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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="publisher-id">1079889</article-id>
<article-id pub-id-type="doi">10.3389/fphys.2022.1079889</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physiology</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Cerebral oxygen supply and demand in sickle cell disease: Evidence of local ischemia despite global hyperemia</article-title>
<alt-title alt-title-type="left-running-head">Juttukonda et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphys.2022.1079889">10.3389/fphys.2022.1079889</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Juttukonda</surname>
<given-names>Meher R.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1312724/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Vaclavu</surname>
<given-names>Lena</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/783969/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kirkham</surname>
<given-names>Fenella J.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/736127/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fields</surname>
<given-names>Melanie E.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1185051/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bush</surname>
<given-names>Adam M.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1305520/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Athinoula A. Martinos Center for Biomedical Imaging</institution>, <institution>Department of Radiology</institution>, <institution>Massachusetts General Hospital</institution>, <addr-line>Charlestown</addr-line>, <addr-line>MA</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Radiology</institution>, <institution>Harvard Medical School</institution>, <addr-line>Boston</addr-line>, <addr-line>MA</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>C.J. Gorter MRI Center</institution>, <institution>Department of Radiology</institution>, <institution>Leiden University Medical Center</institution>, <addr-line>Leiden</addr-line>, <country>Netherlands</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Developmental Neurosciences</institution>, <institution>UCL Great Ormond Street Institute of Child Health</institution>, <addr-line>London</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Division of Pediatric Hematology/Oncology</institution>, <institution>Washington University in St. Louis</institution>, <addr-line>Saint Louis</addr-line>, <addr-line>MO</addr-line>, <country>United States</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Biomedical Engineering</institution>, <institution>Cockrell School of Engineering</institution>, <institution>University of Texas at Austin</institution>, <addr-line>Austin</addr-line>, <addr-line>TX</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited and reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/84873/overview">Anna Bogdanova</ext-link>, University of Zurich, Switzerland</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Meher R. Juttukonda, <email>mjuttukonda@mgh.harvard.edu</email>; Lena Vaclavu, <email>l.vaclavu@lumc.nl</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Red Blood Cell Physiology, a section of the journal Frontiers in Physiology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>11</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1079889</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>11</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Juttukonda, Vaclavu, Kirkham, Fields and Bush.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Juttukonda, Vaclavu, Kirkham, Fields and Bush</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) and the copyright owner(s) 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>
<related-article id="RA1" journal-id="Front. Physiol." related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/researchtopic/21288" ext-link-type="uri">Editorial on the Research Topic <article-title>Cerebral oxygen supply and demand in sickle cell disease: Evidence of local ischemia despite global hyperemia</article-title>
</related-article>
<kwd-group>
<kwd>brain</kwd>
<kwd>sickle cell disease</kwd>
<kwd>ischemia</kwd>
<kwd>blood flow</kwd>
<kwd>magnetic resonance imaging</kwd>
<kwd>borderzone (watershed)</kwd>
<kwd>cerebrovascular reactivity</kwd>
<kwd>oxygen extraction</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<p>Sickle cell disease (SCD) is a Research Topic of hemoglobinopathies that affects millions worldwide. People with SCD are at high risk for neurocognitive complications, including stroke, silent cerebral infarction, and slow processing speed. Strategies to mitigate risk are limited by an incomplete understanding of the cerebral pathophysiology. Brain injury in SCD is believed to result from a mismatch in the supply and demand for oxygen (<xref ref-type="bibr" rid="B2">Ford et al., 2018</xref>). Oxygen supply to the brain is influenced by several factors, including hemoglobin concentration, arterial oxygen saturation, oxygen affinity and dissociation from hemoglobin, oxygen delivery to the brain (the product of cerebral blood flow (CBF) and arterial oxygen content (CaO<sub>2</sub>)), and oxygen extraction fraction (OEF; ratio of oxygen consumed to oxygen delivered). While prior research has demonstrated that each of these factors is abnormal in SCD, the degree and relationship between each covariate remains unclear. Therefore, the goal of this Research Topic is to present recent findings related to improving our understanding of oxygen delivery and utilization in SCD.</p>
<p>CBF is a critical determinant of oxygen availability to the brain. Seminal works by (<xref ref-type="bibr" rid="B4">Herold et al., 1986</xref>) and (<xref ref-type="bibr" rid="B6">Prohovnik et al., 1989</xref>) have shown that CBF is elevated and inversely proportional to hemoglobin in SCD, thus normalizing global oxygen delivery. However, despite globally normal oxygen delivery (<xref ref-type="bibr" rid="B5">Mangla et al., 2011</xref>), white matter (WM) injury in the borderzones between arterial territories remains prevalent, suggesting there is regional mismatch of blood flow and oxygen utilization. Previously (<xref ref-type="bibr" rid="B3">Hendrikse et al., 2008</xref>) showed that low flow regions of the brain overlap with borderzone locations. Notably, these were the regions that received blood flow &#x2018;last&#x2019;, having a later blood arrival time compared to the cortex as measured with multi-time-point arterial spin labeling (ASL) magnetic resonance imaging (MRI). To further examine this, <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphys.2022.865391/full">Stotesbury et al.</ext-link> delineated borderzone regions based on blood arrival times in individual patients. An important finding was that single-time point ASL showed apparent differences between controls and patients in the individual watershed areas (iWSA), but these differences were not observed using multi-time point ASL. Technically, this work highlights the importance of accounting for the bolus arrival time both in disease populations but also regionally in individual subjects. Physiologically, this work showed increased iWSA CBF was counter-intuitively and concurrently associated with microstructural tissue integrity loss and slower processing speed in patients, suggesting that increased CBF may be associated with worse clinical outcomes.</p>
<p>The study by <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphys.2022.886807/full">Forte et al.</ext-link> provides further insight into the impact of SCD on cerebrovascular reactivity (CVR; the ability of the microvasculature to dilate and increase CBF). Using a standardized hypercapnic normoxic stimulus, <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphys.2022.886807/full">Forte et al.</ext-link> demonstrated both reduced CVR magnitude and a delayed CVR response in both WM and gray matter (GM) of adults with SCD compared to healthy controls. Interestingly, the reduction in CVR was associated with hematocrit in GM but not in WM, suggesting physiologic differences in the etiology of hemodynamic impairment between tissue types. The study by <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphys.2022.847969/full">Sayin et al.</ext-link> further supported this conclusion by modeling the cerebrovascular system as an electrical system and showing the degree to which microvascular resistance in response to CO<sub>2</sub> inhalation was impaired in adults with SCD across regions. Their findings also support that GM, WM as well as borderzone regions display distinct hemodynamic properties.</p>
<p>While the etiology of WM disease is often considered in the context of regional perfusion, the exchange of oxygen between the microvasculature and brain tissue (i.e., OEF) also plays a role in oxygen availability to the brain. Several articles in this Research Topic examined OEF using different MRI techniques. <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphys.2022.814979/full">Lin et al.</ext-link> measured OEF and metabolism in pediatric SCD patients using T<sub>2</sub>-relaxation-under-spin-tagging (TRUST) MRI. They found that OEF was dependent on the calibration model used to convert blood T<sub>2</sub> into an oxygen saturation percentage, matching prior reports (<xref ref-type="bibr" rid="B1">Bush, Coates, and Wood 2018</xref>). Unfortunately, the lack of consensus regarding blood calibration models and/or a validated OEF external comparison technique makes drawing physiological conclusions difficult in SCD. Attempting to address the question of which calibration model for TRUST MRI is appropriate in SCD, <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphys.2022.913443/full">Murdoch et al.</ext-link> compared oxygen saturation of venous blood (Yv) in the superior sagittal sinus using TRUST to Yv in the same vein using quantitative susceptibility mapping (QSM). While they found moderate correlations (Pearson&#x2019;s r &#x3d; 0.54&#x2013;0.61) between QSM and TRUST-derived measures of Yv in healthy controls, these measures were poorly correlated (r &#x3d; -0.05&#x2013;0.1) in patients with SCD. A validated OEF assay in SCD requires a gold standard comparison, e.g., positron emission tomography with oxygen-15 labeled gases. Additional investigation to account for confounders for OEF measures should include experimental conditions, magnetic susceptibility of HbS blood (<xref ref-type="bibr" rid="B7">Sakhnini 2003</xref>) and blood velocity. Such optimization likely requires <italic>in vivo</italic> experiments that also consider the physiological differences between brain regions, as performed by <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphys.2022.896006/full">Shen et al.</ext-link> who compared OEF in the cerebral cortex against that in deep brain regions utilizing QSM and TRUST MRI. Their results showed that deep brain regions might experience hypoxia in adult SCD patients despite preservation of cortical gray matter oxygenation, providing a potential explanation for why deep brain regions are susceptible to injury. As different methods for measuring OEF were used in these studies, it remains important to interpret these findings, and measures of OEF in SCD more broadly, in the context of the limitations described by previous studies.</p>
<p>This special Research Topic includes several articles addressing CBF, cerebrovascular reserve, and OEF in SCD measured using many neuroimaging methods. Although this work presents several interesting findings, challenges related to validation of neuroimaging methods in SCD would suggest caution when drawing physiological conclusions. Most imaging assays were not designed for anemic, hyperemic children and it is generally unknown how the hematologic abnormalities of SCD influence the underlying physics of the imaging techniques themselves. Additionally, hematological variables are co-dependent, compensatory, and difficult to study in isolation. Nevertheless, we are pleased to present a concerted effort from contributors to highlight the complex and intriguing relationships between blood, vascular function, and brain function in SCD.</p>
</body>
<back>
<sec id="s1">
<title>Author contributions</title>
<p>MJ and LV composed the initial draft of the editorial. FK, MF, and AB revised the editorial. All authors contributed to the article and approved the submitted version. MJ and LV contributed equally to the editorial.</p>
</sec>
<ack>
<p>We thank all the authors for contributing to this Research Topic and the reviewers for their constructive comments and participation.</p>
</ack>
<sec sec-type="COI-statement" id="s2">
<title>Conflict of interest</title>
<p>MF and FJK are consultants for Global Blood Therapeutics (South San Francisco, CA, United States) and MF is an equity holder in Proclara Biosciences (Cambridge, MA, United States).</p>
<p>The remaining 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 sec-type="disclaimer" id="s3">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bush</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Coates</surname>
<given-names>T. D.</given-names>
</name>
<name>
<surname>Wood</surname>
<given-names>J. C.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Diminished cerebral oxygen extraction and metabolic rate in sickle cell disease using T2 relaxation under spin tagging MRI</article-title>. <source>Magn. Reson. Med.</source> <volume>80</volume>, <fpage>294</fpage>&#x2013;<lpage>303</lpage>. <pub-id pub-id-type="doi">10.1002/mrm.27015</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ford</surname>
<given-names>A. L.</given-names>
</name>
<name>
<surname>Ragan</surname>
<given-names>D. K.</given-names>
</name>
<name>
<surname>Fellah</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Binkley</surname>
<given-names>M. M.</given-names>
</name>
<name>
<surname>Fields</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Guilliams</surname>
<given-names>K. P.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Silent infarcts in sickle cell disease occur in the border zone region and are associated with low cerebral blood flow</article-title>. <source>Blood</source> <volume>132</volume>, <fpage>1714</fpage>&#x2013;<lpage>1723</lpage>. <pub-id pub-id-type="doi">10.1182/blood-2018-04-841247</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hendrikse</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Petersen</surname>
<given-names>E. T.</given-names>
</name>
<name>
<surname>Van Laar</surname>
<given-names>P. J.</given-names>
</name>
<name>
<surname>Golay</surname>
<given-names>X.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Cerebral border zones between distal end branches of intracranial arteries: MR imaging</article-title>. <source>Radiology</source> <volume>246</volume>, <fpage>572</fpage>&#x2013;<lpage>580</lpage>. <pub-id pub-id-type="doi">10.1148/radiol.2461062100</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Herold</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Brozovic</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Gibbs</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Lammertsma</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Leenders</surname>
<given-names>K. L.</given-names>
</name>
<name>
<surname>Carr</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>1986</year>). <article-title>Measurement of regional cerebral blood flow, blood volume and oxygen metabolism in patients with sickle cell disease using positron emission tomography</article-title>. <source>Stroke</source> <volume>17</volume>, <fpage>692</fpage>&#x2013;<lpage>698</lpage>. <pub-id pub-id-type="doi">10.1161/01.str.17.4.692</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mangla</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Kolar</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Almast</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ekholm</surname>
<given-names>S. E.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Border zone infarcts: Pathophysiologic and imaging characteristics</article-title>. <source>Radiographics</source> <volume>31</volume>, <fpage>1201</fpage>&#x2013;<lpage>1214</lpage>. <comment>a review publication of the Radiological Society of North America, Inc</comment>. <pub-id pub-id-type="doi">10.1148/rg.315105014</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Prohovnik</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Pavlakis</surname>
<given-names>S. G.</given-names>
</name>
<name>
<surname>Piomelli</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Bello</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Mohr</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Hilal</surname>
<given-names>S..</given-names>
</name>
<etal/>
</person-group> (<year>1989</year>). <article-title>Cerebral hyperemia, stroke, and transfusion in sickle cell disease</article-title>. <source>Neurology</source> <volume>39</volume>, <fpage>344</fpage>&#x2013;<lpage>348</lpage>. <pub-id pub-id-type="doi">10.1212/wnl.39.3.344</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sakhnini</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Magnetic measurements on human erythrocytes: Normal, beta thalassemia major, and sickle</article-title>. <source>J. Appl. Phys.</source> <volume>93</volume>, <fpage>6721</fpage>&#x2013;<lpage>6723</lpage>. <pub-id pub-id-type="doi">10.1063/1.1540171</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>