{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T06:00:53Z","timestamp":1785477653808,"version":"3.56.0"},"reference-count":36,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T00:00:00Z","timestamp":1785456000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Immunol."],"abstract":"<jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>The addition of immunotherapy to definitive chemoradiotherapy has improved outcomes for patients with unresectable advanced esophageal squamous-cell carcinoma (ESCC). However, treatment-related hematologic toxicity, particularly radiation-induced lymphopenia, may impair systemic antitumor immunity and compromise the efficacy of immunotherapy. Because vertebral bodies (VB) contain a substantial proportion of active bone marrow, irradiation of this region may contribute to immune cell depletion. This study evaluated the association between VB dose\u2013volume parameters and grade \u22653 hematologic toxicities (HT3+) in ESCC patients treated with chemoradiotherapy and immunotherapy.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>\n                      All radiation doses were converted to equivalent doses in 2 Gy fractions (EQD\n                      <jats:sub>2<\/jats:sub>\n                      ). Vertebral bodies were contoured, and VB dose\u2013volume parameters (V5\n                      <jats:sub>EQD2<\/jats:sub>\n                      \u2013V50\n                      <jats:sub>EQD2<\/jats:sub>\n                      , Dmean\n                      <jats:sub>EQD2<\/jats:sub>\n                      , and Dmax\n                      <jats:sub>EQD2<\/jats:sub>\n                      ) were extracted. Logistic regression was used to evaluate factors associated with HT3\u00a0+. Receiver operating characteristic (ROC) analysis was performed to determine optimal VB dose thresholds. These thresholds were subsequently evaluated for associations with post-radiotherapy absolute lymphocyte count (ALC), immunotherapy response, progression-free survival (PFS), and overall survival (OS). Survival outcomes were analyzed using the Kaplan\u2013Meier method.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      Among 157 ESCC patients, 141 (89.8%) developed HT3\u00a0+. Low-dose VB irradiation parameters (V5\n                      <jats:sub>EQD2<\/jats:sub>\n                      \u2013V20\n                      <jats:sub>EQD2<\/jats:sub>\n                      ) were significantly associated with HT3+, predominantly driven by lymphocyte depletion. ROC analysis demonstrated moderate discriminative ability, with AUCs of 0.704, 0.709, and 0.699 for V5\n                      <jats:sub>EQD2<\/jats:sub>\n                      , V10\n                      <jats:sub>EQD2<\/jats:sub>\n                      , and V20\n                      <jats:sub>EQD2<\/jats:sub>\n                      , respectively. The corresponding optimal thresholds of V5\n                      <jats:sub>EQD2<\/jats:sub>\n                      = 60.1%, V10\n                      <jats:sub>EQD2<\/jats:sub>\n                      = 53.9%, and V20\n                      <jats:sub>EQD2<\/jats:sub>\n                      = 51.9%, which effectively stratified HT3+ risk. Patients meeting these VB dose constraints exhibited higher post-radiotherapy ALC, improved immunotherapy response, and favorable survival outcomes, particularly OS.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>Low-dose VB irradiation is strongly associated with severe hematologic toxicity in ESCC patients receiving chemoradiotherapy and immunotherapy. Minimizing VB exposure during treatment planning may help preserve lymphocyte counts, mitigate radiation-induced immune suppression, and support immune-mediated treatment efficacy.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fimmu.2026.1832306","type":"journal-article","created":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T05:39:22Z","timestamp":1785476362000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Vertebral body dosimetry associated with hematologic toxicities and survival in esophageal squamous-cell carcinoma treated with chemoradiotherapy plus immunotherapy"],"prefix":"10.3389","volume":"17","author":[{"given":"Shijie","family":"Shang","sequence":"first","affiliation":[{"name":"Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology","place":["Wuhan, China"]},{"name":"Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology","place":["Wuhan, China"]},{"name":"Hubei Key Laboratory of Precision Radiation Oncology","place":["Wuhan, China"]},{"name":"Shandong Provincial Key Laboratory of Precision Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences","place":["Jinan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qian","family":"Song","sequence":"additional","affiliation":[{"name":"Shandong Provincial Key Laboratory of Precision Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences","place":["Jinan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xinyi","family":"Liang","sequence":"additional","affiliation":[{"name":"Shandong Provincial Key Laboratory of Precision Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences","place":["Jinan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shan","family":"Yin","sequence":"additional","affiliation":[{"name":"Shandong Provincial Key Laboratory of Precision Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences","place":["Jinan, China"]},{"name":"Cheeloo College of Medicine, Shandong University","place":["Jinan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zijun","family":"Zhai","sequence":"additional","affiliation":[{"name":"Shandong Provincial Key Laboratory of Precision Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences","place":["Jinan, China"]},{"name":"Cheeloo College of Medicine, Shandong University","place":["Jinan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shuling","family":"Ma","sequence":"additional","affiliation":[{"name":"Shandong Provincial Key Laboratory of Precision Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences","place":["Jinan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xinpei","family":"Li","sequence":"additional","affiliation":[{"name":"Shandong Provincial Key Laboratory of Precision Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences","place":["Jinan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Haonan","family":"Xiao","sequence":"additional","affiliation":[{"name":"Department of Radiation Oncology and Physics, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences","place":["Jinan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jingxin","family":"Zhang","sequence":"additional","affiliation":[{"name":"Shandong Provincial Key Laboratory of Precision Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences","place":["Jinan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinming","family":"Yu","sequence":"additional","affiliation":[{"name":"Shandong Provincial Key Laboratory of Precision Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences","place":["Jinan, China"]},{"name":"Cheeloo College of Medicine, Shandong University","place":["Jinan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiachun","family":"Ma","sequence":"additional","affiliation":[{"name":"Shandong Provincial Key Laboratory of Precision Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences","place":["Jinan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaorong","family":"Dong","sequence":"additional","affiliation":[{"name":"Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology","place":["Wuhan, China"]},{"name":"Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology","place":["Wuhan, China"]},{"name":"Hubei Key Laboratory of Precision Radiation Oncology","place":["Wuhan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dawei","family":"Chen","sequence":"additional","affiliation":[{"name":"Shandong Provincial Key Laboratory of Precision Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences","place":["Jinan, China"]},{"name":"Cheeloo College of Medicine, Shandong University","place":["Jinan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,7,31]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1111\/1759-7714.14745","article-title":"Epidemiology of esophageal cancer in 2020 and projections to 2030 and 2040","volume":"14","author":"Liu","year":"2023","journal-title":"Thorac Cancer"},{"key":"B2","doi-asserted-by":"publisher","DOI":"10.1016\/s0140-6736(21)01234-4","article-title":"Pembrolizumab plus chemotherapy versus chemotherapy alone for first-line treatment of advanced oesophageal cancer (KEYNOTE-590): a randomised, placebo-controlled, phase 3 study","volume":"398","author":"Sun","year":"2021","journal-title":"Lancet"},{"key":"B3","doi-asserted-by":"publisher","DOI":"10.1056\/nejmoa2111380","article-title":"Nivolumab combination therapy in advanced esophageal squamous-cell carcinoma","volume":"386","author":"Doki","year":"2022","journal-title":"N Engl J Med"},{"key":"B4","doi-asserted-by":"publisher","DOI":"10.1016\/s1470-2045(23)00060-8","article-title":"Toripalimab combined with definitive chemoradiotherapy in locally advanced oesophageal squamous cell carcinoma (EC-CRT-001): a single-arm, phase 2 trial","volume":"24","author":"Zhu","year":"2023","journal-title":"Lancet Oncol"},{"key":"B5","doi-asserted-by":"publisher","DOI":"10.1016\/j.radonc.2020.02.015","article-title":"The impact of the effective dose to immune cells on lymphopenia and survival of esophageal cancer after chemoradiotherapy","volume":"146","author":"Xu","year":"2020","journal-title":"Radiother Oncol"},{"key":"B6","doi-asserted-by":"publisher","DOI":"10.1089\/cbr.2021.0250","article-title":"Impact of radiation dose to circulating immune cells on tumor control and survival in esophageal cancer","volume":"38","author":"Cai","year":"2023","journal-title":"Cancer Biother Radiopharm"},{"key":"B7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijrobp.2025.04.035","article-title":"Acute and late radiation-related toxicity after treatment of locally advanced rectal cancer with intensity modulated radiation therapy compared with 3-dimensional conformal radiation therapy in the RAPIDO trial","volume":"123","author":"Tanaka","year":"2025","journal-title":"Int J Radiat Oncol Biol Phys"},{"key":"B8","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1186\/s13014-023-02269-6","article-title":"Preoperative chemoradiation-induced hematological toxicity and related vertebral dosimetry evaluations in patients with locally advanced gastric cancer: data from a phase III clinical trial","volume":"18","author":"Wang","year":"2023","journal-title":"Radiat Oncol"},{"key":"B9","doi-asserted-by":"publisher","DOI":"10.1016\/s1470-2045(21)00333-8","article-title":"Treatment-related adverse events of PD-1 and PD-L1 inhibitor-based combination therapies in clinical trials: a systematic review and meta-analysis","volume":"22","author":"Zhou","year":"2021","journal-title":"Lancet Oncol"},{"key":"B10","doi-asserted-by":"publisher","DOI":"10.1111\/1759-7714.15057","article-title":"Pericardial irradiation dose may be strongly associated with grade 4 lymphopenia and affect prognosis in patients with locally advanced esophageal cancer receiving definitive concurrent chemoradiotherapy","volume":"14","author":"Chen","year":"2023","journal-title":"Thorac Cancer"},{"key":"B11","doi-asserted-by":"publisher","DOI":"10.1093\/oncolo\/oyad109","article-title":"Less irradiation to lymphocyte-related organs reduced the risk of G4 lymphopenia in esophageal cancer: Re-analysis of prospective trials","volume":"28","author":"Tseng","year":"2023","journal-title":"Oncologist"},{"key":"B12","doi-asserted-by":"publisher","DOI":"10.1016\/j.radonc.2019.12.008","article-title":"Mean cardiopulmonary dose and vertebral marrow dose differentially predict lineage-specific leukopenia kinetics during radiotherapy for esophageal cancer","volume":"152","author":"Anderson","year":"2020","journal-title":"Radiother Oncol"},{"key":"B13","doi-asserted-by":"publisher","DOI":"10.1002\/onco.13533","article-title":"Lymphopenia during definitive chemoradiotherapy in esophageal squamous cell carcinoma: Association with dosimetric parameters and patient outcomes","volume":"26","author":"Xu","year":"2021","journal-title":"Oncologist"},{"key":"B14","doi-asserted-by":"publisher","DOI":"10.1186\/s13014-024-02581-9","article-title":"Characterization and dosimetric predictors for absolute lymphocyte count changes during neoadjuvant chemoradiotherapy with or without pembrolizumab for esophageal squamous cell carcinoma: an analysis of a prospective cohort","volume":"20","author":"Qi","year":"2025","journal-title":"Radiat Oncol"},{"key":"B15","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijrobp.2024.05.018","article-title":"Personalized composite dosimetric score-based machine learning model of severe radiation-induced lymphopenia among patients with esophageal cancer","volume":"120","author":"Chu","year":"2024","journal-title":"Int J Radiat Oncol Biol Phys"},{"key":"B16","doi-asserted-by":"publisher","DOI":"10.1016\/j.radonc.2021.10.015","article-title":"Pelvic bone marrow sparing radiotherapy for cervical cancer: A systematic review and meta-analysis","volume":"165","author":"Zhou","year":"2021","journal-title":"Radiother Oncol"},{"key":"B17","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijrobp.2004.03.035","article-title":"IMRT dose escalation for positive para-aortic lymph nodes in patients with locally advanced cervical cancer while reducing dose to bone marrow and other organs at risk","volume":"60","author":"Ahmed","year":"2004","journal-title":"Int J Radiat Oncol Biol Phys"},{"key":"B18","doi-asserted-by":"publisher","first-page":"162","DOI":"10.1186\/s13014-015-0454-0","article-title":"Can dosimetric parameters predict acute hematologic toxicity in rectal cancer patients treated with intensity-modulated pelvic radiotherapy","volume":"10","author":"Wan","year":"2015","journal-title":"Radiat Oncol"},{"key":"B19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijrobp.2016.10.010","article-title":"Hematologic nadirs during chemoradiation for anal cancer: Temporal characterization and dosimetric predictors","volume":"97","author":"Lee","year":"2017","journal-title":"Int J Radiat Oncol Biol Phys"},{"key":"B20","doi-asserted-by":"publisher","first-page":"779","DOI":"10.1186\/s12885-024-12531-z","article-title":"Association of effective dose to immune cells and vertebral marrow dose with hematologic toxicity during neoadjuvant chemoradiotherapy in esophageal squamous cell carcinoma","volume":"24","author":"Zhang","year":"2024","journal-title":"BMC Cancer"},{"key":"B21","doi-asserted-by":"publisher","first-page":"392","DOI":"10.1016\/j.canrad.2010.04.006","article-title":"Normal tissue tolerance to external beam radiation therapy: bone marrow","volume":"14","author":"Drouet","year":"2010","journal-title":"Cancer Radiother"},{"key":"B22","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijrobp.2015.09.022","article-title":"Thoracic vertebral body irradiation contributes to acute hematologic toxicity during chemoradiation therapy for non-small cell lung cancer","volume":"94","author":"Deek","year":"2016","journal-title":"Int J Radiat Oncol Biol Phys"},{"key":"B23","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1016\/j.ijrobp.2023.11.037","article-title":"The role of thoracic vertebral body dosimetry in minimizing acute hematologic toxicities of patients with non-small cell lung cancer receiving lung radiation therapy and immunotherapy","volume":"119","author":"Ma","year":"2024","journal-title":"Int J Radiat Oncol Biol Phys"},{"key":"B24","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijrobp.2017.11.025","article-title":"Radiation dose to the thoracic vertebral bodies is associated with acute hematologic toxicities in patients receiving concurrent chemoradiation for lung cancer: Results of a single-center retrospective analysis","volume":"100","author":"Barney","year":"2018","journal-title":"Int J Radiat Oncol Biol Phys"},{"key":"B25","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijrobp.2017.07.025","article-title":"Potential of proton therapy to reduce acute hematologic toxicity in concurrent chemoradiation therapy for esophageal cancer","volume":"99","author":"Warren","year":"2017","journal-title":"Int J Radiat Oncol Biol Phys"},{"key":"B26","doi-asserted-by":"publisher","DOI":"10.1126\/scitranslmed.abn6758","article-title":"Radiation-induced circulating myeloid-derived suppressor cells induce systemic lymphopenia after chemoradiotherapy in patients with glioblastoma","volume":"15","author":"Ghosh","year":"2023","journal-title":"Sci Transl Med"},{"key":"B27","doi-asserted-by":"publisher","DOI":"10.1016\/j.radonc.2024.110390","article-title":"Prognostic value of lymphocytes in patients with breast cancer receiving radiotherapy after breast-conserving surgery: A post hoc analysis of a phase III randomized trial","volume":"199","author":"Song","year":"2024","journal-title":"Radiother Oncol"},{"key":"B28","doi-asserted-by":"publisher","DOI":"10.1016\/j.radonc.2023.110041","article-title":"Modeling frameworks for radiation induced lymphopenia: A critical review","volume":"190","author":"Cella","year":"2024","journal-title":"Radiother Oncol"},{"key":"B29","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1016\/j.ijrobp.2024.12.014","article-title":"Defining the optimal radiation-induced lymphopenia metric to discern its survival impact in esophageal cancer","volume":"122","author":"Damen","year":"2025","journal-title":"Int J Radiat Oncol Biol Phys"},{"key":"B30","doi-asserted-by":"publisher","DOI":"10.1002\/cam4.4131","article-title":"Bone marrow dosimetric analysis of lymphopenia in patients with esophageal squamous cell carcinoma treated with chemoradiotherapy","volume":"10","author":"Wang","year":"2021","journal-title":"Cancer Med"},{"key":"B31","doi-asserted-by":"publisher","DOI":"10.3389\/fimmu.2025.1657972","article-title":"Effective dose to immune cells combined with platelet-to-lymphocyte ratio predicts lymphopenia and prognosis in unresectable locally advanced non-small cell lung cancer","volume":"16","author":"Yang","year":"2025","journal-title":"Front Immunol"},{"key":"B32","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1016\/j.radonc.2021.06.020","article-title":"Impact of effective dose to immune cells (EDIC) on lymphocyte nadir and survival in limited-stage SCLC","volume":"162","author":"Yu","year":"2021","journal-title":"Radiother Oncol"},{"key":"B33","doi-asserted-by":"publisher","DOI":"10.1016\/j.radonc.2023.110030","article-title":"The effective radiation dose to immune cells predicts lymphopenia and inferior cancer control in locally advanced NSCLC","volume":"190","author":"Friedes","year":"2024","journal-title":"Radiother Oncol"},{"key":"B34","doi-asserted-by":"publisher","DOI":"10.1016\/s0140-6736(18)32409-7","article-title":"Pembrolizumab versus chemotherapy for previously untreated, PD-L1-expressing, locally advanced or metastatic non-small-cell lung cancer (KEYNOTE-042): a randomised, open-label, controlled, phase 3 trial","volume":"393","author":"Mok","year":"2019","journal-title":"Lancet"},{"key":"B35","doi-asserted-by":"publisher","DOI":"10.1016\/s0140-6736(19)32591-7","article-title":"Pembrolizumab alone or with chemotherapy versus cetuximab with chemotherapy for recurrent or metastatic squamous cell carcinoma of the head and neck (KEYNOTE-048): a randomised, open-label, phase 3 study","volume":"394","author":"Burtness","year":"2019","journal-title":"Lancet"},{"key":"B36","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMoa1507643","article-title":"Nivolumab versus Docetaxel in advanced nonsquamous non-small-cell lung cancer","volume":"373","author":"Hossein Borghaei","year":"2015","journal-title":"N Engl J Med"}],"container-title":["Frontiers in Immunology"],"original-title":[],"link":[{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fimmu.2026.1832306\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T05:39:24Z","timestamp":1785476364000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fimmu.2026.1832306\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7,31]]},"references-count":36,"alternative-id":["10.3389\/fimmu.2026.1832306"],"URL":"https:\/\/doi.org\/10.3389\/fimmu.2026.1832306","relation":{},"ISSN":["1664-3224"],"issn-type":[{"value":"1664-3224","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7,31]]},"article-number":"1832306"}}