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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Physiol.</journal-id>
<journal-title>Frontiers in Physiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Physiol.</abbrev-journal-title>
<issn pub-type="epub">1664-042X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fphys.2017.00661</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Gly<sup>16</sup> Allele of the G16R Single Nucleotide Polymorphism in the &#x003B2;<sub><italic>2</italic></sub>-Adrenergic Receptor Gene Augments the Glycemic Response to Adrenaline in Humans</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Rokamp</surname> <given-names>Kim Z.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/100143/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Staals&#x000F8;</surname> <given-names>Jonatan M.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Zaar</surname> <given-names>Morten</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/451672/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Rasmussen</surname> <given-names>Peter</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/28288/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Petersen</surname> <given-names>Lonnie G.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/470189/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Nielsen</surname> <given-names>Rikke V.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Secher</surname> <given-names>Niels H.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/89613/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Olsen</surname> <given-names>Niels V.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Nielsen</surname> <given-names>Henning B.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/120041/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Anesthesia, Rigshospitalet, University of Copenhagen</institution> <country>Copenhagen, Denmark</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Neuroanesthesia, Rigshospitalet, University of Copenhagen</institution> <country>Copenhagen, Denmark</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Neuroscience and Pharmacology, University of Copenhagen</institution> <country>Copenhagen, Denmark</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Debra I. Diz, Wake Forest School of Medicine, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Robert Lee-Young, Monash University, Australia; Miles J. De Blasio, Baker Heart and Diabetes Institute, Australia</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Kim Z. Rokamp <email>kim.zillo.rokamp&#x00040;regionh.dk</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Integrative Physiology, a section of the journal Frontiers in Physiology</p></fn></author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>09</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>8</volume>
<elocation-id>661</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>12</month>
<year>2016</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>08</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Rokamp, Staals&#x000F8;, Zaar, Rasmussen, Petersen, Nielsen, Secher, Olsen and Nielsen.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Rokamp, Staals&#x000F8;, Zaar, Rasmussen, Petersen, Nielsen, Secher, Olsen and Nielsen</copyright-holder>
<license 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>Cerebral non-oxidative carbohydrate consumption may be driven by a &#x003B2;<sub>2</sub>-adrenergic mechanism. This study tested whether the 46G &#x0003E; A (G16R) single nucleotide polymorphism of the &#x003B2;<sub>2</sub>-adrenergic receptor gene (<italic>ADRB2</italic>) influences the metabolic and cerebrovascular responses to administration of adrenaline. Forty healthy Caucasian men were included from a group of genotyped individuals. Cardio- and cerebrovascular variables at baseline and during a 60-min adrenaline infusion (0.06 &#x003BC;g kg<sup>&#x02212;1</sup> min<sup>&#x02212;1</sup>) were measured by Model flow, near-infrared spectroscopy and transcranial Doppler sonography. Blood samples were obtained from an artery and a retrograde catheter in the right internal jugular vein. The <italic>ADRB2</italic> G16R variation had no effect on baseline arterial glucose, but during adrenaline infusion plasma glucose was up to 1.2 mM (CI<sub>95</sub>: 0.36&#x02013;2.1, <italic>P</italic> &#x0003C; 0.026) higher in the Gly<sup>16</sup> homozygotes compared with Arg<sup>16</sup> homozygotes. The extrapolated steady-state levels of plasma glucose was 1.9 mM (CI<sub>95</sub>: 1.0 &#x02013;2.9, <italic>P</italic><sub>NLME</sub> &#x0003C; 0.0026) higher in the Gly<sup>16</sup> homozygotes compared with Arg<sup>16</sup> homozygotes. There was no change in the cerebral oxygen glucose index and the oxygen carbohydrate index during adrenaline infusion and the two indexes were not affected by G16R polymorphism. No difference between genotype groups was found in cardiac output at baseline or during adrenaline infusion. The metabolic response of glucose during adrenergic stimulation with adrenaline is associated to the G16R polymorphism of <italic>ADRB2</italic>, although without effect on cerebral metabolism. The differences in adrenaline-induced blood glucose increase between genotypes suggest an elevated &#x003B2;<sub>2</sub>-adrenergic response in the Gly<sup>16</sup> homozygotes with increased adrenaline-induced glycolysis compared to Arg<sup>16</sup> homozygotes.</p></abstract>
<kwd-group>
<kwd>&#x003B2;<sub>2</sub>-adrenergic receptor gene</kwd>
<kwd>adrenergic &#x003B2;<sub>2</sub>-receptors</kwd>
<kwd>G16R</kwd>
<kwd>cardiac output</kwd>
<kwd>blood glucose</kwd>
<kwd>oxygenation glucose index</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="1"/>
<equation-count count="1"/>
<ref-count count="44"/>
<page-count count="10"/>
<word-count count="5988"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Cerebral energy metabolism at rest is provided almost exclusively by glucose and the molar ratio between the cerebral uptake of O<sub>2</sub> to that of glucose (the O<sub>2</sub>-glucose index; OGI) is close to 6 (Quistorff et al., <xref ref-type="bibr" rid="B29">2008</xref>). Adrenergic mechanisms influence cerebral energy metabolism (Bryan, <xref ref-type="bibr" rid="B2">1990</xref>). Adrenaline increases the cerebral non-oxidative carbohydrate consumption (Seifert et al., <xref ref-type="bibr" rid="B37">2009</xref>), presumably by a &#x003B2;<sub>2</sub> adrenergic mechanism because propranolol, a combined &#x003B2;<sub>1</sub>- and &#x003B2;<sub>2</sub>-adrenergic receptor antagonist, attenuates cerebral carbohydrate uptake (Schmalbruch et al., <xref ref-type="bibr" rid="B35">2002</xref>; Larsen et al., <xref ref-type="bibr" rid="B23">2008</xref>), whereas metoprolol, a selective &#x003B2;<sub>1</sub> adrenergic receptor antagonist, is without that effect (Dalsgaard et al., <xref ref-type="bibr" rid="B5">2004</xref>). During maximal whole body exercise, the cerebral oxygen carbohydrate index (OCI; cerebral uptake of O<sub>2</sub>/(glucose &#x0002B; 1/2 lactate) decreases from a resting value of &#x0007E;5.7 to reach a low value of 1.7 (Volianitis et al., <xref ref-type="bibr" rid="B43">2008</xref>) that is associated with high levels of plasma catecholamine (Holmqvist et al., <xref ref-type="bibr" rid="B14">1986</xref>; Nielsen, <xref ref-type="bibr" rid="B26">2003</xref>).</p>
<p>The &#x003B2;<sub>2</sub><italic>-</italic>adrenergic receptor is encoded by an intronless gene (<italic>ADRB2</italic>) located on chromosome 5 (5q31-32) that contains several single nucleotide polymorphisms (Leineweber et al., <xref ref-type="bibr" rid="B24">2004</xref>). The non-synonymous 46 G &#x0003E; A (G16R) single nucleotide polymorphism leading to an amino acid substitution of Gly16Arg segregates with hypertension and asthma (Zaugg and Schaub, <xref ref-type="bibr" rid="B44">2005</xref>; Sayers, <xref ref-type="bibr" rid="B34">2013</xref>) and homozygote Gly<sup>16</sup> subjects demonstrate a larger cardiac output (CO) both at rest and during exercise compared with homozygote Arg<sup>16</sup> subjects (Snyder et al., <xref ref-type="bibr" rid="B41">2006a</xref>; Rokamp et al., <xref ref-type="bibr" rid="B33">2013</xref>). Differences in phenotype may arise from a higher receptor density in homozygote Gly<sup>16</sup> subjects (Snyder et al., <xref ref-type="bibr" rid="B42">2006b</xref>). However, differences in phenotype may also be a result of differences in sensitivity to &#x003B2;-agonists, as the Arg<sup>16</sup> allele is associated with enhanced agonist-mediated desensitization (Dishy et al., <xref ref-type="bibr" rid="B8">2001</xref>) and attenuated blood flow during infusion of a &#x003B2;-agonist in the brachial artery (Garovic et al., <xref ref-type="bibr" rid="B11">2002</xref>). In contrast, Arg<sup>16</sup> homozygotes had increased &#x003B2;<sub><italic>2</italic></sub>-receptor sensitivity after hypoglycemia whereas no effect was seen in Gly<sup>16</sup> homozygotes (Schouwenberg et al., <xref ref-type="bibr" rid="B36">2011</xref>). Also, the G16R polymorphism has been associated with insulin resistance (Masuo et al., <xref ref-type="bibr" rid="B25">2005</xref>) and obesity (Daghestani et al., <xref ref-type="bibr" rid="B4">2012</xref>), albeit with inconsistent results (Gjesing et al., <xref ref-type="bibr" rid="B12">2009</xref>). Another polymorphisms in the &#x003B2;<sub><italic>2</italic></sub><italic>-</italic>adrenergic receptor gene of functional importance is the 79C &#x0003E; G Q27E and in contrast to the Arg<sup>16</sup> allele, the Glu27 allele is associated with increased agonist-mediated responsiveness in vasculature (Dishy et al., <xref ref-type="bibr" rid="B8">2001</xref>). The role of haplotypes within <italic>ADRB2</italic> is, however, not known, but Rokamp et al. (<xref ref-type="bibr" rid="B33">2013</xref>) found no impact of haplotypes on cardiac output.</p>
<p>The adrenaline driven increase in cerebral non-oxidative carbohydrate consumption (Seifert et al., <xref ref-type="bibr" rid="B37">2009</xref>), if mediated by a &#x003B2;<sub>2</sub> adrenergic mechanism, could be influenced by genetic polymorphism in the &#x003B2;<sub>2</sub><italic>-</italic>adrenergic receptor. We speculated that the difference in phenotype between Gly<sup>16</sup> homozygotes and Arg<sup>16</sup> homozygotes could mimic that Arg<sup>16</sup> homozygotes was influenced by a &#x003B2;<sub>2</sub> adrenergic receptor antagonist, leading to decreased cerebral carbohydrate uptake under adrenergic stress compared to Gly<sup>16</sup> homozygotes.</p>
<p>No study describes the influence of genetic polymorphism in the &#x003B2;<sub><italic>2</italic></sub>-adrenergic system on brain metabolism. We aimed to investigate cardiovascular and cerebral metabolic effects of adrenergic stimulation in humans in relation to the G16R genotype. We hypothesized that cardiac output (CO) at rest and during adrenergic stimulation would be increased in Gly<sup>16</sup> homozygotes and that the expected reduction in cerebral metabolic ratio during adrenergic stimulation would be more pronounced in Gly<sup>16</sup> homozygotes, reflecting increased &#x003B2;<sub><italic>2</italic></sub>-adrenergic response compared to Arg<sup>16</sup> homozygotes.</p>
</sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<p>Forty healthy non-smoking Caucasian male subjects (age: 26 &#x000B1; 5 years; height: 184 &#x000B1; 6 cm; body weight: 77 &#x000B1; 8 kg; body mass index: 23 &#x000B1; 2 kg/m<sup>2</sup>) were included in the study following verbal and written informed consent as approved by the Comittees on Biomedical Research Ethics of the Capital Region of Denmark, The Regional Committee A (H-4-2010-027) and the Danish Data Protection Agency (2011-41-6600). To obtain groups with similar age, height, and weight the subjects were recruited from a cohort of genotyped healthy subjects (Rokamp et al., <xref ref-type="bibr" rid="B33">2013</xref>). All participants completed the entire study protocol. The genotype groups included 12 G16R heterozygotes, 12 Arg<sup>16</sup> homozygotes, and 16 Gly<sup>16</sup> homozygotes. Age, height, weight, and body mass index were similar in the three groups (Table <xref ref-type="table" rid="T1">1</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Cardiovascular variables during rest (baseline) according to the Gly16Arg polymorphism of the &#x003B2;<sub>2</sub>-adrenergic receptor gene (<italic>n</italic> &#x0003D; 40).</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="center" colspan="4" style="border-bottom: thin solid #000000;"><bold>Baseline</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold>GlyGly</bold></th>
<th valign="top" align="center"><bold>GlyArg</bold></th>
<th valign="top" align="center"><bold>ArgArg</bold></th>
<th valign="top" align="center"><bold>P<sub>ANOVA</sub></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">N</td>
<td valign="top" align="center"><italic>16</italic></td>
<td valign="top" align="center"><italic>12</italic></td>
<td valign="top" align="center"><italic>12</italic></td>
<td valign="top" align="center"><italic>-</italic></td>
</tr>
<tr>
<td valign="top" align="left">Age (years)</td>
<td valign="top" align="center">25 &#x000B1; 4</td>
<td valign="top" align="center">26 &#x000B1; 6</td>
<td valign="top" align="center">26 &#x000B1; 5</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
<tr>
<td valign="top" align="left">Height (cm)</td>
<td valign="top" align="center">186 &#x000B1; 6</td>
<td valign="top" align="center">183 &#x000B1; 5</td>
<td valign="top" align="center">182 &#x000B1; 7</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
<tr>
<td valign="top" align="left">Weight (kg)</td>
<td valign="top" align="center">78 &#x000B1; 8</td>
<td valign="top" align="center">78 &#x000B1; 7</td>
<td valign="top" align="center">76 &#x000B1; 9</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
<tr>
<td valign="top" align="left">Body mass index (kg/m<sup>2</sup>)</td>
<td valign="top" align="center">23 &#x000B1; 2</td>
<td valign="top" align="center">23 &#x000B1; 2</td>
<td valign="top" align="center">23 &#x000B1; 2</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
<tr>
<td valign="top" align="left">SYS (mmHg)</td>
<td valign="top" align="center">130 &#x000B1; 14</td>
<td valign="top" align="center">125 &#x000B1; 9</td>
<td valign="top" align="center">125 &#x000B1; 13</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
<tr>
<td valign="top" align="left">DIA (mmHg)</td>
<td valign="top" align="center">67 &#x000B1; 9</td>
<td valign="top" align="center">68 &#x000B1; 5</td>
<td valign="top" align="center">65 &#x000B1; 6</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
<tr>
<td valign="top" align="left">MAP (mmHg)</td>
<td valign="top" align="center">87 &#x000B1; 10</td>
<td valign="top" align="center">87 &#x000B1; 8</td>
<td valign="top" align="center">85 &#x000B1; 8</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
<tr>
<td valign="top" align="left">HR(beat min<sup>&#x02212;1</sup>)</td>
<td valign="top" align="center">63 &#x000B1; 13</td>
<td valign="top" align="center">61 &#x000B1; 10</td>
<td valign="top" align="center">57 &#x000B1; 8</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
<tr>
<td valign="top" align="left">SV (ml)</td>
<td valign="top" align="center">110 &#x000B1; 7</td>
<td valign="top" align="center">106 &#x000B1; 11</td>
<td valign="top" align="center">112 &#x000B1; 5</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
<tr>
<td valign="top" align="left">SVI (ml m<sup>&#x02212;2</sup>)</td>
<td valign="top" align="center">55 &#x000B1; 3</td>
<td valign="top" align="center">54 &#x000B1; 4</td>
<td valign="top" align="center">58 &#x000B1; 4</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
<tr>
<td valign="top" align="left">CO (L min<sup>&#x02212;1</sup>)</td>
<td valign="top" align="center">6.8 &#x000B1; 1.2</td>
<td valign="top" align="center">6.4 &#x000B1; 0.8</td>
<td valign="top" align="center">6.3 &#x000B1; 1.0</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
<tr>
<td valign="top" align="left">CI ((L min<sup>&#x02212;1</sup>) m<sup>&#x02212;2</sup>)</td>
<td valign="top" align="center">3.4 &#x000B1; 0.8</td>
<td valign="top" align="center">3.2 &#x000B1; 0.4</td>
<td valign="top" align="center">3.2 &#x000B1; 0.5</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
<tr>
<td valign="top" align="left">SVR (dyn s cm<sup>&#x02212;5</sup>)</td>
<td valign="top" align="center">1,122 &#x000B1; 277</td>
<td valign="top" align="center">1,112 &#x000B1; 201</td>
<td valign="top" align="center">1,108 &#x000B1; 224</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
<tr>
<td valign="top" align="left">MCA Vmean</td>
<td valign="top" align="center">62 &#x000B1; 10</td>
<td valign="top" align="center">60 &#x000B1; 10</td>
<td valign="top" align="center">57 &#x000B1; 11</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
<tr>
<td valign="top" align="left">PI</td>
<td valign="top" align="center">0.8 &#x000B1; 0.1</td>
<td valign="top" align="center">0.8 &#x000B1; 0.2</td>
<td valign="top" align="center">0.8 &#x000B1; 0.2</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
<tr>
<td valign="top" align="left">ScO<sub>2</sub> (%)</td>
<td valign="top" align="center">78 &#x000B1; 8</td>
<td valign="top" align="center">77 &#x000B1; 7</td>
<td valign="top" align="center">77 &#x000B1; 4</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
<tr>
<td valign="top" align="left">SmO<sub>2</sub> (%)</td>
<td valign="top" align="center">82 &#x000B1; 8</td>
<td valign="top" align="center">80 &#x000B1; 10</td>
<td valign="top" align="center">81 &#x000B1; 7</td>
<td valign="top" align="center">&#x0003E;1.0</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Values are mean &#x000B1; SD. SYS, Systolic blood pressure; DIA, diastolic blood pressure; MAP, middle arterial pressure; HR, heart rate; SV, stroke volume; SVI, stroke volume index; CO, cardiac output; CI, cardiac index; SVR, systemic vascular resistance; MCA Vmean, mean flow velocity (a. cerebri media); PI, pulsatile index (a. cerebri media); ScO<sub>2</sub>, cerebral frontal lobe oxygenation; SmO<sub>2</sub>, muscle oxygenation. P<sub>ANOVA</sub> values are corrected for multiple testing by the bonferroni method, therefore values above 1.0 appear</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>The subjects were studied after an overnight fast and strenuous exercise was not allowed 24 h prior to the study. Under local anesthesia (2% lidocaine), a catheter (Edwards Lifesciences, Irvine, CA) was inserted in the right internal jugular vein and advanced to its bulb using Seldinger technique. The position of the catheter was verified by a &#x0201C;water-fall-like&#x0201D; sound following infusion of saline and eventually by nociception related to the mastoid process and when so, the catheter was withdrawn about two millimeters. An arterial catheter (1.1 mm, 20 gauge) was inserted in the brachial artery of the non-dominant arm. For drug administration, a catheter (Cavafix MT134, Braun, Melsungen, Germany) was advanced to the subclavian vein through a cubital vein. Catheters were connected to a transducer (Edwards Life Sciences, Irvine, CA) positioned at heart level (5 cm below sternum) and attached to a monitor (Dialogue-2000 IBC-Danica Electronic, Denmark) for determination of mean arterial pressure (MAP) and heart rate (HR). Stroke volume (SV), CO and systemic vascular resistance (SVR) were derived by pulse contour analysis technology (BeatScope; Finapress Medical System BV, Amsterdam, Netherlands) adjusting for weight, height, age, and gender. Data were analog-digital converted and sampled at 100 Hz (Powerlab, ADInstruments, Colorado Springs, CO, USA).</p>
<p>Near infrared spectroscopy (INVOS-5100c, Covidien, Mansfield, MA, USA) was used to assess frontal lobe (S<sub>c</sub>O<sub>2</sub>) and muscle oxygenation (S<sub>m</sub>O<sub>2</sub>). The INVOS-5100c uses an emitter-detector distance of 3 and 4 cm and infrared light at 730 and 808 nm to avoid influence from cutaneous blood flow. One optode were applied above the supraorbital edge to assess S<sub>c</sub>O<sub>2</sub> and a second optode was placed on the middle part of the thigh for assessment of S<sub>m</sub>O<sub>2</sub>. Transcranial Doppler sonography (2 MHz probe, Multi-Dop, DWL, Singen, Germany) determined velocity in the middle cerebral artery (MCAv<sub>mean</sub>) from the temporal ultrasound window. The best signal-to-noise ratio was obtained at a depth of 44&#x02013;56 mm with the Doppler probe secured by a headband or while handheld.</p>
<sec>
<title>Protocol</title>
<p>Following catheterization the subjects&#x00027; rested supine for 30 min. Adrenaline was prepared in 100 ml isotone saline solution according to weight and infused for 60 min at 0.06 &#x003BC;g kg<sup>&#x02212;1</sup> min<sup>&#x02212;1</sup>. After termination of the infusion, the subjects were observed for another 30 min. Simultaneous arterial and venous blood samples were obtained in pre-heparinized syringes (QS50, Radiometer, Copenhagen, Denmark) and immediately purged of any atmospheric content followed by analysis using an ABL 725 (Radiometer). Blood sampling and cardiovascular variables were obtained at rest and at 2.5 min intervals during the initial 10 min of the infusion and thereafter at 10 min intervals until the infusion was terminated.</p>
</sec>
<sec>
<title>Purification of DNA and genotyping</title>
<p>DNA was purified from 200 &#x003BC;l frozen blood samples by the magnetic bead based MagneSil&#x000AE; Blood Genomic, Max Yeld System (Promega, Madison WI, USA). Genotyping was performed using TaqMan assay with the following rs and AB number: rs1042713, c___2084764_20. The assay was analyzed using real-time polymerase chain reaction by an Applied Biosystem 7,500 Fast Real Time polymerase chain reaction device according to the manufacturer&#x00027;s instruction (Applied Biosystem, Lincoln, CA, USA).</p>
</sec>
<sec>
<title>Calculations</title>
<p>The OCI and the ratio taking only glucose into account (OGI, O<sub>2</sub>/glucose; Fox et al., <xref ref-type="bibr" rid="B9">1988</xref>) were calculated and both ratios were considered independent of changes in cerebral blood flow (CBF) (Dalsgaard, <xref ref-type="bibr" rid="B6">2006</xref>). Although pyruvate is a viable carbohydrate source in fueling cerebral activity, pyruvate was omitted in the analysis based on the assumption that its uptake by the brain is at least an order of magnitude smaller than that of lactate (Rasmussen et al., <xref ref-type="bibr" rid="B30">1985</xref>).</p>
<p>The cumulated cerebral uptake of glucose, lactate and O<sub>2</sub> was calculated from the arterial and internal jugular venous concentrations assuming a resting CBF of 700 ml min<sup>&#x02212;1</sup> (J&#x000F8;rgensen et al., <xref ref-type="bibr" rid="B19">1992</xref>), adjusted according to changes in MCAv<sub>mean</sub> (Quistorff et al., <xref ref-type="bibr" rid="B29">2008</xref>): &#x003A3;<italic>t</italic><sub>(0)</sub>/<italic>t</italic><sub>(n)</sub> substrate uptake &#x0003D; {(<italic>t</italic><sub>1</sub> - <italic>t</italic><sub>0</sub>) &#x000D7; [arterial&#x02013; venous difference substrate<sub>1</sub>] &#x000D7; CBF<sub>1</sub> &#x0002B; (<italic>t</italic><sub>2</sub> &#x02212; <italic>t</italic><sub>1</sub>) &#x000D7; [arterial&#x02013; venous difference substrate<sub>2</sub>] &#x000D7; CBF<sub>2</sub> &#x0002B; (<italic>t</italic><sub><italic>n</italic></sub> &#x02212; <italic>t</italic><sub><italic>n</italic></sub><sub>&#x02212;1</sub>) &#x000D7; [arterial&#x02013; venous difference substrate<sub><italic>n</italic></sub>] &#x000D7; CBF<sub><italic>n</italic></sub>}.</p>
</sec>
<sec>
<title>Statistics</title>
<p>Statistically analysis was performed using R version 3.0.3 with add-on packages: &#x0201C;nlme&#x0201D; (Pinheiro, Bates, DebRoy, Sarkar, and R Core Team, version 3.1-113), &#x0201C;ggplot2,&#x0201D; &#x0201C;grid,&#x0201D; and &#x0201C;reshape 2&#x0201D; attached. The alpha-level was set to 5%. Baseline data were analyzed with standard parametric models [Analysis of variance (ANOVA) and/or <italic>t</italic>-test] or non-parametric tests (Kruskal-Wallis) if residual analysis revealed non-normal distributions. For repeated measurements of CO, arterial-glucose and arterial-lactate, a non-linear mixed effects model (NLME) was used to take into account within subject correlated data. The proposed dose-response relationship is based on a standard first-order pharmacokinetic model following the formula:
<disp-formula id="E1"><mml:math id="M10"><mml:mrow><mml:mi>f</mml:mi><mml:mo stretchy='false'>(</mml:mo><mml:mi>t</mml:mi><mml:mo stretchy='false'>)</mml:mo><mml:mo>=</mml:mo><mml:mi>&#x003B2;</mml:mi><mml:mo>&#x000B7;</mml:mo><mml:mo stretchy='false'>(</mml:mo><mml:mn>1</mml:mn><mml:mo>&#x02212;</mml:mo><mml:msup><mml:mi>e</mml:mi><mml:mrow><mml:mtext>-</mml:mtext><mml:mi>&#x003B3;</mml:mi><mml:mtext>&#x02009;</mml:mtext><mml:mo>&#x000B7;</mml:mo><mml:mtext>&#x02009;</mml:mtext><mml:mi>t</mml:mi></mml:mrow></mml:msup><mml:mo stretchy='false'>)</mml:mo><mml:mo>+</mml:mo><mml:mi>&#x003B1;</mml:mi></mml:mrow></mml:math></disp-formula></p>
<p>Each individual was allowed (i.e., random effect of) his own values of intercept (&#x003B1;), steady-state (&#x003B2;) and rate of increase (&#x003B3;) parameters. Briefly, &#x003B1; models the individual&#x00027;s baseline value, &#x003B2; is the estimated value approached asymptotically as time increases (in practice around 60 min), and &#x003B3; determines the steepness of the initial slope. A genotype effect on each of the parameters &#x003B1;, &#x003B2;, and &#x003B3; was tested with the &#x0201C;nlme&#x0201D; package. Linear mixed effects models (LME) were constructed in cases where the kinetic model (Equation 1) could not be fitted using the non-linear mixed effects function in R. In each group the change from baseline was analyzed based on the mixed model with the main effects of group, time, and interaction. Models were fit using maximum-likelihood. Assumptions of normality of error-distribution were assessed with residual plots. In addition, models were validated by influence analysis to verify that no single measurement or individual could change conclusions. Mean values with SD are reported unless otherwise indicated. The bonferroni method was used to correct for multiple comparisons. Thus <italic>P</italic>-values was multiplied with the number of tested variables (<italic>n</italic> &#x0003D; 26) and therefor <italic>P</italic> &#x0003E; 1.0 can appear in the text, <italic>P</italic>-values lower than 0.05 were regarded as statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Cardiovascular variables</title>
<p>Cardiovascular variables are presented in Figure <xref ref-type="fig" rid="F1">1</xref>. Cardiovascular variables showed no significant differences between genotypes at baseline (Table <xref ref-type="table" rid="T1">1</xref>) or during adrenaline infusion (Figure <xref ref-type="fig" rid="F1">1</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Cardiovascular variables according to the &#x003B2;<sub>2</sub>-adrenergic receptor gene G16R polymorphism at baseline and during adrenaline infusion (<italic>n</italic> &#x0003D; 40). The mean and SD of each genotype group is presented to each time point. Baseline measurements are followed by adrenaline infusion that is initiated at time 0. Cardiac output (CO), heart rate (HR), stroke volume (SV), middle arterial pressure (MAP), systemic vascular resistance (SVR), cerebral frontal lobe oxygenation (S<sub>c</sub>O<sub>2</sub>), muscle oxygenation (S<sub>m</sub>O<sub>2</sub>), and mean middle cerebral artery velocity (MCAv<sub>mean</sub>). There were no significant differences between genotypes in any of the cardiovascular variables. Adrenaline increased CO (<italic>P</italic> &#x0003C; 0.0026) <bold>(A)</bold>, SV (<italic>P</italic> &#x0003C; 0.0026) <bold>(B)</bold>, HR (<italic>P</italic> &#x0003C; 0.0026) <bold>(C)</bold>, ScO<sub>2</sub> (<italic>P</italic> &#x0003C; 0.0026) <bold>(G)</bold>, S<sub>m</sub>O<sub>2</sub> (<italic>P</italic> &#x0003C; 0.0026) <bold>(H)</bold> compared to baseline, but decreased MAP (<italic>P</italic> &#x0003C; 0.0026) <bold>(D)</bold> and SVR (<italic>P</italic> &#x0003C; 0.0026) <bold>(E)</bold>, while MCAv<sub>mean</sub> did not change significantly from baseline (<italic>P</italic> &#x0003E; 1.0) <bold>(F)</bold>. Following termination of the adrenaline infusion cardiovascular variables approached the baseline levels.</p></caption>
<graphic xlink:href="fphys-08-00661-g0001.tif"/>
</fig>
</sec>
<sec>
<title>Metabolic variables</title>
<p>Distributions of metabolic variables are presented in Figures <xref ref-type="fig" rid="F2">2</xref>,<xref ref-type="fig" rid="F3">3</xref>. Baseline arterial glucose was 5.6 &#x000B1; 0.4 mM with no significant differences between genotypes (<italic>P</italic><sub>ANOVA</sub> &#x0003E; 1.0). During adrenaline infusion (after 60 min of infusion) plasma glucose was up to 1.2 mM (CI<sub>95</sub>: 0.36-2.1, <italic>P</italic> &#x0003C; 0.026) higher in the Gly<sup>16</sup> homozygotes compared with Arg<sup>16</sup> homozygotes. Fitting the non-linear mixed effects model (Equation 1), there was an effect of the G16R polymorphism on the extrapolated steady-state level (&#x003B2;) (<italic>P</italic><sub>NLME</sub> &#x0003C; 0.0026), but not on the intercept (&#x003B1;), or rate of increase (&#x003B3;). At the extrapolated steady-state level (not shown on the figure) the Gly<sup>16</sup> homozygotes had an arterial glucose that was 1.9 mM (CI<sub>95</sub>: 1.0&#x02013;2.9, <italic>P</italic><sub>NLME</sub> &#x0003C; 0.0026) higher than in the Arg<sup>16</sup> homozygotes. There was no significant difference in arterial glucose during adrenaline infusion between the G16R heterozygotesand Arg<sup>16</sup> homozygotes (<italic>P</italic><sub>NLME</sub> &#x0003D; 0.16).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Cardiac output (CO), arterial glucose and arterial lactate according to the &#x003B2;<sub>2</sub>-adrenergic receptor gene G16R polymorphism at baseline and during adrenaline infusion (<italic>n</italic> &#x0003D; 40). Baseline measurements are followed by adrenaline infusion that is initiated at time 0. The figure shows the non-linear mixed effects model (Equation 1), with an underlay were the mean and SD of each genotype group is presented to each time point. There were no significant differences between genotypes in CO (<italic>P</italic><sub>ANOVA</sub> &#x0003E; 1.0) <bold>(A)</bold>. Arterial glucose <bold>(B)</bold> was 1.2 mM (CI<sub>95</sub>: 0.36&#x02212;2.1, <italic>P</italic> &#x0003C; 0.026) higher in the Gly<sup>16</sup> homozygotes compared with Arg<sup>16</sup> homozygotes after 60 min of adrenaline infusion. At the extrapolated steady-state level (not shown on the figure) the Gly<sup>16</sup> homozygotes had an arterial glucose that was 1.9 mM (CI<sub>95</sub>: 1.0&#x02013;2.9, <italic>P</italic><sub>NLME</sub> &#x0003C; 0.0026) higher than in the Arg<sup>16</sup> homozygotes. There were no significant differences between genotypes in arterial lactate (<italic>P</italic><sub>ANOVA</sub> &#x0003D; 0.78) (<bold>C</bold>).</p></caption>
<graphic xlink:href="fphys-08-00661-g0002.tif"/>
</fig>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Arterial blood gas variables according to the &#x003B2;<sub>2</sub>-adrenergic receptor gene G16R polymorphism at baseline and during adrenaline infusion (<italic>n</italic> &#x0003D; 40). The mean and SD of each genotype group is presented to each time point. Baseline measurements are followed by adrenaline infusion that is initiated at time 0. Arterial pH (pH), arterial CO<sub>2</sub> tension (pCO<sub>2</sub>), arterial O<sub>2</sub> tension (pO<sub>2</sub>), arterial hemoglobin (Hb), arterial oxygen saturation (O<sub>2</sub> sat.), arterial fraction of carboxyhemoglobin (COHb), arterial methemoglobin (metHb), arterial standard base excess (std. BE), and arterial standard hydrogen carbonate (HCO<sub>3</sub>&#x02212;). Following baseline arterial blood gas variables for did not differ between genotypes, pH (<italic>P</italic><sub>ANOVA</sub> &#x0003E; 1.0) <bold>(A)</bold>, pCO<sub>2</sub> (<italic>P</italic><sub>ANOVA</sub> &#x0003E; 1.0) <bold>(B)</bold>, pO<sub>2</sub> (<italic>P</italic><sub>ANOVA</sub> &#x0003E; 1.0) <bold>(C)</bold>, Hb (<italic>P</italic><sub>ANOVA</sub> &#x0003E; 1.0) <bold>(D)</bold>, O<sub>2</sub> sat (<italic>P</italic><sub>ANOVA</sub> &#x0003C; 0.68) <bold>(E)</bold>, Hb (<italic>P</italic><sub>ANOVA</sub> &#x0003E; 1.0) <bold>(F)</bold>, hematocrite (<italic>P</italic><sub>ANOVA</sub> &#x0003E; 1.0) <bold>(H)</bold>, Glucose (<italic>P</italic><sub>ANOVA</sub> &#x0003E; 1.0) <bold>(I)</bold>, lactate (<italic>P</italic><sub>ANOVA</sub> &#x0003D; 0.78) <bold>(J)</bold>, std. BE (<italic>P</italic><sub>ANOVA</sub> &#x0003E; 1.0) <bold>(K)</bold>, std HCO<sub>3</sub>&#x02212; (<italic>P</italic><sub>ANOVA</sub> &#x0003E; 1.0) <bold>(L)</bold>. Except for glucose none of these variables was associated with a genotype specific difference during adrenaline infusion. In metHb a genotype specific difference was found both at baseline and during adrenaline infusion (<italic>P</italic> &#x0003D; 0.0234) <bold>(G)</bold>. Adrenaline infusion however, did not change the levels of methemoglobin, as compared to baseline (<italic>P</italic> &#x0003C; 0.098).</p></caption>
<graphic xlink:href="fphys-08-00661-g0003.tif"/>
</fig>
<p>Baseline arterial lactate was 0.7 &#x000B1; 0.3 mM without differences between genotypes after correction for multiple testing (<italic>P</italic><sub>ANOVA</sub> &#x0003D; 0.78). The non-linear mixed effects model showed no significant effect of the G16R polymorphism on the baseline (intercept) parameter &#x003B1; (<italic>P</italic><sub>NLME</sub> &#x0003E; 1.0), the steady state parameter &#x003B2; (<italic>P</italic><sub>NLME</sub> &#x0003E; 1.0), or on the rate of increase &#x003B3; (<italic>P</italic><sub>NLME</sub> &#x0003E; 1.0) (Figure <xref ref-type="fig" rid="F2">2C</xref>).</p>
<p>In methemoglobin a genotype specific difference was found both at baseline and during adrenaline infusion (<italic>P</italic> &#x0003D; 0.0234) (Figure <xref ref-type="fig" rid="F3">3G</xref>). Adrenaline infusion however, did not change the levels of methemoglobin, as compared to baseline (<italic>P</italic> &#x0003C; 0.098).</p>
<p>All other baseline arterial blood gas variables did not differ between genotypes and in none of these variables a genotype specific difference during adrenaline infusion was found. All metabolic variables changed during adrenaline infusion as shown in Figure <xref ref-type="fig" rid="F3">3</xref>.</p>
</sec>
<sec>
<title>Whole brain metabolism</title>
<p>The non-linear model (Equation 1) did not fit the brain metabolic indices. Results from linear mixed effects models including duration of adrenaline infusion as predictor of the investigated brain metabolic indices are reported in Figure <xref ref-type="fig" rid="F4">4</xref>. With the homozygote Gly<sup>16</sup> polymorphism as a predictor of both slope (interaction) and intercept (additive effect), there was no significant effect of genotype in any of the brain metabolic indices.</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Cerebrovascular variables according to the &#x003B2;<sub>2</sub>-adrenergic receptor gene G16R polymorphism at baseline and during adrenaline infusion (<italic>n</italic> &#x0003D; 40). Baseline measurements are followed by adrenaline infusion that is initiated at time 0. Oxygen-glucose index (OGI), oxygen-carbohydrate index (OCI), arterial&#x02014;venous difference in oxygen saturation (A-V diff SO<sub>2</sub>), arterial&#x02014;venous difference in lactate (A-V diff lactate), arterial&#x02014;venous difference in glucose (A-V diff glucose), arterial&#x02014;venous difference in glucose &#x0002B; &#x000BD; lactate (A-V diff glucose &#x0002B; &#x000BD; lactate). There were no significant changes in the brain metabolic indices at baseline or at adrenaline infusion, oxygen-glucose index (<italic>P</italic><sub>LME</sub> &#x0003D; 0.26) <bold>(A)</bold> oxygen carbohydrate index (<italic>P</italic><sub>LME</sub> &#x0003E; 1.0) <bold>(B)</bold>, A-V diff SO<sub>2</sub> (<italic>P</italic><sub>LME</sub> &#x0003D; 0.52) <bold>(C)</bold>, A-V diff lactate (<italic>P</italic><sub>LME</sub> &#x0003D; 0.16) <bold>(D)</bold>, A-V diff glucose (<italic>P</italic><sub>LME</sub> &#x0003D; 0.78) <bold>(E)</bold> and A-V diff glucose &#x0002B; &#x000BD; lactate (<italic>P</italic><sub>LME</sub> &#x0003E; 1.0). There were no significant differences between the genotype groups in any of the brain metabolic indices.</p></caption>
<graphic xlink:href="fphys-08-00661-g0004.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>In contrast to our hypothesis, the cerebral uptake of glucose was not different among the genotype groups. Seifert et al. (<xref ref-type="bibr" rid="B37">2009</xref>) suggest that adrenaline is responsible for the increase in non-oxidative cerebral carbohydrate consumption. Comparing this study with the work by Seifert et al. (<xref ref-type="bibr" rid="B37">2009</xref>), the adrenaline infusion rate was lower (0.06 vs. 0.08 &#x003BC;g kg<sup>&#x02212;1</sup> min<sup>&#x02212;1</sup>), and our subjects increased their heart rate to below 80 bpm compared to 90 bpm, suggesting a difference in adrenergic stimulation. Apart from the study of Seifert et al. (<xref ref-type="bibr" rid="B37">2009</xref>), the hypothesis that adrenaline should stimulate the cerebral uptake of glucose and lactate, generates from studies on the effects of exercise in rats (Schmalbruch et al., <xref ref-type="bibr" rid="B35">2002</xref>) and humans (Dalsgaard et al., <xref ref-type="bibr" rid="B5">2004</xref>; Larsen et al., <xref ref-type="bibr" rid="B23">2008</xref>; Volianitis et al., <xref ref-type="bibr" rid="B43">2008</xref>) were it is likely that the adrenergic stimulation was increased compared to that in the present study.</p>
<p>Snyder et al. (<xref ref-type="bibr" rid="B41">2006a</xref>) and Rokamp et al. (<xref ref-type="bibr" rid="B33">2013</xref>) found baseline CO increased in Gly<sup>16</sup> homozygotes compared with Arg<sup>16</sup> homozygotes. We found the same effect size (&#x0007E;0.5 L min<sup>&#x02212;1</sup>) although the difference was not statistically significant. This study differs from the previous studies by the population consisting of young males compared to mixed groups (Snyder et al., <xref ref-type="bibr" rid="B41">2006a</xref> and Rokamp et al., <xref ref-type="bibr" rid="B33">2013</xref>) of variable age (Rokamp et al., <xref ref-type="bibr" rid="B33">2013</xref>), but a smaller population size (<italic>n</italic> &#x0003D; 40 compared to <italic>n</italic> &#x0003D; 72 (Snyder et al., <xref ref-type="bibr" rid="B41">2006a</xref>) and <italic>n</italic> &#x0003D; 140 (Rokamp et al., <xref ref-type="bibr" rid="B33">2013</xref>), respectively) and while Snyder et al. (<xref ref-type="bibr" rid="B41">2006a</xref>) used the open-circuit acetylene uptake method, we used the Model-flow method (Bogert and van Lieshout, <xref ref-type="bibr" rid="B1">2005</xref>). Model-flow seems to underestimate the increase in CO during heat stress (Shibasaki et al., <xref ref-type="bibr" rid="B40">2011</xref>), but has been successfully validated against a thermodilution estimate in healthy subject during orthostatic stress (Harms et al., <xref ref-type="bibr" rid="B13">1999</xref>) and in patients with septic shock (Jellema et al., <xref ref-type="bibr" rid="B18">1999</xref>), during liver transplantation and cardiac surgery (Jansen et al., <xref ref-type="bibr" rid="B17">2001</xref>; Nissen et al., <xref ref-type="bibr" rid="B27">2009</xref>).</p>
<p>The systemic increase in glucose following adrenaline stimulation is expected from increased endogen glucose production and a sustained inhibitory effect on glucose clearance (Rizza et al., <xref ref-type="bibr" rid="B31">1980a</xref>). The &#x003B2;-adrenoceptor subtype that mediates catecholamine-induced systemic hyperglycemia is proposed to be of the &#x003B2;<sub><italic>2</italic></sub>-subtype (Kuo et al., <xref ref-type="bibr" rid="B21">1977</xref>), and the adrenaline derived decrease in glucose clearance is predominantly by a &#x003B2;-adrenergic mechanism (Rizza et al., <xref ref-type="bibr" rid="B32">1980b</xref>). This complies with the finding that the elevation in arterial glucose is associated with the <italic>ADRB2</italic> Gly<sup>16</sup> polymorphism and may be explained by an elevated &#x003B2;<sub>2</sub>-adrenergic response in the Gly<sup>16</sup> homozygotes. The difference in metabolic response according to genotype may arise from a difference in number of receptors, i.e., Snyder et al. (<xref ref-type="bibr" rid="B42">2006b</xref>) found an increased density of &#x003B2;<sub><italic>2</italic></sub>-receptors on lymphocytes from Gly<sup>16</sup> homozygotes compared with Arg<sup>16</sup> homozygotes.</p>
<p>In patients with longstanding type 1 diabetes, blunting of the glucagon response comes along with the disappearing endogenous insulin production (Cryer, <xref ref-type="bibr" rid="B3">2008</xref>), rendering the patients increasingly dependent upon epinephrine as protection against hypoglycemia. As a result of recurrent hypoglycemia and/or long duration of diabetes, also the epinephrine response to hypoglycemia becomes blunted, leading to an increased risk of severe hypoglycemia (H&#x000F8;i-Hansen et al., <xref ref-type="bibr" rid="B15">2010</xref>). In addition to the failing catecholamine response to hypoglycemia with impaired hypoglycemia awareness, a reduced &#x003B2;<sub>2</sub>-adrenergic sensitivity has been reported in some (Korytkowski et al., <xref ref-type="bibr" rid="B20">1998</xref>; Fritsche et al., <xref ref-type="bibr" rid="B10">2001</xref>), but not all studies (De Galan et al., <xref ref-type="bibr" rid="B7">2006</xref>). In accordance, treatment with non-specific &#x003B2;-blockers with effect on the &#x003B2;<sub>2</sub>-receptor is associated with reduced endogenous glucose production to adrenaline infusion (Shamoon and Sherwin, <xref ref-type="bibr" rid="B38">1984</xref>), impaired recovery from hypoglycemia (Lager, <xref ref-type="bibr" rid="B22">1983</xref>; Popp et al., <xref ref-type="bibr" rid="B28">1984</xref>), and probably an increased risk of severe hypoglycemia in type 1 diabetes. The difference between genotypes in systemic adrenergic glucose response is novel and we speculate that it may be of clinical importance in patients with type 1 diabetes. The glucose response in this study was under conditions with baseline normoglycemia and cannot be compared to the conditions during hypoglycemia. Further studies are needed to uncover the genetic impact on glucose mobilization during hypoglycemia.</p>
</sec>
<sec id="s5">
<title>Limitations</title>
<p>The limitations of the study include not monitoring plasma insulin. There were no differences in arterial glucose level at baseline, but the Gly<sup>16</sup> allele has been associated with increased insulin levels (Ikarashi et al., <xref ref-type="bibr" rid="B16">2004</xref>) and plasma insulin increase initially in response to adrenaline (Sherwin and Sacc&#x000E0;, <xref ref-type="bibr" rid="B39">1984</xref>).</p>
<p>Plasma catecholamine levels are not monitored in this study, but earlier there have been found no difference between genotypes in catecholamine levels during rest or exercise (Snyder et al., <xref ref-type="bibr" rid="B41">2006a</xref>).</p>
<p>The steady state of plasma glucose is not reached during 60 min of adrenaline infusion, and differences in plasma glucose is therefore lower than would be expected if time of adrenaline infusion had been extended.</p>
</sec>
<sec id="s6">
<title>Summary and conclusion</title>
<p>An association was found between the G16G genotype and adrenaline induced increase in arterial glucose with no difference at baseline. We found no other relevant differences between genotypes in any other measured cardiovascular or cerebral variable at baseline or during adrenaline infusion. In conclusion, the metabolic response of glucose during adrenergic stimulation with adrenaline is associated to the G16R polymorphism of <italic>ADRB2</italic>, although without effect on cerebral metabolism.</p>
</sec>
<sec id="s7">
<title>Author contributions</title>
<p>KR participated in study design, collected the data, performed data analysis and wrote the first draft of the paper. JS, MZ, LP, and RN collected data, performed data analysis and contributed to preparation of the paper. PR performed data analysis and contributed to preparation of the paper. NS, NO, and HN participated in study design, performed data analysis, and contributed to preparation of the paper. All authors approved the manuscript and agree to be accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved.</p>
<sec>
<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>
</sec>
</body>
<back>
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<glossary>
<def-list>
<title>Abbreviations</title>
<def-item><term><italic>ADRB2</italic></term>
<def><p>&#x003B2;<sub>2</sub>-adrenergic receptor gene</p></def></def-item>
<def-item><term>ANOVA</term>
<def><p>analysis of variance</p></def></def-item>
<def-item><term>CBF</term>
<def><p>cerebral blood flow</p></def></def-item>
<def-item><term>CO</term>
<def><p>cardiac output</p></def></def-item>
<def-item><term>HR</term>
<def><p>heart rate</p></def></def-item>
<def-item><term>LME</term>
<def><p>linear mixed effects models</p></def></def-item>
<def-item><term>MAP</term>
<def><p>mean arterial pressure</p></def></def-item>
<def-item><term>MCAv<sub>mean</sub></term>
<def><p>velocity in the middle cerebral artery</p></def></def-item>
<def-item><term>NLME</term>
<def><p>non-linear mixed effects model</p></def></def-item>
<def-item><term>OCI</term>
<def><p>the cerebral oxygen carbohydrate index</p></def></def-item>
<def-item><term>OGI</term>
<def><p>the cerebral O<sub>2</sub>-glucose index</p></def></def-item>
<def-item><term>SV</term>
<def><p>stroke volume</p></def></def-item>
<def-item><term>SVR</term>
<def><p>systemic vascular resistance</p></def></def-item>
<def-item><term>S<sub>c</sub>O<sub>2</sub></term>
<def><p>frontal lobe oxygenation</p></def></def-item>
<def-item><term>S<sub>m</sub>O<sub>2</sub></term>
<def><p>muscle oxygenation.</p></def></def-item>
</def-list>
</glossary>
<fn-group>
<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> The study was supported by the Scientific Board of Rigshospitalet, Copenhagen, Denmark, by the Danish Society of Anesthesiology and by the Ehrenreich Foundation, Denmark.</p>
</fn>
</fn-group>
</back>
</article>