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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.2017.01053</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>Nitrite-Mediated Hypoxic Vasodilation Predicted from Mathematical Modeling and Quantified from <italic>in Vivo</italic> Studies in Rat Mesentery</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Buerk</surname> <given-names>Donald G.</given-names></name>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/435203/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Yien</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/481983/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zaccheo</surname> <given-names>Kelly A.</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Barbee</surname> <given-names>Kenneth A.</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/491037/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Jaron</surname> <given-names>Dov</given-names></name>
</contrib>
</contrib-group>
<aff><institution>School of Biomedical Engineering, Science and Health Systems, Drexel University</institution>, <addr-line>Philadelphia, PA</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Joseph M. Rifkind, Johns Hopkins University, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Charles Dionisio Eggleton, University of Maryland, Baltimore County, United States; Rolando Juan Jose Ramirez, University of Akron, United States</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Donald G. Buerk <email>donald.gene.buerk&#x00040;drexel.edu</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Vascular Physiology, a section of the journal Frontiers in Physiology</p></fn></author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>12</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>8</volume>
<elocation-id>1053</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>09</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>01</day>
<month>12</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Buerk, Liu, Zaccheo, Barbee and Jaron.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Buerk, Liu, Zaccheo, Barbee and Jaron</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>Nitric oxide (NO) generated from nitrite through nitrite reductase activity in red blood cells has been proposed to play a major role in hypoxic vasodilation. However, we have previously predicted from mathematical modeling that much more NO can be derived from tissue nitrite reductase activity than from red blood cell nitrite reductase activity. Evidence in the literature suggests that tissue nitrite reductase activity is associated with xanthine oxidoreductase (XOR) and/or aldehyde oxidoreductase (AOR). We investigated the role of XOR and AOR in nitrite-mediated vasodilation from computer simulations and from <italic>in vivo</italic> exteriorized rat mesentery experiments. Vasodilation responses to nitrite in the superfusion medium bathing the mesentery equilibrated with 5% O<sub>2</sub> (normoxia) or zero O<sub>2</sub> (hypoxia) at either normal or acidic pH were quantified. Experiments were also conducted following intraperitoneal (IP) injection of nitrite before and after inhibiting XOR with allopurinol or inhibiting AOR with raloxifene. Computer simulations for NO and O<sub>2</sub> transport using reaction parameters reported in the literature were also conducted to predict nitrite-dependent NO production from XOR and AOR activity as a function of nitrite concentration, PO<sub>2</sub> and pH. Experimentally, the largest arteriolar responses were found with nitrite &#x0003E;10 mM in the superfusate, but no statistically significant differences were found with hypoxic and acidic conditions in the superfusate. Nitrite-mediated vasodilation with IP nitrite injections was reduced or abolished after inhibiting XOR with allopurinol (<italic>p</italic> &#x0003C; 0.001). Responses to IP nitrite before and after inhibiting AOR with raloxifene were not as consistent. Our mathematical model predicts that under certain conditions, XOR and AOR nitrite reductase activity in tissue can significantly elevate smooth muscle cell NO and can serve as a compensatory pathway when endothelial NO production is limited by hypoxic conditions. Our theoretical and experimental results provide further evidence for a role of tissue nitrite reductases to contribute additional NO to compensate for reduced NO production by endothelial nitric oxide synthase during hypoxia. Our mathematical model demonstrates that under extreme hypoxic conditions with acidic pH, endogenous nitrite levels alone can be sufficient for a functionally significant increase in NO bioavailability. However, these conditions are difficult to achieve experimentally.</p></abstract>
<kwd-group>
<kwd>aldehyde oxidoreductase</kwd>
<kwd>allopurinol</kwd>
<kwd>hypoxic vasodilation</kwd>
<kwd>nitrite reductases</kwd>
<kwd>nitric oxide</kwd>
<kwd>raloxifene</kwd>
<kwd>xanthine oxidoreductase</kwd>
</kwd-group>
<contract-num rid="cn001">HL 116256</contract-num>
<contract-sponsor id="cn001">National Institutes of Health<named-content content-type="fundref-id">10.13039/100000002</named-content></contract-sponsor>
<counts>
<fig-count count="7"/>
<table-count count="1"/>
<equation-count count="3"/>
<ref-count count="74"/>
<page-count count="12"/>
<word-count count="9176"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>The primary source of the nitrite anion (<inline-formula><mml:math id="M1"><mml:msubsup><mml:mrow><mml:mtext>NO</mml:mtext></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula>) in mammalian systems is from the oxidation of nitric oxide (NO) produced by the L-arginine/NO enzymatic pathway in vascular endothelium by the O<sub>2</sub>-dependent endothelial isoform of NO synthase (eNOS). Although physiological effects of nitrite on the cardiovascular system have been known since 1880 (Reichert and Mitchell, <xref ref-type="bibr" rid="B58">1880</xref>), the consensus view had been that nitrite is an inert byproduct of NO production. This viewpoint has changed radically in the past few decades with the emergence of abundant evidence that nitrite serves as a reversible storage reservoir for NO, which can restore NO bioavailability under certain physiological conditions. However, the mechanisms for recovering NO from nitrite are incompletely understood since the biochemical formation of NO metabolic byproducts and regulation of NO bioavailability is complex (Kim-Shapiro and Gladwin, <xref ref-type="bibr" rid="B32">2014</xref>; Blood, <xref ref-type="bibr" rid="B5">2017</xref>; Helms et al., <xref ref-type="bibr" rid="B26">2017</xref>). Furthermore, the accurate measurement of nitrite and related nitrogen species in blood and tissue is technically difficult (MacArthur et al., <xref ref-type="bibr" rid="B45">2007</xref>).</p>
<p>Infusion of sodium nitrite (NaNO<sub>2</sub>) into the bloodstream has been shown to cause vasodilation in humans, presumably due to conversion of nitrite to NO (Cosby et al., <xref ref-type="bibr" rid="B19">2003</xref>; Dejam et al., <xref ref-type="bibr" rid="B21">2007</xref>; Pluta et al., <xref ref-type="bibr" rid="B56">2011</xref>). Evidence that inorganic nitrite anion therapy may have therapeutic effects for numerous pathological conditions, especially for treating cardiovascular disease, has been reviewed (Kevil et al., <xref ref-type="bibr" rid="B31">2011</xref>; Omar et al., <xref ref-type="bibr" rid="B52">2016</xref>; Blood, <xref ref-type="bibr" rid="B5">2017</xref>), along with substantial experimental evidence for a protective effect from ischemia-reperfusion injury (e.g., see Table 1 in Blood, <xref ref-type="bibr" rid="B5">2017</xref>). Pluta et al. (<xref ref-type="bibr" rid="B56">2011</xref>) report that 48 h of continuous IV infusion of NaNO<sub>2</sub> is well tolerated in humans, with a maximal tolerable dose of 267 &#x003BC;g/kg/hr. Three of the 12 subjects in this clinical study showed some toxicity at doses of 445.7 &#x003BC;g/kg/hr with a significant decrease in mean arterial blood pressure by more than 15 mmHg in two subjects, and in one subject the methemoglobin level exceeded 5%. Earlier studies using much higher doses of nitrite reported incidences of severe hypotension and lethal methemoglobinemia (Weiss et al., <xref ref-type="bibr" rid="B73">1937</xref>; Wilkins et al., <xref ref-type="bibr" rid="B74">1937</xref>), which curtailed further interest in therapeutic applications for decades. Despite these observed negative effects, nitrite is an approved therapeutic antidote for cyanide and hydrogen sulfide poisoning (Lloyd, <xref ref-type="bibr" rid="B44">1957</xref>; Smith and Gosselin, <xref ref-type="bibr" rid="B65">1979</xref>). More recently, interest in using nitrite for therapeutic purposes has been resurrected. A search of clinicaltrials.gov using nitrite as a keyword presently lists 48 clinical trials that include nitrite as the study drug. Many more dietary studies evaluating the effect of oral nitrate supplements are also listed.</p>
<p>NO generated from nitrite through the deoxyhemoglobin nitrite reductase pathway in red blood cells (RBCs) is proposed to play a major role in hypoxic vasodilation (Gladwin, <xref ref-type="bibr" rid="B23">2008</xref>; Gladwin et al., <xref ref-type="bibr" rid="B24">2009</xref>). However, our previous mathematical model (Buerk et al., <xref ref-type="bibr" rid="B9">2011a</xref>) for coupled NO and O<sub>2</sub> transport around an arteriole predicted that only negligible amounts of NO could reach smooth muscle cells (SMC) in the vascular wall due to very strong scavenging of NO by hemoglobin (Hb) in RBCs. Azizi et al. (<xref ref-type="bibr" rid="B3">2005</xref>) used the analogy that the RBC is a &#x0201C;black hole&#x0201D; for NO&#x02014;it can get in but can&#x00027;t get out. Our previous mathematical model predicted that substantially more NO could be derived from nitrite reductase activity in tissue compared with the deoxyhemoglobin nitrite reductase pathway (Buerk et al., <xref ref-type="bibr" rid="B9">2011a</xref>). Our model prediction for the minor contribution of NO from the deoxyhemoglobin nitrite reductase pathway is consistent with a mathematical model by another group (Chen et al., <xref ref-type="bibr" rid="B15">2008</xref>), which predicted that only picomolar levels of NO could be delivered to vascular SMC. Buerk et al. (<xref ref-type="bibr" rid="B10">2011b</xref>) has reviewed other mathematical modeling predictions and relevant experimental data in the literature with respect to several signaling pathways in the microcirculation that involve NO. In general, we found that mathematical predictions for NO values are often lower than reported from experimental measurements, and that very few models developed by other investigators include both the O<sub>2</sub>-dependance of NO production from eNOS and the inhibitory effect of NO on O<sub>2</sub> consumption in tissue (coupled NO and O<sub>2</sub> transport), which we always include in our models.</p>
<p>More recently, we developed an alternative deoxyhemoglobin nitrite reductase model to investigate whether dinitrogen trioxide (N<sub>2</sub>O<sub>3</sub>) can act as a stable intermediate to preserve NO (Liu Y. et al., <xref ref-type="bibr" rid="B42">2016</xref>). The model is based on the assumption that N<sub>2</sub>O<sub>3</sub> does not react in the bloodstream (Basu et al., <xref ref-type="bibr" rid="B4">2007</xref>; Hopmann et al., <xref ref-type="bibr" rid="B27">2011</xref>) and will only release NO after it homolyzes in tissue (Butler and Ridd, <xref ref-type="bibr" rid="B12">2004</xref>). Our alterative model predicts that NO is rapidly released from RBC-generated N<sub>2</sub>O<sub>3</sub> after it leaves the bloodstream, primarily in the endothelium, with a resulting increase in SMC NO in the vascular wall (Liu Y. et al., <xref ref-type="bibr" rid="B42">2016</xref>). Furthermore, this reaction is enhanced at low blood PO<sub>2</sub> and increases with acidic pH.</p>
<p>We did not include generation of NO by tissue nitrite reductase activity in our recent model (Liu Y. et al., <xref ref-type="bibr" rid="B42">2016</xref>), since we were examining a theoretical mechanism that could spare NO generated in RBCs from strong scavenging by Hb. However, tissue nitrite reductase activity is hypothesized to be a significant source of NO, especially during hypoxia. Both <italic>in vitro</italic> and <italic>in vivo</italic> studies demonstrate that NO generation from nitrite in tissue is associated with the molybdoenzymes xanthine oxidoreductase (XOR) and aldehyde oxidoreductase (AOR) (Li et al., <xref ref-type="bibr" rid="B40">2008</xref>; Webb et al., <xref ref-type="bibr" rid="B71">2008</xref>; Golwala et al., <xref ref-type="bibr" rid="B25">2009</xref>). For the present report, we conducted experiments to test the hypothesis that tissue nitrite reductases increase NO bioavailability and modulate vascular tone of arterioles (20&#x02013;80 &#x003BC;m diameter range) in the rat mesentery microvasculature under varying PO<sub>2</sub> and pH conditions. We also modified our previous mathematical models (Buerk et al., <xref ref-type="bibr" rid="B9">2011a</xref>; Liu Y. et al., <xref ref-type="bibr" rid="B42">2016</xref>) using available reaction kinetic parameters in the literature for the tissue nitrite reductases XOR and AOR (Maia and Moura, <xref ref-type="bibr" rid="B47">2011</xref>; Maia et al., <xref ref-type="bibr" rid="B48">2015</xref>) to predict NO changes in arteriolar SMC as a function of nitrite concentration, PO<sub>2</sub> and pH.</p>
</sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<sec>
<title>Animals and animal care</title>
<p>All animals received humane care according to the criteria outlined in the Guide for the Care and Use of Laboratory Animals prepared by the National Academy of Sciences and published by the National Institutes of Health. All animal protocols were approved by the Institutional Animal Care and Use Committee at Drexel University. Every effort was made to minimize animal pain and suffering. Male Sprague-Dawley rats (250&#x02013;300 g, aged 8 weeks) were kept one or two per cage in a temperature-controlled room at 28&#x000B0;C (thermoneutrality for rats) under a 12-h light/12-h dark cycle. All male subjects were used to avoid confounding effects of estrogen on eNOS.</p>
</sec>
<sec>
<title><italic>In vivo</italic> microcirculation studies</title>
<p>Exteriorized rat mesentery experiments were conducted under isoflurane anesthesia to measure perivascular NO with recessed microelectrodes, arteriolar diameter (D) from video imaging (Neild, <xref ref-type="bibr" rid="B50">1989</xref>) (DiamTrak software purchased from Dr. T.O. Neild, Flinders Univ., Adelaide, Australia), tissue perfusion (relative volumetric RBC flow in capillaries; Bonner et al., <xref ref-type="bibr" rid="B6">1981</xref>) by laser Doppler (LDF, Transonic model BLF22, Ithaca, NY), and small artery (&#x0007E;270 micron diameter) blood flow with an ultrasonic probe (Transonic model 420, Ithaca, NY). All physiological signals were sampled at 10 Hz with 12-bit accuracy using a computer-controlled data acquisition system. The DiamTrak output was filtered to remove occasional out of range artifacts using Excel, and smoothed with a running average filter. Arteriolar vasodilation was quantified in response to NaNO<sub>2</sub> in the superfusion medium (Krebs-ringer bicarbonate buffer) bathing the mesentery equilibrated with either 5% or 10% O<sub>2</sub> and 5% CO<sub>2</sub> (normoxic solution) or zero O<sub>2</sub> (95% N<sub>2</sub>) and 5% CO<sub>2</sub> (hypoxic solution) at normal (pH &#x0003D; 7.4) or acidic pH (range 6.5&#x02013;6.7) and maintained at 37&#x000B0;C. Typically, paired measurements were made for each arteriole, alternating NaNO<sub>2</sub> exposures between normoxic or hypoxic solutions. The concentration of NaNO<sub>2</sub> in the superfusate was varied up to 25 mM, exposing the preparation to NaNO<sub>2</sub> for only short periods of time (typically 3 min duration).</p>
<p>In addition, some superfusion experiments were conducted to quantify arteriolar responses before and after inhibiting XOR with the pyrazolopyrimidine-based inhibitor allopurinol (3.4&#x02013;6 mg/kg IP). Allopurinol dissolved in normal saline was delivered by a single intraperitoneal (IP) injection through a tube inserted into the abdominal cavity. In addition to NaNO<sub>2</sub> exposures in the superfusion solution, <italic>in vivo</italic> experiments were also conducted with measurements taken after an acute IP injection of 3&#x02013;6 mg/kg mg of NaNO<sub>2</sub> while the mesentery was superfused with hypoxic solution at pH &#x0003D; 7.4. After recording control measurements for 3&#x02013;4 arterioles, XOR oxidase was inhibited with allopurinol and measurements were repeated for the same arterioles. We also conducted studies using either superfusion or an acute IP injection of NaNO<sub>2</sub> before and after inhibiting AOR with the estrogen receptor antagonist raloxifene (2.9&#x02013;10 mg/kg IP).</p>
</sec>
<sec>
<title>Mathematical model</title>
<p>NO and O<sub>2</sub> transport were simulated in a microcirculatory arteriole and surrounding tissue model and solved for steady state conditions using finite element method numerical methods (COMSOL v5.3, Burlington, MA). Coupled non-linear partial differential equations for mass transport were written in cylindrical coordinates including the sum of reactions (R<sub>i</sub>) for all chemical species (C<sub>i</sub> &#x0003D; O<sub>2</sub>, NO, <inline-formula><mml:math id="M2"><mml:msubsup><mml:mrow><mml:mtext>NO</mml:mtext></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula>)</p>
<disp-formula id="E1"><label>(1)</label><mml:math id="M3"><mml:mtable class="eqnarray" columnalign="right center left"><mml:mtr><mml:mtd><mml:mo>&#x02207;</mml:mo><mml:mo>&#x000B7;</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:msub><mml:mrow><mml:mi>D</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:mo>&#x02207;</mml:mo><mml:msub><mml:mrow><mml:mi>C</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>-</mml:mo><mml:mi>&#x003BD;</mml:mi><mml:mo>&#x02207;</mml:mo><mml:msub><mml:mrow><mml:mi>C</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:mo>&#x000B1;</mml:mo><mml:mo>&#x02211;</mml:mo><mml:msub><mml:mrow><mml:mi>R</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>0</mml:mn></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>as detailed in our previous modeling efforts (Buerk et al., <xref ref-type="bibr" rid="B11">2003</xref>, <xref ref-type="bibr" rid="B9">2011a</xref>; Lamkin-Kennard et al., <xref ref-type="bibr" rid="B38">2004a</xref>,<xref ref-type="bibr" rid="B39">b</xref>; Chen et al., <xref ref-type="bibr" rid="B18">2006</xref>; Chen X. et al., <xref ref-type="bibr" rid="B17">2007</xref>; Liu et al., <xref ref-type="bibr" rid="B43">2017</xref>), where D<sub>i</sub> is the diffusion coefficient for each species, and <italic>v</italic> is the fluid velocity profile in the lumen (assumed to be parabolic).</p>
<p>The model has five concentric cylindrical layers: (i) RBC core, radius &#x0003D; 13 &#x003BC;m, (ii) RBC-free plasma layer, 13 &#x0003C; r &#x0003C; 14 &#x003BC;m, width &#x0003D; 1 &#x003BC;m, (iii) endothelium, 14 &#x0003C; r &#x0003C; 15 &#x003BC;m, width &#x0003D; 1 &#x003BC;m, (iv) vascular wall smooth muscle cell (SMC) layer, 15 &#x0003C; r &#x0003C; 25 &#x003BC;m, width &#x0003D; 10 &#x003BC;m, and (v) perivascular tissue, 25 &#x0003C; r &#x0003C; 130 &#x003BC;m, width &#x0003D; 105 &#x003BC;m. Each layer was assumed to have homogenous properties with uniformly distributed reactions. Both convective and diffusive mass transports are included in the vessel lumen, with only diffusive transport in tissue. NO is produced in the endothelium by eNOS, and generated from nitrite in tissue by either XOR or AOR, or in blood from conversion of nitrite to N<sub>2</sub>O<sub>3</sub> (Basu et al., <xref ref-type="bibr" rid="B4">2007</xref>) by Hb in RBCs, with subsequent homolysis to release NO. The model includes O<sub>2</sub>-dependent NO production by eNOS, and inhibition of O<sub>2</sub> consumption by NO, using parameters as described for one of our previous models (Chen et al., <xref ref-type="bibr" rid="B18">2006</xref>). The present model now includes reactions for nitrite in blood or tissue, which are compared to a baseline simulation without XOR or AOR.</p>
<p>We modeled the reaction of nitrite with Hb in the bloodstream as</p>
<disp-formula id="E2"><label>(2)</label><mml:math id="M4"><mml:mtable class="eqnarray" columnalign="right center left"><mml:mtr><mml:mtd><mml:mfrac><mml:mrow><mml:mi>d</mml:mi><mml:mrow><mml:mo>[</mml:mo><mml:mrow><mml:mi>N</mml:mi><mml:mi>O</mml:mi></mml:mrow><mml:mo>]</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mi>d</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:mfrac><mml:mo>=</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:msub><mml:mrow><mml:mi>k</mml:mi></mml:mrow><mml:mrow><mml:mi>N</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>[</mml:mo><mml:mrow><mml:mi>H</mml:mi><mml:mi>b</mml:mi></mml:mrow><mml:mo>]</mml:mo></mml:mrow><mml:mrow><mml:mo>[</mml:mo><mml:mrow><mml:mi>N</mml:mi><mml:msubsup><mml:mrow><mml:mi>O</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:mrow><mml:mo>]</mml:mo></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>where the bimolecular rate constant <italic>k</italic><sub><italic>N</italic></sub> was characterized as a function of blood PO<sub>2</sub> using a modified Monod-Wyman-Changeux (MWC) model of allostery for the oxyhemoglobin equilibrium curve, as described by Rong et al. (<xref ref-type="bibr" rid="B59">2013a</xref>,<xref ref-type="bibr" rid="B60">b</xref>). We further modified this model (Liu Y. et al., <xref ref-type="bibr" rid="B42">2016</xref>), adding the production of N<sub>2</sub>O<sub>3</sub> from NO and nitrite-methemoglobin, catalyzed by the nitrous anhydrase activity of deoxyHb. The O<sub>2</sub>-dependent function for k<sub>N</sub> in Equation (2) and the complete model parameters used in our simulation are summarized in Liu Y. et al. (<xref ref-type="bibr" rid="B42">2016</xref>).</p>
<p>In tissue, the reaction rate for nitrite reduction by XOR was characterized using a Michaelis-Menten equation with competitive inhibition by O<sub>2</sub>:</p>
<disp-formula id="E3"><label>(3)</label><mml:math id="M5"><mml:mtable class="eqnarray" columnalign="right center left"><mml:mtr><mml:mtd><mml:msub><mml:mrow><mml:mi>&#x003BD;</mml:mi></mml:mrow><mml:mrow><mml:mi>N</mml:mi><mml:mi>i</mml:mi><mml:mi>t</mml:mi><mml:mi>r</mml:mi><mml:mi>i</mml:mi><mml:mi>t</mml:mi><mml:mi>e</mml:mi><mml:mtext>&#x000A0;</mml:mtext><mml:mi>R</mml:mi><mml:mi>e</mml:mi><mml:mi>d</mml:mi><mml:mi>u</mml:mi><mml:mi>c</mml:mi><mml:mi>t</mml:mi><mml:mi>i</mml:mi><mml:mi>o</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mrow><mml:mi>k</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi><mml:mi>a</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>[</mml:mo><mml:mrow><mml:mi>N</mml:mi><mml:msubsup><mml:mrow><mml:mi>O</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:mrow><mml:mo>]</mml:mo></mml:mrow><mml:mrow><mml:mo>[</mml:mo><mml:mrow><mml:mi>X</mml:mi><mml:mi>O</mml:mi><mml:mi>R</mml:mi></mml:mrow><mml:mo>]</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:msub><mml:mrow><mml:mi>K</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi></mml:mrow></mml:msub><mml:mi>N</mml:mi><mml:msubsup><mml:mrow><mml:mi>O</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>1</mml:mn><mml:mo>&#x0002B;</mml:mo><mml:mfrac><mml:mrow><mml:mrow><mml:mo>[</mml:mo><mml:mrow><mml:msub><mml:mrow><mml:mi>O</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:mrow><mml:mo>]</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:msub><mml:mrow><mml:mi>K</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi>O</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:mfrac></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>&#x0002B;</mml:mo><mml:mrow><mml:mo>[</mml:mo><mml:mrow><mml:mi>N</mml:mi><mml:msubsup><mml:mrow><mml:mi>O</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:mrow><mml:mo>]</mml:mo></mml:mrow></mml:mrow></mml:mfrac></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>where the reaction parameters <italic>k</italic><sub>cat</sub>, <italic>K</italic><sub>m</sub><inline-formula><mml:math id="M6"><mml:msubsup><mml:mrow><mml:mtext>NO</mml:mtext></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula>, and <italic>K</italic><sub>m</sub>O<sub>2</sub> vary depending on tissue pH values (Li et al., <xref ref-type="bibr" rid="B40">2008</xref>; Maia and Moura, <xref ref-type="bibr" rid="B47">2011</xref>; Maia et al., <xref ref-type="bibr" rid="B48">2015</xref>; see Table <xref ref-type="table" rid="T1">1</xref>). XOR was assumed to be uniformly distributed in the endothelium, SMC layer, and perivascular tissue (Ray and Shah, <xref ref-type="bibr" rid="B57">2005</xref>). Blood PO<sub>2</sub> was varied between normoxic conditions (90 Torr) down to hypoxic levels (10 Torr). Simulations were performed with tissue XOR concentrations ranging between 0.03 and 0.3 &#x003BC;M as found in heart and liver, respectively, where tissue nitrite reduction has been shown to produce a functionally significant elevation in NO (Kim-Shapiro and Gladwin, <xref ref-type="bibr" rid="B32">2014</xref>). The nitrite anion was assumed to be uniformly distributed in all perivascular tissue regions. Simulations were performed with nitrite varying between physiological (&#x0003C;2 &#x003BC;M; Li et al., <xref ref-type="bibr" rid="B40">2008</xref>; van Faassen et al., <xref ref-type="bibr" rid="B70">2010</xref>) to elevated (300 &#x003BC;M) concentrations. Simulations were solved at steady state with a relative tolerance for convergence of 0.001 and an absolute tolerance of 0.0001. The initial mesh for the computational domain consisted of 19,976 domain elements and 1,678 boundary elements. Meshing was calibrated such that further refinement did not change predicted NO concentration more than 0.01 nM.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Physical parameters and rate constants used in the simulation.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Parameter</bold></th>
<th valign="top" align="center"><bold>Value(s)</bold></th>
<th valign="top" align="left"><bold>References</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Tissue nitrite</td>
<td valign="top" align="center">0&#x02013;300 &#x003BC;M</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Nitrite diffusion coefficient XOR concentration</td>
<td valign="top" align="center">410 &#x003BC;m<sup>2</sup>/s</td>
<td valign="top" align="left">Pinotti et al., <xref ref-type="bibr" rid="B55">2002</xref>; Li et al., <xref ref-type="bibr" rid="B40">2008</xref>; Kim-Shapiro and Gladwin, <xref ref-type="bibr" rid="B32">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">&#x000A0;Heart</td>
<td valign="top" align="center">0.03 &#x003BC;M</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x000A0;Liver</td>
<td valign="top" align="center">0.3 &#x003BC;M</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Reaction parameters at pH &#x0003D; 7.4</td>
<td/>
<td valign="top" align="left">Maia and Moura, <xref ref-type="bibr" rid="B47">2011</xref>; Maia et al., <xref ref-type="bibr" rid="B48">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">&#x000A0;k<sub>cat</sub></td>
<td valign="top" align="center">0.545 s<sup>&#x02212;1</sup></td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x000A0;K<sub>m</sub><inline-formula><mml:math id="M7"><mml:msubsup><mml:mrow><mml:mtext>NO</mml:mtext></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">1918 &#x003BC;M</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x000A0;K<sub>m</sub>O<sub>2</sub></td>
<td valign="top" align="center">24.3 &#x003BC;M</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">at pH &#x0003D; 6.3</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x000A0;k<sub>cat</sub></td>
<td valign="top" align="center">0.581 s<sup>&#x02212;1</sup></td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x000A0;K<sub>m</sub><inline-formula><mml:math id="M8"><mml:msubsup><mml:mrow><mml:mtext>NO</mml:mtext></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">251 &#x003BC;M</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x000A0;K<sub>m</sub>O<sub>2</sub></td>
<td valign="top" align="center">24.3 &#x003BC;M</td>
<td/>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>The presence of NaNO<sub>2</sub> in the superfusion medium usually elicited vasodilatory responses for the arterioles observed in this study, consistent with an increase in NO bioavailability. In a few cases, no change or minor vasoconstriction was observed. However, we were not able to accurately measure perivascular tissue NO due to electrochemical interference with nitrite at the high concentrations used in our superfusion experiments. Quantitative results using superfusion protocols are summarized in Figure <xref ref-type="fig" rid="F1">1</xref> for several individual experiments using short exposures to NaNO<sub>2</sub> (typically 3 min duration, indicated by striped bars). There were approximately 30 s transport delays from the time when the superfusion pump was switched between reservoirs at <italic>t</italic> &#x0003D; 0 to the time that changes in concentration reached the tissue. The transport delay was determined by observing the time for a bubble introduced at the inlet to emerge at the outlet of the tubing. Representative changes in arteriolar diameter (&#x00394;D) are shown in Figure <xref ref-type="fig" rid="F1">1A</xref> with average responses for 6&#x02013;7 arterioles from 1 rat experiment, demonstrating enhanced vasodilation with hypoxic conditions in the superfusate. Initial diameters &#x000B1; SE are indicated. Greater vasodilation responses to NaNO<sub>2</sub> were often, but not always, observed using hypoxic solutions with acidic pH compared with hypoxic solutions at normal pH &#x0003D; 7.4. An example from 1 rat experiment with averaged measurements from 6 arteriole pairs is shown in Figure <xref ref-type="fig" rid="F1">1B</xref>. Note that the time rate of diameter change (&#x00394;D/&#x00394;t, dashed lines) during the period of NaNO<sub>2</sub> superfusion was 38% faster in the acidic solution (0.759 &#x003BC;m/min) compared with the rate of increase at pH &#x0003D; 7.4 (0.55 &#x003BC;m/min) that occurred following a transient decrease in &#x00394;D for this experiment. This transient may reflect a decrease in NO during the period of hypoxic superfusion preceding the exposure to NaNO<sub>2</sub>. We also recorded the laser Doppler signal (LDF), which is proportional to capillary blood flow and reported with arbitrary tissue perfusion units (tpu). For the example shown in Figure <xref ref-type="fig" rid="F1">1C</xref>, the average change (&#x00394;LDF) during NaNO<sub>2</sub> superfusion was negligible when the superfusate pH &#x0003D; 7.4 (open circles). There were increases in capillary blood flow during NaNO<sub>2</sub> superfusion with acidic pH (Figure <xref ref-type="fig" rid="F1">1C</xref>, solid circles), although the difference compared with normal pH was not statistically significant. Overall results for the average &#x00394;D &#x000B1; SE for 44 paired arterioles from <italic>n</italic> &#x0003D; 9 rats are shown in Figure <xref ref-type="fig" rid="F1">1D</xref> for NaNO<sub>2</sub> concentrations ranging between 4 and 24 mM in hypoxic superfusion solution. The average &#x000B1; SE initial diameter was D<sub>initial</sub> &#x0003D; 43.4 &#x000B1; 1.6 &#x003BC;m for these measurements. Note that there were many experiments (4/9) where the average increase in &#x00394;D with NaNO<sub>2</sub> in acidic superfusion solution was smaller compared to superfusion solutions at normal pH. In three experiments, the average D was slightly negative (no increase in D for two experiments with pH &#x0003D; 7.4 and one experiment for acidic pH). Consequently, there was no statistically significant difference in &#x00394;D determined during NaNO<sub>2</sub> superfusion with normal or acidic pH (Mann&#x02013;Whitney Rank Sum test).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Average &#x000B1; SE changes in arteriolar diameter (&#x00394;D) measured in rat mesentery during superfusion experiments. <bold>(A)</bold> No effect was seen with 1 mM sodium nitrite (NaNO<sub>2</sub>) in 10% oxygenated solution (open circles), whereas increases in D were observed with hypoxic solution (solid circles). <bold>(B)</bold> Much larger and more rapid changes in D with NaNO<sub>2</sub> were often observed with acidic solution (solid circles) than solution with normal pH (open circles). <bold>(C)</bold> Changes in laser Doppler signal (LDF) showing larger response with acidic superfusion solution. <bold>(D)</bold> Overall &#x00394;D &#x000B1; SE during superfusion with normal (open circles) or acidic pH (solid circles) over a wide range of NaNO<sub>2</sub> concentrations.</p></caption>
<graphic xlink:href="fphys-08-01053-g0001.tif"/>
</fig>
<p>Evidence for the role of XOR was found by comparing vascular responses before and after treating animals with allopurinol (3.4&#x02013;6 mg/kg IP). Results for the average &#x00394;D with hypoxia and NaNO<sub>2</sub> in the 10&#x02013;12 mM range for three rat experiments is shown in Figure <xref ref-type="fig" rid="F2">2A</xref>, demonstrating a significant reduction in the vasodilatory response after allopurinol (solid circles) compared to control measurements (open circles). The small artery blood flow (BF) to the segment of mesentery under study in a representative experiment (Figure <xref ref-type="fig" rid="F2">2B</xref>) was also affected by NaNO<sub>2</sub> and hypoxic superfusion, presumably due to downstream vasodilation. There was a prolonged increase in BF that persisted for several minutes after 3 min exposure to NaNO<sub>2</sub>, which was abolished after allopurinol treatment. Capillary perfusion as determined by LDF for this same experiment showed a similar increase with NaNO<sub>2</sub> and hypoxia that was attenuated after allopurinol (Figure <xref ref-type="fig" rid="F2">2C</xref>).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Average &#x000B1; SE changes before (open circles) and after inhibiting XOR with allopurinol (solid circles) in <bold>(A)</bold> arteriolar diameter, <bold>(B)</bold> small artery blood flow, and <bold>(C)</bold> laser Doppler signal.</p></caption>
<graphic xlink:href="fphys-08-01053-g0002.tif"/>
</fig>
<p>We also investigated the role of AOR using raloxifene (2.9&#x02013;10 mg/kg IP) to inhibit its activity. An example using superfusion with 10 mM NaNO<sub>2</sub> in hypoxic and acidic solution is shown in Figure <xref ref-type="fig" rid="F3">3A</xref>, showing vasodilation before treatment (open circles), and complete blocking of the response after raloxifene treatment (solid circles). However, in another experiment shown in Figure <xref ref-type="fig" rid="F3">3B</xref>, treatment with raloxifene did not abolish the vasodilatory response to NaNO<sub>2</sub> in hypoxic and acidic solution.</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Mixed results for inhibition of AOR with raloxifene. <bold>(A)</bold> Inhibition of vasodilation with superfused NaNO<sub>2</sub> was observed in this experiment. <bold>(B)</bold> Vasodilation with superfused NaNO<sub>2</sub> was still observed after treating with raloxifene in this experiment.</p></caption>
<graphic xlink:href="fphys-08-01053-g0003.tif"/>
</fig>
<p>In addition to superfusion experiments, we also quantified the effect of NaNO<sub>2</sub> delivered to the animal by IP injection. NO microelectrodes were used in these experiments to measure perivascular NO for the arterioles since there was no nitrite in the superfusion solution to interfere with the electrochemical measurement. A representative NO microelectrode measurement is shown in the lower panel of Figure <xref ref-type="fig" rid="F4">4A</xref>. At <italic>t</italic> &#x0003D; 0, the NO microelectrode tip was in the superfusate flowing above the preparation, where there is negligible NO concentration with resulting minimum electrochemical current. The tip was then moved close to the outer surface of the arteriole to measure the baseline perivascular NO, which was used to normalize the measurement. At <italic>t</italic> &#x0003D; 4 min, the superfusate was changed from a solution with 5% O<sub>2</sub> and 5% CO<sub>2</sub> to a hypoxic solution equilibrated with 0% O<sub>2</sub> and 5% CO<sub>2</sub>. At approximately <italic>t</italic> &#x0003D; 7 min, 5.5 mg/kg of NaNO<sub>2</sub> was injected IP. Relative changes in diameter, normalized to the baseline diameter, are shown in the upper panel of Figure <xref ref-type="fig" rid="F4">4A</xref>. The peak change in NO occurs about 6 min afterwards, with the peak change in D around 5 min after IP injection. Nevertheless, time courses for the relative changes in NO and D were similar. The correlation between the relative increase in D with NO for normalized data between 7 and 13 min is shown in Figure <xref ref-type="fig" rid="F4">4B</xref>, with positive slope &#x0003D; 0.127%/%. At <italic>t</italic> &#x0003D; 17 min, the superfusion was changed back to oxygenated solution (5% O<sub>2</sub>, 5% CO<sub>2</sub>) and the arteriolar diameter returned close to baseline, although NO remained elevated for this example. At the end of each measurement, the microelectrode tip was drawn back up into the superfusate to obtain another zero NO current measurement. Any change in the zero NO current from the beginning to the end of the measurement was used to correct for drift, assuming a linear time course.</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p><bold>(A)</bold> Simultaneous measurements of arteriolar diameter and perivascular NO, normalized by baseline diameter and electrode current. Superfusion was changed from 5% O<sub>2</sub> to low O<sub>2</sub> at <italic>t</italic> &#x0003D; 4 min, then back to 5% O<sub>2</sub> at <italic>t</italic> &#x0003D; 17 min, following an IP injection of NaNO<sub>2</sub> at <italic>t</italic> &#x0003D; 7 min. <bold>(B)</bold> Correlation between the normalized perivascular NO and normalized diameter.</p></caption>
<graphic xlink:href="fphys-08-01053-g0004.tif"/>
</fig>
<p>Further evidence for the role of XOR was found from experiments where nitrite in the bloodstream was increased following IP delivery. Microelectrode measurements confirmed that there was an increase in perivascular NO after IP delivery of NaNO<sub>2</sub>, which was attenuated after allopurinol. Examples for the time course of relative average changes in diameter (Figure <xref ref-type="fig" rid="F5">5A</xref>) and perivascular NO (Figure <xref ref-type="fig" rid="F5">5B</xref>) for 7 arterioles from 1 rat experiment are shown following IP delivery of 3.4 mg/kg NaNO<sub>2</sub> before and after allopurinol. The &#x00394;D are normalized with respect to the initial diameter (D<sub>initial</sub> &#x0003D; 37.0 &#x000B1; 1.9 &#x003BC;m) and &#x00394;NO with respect to the baseline NO level before each nitrite injection. Before allopurinol, the peak change in D after IP injection of NaNO<sub>2</sub> occurred around 8.5 min in Figure <xref ref-type="fig" rid="F5">5A</xref>, and around 5 min in Figure <xref ref-type="fig" rid="F5">5B</xref>. There is a significant positive correlation (slope &#x0003D; 0.144%/%) between the normalized average &#x00394;D and &#x00394;NO (Figure <xref ref-type="fig" rid="F5">5C</xref>) with NaNO<sub>2</sub> before inhibiting XOR. After a single dose of allopurinol (5 mg/kg IP), there is no longer any correlation (slight negative slope &#x0003D; &#x02212;0.048%/%, Figure <xref ref-type="fig" rid="F5">5D</xref>). A total of <italic>n</italic> &#x0003D; 3 rat experiments using IP NaNO<sub>2</sub> delivery were conducted with allopurinol, and in all three cases, a positive correlation between &#x00394;D and &#x00394;NO was observed before allopurinol (<italic>n</italic> &#x0003D; 11 arterioles) and a negative correlation between &#x00394;D and &#x00394;NO was observed after allopurinol (<italic>n</italic> &#x0003D; 9 arterioles).</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p>Average &#x000B1; SE changes in <bold>(A)</bold> normalized arteriolar diameter, <bold>(B)</bold> normalized perivascular NO, following IP injection of NaNO<sub>2</sub> at <italic>t</italic> &#x0003D; 0 before (open circles) and after inhibiting XOR with allopurinol (solid circles). Correlations between normalized perivascular NO and normalized diameter are shown <bold>(C)</bold> before and <bold>(D)</bold> after allopurinol.</p></caption>
<graphic xlink:href="fphys-08-01053-g0005.tif"/>
</fig>
<sec>
<title>Model predictions</title>
<p>Reducing values for blood PO<sub>2</sub> in the simulation from normoxic (90 Torr) to severely hypoxic levels (10 Torr), predicts a decrease in NO across the computational domain for a baseline case without any generation of NO from nitrite either in blood or tissue (Figure <xref ref-type="fig" rid="F6">6A</xref>). The average NO in the SMC layer decreases monotonically with increasing hypoxia (inset, Figure <xref ref-type="fig" rid="F6">6A</xref>), predicting a 17.1 nM decrease in NO (&#x02212;29.3%) as blood PO<sub>2</sub> drops from 90 to 10 torr. As reviewed by Gladwin et al. (<xref ref-type="bibr" rid="B24">2009</xref>), changes in conformation as hemoglobin becomes deoxygenated results in changes in the rate of nitrite reduction, with a maximum rate in the hypoxic PO<sub>2</sub> range. Our previous simulations (Liu Y. et al., <xref ref-type="bibr" rid="B42">2016</xref>) demonstrate that SMC NO can be significantly elevated through the deoxyhemoglobin nitrite reductase pathway, and further increased in magnitude with increasing nitrite concentration and greater hypoxia. For the case where blood PO<sub>2</sub> drops from 90 to 10 torr, the decrease in SMC NO can be compensated through the deoxyhemoglobin nitrite reductase pathway by increasing the blood nitrite concentration to 284.9 &#x003BC;M (Figure <xref ref-type="fig" rid="F6">6B</xref>).</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p>Model predictions. <bold>(A)</bold> Baseline NO concentration profiles across the computational domain predicted for different blood PO<sub>2</sub> values without additional NO released from nitrite. Vertical dashed lines mark boundaries between the five radial model layers. (Inset) Average NO concentration in the smooth muscle cell (SMC) region with decreasing blood PO<sub>2</sub>. <bold>(B)</bold> Increase in average SMC NO above baseline predicted with formation of N<sub>2</sub>O<sub>3</sub> from deoxyhemoglobin nitrite reductase activity and subsequent release of NO shown as a function of blood PO<sub>2</sub> and nitrite concentration in blood. Effect of low (e.g., in heart) and high (e.g., in liver) tissue nitrite reductase XOR concentrations on elevation of average SMC NO above baseline for <bold>(C)</bold> pH &#x0003D; 7.4 and <bold>(D)</bold> pH &#x0003D; 6.3.</p></caption>
<graphic xlink:href="fphys-08-01053-g0006.tif"/>
</fig>
<p>The effect of tissue XOR nitrite reduction on SMC NO with tissue nitrite &#x0003D; 100 &#x003BC;M was compared against the baseline case (zero nitrite reduction in Figure <xref ref-type="fig" rid="F6">6A</xref>) as a function of blood PO<sub>2</sub> for low (0.03 &#x003BC;M) and high (0.3 &#x003BC;M) concentrations of XOR (Figures <xref ref-type="fig" rid="F6">6C,D</xref>). The contribution to SMC NO from the deoxyhemoglobin nitrite reductase pathway is also shown. NO elevation by XOR has the greatest effect with the highest XOR concentrations at the acidic pH and lowest blood PO<sub>2</sub>. For this concentration of nitrite (100 &#x003BC;M), the additional NO is predicted to be &#x0002B;2.4 nM from deoxyhemoglobin nitrite reductase and &#x0002B;3.8 nM from XOR, for a total compensation of &#x0002B;6.2 nM, representing a recovery of 36% from the drop in NO due to the decrease in blood PO<sub>2</sub>. The total compensation in NO at pH &#x0003D; 7.4 with the 0.3 &#x003BC;M XOR concentration would be only &#x0002B;3 nM (17.5% recovery), and only &#x0002B;2.47 nM (14.4% recovery) with the lower 0.03 &#x003BC;M XOR concentration. Simulations were also run for the AOR nitrite reductase pathway. AOR has slightly lower reaction rate constants compared with XOR (Maia et al., <xref ref-type="bibr" rid="B48">2015</xref>), and AOR concentrations are generally lower than XOR in the heart and liver (Li et al., <xref ref-type="bibr" rid="B40">2008</xref>). Simulations with AOR predicted &#x0007E;10&#x02013;20% less elevation in SMC NO for pH &#x0003D; 7.4 and 6.3 (not shown).</p>
<p>A sensitivity analysis (Figure <xref ref-type="fig" rid="F7">7</xref>) was conducted for the model parameters listed in Table <xref ref-type="table" rid="T1">1</xref> to examine the effect of small variations (&#x000B1;5%) in the parameter values on the predicted average SMC NO. Other parameters were held constant for simulations with tissue nitrite &#x0003D; 100 &#x003BC;M, blood PO<sub>2</sub> &#x0003D; 10 Torr, and baseline flow in liver tissue (Figure <xref ref-type="fig" rid="F7">7</xref>). Variations in the concentration of XOR or AOR had the largest effect on the predicted NO, with an intermediate sensitivity to the nitrite diffusion coefficient. The sensitivity was relatively low (&#x0003C;0.1% at &#x0002B;5% variation) for K<sub>m</sub>O<sub>2</sub>, and the reaction parameters k<sub>cat</sub> at pH &#x0003D; 7.4. There was a larger effect for variations in the reaction parameter k<sub>cat</sub> at pH &#x0003D; 6.3 (&#x0002B;0.508% at &#x0002B;5% variation). A 5% increase in the values for K<sub>m</sub><inline-formula><mml:math id="M9"><mml:msubsup><mml:mrow><mml:mtext>NO</mml:mtext></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula> at pH &#x0003D; 7.4 and K<sub>m</sub><inline-formula><mml:math id="M10"><mml:msubsup><mml:mrow><mml:mtext>NO</mml:mtext></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula> at pH &#x0003D; 6.3 results in small decreases in the SMC NO by &#x02212;0.079 and &#x02212;0.385%, respectively.</p>
<fig id="F7" position="float">
<label>Figure 7</label>
<caption><p>Sensitivity analysis showing the effect of &#x000B1;5% variations in the model parameters listed in Table <xref ref-type="table" rid="T1">1</xref> (identified at right of figure) on relative differences in average NO in the SMC region.</p></caption>
<graphic xlink:href="fphys-08-01053-g0007.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Our <italic>in vivo</italic> results from the rat mesentery microcirculation provide further evidence that nitrite reductases in tissue play a role in increasing NO bioavailability during nitrite-mediated hypoxic vasodilation. We confirmed this by using allopurinol to inhibit XOR (3.4&#x02013;6 mg/kg IP). Due to time constraints for the <italic>in vivo</italic> experimental procedure, we did not investigate whether a second, higher dose of allopurinol would further inhibit the vasodilatory response. Golwala et al. (<xref ref-type="bibr" rid="B25">2009</xref>) used a higher dose of allopurinol (25 mg/kg IV) for their <italic>in vivo</italic> rat studies, and demonstrated that a second 25 mg/kg dose had little further inhibitory effect. They also inhibited AOR using cyanamide (25 mg/kg IV), and alternated the order of inhibitor delivery to discriminate between the contribution of each nitrite reductase on nitrite responses. Nitrite doses of 0.01, 0.03, or 0.1 mM/kg were delivered IV and the changes in systemic blood pressure were measured. Both inhibitors attenuated the decrease in systemic blood pressure with IV delivery of NaNO<sub>2</sub>. The authors concluded that both XOR and AOR pathways act in parallel in the vasculature.</p>
<p>In our study, we found that it was necessary to use high NaNO<sub>2</sub> concentrations (&#x0003E;1 mM in the superfusion solution) to elicit vasodilation (Figure <xref ref-type="fig" rid="F1">1D</xref>). A possible explanation for this finding is that the hypoxic superfusion solution did not significantly lower the blood PO<sub>2</sub> of the arterioles under study, even though we did see a difference (greater vasodilation) with NaNO<sub>2</sub> in hypoxic solution compared with NaNO<sub>2</sub> in oxygenated solution (Figure <xref ref-type="fig" rid="F1">1A</xref>). The high NaNO<sub>2</sub> concentration used in our superfusion experiments is much greater than used for intra-arterial infusions in humans, which demonstrate greater vasodilation under hypoxia than normoxia (Maher et al., <xref ref-type="bibr" rid="B46">2008</xref>). The necessity to use high concentrations of nitrite to generate NO under anoxic conditions <italic>in vitro</italic> was pointed out in the review by Kelley (<xref ref-type="bibr" rid="B30">2015</xref>). Consequently, we were not able to directly measure perivascular NO due to electrochemical interference with high nitrite concentrations during superfusion, but we were able to confirm that there was an increase in perivascular NO from the measurements using IP delivery of nitrite. A direct correlation between the increase in NO and vascular diameter was found from these IP injection experiments, which was essentially abolished after inhibiting XOR. The review by Kelley (<xref ref-type="bibr" rid="B30">2015</xref>) identifies key factors which allow significant recovery of NO through XOR, including acidic pH and low O<sub>2</sub>, as well as other biochemical factors. For example, a recent <italic>in vitro</italic> study using aortic ring preparations and isolated mesenteric arterial bed perfusion found that the nitrate anion (<inline-formula><mml:math id="M11"><mml:msubsup><mml:mrow><mml:mtext>NO</mml:mtext></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula>) attenuates XOR-mediated NO generation from nitrite (Damacena-Angelis et al., <xref ref-type="bibr" rid="B20">2017</xref>). To validate the inhibitory effects of nitrate, this study also included experiments with purified XOR using a different inhibitor (febuxostat), which is more potent than allopurinol (Okamoto et al., <xref ref-type="bibr" rid="B51">2003</xref>).</p>
<p>Bryan et al. (<xref ref-type="bibr" rid="B7">2005</xref>) studied the time course for uptake and metabolism of nitrite in different organ systems of Wistar rats following IP injection of NaNO<sub>2</sub> (range 0.1&#x02013;10 mg/kg), reporting that tissue nitrite levels were essentially in equilibrium by &#x0007E;5 min, when presumably the uptake rate from the abdominal cavity matches the decay rate in blood. Our measurements for the maximum &#x00394;D and &#x00394;NO for the examples shown (Figures <xref ref-type="fig" rid="F4">4A</xref>, <xref ref-type="fig" rid="F5">5</xref>) ranged between 5 and 8.5 min. Bryan et al. (<xref ref-type="bibr" rid="B7">2005</xref>) reported that nitrate levels as well as the total nitroso/nitrosyl products (RSNO &#x0002B; RNNO &#x0002B; NO-heme) also increased following IP injection of nitrite. We cannot rule out the possibility that some inhibition of the vascular responses by nitrate might occur after repeated IP injections of nitrite in our study as suggested from the results reported by Damacena-Angelis et al. (<xref ref-type="bibr" rid="B20">2017</xref>). Bryan et al. (<xref ref-type="bibr" rid="B7">2005</xref>) also conducted <italic>in vitro</italic> experiments, and presented evidence that NO formation from nitrite is not required for nitrosation (RSNO) or nitrosylation (RNNO) of thiols, and conclude that these reactions can occur at nitrite concentrations far below that required for vasodilation. A randomized, placebo controlled dose-response study of NaNO<sub>2</sub> infusion in humans by Rosenbaek et al. (<xref ref-type="bibr" rid="B61">2017</xref>) investigating effects on kidney function and blood pressure found a dose-dependent decrease in urine output with reduced blood pressure. Since they observed no increase in GMP, they concluded that their results supported a direct effect of nitrite or nitrate on the renal tubules and vascular bed with little or no systemic conversion of nitrite to NO.</p>
<p>Many previous studies that have examined the conversion of nitrite to bioactive NO have focused on the role of RBCs through the reductase activity of deoxyhemoglobin (e.g., see Kim-Shapiro and Gladwin, <xref ref-type="bibr" rid="B32">2014</xref>). However, we cannot discriminate whether our experimental results can be specifically attributed to nitrite reductases in blood or tissue (or both). There is strong evidence for greater involvement of tissue nitrite reductases (Feelisch et al., <xref ref-type="bibr" rid="B22">2008</xref>; Li et al., <xref ref-type="bibr" rid="B40">2008</xref>; Arif et al., <xref ref-type="bibr" rid="B2">2015</xref>; Piknova et al., <xref ref-type="bibr" rid="B53">2015</xref>). <italic>In vitro</italic> studies with isolated rabbit aortic rings demonstrate that 10 &#x003BC;M nitrite in the absence of hemoglobin can increase maximal dilation under hypoxic conditions, which can occur with or without the endothelium (Pinder et al., <xref ref-type="bibr" rid="B54">2009</xref>). The authors concluded that AOR, but not XOR, was primarily responsible for nitrite-mediated hypoxic vasorelaxation measured in their study, with some contribution from the cyclooxygenase (COX) pathway. Another <italic>in vitro</italic> study with isolated rat thoracic aorta rings demonstrated attenuation of hypoxic vasorelaxation with nitrite (concentration range from 1 nM to 100 &#x003BC;M) after inhibiting AOR with cyanamide (Arif et al., <xref ref-type="bibr" rid="B2">2015</xref>). We did not get consistent results inhibiting vascular responses to nitrite with raloxifene. We found nitrite-mediated vasodilation was unaffected after raloxifene in one study (Figure <xref ref-type="fig" rid="F3">3B</xref>). Since there is evidence that high concentrations of raloxifene can also inhibit XOR (Weidert et al., <xref ref-type="bibr" rid="B72">2014</xref>), we cannot rule out the possibility that our results showing inhibition of vascular responses with raloxifene (Figure <xref ref-type="fig" rid="F3">3A</xref>) might be due to inhibition of XOR instead of AOR. There might also be vasoactive effects of raloxifene that are independent of NO. We estimated that the raloxifene dose chosen for our studies was not high enough to inhibit XOR. However, it is difficult to discriminate between NO contributions between XOR and AOR pathways since blocking either pathway depends on inhibitor specificity and dose (Weidert et al., <xref ref-type="bibr" rid="B72">2014</xref>).</p>
<p>It should be recognized that there are other possible mechanisms for the RBC to contribute to hypoxic vasodilation besides the deoxyhemoglobin nitrite reductase-mediated release of NO from nitrite. It has been proposed that the RBC contains a form of eNOS (Kleinbongard et al., <xref ref-type="bibr" rid="B34">2006</xref>), which can produce NO, although it would be subject to immediate scavenging due to the high Hb concentration in the RBC. It has been proposed that formation of Hb(III)NO as an intermediate can account for the majority of NO produced from RBCs (Nagababu et al., <xref ref-type="bibr" rid="B49">2003</xref>). Salgado et al. (<xref ref-type="bibr" rid="B62">2015</xref>) propose that this intermediate preferentially locates to the RBC membrane with a greater affinity than Hb. They suggest that a significant amount of NO might be transferred to the vasculature from this pool, avoiding quenching by Hb. Alternately, there is evidence that the RBC releases ATP during hypoxia, which can in turn stimulate NO production by eNOS (Sprague et al., <xref ref-type="bibr" rid="B66">2007</xref>; Cao et al., <xref ref-type="bibr" rid="B14">2009</xref>). We have modeled this effect to predict how ATP can increase shear-stress mediated NO production (Kirby et al., <xref ref-type="bibr" rid="B33">2016</xref>), based on <italic>in vitro</italic> NO measurements with cultured ECs (Andrews et al., <xref ref-type="bibr" rid="B1">2014</xref>). Another proposed mechanism is the formation of S-nitrosohemoglobin (SNO-Hb), as reviewed by Singel and Stamler (<xref ref-type="bibr" rid="B64">2005</xref>). However, there is contradictory evidence for this mechanism (Isbell et al., <xref ref-type="bibr" rid="B28">2008</xref>). Furthermore, a mathematical model by Chen K. et al. (<xref ref-type="bibr" rid="B16">2007</xref>) did not predict a significant NO contribution from this pathway.</p>
<p>There are also other mechanisms in tissue beside nitrite reductases that can contribute NO during hypoxia, as reviewed by Buerk (<xref ref-type="bibr" rid="B8">2007</xref>) and Kim-Shapiro and Gladwin (<xref ref-type="bibr" rid="B32">2014</xref>). There is evidence that cytochrome c in the mitochondria can be a source of NO by reducing nitrite (Kozlov et al., <xref ref-type="bibr" rid="B36">1999</xref>). It has also been proposed that there is a mitochondrial form of NOS (mtNOS) that can produce NO, although the existence of mtNOS is questioned (Lacza et al., <xref ref-type="bibr" rid="B37">2006</xref>). NO or related reactive species can modify tissue proteins, forming <italic>S</italic>-nitrosothiols, <italic>S</italic>-nitrosoalbumin, and other <italic>S</italic>-nitrosoprotein species under normal physiological conditions which might serve as a storage pool in tissue for NO or other vasoactive species (Jourd&#x00027;heuil et al., <xref ref-type="bibr" rid="B29">2000</xref>; Liu T. et al., <xref ref-type="bibr" rid="B41">2016</xref>). On the other hand, these reactions may modify vascular tone signaling pathways independently from any NO recovered from nitrite. While normally myoglobin is a strong scavenger of NO, it is recognized that myoglobin can also cause nitrite bioactivation by reducing nitrite (Shiva et al., <xref ref-type="bibr" rid="B63">2007</xref>; Totzeck et al., <xref ref-type="bibr" rid="B68">2012</xref>, <xref ref-type="bibr" rid="B67">2014</xref>; Piknova et al., <xref ref-type="bibr" rid="B53">2015</xref>). We have developed a mathematical model for a cardiac arteriole and surrounding myocardium (Liu et al., <xref ref-type="bibr" rid="B43">2017</xref>), showing how myoglobin functions as a nitrite reductase to elevate SMC NO during hypoxia in an O<sub>2</sub>- and pH-dependent manner.</p>
<sec>
<title>Limitations of mathematical model</title>
<p>Our simulations assume that published reaction parameters (Maia and Moura, <xref ref-type="bibr" rid="B47">2011</xref>; Maia et al., <xref ref-type="bibr" rid="B48">2015</xref>) were constant with abundant substrate, and were only affected by changing O<sub>2</sub> or pH levels. The model assumes that all N<sub>2</sub>O<sub>3</sub> homolyzes to NO, ignoring other nitrosation reactions that are known to occur (Basu et al., <xref ref-type="bibr" rid="B4">2007</xref>; Kim-Shapiro and Gladwin, <xref ref-type="bibr" rid="B32">2014</xref>), thus we may be overestimating the increase in SMC NO. It is also possible, as suggested by Koppenol (<xref ref-type="bibr" rid="B35">2012</xref>) and Tu et al. (<xref ref-type="bibr" rid="B69">2009</xref>), that it is not energetically possible for the reactions to generate N<sub>2</sub>O<sub>3</sub> to occur. As with any computer simulation, the accuracy of model parameters determines whether the predictions are physiologically relevant. The measurement of reaction rates is hindered by experimental difficulties and complex interactions among XOR, AOR, nitrite, nitrate, and NO (Jourd&#x00027;heuil et al., <xref ref-type="bibr" rid="B29">2000</xref>; Maia and Moura, <xref ref-type="bibr" rid="B47">2011</xref>; Cantu-Medellin and Kelley, <xref ref-type="bibr" rid="B13">2013</xref>; Damacena-Angelis et al., <xref ref-type="bibr" rid="B20">2017</xref>). The concentration of nitrite reductase enzymes in tissue is not well-characterized and may not be uniformly distributed. We are not aware of any estimates for the enzyme concentrations and reaction parameters in mesentery. Future simulations would be necessary if more precise information about reaction rates, localized spatial distributions, and concentrations become available. The predicted changes in SMC NO with physiologically relevant nitrite concentrations in the 0.2&#x02013;2 &#x003BC;M range are quite small (&#x0003C;1 nM) even for hypoxic conditions. Even with much higher nitrite levels (up to 300 &#x003BC;M), the increase in SMC NO predicted for the deoxyhemoglobin nitrite reductase pathway is &#x0003C;20 nM during severe hypoxia with blood PO<sub>2</sub> &#x0003D; 10 torr (Figure <xref ref-type="fig" rid="F6">6B</xref>).</p>
<p>In conclusion, our <italic>in vivo</italic> experimental results are consistent with other studies that suggest that the reduction of nitrite through the activity of tissue nitrite reductases can contribute NO to vascular smooth muscle to enhance hypoxic vasodilation. However, it is difficult to assess whether hypoxic vasodilation can be specifically attributed to nitrite reductase activity in blood or tissue, or both. It is also very difficult to experimentally create the severe <italic>in vivo</italic> physiological conditions for maximal effects. Our theoretical model demonstrates that is possible to compensate for the loss of NO production by eNOS during hypoxia by all three pathways: deoxyhemoglobin nitrite reductase in RBCs, and the tissue nitrite reductases XOR and AOR. This modeling approach can be further developed to explore other biochemical pathways that can contribute NO or other nitrogen species that enhance hypoxic vasodilation.</p>
</sec>
</sec>
<sec id="s5">
<title>Author contributions</title>
<p>DB was responsible for the experimental design, conducting animal research, data analysis, model development, writing and editing the paper. YL was responsible for computer simulations and contributed written content. KZ assisted with animal surgery and editing the paper. KB and DJ were responsible for model development and editing the paper.</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>
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<fn-group>
<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> Supported by HL 116256 from NIH.</p>
</fn>
</fn-group>
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