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<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="1.3" xml:lang="en" article-type="research-article"><?properties open_access?><?properties manuscript?><processing-meta base-tagset="archiving" mathml-version="3.0" table-model="xhtml" tagset-family="jats"><restricted-by>pmc</restricted-by></processing-meta><front><journal-meta><journal-id journal-id-type="nlm-journal-id">0376425</journal-id><journal-id journal-id-type="pubmed-jr-id">6457</journal-id><journal-id journal-id-type="nlm-ta">Photochem Photobiol</journal-id><journal-id journal-id-type="iso-abbrev">Photochem Photobiol</journal-id><journal-title-group><journal-title>Photochemistry and photobiology</journal-title></journal-title-group><issn pub-type="ppub">0031-8655</issn><issn pub-type="epub">1751-1097</issn></journal-meta><article-meta><article-id pub-id-type="pmid">39431526</article-id><article-id pub-id-type="pmc">12019814</article-id><article-id pub-id-type="doi">10.1111/php.14035</article-id><article-id pub-id-type="manuscript">HHSPA2071872</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title-group><article-title>Extending the acute skin response spectrum to include the far-UVC</article-title></title-group><contrib-group><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0009-0000-8945-8912</contrib-id><name><surname>Gutierrez-Bayona</surname><given-names>Natalia E.</given-names></name><xref rid="A1" ref-type="aff">1</xref></contrib><contrib contrib-type="author"><name><surname>Petersen</surname><given-names>Camryn</given-names></name><xref rid="A1" ref-type="aff">1</xref></contrib><contrib contrib-type="author"><name><surname>Hashmi</surname><given-names>Raabia H.</given-names></name><xref rid="A1" ref-type="aff">1</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0002-3455-3602</contrib-id><name><surname>Buonanno</surname><given-names>Manuela</given-names></name><xref rid="A1" ref-type="aff">1</xref></contrib><contrib contrib-type="author"><name><surname>Shuryak</surname><given-names>Igor</given-names></name><xref rid="A1" ref-type="aff">1</xref></contrib><contrib contrib-type="author"><name><surname>Ponnaiya</surname><given-names>Brian</given-names></name><xref rid="A1" ref-type="aff">1</xref></contrib><contrib contrib-type="author"><name><surname>Kleiman</surname><given-names>Norman J.</given-names></name><xref rid="A2" ref-type="aff">2</xref></contrib><contrib contrib-type="author"><name><surname>Brenner</surname><given-names>David J.</given-names></name><xref rid="A1" ref-type="aff">1</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0003-2784-496X</contrib-id><name><surname>Welch</surname><given-names>David</given-names></name><xref rid="A1" ref-type="aff">1</xref></contrib></contrib-group><aff id="A1"><label>1</label>Center for Radiological Research, Columbia University Irving Medical Center, New York City, New York, USA</aff><aff id="A2"><label>2</label>Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University Irving Medical Center, New York City, New York, USA</aff><author-notes><corresp id="CR1"><bold>Correspondence:</bold> Natalia E. Gutierrez-Bayona, Center for Radiological Research, Columbia University Irving Medical Center, New York City, NY, USA. <email>ng2949@cumc.columbia.edu</email></corresp></author-notes><pub-date pub-type="nihms-submitted"><day>19</day><month>4</month><year>2025</year></pub-date><pub-date pub-type="ppub"><season>May-Jun</season><year>2025</year></pub-date><pub-date pub-type="epub"><day>21</day><month>10</month><year>2024</year></pub-date><pub-date pub-type="pmc-release"><day>16</day><month>5</month><year>2025</year></pub-date><volume>101</volume><issue>3</issue><fpage>673</fpage><lpage>682</lpage><permissions><license><ali:license_ref xmlns:ali="http://www.niso.org/schemas/ali/1.0/" specific-use="textmining" content-type="ccbyncndlicense">https://creativecommons.org/licenses/by-nc-nd/4.0/</ali:license_ref><license-p>This is an open access article under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/">Creative Commons Attribution-NonCommercial-NoDerivs</ext-link> License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.</license-p></license></permissions><abstract id="ABS1"><p id="P1">Guidance on maximal limits for ultraviolet (UV) exposure has been developed by national and international organizations to protect against adverse effects on human skin and eyes. These guidelines consider the risk of both acute effects (i.e., erythema and photokeratitis) and delayed effects (e.g., skin and ocular cancers) when determining exposure limits, and specify the dose a person can safely receive during an 8-h period without harmful effects. The determination of these exposure limits relies on the action spectra of photobiological responses triggered by UV radiation that quantify the effectiveness of each wavelength at eliciting each of these effects. With growing interest in using far-UVC (200&#x02013;235 nm) radiation to control the spread of airborne pathogens, recent arguments have emerged about revisiting exposure limits for UV wavelengths. However, the standard erythema action spectrum, which provides some of the quantitative basis for these limits, has not been extended below 240 nm. This study assists to expand the erythema action spectrum to far-UVC wavelengths using a hairless albino mice model. We estimate that inducing acute effects on mouse skin with 222 nm radiation requires a dose of 1162 mJ/cm<sup>2</sup>, well above the current ACGIH skin exposure limit of 480 mJ/cm<sup>2</sup>.</p></abstract><kwd-group><kwd>acute effects</kwd><kwd>far-UVC</kwd><kwd>skin safety</kwd></kwd-group></article-meta></front><body><sec id="S1"><title>INTRODUCTION</title><p id="P2">Exposure of human skin to ultraviolet (UV) radiation can cause an array of phototoxic effects including induction of inflammatory responses that can lead to skin aging,<sup><xref rid="R1" ref-type="bibr">1</xref></sup> sunburns (erythema),<sup><xref rid="R2" ref-type="bibr">2</xref></sup> and skin cancer.<sup><xref rid="R3" ref-type="bibr">3</xref>,<xref rid="R4" ref-type="bibr">4</xref></sup> The UV light spectrum spans wavelengths from 100 to 400 nm and can be subdivided into three bands: UVA (315&#x02013;400 nm), UVB (280&#x02013;315 nm), and UVC (100&#x02013;280 nm).<sup><xref rid="R5" ref-type="bibr">5</xref></sup> Contained within the UVC band is a sub-band known as far-UVC that ranges from 200 to 235 nm. Each of these UV bands, characterized by their specific wavelengths and photon energy, are known to exert a variety of effects on the skin due to their penetrative capacity and interaction with different biophysical targets found within cells. The longest wavelengths, UVA, can penetrate deep into the dermis due to their lower photon energies that do not get absorbed by cellular biomolecules but can nevertheless induce the formation of damaging reactive oxygen species.<sup><xref rid="R6" ref-type="bibr">6</xref></sup> In contrast, shorter wavelengths found within the UVB and UVC bands are mostly absorbed in the epidermis by interactions with major cellular biomolecules such as DNA and proteins.<sup><xref rid="R2" ref-type="bibr">2</xref>,<xref rid="R7" ref-type="bibr">7</xref>,<xref rid="R8" ref-type="bibr">8</xref></sup></p><p id="P3">The first line of defense of the skin against UV radiation is the outermost layer of the epidermis known as the stratum corneum (SC). Acting as a biomechanical barrier, the SC provides protection against various environmental factors and serves as an optical barrier against UV light.<sup><xref rid="R7" ref-type="bibr">7</xref></sup> Research indicates that the SC absorbs UVC light most effectively, resulting in more significant mechanical and structural damage to the SC, than that induced by UVB and far less than that from UVA exposure.<sup><xref rid="R7" ref-type="bibr">7</xref>,<xref rid="R9" ref-type="bibr">9</xref></sup> The transmission and thickness of the stratum corneum determines the level of optical protection it provides to the dividing cells found in the underlying skin layers.<sup><xref rid="R10" ref-type="bibr">10</xref>&#x02013;<xref rid="R12" ref-type="bibr">12</xref></sup> The high absorption of UVC light by the SC, particularly in the far-UVC region, is attributed to absorption by peptide bonds of proteins and lipids, while absorption in the UVB range is mainly due to keratin and melanin, and in the UVA range by melanin.<sup><xref rid="R8" ref-type="bibr">8</xref>,<xref rid="R13" ref-type="bibr">13</xref>&#x02013;<xref rid="R15" ref-type="bibr">15</xref></sup></p><p id="P4">Due to the different harmful effects that each component of the UV spectrum has on the skin and eyes,<sup><xref rid="R5" ref-type="bibr">5</xref></sup> guidance on maximal safety limits for UV exposure has been developed by national and international groups.<sup><xref rid="R16" ref-type="bibr">16</xref>,<xref rid="R17" ref-type="bibr">17</xref></sup> These guidelines were established to minimize both the risk of acute adverse effects (i.e., erythema and photokeratitis),<sup><xref rid="R18" ref-type="bibr">18</xref></sup> as well as delayed effects (i.e., skin and ocular cancers).<sup><xref rid="R19" ref-type="bibr">19</xref>,<xref rid="R20" ref-type="bibr">20</xref></sup> These exposure limits depend on the wavelength and the photobiological responses induced, where thresholds for each biological effect vary strongly with wavelength. To this extent, action spectra have been developed that allows quantitative measure of the spectral effectiveness of each wavelength at eliciting specific biological effects.<sup><xref rid="R21" ref-type="bibr">21</xref></sup></p><p id="P5">The earliest and most widely used guidelines for human exposure limits to radiation are issued by the American Conference of Governmental Industrial Hygienists (ACGIH) and are referred to as Threshold Limit Values (TLVs<sup>&#x000ae;</sup>).<sup><xref rid="R22" ref-type="bibr">22</xref></sup> TLVs<sup>&#x000ae;</sup> have been defined as the dose to which nearly all healthy workers can be exposed during an 8-h period without experiencing acute adverse effects or an increased risk of developing delayed effects.<sup><xref rid="R22" ref-type="bibr">22</xref>,<xref rid="R23" ref-type="bibr">23</xref></sup> Similar guidelines on the limits of exposure have been implemented by the International Commission on Non-Ionizing Radiation Protection (ICNIRP) in collaboration with the World Health Organization (WHO).<sup><xref rid="R17" ref-type="bibr">17</xref></sup></p><p id="P6">In 2021, a review by Sliney and Stuck argued for raising the exposure limits for wavelengths below 300 nm.<sup><xref rid="R24" ref-type="bibr">24</xref></sup> They based their argument on numerous studies that found that the existing thresholds set for 222 and 207 nm to be overly conservative considering the minimal biological effects induced by these wavelengths.<sup><xref rid="R24" ref-type="bibr">24</xref>&#x02013;<xref rid="R31" ref-type="bibr">31</xref></sup> Subsequently, in 2022, ACGIH increased the TLVs<sup>&#x000ae;</sup> for wavelengths below 240 nm and established separate limits for eyes and skin at wavelengths below 300 nm. Notably, higher exposure limits were set for wavelengths below 300 nm for cases where human skin is exposed but the eyes are protected.<sup><xref rid="R32" ref-type="bibr">32</xref></sup> The TLVs<sup>&#x000ae;</sup> for the shorter wavelengths in the far-UVC region were increased for both eye and skin exposures. Radiation at 222 nm, which is of particular interest for its antimicrobial properties within occupied spaces using filtered KrCl excimer lamps,<sup><xref rid="R33" ref-type="bibr">33</xref>,<xref rid="R34" ref-type="bibr">34</xref></sup> had the TLVs<sup>&#x000ae;</sup> raised from 23 to 160 mJ/cm<sup>2</sup> for eyes and to 480 mJ/cm<sup>2</sup> for the skin.<sup><xref rid="R24" ref-type="bibr">24</xref>,<xref rid="R32" ref-type="bibr">32</xref>,<xref rid="R35" ref-type="bibr">35</xref></sup></p><p id="P7">Even though considerable evidence suggests the new skin threshold limits for wavelengths below 240 nm pose minimal risk,<sup><xref rid="R19" ref-type="bibr">19</xref>,<xref rid="R24" ref-type="bibr">24</xref></sup> the standard erythema action spectra, which provide the quantitative basis for these limits, have not been extended below 240 nm.<sup><xref rid="R16" ref-type="bibr">16</xref>,<xref rid="R36" ref-type="bibr">36</xref>,<xref rid="R37" ref-type="bibr">37</xref></sup> Therefore, there is a need to expand the erythema action spectrum curve to include results down to 200 nm to better define the potential hazards of far-UVC exposures.<sup><xref rid="R38" ref-type="bibr">38</xref>&#x02013;<xref rid="R40" ref-type="bibr">40</xref></sup> Previous research on murine models regarding far-UVC skin safety noted that erythema may not be the most accurate indicator of acute skin response at these wavelengths, as scale formation (flaking) has been observed to occur in the absence of erythema following 222 nm UV exposure.<sup><xref rid="R27" ref-type="bibr">27</xref>,<xref rid="R38" ref-type="bibr">38</xref>,<xref rid="R41" ref-type="bibr">41</xref></sup> Consequently, more appropriate evaluation methods have been adopted to determine the acute effects of far-UVC on the skin. These methods include a new threshold dose estimate termed the minimal perceptible response dose (MPRD), which considers the development of erythema, edema, scales, and fissures, rather than solely relying on the minimal erythema dose (MED). It has been observed that using MPRD evaluations to assess the effects of UVB radiation provides action spectra similar to the human erythema action spectra.<sup><xref rid="R38" ref-type="bibr">38</xref></sup> In the current study, we expand the erythema response spectrum down to 200 nm in hairless, albino, SKH-1 mice using MPRD evaluations. The SKH-1 experimental mouse model is often used in dermatological UVB exposure studies because this strain is particularly sensitive to UV effects and develops skin damage similar to that seen in humans.<sup><xref rid="R40" ref-type="bibr">40</xref></sup> Irradiations were performed with wavelengths between 200 and 270 nm in 5 nm increments using a UV monochromator with a narrow bandwidth emission.<sup><xref rid="R24" ref-type="bibr">24</xref>,<xref rid="R42" ref-type="bibr">42</xref></sup> The use of a narrow bandwidth provided more detailed information about the sharp increase in erythema response observed in the 230&#x02013;240 nm range. This study reports minimal perceptible response threshold doses for mice skin for wavelengths across the UVC spectrum.</p></sec><sec id="S2"><title>MATERIALS AND METHODS</title><sec id="S3"><title>Monochromatic source</title><p id="P8">An optical system was assembled to deliver monochromatic UV light to specific locations on the dorsal surface of mice. An EQ-77 high-brightness, long-life, broadband laser-driven light source (Energetiq Technology, Inc.) was focused into a Newport Cornerstone 260 1/4 m monochromator (CS260-RG-2-FH-A). The monochromator was equipped with a 1201.6 g/mm plane blazed holographic reflection grating (#53-*&#x02212;200H with master no. 5482; 250 nm nominal blaze wavelength, Newport) and a 600 g/mm plane holographic grating (#53-*&#x02212;313H with master no. 6018, 250 nm nominal blaze wavelength, Newport) to maximize optical throughput in the UVC. Fixed slits with a slit size of 600 &#x003bc;m (77,216, Newport) were used for all experiments. With this setup, the monochromator output bandwidth at full width half maximum (FWHM) was nominally 1.9 nm for the 1201.6 g/mm grating and 3.8 nm for the 600 g/mm grating.</p><p id="P9">The optical power was measured with an 818-UV/DB low-power UV-enhanced silicon photodetector (Newport). The average size of the exposure area was measured to be 0.23 cm<sup>2</sup>, which was determined by exposing radiation sensitive film (OrthoChromic Film OC-1, Orthochrome Inc.), scanning the film using an Epson Perfection V850 Pro flatbed scanner (Epson America), and determining the exposed area using ImageJ.<sup><xref rid="R43" ref-type="bibr">43</xref></sup> The irradiance was determined by dividing the output power for a chosen wavelength by the exposure area. The spectral irradiance was measured with a Gigahertz-Optik BTS2048-UV Spectroradiometer (Gigahertz-Optik, Inc.). The FWHM for the nominally 1.9 nm setup was measured as 2.2 nm, and the FWHM for the nominally 3.8 nm setup was 4.4 nm. These two exposure scenarios are referred to as the 2 or 4 nm bandwidth exposures throughout this manuscript.</p></sec><sec id="S4"><title>Mice</title><p id="P10">Eight-week-old male albino hairless SKH1-Elite mice, strain 477, were obtained from Charles River Laboratories. Mice were allowed to acclimatize for one to 2 weeks after receipt. They were housed in standard filter top cages with ad libitum access to water and Purina laboratory chow. Just prior to irradiation, the 8&#x02013;9-week-old mice were anesthetized with an intraperitoneal injection of a ketamine/xylazine mixture (100 mg/kg/10 mg/kg respectively). If an animal awakened during irradiation, an additional injection of 0.125 mL of the ketamine/xylazine mixture was administered. The depth of anesthesia was confirmed by toe pinch. Puralube ophthalmic ointment (Dechra Veterinary Products) was applied to the eyes during anesthesia. A grid of approximately 2 cm &#x000d7; 4 cm was drawn on the mouse dorsal skin with a permanent marker to define exposure regions and the dorsal side of the mouse was photographed prior to any exposure (<xref rid="F1" ref-type="fig">Figure 1A</xref>). Pictures of the mouse dorsal skin were taken with a Canon EOS Rebel T7 (Canon USA). The camera was mounted with its lens positioned 22 cm from the surface where the mouse was located, positioned between two light boxes (Light Box #810, B&#x00026;H photo and electronics). Mice were euthanized by CO<sub>2</sub> asphyxiation 72-h after exposure. All animal procedures were approved by the Columbia University Institutional Animal Care and Use Committee (IACUC).</p></sec><sec id="S5"><title>Experimental design</title><p id="P11">To estimate the dose that elicited the minimal perceptible response for each wavelength from 200 to 270 nm in 5 nm steps, we utilized a two-stage process. The first stage exposed a single mouse to six different doses at a single wavelength to roughly determine the dose that induced the minimal perceptible skin response. To determine the exposure doses for each mouse in this first stage, the current 8-h exposure limit as defined by ICNIRP for each respective wavelength, was used as well as 2, 4, 8, 16, and 32 times the ICNIRP exposure limit (<xref rid="SD1" ref-type="supplementary-material">Table S1</xref>).<sup><xref rid="R17" ref-type="bibr">17</xref></sup> The regions that were exposed within the grid drawn on the mouse dorsal skin (<xref rid="F1" ref-type="fig">Figure 1A</xref>) were randomly selected for each mouse and the remaining two regions on the grid were left as unexposed controls. The first step exposures were performed with a bandwidth of 2 nm, except for the 200 nm exposures, which used a 4 nm FWHM (<xref rid="F2" ref-type="fig">Figure 2</xref>) due to the large doses required and the limited time that the mouse could be maintained under anesthesia. The high doses for 200, 205, and 210 nm required exposure times that exceeded the allowable mouse anesthesia time; therefore the six exposures were split across two mice instead of a single mouse.</p><p id="P12">Mice were evaluated at 24, 48, and 72 h after irradiation. Each skin spot was evaluated for changes in texture and color (<xref rid="F1" ref-type="fig">Figure 1B</xref>,<xref rid="F1" ref-type="fig">C</xref>), including but not limited to the development of erythema, edema, flaking, or fissuring, by two team members who were blinded to the dose. Additionally, a photograph of the dorsal skin of each mouse was taken at each evaluation time. The highest dose that was administered for each wavelength that was determined to be negative for all the test criteria was assigned to be the new estimated safe dose for that wavelength.</p><p id="P13">Following the establishment of a roughly estimated safe dose for each wavelength during the first stage of the process (20 mice used), the second stage made use of cohorts of eight mice that helped to further narrow the threshold estimate (123 mice in total). For each wavelength, all eight mice were exposed to a set of doses including the newly established estimated safe dose at each respective wavelength followed by 1.25&#x000d7;, 1.5&#x000d7;, 1.75&#x000d7;, and 2&#x000d7; this new estimated safe dose (<xref rid="SD1" ref-type="supplementary-material">Table S1</xref>). The five exposure sites were randomly assigned to the eight positions at the dorsal of the mouse, with the remaining three positions used as unexposed controls. Exposures for wavelengths from 235 to 270 nm were performed with a bandwidth of 2 nm (<xref rid="F2" ref-type="fig">Figure 2A</xref>). For wavelengths of 230 nm and lower, the exposure bandwidth was increased to 4 nm (<xref rid="F2" ref-type="fig">Figure 2B</xref>), as the new dose estimates established during the first stage indicated very high doses were required. This increase in the exposure bandwidth increased the optical power throughput of the monochromator system, shortening the exposure time for a given dose. Even with the increased bandwidth, the large doses determined for wavelengths of 215 nm and below required a reduction in the number of exposures to each mouse to allow for the total exposure time to remain within the time the mouse could be kept anesthetized. For 215 nm the exposures were limited to 1&#x000d7;, 1.25, and 1.5&#x000d7; the estimated dose; for 210 and 205 nm the exposures were limited to 1&#x000d7; and 1.25&#x000d7; the estimated dose; and for 200 nm the exposure was limited to the single dose.</p></sec><sec id="S6"><title>Data analysis</title><p id="P14">From the collected data, logistic regression models were constructed and compared using the <italic toggle="yes">glmulti R</italic> package. Various combinations of predictor terms, including wavelength (<italic toggle="yes">w</italic>, in nm), <italic toggle="yes">w</italic><sup><italic toggle="yes">2</italic></sup>, log<sub>10</sub>-transformed dose (<italic toggle="yes">D</italic>, mJ/cm<sup>2</sup>; it was set to 0 if the original dose was 0), <italic toggle="yes">D</italic><sup><italic toggle="yes">2</italic></sup>, evaluation time point (<italic toggle="yes">t</italic>, hours), and <italic toggle="yes">t</italic><sup><italic toggle="yes">2</italic></sup>, were explored. Additionally, multiplicative interactions between these terms were examined. The selection of the most appropriate model variant was based on the Akaike information criterion (AIC) with sample size correction. To account for potential variability between individual mice and for correlated responses within the same mouse, random effects were incorporated by considering mouse and cage effects for both intercepts (baselines) and &#x0201c;slope&#x0201d; terms in the best-supported model. The best supported mixed effects model was also selected based on AIC.</p><p id="P15">The dose value at which the predicted probability of the effect (MPRD) would reach 50% (D<sub>50</sub>) was calculated for the best-supported mixed effects model using its best-fit parameters. Uncertainties of D<sub>50</sub> for each wavelength were calculated using refitting of the best-supported model to 1000 bootstrapped versions of the data set. Confidence intervals (95% CIs) for D<sub>50</sub> were estimated from the bootstrapped data fits using the 2.5th and 97.5th percentiles of the D<sub>50</sub> distribution at each wavelength.</p></sec></sec><sec id="S7"><title>RESULTS</title><sec id="S8"><title>Minimal skin reactions to UVC exposures</title><p id="P16">Similar to previous studies on acute skin responses to UV radiation,<sup><xref rid="R38" ref-type="bibr">38</xref>,<xref rid="R41" ref-type="bibr">41</xref></sup> mouse skin was visually evaluated for the obvious changes in texture and color, including but not limited to the development of edema, scaling, erythema, and/or fissures 24-, 48-, and 72-h after irradiation (<xref rid="F1" ref-type="fig">Figure 1B</xref>,<xref rid="F1" ref-type="fig">C</xref>). Due to the small size of the irradiated skin areas, these evaluations also included comparisons to the surrounding unirradiated skin, focusing on any changes to the texture or color. No grading was made to quantify the severity of the skin reactions. However, based on the photographic records obtained from the irradiated mice across all exposure doses and wavelengths tested, a wide range of sensitivity was observed within the mouse population (<xref rid="F3" ref-type="fig">Figure 3</xref>), with no discernible trend in skin reactions. Erythema was the most consistently observed and easily perceived endpoint in the photographs for the highest exposure doses used at wavelengths above 215 nm (<xref rid="F1" ref-type="fig">Figure 1C</xref>). For some of the mice population, scale formation (scaling) on the irradiated portion of the skin was also observed, primarily developing at the 48-h mark or later for wavelengths above 215 nm.</p><p id="P17">The photographs taken of the skin reactions at each irradiation wavelength were found to be difficult to use for analysis of the MPRD. Upon reviewing the photographic records, it became apparent that some of the skin reactions could not be clearly differentiated due to the small size of the irradiated area. Based on these photographs, erythema was the only skin reaction that was easily identifiable in the photographs (<xref rid="F1" ref-type="fig">Figure 1c</xref>), while edema was visually discernible to a lesser extent. Scaling posed the most significant challenge to image, particularly at doses below the maximum exposure levels.</p></sec><sec id="S9"><title>Data analysis</title><p id="P18">The best-supported logistic regression mixed effects model indicated that the time of evaluation for MPRD (24, 48, 72 h) had minimal importance and was therefore discarded. The best-supported mixed effects model had the following fixed effect&#x02019;s structure, where <italic toggle="yes">P</italic> is the predicted effect probability, <italic toggle="yes">D</italic> is log<sub>10</sub>-transformed dose, <italic toggle="yes">w</italic> is wavelength, and <italic toggle="yes">b</italic><sub><italic toggle="yes">1</italic></sub>&#x02013;<italic toggle="yes">b</italic><sub><italic toggle="yes">3</italic></sub> are adjustable parameters:
<disp-formula id="FD1">
<label>(1)</label>
<mml:math id="M1" display="block"><mml:mrow><mml:mi>P</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mn>1</mml:mn><mml:mrow><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mtext>exp</mml:mtext><mml:mo stretchy="false">(</mml:mo><mml:mo>&#x02212;</mml:mo><mml:mo stretchy="false">[</mml:mo><mml:msub><mml:mi>b</mml:mi><mml:mn>1</mml:mn></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi>b</mml:mi><mml:mn>2</mml:mn></mml:msub><mml:mi>D</mml:mi><mml:mo>+</mml:mo><mml:msub><mml:mi>b</mml:mi><mml:mn>3</mml:mn></mml:msub><mml:msup><mml:mi>w</mml:mi><mml:mn>2</mml:mn></mml:msup><mml:mi>D</mml:mi><mml:mo stretchy="false">]</mml:mo><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mfrac></mml:mrow></mml:math>
</disp-formula></p><p id="P19">The probability was calculated for each exposure dose evaluated at every wavelength during the different stages of the study using the best-supported model, and then compared to the mean of the skin evaluation results (<xref rid="F3" ref-type="fig">Figure 3</xref>). The slight differences observed in the fit of the predicted probability for each mouse were attributed to random effects. Once we confirmed the model accurately predicts the observed skin response according to dose and wavelength, we determined the dose at which the predicted probability of the skin effect would reach 50% (D<sub>50</sub>). We therefore solved the model <xref rid="FD1" ref-type="disp-formula">Equation (1)</xref> for <italic toggle="yes">D</italic>, where <italic toggle="yes">p</italic> = 0.5:
<disp-formula id="FD2">
<label>(2)</label>
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</disp-formula></p><p id="P20">Notably, this D<sub>50</sub> calculation is on a log<sub>10</sub> scale, and generated using only the fixed effects terms from the model, ignoring inter-mouse variations. The observed skin effect values, reported on a linear scale, for wavelengths ranging from 200 to 215 nm (<xref rid="T1" ref-type="table">Table 1</xref>), never reached 50% (<xref rid="F3" ref-type="fig">Figure 3</xref>), so the D<sub>50</sub> values that were calculated for these wavelengths are very high (&#x0003e;10<sup>4</sup>) and extrapolations. The actual D<sub>50</sub> could not be estimated in that wavelength region using the current data.</p></sec><sec id="S10"><title>Response spectrum</title><p id="P21">The predicted threshold doses for acute skin reactions triggered by UVC wavelengths ranging from 200 to 270 nm revealed a sharp increase in the response spectra as far-UVC wavelengths decreased (<xref rid="F4" ref-type="fig">Figure 4</xref>). This sharp increase becomes notable at 240 nm, further intensifying at lower wavelengths, indicating that higher doses are required in the lower wavelengths of the UVC spectrum to elicit an acute skin response compared to longer wavelengths. This suggests that the shorter wavelengths found within the far-UVC region of the spectrum are less efficient than longer wavelengths of UVC at triggering acute skin responses in mouse skin. Specifically, at the 222 nm wavelength, we predict that a dose of 1162 mJ/cm<sup>2</sup> is needed to induce an acute skin reaction response within 72 h, which is well above the current exposure skin limits set at 480 mJ/cm<sup>2</sup>.<sup><xref rid="R32" ref-type="bibr">32</xref></sup></p></sec></sec><sec id="S11"><title>DISCUSSION</title><p id="P22">This study provides the most comprehensive analysis of mice acute skin response spectrum after UVC exposure (<xref rid="F4" ref-type="fig">Figure 4</xref>). Previous reports of short-term skin responses to UV irradiation are limited for wavelengths below 250 nm primarily due to experimental inaccessibility to (1) a monochromator able to irradiate at spectral bandwidth less than 10 nm, and (2) limiting examinations to wavelengths from those principally emitted by gas lamps.<sup><xref rid="R24" ref-type="bibr">24</xref>,<xref rid="R42" ref-type="bibr">42</xref></sup> By taking proper consideration of the spectral bandwidth and utilizing narrow bandwidth exposures in 5 nm increments with minimal contributions of stray radiation (<xref rid="F2" ref-type="fig">Figure 2</xref>), we are able to accurately report the effectiveness of UVC wavelengths at inducing short-term skin effects down to 200 nm. This approach helps reduce the uncertainty inherent in predicting the effect of each wavelength on specific photobiological outcomes.<sup><xref rid="R42" ref-type="bibr">42</xref></sup></p><p id="P23">The acute skin response spectrum reported in this study, derived from the predicted threshold doses (D<sub>50</sub>), revealed a sharp increase in the doses required to trigger a response for UVC wavelengths below 240 nm (<xref rid="F4" ref-type="fig">Figure 4</xref> and <xref rid="T1" ref-type="table">Table 1</xref>). This increase in threshold doses needed to induce short-term skin effects have been attributed to the very short epidermal transmittance demonstrated by these short wavelengths in mammalian skin.<sup><xref rid="R11" ref-type="bibr">11</xref>,<xref rid="R12" ref-type="bibr">12</xref></sup> It has been shown that wavelengths within the far-UVC spectrum become highly absorbed by stratum corneum significantly reducing their penetration into the deeper layers of the epidermis.<sup><xref rid="R12" ref-type="bibr">12</xref></sup> The human stratum corneum has been determined to be typically 15&#x02013;30 &#x003bc;m thick, while the epidermis has been found to range between 56 and 81 &#x003bc;m, varying depending on the body site.<sup><xref rid="R44" ref-type="bibr">44</xref>,<xref rid="R45" ref-type="bibr">45</xref></sup> During this study, we measured the average thickness of the stratum corneum in hairless mice dorsal skin to be 4.70 &#x000b1; 0.88 &#x003bc;m, while the epidermis measured 20.86 &#x000b1; 5.52 &#x003bc;m (<xref rid="SD1" ref-type="supplementary-material">Table S2</xref>).</p><p id="P24">This significant difference in stratum corneum and epidermis thickness between the SKH1 mouse model and human skin suggests that the skin responses observed in this study in hairless SKH1 mice, particularly for the far-UVC region,<sup><xref rid="R7" ref-type="bibr">7</xref>,<xref rid="R12" ref-type="bibr">12</xref></sup> may underestimate the human skin UV threshold.<sup><xref rid="R40" ref-type="bibr">40</xref>,<xref rid="R46" ref-type="bibr">46</xref></sup> Furthermore, to gain a better understanding of the overall impact of far-UVC radiation on the skin, it is crucial to investigate its effects on the stratum corneum, especially the extent of structural damage it causes. Methods that measure the level of mechanical and structural degradation inflicted by far-UVC, such as assessments of transepidermal water loss<sup><xref rid="R47" ref-type="bibr">47</xref>,<xref rid="R48" ref-type="bibr">48</xref></sup> or alteration in corneodesmosome junctions,<sup><xref rid="R7" ref-type="bibr">7</xref></sup> should be pursued.</p><p id="P25">In an earlier far-UVC safety skin study that used hairless SKH1 mice models,<sup><xref rid="R41" ref-type="bibr">41</xref></sup> it was stated that a more appropriate consideration of acute effects for UVC radiation involves the development of erythema, edema, scales, and fissures, rather than solely relying on erythema. This approach was established by Yamano et al.<sup><xref rid="R41" ref-type="bibr">41</xref></sup> as a more accurate method to study the effects that far-UVC has on skin cutaneous responses,<sup><xref rid="R47" ref-type="bibr">47</xref></sup> as erythema was rarely observed, while edema and scale formation were more evident. While their study used excimer lamps emitting wavelengths at 207, 222, 235 nm to explore the effects of far-UVC light on 1-cm square irradiated skin regions, our study irradiated a smaller area of mice skin. Despite the significantly smaller irradiated area in our study compared to previous research, visualizing acute responses was not challenging, especially when compared to the surrounding unirradiated skin. However, this clarity did not extend to the photographic records of these acute reactions. Erythema was the most easily perceptible skin response in the photographs (<xref rid="F1" ref-type="fig">Figure 1B</xref>,<xref rid="F1" ref-type="fig">C</xref>). Recognizing the formation of scales and edema proved to be challenging, as we relied solely on visual inspections, whereas Yamano et al.<sup><xref rid="R41" ref-type="bibr">41</xref></sup> utilized both visual and palpation inspections to make these observations. Additionally, the photographs revealed significant variability in the detectable skin reactions between mice (<xref rid="F3" ref-type="fig">Figure 3</xref>), making it difficult to identify trends that could differentiate the effects triggered by the far-UVC region of the spectrum from other, longer wavelength, UVC radiation. If both visual and palpation inspections cannot be achieved in future skin acute studies, clearer recognition of the triggered acute reactions could be achieved by documenting descriptions in person during the experiments, as done by Yamano et al.</p><p id="P26">Based on the mouse skin acute response spectrum reported in this study, which covers UVC wavelengths from 200 to 270 nm (<xref rid="F4" ref-type="fig">Figure 4</xref>), our data suggest that the revised skin TLVs<sup>&#x000ae;</sup> established by ACGIH in 2022 for wavelengths below 230 nm is still overly conservative with respect to the risk of acute adverse skin effects. Specifically, we estimate that for wavelengths between 220 and 230 nm, the dose needed to induce a short-term effect on mouse skin ranges from 2310 to 177 mJ/cm<sup>2</sup> (<xref rid="T1" ref-type="table">Table 1</xref>), well above the current exposure skin limits set at 631&#x02013;158.5 mJ/cm<sup>2</sup>.<sup><xref rid="R32" ref-type="bibr">32</xref></sup> While this mice skin acute threshold doses may not directly correspond to far-UVC safety in human skin, the findings of this study provides valuable data to guide development and planning of potential human acute skin exposure trials. In combination with studies to measure the effects of chronic far-UVC exposure, such as formation of UV-induced cyclobutane-pyrimidine dimers and 6&#x02013;4 photoproducts, our data, and that of future studies, will inform the potential human health risks and acceptable threshold values for far-UVC radiation to enable its more widespread use as an antimicrobial technology.<sup><xref rid="R19" ref-type="bibr">19</xref></sup></p></sec><sec sec-type="supplementary-material" id="SM1"><title>Supplementary Material</title><supplementary-material id="SD1" position="float" content-type="local-data"><label>supplemental_material</label><media xlink:href="NIHMS2071872-supplement-supplemental_material.pdf" id="d67e834" position="anchor"/></supplementary-material></sec></body><back><ack id="S12"><title>ACKNOWLEDGMENTS</title><p id="P27">This work has been supported by CDC NIOSH Award #R01OH012312.</p></ack><fn-group><fn id="FN1"><p id="P29">SUPPORTING INFORMATION</p><p id="P30">Additional supporting information can be found online in the <xref rid="SD1" ref-type="supplementary-material">Supporting Information</xref> section at the end of this article.</p></fn></fn-group><glossary><title>Abbreviations:</title><def-list><def-item><term>ACGIH</term><def><p id="P31">American Conference of Governmental Industrial Hygienists Akaike information criterion (AIC) Confidence intervals (CI)</p></def></def-item><def-item><term>cm</term><def><p id="P32">centimeter</p></def></def-item><def-item><term>FWHM</term><def><p id="P33">Full Width Half Maximum</p></def></def-item><def-item><term>ICNIRP</term><def><p id="P34">International Commission on Non-Ionizing Radiation Protection</p></def></def-item><def-item><term>KrCl</term><def><p id="P35">Krypton-chloride (referring to KrCl excimer lamp)</p></def></def-item><def-item><term>MPRD</term><def><p id="P36">Minimal Perceptible Response Dose</p></def></def-item><def-item><term>MED</term><def><p id="P37">Minimal Erythema Dose; mJ/cm2, millijoules per square centimeter</p></def></def-item><def-item><term>ML</term><def><p id="P38">milliliter</p></def></def-item><def-item><term>mg</term><def><p id="P39">milligram</p></def></def-item><def-item><term>Kg</term><def><p id="P40">kilogram</p></def></def-item><def-item><term>nm</term><def><p id="P41">nanometer</p></def></def-item><def-item><term>&#x003bc;m</term><def><p id="P42">micrometer</p></def></def-item><def-item><term>SC</term><def><p id="P43">Stratum corneum</p></def></def-item><def-item><term>TLVs<sup>&#x000ae;</sup></term><def><p id="P44">Threshold Limit Values</p></def></def-item><def-item><term>UV</term><def><p id="P45">ultraviolet</p></def></def-item><def-item><term>UV-A</term><def><p id="P46">Ultraviolet &#x0201c;A&#x0201d; radiant energy having wavelengths between 315 nm and 400 nm</p></def></def-item><def-item><term>UV-B</term><def><p id="P47">Ultraviolet &#x0201c;B&#x0201d; radiant energy having wavelengths between 280 nm and 315 nm</p></def></def-item><def-item><term>UV-C</term><def><p id="P48">Ultraviolet &#x0201c;C&#x0201d; radiant energy having wavelengths between 100 nm and 280 nm</p></def></def-item><def-item><term>WHO</term><def><p id="P49">World Health Organization</p></def></def-item></def-list></glossary><ref-list><title>REFERENCES</title><ref id="R1"><label>1.</label><mixed-citation publication-type="journal"><name><surname>Panich</surname><given-names>U</given-names></name>, <name><surname>Sittithumcharee</surname><given-names>G</given-names></name>, <name><surname>Rathviboon</surname><given-names>N</given-names></name>, <name><surname>Jirawatnotai</surname><given-names>S</given-names></name>. <article-title>Ultraviolet radiation-induced skin aging: the role of DNA damage and oxidative stress in epidermal stem cell damage mediated skin aging</article-title>. <source>Stem Cells Int</source>. <year>2016</year>;<volume>2016</volume>:<fpage>e7370642</fpage>. doi:<pub-id pub-id-type="doi">10.1155/2016/7370642</pub-id></mixed-citation></ref><ref id="R2"><label>2.</label><mixed-citation publication-type="journal"><name><surname>D&#x02019;Orazio</surname><given-names>J</given-names></name>, <name><surname>Jarrett</surname><given-names>S</given-names></name>, <name><surname>Amaro-Ortiz</surname><given-names>A</given-names></name>, <name><surname>Scott</surname><given-names>T</given-names></name>. <article-title>UV radiation and the skin</article-title>. <source>Int J Mol Sci</source>. <year>2013</year>;<volume>14</volume>(<issue>6</issue>):<fpage>12222</fpage>&#x02013;<lpage>12248</lpage>. doi:<pub-id pub-id-type="doi">10.3390/ijms140612222</pub-id><pub-id pub-id-type="pmid">23749111</pub-id>
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</mixed-citation></ref></ref-list></back><floats-group><fig position="float" id="F1"><label>FIGURE 1</label><caption><p id="P50">Hairless mice skin irradiated with monochromatic UV light based on an eight-section grid drawn on the dorsal side of the animal (A) 2 cm &#x000d7; 4 cm grid divided into eight 1 &#x000d7; 1 cm sections that were randomly selected for irradiations. Images represent the progression of general skin damage observed on the dorsal skin of mice over a 72-h period. The adverse effects delimited by the oval shape include scaling and change in color of the skin. The pictures are from skin spots exposed to (B) 1120 mJ/cm<sup>2</sup> from 225 nm and (C) 96 mJ/cm<sup>2</sup> from 270 nm.</p></caption><graphic xlink:href="nihms-2071872-f0001" position="float"/></fig><fig position="float" id="F2"><label>FIGURE 2</label><caption><p id="P51">Measured spectra and irradiance values for 2 nm (235&#x02013;270 nm) and 4 nm (200&#x02013;230 nm) bandwidth exposures. (A, B) Spectra and irradiance value (blue dots) used for exposures at each wavelength plotted on a linear scale (C, D) Spectra plotted on a logarithmic scale showing the amount of stray radiation found at each wavelength.</p></caption><graphic xlink:href="nihms-2071872-f0002" position="float"/></fig><fig position="float" id="F3"><label>FIGURE 3</label><caption><p id="P52">Comparison of the probability effects predicted by the best-supported model (red) to the mean of the acute skin evaluations done throughout the study (black). The probability of a skin response is plotted for each dose at each wavelength tested. Each data point represents the exposures of multiple mice at one dose and the evaluations done at all times (24-, 48-, and 72-h) are combined.</p></caption><graphic xlink:href="nihms-2071872-f0003" position="float"/></fig><fig position="float" id="F4"><label>FIGURE 4</label><caption><p id="P53">Acute skin response action spectra (predicted exposure dose vs. wavelength) plotted in a linear scale. Estimated MPRD (D<sub>50</sub>) and the 95% confidence levels for wavelengths ranging from 215 to 270 nm compared to the UV hazard limits for the 2022 ACGIH skin TLVs<sup>&#x000ae;</sup> and ICNIRP UV exposure limits.<sup><xref rid="R17" ref-type="bibr">17</xref>,<xref rid="R33" ref-type="bibr">33</xref></sup></p></caption><graphic xlink:href="nihms-2071872-f0004" position="float"/></fig><table-wrap position="float" id="T1"><label>TABLE 1</label><caption><p id="P54">Doses (D<sub>50</sub>) at each wavelength that are predicted to induce a minimal perceptible skin response with a probability of 50%. Confidence intervals (95% CIs) were estimated from the bootstrapped data fits using the 2.5th and 97.5th percentiles of the D<sub>50</sub> distribution at each wavelength.</p></caption><table frame="below" rules="none"><colgroup span="1"><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/></colgroup><thead><tr><th align="left" valign="middle" rowspan="1" colspan="1">Wavelength (nm)</th><th align="left" valign="middle" rowspan="1" colspan="1">D<sub>50</sub> (mJ/cm<sup>2</sup>)</th><th align="left" valign="middle" rowspan="1" colspan="1">95% CI</th></tr></thead><tbody><tr><td align="left" valign="top" rowspan="1" colspan="1">200</td><td align="left" valign="top" rowspan="1" colspan="1">1.24 &#x000d7; 10<sup>47</sup></td><td align="left" valign="top" rowspan="1" colspan="1">2.49 &#x000d7; 10<sup>15</sup>&#x02013;9.06 &#x000d7; 10<sup>236</sup></td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">205</td><td align="left" valign="top" rowspan="1" colspan="1">2.48 &#x000d7; 10<sup>11</sup></td><td align="left" valign="top" rowspan="1" colspan="1">4.08 &#x000d7; 10<sup>8</sup>&#x02013;2.48 &#x000d7; 10<sup>14</sup></td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">210</td><td align="left" valign="top" rowspan="1" colspan="1">2.59 &#x000d7; 10<sup>6</sup></td><td align="left" valign="top" rowspan="1" colspan="1">3.54 &#x000d7; 10<sup>5</sup>&#x02013;1.33 &#x000d7; 10<sup>7</sup></td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">215</td><td align="left" valign="top" rowspan="1" colspan="1">2.69 &#x000d7; 10<sup>4</sup></td><td align="left" valign="top" rowspan="1" colspan="1">1.13 &#x000d7; 10<sup>4</sup>&#x02013;5.13 &#x000d7; 10<sup>4</sup></td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">220</td><td align="left" valign="top" rowspan="1" colspan="1">2.31 &#x000d7; 10<sup>3</sup></td><td align="left" valign="top" rowspan="1" colspan="1">1.50 &#x000d7; 10<sup>3</sup>&#x02013;3.21 &#x000d7; 10<sup>3</sup></td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">225</td><td align="left" valign="top" rowspan="1" colspan="1">502</td><td align="left" valign="top" rowspan="1" colspan="1">392&#x02013;593</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">230</td><td align="left" valign="top" rowspan="1" colspan="1">177</td><td align="left" valign="top" rowspan="1" colspan="1">152&#x02013;197</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">235</td><td align="left" valign="top" rowspan="1" colspan="1">82.74</td><td align="left" valign="top" rowspan="1" colspan="1">74.41&#x02013;90.43</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">240</td><td align="left" valign="top" rowspan="1" colspan="1">46.57</td><td align="left" valign="top" rowspan="1" colspan="1">42.86&#x02013;50.55</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">245</td><td align="left" valign="top" rowspan="1" colspan="1">29.68</td><td align="left" valign="top" rowspan="1" colspan="1">27.51&#x02013;32.20</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">250</td><td align="left" valign="top" rowspan="1" colspan="1">20.65</td><td align="left" valign="top" rowspan="1" colspan="1">19.30&#x02013;22.46</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">255</td><td align="left" valign="top" rowspan="1" colspan="1">15.33</td><td align="left" valign="top" rowspan="1" colspan="1">14.36&#x02013;16.70</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">260</td><td align="left" valign="top" rowspan="1" colspan="1">11.95</td><td align="left" valign="top" rowspan="1" colspan="1">11.24&#x02013;13.02</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">265</td><td align="left" valign="top" rowspan="1" colspan="1">9.68</td><td align="left" valign="top" rowspan="1" colspan="1">9.12&#x02013;10.52</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">270</td><td align="left" valign="top" rowspan="1" colspan="1">8.08</td><td align="left" valign="top" rowspan="1" colspan="1">7.64&#x02013;8.77</td></tr></tbody></table></table-wrap></floats-group></article>