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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mol. Biosci.</journal-id>
<journal-title>Frontiers in Molecular Biosciences</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mol. Biosci.</abbrev-journal-title>
<issn pub-type="epub">2296-889X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">786864</article-id>
<article-id pub-id-type="doi">10.3389/fmolb.2022.786864</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Molecular Biosciences</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Immune Response on Optimal Timing and Fractionation Dose for Hypofractionated Radiotherapy in Non&#x2013;Small-Cell Lung Cancer</article-title>
<alt-title alt-title-type="left-running-head">Zhao et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Immune Response After Hypofractionated Radiotherapy</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Xianlan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Jixi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zheng</surname>
<given-names>Linpeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1504988/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Qiao</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/956018/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Xu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Xiewan</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yu</surname>
<given-names>Yongxin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Feng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cui</surname>
<given-names>Jianxiong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Sun</surname>
<given-names>Jianguo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">
<sup>&#x2a;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1191231/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Cancer Institute</institution>, <institution>Xinqiao Hospital</institution>, <institution>Army Medical University</institution>, <addr-line>Chongqing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Ultrasound</institution>, <institution>The 941st Hospital of the PLA Joint Logistic Support Force</institution>, <addr-line>Xining</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Basic Medicine</institution>, <institution>Army Medical University</institution>, <addr-line>Chongqing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1156385/overview">Na Luo</ext-link>, Nankai University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/911425/overview">Honglin Jin</ext-link>, Huazhong University of Science and Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/796829/overview">Jun Wang</ext-link>, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/923296/overview">Bicheng Zhang</ext-link>, Wuhan University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Jianguo Sun, <email>sunjg09@aliyun.com</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this&#x20;work</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Molecular Diagnostics and Therapeutics, a section of the journal Frontiers in Molecular Biosciences</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>786864</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Zhao, Li, Zheng, Yang, Chen, Chen, Yu, Li, Cui and Sun.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Zhao, Li, Zheng, Yang, Chen, Chen, Yu, Li, Cui and Sun</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>
<bold>Background:</bold> The intervention timing of immune checkpoint inhibitors (ICIs) and radiotherapy fractionations are critical factors in clinical efficacy. This study aims to explore dynamic changes of the tumor immune microenvironment (TIME) after hypofractionated radiotherapy (HFRT) at different timepoints and fractionation doses in non&#x2013;small-cell lung cancer (NSCLC).</p>
<p>
<bold>Methods:</bold> In the implanted mouse model, the experimental groups received HFRT 3.7&#x20;Gy &#xd7; 4 F, 4.6&#x20;Gy &#xd7; 3 F, 6.2&#x20;Gy &#xd7; 2 F, and 10&#x20;Gy &#xd7; 1 F, respectively, with the same biological equivalent dose (BED) of 20Gy. Tumor volume and survival time were compared with those of the control group. Flow cytometry was performed to detect immune cells and their PD-1/PD-L1 expressions using tail-tip blood at different timepoints and tumor tissues at 48&#xa0;h after radiotherapy. In NSCLC patients, immune cells, PD-1/PD-L1, and cytokines were detected in peripheral blood for 4 consecutive days after different fractionation radiotherapy with the same BED of&#x20;40Gy.</p>
<p>
<bold>Results:</bold> Tumor volumes were significantly reduced in all experimental groups compared with the control group, and the survival time in 6.2&#x20;Gy &#xd7; 2&#x20;F (<italic>p</italic>&#x20;&#x3c; 0.05) was significantly prolonged. In tail-tip blood of mice, CD8<sup>&#x2b;</sup> T counts increased from 48&#xa0;h to 3&#xa0;weeks in 4.6&#x20;Gy &#xd7; 3&#x20;F and 6.2&#x20;Gy &#xd7; 2 F, and CD8<sup>&#x2b;</sup> PD-1 shortly increased from 48&#xa0;h to 2&#xa0;weeks in 6.2&#x20;Gy &#xd7; 2&#x20;F and 10&#x20;Gy &#xd7; 1&#x20;F (<italic>p</italic>&#x20;&#x3c; 0.05). Dentritic cells (DCs) were recruited from 2 to 3&#xa0;weeks (<italic>p</italic>&#x20;&#x3c; 0.01). As for NSCLC patients, CD8<sup>&#x2b;</sup> T counts and PD-1 expression increased from 24&#xa0;h in 6.2&#x20;Gy &#xd7; 4 F, and CD8<sup>&#x2b;</sup> T counts increased at 96&#xa0;h in 10&#x20;Gy &#xd7; 2&#x20;F (<italic>p</italic>&#x20;&#x3c; 0.05) in peripheral blood. DC cells were tentatively recruited at 48&#xa0;h and enhanced PD-L1 expression from 24&#xa0;h in both 6.2&#x20;Gy &#xd7; 4&#x20;F and 10&#x20;Gy &#xd7; 2&#x20;F (<italic>p</italic>&#x20;&#x3c; 0.05). Besides, serum IL-10 increased from 24&#xa0;h in 6.2&#x20;Gy &#xd7; 4&#x20;F (<italic>p</italic>&#x20;&#x3c; 0.05). Conversely, serum IL-4 decreased at 24 and 96&#xa0;h in 10&#x20;Gy &#xd7; 2&#x20;F (<italic>p</italic>&#x20;&#x3c;&#x20;0.05).</p>
<p>
<bold>Conclusion:</bold> HFRT induces the increase in CD8<sup>&#x2b;</sup> T&#x20;cells and positive immune cytokine response in specific periods and fractionation doses. It was the optimal time window from 48&#xa0;h to 2&#xa0;weeks for the immune response, especially in 6.2&#x20;Gy fractionation. The best immune response was 96&#xa0;h later in 10&#x20;Gy fractionation, delivering twice instead of a single dose. During this time window, the intervention of immunotherapy may achieve a better effect.</p>
</abstract>
<kwd-group>
<kwd>lung cancer</kwd>
<kwd>immune checkpoint inhibitor</kwd>
<kwd>hypofractionated radiotherapy</kwd>
<kwd>tumor immune microenvironment</kwd>
<kwd>dynamic changes</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Studies have shown that radiotherapy, especially stereotactic body radiation therapy (SBRT) or hypofractionated radiotherapy (HFRT), can cause DNA damage, which leads to tumor cell death, induces release of pro-inflammatory factors, and enhances tumor immune stimulation cells and cytokines to remodel the tumor immune microenvironment (TIME) (<xref ref-type="bibr" rid="B8">Formenti and Demaria, 2013</xref>; <xref ref-type="bibr" rid="B5">Demaria et&#x20;al., 2015</xref>). More importantly, radiotherapy can also promote immune cell infiltration and transform &#x201c;cold&#x201d; tumors into &#x201c;hot&#x201d; tumors, a status suitable to immune checkpoint inhibitors (ICIs) (<xref ref-type="bibr" rid="B21">Ostrand-Rosenberg and Sinha, 2009</xref>). Therefore, the combination of radiotherapy and ICI therapy has gained more and more attention and is considered a promising treatment for cancer (<xref ref-type="bibr" rid="B9">Formenti et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B4">Chicas-Sett et&#x20;al., 2019</xref>). Dewan et&#x20;al. (<xref ref-type="bibr" rid="B6">Dewan et&#x20;al., 2009</xref>) found that the combination of HFRT and ICI therapy could induce an abscopal effect in a mouse model of breast cancer. Besides, Verbrugge et&#x20;al. (<xref ref-type="bibr" rid="B33">Verbrugge et&#x20;al., 2012</xref>) verified that ICI therapy enhanced the curative capacity of radiotherapy in established breast malignancy.</p>
<p>ICI treatment was given at different timepoints after radiotherapy in many studies; therefore the optimal time window remains elusive (<xref ref-type="bibr" rid="B7">Dovedi et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B26">Schapira et&#x20;al., 2018</xref>). The PACIFIC study showed that interventional immunotherapy within 14&#xa0;days after radiotherapy had the longer progression-free survival (PFS) and overall survival (OS) in patients with locally advanced NSCLC (<xref ref-type="bibr" rid="B2">Antonia et&#x20;al., 2018</xref>). The KEYNOTE-001 study found that radiotherapy followed by immunotherapy had better PFS (4.4&#xa0;months vs<italic>.</italic> 2.1&#xa0;months) and OS (10.7&#xa0;months vs. 5.3&#xa0;months) in patients with advanced NSCLC (<xref ref-type="bibr" rid="B29">Shaverdian et&#x20;al., 2017</xref>). The Pembro-RT study verified that pembrolizumab within 1&#x20;week after SBRT doubled the objective response rate (ORR), and prolonged PFS (6.6&#xa0;months vs<italic>.</italic> 1.9&#xa0;months) and OS (15.9&#xa0;months vs<italic>.</italic> 7.6&#xa0;months) in patients with advanced NSCLC (<xref ref-type="bibr" rid="B31">Theelen et&#x20;al., 2019</xref>). Bauml&#x2019;s study revealed that pembrolizumab in 4&#x2013;12&#xa0;weeks after local ablations had a PFS of 19.1&#xa0;months in patients with metastatic NSCLC, tripling the previous PFS of 6.6&#xa0;months (<xref ref-type="bibr" rid="B1">Aggarwal et&#x20;al., 2019</xref>). However, Wegner (<xref ref-type="bibr" rid="B34">Wegner et&#x20;al., 2019</xref>) showed that immunotherapy at least 3&#xa0;weeks after radiotherapy would exhibit longer OS in a retrospective study. Therefore, to explore the right timing for ICI therapy intervention after radiotherapy has great significance in clinical treatment.</p>
<p>What is more, different fractionations also have different effects on TIME. Lugade (<xref ref-type="bibr" rid="B17">Lugade et&#x20;al., 2008</xref>) found that a single 15&#x20;Gy was more effective than 3&#x20;Gy &#xd7; 5&#x20;F in activating DC cells in lymph nodes in the B16 melanoma model. However, Schaue (<xref ref-type="bibr" rid="B28">Schaue et&#x20;al., 2012</xref>) found that the 7.5&#x20;Gy &#xd7; 2&#x20;F was better than a single dose of 15&#x20;Gy in inducing T&#x20;cell initiation in another melanoma model. An appropriate fractionation could enhance an immunoreactive effect, but an extra high dose would cause damage to lymphocyte subsets and produce an immunosuppressive effect and immune dysfunction (<xref ref-type="bibr" rid="B41">Zitvogel and Kroemer, 2015</xref>). A single high-dose radiotherapy could cause damage and collapse of the tumor vasculature, which was not conducive to the infiltration of T&#x20;cells into the tumor (<xref ref-type="bibr" rid="B32">Timke et&#x20;al., 2008</xref>). It would cause radioresistance of tumor cells due to hypoxia caused by destruction of the vascular system (<xref ref-type="bibr" rid="B3">Barker et&#x20;al., 2015</xref>). Radiation produces two-way immune effects like the &#x201c;seesaw,&#x201d; including positive and negative responses. The appropriate fractionation could push the immune effects into the positive response. Previous studies have shown that HFRT or SBRT was more capable of mobilizing local and systemic immune responses than conventional fractionation (<xref ref-type="bibr" rid="B27">Schaue and Mcbride, 2015</xref>). Since there are many choices in clinical practice, it is a conundrum as to which fractionation is appropriate and optimal.</p>
<p>As the intervention timepoints of ICI therapy after radiotherapy and the fractionations are various and controversial in previous studies, this study aimed at exploring the dynamic changes of TIME at different timepoints and fractionation doses of HFRT in NSCLC and providing an experimental basis for the optimal intervention timing and fractionation dose for the combination of radiotherapy and ICI therapy.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Radiation of Lung Cancer Implanted Mouse Model</title>
<sec id="s2-1-1">
<title>Mice and Cell Line</title>
<p>A total of 60 C57BL/6 male mice (6&#x2013;8&#xa0;weeks old) were purchased from the animal center of our hospital (No. SYXK 2012-0011). All protocols were approved by the Laboratory Animal Welfare and Ethics Committee of Army Medical University (Chongqing, China). Lewis lung carcinoma (LLC) cells were maintained in DMEM culture medium (Gibco, United&#x20;States) supplemented with 10% fetal bovine serum (HyClone, United&#x20;States), 100&#xa0;U/ml penicillin, and 100&#xa0;&#x3bc;g/ml streptomycin.</p>
</sec>
<sec id="s2-1-2">
<title>Lewis Cell Inoculation Into Mouse</title>
<p>1&#xd7;10<sup>6</sup> Lewis cells were inoculated subcutaneously to the right leg of the mice. Tumor size was measured using a vernier caliper every 3&#xa0;days. Tumor volume was calculated as follows: tumor volume (mm<sup>3</sup>) &#x3d; (long axis) &#xd7; (short axis)&#x20;<sup>2</sup>/2.</p>
</sec>
<sec id="s2-1-3">
<title>Irradiation Plans</title>
<p>25 mice were selected with a tumor volume of about 100&#xa0;mm<sup>3</sup> and randomly divided into the control group and 4 experimental groups with 5 mice in each group. Experimental groups were anesthetized and given radiotherapy 3.7&#x20;Gy &#xd7; 4 F, 4.6&#x20;Gy &#xd7; 3 F, 6.2&#x20;Gy &#xd7; 2 F, and 10&#x20;Gy &#xd7; 1 F, respectively, using 6MV X-ray with a radiation field of 10&#xa0;cm &#xd7; 10&#xa0;cm. The selection of radiotherapy dose in mice was consistent with a previous study (<xref ref-type="bibr" rid="B19">Mathieu et&#x20;al., 2021</xref>), in which a single dose of 10&#x20;Gy induced immune response and even abscopal effects. The four fractionations had the same biological equivalent dose (BED, 20Gy) with the calculation formula BED &#x3d; nd [1 &#x2b; d/(&#x251;/&#x3b2;)]. Radiotherapy plans were designed using a Varian eclipse treatment planning system (TPS, version 13.5) with the spare of the area of lymph nodes and delivered by the Varian Trilogy Accelerator. The source skin distance (SSD) was 100&#xa0;cm, the irradiation was at a depth of 0.5&#xa0;cm, and the dosage rate was 400&#xa0;MU/min.</p>
<p>Tail-tip blood samples were collected at different timepoints, 1&#xa0;day before radiotherapy as the baseline and 24 h, 48 h, 96&#xa0;h, 1&#xa0;week, 2&#xa0;weeks, and 3&#xa0;weeks after finishing radiotherapy. The survival time was observed every 3&#xa0;days with the following endpoints and given euthanasia: tumor dimension reaching 20&#xa0;mm, tumor with ulceration, necrosis or infection, and morbility or disability. Another experiment of 20 implanted mice with 4 in each group received the same irradiation, and tumor tissues were collected at 48&#xa0;h after finishing radiotherapy.</p>
</sec>
</sec>
<sec id="s2-2">
<title>Clinical Practice</title>
<p>All patients were diagnosed with unresectable stage IV NSCLC by histology or cytology according to the eighth edition of the American Joint Committee on Cancer (AJCC) Union. Other inclusion criteria included 18&#x2013;75&#xa0;years old, ECOG performance status 0&#x223c;1, and measurable or evaluable lesions. The exclusion criteria included inadequate cardiac, pulmonary, renal, and hepatic functions and blood count/chemistry tests, uncontrolled malignant pleural/pericardial effusions, and previous radiotherapy at the same lesions. We designed the radiotherapy plan based on the NCCN guideline for the lesions. Four plans (3.7&#x20;Gy &#xd7; 8 F, 4.6&#x20;Gy &#xd7; 6 F, 6.2&#x20;Gy &#xd7; 4 F, and 10&#x20;Gy &#xd7; 2 F) with the same BED of 40&#x20;Gy were conducted using 6MV X-ray with at least 5 patients in each group. Peripheral blood samples were collected within 1&#x20;week before radiotherapy as the baseline and 24, 48, 72, and 96&#xa0;h after radiotherapy. In clinical practice, BED 40Gy is a better palliative radiotherapy dose than BED 20Gy by NCCN guideline recommendation to relieve symptoms of local lesions. Actually, some patients boost the dose after continuous 4-day blood sample collection to reach the clinical requirement. To better protect the immune system, peripheral draining lymph nodes in mice or patients were not delineated and irradiated as the targets. This study was registered in the Clinical Trials Register (NCT03073902, <ext-link ext-link-type="uri" xlink:href="https://clinicaltrials.gov/">https://clinicaltrials.gov/</ext-link>). All patients have signed written informed consent&#x20;forms.</p>
</sec>
<sec id="s2-3">
<title>Tumor Sample Preparation</title>
<p>We collected tumor tissues from implanted mice by cervical dislocation at 48&#xa0;h after irradiation. Tumor-infiltrating lymphocytes (TILs) were processed by using a gentle Macs dissociator and a murine tumor dissociation kit. Lymphocytes from mice and patients&#x2019; anti-freezing blood were obtained with mouse and human peripheral blood lymphocyte isolation fluid (LTS10771, TBD, China). The serum of the NSCLC patient was collected after centrifuging for 10&#xa0;min at 1,000&#xa0;rpm.</p>
</sec>
<sec id="s2-4">
<title>Flow Cytometry</title>
<p>The single cell suspension of mouse or human samples was centrifuged at 2500&#xa0;rpm for 3&#xa0;min, mixed with CD4 (&#x23;100408), CD8 (&#x23;100712), Ly-6G/Ly-6C (Gr-1) (&#x23; 108412), CD11b (&#x23;101208), CD11c (&#x23;117306), CD25 (&#x23;101908), CD127 (&#x23; 135012), CD274 (PD-L1) (&#x23;124314), CD279 (PD-1) (&#x23;109110) anti-mouse (BD Biosciences, United&#x20;States) or CD4 (&#x23;560650), CD8 (&#x23;563256), CD279 (&#x23;561787) (R&#x26;D system, United&#x20;States), CD11b (&#x23;101228), CD11c (&#x23;301624), CD19 (&#x23; 302226), CD25 (&#x23;302609), CD33 (&#x23;303436), CD45 (&#x23;304029), HLA-DR (&#x23;307616) (Biolegend, Germany), CD274 (&#x23;2338640), and CD127 (&#x23; 2071281) (Invitrogen, United&#x20;States) anti-human antibody of immune cells, respectively, after removing the supernatant and then stained at 4&#xb0;C for 30&#xa0;min. Dead cells were identified using a LIVE/Dead (LD) immobile dye kit (&#x23;1968231, Invitrogen, United&#x20;States). Data was acquired by multi-parameter flow cytometry (BD Biosciences, United&#x20;States), and the results were analyzed using FlowJo10.0. Based on the PD1/PD-L1 signaling pathway in tumor immunology (<xref ref-type="bibr" rid="B13">Jiang et&#x20;al., 2015</xref>), we detected the counts of CD4<sup>&#x2b;</sup> T&#x20;cells, CD8<sup>&#x2b;</sup> T&#x20;cells, DC, Treg, and MDSC, the PD-1 expression in circulating immune cells including CD4<sup>&#x2b;</sup> T, CD8<sup>&#x2b;</sup> T, and Treg cells, and the PD-L1 expression in circulating immune cells including DC and MDSC cells at different timepoints after radiotherapy.</p>
</sec>
<sec id="s2-5">
<title>Serum Cytokine Assay</title>
<p>The serum was centrifuged at 10,000&#xa0;rpm for 10&#xa0;min, and then we diluted the supernatant in 1:2 ratio as sample. Human High Sensitivity Cytokine Premixed Kit A (FCSTM09-08, RandD system, United&#x20;States) was used to incubate the samples, antibody, and Streptavidin-PE for 3&#xa0;h, 1&#xa0;h, and 30&#xa0;min, respectively. Then serum IL-2, IL-4, IL-5, IL-10, IL-12p, GM-CSF, IFN-&#x3b3;, and TNF-&#x3b1; were detected using a Luminex 200 system (Luminex Corporation, Austin, TX, United&#x20;States). What is more, the mixture of standard, blank, and diluted samples was incubated at room temperature for 2&#xa0;h. Then detection antibody, Streptavidin-HRP, and TMB Subsrate Solution were added and incubated for 1&#xa0;h, 45&#xa0;min, and 30&#xa0;min, respectively. TGF-&#x3b2;1 (&#x23;227437&#x2013;039) and CXCL16 (&#x23;309072121) were detected using an ELISA kit (Invitrogen/Thermo Fisher Scientific, United&#x20;States).</p>
</sec>
<sec id="s2-6">
<title>Statistical Analysis</title>
<p>The experimental data were input and analyzed using SPSS (version 26.0). The survival rate of mice was analyzed by Kaplan&#x2013;Meier. Continuous variables including tumor growth volumes, counts of immune cells, PD-1/PD-L1 expressions, and cytokine levels were analyzed by one-way ANOVA. All statistical tests were two-sided, and <italic>p</italic>&#x20;&#x3c; 0.05 was considered as statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Tumor Growth and Survival in Lewis Lung Carcinoma Implanted Mouse</title>
<p>We observed the tumor volume and survival time of implanted mice after radiotherapy. Tumors occurred at about day 5 after implanting. Mice were irradiated when tumor volume reached about 100&#xa0;mm<sup>3</sup>. We collected tail-tip blood at the following timepoints: 1&#xa0;day before radiotherapy and 24 h, 48 h, 96&#xa0;h, 1&#xa0;week, 2&#xa0;weeks, and 3&#xa0;weeks after radiotherapy (<xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>). Tumor growth was significantly delayed in all experimental groups compared with the control group (<italic>p</italic>&#x20;&#x3c; 0.01, <xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>). Among them, the minimum volume was in the 6.2&#x20;Gy &#xd7; 2&#x20;F group (<italic>p</italic>&#x20;&#x3c; 0.001, <xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>). As for the survival time, there was a significant improvement in the 6.2&#x20;Gy &#xd7; 2&#x20;F group compared with the control (<italic>p</italic>&#x20;&#x3c; 0.05, <xref ref-type="fig" rid="F1">Figure&#x20;1C</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Study design, tumor growth, and survival curves. <bold>(A)</bold> Study design. LLC cells were implanted subcutaneously into the right leg of C57BL/6 mouse on day 0. The mouse received 3.7&#x20;Gy &#xd7; 4 F, 4.6&#x20;Gy &#xd7; 3 F, 6.2&#x20;Gy &#xd7; 2 F, and 10&#xa0;Gy &#xd7; 1F radiotherapy. Then collected tail-tip blood samples at different timepoints after radiotherapy. <bold>(B)</bold> Growth curve of tumor in mouse. The tumor volume was significantly reduced in different fractionation radiotherapies. <bold>(C)</bold> Survival curve of mouse. The survival time of 6.2&#x20;Gy &#xd7; 2&#x20;F fractionation was significantly prolonged. &#x2a;<italic>p</italic> &#x003C; 0.05, &#x2a;&#x2a;<italic>p</italic> &#x003C; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x003C; 0.001, compared with the control group.</p>
</caption>
<graphic xlink:href="fmolb-09-786864-g001.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Dynamic Changes of Immune Cells in Peripheral Blood in Implanted Mice</title>
<p>An increase in the counts of CD4<sup>&#x2b;</sup> T&#x20;cells was identified from 24&#xa0;h to 1&#xa0;week after radiotherapy in the 3.7&#x20;Gy &#xd7; 4&#x20;F group, but not in other groups (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>). There was an increase in CD8<sup>&#x2b;</sup> T&#x20;cells from 48&#xa0;h to 3&#xa0;weeks after radiotherapy in 4.6&#x20;Gy &#xd7; 3&#x20;F and 6.2&#x20;Gy &#xd7; 2&#x20;F (<italic>p</italic>&#x20;&#x3c; 0.05), but not in 3.7&#x20;Gy &#xd7; 4&#x20;F and 10&#xa0;Gy &#xd7; 1F (<xref ref-type="fig" rid="F2">Figures 2A,B</xref>). DC counts began to increase from 2 to 3&#xa0;weeks after radiotherapy in most groups (<italic>p</italic>&#x20;&#x3c; 0.01, <xref ref-type="fig" rid="F2">Figures 2A,C</xref>). Treg began to rise at 48&#xa0;h after radiotherapy in 3.7&#x20;Gy &#xd7; 4&#x20;F and returned to baseline at about 3&#xa0;weeks (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>). MDSC counts increased from week 2 to week 3 after radiotherapy in all groups (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>). In the period of 48&#xa0;h to 2&#xa0;weeks, the ratio of CD4<sup>&#x2b;</sup>/Treg and CD8<sup>&#x2b;</sup>/Treg were 1.41 (0.93&#x2013;2.51) and 1.62 (1.20&#x2013;2.73) in 6.2&#x20;Gy &#xd7; 2 F, respectively.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Dynamic changes of immune cell counts in LLC implanted mouse peripheral blood after radiotherapy. <bold>(A)</bold> Trends of CD4<sup>&#x2b;</sup> T&#x20;cells, CD8<sup>&#x2b;</sup> T&#x20;cells, DC, Treg, and MDSC after 4 different fractionation radiotherapies. &#x2a; The dose in which trend was significant and the time at which difference began. <bold>(B)</bold> Changes of CD8<sup>&#x2b;</sup> T&#x20;cells at 48&#xa0;h, 96&#xa0;h, and 3w after radiotherapy, respectively. <bold>(C)</bold> Changes of DC at 1, 2, and 3w after radiotherapy. &#x2a;<italic>p</italic> &#x003C; 0.05,&#x2a;&#x2a;<italic>p</italic> &#x003C; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x003C; 0.001, compared with baseline.</p>
</caption>
<graphic xlink:href="fmolb-09-786864-g002.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Expression of PD-1/PD-L1 of Circulating Immune Cells in Implanted Mice</title>
<p>CD4<sup>&#x2b;</sup> PD-1 and CD8<sup>&#x2b;</sup> PD-1 shortly increased from 48&#xa0;h to 2&#xa0;weeks after radiotherapy in the 6.2&#x20;Gy &#xd7; 2&#x20;F and 10&#x20;Gy &#xd7; 1&#x20;F groups (<italic>p</italic>&#x20;&#x3c; 0.05, <xref ref-type="fig" rid="F3">Figures 3A,B</xref>). DC PD-L1 gradually decreased from 48&#xa0;h to 3&#xa0;weeks after radiotherapy in all experimental groups (<italic>p</italic>&#x20;&#x3c; 0.001, <xref ref-type="fig" rid="F3">Figures 3A,C</xref>). Treg PD-1 and MDSC PD-L1 also gradually decreased in most groups (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Dynamic trends of PD-1 and PD-L1 expression after radiotherapy in LLC implanted mouse peripheral blood. <bold>(A)</bold> Trends of CD4<sup>&#x2b;</sup> PD-1, CD8<sup>&#x2b;</sup> PD-1, DC PD-L1, Treg PD-1, and MDSC PD-L1 after 4 different fractionation radiotherapies. &#x2a; The dose in which trend was significant and the time at which difference began. <bold>(B)</bold> Discrepancy of CD8<sup>&#x2b;</sup> PD-1 at 48&#xa0;h, 96&#xa0;h, and 2w after radiotherapy, respectively. <bold>(C)</bold> Discrepancy of DC PD-L1 at 48&#xa0;h, 96&#xa0;h, and 3w after radiotherapy. &#x2a;<italic>p</italic> &#x003C; 0.05,&#x2a;&#x2a;<italic>p</italic> &#x003C; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x003C; 0.001, compared with baseline.</p>
</caption>
<graphic xlink:href="fmolb-09-786864-g003.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>Tumor Immune Microenvironment Changes of Tumor Tissues in Mice</title>
<p>The counts of CD4<sup>&#x2b;</sup> T&#x20;cells, CD8<sup>&#x2b;</sup> T&#x20;cells, and Treg decreased at 48&#xa0;h after radiotherapy in all experimental groups and had an increased proportion of DC and MDSC in tumor tissues (<italic>p</italic>&#x20;&#x3c; 0.05, <xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>). Both CD8<sup>&#x2b;</sup> PD-1 and DC PD-L1 in tumors were downregulated in the 3.7&#x20;Gy &#xd7; 4&#x20;F and 4.6&#x20;Gy &#xd7; 3&#x20;F groups (<italic>p</italic>&#x20;&#x3c; 0.001, <xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>). Treg PD-1 decreased at 10&#x20;Gy &#xd7; 1 F, and MDSC PD-L1 was increased except for the 4.6&#x20;Gy &#xd7; 3&#x20;F group (<italic>p</italic>&#x20;&#x3c; 0.01, <xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>). The ratio of CD8<sup>&#x2b;</sup> T&#x20;cells in tumor tissues and peripheral blood was 0.13 (0.10&#x2013;0.16), and the CD8<sup>&#x2b;</sup> PD-1 was 1.03 (0.91&#x2013;1.17).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Immune cells and PD-1/PD-L1 changes of tumor tissues in mouse at 48&#xa0;h after 4 different fractionation radiotherapies. <bold>(A)</bold> Changes of different immune cells at 48&#xa0;h after radiotherapy in mouse tumor tissues. <bold>(B)</bold> Changes of PD-1 and PD-L1 expression at 48&#xa0;h after radiotherapy in mouse tumor tissues. &#x2a;<italic>p</italic> &#x003C; 0.05,&#x2a;&#x2a;<italic>p</italic> &#x003C; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x003C; 0.001, compared with baseline.</p>
</caption>
<graphic xlink:href="fmolb-09-786864-g004.tif"/>
</fig>
</sec>
<sec id="s3-5">
<title>Dynamic Changes of Immune Cells in Human Peripheral Blood</title>
<p>A total of 22 NSCLC patients were recruited from Nov. 1st, 2020 to Aug. 31st, 2021. The clinical characteristics in different groups were collected (<xref ref-type="table" rid="T1">Table&#x20;1</xref>
<bold>)</bold>. The bOR (best overall response) rates of patients with immunotherapy and those without immunotherapy were 53.33 and 42.86%. The mPFS and mOS were 5.59&#xa0;months (0.92&#x2013;14.30&#x2b;) and 6.58&#xa0;months (1.02&#x2013;14.30&#x2b;) in patients with immunotherapy, and mPFS and mOS have not reached (NR) in patients without immunotherapy up to the time of follow-up. CD8<sup>&#x2b;</sup> T&#x20;cells increased from 24&#xa0;h and maintained a high level to 96&#xa0;h in 6.2&#x20;Gy &#xd7; 4&#x20;F (<italic>p</italic>&#x20;&#x3c; 0.05, <xref ref-type="fig" rid="F5">Figures 5A,B</xref>). CD8<sup>&#x2b;</sup> T&#x20;cells also increased in 10&#x20;Gy &#xd7; 2&#x20;F at a later timepoint of 96&#xa0;h (<italic>p</italic>&#x20;&#x3c; 0.01, <xref ref-type="fig" rid="F5">Figures 5A,B</xref>). There was an increase in DC cells at 48&#xa0;h after radiotherapy in 6.2&#x20;Gy &#xd7; 4&#x20;F and 10&#x20;Gy &#xd7; 2&#x20;F (<italic>p</italic>&#x20;&#x3c; 0.001, <xref ref-type="fig" rid="F5">Figures 5A,C</xref>). We did not find dramatic changes in CD4<sup>&#x2b;</sup> T&#x20;cells, Treg, and MDSC in peripheral blood between pre and post-radiotherapy (<xref ref-type="fig" rid="F5">Figure&#x20;5A</xref>). From 24 to 96&#xa0;h, the ratio of CD4<sup>&#x2b;</sup>/Treg and CD8<sup>&#x2b;</sup>/Treg were, respectively, 1.09 (0.96&#x2013;1.17) and 1.43 (1.33&#x2013;1.50) in 6.2&#x20;Gy &#xd7; 4&#x20;F.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Demographics and clinical characteristics in different fractionations of NSCLC patients.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Variables</th>
<th align="center">Total (N &#x3d; 22)</th>
<th align="center">3.7Gy&#x2a;8F (n &#x3d; 5)</th>
<th align="center">4.6Gy&#x2a;6F (n &#x3d; 6)</th>
<th align="center">6.2Gy&#x2a;4F (n &#x3d; 6)</th>
<th align="center">10Gy&#x2a;2F (n &#x3d; 5)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Age</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">&#x2003; &#x003C; 65</td>
<td align="char" char=".">12</td>
<td align="char" char=".">2</td>
<td align="char" char=".">5</td>
<td align="char" char=".">3</td>
<td align="char" char=".">2</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2265;65</td>
<td align="char" char=".">10</td>
<td align="char" char=".">3</td>
<td align="char" char=".">1</td>
<td align="char" char=".">3</td>
<td align="char" char=".">3</td>
</tr>
<tr>
<td align="left">Sex</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">&#x2003;Male</td>
<td align="char" char=".">14</td>
<td align="char" char=".">4</td>
<td align="char" char=".">2</td>
<td align="char" char=".">4</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">&#x2003;Female</td>
<td align="char" char=".">8</td>
<td align="char" char=".">1</td>
<td align="char" char=".">4</td>
<td align="char" char=".">2</td>
<td align="char" char=".">1</td>
</tr>
<tr>
<td align="left">Smoking</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="char" char=".">14</td>
<td align="char" char=".">4</td>
<td align="char" char=".">3</td>
<td align="char" char=".">4</td>
<td align="char" char=".">3</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="char" char=".">8</td>
<td align="char" char=".">1</td>
<td align="char" char=".">3</td>
<td align="char" char=".">2</td>
<td align="char" char=".">2</td>
</tr>
<tr>
<td align="left">Pathology</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">&#x2003;ADC</td>
<td align="char" char=".">14</td>
<td align="char" char=".">2</td>
<td align="char" char=".">4</td>
<td align="char" char=".">5</td>
<td align="char" char=".">3</td>
</tr>
<tr>
<td align="left">&#x2003;SCC</td>
<td align="char" char=".">8</td>
<td align="char" char=".">3</td>
<td align="char" char=".">2</td>
<td align="char" char=".">1</td>
<td align="char" char=".">2</td>
</tr>
<tr>
<td align="left">T stage</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">&#x2003;T1</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">&#x2003;T2</td>
<td align="char" char=".">4</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1</td>
<td align="char" char=".">2</td>
</tr>
<tr>
<td align="left">&#x2003;T3</td>
<td align="char" char=".">4</td>
<td align="char" char=".">2</td>
<td align="char" char=".">2</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">&#x2003;T4</td>
<td align="char" char=".">13</td>
<td align="char" char=".">2</td>
<td align="char" char=".">4</td>
<td align="char" char=".">4</td>
<td align="char" char=".">3</td>
</tr>
<tr>
<td align="left">N stage</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">&#x2003;N0</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1</td>
</tr>
<tr>
<td align="left">&#x2003;N1</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">&#x2003;N2</td>
<td align="char" char=".">6</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
<td align="char" char=".">4</td>
<td align="char" char=".">1</td>
</tr>
<tr>
<td align="left">&#x2003;N3</td>
<td align="char" char=".">14</td>
<td align="char" char=".">4</td>
<td align="char" char=".">5</td>
<td align="char" char=".">2</td>
<td align="char" char=".">3</td>
</tr>
<tr>
<td align="left">M stage</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">&#x2003;M0</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">&#x2003;M1</td>
<td align="char" char=".">22</td>
<td align="char" char=".">5</td>
<td align="char" char=".">6</td>
<td align="char" char=".">6</td>
<td align="char" char=".">5</td>
</tr>
<tr>
<td align="left">Concurrent chemotherapy</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="char" char=".">6</td>
<td align="char" char=".">2</td>
<td align="char" char=".">1</td>
<td align="char" char=".">2</td>
<td align="char" char=".">1</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="char" char=".">16</td>
<td align="char" char=".">3</td>
<td align="char" char=".">5</td>
<td align="char" char=".">4</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">Concurrent immunotherapy</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="char" char=".">15</td>
<td align="char" char=".">3</td>
<td align="char" char=".">4</td>
<td align="char" char=".">4</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">&#x2003;Pembrolizumab</td>
<td align="char" char=".">3</td>
<td align="char" char=".">2</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1</td>
</tr>
<tr>
<td align="left">&#x2003;Nivolumab</td>
<td align="char" char=".">1</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">&#x2003;Atezolizumab</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">&#x2003;Tislelizumab</td>
<td align="char" char=".">2</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">&#x2003;Toripalimab</td>
<td align="char" char=".">4</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1</td>
<td align="char" char=".">1</td>
<td align="char" char=".">2</td>
</tr>
<tr>
<td align="left">&#x2003;Camrelizumab</td>
<td align="char" char=".">3</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
<td align="char" char=".">2</td>
<td align="char" char=".">1</td>
</tr>
<tr>
<td align="left">&#x2003;Sintilimab</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="char" char=".">7</td>
<td align="char" char=".">2</td>
<td align="char" char=".">2</td>
<td align="char" char=".">2</td>
<td align="char" char=".">1</td>
</tr>
<tr>
<td align="left">Target gene mutation</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="char" char=".">7</td>
<td align="char" char=".">0</td>
<td align="char" char=".">2</td>
<td align="char" char=".">3</td>
<td align="char" char=".">2</td>
</tr>
<tr>
<td align="left">&#x2003;EGFR</td>
<td align="char" char=".">4</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1</td>
<td align="char" char=".">1</td>
<td align="char" char=".">2</td>
</tr>
<tr>
<td align="left">&#x2003;ALK</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">&#x2003;KRAS</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">&#x2003;BRAF</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="char" char=".">15</td>
<td align="char" char=".">5</td>
<td align="char" char=".">4</td>
<td align="char" char=".">3</td>
<td align="char" char=".">3</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>ADC, adenocarcinoma; SCC, squamous cell carcinoma.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Dynamic changes of different immune cells after radiotherapy in peripheral blood of NSCLC patients. <bold>(A)</bold> Trends of CD4<sup>&#x2b;</sup> T&#x20;cells, CD8<sup>&#x2b;</sup> T&#x20;cells, DC, Treg, and MDSC after 4 different fractionation radiotherapies. &#x2a; The dose in which trend was significant and the time at which difference began. <bold>(B)</bold> Changes of CD8<sup>&#x2b;</sup> T&#x20;cells at different timepoints after radiotherapy, respectively. <bold>(C)</bold> Changes of DC at different timepoints after radiotherapy.&#x2a;<italic>p</italic> &#x003C; 0.05,&#x2a;&#x2a;<italic>p</italic> &#x003C; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x003C; 0.001, compared with baseline.</p>
</caption>
<graphic xlink:href="fmolb-09-786864-g005.tif"/>
</fig>
</sec>
<sec id="s3-6">
<title>Expression of PD-1/PD-L1 of Circulating Immune Cells in Patients</title>
<p>There were significant increases in CD8<sup>&#x2b;</sup> PD-1 from 24 to 96&#xa0;h after radiotherapy in 6.2&#x20;Gy &#xd7; 4 F, from 48&#xa0;h in 3.7&#x20;Gy &#xd7; 8 F, and at 96&#xa0;h in 4.6&#x20;Gy &#xd7; 6 F, respectively (<italic>p</italic>&#x20;&#x3c; 0.05, <xref ref-type="fig" rid="F6">Figures 6A,B</xref>). DC PD-L1 significantly increased from 24 to 96&#xa0;h in 6.2&#x20;Gy &#xd7; 4&#x20;F and 10&#x20;Gy &#xd7; 2&#x20;F except for the timepoint of 48&#xa0;h (<italic>p</italic>&#x20;&#x3c; 0.05, <xref ref-type="fig" rid="F6">Figures 6A,C</xref>). There were no obvious changes in CD4<sup>&#x2b;</sup> PD-1 and Treg PD-1 between pre and post-radiotherapy at most timepoints of the experimental groups. MDSC PD-L1 increased at 96&#xa0;h in all experimental groups (<xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Dynamic changes of PD-1 and PD-L1 expression after radiotherapy in peripheral blood of NSCLC patients. <bold>(A)</bold> Trends of CD4<sup>&#x2b;</sup> PD-1, CD8<sup>&#x2b;</sup> PD-1, DC PD-L1, Treg PD-1, and MDSC PD-L1 after 4 different fractionation radiotherapies. &#x2a; The dose in which trend was significant and the time at which difference began. <bold>(B)</bold> Discrepancy of CD8<sup>&#x2b;</sup> PD-1 at different timepoints after radiotherapy, respectively. <bold>(C)</bold> Discrepancy of DC PD-L1 at different timepoints after radiotherapy.&#x2a;<italic>p</italic> &#x003C; 0.05,&#x2a;&#x2a;<italic>p</italic> &#x003C; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x003C; 0.001, compared with baseline.</p>
</caption>
<graphic xlink:href="fmolb-09-786864-g006.tif"/>
</fig>
</sec>
<sec id="s3-7">
<title>Detection of Cytokines in Serum of Patients</title>
<p>There was a significant increase in IL-10 from 24 to 96&#xa0;h after radiotherapy in 6.2&#x20;Gy &#xd7; 4&#x20;F (<italic>p</italic>&#x20;&#x3c; 0.05) and an increase in IL-2 and IL-5 in 4.6&#x20;Gy &#xd7; 6&#x20;F (<italic>p</italic>&#x20;&#x3c; 0.05, <xref ref-type="fig" rid="F7">Figure&#x20;7A</xref>). On the contrary, there was a significant decrease in TGF-&#x3b2;1 at different timepoints in 3.7&#x20;Gy &#xd7; 8 F, 4.6&#x20;Gy &#xd7; 6 F, and 6.2&#x20;Gy &#xd7; 4&#x20;F (<italic>p</italic>&#x20;&#x3c; 0.05) and a decrease in IL-4 at 24 and 96&#xa0;h in 10&#x20;Gy &#xd7; 2&#x20;F (<italic>p</italic>&#x20;&#x3c; 0.05, <xref ref-type="fig" rid="F7">Figure&#x20;7A</xref>). There were no obvious changes in IL-12p, GM-CSF, IFN-&#x3b3;, TNF-&#x3b1;, and CXCL16 between pre and post-radiotherapy in all the groups (<xref ref-type="fig" rid="F7">Figure&#x20;7B</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Changes of cytokine expression after radiotherapy in peripheral blood of NSCLC patients. <bold>(A)</bold> Expression of IL-10, IL-2, IL-5, TGF-&#x3b2;1, and IL-4 had different changes after 4 fractionation radiotherapies. <bold>(B)</bold> No significant change on IL-12p, GM-CSF, IFN-&#x3b3;, TNF-&#x3b1;, and CXCL16 between pre and post-radiotherapy. &#x2a;<italic>p</italic> &#x003C; 0.05,&#x2a;&#x2a;<italic>p</italic> &#x003C; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x003C; 0.001, compared with baseline.</p>
</caption>
<graphic xlink:href="fmolb-09-786864-g007.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Radiotherapy can achieve a synergistic effect with immunotherapy by recruiting T&#x20;cells to the irradiated tumor area and increasing the vulnerability of tumor cells to T&#x20;cells (<xref ref-type="bibr" rid="B11">Galluzzi et&#x20;al., 2017</xref>). Nevertheless, how to determine the optimal combination strategy of radiotherapy and immunotherapy remains an unsolved problem in clinical practice.</p>
<p>As regarded, timing between radiotherapy and immunotherapy as well as the fractionations are important considerations. Studies have shown that the timing of radiotherapy combined with ICIs depends on different types of tumors and ICIs (<xref ref-type="bibr" rid="B40">Young et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B15">Lesueur et&#x20;al., 2018</xref>). Therefore, there is controversy about the optimal timepoints of ICIs and radiotherapy. Most studies have revealed that the comprehensive immune effect is positive and CD8<sup>&#x2b;</sup> T&#x20;cells play a vital role in HFRT and SBRT (<xref ref-type="bibr" rid="B23">Reits et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B14">Lee et&#x20;al., 2009</xref>). CD8<sup>&#x2b;</sup> T&#x20;cells residing in tumors are mainly a group of high proliferation capability and exhausted function, which cannot effectively kill tumor cells (<xref ref-type="bibr" rid="B16">Li et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B24">Sanmamed et&#x20;al., 2021</xref>). After HFRT, CD8<sup>&#x2b;</sup> T&#x20;cells in peripheral blood migrate to tumors, kill tumor cells, and further activate DCs, thereby turning &#x201c;cold&#x201d; tumors into &#x201c;hot&#x201d; tumors. The effect of PD-1 inhibitors depends on the intratumoral infiltration of CD8<sup>&#x2b;</sup> T&#x20;cells derived from peripheral blood (<xref ref-type="bibr" rid="B12">Huang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B39">Yost et&#x20;al., 2019</xref>). In this study, we found that immune cells, especially CD8<sup>&#x2b;</sup> T&#x20;cells, in mice tumor tissues and peripheral blood showed a time-dependent dynamic change after radiotherapy. CD8<sup>&#x2b;</sup> T counts increased from 48&#xa0;h to 3&#xa0;weeks in 4.6&#x20;Gy &#xd7; 3&#x20;F and 6.2&#x20;Gy &#xd7; 2 F, and CD8<sup>&#x2b;</sup> PD-1 shortly increased from 48&#xa0;h to 2&#xa0;weeks in 6.2&#x20;Gy &#xd7; 2&#x20;F and 10&#x20;Gy &#xd7; 1 F. These results indicate that 48&#xa0;h after HFRT may be a critical timepoint for immune response. Then we selected the timepoint of 48&#xa0;h to verify in mouse tumor tissue and found that CD8<sup>&#x2b;</sup> T&#x20;cells were not increased yet, indicating that the immune system has been activated in blood within 48&#xa0;h after radiotherapy, earlier than in tumor tissue, which was consistent with the research by Matsumura (<xref ref-type="bibr" rid="B20">Matsumura et&#x20;al., 2008</xref>). Besides, in peripheral blood of NSCLC patients, CD8<sup>&#x2b;</sup> T&#x20;cells and CD8<sup>&#x2b;</sup> PD-1 were increased significantly from 24 to 96&#xa0;h after radiotherapy. Furthermore, DC cells began to be significantly increased and continued to rise until 3&#xa0;weeks in mice, and there was a similar trend in NSCLC patients before 96&#xa0;h. DC PD-L1 showed a high level from 24 to 96&#xa0;h in patients. On the other hand, MDSCs, which were regarded as suppressors of the immune cell response, increased from 2&#xa0;weeks and continued to rise until 3&#xa0;weeks in mouse peripheral blood. Besides, we also compared the ratio of CD4<sup>&#x2b;</sup>/Treg and CD8<sup>&#x2b;</sup>/Treg, respectively. All the ratios were consistent with the cell counts.</p>
<p>Collectively, the rule of changes in our study suggests that intratumoral infiltrating T&#x20;cells being induced after local radiotherapy may be derived from the mobilization and chemotaxis of the systemic immune system. We speculate that CD8<sup>&#x2b;</sup> T&#x20;cells are mobilized fully in the peripheral blood from 48&#xa0;h to 2&#xa0;weeks after radiotherapy, preferentially recruited and activated into tumor tissue; in that period, the efficacy of radiotherapy will be enhanced when combined with ICIs. This result is consistent with the PACIFIC study in which the timing of intervention ICIs is within 14&#xa0;days. Most studies have shown that early interventional immunotherapy after radiotherapy has better efficacy (<xref ref-type="bibr" rid="B29">Shaverdian et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B1">Aggarwal et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B31">Theelen et&#x20;al., 2019</xref>), and only a retrospective study reported at the 2019 ASCO meeting showed that immunotherapy given at 3&#xa0;weeks after SBRT has better OS (<xref ref-type="bibr" rid="B34">Wegner et&#x20;al., 2019</xref>). Using evidence-based medicine, the subgroup analysis of randomized controlled studies is more reliable than that of retrospective analysis. Therefore, it is possible that a shorter interval of immunotherapy after radiotherapy leads to better effect. However, due to the high single dose of SBRT or HFRT, synchronization immunotherapy or premature use of ICIs after radiotherapy may cause an increase in side effects. Our results are generally consistent with previous research, but differ slightly in the specific timepoints. We speculate that the difference may be due to race, number of cases, type of ICIs, and fractionation dose. In future, the optimal timepoints for combining radiotherapy with immunotherapy need further&#x20;study.</p>
<p>When radiotherapy is combined with ICIs, the fractionation dose is another key factor for optimal outcome. Dewan et&#x20;al. (<xref ref-type="bibr" rid="B6">Dewan et&#x20;al., 2009</xref>) used the TSA breast cancer cell model and the MCA38 colorectal cancer model and found that when combined with CLTA-4 inhibitors, 8&#xa0;Gy &#xd7; 3F was significantly better than 6&#x20;Gy &#xd7; 5&#x20;F or 12&#x20;Gy &#xd7; 1&#x20;F regardless of local tumor control or abscopal immune response, suggesting that different fractionations also have different effects on the cancer therapy when combined with ICIs. In this study, the tumor volume was significantly reduced after radiotherapy with 4 different fractionations of the same BED. Moreover, the longer survival time appeared after radiotherapy of 6.2&#x20;Gy &#xd7; 2 F. A clinical trial in the United&#x20;Kingdom demonstrated the similar results that different fractionation doses with similar BED could cause different efficacy and prognosis of tumors (<xref ref-type="bibr" rid="B30">The et&#x20;al., 2008</xref>). On the other hand, we found that CD8<sup>&#x2b;</sup> T&#x20;cells were significantly increased in 6.2&#x20;Gy &#xd7; 2 F, along with CD8<sup>&#x2b;</sup> PD-1 being increased in 6.2&#x20;Gy &#xd7; 2&#x20;F fractionation in the peripheral blood of mice. In peripheral blood of NSCLC patients, CD8<sup>&#x2b;</sup> T&#x20;cells and CD8<sup>&#x2b;</sup> PD-1 maintained a high level in 6.2&#x20;Gy &#xd7; 4 F, and CD8<sup>&#x2b;</sup> T&#x20;cells also increased in 10&#x20;Gy &#xd7; 2 F. Besides, DC cells began to be significantly increased after radiotherapy in all fractionations in mice. In peripheral blood of NSCLC patients, we discovered that DC cells significantly increased and hit a small peak in 6.2&#x20;Gy &#xd7; 4&#x20;F and 10&#x20;Gy &#xd7; 2&#x20;F and then gradually returned to the baseline level, being accompanied by a high expression of DC PD-L1 in 6.2&#x20;Gy &#xd7; 4&#x20;F and 10&#x20;Gy &#xd7; 2&#x20;F.</p>
<p>Chen et&#x20;al. (<xref ref-type="bibr" rid="B35">Welsh et&#x20;al., 2020a</xref>) conducted a phase I/II randomized clinical trial comparing the efficacy of paprizumab alone versus combination with conventional fractionated radiotherapy (45Gy/15F) or SBRT (50Gy/4F) in the treatment of advanced NSCLC. The mPFS of the paprizumab &#x2b; SBRT group was significantly better than that of the paprizumab &#x2b; conventionally fractionated radiotherapy group (9.1&#xa0;months vs<italic>.</italic> 5.1&#xa0;months). In addition, Baas et&#x20;al. (<xref ref-type="bibr" rid="B36">Welsh et&#x20;al., 2020b</xref>) analyzed pembro-RT and MDACC studies and found that the combination of pabulizumab with ablative radiotherapy (24Gy/3F and 50Gy/4F) had a better ORR than non-ablative radiotherapy (45Gy/15F) and the pabulizumab alone group. Therefore, in terms of fractionation dose, studies tend to support SBRT or HFRT combined with immunotherapy, which can enhance the antitumor effect more than conventional fractionated radiotherapy. Here, we demonstrate that 6.2 and 10&#x20;Gy would be better doses of HFRT, which will produce an optimal immunoactivated status from 48&#xa0;h after radiotherapy and the immune synergistic effect may be maximized when combined with ICIs. At these doses, both numbers and PD-1 expression of positive immune cells increase in TIME, which will be beneficial for ICIs in NSCLC. There is a reminder that the best timing of immune intervention could be 96&#xa0;h later under 10&#x20;Gy fractionation, especially in two but not single&#x20;doses.</p>
<p>Due to the limit of tail vein blood in each mouse, we detected the immune cells in tumor tissues instead of cytokines. Likewise, we detected cytokines in NSCLC patients instead of immune cells in tumor tissues. Interleukin-10 (IL-10) was discovered as an anti-inflammatory factor. However, increasing evidence revealed IL-10 can induce antitumor effects in an immune-dependent manner, which indicates that it also plays a bidirectional role in immune regulation of tumors (<xref ref-type="bibr" rid="B25">Sato et&#x20;al., 2011</xref>). Studies have demonstrated that effector T&#x20;cells were the main source of IL-10, and IL-10 can promote CD8<sup>&#x2b;</sup> T&#x20;cell responses by binding to IL-10 receptor (<xref ref-type="bibr" rid="B10">Fujii et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B37">Wilke et&#x20;al., 2011</xref>). Besides, Qiao (<xref ref-type="bibr" rid="B22">Qiao et&#x20;al., 2019</xref>) generated a Cetuximab-based IL-10 fusion protein (CmAb-(IL10)2) and found that it could prevent CD8<sup>&#x2b;</sup> tumor-infiltrating lymphocyte apoptosis, further revealing that IL-10 could potentiate CD8<sup>&#x2b;</sup> T cell-mediated antitumor immunity. In this study, IL-10 was increased significantly from 24 to 96&#xa0;h, when the number of CD8<sup>&#x2b;</sup> T&#x20;cells and CD8<sup>&#x2b;</sup> PD-1 expression were also increased after 6.2G&#xd7;4F radiotherapy in human peripheral blood. The result revealed that HFRT can induce CD8<sup>&#x2b;</sup> T&#x20;cells to produce IL-10, which enhances the proliferation, differentiation, activity, and function of CD8<sup>&#x2b;</sup> T&#x20;cells, especially in 6.2 Gy. In the TGF family, TGF-&#x3b2;1 is the most widely distributed in the immune system, and with the development of tumors, it can continuously promote the invasion, metastasis, and deterioration. Marie confirmed that TGF-&#x3b2;1 mainly plays a role in Tregs induction by regulating Foxp3 positive expression in Tregs (<xref ref-type="bibr" rid="B18">Marie et&#x20;al., 2005</xref>). Furthermore, convincing evidence has verified that IL-4 directly acts on CD8<sup>&#x2b;</sup> T&#x20;cells, reduces or even eliminates its cytotoxicity, and promotes the infiltration of Treg into tumors, thus establishing the immunosuppressive state and promoting tumor growth by avoiding the recognition of the immune system (<xref ref-type="bibr" rid="B38">Wynn, 2003</xref>). Here, we found that TGF-&#x3b2;1 decreased significantly in 3.7&#x20;Gy &#xd7; 8 F, 4.6&#x20;Gy &#xd7; 6 F, and 6.2&#x20;Gy &#xd7; 4&#x20;F and that IL-4 decreased in 10&#x20;Gy &#xd7; 2&#x20;F after radiotherapy, revealing that HFRT also achieves antitumor immunity by reducing TGF-&#x3b2;1 and IL-4, thus contributing to regulating Tregs and CD8<sup>&#x2b;</sup> T&#x20;cell function in TIME. Besides, IL-2 and IL-5, which are regarded as positive immune regulators, are also found to increase significantly in 4.6&#x20;Gy &#xd7; 6 F. Therefore, we find different cytokines change in different fractionations and speculate that the immune effect of different fractionation radiotherapies may be related to different target cytokines and induce an immune activation state after&#x20;HFRT.</p>
<p>In the part of clinical data, we provided the bOR, mPFS, and mOS. However, there are many impact factors in this clinical practice, such as the baseline of patients, the number of treatment lines, and the different duration of immunotherapy. We do not think the efficacy and survival for the patients with or without immunotherapy are important results. Moreover, most of the clinical cases who received immunotherapy were not in the time window of 48&#xa0;h to 2&#xa0;weeks because we did not have any conclusion before this&#x20;work.</p>
<p>To the best of our knowledge, this study is the first to prove the positive comprehensive immune effect on the timing and fractionation dose of HFRT. CD8<sup>&#x2b;</sup> T&#x20;cells are the most important indicator of TIME, so we took CD8<sup>&#x2b;</sup> T&#x20;cells as the main effector cells to judge the immune response. CD8<sup>&#x2b;</sup> T increased after HFRT both in peripheral blood of NSCLC patients and mouse models, revealing that HFRT can induce a positive immune response which may be beneficial for ICIs. Comprehensively considering the results of CD8<sup>&#x2b;</sup> T&#x20;cells, DC cells, and cytokines, 3.7 and 4.6Gy are not recommended as the preferred fractionations compared with 6.2 and 10Gy. However, this is just our preliminary result. We are designing another animal experiment and prospective study based on our current findings and carry out clinical trials with larger samples for verification in the future.</p>
<p>In spite of the major strength of validating the changes of TIME after HFRT in both animal and human experiments, this study still has several limitations. First, taking into account clinical treatment efficacy, we adopted different fractionation doses between mouse and human. Second, we only choose LLC cells to establish the implanted mice model because it is not suitable to use xenografts derived from human cancer cells in immunodeficient mice to explore the immune microenvironment. Third, there were some other combination treatments during radiotherapy in different groups in patients. Finally, we did not perform cell isolation to detect cytokine secretion in tumor tissue and cell killing experiments <italic>in&#x20;vitro</italic>.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>In summary, HFRT induces the increase in CD8<sup>&#x2b;</sup> T&#x20;cells and positive immune cytokine response in specific periods and fractionation doses. It was the optimal time window from 48&#xa0;h to 2&#xa0;weeks for immune response, especially in 6.2&#x20;Gy fractionation. The best immune response was 96&#xa0;h later in 10&#x20;Gy fractionation, delivered twice instead of a single dose. During this time window, the intervention of immunotherapy may achieve a better effect. Future work should include exploration of the relationship between radiotherapy and TIME deeply.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material; further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Ethics Statement</title>
<p>This study was registered in the Clinical Trials Register (NCT03073902, <ext-link ext-link-type="uri" xlink:href="https://clinicaltrials.gov/">https://clinicaltrials.gov/</ext-link>). The patients/participants provided their written informed consent to participate in this study. A total of 60 C57BL/6 male mice (6&#x2013;8&#xa0;weeks old) were obtained from the animal center of our hospital (No. SYXK 2012&#x2013;0011). All animal procedures were performed with the approval of the Laboratory Animal Welfare and Ethics Committee of Army Medical University (Chongqing, China).</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>XZ, JL, and LZ carried out the experiments. XZ, JL, and YY analyzed the data. QY, XC, and XC conceived and designed the experiments. JL, FL, and JC drafted the manuscript. All authors have read and approved the final manuscript.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>This study was supported by the National Natural Science Foundation of China (grant numbers: 81602688, 81773245, 82172670, and 81972858), the Chongqing Innovation Leading Talents Program (cstccxljrc201910), and the Cultivation Program for Clinical Research Talents of Army Medical University in 2018 (2018XLC1010).</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s11">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ack>
<p>The authors thank all the patients for providing their samples and clinical&#x20;data.</p>
</ack>
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