitive functioning and self-report measures of personality and temperament.</td>
<td valign="top" align="left">Low choice consistency in BD patients</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B95">95</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>BD, bipolar disorder; SZ, schizophrenia; HC, healthy controls; SUD, substance-use disorder; SCID-I, structured clinical interview for DSM-IV axis I disorders; SCI-SUBS, structured clinical interview for the spectrum of substance use; DF, drug-free; SHAPS, Snaith&#x02013;Hamilton pleasure scale; SANS-An, scale for the assessment of negative symptoms, subscale for anhedonia/asociality; VAS-HC, visual analog scale for hedonic capacity; BIS-11, Barratt Impulsiveness Scale; RPA, responses to positive affect measure; BQL-BD, brief quality of life in bipolar disorder scale; RRI, reward responses inventory; IGT, Iowa gambling task; RDMUR, task of rational decision-making under risk; RDGT, rapid-decision gambling task; ERP, event-related potentials; fMRI, functional magnetic resonance imaging; EEG, electroencephalography; CCHS, Canadian Community Health Survey-Mental Health and Well-Being; OFC, orbitofrontal cortex; BA, Brodmann area; FU, follow-up</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>Altered functioning of the HPA axis may hold clues to the nature of the motivational changes accompanying addiction and vulnerability to addiction (<xref ref-type="bibr" rid="B97">97</xref>). Pre-existing alterations in frontal&#x02013;limbic interactions with the HPA may reflect addiction-proneness, as shown in studies of offspring of alcohol- and drug-abusing parents (<xref ref-type="bibr" rid="B98">98</xref>). Alterations in the CRF/HPA axis may exert effects on the corticostriatal-limbic motivational, learning, and adaptation systems that include mesolimbic dopamine, glutamate, and gamma-amino-butyric acid (GABA) pathways (<xref ref-type="bibr" rid="B97">97</xref>), representing the underlying pathophysiology associated with stress-related risk of addiction.</p>
<p>The effects of these allostatic changes in the mesocorticolimbic brain system and in CRF/HPA axis contribute to the underlying pathophysiology associated with stress-related risk of addiction in BD (<xref ref-type="bibr" rid="B99">99</xref>). In BD patients, we hypothesize that the hedonic response to an acute drug administration occurs on a pre-existing allostatic dysregulation of the dopamine and CRF system. BD-related allostatic alterations in reward and stress systems thereby constitute vulnerability factors to the development of addiction in subjects exposed to occasional drug use. The failure to self-regulate these systems, determined by the collective contribution of endogenous factors linked to BD and of exogenous substances, results in an AL leading to a facilitated transition to drug addiction.</p>
<p>Dysphoria triggers drug intake, accompanied by an intense activity of the dopaminergic system and followed by a compensatory decrease in the dopaminergic system and increase in the CRF system to re-establish the allostatic set point. Such negative affective states may render BD patients more vulnerable to drug addiction, favoring a very rapid transition from occasional, recreational drug use to compulsive, pathological, drug dependence. The resulting addictive behavior-related ALs, in turn, may contribute to illness progression (Figure <xref ref-type="fig" rid="F1">1</xref>).</p>
<fig position="float" id="F1">
<label>Figure 1</label>
<caption><p><bold>Allostatic alterations in bipolar disorder and vulnerability to addiction</bold>. Throughout the involvement of enduring alterations in stress- and reward-system, BD patients could experience a rapid transition from occasional drug use to drug addiction. The occurrence of negative affective states mediate the switch from impulsivity to compulsivity in bipolar patients. Cumulative effects of mood episodes and substance use on stress system have been hypothesized.</p></caption>
<graphic xlink:href="fpsyt-05-00173-g001.tif"/>
</fig>
</sec>
<sec id="S6">
<title>Clinical Implications and Future Perspectives</title>
<p>Converging data from addiction and BD studies suggest that these disorders involve similar allostatic processes, and allostasis can contribute to unify these disorders under a unitary perspective. In this context, the concepts of allostasis and AL provide both a pathophysiological model for the understanding of BD-addiction comorbidity and a new perspective for the development of novel therapeutic strategies for the treatment of comorbid patients (<xref ref-type="bibr" rid="B100">100</xref>, <xref ref-type="bibr" rid="B101">101</xref>).</p>
<p>Allostatic alterations in brain reward system could render BD patients more vulnerable to drug addiction, favoring a very rapid transition from occasional, recreational drug use to compulsive, pathological, and drug dependence. This framework allows us to explain the high comorbidity rate between these disorders (<xref ref-type="bibr" rid="B2">2</xref>), as well as its relevance in early-onset patients (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B102">102</xref>). Furthermore, it enables us to identify the factors of vulnerability to addiction in inter-episode periods as well (i.e., sub-threshold reward-system dysfunctions) (<xref ref-type="bibr" rid="B84">84</xref>). A more accurate monitoring of comorbidity-risk (<xref ref-type="bibr" rid="B103">103</xref>), coupled with the inclusion of specific tools for the assessment of hedonic tone, may contribute to early intervention on addiction-vulnerability factors and to initiate primary prophylaxis for substance misuse in youth suffering from BD with high-risk for addiction (<xref ref-type="bibr" rid="B104">104</xref>&#x02013;<xref ref-type="bibr" rid="B106">106</xref>).</p>
<p>Currently, accruing evidence suggests that mood alteration episodes increase the risk of substance use (<xref ref-type="bibr" rid="B107">107</xref>, <xref ref-type="bibr" rid="B108">108</xref>). Patients with dual disorders are more likely to use substances to self-regulate perceived internal factors (<xref ref-type="bibr" rid="B109">109</xref>, <xref ref-type="bibr" rid="B110">110</xref>). SUD comorbidity in BD patients was preceded by greater manic symptoms in the previous period (<xref ref-type="bibr" rid="B104">104</xref>), as well as the persistence of depressive symptoms was associated with higher craving and increased risk to develop substance dependence (<xref ref-type="bibr" rid="B104">104</xref>, <xref ref-type="bibr" rid="B108">108</xref>). Moreover, in gambling disorder (GD) patients depressive symptoms predicted gambling urges and duration (<xref ref-type="bibr" rid="B111">111</xref>). Allostasis framework enables us to extend the self-medication theory (<xref ref-type="bibr" rid="B112">112</xref>) beyond the established clinical domains, increasing the understanding of the interactions between BD symptoms and substance use. For instance, euthymic bipolar patients are more likely to experience cognitive impairment (deficits in measures of executive functions, verbal learning, immediate and delayed verbal memory, abstraction, sustained attention) (<xref ref-type="bibr" rid="B113">113</xref>). Cannabis abuse seems to positively affect cognitive function in a BD sample (<xref ref-type="bibr" rid="B114">114</xref>), and it may represent an attempt to counterbalance these alterations, even though causing an increased risk of rapid cycling and an earlier onset of manic episodes (<xref ref-type="bibr" rid="B114">114</xref>, <xref ref-type="bibr" rid="B115">115</xref>).</p>
<p>Practitioners should be particularly vigilant in monitoring for substance misuse early after the onset of mood disorders, as well as they should be aware of personality traits related to the risk of addiction, in particular antisocial and schizotypal personality disorder (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B116">116</xref>). The existence of additional risk factors [i.e., ADHD (<xref ref-type="bibr" rid="B117">117</xref>)] for the development of a BD-SUD comorbidity is controversial (<xref ref-type="bibr" rid="B105">105</xref>, <xref ref-type="bibr" rid="B118">118</xref>). Combined with a specific role of traumatic stress as independent vulnerability-factor (<xref ref-type="bibr" rid="B99">99</xref>, <xref ref-type="bibr" rid="B119">119</xref>), these elements contribute to the build-up of a cumulative AL. Clinicians can therefore incorporate specific therapy approaches for dual disorders (<xref ref-type="bibr" rid="B120">120</xref>&#x02013;<xref ref-type="bibr" rid="B122">122</xref>) to target adherence weaknesses (<xref ref-type="bibr" rid="B123">123</xref>) and to enhance the effects of existing treatments.</p>
<p>Given the notion that exposure to stress or drugs leads to enduring changes in gene expression or activation of transcription factors, determining long-term neuroadaptation of brain functions, a promising field of future research could involve the detection of valuable markers of AL (<xref ref-type="bibr" rid="B124">124</xref>). In fact, markers of AL could contribute to prevention strategy (<xref ref-type="bibr" rid="B105">105</xref>, <xref ref-type="bibr" rid="B116">116</xref>, <xref ref-type="bibr" rid="B125">125</xref>); moreover, they could improve clinical monitoring and prognostic assessment of comorbid patients.</p>
<p>The clinical management of BD-SUD subjects requires a careful distinction between mood and withdrawal/intoxication symptoms (<xref ref-type="bibr" rid="B126">126</xref>, <xref ref-type="bibr" rid="B127">127</xref>). Neuroimaging studies indicate that brain regions involved in mood regulation lie in close proximity to regions involved in motivation and craving (<xref ref-type="bibr" rid="B128">128</xref>). The complex interplay between addiction and BD domains, mediated by the involvement of similar neurobiological systems, requires further studies to better delineate how BD and SUD operate as reciprocal risk factors (<xref ref-type="bibr" rid="B105">105</xref>, <xref ref-type="bibr" rid="B129">129</xref>). Recently, it has been proposed to focus on some clinical domain by using strategies aimed to treat both disorders simultaneously (<xref ref-type="bibr" rid="B101">101</xref>, <xref ref-type="bibr" rid="B130">130</xref>). Besides reducing the recurrence of affective episodes, and exerting neuroprotective, mood stabilizers have been recently shown to have anti-anhedonic properties (<xref ref-type="bibr" rid="B131">131</xref>&#x02013;<xref ref-type="bibr" rid="B134">134</xref>) with potential utility in the treatment of comorbid conditions (<xref ref-type="bibr" rid="B135">135</xref>&#x02013;<xref ref-type="bibr" rid="B141">141</xref>). In addition, glutamatergic agents have been demonstrated to be effective in the treatment of both mood (<xref ref-type="bibr" rid="B142">142</xref>) and addictive disorders (<xref ref-type="bibr" rid="B82">82</xref>, <xref ref-type="bibr" rid="B143">143</xref>); furthermore, they have been recently proposed as a valuable therapeutic option in the treatment of comorbid patients (<xref ref-type="bibr" rid="B139">139</xref>).</p>
<p>Future studies aimed at assessing brain AL in patients with BD and addiction comorbidity may help to shed light on the complex interactions underlying neurobiological vulnerability to these disorders and to improve their treatment options. Early effective treatment strategies specifically devised for comorbid patients (<xref ref-type="bibr" rid="B104">104</xref>, <xref ref-type="bibr" rid="B125">125</xref>) could prevent, or possibly reverse, some of the neurobiological abnormalities and indicators of AL, thus potentially leading to numerous benefits for these patients.</p>
</sec>
<sec id="S7">
<title>Conflict of Interest Statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<sec id="S8">
<title>Abbreviations</title>
<p>AL, allostatic load; BD, bipolar disorder; CRF, corticotropin-releasing factor; GD, gambling disorder; HPA, hypothalamic-pituitary-adrenocortical (axis); SUD, substance-use disorder.</p>
</sec>
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