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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2023.1132777</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Time interval from diagnosis to treatment of brain metastases with stereotactic radiosurgery is not associated with radionecrosis or local failure</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Leu</surname>
<given-names>Justin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2120069"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Akerman</surname>
<given-names>Meredith</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1926791"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mendez</surname>
<given-names>Christopher</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lischalk</surname>
<given-names>Jonathan W.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/353468"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Carpenter</surname>
<given-names>Todd</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/901396"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ebling</surname>
<given-names>David</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Haas</surname>
<given-names>Jonathan A.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/43721"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Witten</surname>
<given-names>Matthew</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2207770"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Barbaro</surname>
<given-names>Marissa</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Duic</surname>
<given-names>Paul</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tessler</surname>
<given-names>Lee</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Repka</surname>
<given-names>Michael C.</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/326694"/>
</contrib>
</contrib-group>    <aff id="aff1">
<sup>1</sup>
<institution>Renaissance School of Medicine, Stony Brook University</institution>, <addr-line>Stony Brook, NY</addr-line>, <country>United States</country>
</aff>    <aff id="aff2">
<sup>2</sup>
<institution>Division of Health Services Research, New York University (NYU) Long Island School of Medicine</institution>, <addr-line>Mineola, NY</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Radiation Oncology, Perlmutter Cancer Center at New York University (NYU) Long Island</institution>, <addr-line>Mineola, NY</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>NYCyberKnife at Perlmutter Cancer Center &#x2013; Manhattan</institution>, <addr-line>New York, NY</addr-line>, <country>United States</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Medical Physics, Perlmutter Cancer Center at New York University (NYU) Long Island</institution>, <addr-line>Mineola, NY</addr-line>, <country>United States</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Neurology, New York University (NYU) Long Island School of Medicine</institution>, <addr-line>Mineola, NY</addr-line>, <country>United States</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Department of Neurosurgery, Perlmutter Cancer Center at New York University (NYU) Long Island</institution>, <addr-line>Mineola, NY</addr-line>, <country>United States</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Department of Radiation Oncology, University of North Carolina School of Medicine</institution>, <addr-line>Chapel Hill, NC</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: John Varlotto, Edwards Comprehensive Cancer Center, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Timothy Dean Malouff, University of Oklahoma, United States; Stephanie Elizabeth Weiss, Fox Chase Cancer Center, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Michael C. Repka, <email xlink:href="mailto:michael_repka@med.unc.edu">michael_repka@med.unc.edu</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Radiation Oncology, a section of the journal Frontiers in Oncology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>13</volume>
<elocation-id>1132777</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>03</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Leu, Akerman, Mendez, Lischalk, Carpenter, Ebling, Haas, Witten, Barbaro, Duic, Tessler and Repka</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Leu, Akerman, Mendez, Lischalk, Carpenter, Ebling, Haas, Witten, Barbaro, Duic, Tessler and Repka</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Brain metastases are the most common intracranial tumor diagnosed in adults. In patients treated with stereotactic radiosurgery, the incidence of post-treatment radionecrosis appears to be rising, which has been attributed to improved patient survival as well as novel systemic treatments. The impacts of concomitant immunotherapy and the interval between diagnosis and treatment on patient outcomes are unclear.</p>
</sec>
<sec>
<title>Methods</title>
<p>This single institution, retrospective study consisted of patients who received single or multi-fraction stereotactic radiosurgery for intact brain metastases. Exclusion criteria included neurosurgical resection prior to treatment and treatment of non-malignant histologies or primary central nervous system malignancies. A univariate screen was implemented to determine which factors were associated with radionecrosis. The chi-square test or Fisher&#x2019;s exact test was used to compare the two groups for categorical variables, and the two-sample t-test or Mann-Whitney test was used for continuous data. Those factors that appeared to be associated with radionecrosis on univariate analyses were included in a multivariable model. Univariable and multivariable Cox proportional hazards models were used to assess potential predictors of time to local failure and time to regional failure.</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 107 evaluable patients with a total of 256 individual brain metastases were identified. The majority of metastases were non-small cell lung cancer (58.98%), followed by breast cancer (16.02%). Multivariable analyses demonstrated increased risk of radionecrosis with increasing MRI maximum axial dimension (OR 1.10, p=0.0123) and a history of previous whole brain radiation therapy (OR 3.48, p=0.0243). Receipt of stereotactic radiosurgery with concurrent immunotherapy was associated with a decreased risk of local failure (HR 0.31, p=0.0159). Time interval between diagnostic MRI and first treatment, time interval between CT simulation and first treatment, and concurrent immunotherapy had no impact on incidence of radionecrosis or regional failure.</p>
</sec>
<sec>
<title>Discussion</title>
<p>An optimal time interval between diagnosis and treatment for intact brain metastases that minimizes radionecrosis and maximizes local and regional control could not be identified. Concurrent immunotherapy does not appear to increase the risk of radionecrosis and may improve local control. These data further support the safety and synergistic efficacy of stereotactic radiosurgery with concurrent immunotherapy.</p>
</sec>
</abstract>
<kwd-group>
<kwd>stereotactic radiosurgery</kwd>
<kwd>brain metastases</kwd>
<kwd>immunotherapy</kwd>
<kwd>radionecrosis</kwd>
<kwd>treatment delays</kwd>
<kwd>cancer</kwd>
<kwd>radiation therapy</kwd>
<kwd>radiation necrosis</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="63"/>
<page-count count="10"/>
<word-count count="5081"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Brain metastases are the most common intracranial tumor diagnosed in adults with an incidence that far outpaces that of primary malignant brain tumors (<xref ref-type="bibr" rid="B1">1</xref>). The incidence rate of brain metastases is approximately 9%-17%, and rates appear to be increasing particularly for patients with breast cancer, colorectal cancer, lung cancer, and melanoma due to improvements in systemic therapies, cancer surveillance, and overall patient survival (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). Historical management of brain metastases with radiotherapy consisted of whole brain radiation therapy (WBRT), which delivers a uniform, low dose of radiation to the entire brain but is also associated with cognitive decline, fatigue, and alopecia among other symptoms (<xref ref-type="bibr" rid="B4">4</xref>). The development of stereotactic radiosurgery (SRS) in 1961 allowed a combination of precise localization with a steep dose gradient to treat brain metastases with a much higher biologically effective dose (BED) while sparing the uninvolved brain from a substantial radiation dose, altering the paradigm of brain radiotherapy (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>Today, SRS is utilized as a monotherapy as well as in conjunction with both WBRT and surgical resection (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>). Despite the higher rates of distant intracranial failure associated with SRS, local control is similar or better than with WBRT&#xa0;and&#xa0;salvage SRS can be offered if new intracranial metastases develop&#xa0;after treatment (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). Unfortunately, SRS carries an increased risk of radionecrosis, with an incidence of approximately 20-30%, compared to the negligible incidence in patients treated with WBRT (<xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B13">13</xref>). Radionecrosis is a delayed toxicity of radiotherapy which can occur months to years following administration of SRS (<xref ref-type="bibr" rid="B14">14</xref>). While the precise pathophysiology of radionecrosis remains imperfectly characterized, the process is likely mediated through a combination of vascular insult, glial cell&#xa0;damage, and aggressive inflammatory response (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). Furthermore, definitive diagnosis can be elusive due to similarities in appearance between radionecrosis and recurrent tumor (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>).</p>
<p>To date, several patient-related risk factors for radionecrosis have been identified. Evidence suggests that different areas of the brain may be more radiosensitive and therefore more prone to radionecrosis than others. Extrapolating from treatment of arteriovenous malformations (AVMs), the brainstem appears to be more resistant to the development of radionecrosis, while the frontal cortex may be more radiosensitive (<xref ref-type="bibr" rid="B19">19</xref>). Furthermore, radiosurgical treatment of peripheral metastases has also been associated with lower rates of radionecrosis, likely secondary to radiation &#x201c;dose-dumping&#x201d; into the non-neuronal tissues such as the calvarium (<xref ref-type="bibr" rid="B20">20</xref>). Limited data may suggest that certain tumor histologies are more susceptible to radionecrosis than others (<xref ref-type="bibr" rid="B21">21</xref>). In addition, increasing tumor size was identified early as a negative prognostic factor for development of radionecrosis, and consequently has been included as a stratification factor in every landmark randomized trial on the topic (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>).</p>
<p>Treatment-related risk factors have also been identified including radiosurgical dose as a well-established predictor of radionecrosis (<xref ref-type="bibr" rid="B26">26</xref>&#x2013;<xref ref-type="bibr" rid="B28">28</xref>). Rather than delivering radiation in a single dose, fractionated SRS may lower rates of radionecrosis when treating lesions over 2&#xa0;cm, according to retrospective data, especially when the volume of normal brain receiving less than 18 Gy can be limited to 30 cc or less (<xref ref-type="bibr" rid="B29">29</xref>&#x2013;<xref ref-type="bibr" rid="B31">31</xref>). Given the use of SRS in combination with WBRT and as a salvage treatment in the setting of recurrent disease, a history of prior radiation treatment and the time interval between treatments can also influence the incidence of radionecrosis (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>). Regarding concurrent immunotherapies, particularly with the increases in indications for immunotherapies and the long half-lives of many new therapeutic agents, multiple observational studies have shown that concurrent immunotherapies may improve local and regional disease control but also exacerbate the risk of radionecrosis (<xref ref-type="bibr" rid="B34">34</xref>&#x2013;<xref ref-type="bibr" rid="B44">44</xref>).</p>
<p>However, it is not known whether increasing the time interval between diagnosis of brain metastases and radiosurgery is associated with changes in the incidence of radionecrosis or regional disease control and there are limited data available on changes in the incidence of local disease control (<xref ref-type="bibr" rid="B45">45</xref>). As asymptomatic brain metastases are not considered an oncologic emergency, there is no standardized time frame between diagnosis and radiation treatment. Furthermore, this time frame may vary by patient preference, insurance authorization time, receipt of recent chemotherapy, and availability of the radiation oncologist, neurosurgeon, dosimetrist, and radiation physicist. Brain metastases may significantly increase in size within days to weeks with average growth rates ranging from approximately 0.012 to 0.040 cm<sup>3</sup> per day depending on histology (<xref ref-type="bibr" rid="B46">46</xref>&#x2013;<xref ref-type="bibr" rid="B48">48</xref>). In this report, we seek to identify an optimal time interval between diagnosis of brain metastases and treatment that maximizes local and regional control while minimizing the incidence of radionecrosis.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Patient eligibility</title>
<p>This single institution, retrospective study was approved by the Institutional Review Board (S20-01539). The patient population consisted of all patients who received stereotactic radiosurgery (single fraction) or fractionated stereotactic radiosurgery (between two and five fractions) for intact brain metastases at NYU Langone Long Island Hospital from 8/22/2011 to 8/16/2021 using a frameless, robotic radiosurgery technique with the CyberKnife<sup>&#xae;</sup> (Accuray Inc., Sunnyvale, CA, USA) platform. Exclusion criteria included lack of follow-up imaging, neurosurgical resection prior to treatment with subsequent post-operative radiosurgery, treatment of non-malignant intracranial targets (e.g. AVM, trigeminal neuralgia, meningioma, vestibular schwannoma, pituitary adenoma), or treatment of primary central nervous system malignancy. A history of previous WBRT was allowed. A total of 220 patients were screened, 45 patients were excluded due to lack of follow-up imagining, and 68 patients were excluded due to other exclusion criteria.</p>
</sec>
<sec id="s2_2">
<title>Methods and procedures</title>
<p>In general, patients underwent clinical evaluation and surveillance MRI of the brain at least every 3-6 months following treatment until local failure, regional intracranial progression, or death. Clinical and therapeutic data were abstracted from multiple medical records: ARIA (Varian Medical Systems, Palo Alto, CA, USA), Precision (Accuray Inc., Sunnyvale, CA, USA), and EPIC (Epic Systems Corporation, Verona, WI, USA). Late toxicity was scored according to the National Cancer Institute Common Terminology Criteria for Adverse Events, Version 5.0 (NCI-CTCAE 5.0). In order to determine whether delays in treatment were associated with clinical outcomes, time interval between diagnostic MRI and treatment, as well as time interval between CT simulation and treatment were recorded for all patients. Gross tumor volume (GTV) and planning target volume (PTV) were reported as volumetric measures. Local progression was scored according to the Response Assessment in Neuro-Oncology (RANO) criteria for brain metastases. Immunotherapy (ITX) was defined as concurrent if it was delivered within 14 days of radiosurgery (<xref ref-type="bibr" rid="B34">34</xref>). Regional failure, or distant brain failure (DBF), was defined as the development of one or more new brain metastases at a distant untreated site. Radionecrosis was determined by review of the relevant imaging and radiology report, as well as clinical documentation by the radiation oncologist, neurosurgeon, and neuro-oncologist, unless histopathologic confirmation was available.</p>
</sec>
<sec id="s2_3">
<title>Statistical analysis</title>
<p>A univariate screen was implemented to determine which factors were associated with radionecrosis. Continuous data are reported as mean &#xb1; standard deviation or median (25th, 75th percentiles), while categorical data are reported as frequency and percent. The chi-square test or Fisher&#x2019;s exact test, as deemed appropriate, was used to compare the two groups for categorical variables, and the two-sample t-test or Mann-Whitney test was used for continuous data. Those factors that appeared to be associated with radionecrosis on univariate analyses (using a pre-specified p-value of &lt;0.10) were included in a multivariable model. Multicollinearity was checked using the variance inflation factor (VIF), which assesses how much the variance of an estimated regression coefficient increases if the predictors are correlated. A cutoff of VIF &gt; 10 was used to remove variables that were correlated with one another. Generalized Estimating Equations (GEE) (<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B50">50</xref>) were used as a method of parameter estimation for the correlated binary data of radionecrosis (clustered within a subject), with an exchangeable correlation matrix (PROC GENMOD). Analyses were performed on a per-lesion basis.</p>
<p>Time to local failure and time to regional failure were analyzed using standard methods of survival analysis. In cases where the endpoint event, &#x201c;local failure&#x201d; or &#x201c;regional failure,&#x201d; had not yet occurred, the number of months until last follow-up was used and considered &#x2018;censored.&#x2019; Kaplan-Meier product limit curves were constructed, where the data were stratified by immunotherapy. The groups were compared using the log-rank test. Univariable and multivariable Cox proportional hazards models were used to assess potential predictors of time to local failure and time to regional failure. Results are reported as hazard ratios with corresponding 95% confidence intervals (PROC PHREG).</p>
<p>Unless otherwise specified, a result was considered statistically significant at the p=0.05 level of significance. All analyses were performed using SAS version 9.4 (SAS Institute Inc., Cary, NC, USA).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Patient cohort characteristics</title>
<p>A total of 107 evaluable patients were identified with a total of 256 individual brain metastases (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The median number of metastases per patient was 2 (1, 3). The median follow-up time was 444 (282, 771) days, with a median follow-up in living patients of 502 (307.5, 816) days. The mean age of this patient cohort was 65.43 years with a standard deviation of 9.70. There were 42 males (39.25%) and 65 females (60.75%). The majority of metastases were non-small cell lung cancer (NSCLC) histology (n=151, 58.98%), followed by breast cancer (n=41, 16.02%), small cell lung cancer (SCLC) (n=14, 5.47%), renal cell carcinoma (RCC) (n=13, 5.08%), melanoma (n=11, 4.3%), prostate (n=1, 0.39%), and other cancers (n=25, 9.77%). The median maximum axial dimension of the brain metastases in millimeters was 7 (4, 12). The median time period between initial diagnostic MRI and first treatment was 34 (28, 48.5) days, and the median time period between CT simulation and first treatment was 14 (11, 18.5) days.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Univariate analyses comparing radionecrosis (Yes vs. No).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="left">Parameter</th>
<th valign="top" rowspan="2" align="center">Total brain metastases<break/>(n=256)</th>
<th valign="top" colspan="2" align="center">Radionecrosis</th>
<th valign="top" rowspan="2" align="center">
<italic>p</italic>-value</th>
</tr>
<tr>
<th valign="top" align="center">No<break/>(n=199)</th>
<th valign="top" align="center">Yes<break/>(n=57)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>Age at Diagnosis</bold>
</td>
<td valign="top" align="center">65.43 &#xb1; 9.70</td>
<td valign="top" align="center">66.04 &#xb1; 9.68</td>
<td valign="top" align="center">63.33 &#xb1; 9.58</td>
<td valign="top" align="center">0.0637</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Gender (Male)*</bold>
</td>
<td valign="top" align="center">42 (39.25%)</td>
<td valign="top" align="center">31 (38.75%)</td>
<td valign="top" align="center">11 (40.74%)</td>
<td valign="top" align="center">0.8547</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Histology</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" rowspan="4" align="center">0.8790</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>&#x2003;Breast</italic>
</bold>
</td>
<td valign="top" align="center">41 (16.02%)</td>
<td valign="top" align="center">33 (16.58%)</td>
<td valign="top" align="center">8 (14.04%)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>&#x2003;NSCLC</italic>
</bold>
</td>
<td valign="top" align="center">151 (58.98%)</td>
<td valign="top" align="center">116 (58.29%)</td>
<td valign="top" align="center">35 (61.4%)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>&#x2003;Other</italic>
</bold>
</td>
<td valign="top" align="center">64 (25.00%)</td>
<td valign="top" align="center">50 (25.13%)</td>
<td valign="top" align="center">14 (24.56%)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>MRI Max Axial Dimension (mm)</bold>
</td>
<td valign="top" align="center">7 (4, 12)</td>
<td valign="top" align="center">7 (4, 11)</td>
<td valign="top" align="center">10 (6, 16)</td>
<td valign="top" align="center">0.0021</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Dx MRI - First Tx Interval</bold>
</td>
<td valign="top" align="center">34 (28, 48.5)</td>
<td valign="top" align="center">34 (29, 49)</td>
<td valign="top" align="center">34 (26, 48)</td>
<td valign="top" align="center">0.5997</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Sim First Tx Interval</bold>
</td>
<td valign="top" align="center">14 (11, 18.5)</td>
<td valign="top" align="center">14 (11, 19)</td>
<td valign="top" align="center">14 (10, 17)</td>
<td valign="top" align="center">0.9214</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Fractions</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" rowspan="3" align="center">0.5821</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>&#x2003;1</italic>
</bold>
</td>
<td valign="top" align="center">217 (84.77%)</td>
<td valign="top" align="center">170 (85.43%)</td>
<td valign="top" align="center">47 (82.46%)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>&#x2003;&gt;1</italic>
</bold>
</td>
<td valign="top" align="center">39 (15.23%)</td>
<td valign="top" align="center">29 (14.57%)</td>
<td valign="top" align="center">10 (17.54%)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Total Dose (cGy)</bold>
</td>
<td valign="top" align="center">2000 (2000, 2000)</td>
<td valign="top" align="center">2000 (2000, 2000)</td>
<td valign="top" align="center">2000 (1800, 2000)</td>
<td valign="top" align="center">0.7736</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Rx IDL (%)</bold>
</td>
<td valign="top" align="center">80.8 (79, 84)</td>
<td valign="top" align="center">80.8 (78.5, 83)</td>
<td valign="top" align="center">82 (79.2, 84.8)</td>
<td valign="top" align="center">0.0491</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>GTV (cc)</bold>
</td>
<td valign="top" align="center">0.42 (0.17, 1.33)</td>
<td valign="top" align="center">0.32 (0.14, 1.23)</td>
<td valign="top" align="center">0.68 (0.36, 2.08)</td>
<td valign="top" align="center">0.0025</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>PTV (cc)</bold>
</td>
<td valign="top" align="center">0.98 (0.45, 2.55)</td>
<td valign="top" align="center">0.85 (0.38, 2.31)</td>
<td valign="top" align="center">1.55 (0.73, 3.47)</td>
<td valign="top" align="center">0.0077</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Max GTV Dose (cGy)</bold>
</td>
<td valign="top" align="center">2427 (2273, 2561)</td>
<td valign="top" align="center">2427 (2278, 2547)</td>
<td valign="top" align="center">2410 (2194, 2564)</td>
<td valign="top" align="center">0.7102</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Normal Brain Constraint</bold>
</td>
<td valign="top" align="center">80 (31.25%)</td>
<td valign="top" align="center">60 (30.15%)</td>
<td valign="top" align="center">20 (35.09%)</td>
<td valign="top" align="center">0.4783</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Concurrent ITX</bold>
</td>
<td valign="top" align="center">106 (41.41%)</td>
<td valign="top" align="center">86 (43.22%)</td>
<td valign="top" align="center">20 (35.09%)</td>
<td valign="top" align="center">0.3443</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Previous SRS other lesion</bold>
</td>
<td valign="top" align="center">75 (29.30%)</td>
<td valign="top" align="center">59 (29.65%)</td>
<td valign="top" align="center">16 (28.07%)</td>
<td valign="top" align="center">0.8175</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Previous SRS same lesion</bold>
</td>
<td valign="top" align="center">0 (0%)</td>
<td valign="top" align="center">0 (0%)</td>
<td valign="top" align="center">0 (0%)</td>
<td valign="top" align="center">
<italic>N/A</italic>
</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Previous WBRT</bold>
</td>
<td valign="top" align="center">26 (10.16%)</td>
<td valign="top" align="center">13 (6.53%)</td>
<td valign="top" align="center">13 (22.81%)</td>
<td valign="top" align="center">0.0003</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Age was reported as mean &#xb1; standard deviation, remaining continuous data was reported as median (25th, 75th percentiles), and categorical data was presented as frequency (percent).</p>
</fn>
<fn>
<p>* Based on the 107 total subjects.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<title>Treatment information</title>
<p>The majority of metastases (n=217, 84.77%) were treated with single fraction SRS while the remainder (n=39, 15.23%) were treated with fractionated SRS (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). For patients treated with single fraction SRS, the median total dose was 2000 cGy (1800 cGy, 2000 cGy), the median prescription isodose line (Rx IDL) was 80.80% (78.70%, 84%), the median GTV was 0.35 mL (0.16 mL, 1.04 mL), the median PTV was 0.85 mL (0.42 mL, 1.83 mL), and the median maximum GTV dose was 2404 cGy (2238 cGy, 2500 cGy). For patients treated with fractionated SRS, the median total dose was 2500 cGy (2250 cGy, 2700 cGy), the median Rx IDL was 80.80% (79%, 82.50%), the median GTV was 2.45 mL (0.31 mL, 12.32 mL), the median PTV was 3.78 mL (0.98 mL, 15.12 mL), and the median maximum GTV dose was 3165 cGy (2768 cGy, 3333 cGy). A minority of metastases (n=80, 31.25%) were treated with a normal brain constraint. Seventy-six (35.02%) metastases treated with single fraction SRS utilized a normal brain constraint, while 4 (10.26%) metastases treated with fractionated SRS utilized a normal brain constraint. Nearly half of metastases were also treated with concurrent ITX (n=106, 41.41%). Seventy-five (29.30%) metastases had a history of previous SRS treatment for different metastases in the same patient, while there were no metastases identified that were previously treated with SRS. A small percentage (n=26, 10.16%) of metastases had a history of prior WBRT.</p>
</sec>
<sec id="s3_3">
<title>Association between radionecrosis and other variables</title>
<p>The overall incidence of radionecrosis in this patient cohort was 22.27% (n=57). Of the metastases with radionecrosis, 24 (42.11%) were asymptomatic, 25 (43.86%) presented with moderate symptoms and were treated with corticosteroids or bevacizumab, and 8 (14.04%) metastases presented with severe symptoms requiring medical intervention such as surgery. Nine (15.79%) instances of radionecrosis were diagnosed using histopathology, and 48 (84.21%) instances of radionecrosis were diagnosed after review of radiographic imaging in consultation with the treating physicians. The median time to development of radionecrosis was 221 (103, 378) days. After univariate analyses, gender, tumor histology, time interval between diagnostic MRI and first treatment, time interval between CT simulation and first treatment, fractionated versus single fraction SRS, total dose, max GTV dose, the presence of a normal brain constraint, concurrent ITX, and previous SRS to another lesion were not associated with radionecrosis (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Conversely, the maximum axial dimension on MRI (p=0.0021), Rx IDL (p=0.0491), GTV (p=0.0025), PTV (p=0.0077), and a history of previous WBRT (p=0.0003) were all associated with radionecrosis. A trend was observed for the association between age at diagnosis (p=0.0637) and radionecrosis, so age at diagnosis was consequently included in the multivariable analyses for radionecrosis (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Unsurprisingly, multicollinearity analysis demonstrated high correlation between GTV and PTV; PTV was excluded from multivariable analyses. After multivariable analyses, only MRI maximum axial dimension (OR 1.10, 95% CI 1.02 &#x2013; 1.19, p=0.0123) and a history of previous WBRT (OR 3.48, 95% CI 1.18 &#x2013; 10.28, p=0.0243) were associated with an increased risk of radionecrosis.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Multivariate Generalized Estimating Equations (GEE) for radionecrosis.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Parameter</th>
<th valign="top" align="center"/>
<th valign="top" align="center">Beta<break/>Estimate</th>
<th valign="top" align="center">Standard Error</th>
<th valign="top" align="center">Odds<break/>Ratio</th>
<th valign="top" colspan="2" align="center">95% Confidence Intervals for the Odds Ratio</th>
<th valign="top" align="center">
<italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>Intercept</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">-6.70</td>
<td valign="top" align="center">4.98</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">0.1785</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Age at Diagnosis</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">-0.04</td>
<td valign="top" align="center">0.02</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">0.93</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">0.0658</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>MRI Max Axial Dimension (mm)</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">0.10</td>
<td valign="top" align="center">0.04</td>
<td valign="top" align="center">1.10</td>
<td valign="top" align="center">1.02</td>
<td valign="top" align="center">1.19</td>
<td valign="top" align="center">0.0123</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Rx IDL</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">0.09</td>
<td valign="top" align="center">0.06</td>
<td valign="top" align="center">1.09</td>
<td valign="top" align="center">0.97</td>
<td valign="top" align="center">1.22</td>
<td valign="top" align="center">0.1406</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>GTV (cc)</bold>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center">-0.08</td>
<td valign="top" align="center">0.05</td>
<td valign="top" align="center">0.92</td>
<td valign="top" align="center">0.83</td>
<td valign="top" align="center">1.02</td>
<td valign="top" align="center">0.0987</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">
<bold>Previous WBRT</bold>
</td>
<td valign="top" align="center">
<italic>Yes</italic>
</td>
<td valign="top" align="center">1.25</td>
<td valign="top" align="center">0.55</td>
<td valign="top" align="center">3.48</td>
<td valign="top" align="center">1.18</td>
<td valign="top" align="center">10.28</td>
<td valign="top" align="center">0.0243</td>
</tr>
<tr>
<td valign="top" align="center">
<italic>No</italic>
</td>
<td valign="top" align="center">
<italic>ref</italic>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_4">
<title>Association between local failure and other variables</title>
<p>After survival analysis and construction of Kaplan-Meier product limit curves, metastases treated with concurrent ITX demonstrated significantly better local failure-free survival (log-rank p=0.0175) compared to metastases treated without concurrent ITX (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). On univariate analyses, age at diagnosis, time interval between diagnostic MRI and first treatment, time interval between CT simulation and first treatment, fractionated versus single fraction SRS, total dose, max GTV dose, presence of normal brain constraint, previous SRS for a different lesion, and a history of WBRT were not associated with local failure (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). NSCLC histology compared to other histologies (HR 0.31, 95% CI 0.14 &#x2013; 0.69, p=0.0040), Rx IDL (HR 0.90, 95% CI 0.82 &#x2013; 0.99, p=0.0256), and concurrent ITX (HR 0.35, 0.14 &#x2013; 0.87, p=0.0232) were associated with a decreased risk of local failure. Conversely, increasing MRI maximum axial dimension (HR 1.05, 95% CI 1.01 &#x2013; 1.10, p=0.0078), GTV (HR 1.07, 95% CI 1.04 &#x2013; 1.10, p=0.0001), and PTV (HR 1.06, 95% CI 1.04 &#x2013; 1.08, p=0.0001) were associated with an increased risk of local failure. Furthermore, a trend was observed for an association between male gender (HR 1.99, 95% CI 0.99 &#x2013; 3.99, p=0.0532) and increased risk of local failure. Again, secondary to substantial collinearity, PTV was excluded from the multivariable analyses. After multivariable analyses, NSCLC histology (HR 0.23, 95% CI 0.09 &#x2013; 0.58, p=0.0018) and concurrent ITX (HR 0.31, 95% CI 0.12 &#x2013; 0.81, p=0.0159) were associated with a lower risk of local failure, while male gender (HR 3.73, 95% CI 1.46 &#x2013; 9.52, p=0.0059) and increasing GTV (HR 1.09, 95% CI 1.06 &#x2013; 1.13, p=0.0001) were associated with an increased risk of local failure.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Kaplan-Meier curves for time to local failure stratified by immunotherapy.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-13-1132777-g001.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Univariable and multivariable analyses for time to local failure.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Parameter</th>
<th valign="top" align="center" rowspan="2"/>
<th valign="top" colspan="4" align="center">UNIVARIABLE</th>
<th valign="top" colspan="4" align="center">MULTIVARIABLE</th>
</tr>
<tr>
<th valign="top" align="center">Hazard<break/>ratio</th>
<th valign="top" colspan="2" align="center">95% Confidence Limits for the Hazard Ratio</th>
<th valign="top" align="center">
<italic>p</italic>-value</th>
<th valign="top" align="center">Hazard<break/>ratio</th>
<th valign="top" colspan="2" align="center">95% Confidence Limits for the Hazard Ratio</th>
<th valign="top" align="center">
<italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>Age at Diagnosis</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">0.98</td>
<td valign="top" align="center">0.95</td>
<td valign="top" align="center">1.02</td>
<td valign="top" align="center">0.4174</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">
<bold>Histology</bold>
</td>
<td valign="top" align="left">
<italic>Breast</italic>
</td>
<td valign="top" align="center">0.64</td>
<td valign="top" align="center">0.25</td>
<td valign="top" align="center">1.62</td>
<td valign="top" align="center">0.3481</td>
<td valign="top" align="center">1.63</td>
<td valign="top" align="center">0.52</td>
<td valign="top" align="center">5.10</td>
<td valign="top" align="center">0.4016</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>NSCLC</italic>
</td>
<td valign="top" align="center">0.31</td>
<td valign="top" align="center">0.14</td>
<td valign="top" align="center">0.69</td>
<td valign="top" align="center">0.0040</td>
<td valign="top" align="center">0.23</td>
<td valign="top" align="center">0.09</td>
<td valign="top" align="center">0.58</td>
<td valign="top" align="center">0.0018</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Other</italic>
</td>
<td valign="top" align="center">
<italic>ref</italic>
</td>
<td valign="top" align="center"/>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="center">
<italic>ref</italic>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Gender</bold>
</td>
<td valign="top" align="left">
<italic>Male vs. Female</italic>
</td>
<td valign="top" align="center">1.99</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">3.99</td>
<td valign="top" align="center">0.0532</td>
<td valign="top" align="center">3.73</td>
<td valign="top" align="center">1.46</td>
<td valign="top" align="center">9.52</td>
<td valign="top" align="center">0.0059</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>MRI Max Axial Dimension (mm)</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">1.05</td>
<td valign="top" align="center">1.01</td>
<td valign="top" align="center">1.10</td>
<td valign="top" align="center">0.0078</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Dx MRI - First Tx Interval</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">1.01</td>
<td valign="top" align="center">0.6804</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Sim First Tx Interval</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">1.03</td>
<td valign="top" align="center">0.98</td>
<td valign="top" align="center">1.08</td>
<td valign="top" align="center">0.2251</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Fractions</bold>
</td>
<td valign="top" align="left">
<italic>&gt;1 vs. 1</italic>
</td>
<td valign="top" align="center">1.36</td>
<td valign="top" align="center">0.47</td>
<td valign="top" align="center">3.93</td>
<td valign="top" align="center">0.5751</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Total Dose (cGy)</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">0.7641</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Rx IDL (%)</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">0.90</td>
<td valign="top" align="center">0.82</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">0.0256</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>GTV (cc)</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">1.07</td>
<td valign="top" align="center">1.04</td>
<td valign="top" align="center">1.10</td>
<td valign="top" align="center">&lt;0.0001</td>
<td valign="top" align="center">1.09</td>
<td valign="top" align="center">1.06</td>
<td valign="top" align="center">1.13</td>
<td valign="top" align="center">&lt;0.0001</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>PTV (cc)</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">1.06</td>
<td valign="top" align="center">1.04</td>
<td valign="top" align="center">1.08</td>
<td valign="top" align="center">&lt;0.0001</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Max GTV Dose (cGy)</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">0.0657</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Normal Brain Constraint</bold>
</td>
<td valign="top" align="left">
<italic>Yes vs. No</italic>
</td>
<td valign="top" align="center">1.32</td>
<td valign="top" align="center">0.64</td>
<td valign="top" align="center">2.75</td>
<td valign="top" align="center">0.4546</td>
<td valign="top" align="center"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Concurrent ITX</bold>
</td>
<td valign="top" align="left">
<italic>Yes vs. No</italic>
</td>
<td valign="top" align="center">0.35</td>
<td valign="top" align="center">0.14</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">0.0232</td>
<td valign="top" align="center">0.31</td>
<td valign="top" align="center">0.12</td>
<td valign="top" align="center">0.81</td>
<td valign="top" align="center">0.0159</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Previous SRS other lesion</bold>
</td>
<td valign="top" align="left">
<italic>Yes vs. No</italic>
</td>
<td valign="top" align="center">1.44</td>
<td valign="top" align="center">0.68</td>
<td valign="top" align="center">3.06</td>
<td valign="top" align="center">0.3421</td>
<td valign="top" align="center"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Previous WBRT</bold>
</td>
<td valign="top" align="left">
<italic>Yes vs. No</italic>
</td>
<td valign="top" align="center">0.48</td>
<td valign="top" align="center">0.11</td>
<td valign="top" align="center">2.01</td>
<td valign="top" align="center">0.3137</td>
<td valign="top" align="center"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_5">
<title>Association between regional failure (distant brain failure) and other variables</title>
<p>After survival analysis and construction of Kaplan-Meier product limit curves, metastases treated with concurrent ITX demonstrated significantly better regional failure-free survival (log-rank p=0.0233) compared to metastases treated without concurrent ITX (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). After univariate analyses, age at diagnosis, histology, MRI maximum axial dimension, time interval between diagnostic MRI and first treatment, time interval between CT simulation and first treatment, fractionated versus single fraction SRS, total dose, GTV, PTV, max GTV dose, presence of normal brain constraint, and a history of prior WBRT were not associated with regional failure (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). Conversely, male gender (HR 0.56, 95% CI 0.38 &#x2013; 0.81, p=0.0022), Rx IDL (HR 0.94, 95% CI 0.90 &#x2013; 0.99, p=0.0216), concurrent ITX (HR 0.68, 95% CI 0.48 &#x2013; 0.96, p=0.0259), and a history of prior SRS for a different lesion (HR 0.65, 95% CI 0.44 &#x2013; 0.96, p=0.0295) were all associated with a lower risk of regional failure. No variables were associated with an increased risk of regional failure. Following the univariate screen, gender, Rx IDL, concurrent ITX, and a history of prior SRS to another lesion were selected to be included in the multivariate model. Tumor histology was also included in the multivariate model due to the relatively low p-value for breast metastases (HR 1.48, 95% CI 0.92 &#x2013; 2.39, p=0.1050) that approached p=0.1. After multivariate analyses, only male gender (HR 0.53, 95% CI 0.35 &#x2013; 0.81, p=0.0034), Rx IDL (HR 0.91, 95% CI 0.86 &#x2013; 0.96, p=0.0002), and previous SRS to another lesion (HR 0.54, 95% CI 0.35 &#x2013; 0.81, p=0.0031) remained associated with lower risk of regional failure. In addition, NSCLC histology (HR 0.58, 95% CI 0.38 &#x2013; 0.88, p=0.0096) was also associated with lower risk of regional failure compared to other histologies.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Kaplan-Meier curves for time to regional failure stratified by immunotherapy.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-13-1132777-g002.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>In this patient cohort, a relationship between an increased treatment delay after diagnostic MRI or CT simulation and incidence of radionecrosis could not be demonstrated (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Furthermore, a relationship between increased treatment delay after diagnostic MRI or CT simulation and local failure could also not be reliably demonstrated (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Increased treatment delay after diagnostic MRI and after CT simulation were also not associated with regional failure (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). While previous research on treatment delays prior to WBRT after diagnostic CT or MRI also demonstrated a non-significant relationship with overall survival (<xref ref-type="bibr" rid="B51">51</xref>), limited research has been conducted to date on the relationship between treatment delays prior to SRS and local control (<xref ref-type="bibr" rid="B45">45</xref>), and there is no published research on the relationship between treatment delays and regional control or the incidence of radionecrosis.</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Univariate and multivariable analyses for time to regional failure (distant brain failure).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Parameter</th>
<th valign="top" align="center" rowspan="2"/>
<th valign="top" colspan="4" align="center">UNIVARIABLE</th>
<th valign="top" colspan="4" align="center">MULTIVARIABLE</th>
</tr>
<tr>
<th valign="top" align="center">Hazard<break/>ratio</th>
<th valign="top" colspan="2" align="center">95% Confidence Limits for the Hazard Ratio</th>
<th valign="top" align="center">
<italic>p</italic>-value</th>
<th valign="top" align="center">Hazard<break/>ratio</th>
<th valign="top" colspan="2" align="center">95% Confidence Limits for the Hazard Ratio</th>
<th valign="top" align="center">
<italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>Age at Diagnosis</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">0.98</td>
<td valign="top" align="center">1.01</td>
<td valign="top" align="center">0.6353</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">
<bold>Histology</bold>
</td>
<td valign="top" align="left">
<italic>Breast</italic>
</td>
<td valign="top" align="center">1.48</td>
<td valign="top" align="center">0.92</td>
<td valign="top" align="center">2.39</td>
<td valign="top" align="center">0.1050</td>
<td valign="top" align="center">1.26</td>
<td valign="top" align="center">0.76</td>
<td valign="top" align="center">2.09</td>
<td valign="top" align="center">0.3639</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>NSCLC</italic>
</td>
<td valign="top" align="center">0.79</td>
<td valign="top" align="center">0.53</td>
<td valign="top" align="center">1.17</td>
<td valign="top" align="center">0.2354</td>
<td valign="top" align="center">0.58</td>
<td valign="top" align="center">0.38</td>
<td valign="top" align="center">0.88</td>
<td valign="top" align="center">0.0096</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Other</italic>
</td>
<td valign="top" align="center">
<italic>ref</italic>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">
<italic>ref</italic>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Gender</bold>
</td>
<td valign="top" align="left">
<italic>Male vs. Female</italic>
</td>
<td valign="top" align="center">0.56</td>
<td valign="top" align="center">0.38</td>
<td valign="top" align="center">0.81</td>
<td valign="top" align="center">0.0022</td>
<td valign="top" align="center">0.53</td>
<td valign="top" align="center">0.35</td>
<td valign="top" align="center">0.81</td>
<td valign="top" align="center">0.0034</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>MRI Max Axial Dimension (mm)</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">1.01</td>
<td valign="top" align="center">0.3711</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Dx MRI - First Tx Interval</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">0.0556</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Sim First Tx Interval</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">0.97</td>
<td valign="top" align="center">1.02</td>
<td valign="top" align="center">0.6358</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Fractions</bold>
</td>
<td valign="top" align="left">
<italic>&gt;1 vs. 1</italic>
</td>
<td valign="top" align="center">1.50</td>
<td valign="top" align="center">0.94</td>
<td valign="top" align="center">2.39</td>
<td valign="top" align="center">0.0891</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Total Dose (cGy)</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">0.8972</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Rx IDL (%)</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">0.94</td>
<td valign="top" align="center">0.90</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">0.0216</td>
<td valign="top" align="center">0.91</td>
<td valign="top" align="center">0.86</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">0.0002</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>GTV (cc)</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">0.98</td>
<td valign="top" align="center">0.94</td>
<td valign="top" align="center">1.03</td>
<td valign="top" align="center">0.4497</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>PTV (cc)</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">1.02</td>
<td valign="top" align="center">0.4520</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Max GTV Dose (cGy)</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">0.4826</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Normal Brain Constraint</bold>
</td>
<td valign="top" align="left">
<italic>Yes vs. No</italic>
</td>
<td valign="top" align="center">1.10</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">1.56</td>
<td valign="top" align="center">0.5815</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">
<bold>Concurrent ITX</bold>
</td>
<td valign="top" align="left">
<italic>Yes vs. No</italic>
</td>
<td valign="top" align="center">0.68</td>
<td valign="top" align="center">0.48</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">0.0259</td>
<td valign="top" align="center">0.82</td>
<td valign="top" align="center">0.58</td>
<td valign="top" align="center">1.17</td>
<td valign="top" align="center">0.2763</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Previous SRS other lesion</bold>
</td>
<td valign="top" align="left">
<italic>Yes vs. No</italic>
</td>
<td valign="top" align="center">0.65</td>
<td valign="top" align="center">0.44</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">0.0295</td>
<td valign="top" align="center">0.54</td>
<td valign="top" align="center">0.35</td>
<td valign="top" align="center">0.81</td>
<td valign="top" align="center">0.0031</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Previous WBRT</bold>
</td>
<td valign="top" align="left">
<italic>Yes vs. No</italic>
</td>
<td valign="top" align="center">0.68</td>
<td valign="top" align="center">0.38</td>
<td valign="top" align="center">1.20</td>
<td valign="top" align="center">0.1821</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
</table-wrap>
<p>Seymour et&#xa0;al. found that a time interval longer than or equal to 14 days in between treatment planning MRI and SRS was associated with a shorter time period before local failure compared to a time interval less than 14 days in between treatment planning MRI and SRS (<xref ref-type="bibr" rid="B45">45</xref>). However, given the median time in between MRI and SRS in Seymour et&#xa0;al. was 11 days with an interquartile range of 6 to 23 days compared to the median time in between MRI and SRS in this patient cohort of 34 days with an interquartile range of 28 to 48.5 days (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), it is possible that the association between local failure and increase in treatment delay is less significant when treatment delay increases beyond a certain point. It is also possible that the inclusion of margins during the treatment planning of this cohort compared to the relative lack of margins in 94.04% of metastases in Seymour et&#xa0;al. may have accounted for most tumor growth during the time interval between MRI and SRS in this cohort, resulting in the lack of association between treatment delay and local failure. In fact, another study found a 2mm margin was sufficient to cover 100% of tumor growth for 78% of metastases after a mean of 23 days in between consecutive MRI scans (<xref ref-type="bibr" rid="B48">48</xref>). In this cohort, an advantage to a shorter interval between diagnosis of brain metastases and treatment that minimizes radionecrosis and maximizes local and regional control was not identified. Regardless, delays in starting radiotherapy should be minimized whenever possible.</p>
<p>In this study, MRI maximum axial dimension and a history of prior WBRT (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>) predicted radionecrosis, both of which are well-established risk factors (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B32">32</xref>). An increase in GTV was also associated with local failure on multivariate analyses (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>), also concordant with the published literature (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>). While differences in histology were not associated with radionecrosis in this patient population (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), NSCLC was associated with a lower risk of local failure compared to other histologies after multivariate analyses (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). While this is also reflected in other studies (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B55">55</xref>), contradictory reports suggest that breast cancer may be more radiosensitive (<xref ref-type="bibr" rid="B56">56</xref>). Unfortunately, details of histology subtype (e.g. triple negative breast cancer, squamous cell carcinoma of the lung) were not readily available that may shed additional light on these findings. Additionally, NSCLC was also associated with a lower risk of regional failure (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>) compared to other histologies after multivariate analyses, with one study suggesting a lower risk of regional failure for NSCLC compared to SCLC (<xref ref-type="bibr" rid="B55">55</xref>), and another study suggesting a relationship between melanoma histology and regional failure with NSCLC demonstrating a nonsignificant relationship with regional failure (<xref ref-type="bibr" rid="B57">57</xref>).</p>
<p>Male gender was associated with greater risk of local failure on multivariate analyses (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>), a finding also supported by numerous other studies (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B59">59</xref>), although the biological mechanism for this finding is not understood. A lower risk of regional failure was also identified with increasing Rx IDL and previous SRS to another lesion, findings that are neither intuitive nor observed in other studies to the best of the authors&#x2019; knowledge (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). While one might suspect that prior off-target failure would predict additional sites of intracranial failure following SRS, it is possible that such patients have more advanced disease and died before regional failure was established. Contrarily, those patients undergoing initial radiosurgery are likely earlier in their disease course and have a higher risk of regional failure due to a longer life expectancy.</p>
<p>Interestingly, while concurrent ITX was not associated with radionecrosis (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), it was associated with better local control (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Metastases treated with concurrent ITX also demonstrated significantly better local failure-free survival compared to metastases treated without concurrent ITX (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). These findings add to the growing body of literature suggesting that the use of concurrent immunotherapies with SRS is not only safe, but enhances the efficacy of radiosurgery (<xref ref-type="bibr" rid="B34">34</xref>&#x2013;<xref ref-type="bibr" rid="B37">37</xref>), though much of the existing literature is in the context of melanoma brain metastases (<xref ref-type="bibr" rid="B38">38</xref>&#x2013;<xref ref-type="bibr" rid="B43">43</xref>). A potential mechanism for the synergistic effect of combining concurrent immunotherapy and SRS is the abscopal effect, in which tumor neoantigens are generated by radiation and are subsequently absorbed by antigen-presenting cells (APCs) that then activate CD8<sup>+</sup> T cells (<xref ref-type="bibr" rid="B60">60</xref>&#x2013;<xref ref-type="bibr" rid="B63">63</xref>). While the immune response can typically be modulated by proteins such as cytotoxic T lymphocyte-associated antigen 4 (CTLA-4), programmed cell death 1 (PD-1), and programmed death-ligand 1 (PD-L1), immunotherapies inhibit these proteins and act as immune checkpoint inhibitors, thereby increasing immune system activation (<xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B61">61</xref>).</p>
<p>Limitations of this study include the retrospective nature and exclusion of some patients due to lack of follow-up imaging. Histopathologic confirmation of radionecrosis was also not available for all metastases. Furthermore, concurrent immunotherapies were not separated based upon the targets of the inhibitors and analysis was not separated based upon tumor histology. Other systemic therapies may have also been utilized during treatment that were not recorded or analyzed. Nonetheless, this study is the first to the authors&#x2019; knowledge assessing the impact of treatment delays on radionecrosis and regional failure, and this study adds to the limited published data on the relationship between treatment delays and local failure.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusion</title>
<p>In this patient cohort, there was no relationship between treatment interval from either diagnostic MRI or CT simulation to treatment and incidence of radionecrosis, local failure, and regional failure; consequently, an optimal interval between diagnosis of intact brain metastases and radiosurgery could not be identified. Concurrent ITX was not associated with radionecrosis, but was associated with a lower risk of local failure, suggesting a synergistic oncologic effect without an attendant increase in toxicity.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>This study involved human participants and was reviewed and approved by the NYU Langone Long Island Institutional Review Board. Written informed consent for participation was not required for this study in accordance with the national legislation and the institutional requirements.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>TC, PD, LT, and MCR conceived the project. JL, CM, and MCR collected the data and constructed the dataset. Statistical analysis was performed by MA. JL, MA, and MCR wrote an initial draft of the manuscript. All authors had approval over the final copy of the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>The authors would like to acknowledge Jeannine Nonaillada, PhD and the NYU Langone Long Island Faculty Scholars Program for their support of this project.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>Author PD was employed by Merck &amp; Co. JWL and JAH are paid speakers for Accuray.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.&#x200b;</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<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>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr">
<p>WBRT, Whole brain radiotherapy; SRS, Stereotactic radiosurgery; BED, Biologically effective dose; AVMs, Arteriovenous malformations; NCI-CTCAE 5.0, National Cancer Institute Common Terminology Criteria for Adverse Events, Version 5.0; GTV, Gross tumor volume; PTV, Planning target volume; RANO, Response Assessment in Neuro-Oncology; ITX, Immunotherapy; DBF, Distant brain failure; VIF, Variance inflation factor; GEE, Generalized Estimating Equations; NSCLC, Non-small cell lung cancer; SCLC, Small cell lung cancer; RCC, Renal cell carcinoma; Rx IDL, Prescription isodose line; APCs, Antigen-presenting cells; CTLA-4, Cytotoxic T lymphocyte-associated antigen 4; PD-1, Programmed cell death 1; PD-L1, Programmed death-ligand 1.</p>
</fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
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