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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mol. Biosci.</journal-id>
<journal-title>Frontiers in Molecular Biosciences</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mol. Biosci.</abbrev-journal-title>
<issn pub-type="epub">2296-889X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">771717</article-id>
<article-id pub-id-type="doi">10.3389/fmolb.2021.771717</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Molecular Biosciences</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Remote Optogenetics Using Up/Down-Conversion Phosphors</article-title>
<alt-title alt-title-type="left-running-head">Matsubara and Yamashita</alt-title>
<alt-title alt-title-type="right-running-head">Up/Down-Conversion Remote Optogenetics</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Matsubara</surname>
<given-names>Takanori</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1525665/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yamashita</surname>
<given-names>Takayuki</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/536075/overview"/>
</contrib>
</contrib-group>
<aff>Department of Physiology, Fujita Health University School of Medicine, <addr-line>Toyoake</addr-line>, <country>Japan</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/213770/overview">Hideaki E. Kato</ext-link>, The University of Tokyo, Japan</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1258978/overview">Shuo Chen</ext-link>, NYU Grossman School of Medicine, United&#x20;States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/543746/overview">Shiqiang Gao</ext-link>, University of Wuerzburg, Germany</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/104046/overview">Ulrich Terpitz</ext-link>, Julius Maximilian University of W&#xfc;rzburg, Germany</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Takayuki Yamashita, <email>takayuki.yamashita@fujita-hu.ac.jp</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Biophysics, a section of the journal Frontiers in Molecular Biosciences</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>771717</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Matsubara and Yamashita.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Matsubara and Yamashita</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Microbial rhodopsins widely used for optogenetics are sensitive to light in the visible spectrum. As visible light is heavily scattered and absorbed by tissue, stimulating light for optogenetic control does not reach deep in the tissue irradiated from outside the subject body. Conventional optogenetics employs fiber optics inserted close to the target, which is highly invasive and poses various problems for researchers. Recent advances in material science integrated with neuroscience have enabled remote optogenetic control of neuronal activities in living animals using up- or down-conversion phosphors. The development of these methodologies has stimulated researchers to test novel strategies for less invasive, wireless control of cellular functions in the brain and other tissues. Here, we review recent reports related to these new technologies and discuss the current limitations and future perspectives toward the establishment of non-invasive optogenetics for clinical applications.</p>
</abstract>
<kwd-group>
<kwd>optogenetics</kwd>
<kwd>upconversion</kwd>
<kwd>scintillator</kwd>
<kwd>X-rays</kwd>
<kwd>behavior</kwd>
<kwd>near-infrared</kwd>
<kwd>wireless</kwd>
<kwd>rhodopsin</kwd>
</kwd-group>
<contract-num rid="cn001">19H03533 20K22680 21K15191</contract-num>
<contract-num rid="cn002">JPMJFR204H</contract-num>
<contract-sponsor id="cn001">Japan Society for the Promotion of Science<named-content content-type="fundref-id">10.13039/501100001691</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Japan Science and Technology Agency<named-content content-type="fundref-id">10.13039/501100002241</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">Uehara Memorial Foundation<named-content content-type="fundref-id">10.13039/100008732</named-content>
</contract-sponsor>
<contract-sponsor id="cn004">Asahi Glass Foundation<named-content content-type="fundref-id">10.13039/100007684</named-content>
</contract-sponsor>
<contract-sponsor id="cn005">Ichiro Kanehara Foundation for the Promotion of Medical Sciences and Medical Care<named-content content-type="fundref-id">10.13039/501100003837</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>For advancing the understanding of brain function and dysfunction, both observation and perturbation of the activities of well-defined neuronal circuits are required. Optogenetics is a relatively new perturbational technique that enables the activation or inactivation of specific neuronal circuits with high temporal precision (for reviews, see <xref ref-type="bibr" rid="B31">Deisseroth, 2015</xref>; <xref ref-type="bibr" rid="B126">Kim et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B127">Rost et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B32">Deisseroth, 2021</xref>). Optogenetics involves microbial rhodopsins (opsins) as light-sensitive actuators of neurons. Upon exposure to light of the correct wavelength, the retinal chromophore bound to the opsin changes its chemical configuration, leading to a conformational change in the opsin structure. Ion channel opsins with fast open/close kinetics, such as channelrhodopsin 2 (ChR2; <xref ref-type="bibr" rid="B83">Nagel et&#x20;al., 2003</xref>), are extremely useful for millisecond-timescale manipulation of neuronal activity (<xref ref-type="bibr" rid="B128">Boyden et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B61">Li et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B48">Ishizuka et&#x20;al., 2006</xref>). Optogenetics has been widely used to interrogate the causal functions of the activity and plasticity of specific neuronal circuits in behaviors and neurological diseases (e.g., <xref ref-type="bibr" rid="B2">Adamantidis et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B104">Tsai et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B57">Kravitz et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B6">Aponte et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B65">Liu et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B82">Nabavi et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B94">Ramirez et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B5">Allen et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B49">Jennings et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B22">Chen et&#x20;al., 2020</xref>) (for reviews, see <xref ref-type="bibr" rid="B31">Deisseroth, 2015</xref>; <xref ref-type="bibr" rid="B32">Deisseroth, 2021</xref>). ChR2-assisted circuit analysis (<xref ref-type="bibr" rid="B91">Petreanu et&#x20;al., 2007</xref>) has enabled the identification of synaptic connections between well-defined neuronal populations (e.g., <xref ref-type="bibr" rid="B92">Petreanu et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B69">Mao et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B60">Lammel et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B90">Pascoli et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B10">Beier et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B34">El-Boustani et&#x20;al., 2020</xref>). ChR2-assisted cell-type identification during <italic>in vivo</italic> electrophysiological recordings (<xref ref-type="bibr" rid="B63">Lima et&#x20;al., 2009</xref>) has been a valuable technique for probing the activities of specific neuronal populations (e.g., <xref ref-type="bibr" rid="B29">Cohen et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B59">Kvitsiani et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B28">Ciocchi et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B80">Mu&#xf1;oz et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B22">Chen et&#x20;al., 2020</xref>). All of these studies were practically impossible without the use of optogenetics.</p>
<p>Optogenetics is applied not only to neurons but also to non-neuronal cells, including glial cells (e.g., <xref ref-type="bibr" rid="B96">Sasaki et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B12">Beppu et&#x20;al., 2014</xref>), cardiomyocytes (e.g., <xref ref-type="bibr" rid="B16">Bruegmann et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B1">Abilez et&#x20;al., 2011</xref>), and skeletal muscle (e.g., <xref ref-type="bibr" rid="B17">Bruegmann et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B67">Magown et&#x20;al., 2015</xref>), among others. In addition to controlling the ionic conductance of the membrane, tools for the manipulation of intracellular signaling have also been developed. For example, photo-activatable G-protein-coupled receptors (e.g., <xref ref-type="bibr" rid="B3">Airan et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B84">Oh et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B101">Stierl et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B51">Karunarathne et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B116">Xu et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B35">Gao et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B99">Siuda et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B30">Copits et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B68">Mahn et&#x20;al., 2021</xref>) (for a review, see Rost et&#x20;al., 2017) can be used for slower modulation of the intracellular concentration of second messengers. Furthermore, development of various non-opsin based optogenetic systems has allowed for spatiotemporal regulation of protein functions, cellular signaling and gene expression (e.g., <xref ref-type="bibr" rid="B114">Wu et al., 2009b</xref>; <xref ref-type="bibr" rid="B52">Kennedy et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B18">Bugaj et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B47">Imayoshi et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B55">Konermann et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B40">Grusch et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B109">Wang et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B125">Zhou et&#x20;al., 2017</xref>) (for reviews, see <xref ref-type="bibr" rid="B95">Repina et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B37">Goglia and Toettcher, 2019</xref>).</p>
<p>Opsins widely used for optogenetic experiments are optimally activated by light in the visible spectrum (wavelength: &#x223c;430&#x2013;610&#xa0;nm). Visible light has a low tissue penetration depth because of a high degree of absorption and scattering by tissues (<xref ref-type="bibr" rid="B122">Yaroslavsky et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B9">Bashkatov et&#x20;al., 2005</xref>). Therefore, targeted implantation of optic fibers is usually required to stimulate opsins deep in the tissue. Although widely applied, this method poses many problems for researchers. First, inserting a rigid optical fiber into the tissue causes surgical damage to the tissue. Our recent observations (<xref ref-type="bibr" rid="B73">Matsubara et&#x20;al., 2021</xref>) revealed that the number of neurons within a 200&#xa0;&#x3bc;m distance of an implanted optical fiber is significantly reduced. Second, the implanted optic fiber is generally tethered to an external light source through a long fiber cable, causing physical restriction of the subject (<xref ref-type="bibr" rid="B121">Yang et&#x20;al., 2021</xref>). Third, the thermal effect of light stimulation on neuronal activities can be another issue: typical light stimulation (3&#x2013;15&#xa0;mW) causes an increase in tissue temperature (<xref ref-type="bibr" rid="B26">Christie et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B102">Stujenske et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B86">Owen et&#x20;al., 2019</xref>), which can significantly change the firing rate of neurons without expression of opsins (<xref ref-type="bibr" rid="B26">Christie et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B86">Owen et&#x20;al., 2019</xref>). Finally, non-thermal effects of light delivery (e.g., distress of animals by visible light) should also be considered for designing interpretable behavioral experiments using optogenetics (<xref ref-type="bibr" rid="B4">Allen et&#x20;al., 2015</xref>).</p>
<p>Employing miniature light-emitting devices, such as microscale inorganic light-emitting diodes (<italic>&#x3bc;</italic>-&#x399;LED), achieves less invasive optogenetic stimulation, especially when the devices are embedded in a soft, thin, biocompatible material (<xref ref-type="bibr" rid="B53">Kim et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B88">Park et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B89">Park et&#x20;al., 2016</xref>). This approach potentially solves many of the issues caused by rigid fiber implantation (for a review, see <xref ref-type="bibr" rid="B106">V&#xe1;zquez-Guardado et&#x20;al., 2020</xref>). Nevertheless, such a methodology has not gained much widespread use among systems neuroscientists, presumably because of the complexity of the devices for wireless power/signal communication and the general difficulty of the surgical procedure.</p>
<p>Because red light has deeper tissue penetration, researchers have also attempted to discover or engineer opsins sensitive to red light. This approach has led to the addition of ReaChR [optimal activation wavelength (OAW) &#x3d; &#x223c;590&#x2013;630&#xa0;nm] (<xref ref-type="bibr" rid="B64">Lin et&#x20;al., 2013</xref>), ChrimsonR (OAW &#x3d; 590&#xa0;nm) (<xref ref-type="bibr" rid="B54">Klapoetke et&#x20;al., 2014</xref>), Jaws (OAW &#x3d; 600&#xa0;nm) (<xref ref-type="bibr" rid="B27">Chuong et&#x20;al., 2014</xref>), and ChRmine (OAW &#x3d; &#x223c;585&#xa0;nm) (<xref ref-type="bibr" rid="B70">Marshel et&#x20;al., 2019</xref>) to the toolbox of optogenetics. With some of these opsins, transcranial activation or inactivation of neurons at a depth of several millimeters can be performed on a millisecond time scale (<xref ref-type="bibr" rid="B64">Lin et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B27">Chuong et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B23">Chen et&#x20;al., 2021a</xref>). However, delivering sufficient light energy to the target tissue may require stereotaxic positioning of tethered optical fibers on the skull, which would necessitate the physical restriction of the subject. Another concern is that high-power irradiation of red light (&#x223c;800&#xa0;mW/mm<sup>2</sup>; <xref ref-type="bibr" rid="B23">Chen et&#x20;al., 2021a</xref>) inevitably causes surface tissue heating.</p>
<p>Another approach for transcranial stimulation of neurons deep in the brain is to use bi-stable step-function opsins. These opsins can be rapidly activated by light of correct wavelengths but are not immediately deactivated after cessation of light stimulation (<italic>&#x3c4;</italic>
<sub>off</sub> &#x3d; tens of seconds&#x2014;tens of minutes) (<xref ref-type="bibr" rid="B13">Berndt et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B124">Yizhar et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B111">Wietek et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B33">Eickelbeck et&#x20;al., 2020</xref>). Instead, illumination of light with specific wavelengths different from those for excitation can inactivate these opsins. Step-function opsins can effectively integrate photons over time by the population at low light powers (<xref ref-type="bibr" rid="B74">Mattis et&#x20;al., 2011</xref>). Using a highly light-sensitive step-function ChR2 variant, it is possible to activate neurons at the depth of several millimeters with transcranial blue light stimulation (<xref ref-type="bibr" rid="B38">Gong et&#x20;al., 2020</xref>). However, this approach needs a substantial duration of light stimulation (tens of seconds) with a high intensity (&#x223c;400&#xa0;mW/mm<sup>2</sup> at the fiber tip; <xref ref-type="bibr" rid="B38">Gong et&#x20;al., 2020</xref>) to achieve sufficient neuronal activation, creating issues of time resolution and tissue heating.</p>
<p>In this review, we focus on another attempt to overcome the issues of optic fiber implantation, introducing recent studies showing the feasibility of using phosphor particles that emit visible light in response to illumination of further-reaching electromagnetic waves such as near-infrared (NIR) light and X-rays.</p>
</sec>
<sec id="s2">
<title>Near-Infrared-Mediated Optogenetics</title>
<p>NIR light is invisible to animals and penetrates living tissues deeper than visible light. The tissue penetration depth of light would be maximal in the NIR optical window (650&#x2013;1,350&#xa0;nm) (<xref ref-type="bibr" rid="B122">Yaroslavsky et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B9">Bashkatov et&#x20;al., 2005</xref>). Therefore, opsins that are sensitive to NIR light would, in principle, be useful for non-invasive deep brain stimulation. Some red-shifted opsins, C1V1 variants (<xref ref-type="bibr" rid="B87">Packer et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B93">Prakash et&#x20;al., 2012</xref>), eArch3.0 (<xref ref-type="bibr" rid="B93">Prakash et&#x20;al., 2012</xref>), bReaChES (<xref ref-type="bibr" rid="B49">Jennings et&#x20;al., 2019</xref>), and ChRmine (<xref ref-type="bibr" rid="B70">Marshel et&#x20;al., 2019</xref>), can be effectively activated by two-photon excitation laser stimulation in head-fixed animals. However, two-photon excitation of opsins would require focused laser stimulation, thereby requiring imaging of the targeted cells with cellular resolution. This makes these experiments very challenging to be conducted in freely moving animals.</p>
<p>Another approach using NIR light for optogenetics employs up-conversion particles. Photon up-conversion is a process in which emissions are found to exceed excitation energies (<xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>). Up-conversion nanoparticles have been widely applied in bioimaging and biosensing, among others (for a review, see <xref ref-type="bibr" rid="B108">Wang et&#x20;al., 2010</xref>). Lanthanide-doped NaYF<sub>4</sub> nanocrystals exhibit efficient multicolor up-conversion emissions (<xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>; <xref ref-type="bibr" rid="B42">Heer et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B114">Wu et&#x20;al., 2009a</xref>). For example, NaYF<sub>4</sub> crystals co-doped with Yb<sup>3&#x2b;</sup>/Tm<sup>3&#x2b;</sup> (NaYF<sub>4</sub>:Yb/Tm) emit blue light upon irradiation with 980&#xa0;nm NIR light. By changing the ratio of lanthanide dopants, up-conversion emission spectra can be fine-tuned in the visible to NIR range (<xref ref-type="bibr" rid="B107">Wang and Liu, 2008</xref>). Several groups have reported optogenetic application of lanthanide-doped NaYF<sub>4</sub> nanocrystals, although these studies were based on <italic>in&#x20;vitro</italic> recordings in cultured cells (<xref ref-type="fig" rid="F1">Figures 1B&#x2013;D</xref>; <xref ref-type="bibr" rid="B43">Hososhima et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B97">Shah et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B115">Wu et&#x20;al., 2016</xref>). Soon after these studies were published, it was shown that the visible emission of these up-conversion nanoparticles could be used to activate opsins in living mice (<xref ref-type="bibr" rid="B110">Wang et&#x20;al., 2017</xref>). At the same time, however, some forms of up-conversion nanoparticles were found to be cytotoxic depending on their coating (<xref ref-type="bibr" rid="B110">Wang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B21">Chen et&#x20;al., 2018</xref>). Coating with silica makes these particles non-cytotoxic and biocompatible (<xref ref-type="fig" rid="F1">Figure&#x20;1E</xref>; <xref ref-type="bibr" rid="B21">Chen et&#x20;al., 2018</xref>). Such up-conversion nanoparticles can be injected into the mouse brain and stay at the injection site without extensive diffusion for at least 1&#xa0;month, which causes only minor neuroinflammatory effects (<xref ref-type="bibr" rid="B21">Chen et&#x20;al., 2018</xref>). Transcranial NIR stimulation can activate neurons expressing ChR2 near the injection site of NaYF<sub>4</sub>:Yb/Tm nanoparticles at a depth of &#x223c;4.2&#xa0;mm (<xref ref-type="fig" rid="F1">Figure&#x20;1E</xref>; <xref ref-type="bibr" rid="B21">Chen et&#x20;al., 2018</xref>). Such NIR-mediated remote optogenetics can be extended to behavioral experiments using mice with implantation of an optic fiber on the skull (<xref ref-type="fig" rid="F1">Figure&#x20;1F</xref>; <xref ref-type="bibr" rid="B21">Chen et&#x20;al., 2018</xref>). Thus, tissue-integrated up-conversion nanoparticles emit sufficient photons to activate opsins with transcranial NIR light stimulation. However, the up-conversion yield of these particles is not high (&#x223c;2.5%, the ratio of the measured emission power to the excitation NIR light power; <xref ref-type="bibr" rid="B21">Chen et&#x20;al., 2018</xref>). Therefore, NIR light pulses with extremely high peak intensities are needed for up-conversion-mediated deep brain stimulation (&#x223c;22&#x2013;96&#xa0;W/mm<sup>2</sup> irradiated from 1 to 2&#xa0;mm above the skull; <xref ref-type="bibr" rid="B21">Chen et&#x20;al., 2018</xref>), causing surface tissue heating. Thus, NIR-mediated remote optogenetics requires careful consideration and optimization of stimulation parameters to balance safety and efficacy. Combining highly sensitive opsins such as ChRmine (<xref ref-type="bibr" rid="B70">Marshel et&#x20;al., 2019</xref>) with opsin-bound up-conversion nanoparticles (<xref ref-type="bibr" rid="B41">He et&#x20;al., 2015</xref>) may enable manipulation of neuronal activities with less NIR-energy&#x20;input.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>NIR-mediated optogenetics using up-conversion nanoparticles. <bold>(A)</bold> Left, schematic of the energy level diagrams underlying up-conversion processes. Right, an image of up-conversion emission from lanthanide-doped NaYF<sub>4</sub> nanocrystals. <bold>(B)</bold> Schematic of the technology. Up-conversion nanoparticles (UCNPs) exhibit visible emissions upon tissue-penetrating irradiation with NIR light to remotely activate opsins. <bold>(C)</bold> A transmission electron microscope (TEM) image of NaYF<sub>4</sub>:Sc/Yb/Er nanoparticles (left) and schematic of recordings (right). <bold>(D)</bold> Representative responses of cultured C1V1 (a red-shifted ChR2 variant; <xref ref-type="bibr" rid="B124">Yizhar et&#x20;al., 2011</xref>)-expressing neurons (bottom) to up-converting green emissions of NaYF<sub>4</sub>:Sc/Yb/Er nanoparticles induced by NIR light pulses (top). <bold>(E)</bold> Left, a TEM image of the silica-coated, blue-emitting NaYF<sub>4</sub>:Yb/Tm nanoparticles. Middle, schematic of the NIR stimulation. Right, expression of c-Fos (red, a marker for activated neurons; <xref ref-type="bibr" rid="B78">Morgan and Curran, 1989</xref>) in ChR2-expressing neurons (green) can be induced by transcranial NIR irradiation of tissue-integrated NaYF<sub>4</sub>:Yb/Tm nanoparticles (blue) at a depth of &#x223c;4.2&#xa0;mm. <bold>(F)</bold> In a fear memory recall test (<xref ref-type="bibr" rid="B65">Liu et&#x20;al., 2012</xref>), freezing is induced at a higher rate in the presence of NIR light and ChR2 compared to control conditions. <bold>(A)</bold> the diagrams were modified, and the image were adapted with permission from <xref ref-type="bibr" rid="B42">Heer et&#x20;al. (2004)</xref>. <bold>(C,D)</bold> the TEM image and traces were adapted with permission from <xref ref-type="bibr" rid="B43">Hososhima et&#x20;al. (2015)</xref>. <bold>(E,F)</bold> images adapted with permission from <xref ref-type="bibr" rid="B21">Chen et&#x20;al. (2018)</xref>.</p>
</caption>
<graphic xlink:href="fmolb-08-771717-g001.tif"/>
</fig>
</sec>
<sec id="s3">
<title>Non-Optical Energy Delivery for Optogenetics</title>
<p>Although further reaching than visible light, NIR light penetrates only up to several millimeters of tissue. In our measurements, only 0.6% of the input NIR energy (976&#xa0;nm) illuminated from above the mouse head can penetrate to the bottom of the brain (&#x223c;5&#xa0;mm depth), even with the fur shaved (<xref ref-type="bibr" rid="B73">Matsubara et&#x20;al., 2021</xref>). Considering the application of optogenetics in larger animals such as monkeys and humans, non-optical forms of energy delivery should be pursued. Methods to control the activities of specific neuronal populations using magneto-thermal (<xref ref-type="bibr" rid="B20">Chen et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B81">Munshi et&#x20;al., 2017</xref>) and ultrasonic (<xref ref-type="bibr" rid="B45">Ibsen et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B44">Huang et&#x20;al., 2020</xref>) stimulation have been reported. However, these approaches are suboptimal in time resolution and are associated with significant perturbation of the biophysical environment around the cells to activate heat- or mechano-sensitive channels as a neuronal actuator. Therefore, well-controlled, focused stimulation is required to minimize adverse effects, which limits the compatibility of these approaches with free-moving behavior.</p>
<p>Another non-optical approach is the use of X-rays. X-rays are known to penetrate biological tissues. In particular, hard X-rays with high photon energies above 5&#x2013;10&#xa0;keV (below 0.1&#x2013;0.2&#xa0;nm wavelength) have a higher tissue penetration ability and are applied widely to medical imaging and radiotherapy. A scintillator has been widely used for the detection of X-ray particles. When excited by X-ray irradiation (X-irradiation), a scintillator exhibits visible luminescence, called scintillation (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>). In other words, scintillators can down-convert X-rays into visible light. Therefore, scintillators can potentially be utilized to activate opsins for optogenetic control of neurons. Given the deep tissue penetration of X-rays, scintillator-mediated optogenetics can, in principle, be applied to any depth of the brain. This idea has been around for a long time (<xref ref-type="bibr" rid="B14">Berry et&#x20;al., 2015</xref>). However, it has only recently been experimentally proven feasible.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>X-ray-mediated optogenetics using scintillator microparticles. <bold>(A)</bold> Schematic of the energy level diagrams of scintillation. <bold>(B)</bold> Left, images of Ce:GAGG crystals illuminated with room light (top) or X-rays (bottom). Right, a scanning electron micrograph image of Ce:GAGG microparticles. <bold>(C)</bold> Schematic of the technology. X-ray-induced visible emissions by scintillator particles activate opsins. <bold>(D)</bold> Expression of cFos (red) is induced in ChRmine-expressing neurons (green) by X-ray-induced radio-luminescence emitted from Ce:GAGG microparticles <italic>in vivo</italic> at a depth of &#x223c;4.2&#xa0;mm (the schematic illustrated in left). <bold>(E)</bold> Conditioned place preference (CPP) can be induced by activating midbrain dopamine neurons with X-ray-mediated optogenetics (right), using a test chamber where X-ray pulses are irradiated in a compartment (left). <bold>(B&#x2013;E)</bold>, images modified with permission from <xref ref-type="bibr" rid="B73">Matsubara et&#x20;al. (2021)</xref>.</p>
</caption>
<graphic xlink:href="fmolb-08-771717-g002.tif"/>
</fig>
<p>The first evidence that scintillation can efficiently activate opsins and be used for optogenetic control of neurons in living animals was reported as a preprint paper (<xref ref-type="bibr" rid="B72">Matsubara et&#x20;al., 2019</xref>), and then subsequently published (<xref ref-type="bibr" rid="B73">Matsubara et&#x20;al., 2021</xref>). In this study, the authors employed Ce-doped Gd<sub>3</sub>(Al,Ga)<sub>5</sub>O<sub>12</sub> (Ce:GAGG), which exhibits green/yellow scintillation (peak wavelength: 520&#x2013;530&#xa0;nm, <xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>) and a high light yield (46,000 photons/MeV; <xref ref-type="bibr" rid="B50">Kamada et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B119">Yanagida et&#x20;al., 2013</xref>). Single crystals of Ce:GAGG are non-hygroscopic and stable; therefore, the crystals are easy to handle and process under normal laboratory conditions. Upon both ultraviolet (UV) and X-ray irradiation, Ce:GAGG crystals exhibit luminescence of essentially the same spectrum (<xref ref-type="bibr" rid="B73">Matsubara et&#x20;al., 2021</xref>) with a nanosecond-scale rise and decay kinetics (<xref ref-type="bibr" rid="B50">Kamada et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B119">Yanagida et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B123">Yeom et&#x20;al., 2013</xref>). This property is important because it enables conventional electrophysiology experiments without placing samples in an X-ray machine which is not always compatible with electrophysiological recordings. To search for the opsins that would be efficiently activated by Ce:GAGG scintillation, the authors built a recording setup where the opsin-expressing cells can be illuminated with UV-induced photo-luminescence of Ce:GAGG from underneath, through a UV-cut filter, preventing direct UV illumination onto the cells. With such a setup, the authors showed that red-shifted opsins, especially ChRmine (<xref ref-type="bibr" rid="B70">Marshel et&#x20;al., 2019</xref>) and GtACR1 (an anion-conducting ion channel opsin; <xref ref-type="bibr" rid="B39">Govorunova et&#x20;al., 2015</xref>), exhibit large photocurrents upon photo-luminescence illumination. Ce:GAGG scintillation can bidirectionally modulate the activities of ChRmine/GtACR1-expressing neurons only at intensities of a few microwatts. Micrometer-sized particles of Ce:GAGG crystals (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>) injected into the mouse brain can emit scintillation with a sufficient intensity (&#x223c;2&#xa0;&#x3bc;W/cm<sup>2</sup>) for neuronal actuation upon X-irradiation at a dose rate of 1.0&#xa0;Gy/min (<xref ref-type="fig" rid="F2">Figures 2C,D</xref>). This dose rate is similar to that of routine radiography in humans (&#x223c;0.2&#x2013;1.6&#xa0;Gy/min, depending on the target tissue), but higher than the clinical dose rate for radioscopy (less than &#x223c;17&#xa0;mGy/min). Using place preference behavior as a readout, the authors further showed that opsin-expressing midbrain dopamine neurons at a depth of &#x223c;4.2&#xa0;mm can be remotely activated or inactivated in freely behaving mice by X-irradiation (<xref ref-type="fig" rid="F2">Figure&#x20;2E</xref>). Ce:GAGG crystals are non-cytotoxic and biocompatible (<xref ref-type="bibr" rid="B73">Matsubara et&#x20;al., 2021</xref>). The Ce:GAGG particles injected in the brain (50&#xa0;mg/ml, 600&#xa0;nL) form clusters with a diameter of &#x223c;50&#x2013;200&#xa0;&#x3bc;m at the injection site and stay stably without extensive diffusion or degradation for a long period (at least 60&#xa0;days; <xref ref-type="bibr" rid="B73">Matsubara et&#x20;al., 2021</xref>). Therefore, using Ce:GAGG microparticles makes the whole process less invasive than rigid fiber implantation. Moreover, X-irradiation of Ce:GAGG crystals implanted <italic>in vivo</italic> does not cause tissue heating (<xref ref-type="bibr" rid="B73">Matsubara et&#x20;al., 2021</xref>). Thus, X-ray/scintillator-mediated optogenetics is another important option for minimally invasive optogenetics. Even though the current evidence only demonstrates its feasibility in rodent studies, given the unlimited tissue penetration of X-rays, this technology may also be applied to larger animals, including monkeys and humans, in the future.</p>
<p>The simplest way to irradiate freely moving animals with X-rays is to irradiate the entire enclosure in which the animals are placed, causing total body irradiation of X-rays. Total body X-irradiation damages radiosensitive cells in many organs, including the brain and bone marrow, depending on its cumulative dose. Therefore, one obvious concern about X-ray/scintillator-mediated optogenetics is radiation toxicity. In this regard, Matsubara et&#x20;al. provided a large dataset (<xref ref-type="bibr" rid="B73">Matsubara et&#x20;al., 2021</xref>), revealing that a low-dose, pulsed X-irradiation of less than 1.0&#xa0;Gy (corresponding to 2,400 pulses of 50&#xa0;ms stimuli) does not harm radiosensitive cells in the brain and bone marrow and is sufficient to induce behavioral changes through scintillator-mediated neuronal manipulation. Higher radiation doses would damage radiosensitive cells. In the brain, neuronal precursor cells in the hippocampus, for example, are severely damaged by high-dose radiation, causing a long-term impairment of adult neurogenesis (<xref ref-type="bibr" rid="B76">Monje et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B75">Mizumatsu et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B73">Matsubara et&#x20;al., 2021</xref>). However, because the neurogenesis-dependent turnover of neurons is a slow process (<xref ref-type="bibr" rid="B46">Imayoshi et&#x20;al., 2008</xref>), acute depletion of immature neurons would not have immediate effects. In fact, within several days after high-dose (&#x223c;7&#xa0;Gy) X-irradiation, animals behave normally and can be used for behavioral experiments (<xref ref-type="bibr" rid="B73">Matsubara et&#x20;al., 2021</xref>), although animals&#x2019; health status must be checked every day after X-irradiation. Anti-inflammation drug treatment (<xref ref-type="bibr" rid="B77">Monje et&#x20;al., 2003</xref>) or minimizing oxidative stress using a free radical scavenger (<xref ref-type="bibr" rid="B79">Motomura et&#x20;al., 2010</xref>) may mitigate the radiotoxic effects in applicable cases. Using bistable step-function opsins that can integrate photons over time (<xref ref-type="bibr" rid="B13">Berndt et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B124">Yizhar et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B111">Wietek et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B33">Eickelbeck et&#x20;al., 2020</xref>) might be another possible solution to reduce the total radiation dose by enabling longer timescale manipulation of neurons with short pulses of X-ray radiation. In experiments using head-fixed animals, focal X-irradiation would be possible with simple shielding, which prevents radiation exposure to other organs.</p>
<p>Another drawback of the X-ray-based optogenetic technology is the low intensity of luminescence emitted by scintillator particles <italic>in vivo</italic>. The intensity of radio-luminescence of Ce:GAGG particles injected in the brain tissue is estimated to be &#x223c;2&#xa0;&#x3bc;W/cm<sup>2</sup> at the immediate surroundings of the injected particles with a radiation dose rate of 1.0&#xa0;Gy/min. Such low intensities of luminescence are sufficient to modulate neuronal firings but insufficient to manipulate neuronal activities at millisecond timescales (<xref ref-type="bibr" rid="B73">Matsubara et&#x20;al., 2021</xref>). Using scintillators with higher scintillation yields and other improvements in energy transfer described in the next section would be needed to achieve more efficient regulation of neuronal activities with this technology.</p>
<p>In addition to Ce:GAGG, a blue-emitting scintillator Ce-doped Lu<sub>2</sub>SiO<sub>5</sub> (LSO:Ce; <xref ref-type="bibr" rid="B8">Bartley et&#x20;al., 2021</xref>) and a red-emitting scintillator Eu-doped Gd<sub>2</sub>(WO<sub>4</sub>)<sub>3</sub> [Gd<sub>2</sub>(WO<sub>4</sub>)<sub>3</sub>:Eu; <xref ref-type="bibr" rid="B24">Chen et&#x20;al., 2021b</xref>] have been proposed as useful for down-converting optogenetic control of neurons. Blue scintillation emitted by LSO:Ce microparticles in acute slice preparations can enhance the spontaneous transmitter release of ChR2-expressing axon terminals at a high dose rate of X-irradiation (&#x223c;3&#xa0;Gy/min) (<xref ref-type="bibr" rid="B8">Bartley et&#x20;al., 2021</xref>). <xref ref-type="bibr" rid="B24">Chen et&#x20;al. (2021b)</xref> showed that the presence of Gd<sub>2</sub>(WO<sub>4</sub>)<sub>3</sub>:Eu nanoparticles can induce electroencephalography (EEG) signals upon X-irradiation <italic>in vivo</italic> in a cortical region where a ReaChR-expressing viral vector is injected. However, because direct light illumination of metal electrodes can cause electrical artifacts (<xref ref-type="bibr" rid="B24">Cardin et&#x20;al., 2010</xref>), control experiments without ReaChR expression, but with scintillator particles, should be performed. Further careful assessment of performance and demonstration of a significant behavioral effect is required.</p>
</sec>
<sec id="s4">
<title>Future Perspectives Toward Clinical Applications of Optogenetics</title>
<p>The clinical treatment of neurological disorders may benefit from optogenetic approaches that can control the functions of well-defined neural circuits in precise timings, as demonstrated in rodent models (<xref ref-type="bibr" rid="B57">Kravitz et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B19">Chaudhury et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B58">Krook-Magnuson et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B94">Ramirez et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B71">Mastro et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B23">Chen et&#x20;al., 2021a</xref>). However, the clinical application of optogenetics for manipulating specific neuronal populations in the patient&#x2019;s brain has never been practiced. The number of neurons that need to be excited or inhibited in humans is likely larger than that in rodents (<xref ref-type="bibr" rid="B98">Shen et&#x20;al., 2020</xref>). Therefore, strategies that have been used in rodents may not be directly applicable to human cases. Recently, the first case of optogenetic therapy has been reported: viral vector-assisted expression of ChrimsonR in retinal ganglion cells partially restored visual function in a blind patient with retinitis pigmentosa (<xref ref-type="bibr" rid="B130">Sahel et&#x20;al., 2021</xref>). This was carried out in the retina, where stimulating light can be delivered to optogenetically transduced cells without optical fibers. Thus, efficient light delivery has been a major challenge in the clinical application of optogenetics (<xref ref-type="bibr" rid="B98">Shen et&#x20;al., 2020</xref>).</p>
<p>Optic fiber implantation offers the easiest and most reliable light control method. However, as discussed above, it causes various adverse effects and may not be the best option for clinical application. Employing miniature light-emitting devices can reduce tissue damage, and the use of such devices for human therapy has been discussed elsewhere (<xref ref-type="bibr" rid="B106">V&#xe1;zquez-Guardado et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B112">Won et&#x20;al., 2020</xref>). Here, we discuss the possibility of the use of NIR- or X-ray-mediated optogenetics for minimally invasive optogenetic control in humans (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). Considering the tissue penetration depth, NIR light/up-conversion-mediated optogenetics may be applied easily at the surface of the cerebral cortex but not in subcortical regions. In contrast, X-ray/scintillator-mediated optogenetics offer more applicability for deep neuronal manipulation in the brain. With these up/down-converting particles of sufficient amount diffused into a large volume of the tissue, widespread neuronal manipulation would be possible. Although injected particles are prone to aggregation (<xref ref-type="bibr" rid="B73">Matsubara et&#x20;al., 2021</xref>), smaller particles should be more diffusible in the tissue. It will be very important to quantitatively measure how effectively such nanometer-to micrometer-sized particles could be distributed within the tissue and to determine optimal particle sizes for their functionality (<xref ref-type="bibr" rid="B11">Benfenati and Lanzani, 2021</xref>). Moreover, even though these particles are biocompatible and would stay stably at the injection sites, injected particles may cause foreign body responses in the tissue (<xref ref-type="bibr" rid="B85">O&#x2019;Shea et&#x20;al., 2020</xref>). Therefore, it would also be important to assess the possible risks related to particle injections in human&#x20;cases.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Manipulating deep neurons by remote optogenetics. With technological advances, it might be possible to optically manipulate neurons in the human brain. This could aid the treatment of patients with various neurological disorders such as Parkinson&#x2019;s disease and epilepsy. NIR-mediated up-conversion optogenetics may be applied for neuronal actuation in the cortical regions, whereas X-ray-mediated down-conversion optogenetics is not constrained by tissue&#x20;depth.</p>
</caption>
<graphic xlink:href="fmolb-08-771717-g003.tif"/>
</fig>
<p>Further challenges are associated with the efficacy of opsin activation through photon-emitting particles <italic>in vivo</italic>. Up- or down-conversion nanoparticles that can bind to the extracellular part of opsin molecules may increase the efficacy of photon transmission (<xref ref-type="bibr" rid="B41">He et&#x20;al., 2015</xref>). Some of the halide scintillators such as LuI<sub>3</sub>:Ce (<xref ref-type="bibr" rid="B15">Birowosuto et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B36">Glodo et&#x20;al., 2008</xref>) and SrI<sub>2</sub>:Eu (<xref ref-type="bibr" rid="B25">Cherepy et&#x20;al., 2009</xref>) exhibit high scintillation yields (up to &#x223c;115,000 photons/MeV). However, the hygroscopic nature of these scintillators makes it difficult to employ them for <italic>in vivo</italic> optogenetics. Recently, some newly developed non-hygroscopic scintillators, such as Rb<sub>2</sub>CuBr<sub>3</sub> (<xref ref-type="bibr" rid="B120">Yang et&#x20;al., 2019</xref>), (C<sub>38</sub>H<sub>34</sub>P<sub>2</sub>)MnBr<sub>4</sub> (<xref ref-type="bibr" rid="B117">Xu et&#x20;al., 2020</xref>) and Cs<sub>3</sub>Cu<sub>2</sub>I<sub>5</sub> (<xref ref-type="bibr" rid="B62">Lian et&#x20;al., 2020</xref>), have been reported to have a higher scintillation yield than Ce:GAGG (<xref ref-type="table" rid="T1">Table&#x20;1</xref>). Therefore, it is important to test whether these scintillators can be used for X-ray-based optogenetics. In particular, blue-emitting scintillators would be more desirable because many optogenetic tools are based on blue-sensing effector proteins (for reviews, see <xref ref-type="bibr" rid="B95">Repina et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B37">Goglia and Toettcher, 2019</xref>). Furthermore, UV-emitting Rb<sub>2</sub>CuBr<sub>3</sub> (<xref ref-type="bibr" rid="B120">Yang et&#x20;al., 2019</xref>) is potentially useful for the activation of UV-sensing opsins such as parapinopsins (<xref ref-type="bibr" rid="B56">Koyanagi et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B33">Eickelbeck et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B30">Copits et&#x20;al., 2021</xref>), OPN5 (<xref ref-type="bibr" rid="B118">Yamashita et&#x20;al., 2010</xref>), HKR1 (<xref ref-type="bibr" rid="B66">Luck et&#x20;al., 2012</xref>), and switch-Cyclop (<xref ref-type="bibr" rid="B103">Tian et&#x20;al., 2021</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Non-hygroscopic scintillators for X-ray-mediated optogenetics.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Scintillator</th>
<th align="center">Emission peak (nm)</th>
<th align="center">Scintillation yield (photons/MeV)</th>
<th align="center">Cytotoxicity</th>
<th align="center">Utility in behavioral experiments</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Rb<sub>2</sub>CuBr<sub>3</sub>
</td>
<td align="center">385</td>
<td align="center">91,056</td>
<td align="center">N.A.</td>
<td align="center">N.A.</td>
<td align="center">
<xref ref-type="bibr" rid="B120">Yang et&#x20;al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">(C<sub>38</sub>H<sub>34</sub>P<sub>2</sub>)MnBr<sub>4</sub>
</td>
<td align="center">517</td>
<td align="center">79,800</td>
<td align="center">N.A.</td>
<td align="center">N.A.</td>
<td align="center">
<xref ref-type="bibr" rid="B117">Xu et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">Cs<sub>3</sub>Cu<sub>2</sub>I<sub>5</sub>
</td>
<td align="center">445</td>
<td align="center">79,279</td>
<td align="center">N.A.</td>
<td align="center">N.A.</td>
<td align="center">
<xref ref-type="bibr" rid="B62">Lian et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">Gd<sub>2</sub>O<sub>2</sub>S:Tb</td>
<td align="center">545</td>
<td align="center">60,000</td>
<td align="center">N.A.</td>
<td align="center">N.A.</td>
<td align="center">
<xref ref-type="bibr" rid="B105">van Eijk (2002)</xref>
</td>
</tr>
<tr>
<td align="left">Ce:GAGG</td>
<td align="center">520&#x2013;530</td>
<td align="center">46,000</td>
<td align="center">No</td>
<td align="center">Yes</td>
<td align="center">
<xref ref-type="bibr" rid="B50">Kamada et&#x20;al. (2012)</xref>; <xref ref-type="bibr" rid="B73">Matsubara et&#x20;al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">LSO:Ce</td>
<td align="center">420</td>
<td align="center">30,900</td>
<td align="center">No</td>
<td align="center">N.A. (tested <italic>in&#x20;vitro</italic>)</td>
<td align="center">
<xref ref-type="bibr" rid="B100">Spurrier et&#x20;al. (2008)</xref>; <xref ref-type="bibr" rid="B7">Bartley et&#x20;al. (2019)</xref>; <xref ref-type="bibr" rid="B8">Bartley et&#x20;al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">Gd<sub>2</sub>(WO<sub>4</sub>)<sub>3</sub>:Eu</td>
<td align="center">613</td>
<td align="center">N.A.</td>
<td align="center">N.A.</td>
<td align="center">N.A. (tested with EEG)</td>
<td align="center">
<xref ref-type="bibr" rid="B24">Chen et&#x20;al. (2021b)</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>N.A.: data not available.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>Recent advances in material science integrated with neuroscience have made it possible to achieve remote optogenetic control of neuronal activity in living animals. NIR- or X-ray-mediated optogenetics using up- or down-converting phosphor particles offer full wireless actuation of neurons in living animals without implantation of any devices or batteries. These particles can be injected into the brain and stay for a long period without causing cytotoxicity, serving as minimally invasive optogenetic actuators. Although NIR light can penetrate only up to several millimeters of tissue, X-ray-mediated optogenetics is practically unconstrained by tissue depth. These technologies should be advantageous for behavioral experiments in animal models and future clinical applications to treat neurological diseases. A common issue with these techniques is that the luminescence intensity emitted from these particles <italic>in vivo</italic> is not high enough to instantaneously induce action potentials in neurons with millisecond temporal precision. Therefore, future improvements in the light yields of these particles to convert the energy of NIR light or X-rays to visible light and engineering of opsin-bound up/down-converting nanocrystals are needed to allow more efficient control of neuronal functions. With these improvements, NIR/X-ray-mediated optogenetics combined with other biomedical technologies using light could be applied widely for functional studies in biology and medicine.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Author Contributions</title>
<p>TM wrote the initial draft and made the figures. TY wrote the manuscript and modified the figures. All authors reviewed and edited the final manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by grants from JSPS KAKENHI (19H03533 to TY, 20K22680 and 21K15191 to TM), JST FOREST (JPMJFR204H to TY), Uehara Memorial Foundation (to TY), Asahi Glass Foundation (to TY), and The Ichiro Kanehara Foundation (to&#x20;TY).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>TY and TM filed a patent for optogenetic use of Ce:GAGG.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<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>
<ack>
<p>We thank Dr. Hideaki E. Kato for valuable comments.</p>
</ack>
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