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Yan Q, Wu M, Zhang J, Yang J, Lv G, Qu B, Zhang Y, Yan X, Song J. MRI radiomics and nutritional-inflammatory biomarkers: a powerful combination for predicting progression-free survival in cervical cancer patients undergoing concurrent chemoradiotherapy. Cancer Imaging 2024; 24:144. [PMID: 39449107 PMCID: PMC11515587 DOI: 10.1186/s40644-024-00789-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Accepted: 10/09/2024] [Indexed: 10/26/2024] Open
Abstract
OBJECTIVE This study aims to develop and validate a predictive model that integrates clinical features, MRI radiomics, and nutritional-inflammatory biomarkers to forecast progression-free survival (PFS) in cervical cancer (CC) patients undergoing concurrent chemoradiotherapy (CCRT). The goal is to identify high-risk patients and guide personalized treatment. METHODS We performed a retrospective analysis of 188 patients from two centers, divided into training (132) and validation (56) sets. Clinical data, systemic inflammatory markers, and immune-nutritional indices were collected. Radiomic features from three MRI sequences were extracted and selected for predictive value. We developed and evaluated five models incorporating clinical features, nutritional-inflammatory indicators, and radiomics using C-index. The best-performing model was used to create a nomogram, which was validated through ROC curves, calibration plots, and decision curve analysis (DCA). RESULTS Model 5, which integrates clinical features, Systemic Immune-Inflammation Index (SII), Prognostic Nutritional Index (PNI), and MRI radiomics, showed the highest performance. It achieved a C-index of 0.833 (95% CI: 0.792-0.874) in the training set and 0.789 (95% CI: 0.679-0.899) in the validation set. The nomogram derived from Model 5 effectively stratified patients into risk groups, with AUCs of 0.833, 0.941, and 0.973 for 1-year, 3-year, and 5-year PFS in the training set, and 0.812, 0.940, and 0.944 in the validation set. CONCLUSIONS The integrated model combining clinical features, nutritional-inflammatory biomarkers, and radiomics offers a robust tool for predicting PFS in CC patients undergoing CCRT. The nomogram provides precise predictions, supporting its application in personalized patient management.
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Affiliation(s)
- Qi Yan
- Cancer Center, Shanxi Bethune Hospital, Third Hospital of Shanxi Medical University, Shanxi Academy of Medical Sciences Tongji Shanxi Hospital, Longcheng Street No.99, Taiyuan, China
| | - Menghan- Wu
- Cancer Center, Tongji Shanxi Hospital, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| | - Jing Zhang
- China institute for radiation protection, Taiyuan, China
| | - Jiayang- Yang
- Cancer Center, Tongji Shanxi Hospital, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| | - Guannan- Lv
- Gynecological Tumor Treatment Center, the Second People's Hospital of Datong, Cancer Hospital, Datong, China
| | - Baojun- Qu
- Gynecological Tumor Treatment Center, the Second People's Hospital of Datong, Cancer Hospital, Datong, China
| | - Yanping- Zhang
- Imaging Department, the Second People's Hospital of Datong, Cancer Hospital, Datong, China
| | - Xia Yan
- Cancer Center, Tongji Shanxi Hospital, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Taiyuan, Shanxi, China.
- Shanxi Provincial Key Laboratory for Translational Nuclear Medicine and Precision Protection, Taiyuan, China.
| | - Jianbo- Song
- Cancer Center, Shanxi Bethune Hospital, Third Hospital of Shanxi Medical University, Shanxi Academy of Medical Sciences Tongji Shanxi Hospital, Longcheng Street No.99, Taiyuan, China.
- Shanxi Provincial Key Laboratory for Translational Nuclear Medicine and Precision Protection, Taiyuan, China.
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Kim JY, Yun JK, Kim YH, Park SI, Lee JH, Jung HY, Lee GH, Song HJ, Kim DH, Choi KD, Ahn JY, Kim SB, Cho KJ, Ryu JS, Kim JH, Kang J, Park SR, Kim HR. Prognostic Impact of Inflammation-Based Factors in Patients with Esophageal Squamous Cell Carcinoma Achieving Pathological Complete Response After Neoadjuvant Chemoradiotherapy Followed by Surgery. Ann Surg Oncol 2024; 31:6662-6672. [PMID: 38954089 DOI: 10.1245/s10434-024-15678-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 06/10/2024] [Indexed: 07/04/2024]
Abstract
BACKGROUND Patients achieving pathological complete response (pCR) post-neoadjuvant chemoradiotherapy (nCRT) and surgery for locally advanced esophageal squamous cell carcinoma (ESCC) have a favorable prognosis. However, recurrence occurs in approximately 20-30% of all patients, with few studies evaluating their prognostic factors. We identified these prognostic factors, including inflammation-based markers, in patients with ESCC showing pCR after nCRT and surgery. PATIENTS AND METHODS Patients with ESCC undergoing esophagectomy post-nCRT (January 2007-August 2017) were studied. Survival analysis evaluated 5-year overall (OS) and recurrence-free survival (RFS). Risk factors, including inflammation factors, neutrophil-to-lymphocyte ratio, and platelet-to-lymphocyte ratio (PLR), were analyzed using Cox-proportional hazards model. RESULTS Overall, 123patients participated herein. After a median follow-up duration of 67 months (44-86 months), 17 patients (12.3%) had recurrent disease. The 5-year OS and RFS rates were 71.6% and 68.0%, respectively. In the multivariable analysis, older age ( ≥ 60 years) [hazard ratio (HR) 3.228, 95% confidence interval (CI) 1.478-7.048, p = 0.003], higher pretreatment T stage (≥ T3; HR 2.563, 95% CI 1.335-4.922, p = 0.005), nonapplication of induction chemotherapy (HR 2.389, 95% CI 1.184-4.824, p = 0.015), and higher post-nCRT PLR (≥ 184.2; HR 2.896, 95% CI 1.547-5.420, p = 0.001) were poor independent prognostic factors for 5-year RFS. The patient group with three to four identified factors with poor outcomes exhibited a 5-year RFS rate of 46.2%. CONCLUSIONS Significant prognostic factors include higher post-nCRT PLR, older age, higher clinical T stage, and nonapplication of induction chemotherapy. Identifying higher recurrence risk patients is crucial for tailored follow-up and treatment.
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Affiliation(s)
- Ji Yong Kim
- Department of Thoracic and Cardiovascular Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jae Kwang Yun
- Department of Thoracic and Cardiovascular Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Yong-Hee Kim
- Department of Thoracic and Cardiovascular Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Seung-Il Park
- Department of Thoracic and Cardiovascular Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jeong Hoon Lee
- Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Hwoon-Yong Jung
- Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Gin Hyug Lee
- Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Ho June Song
- Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Do Hoon Kim
- Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Kee Don Choi
- Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Ji Yong Ahn
- Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sung-Bae Kim
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Kyung-Ja Cho
- Departments of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jin-Sook Ryu
- Department of Nuclear Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jong Hoon Kim
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jihoon Kang
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
- Center for Research and Development, Oncocross Ltd., Seoul, Republic of Korea
| | - Sook Ryun Park
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
| | - Hyeong Ryul Kim
- Department of Thoracic and Cardiovascular Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
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Lo CM, Lu HI, Wang YM, Chen YH, Chen Y, Chen LC, Li SH. Preoperative neutrophil-to-lymphocyte ratio after chemoradiotherapy for esophageal squamous cell carcinoma associates with postoperative pulmonary complications following radical esophagectomy. Perioper Med (Lond) 2024; 13:65. [PMID: 38956623 PMCID: PMC11218404 DOI: 10.1186/s13741-024-00431-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 06/26/2024] [Indexed: 07/04/2024] Open
Abstract
OBJECTIVES Esophagectomy after chemoradiotherapy is associated with an increased risk of surgical complications. The significance of preoperative neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio after chemoradiotherapy in predicting pulmonary complications following radical esophagectomy in esophageal squamous cell carcinoma patients receiving preoperative chemoradiotherapy remains unknown. We aimed to investigate the utility of neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio in predicting the pulmonary complications of esophagectomy after preoperative chemoradiotherapy. METHODS We retrospectively reviewed 111 consecutive patients with stage III esophageal squamous cell carcinoma who received preoperative chemoradiotherapy followed by esophagectomy between January 2009 and December 2017. Laboratory data were collected before the operation and surgical outcomes and complications were recorded. We calculated neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio and correlated them with the clinical parameters, postoperative complications, overall survival, and disease-free survival. RESULTS Postoperative complications were observed in 75 (68%) patients, including 32 (29%) with pulmonary complications. The preoperative neutrophil-to-lymphocyte ratio of ≥ 3 (P = 0.008), clinical T4 classification (P = 0.007), and advanced stage IIIC (P = 0.012) were significantly associated with pulmonary complications. Pulmonary complication rates were 15% and 38% in patients with preoperative neutrophil-to-lymphocyte ratio of < 3 and ≥ 3, respectively. Preoperative neutrophil-to-lymphocyte ratio was not associated with the oncological stratification such as pathological T classification, pathological N classification, and pathological AJCC stage. The 3-year overall survival rates were 70% and 34% in patients with preoperative neutrophil-to-lymphocyte ratio of < 3 and ≥ 3, respectively (P = 0.0026). The 3-year disease-free survival rates were 57% and 29% in patients with preoperative neutrophil-to-lymphocyte ratio of < 3 and ≥ 3, respectively (P = 0.0055). The preoperative neutrophil-to-lymphocyte ratio of ≥ 3 was independently associated with more pulmonary complications, inferior overall survival, and worse disease-free survival. CONCLUSIONS Elevated preoperative neutrophil-to-lymphocyte ratio after chemoradiotherapy is independently associated with higher pulmonary complication rate following radical esophagectomy and poor prognosis in patients with esophageal squamous cell carcinoma receiving preoperative chemoradiotherapy. Preoperative neutrophil-to-lymphocyte ratio is routinely available in clinical practice and our findings suggest it can be used as a predictor for pulmonary complications after esophagectomy in patients with esophageal squamous cell carcinoma receiving preoperative chemoradiotherapy.
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Affiliation(s)
- Chien-Ming Lo
- Department of Thoracic & Cardiovascular Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Hung-I Lu
- Department of Thoracic & Cardiovascular Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yu-Ming Wang
- Deaprtment of Radiation Oncology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yen-Hao Chen
- Department of Hematology-Oncology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yu Chen
- Department of Thoracic & Cardiovascular Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Li-Chun Chen
- Department of Thoracic & Cardiovascular Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Shau-Hsuan Li
- Department of Hematology-Oncology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan.
- , No.123, Dapi Rd., Niaosong Dist., Kaohsiung City, 833, Taiwan.
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Dan J, Tan J, Huang J, Yuan Z, Guo Y. Early changes of platelet‑lymphocyte ratio correlate with neoadjuvant chemotherapy response and predict pathological complete response in breast cancer. Mol Clin Oncol 2023; 19:90. [PMID: 37854328 PMCID: PMC10580258 DOI: 10.3892/mco.2023.2686] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 09/11/2023] [Indexed: 10/20/2023] Open
Abstract
Markers with inflammatory properties, such as the ratio of neutrophils to lymphocytes and the platelet-to-lymphocyte ratio (PLR), have been documented as potential indicators for predicting pathologic complete response (pCR) following neoadjuvant chemotherapy (NACT) in cases of breast cancer. However, whether early changes of PLR (ΔPLR) during NACT can predict pCR has not been reported. A total of 257 breast cancer patients who underwent NACT were retrospectively analyzed. PLR was calculated by evaluating the complete blood cell counts prior to NACT and following two cycles of NACT. The analysis focused on the association between changes in PLR and the response to chemotherapy, as well as the association with pCR. Patients who stayed in or changed to the low PLR level subgroup after two cycles of NACT exhibited a superior response to chemotherapy, in contrast to those who stayed in or changed to the high PLR level subgroup. Of the 257 patients, 75 (29.1%) achieved a pCR after NACT. In the multivariate analysis, there was a significant association between ΔPLR and pCR, whereas pre-treatment and post-treatment PLR did not show any significant association. In multivariate analysis, patients who had a ΔPLR <0 had a notably higher rate of pCR compared with patients with a ΔPLR ≥0. It was concluded that ΔPLR, rather than pre-treatment or post-treatment PLR, is associated with pCR. This suggested that the early changes of PLR after two cycles of NACT might serve as a more accurate predictor for chemotherapy response and pCR in breast cancer.
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Affiliation(s)
- Jiaqiang Dan
- Geriatric Diseases Institute of Chengdu/Cancer Prevention and Treatment Institute of Chengdu, Department of Breast Surgery, Chengdu Fifth People's Hospital (The Second Clinical Medical College, Affiliated Fifth People's Hospital of Chengdu University of Traditional Chinese Medicine), Chengdu, Sichuan 611137, P.R. China
| | - Jingya Tan
- Department of Rheumatology and Immunology, Wenjiang District People's Hospital of Chengdu City, Chengdu, Sichuan 611137, P.R. China
| | - Junhua Huang
- Geriatric Diseases Institute of Chengdu/Cancer Prevention and Treatment Institute of Chengdu, Department of Breast Surgery, Chengdu Fifth People's Hospital (The Second Clinical Medical College, Affiliated Fifth People's Hospital of Chengdu University of Traditional Chinese Medicine), Chengdu, Sichuan 611137, P.R. China
| | - Zhiying Yuan
- Geriatric Diseases Institute of Chengdu/Cancer Prevention and Treatment Institute of Chengdu, Department of Breast Surgery, Chengdu Fifth People's Hospital (The Second Clinical Medical College, Affiliated Fifth People's Hospital of Chengdu University of Traditional Chinese Medicine), Chengdu, Sichuan 611137, P.R. China
| | - Yao Guo
- Geriatric Diseases Institute of Chengdu/Cancer Prevention and Treatment Institute of Chengdu, Department of Breast Surgery, Chengdu Fifth People's Hospital (The Second Clinical Medical College, Affiliated Fifth People's Hospital of Chengdu University of Traditional Chinese Medicine), Chengdu, Sichuan 611137, P.R. China
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Impact of Platelets to Lymphocytes Ratio and Lymphocytes during Radical Concurrent Radiotherapy and Chemotherapy on Patients with Nonmetastatic Esophageal Squamous Cell Carcinoma. JOURNAL OF ONCOLOGY 2022; 2022:3412349. [PMID: 35528243 PMCID: PMC9076304 DOI: 10.1155/2022/3412349] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Accepted: 04/03/2022] [Indexed: 11/30/2022]
Abstract
Purpose This study examined the importance of hematological parameters as prognostic markers for people with esophageal cancer receiving radical concurrent chemoradiation. Methods 106 patients with esophageal cancer are included in this study. Cox regression analysis, Kaplan-Meier method, and chi-square test were used to analyze our data. Results The median follow-up time for patients was 15.5 months (3-55). Univariate and multivariate analyses showed that age, the change of platelet-to-lymphocyte ratio (ΔPLR), and the change rate of circulating lymphocyte count (ΔCLC%) were independent influencing factors of OS and DFS. The patients were grouped according to the median of ΔPLR and ΔCLC%, and analysis showed that a higher ΔPLR and a higher ΔCLC% was related to poor OS and DFS (P < 0.001, P < 0.001 and P < 0.001, P < 0.001). By subgroup analysis, the OS of T1-4N1-2 were better in the low ΔPLR group than the high one (P = 0.03, P < 0.001, P = 0.001, P < 0.001, and P = 0.008). DFS of T3-4N1-2 in the low ΔPLR group were better than the high one (P < 0.001, P = 0.016 and P < 0.001, P = 0.022). For patients with T1-4N0-2, the OS in the low ΔCLC% group were better than in the high ΔCLC% group (P = 0.01, P < 0.001, P < 0.002, P = 0.012, P < 0.001, and P = 0.024). For T1-4N1-2, the DFS were better in the low ΔCLC% group than others (P = 0.042, P < 0.001, P < 0.001, P < 0.001, and P = 0.006). Conclusion ΔPLR and ΔCLC% are independent factors of OS and DFS, and a lower ΔPLR and ΔCLC% are associated with a better OS and DFS. And T3-4N1-2 patients in the low ΔPLR group and low ΔCLC% group have greater survival benefit.
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Tankel J, Calderone A, Garcia-Luna JLR, Mueller CL, Najmeh S, Spicer J, Mulder D, Ferri L, Cools-Lartigue J. Changes in Perioperative Platelet Lymphocyte Ratio Predict Survival in Oesophago-Gastric Adenocarcinoma. Ann Surg Oncol 2022; 29:10.1245/s10434-022-11475-7. [PMID: 35377063 DOI: 10.1245/s10434-022-11475-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 02/02/2022] [Indexed: 12/07/2022]
Abstract
BACKGROUND Platelet to lymphocyte ratio (PLR) is associated with survival in oesophageal cancer. We explored whether PLR changes during different stages of treatment correlate with survival outcomes. METHODS A retrospective single-centre study was performed. Consecutive patients who received neoadjuvant chemotherapy followed by surgery for oesophageal adenocarcinoma were identified. Changes in PLR were calculated during two time periods: the first spanning the neoadjuvant period (T1); the second the perioperative period (T2). Differences in PLR were calculated for clinicopathological variables during both T1 and T2 and for variables with regards to their association with median overall survival (OS). Variables found to be significant on univariate analysis were included in a multivariate Cox regression model. Using ROC analysis, optimal cut-offs for PLR changes were identified and plotted on a Kaplan-Meir curve. RESULTS Of the 370 patients identified, 110 (29.7%) were included in the analysis. During T1 a positive correlation was noted between higher positive lymph node ratio and PLR change. During T2, PLR change was positively higher in patients who suffered major postoperative complications. Median survival for the cohort as a whole was 42.3 months and 5-year OS was 57.3%. Survival at 5 years was associated with lower PLR changes during T2. On univaraite analysis, median OS was significantly less for patients with a tumour size > 3 cm, poor differentiation and change in PLR ≥ 43.4 during T2. The latter two variables remained significant on multivariate analysis. Using the same PLR threshold, the survival curve comparing changes in PLR during T2 remained statistically significant. CONCLUSION Perioperative PLR changes are highly prognostic of survival outcomes in patients treated for oesophageal adenocarcinoma.
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Affiliation(s)
- James Tankel
- Division of Thoracic and Upper Gastrointestinal Surgery, Montreal General Hospital, McGill University Health Centre, Montreal, Quebec, Canada
| | - Alexander Calderone
- Division of Thoracic and Upper Gastrointestinal Surgery, Montreal General Hospital, McGill University Health Centre, Montreal, Quebec, Canada
| | - Jose Luis Ramirez Garcia-Luna
- Division of Thoracic and Upper Gastrointestinal Surgery, Montreal General Hospital, McGill University Health Centre, Montreal, Quebec, Canada
| | - Carmen L Mueller
- Division of Thoracic and Upper Gastrointestinal Surgery, Montreal General Hospital, McGill University Health Centre, Montreal, Quebec, Canada
| | - Sarah Najmeh
- Division of Thoracic and Upper Gastrointestinal Surgery, Montreal General Hospital, McGill University Health Centre, Montreal, Quebec, Canada
| | - Jonathan Spicer
- Division of Thoracic and Upper Gastrointestinal Surgery, Montreal General Hospital, McGill University Health Centre, Montreal, Quebec, Canada
| | - David Mulder
- Division of Thoracic and Upper Gastrointestinal Surgery, Montreal General Hospital, McGill University Health Centre, Montreal, Quebec, Canada
| | - Lorenzo Ferri
- Division of Thoracic and Upper Gastrointestinal Surgery, Montreal General Hospital, McGill University Health Centre, Montreal, Quebec, Canada
| | - Jonathan Cools-Lartigue
- Division of Thoracic and Upper Gastrointestinal Surgery, Montreal General Hospital, McGill University Health Centre, Montreal, Quebec, Canada.
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Lin YJ, Wei KC, Chen PY, Lim M, Hwang TL. Roles of Neutrophils in Glioma and Brain Metastases. Front Immunol 2021; 12:701383. [PMID: 34484197 PMCID: PMC8411705 DOI: 10.3389/fimmu.2021.701383] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 07/19/2021] [Indexed: 12/16/2022] Open
Abstract
Neutrophils, which are the most abundant circulating leukocytes in humans, are the first line of defense against bacterial and fungal infections. Recent studies have reported the role and importance of neutrophils in cancers. Glioma and brain metastases are the most common malignant tumors of the brain. The tumor microenvironment (TME) in the brain is complex and unique owing to the brain-blood barrier or brain-tumor barrier, which may prevent drug penetration and decrease the efficacy of immunotherapy. However, there are limited studies on the correlation between brain cancer and neutrophils. This review discusses the origin and functions of neutrophils. Additionally, the current knowledge on the correlation between neutrophil-to-lymphocyte ratio and prognosis of glioma and brain metastases has been summarized. Furthermore, the implications of tumor-associated neutrophil (TAN) phenotypes and the functions of TANs have been discussed. Finally, the potential effects of various treatments on TANs and the ability of neutrophils to function as a nanocarrier of drugs to the brain TME have been summarized. However, further studies are needed to elucidate the complex interactions between neutrophils, other immune cells, and brain tumor cells.
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Affiliation(s)
- Ya-Jui Lin
- Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou, Taiwan
- Graduate Institute of Natural Products, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, United States
| | - Kuo-Chen Wei
- Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou, Taiwan
- Department of Neurosurgery, New Taipei Municipal TuCheng Hospital, Chang Gung Medical Foundation, New Taipei, Taiwan
- School of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Pin-Yuan Chen
- School of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Neurosurgery, Chang Gung Memorial Hospital, Keelung, Taiwan
| | - Michael Lim
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, United States
| | - Tsong-Long Hwang
- Graduate Institute of Natural Products, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Research Center for Chinese Herbal Medicine, Research Center for Food and Cosmetic Safety, and Graduate Institute of Health Industry Technology, Chang Gung University of Science and Technology, Taoyuan, Taiwan
- Department of Anesthesiology, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- Department of Chemical Engineering, Ming Chi University of Technology, New Taipei City, Taiwan
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Lusho S, Durando X, Mouret-Reynier MA, Kossai M, Lacrampe N, Molnar I, Penault-Llorca F, Radosevic-Robin N, Abrial C. Platelet-to-Lymphocyte Ratio Is Associated With Favorable Response to Neoadjuvant Chemotherapy in Triple Negative Breast Cancer: A Study on 120 Patients. Front Oncol 2021; 11:678315. [PMID: 34367964 PMCID: PMC8331686 DOI: 10.3389/fonc.2021.678315] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 06/29/2021] [Indexed: 12/31/2022] Open
Abstract
Introduction Triple negative breast cancer (TNBC) is highly heterogeneous, but still most of the patients are treated by the anthracycline/taxane-based neoadjuvant therapy (NACT). Tumor-infiltrating lymphocytes (TILs) are a strong predictive and prognostic biomarker in TNBC, however are not always available. Peripheral blood counts, which reflect the systemic inflammatory/immune status, are easier to obtain than TILs. We investigated whether baseline white cell or platelet counts, as well as, Neutrophil-to-Lymphocyte Ratio (NLR) or Platelet-to-Lymphocyte Ratio (PLR) could replace baseline TILs as predictive or prognostic biomarkers in a series of TNBC treated by standard NACT. Patients and Methods One hundred twenty patients uniformly treated by FEC/taxane NACT in a tertiary cancer care center were retrospectively analyzed. The presence of pathological complete response (pCR: ypT0/Tis, ypN0) or the presence of pCR and/small residual disease (ypT0/Tis/T1ab, ypN0) were considered as good responses in data analysis. Baseline/pre-NACT blood count, NLR, PLR and TILs were evaluated as predictors of response, distant recurrence rate and distant recurrence-free survival (DRFS). Results TILs ≥30% and ≥1.5% were best predictors of pCR and distant recurrence risk, respectively (p = 0.007, p = 0.012). However, in this cohort, pCR status was not significantly associated with recurrence. Only the ensemble of patients with pCR and small residual disease had lower recurrence risk and longer survival DRFS (p = 0.042, p = 0.024, respectively) than the rest of the cohort (larger residual disease). The only parameter which could predict the pCR/small residual disease status was PLR: patients with values lower than 133.25 had significantly higher chance of reaching that status after NACT (p = 0.045). However, no direct correlation could be established between baseline PLR and metastatic recurrence. No correlation either was found between TIL and individual blood counts, or between TILs and NLR or PLR. Conclusion In this cohort, TILs retained their pCR predictive value; however PLR was a better predictor of the ensemble of responses which had good outcome in terms of less distant recurrences or longer DRFS (pCR or small residual disease). Thus, baseline PLR is worth further, prospective investigation together with baseline TILs, as it might indicate a good TNBC response to NACT when TILs are unavailable.
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Affiliation(s)
- Sejdi Lusho
- Clermont Auvergne University, INSERM U1240 "Molecular Imaging and Theranostic Strategies", Centre Jean Perrin, Clermont-Ferrand, France.,Delegation for Clinical Research and Innovation, Centre Jean Perrin, Clermont-Ferrand, France.,Centre for Clinical Investigation, INSERM U501, Clermont-Ferrand, France
| | - Xavier Durando
- Clermont Auvergne University, INSERM U1240 "Molecular Imaging and Theranostic Strategies", Centre Jean Perrin, Clermont-Ferrand, France.,Delegation for Clinical Research and Innovation, Centre Jean Perrin, Clermont-Ferrand, France.,Centre for Clinical Investigation, INSERM U501, Clermont-Ferrand, France.,Department of Medical Oncology, Centre Jean Perrin, Clermont-Ferrand, France
| | - Marie-Ange Mouret-Reynier
- Clermont Auvergne University, INSERM U1240 "Molecular Imaging and Theranostic Strategies", Centre Jean Perrin, Clermont-Ferrand, France.,Delegation for Clinical Research and Innovation, Centre Jean Perrin, Clermont-Ferrand, France.,Centre for Clinical Investigation, INSERM U501, Clermont-Ferrand, France.,Department of Medical Oncology, Centre Jean Perrin, Clermont-Ferrand, France
| | - Myriam Kossai
- Clermont Auvergne University, INSERM U1240 "Molecular Imaging and Theranostic Strategies", Centre Jean Perrin, Clermont-Ferrand, France.,Department of Pathology, Centre Jean Perrin, Clermont-Ferrand, France
| | - Nathalie Lacrampe
- Clermont Auvergne University, INSERM U1240 "Molecular Imaging and Theranostic Strategies", Centre Jean Perrin, Clermont-Ferrand, France.,Department of Pathology, Centre Jean Perrin, Clermont-Ferrand, France
| | - Ioana Molnar
- Clermont Auvergne University, INSERM U1240 "Molecular Imaging and Theranostic Strategies", Centre Jean Perrin, Clermont-Ferrand, France.,Delegation for Clinical Research and Innovation, Centre Jean Perrin, Clermont-Ferrand, France.,Centre for Clinical Investigation, INSERM U501, Clermont-Ferrand, France
| | - Frederique Penault-Llorca
- Clermont Auvergne University, INSERM U1240 "Molecular Imaging and Theranostic Strategies", Centre Jean Perrin, Clermont-Ferrand, France
| | - Nina Radosevic-Robin
- Clermont Auvergne University, INSERM U1240 "Molecular Imaging and Theranostic Strategies", Centre Jean Perrin, Clermont-Ferrand, France.,Department of Pathology, Centre Jean Perrin, Clermont-Ferrand, France
| | - Catherine Abrial
- Clermont Auvergne University, INSERM U1240 "Molecular Imaging and Theranostic Strategies", Centre Jean Perrin, Clermont-Ferrand, France.,Delegation for Clinical Research and Innovation, Centre Jean Perrin, Clermont-Ferrand, France.,Centre for Clinical Investigation, INSERM U501, Clermont-Ferrand, France
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9
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Suzuki T, Ishibashi Y, Tsujimoto H, Nomura S, Kouzu K, Itazaki Y, Sugihara T, Harada M, Ito N, Sugasawa H, Kishi Y, Ueno H. A Novel Systemic Inflammatory Score Combined With Immunoinflammatory Markers Accurately Reflects Prognosis in Patients With Esophageal Cancer. In Vivo 2021; 34:3705-3711. [PMID: 33144487 DOI: 10.21873/invivo.12218] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 10/05/2020] [Accepted: 10/06/2020] [Indexed: 12/24/2022]
Abstract
AIM To establish a novel systemic inflammatory score (SIS) combined with neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), and C-reactive protein/albumin ratio (CAR) and to validate its prognostic value and relation with serum cytokine levels in patients who underwent esophagectomy for esophageal cancer (EC). PATIENTS AND METHODS Preoperative NLR, PLR, and CAR were evaluated in 102 patients undergoing esophageal resection for EC from 2009 to 2014. Receiver operating characteristic (ROC) curves censored for 5-year survival were plotted to determine the cutoff values of each measure. Each measure was scored 1 if it was above the cutoff value (NLR >3.12, PLR >230, and CAR >0.085) and scored 0 if it was below that. The SIS was defined as the sum of these values and was divided into the two groups: High SIS (SIS=2-3) and low SIS (SIS=0-1). Univariate and multivariate analyses were used to determine the prognostic significance. The area under the ROCs (AUROC) was compared to verify the discriminative power of survival prediction. In addition, we analyzed the relationship between SIS and perioperative serum interleukin (IL)-6 and IL-10 levels. RESULTS In the clinicopathological findings, only tumor depth was significantly related to SIS (p=0.004). At 0.732, the AUROC of SIS was the highest (NLR=0.618, PLR=0.545), and CAR=0.712). The high-SIS group had a significantly poorer prognosis than the low-SIS group (p=0.011). SIS was identified as an independent prognostic factor in the multivariate analysis (hazard ratio=1.96, 95% confidence intervaI=1.11-3.41, p=0.020). The preoperative serum interleukin-6 level was significantly low (p=0.046) and postoperative serum interleukin-10 level was significantly high in the high-SIS group (p=0.047). CONCLUSION SIS was a superior predictor of prognosis compared with existing immunoinflammatory markers and closely reflected the fluctuation of peripheral inflammatory cytokines in patients with EC.
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Affiliation(s)
- Takafumi Suzuki
- Department of Surgery, National Defense Medical College, Saitama, Japan
| | - Yusuke Ishibashi
- Department of Surgery, National Defense Medical College, Saitama, Japan
| | | | - Shinsuke Nomura
- Department of Surgery, National Defense Medical College, Saitama, Japan
| | - Keita Kouzu
- Department of Surgery, National Defense Medical College, Saitama, Japan
| | - Yujiro Itazaki
- Department of Surgery, National Defense Medical College, Saitama, Japan
| | - Takao Sugihara
- Department of Surgery, National Defense Medical College, Saitama, Japan
| | - Manabu Harada
- Department of Surgery, National Defense Medical College, Saitama, Japan
| | - Nozomi Ito
- Department of Surgery, National Defense Medical College, Saitama, Japan
| | - Hidekazu Sugasawa
- Department of Surgery, National Defense Medical College, Saitama, Japan
| | - Yoji Kishi
- Department of Surgery, National Defense Medical College, Saitama, Japan
| | - Hideki Ueno
- Department of Surgery, National Defense Medical College, Saitama, Japan
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10
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Li C, Lin JW, Yeh HL, Chuang CY, Chen CC. Good prediction of treatment responses to neoadjuvant chemoradiotherapy for esophageal cancer based on preoperative inflammatory status and tumor glucose metabolism. Sci Rep 2021; 11:11626. [PMID: 34078965 PMCID: PMC8172631 DOI: 10.1038/s41598-021-90753-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 05/17/2021] [Indexed: 01/03/2023] Open
Abstract
To develop a tool for predicting pathologic complete response (pCR) after neoadjuvant chemoradiotherapy (neoCRT) in patients with esophageal cancer by combining inflammatory status and tumor glucose metabolic activity. This study included 127 patients with locally advanced esophageal cancer who had received neoCRT followed by esophagectomy from 2007 to 2016. We collected their neutrophil-lymphocyte ratio (NLR) and standardized uptake value (SUV) obtained from fluorodeoxyglucose positron emission tomography (PET/CT) before and after neoCRT. Univariate and multivariate logistic regression analyses were performed to identify potential predictive factors for pCR. Sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) of predictors were calculated. Between pCR and non-pCR groups, there were no statistically significant differences in patient characteristics, such as sex, age, site, and clinical T/N stage. Multivariate analyses identified four independent predictors for pCR, including pre-OP NLR < 5.4 [OR 11.179; 95% CI 8.385-13.495; p = 0.003], NLR change (ΔNLR) < 3 [OR 4.891; 95% CI 2.274-9.180; p = 0.005], changes in SUV (ΔSUV) > 7.2 [OR 3.033; 95% CI 1.354-6.791; p = 0.007], and SUV changes ratio (ΔSUV ratio) > 58% [OR 3.585; 95% CI 1.576-8.152; p = 0.002]. ΔNLR had the highest accuracy and NPV (84.3% and 90.3%, respectively). Combined factors of ΔNLR < 3 and ΔSUV ratio > 58% had the best PPV for pCR (84.8%). Inflammatory status (ΔNLR) and tumor glucose metabolic activity (ΔSUV ratio), when considered together, constitute a promising low-invasive tool with high efficacy for prediction of treatment response before surgery.
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Affiliation(s)
- Chuan Li
- Department of Radiation Oncology, Taichung Veterans General Hospital, No.1650, Sect. 4, Taiwan Boulevard, Taichung, 407, Taiwan
| | - Jing-Wei Lin
- Department of Radiation Oncology, Taichung Veterans General Hospital, No.1650, Sect. 4, Taiwan Boulevard, Taichung, 407, Taiwan
- Department of Radiation Oncology, Chiayi Branch, Taichung Veterans General Hospital, Chiayi City, Taiwan
| | - Hui-Ling Yeh
- Department of Radiation Oncology, Taichung Veterans General Hospital, No.1650, Sect. 4, Taiwan Boulevard, Taichung, 407, Taiwan
| | - Cheng-Yen Chuang
- Division of Thoracic Surgery, Department of Surgery, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Chien-Chih Chen
- Department of Radiation Oncology, Taichung Veterans General Hospital, No.1650, Sect. 4, Taiwan Boulevard, Taichung, 407, Taiwan.
- Ph.D. Program in Translational Medicine, National Chung Hsing University, Taichung, Taiwan.
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11
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Chen LC, Li SH, Lo CM, Chen YH, Huang SC, Wang YM, Chou SY, Lu HI. Platelet-to-lymphocyte ratio is an independent prognosticator in patients with esophageal squamous cell carcinoma receiving esophagectomy. J Thorac Dis 2019; 11:4583-4590. [PMID: 31903247 DOI: 10.21037/jtd.2019.11.06] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Background Systemic inflammation response is a crucial prognostic factor for various cancers. The neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) are two inflammation-based prognostic scores. The significance of preoperative NLR and PLR in patients with esophageal squamous cell carcinoma (ESCC) receiving curative esophagectomy remains largely undefined. Hence, this study aimed to evaluate the significance of preoperative NLR and PLR in patients with ESCC receiving curative esophagectomy in southern Taiwan. Methods A consecutive group of 107 patients with ESCC undergoing esophagectomy between January 2001 and December 2012 were retrospectively reviewed. The NLR and PLR of these 107 patients were calculated and correlated with clinicopathological parameters, overall survival (OS), and disease-free survival (DFS). Results NLR ≥2.5 was significantly correlated with higher T classification (P=0.006) and advanced clinical AJCC 7th stage (P=0.047). PLR ≥150 was significantly associated with higher T classification (P=0.009). Univariate survival analysis showed that NLR ≥2.5 and PLR ≥150 were associated with poor OS (P=0.009 and P=0.007, respectively) and poor DFS (P=0.006 and P=0.005, respectively). On multivariate comparison, PLR ≥150 was independently associated with poor OS [P=0.001, hazard ratio (HR): 2.475] and poor DFS (P<0.001, HR: 2.509). The 5-year overall and DFS rates were, respectively, 33.3% and 25.0% in patients with PLR ≥150, and 54% and 46% in patients with PLR <150. Conclusions The PLR is an independent prognosticator for patients with ESCC undergoing esophagectomy in southern Taiwan.
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Affiliation(s)
- Li-Chun Chen
- Department of Thoracic & Cardiovascular Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung
| | - Shau-Hsuan Li
- Department of Hematology-Oncology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung
| | - Chien-Ming Lo
- Department of Thoracic & Cardiovascular Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung
| | - Yen-Hao Chen
- Department of Hematology-Oncology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung
| | - Shun-Chen Huang
- Department of Pathology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung
| | - Yu-Ming Wang
- Department of Radiation Oncology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung
| | - Shang-Yu Chou
- Department of Radiation Oncology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung
| | - Hung-I Lu
- Department of Thoracic & Cardiovascular Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung
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12
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Prognostic Value of Combined Analysis of CTLA-4 and PLR in Esophageal Squamous Cell Carcinoma (ESCC) Patients. DISEASE MARKERS 2019; 2019:1601072. [PMID: 31485274 PMCID: PMC6710793 DOI: 10.1155/2019/1601072] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/09/2019] [Revised: 04/30/2019] [Accepted: 05/21/2019] [Indexed: 01/21/2023]
Abstract
Objective The purpose of this study was to evaluate the prognostic role of the cytotoxic T-lymphocyte-associated antigen-4 (CTLA-4) expression level and the platelet lymphocyte ratio (PLR) level in esophageal squamous cell carcinoma (ESCC) patients. Methods 84 ESCC patients who received surgical treatment in our hospital were enrolled in the study. The correlation of each biomarker's level with ESCC patients' clinicopathological characteristics and overall survival (OS) was assessed. Results The elevated expression rate of T-CTLA-4 (tumor cell CTLA-4) and I-CTLA-4 (interstitial lymphocyte CTLA-4) was 48.8% and 44.0%, respectively. The number of enrolled patients with a higher PLR level (≥119) was 48. The prognostic value of T-CTLA-4, I-CTLA-4, and PLR in ESCC patients was not detected. However, patients with both a low T-CTLA-4 expression level and a low PLR level that had longer OS (p = 0.023) were found. The prognostic role of T-CTLA-4(-) +PLR (-) status in ESCC patients was also confirmed in multivariate analyses (p = 0.027). Conclusion These results demonstrated the potential prognostic value of combined analysis of CTLA-4 and PLR in ESCC patients.
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13
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Pirozzolo G, Gisbertz SS, Castoro C, van Berge Henegouwen MI, Scarpa M. Neutrophil-to-lymphocyte ratio as prognostic marker in esophageal cancer: a systematic review and meta-analysis. J Thorac Dis 2019; 11:3136-3145. [PMID: 31463142 DOI: 10.21037/jtd.2019.07.30] [Citation(s) in RCA: 69] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
A high preoperative neutrophil-lymphocyte ratio (NLR) has been shown in several studies as a predictor of worse survival in many solid neoplasms, including esophageal cancer, but its impact remains unclear. The goal of this systematic review was to gain all the evidence about NLR in order to analyse its potential in predicting survival in esophageal cancer. Therefore, we conducted a systematic literature search of all relevant studies reporting data on NLR as prognostic marker in esophageal cancer patients. We considered overall survival (OS) as primary outcome, disease-free survival (DFS) and progression-free survival (PFS) as secondary outcomes. We included studies with a directly or indirectly available hazard ratio (HR), furthermore we used both fixed effect model and random effect model depending on heterogeneity. We included a total of 20 studies, published between 2011 and 2017, consisting of 6,457 patients. The NLR cut-off value ranges from 1.7 to 5. The HR for OS of all included studies was 1.60. The HR for DFS and PFS was 1.75 and 1.66 respectively. The survival sub-analysis about tumor characteristics, treatment modality, blood sample timing also confirmed NLR prognostic relevance with statistically significant results. The meta-analysis showed that high preoperative NLR is associated with worse survival in esophageal cancer, as shown in several solid tumors, but its use in the clinical practice is still underestimated. High-quality studies are needed to assess the most effective cut-off in survival prognostication and NLR relevance on postoperative complications.
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Affiliation(s)
| | - Suzanne S Gisbertz
- General Surgery Department, AMC-Academic Medical Center, Amsterdam, The Netherlands
| | - Carlo Castoro
- Esophago-gastric Surgery Department, Humanitas Research Hospital, Rozzano, Italy
| | | | - Marco Scarpa
- General Surgery Department, Padua Hospital, Padua, Italy
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14
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Lin AJ, Gang M, Rao YJ, Campian J, Daly M, Gay H, Oppelt P, Jackson RS, Rich J, Paniello R, Zevallos J, Hallahan D, Adkins D, Thorstad W. Association of Posttreatment Lymphopenia and Elevated Neutrophil-to-Lymphocyte Ratio With Poor Clinical Outcomes in Patients With Human Papillomavirus-Negative Oropharyngeal Cancers. JAMA Otolaryngol Head Neck Surg 2019; 145:413-421. [PMID: 30920592 PMCID: PMC6537794 DOI: 10.1001/jamaoto.2019.0034] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Accepted: 01/03/2019] [Indexed: 12/18/2022]
Abstract
IMPORTANCE Better biomarkers are needed for human papillomavirus (HPV)-negative oropharyngeal cancer (OPC) to identify patients at risk of recurrence. Lymphopenia and an elevated ratio of neutrophils to lymphocytes (NLR) have been associated with poor disease outcomes in a number of solid tumors. OBJECTIVE To test the hypothesis that postradiotherapy lymphopenia and elevated NLR are associated with poor clinical outcomes. DESIGN, SETTING, AND PARTICIPANTS This single-institution retrospective analysis included patients with HPV-negative OPC treated from January 1, 1997, through January 4, 2017. Median follow-up was 37 months (range, 2-197 months). A total of 108 patients with HPV-negative OPC and at least 1 complete blood cell count 2 to 12 months after the start of radiotherapy were included. Data were analyzed from August 26 to September 7, 2017. INTERVENTIONS Surgery followed by radiotherapy vs definitive radiotherapy, with or without chemotherapy. MAIN OUTCOMES AND MEASURES Absolute lymphocyte (ALC) and absolute neutrophil (ANC) counts were tested as variables affecting locoregional control, recurrence-free survival, and overall survival. RESULTS Of a total of 108 patients included in the analysis (87.0% male; mean age, 56 years [range, 35-84 years]), 57 received surgery followed by postoperative radiotherapy and 51 received definitive radiotherapy. During treatment, 67 of 79 patients (84.8%) had grades 3 to 4 lymphopenia and 17 of 79 (21.5%) had grade 4 lymphopenia. The ANC recovered by 6 months after radiotherapy, but ALC remained depressed to 1 year after radiotherapy. Posttreatment lymphopenia and elevated NLR were associated with worse recurrence-free and overall survival. The estimated 3-year LRC in patients with and without grades 3 to 4 lymphopenia at 3 months after radiotherapy start was 73% vs 82% (hazard ratio [HR], 0.58; 95% CI, 0.19-1.8); estimated 3-year recurrence-free survival, 36% vs 63% (HR, 0.45; 95% CI, 0.23-0.87); and estimated 3-year overall survival, 34% vs 64% (HR, 0.45; 95% CI, 0.23-0.88). In multivariable analysis, an association with worse overall survival was found for definitive radiotherapy (HR, 3.3; 95% CI, 1.6-7.1) and grades 3 to 4 lymphopenia (HR, 2.6; 95% CI, 1.3-5.5) at 3 months after radiotherapy. CONCLUSIONS AND RELEVANCE Lymphopenia and NLR as early as 3 months after treatment start may serve as biomarkers of clinical outcomes in patients with HPV-negative OPC. These patients may benefit from adjuvant treatment intensification or closer surveillance.
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Affiliation(s)
- Alexander J. Lin
- Department of Radiation Oncology, Washington University School of Medicine in Saint Louis, St Louis, Missouri
| | - Margery Gang
- Medical student at Washington University School of Medicine in Saint Louis, St. Louis, Missouri
| | - Yuan James Rao
- Department of Radiation Oncology, George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Jian Campian
- Division of Hematology and Oncology, Department of Internal Medicine, Washington University School of Medicine in Saint Louis, St Louis, Missouri
| | - Mackenzie Daly
- Department of Radiation Oncology, Washington University School of Medicine in Saint Louis, St Louis, Missouri
| | - Hiram Gay
- Department of Radiation Oncology, Washington University School of Medicine in Saint Louis, St Louis, Missouri
| | - Peter Oppelt
- Division of Hematology and Oncology, Department of Internal Medicine, Washington University School of Medicine in Saint Louis, St Louis, Missouri
| | - Ryan S. Jackson
- Department of Otolaryngology–Head and Neck Surgery, Washington University School of Medicine in Saint Louis, St Louis, Missouri
| | - Jason Rich
- Department of Otolaryngology–Head and Neck Surgery, Washington University School of Medicine in Saint Louis, St Louis, Missouri
| | - Randal Paniello
- Department of Otolaryngology–Head and Neck Surgery, Washington University School of Medicine in Saint Louis, St Louis, Missouri
| | - Jose Zevallos
- Department of Otolaryngology–Head and Neck Surgery, Washington University School of Medicine in Saint Louis, St Louis, Missouri
| | - Dennis Hallahan
- Department of Radiation Oncology, Washington University School of Medicine in Saint Louis, St Louis, Missouri
| | - Douglas Adkins
- Division of Hematology and Oncology, Department of Internal Medicine, Washington University School of Medicine in Saint Louis, St Louis, Missouri
| | - Wade Thorstad
- Department of Radiation Oncology, Washington University School of Medicine in Saint Louis, St Louis, Missouri
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15
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The Role of Pretreatment Serum Neutrophil-to-Lymphocyte Ratio in Hypopharyngeal Cancer Treated with Definitive Chemoradiotherapy: A Pilot Study. Sci Rep 2019; 9:1618. [PMID: 30733592 PMCID: PMC6367463 DOI: 10.1038/s41598-018-38282-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Accepted: 12/19/2018] [Indexed: 12/15/2022] Open
Abstract
Serum neutrophil-to-lymphocytes ratio (NLR) is a potential predictive and prognostic marker in head and neck cancers. This study aimed to determine the role of pretreatment serum NLR in patients with hypopharyngeal cancer (HPC) treated with definitive chemoradiotherapy. We retrospectively investigated the correlation between clinicopathological parameters and NLR status and analysed its impact on therapeutic response and survival. A total of 120 patients treated at a single institution between 2009 and 2015 were included. The median follow-up time was 24.1 months. High NLR (NLR ≥ 4) was associated with advanced T classification (p = 0.01*) and advanced stage (p = 0.02*) based on chi-square test. We also found that high pretreatment NLR was correlated with poor treatment response (HR = 2.42, 95% CI: 1.08–5.44, p = 0.03*). Pretreatment NLR was also an independent prognostic factor for progression-free survival (HR = 1.71, 95% CI: 1.01–2.90, p = 0.046*) and overall survival (HR = 1.99, 95% CI: 1.21–3.28, p = 0.01*) while correcting for known prognostic factors. Overall, these findings support that NLR is a potential biomarker for host response to tumour aggressiveness, therapeutic response to chemoradiotherapy and survival in HPC patients. This study is limited by its retrospective nature and further validation is warranted.
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16
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Chowdhary M, Switchenko JM, Press RH, Jhaveri J, Buchwald ZS, Blumenfeld PA, Marwaha G, Diaz A, Wang D, Abrams RA, Olson JJ, Shu HKG, Curran WJ, Patel KR. Post-treatment neutrophil-to-lymphocyte ratio predicts for overall survival in brain metastases treated with stereotactic radiosurgery. J Neurooncol 2018; 139:689-697. [PMID: 29846893 DOI: 10.1007/s11060-018-2914-5] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2018] [Accepted: 05/25/2018] [Indexed: 10/16/2022]
Abstract
INTRODUCTION Neutrophil-to-lymphocyte ratio (NLR) is a surrogate for systemic inflammatory response and its elevation has been shown to be a poor prognostic factor in various malignancies. Stereotactic radiosurgery (SRS) can induce a leukocyte-predominant inflammatory response. This study investigates the prognostic impact of post-SRS NLR in patients with brain metastases (BM). METHODS BM patients treated with SRS from 2003 to 2015 were retrospectively identified. NLR was calculated from the most recent full blood counts post-SRS. Overall survival (OS) and intracranial outcomes were calculated using the Kaplan-Meier method and cumulative incidence with competing risk for death, respectively. RESULTS 188 patients with 328 BM treated with SRS had calculable post-treatment NLR values. Of these, 51 (27.1%) had a NLR > 6. The overall median imaging follow-up was 13.2 (14.0 vs. 8.7 for NLR ≤ 6.0 vs. > 6.0) months. Baseline patient and treatment characteristics were well balanced, except for lower rate of ECOG performance status 0 in the NLR > 6 cohort (33.3 vs. 44.2%, p = 0.026). NLR > 6 was associated with worse 1- and 2-year OS: 59.9 vs. 72.9% and 24.6 vs. 43.8%, (p = 0.028). On multivariable analysis, NLR > 6 (HR: 1.53; 95% CI 1.03-2.26, p = 0.036) and presence of extracranial metastases (HR: 1.90; 95% CI 1.30-2.78; p < 0.001) were significant predictors for worse OS. No association was seen with NLR and intracranial outcomes. CONCLUSION Post-treatment NLR, a potential marker for post-SRS inflammatory response, is inversely associated with OS in patients with BM. If prospectively validated, NLR is a simple, systemic marker that can be easily used to guide subsequent management.
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Affiliation(s)
- Mudit Chowdhary
- Department of Radiation Oncology, Rush University Medical Center, 500 South Paulina, Chicago, IL, 60612, USA.
| | - Jeffrey M Switchenko
- Biostatistics and Bioinformatics Shared Resource, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Robert H Press
- Department of Radiation Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Jaymin Jhaveri
- Department of Radiation Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Zachary S Buchwald
- Department of Radiation Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Philip A Blumenfeld
- Department of Radiation Oncology, Rush University Medical Center, 500 South Paulina, Chicago, IL, 60612, USA
| | - Gaurav Marwaha
- Department of Radiation Oncology, Rush University Medical Center, 500 South Paulina, Chicago, IL, 60612, USA
| | - Aidnag Diaz
- Department of Radiation Oncology, Rush University Medical Center, 500 South Paulina, Chicago, IL, 60612, USA
| | - Dian Wang
- Department of Radiation Oncology, Rush University Medical Center, 500 South Paulina, Chicago, IL, 60612, USA
| | - Ross A Abrams
- Department of Radiation Oncology, Rush University Medical Center, 500 South Paulina, Chicago, IL, 60612, USA
| | - Jeffrey J Olson
- Department of Neurosurgery, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Hui-Kuo G Shu
- Department of Radiation Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Walter J Curran
- Department of Radiation Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Kirtesh R Patel
- Department of Therapeutic Radiology and Smilow Cancer Center, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA.
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17
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Zhao QT, Zhang XP, Zhang H, Duan GC. Prognostic role of platelet to lymphocyte ratio in esophageal cancer: A meta-analysis. Oncotarget 2017; 8:112085-112093. [PMID: 29340113 PMCID: PMC5762381 DOI: 10.18632/oncotarget.22557] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Accepted: 10/28/2017] [Indexed: 12/13/2022] Open
Abstract
Purpose The prognostic role of inflammation index like platelet to lymphocyte ratio (PLR) in esophageal cancer remains controversial. We evaluated the prognostic significance of PLR in esophageal cancer patients. Methods We searched databases to identify relevant literatures. Pooled hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated. A meta-analysis was performed to evaluate the prognostic value of PLR in patients with esophageal cancer. Results A total of 6,699 patients from 16 studies (17 cohorts) were finally enrolled in the meta-analysis. The results demonstrate that the elevated PLR predicted poorer overall survival (OS) (HR: 1.389, 95% CI: 1.161-1.663) and disease-free survival (DFS) (HR: 1.404, 95% CI: 1.169-1.687) and cancer-specific survival (CSS) (HR: 1.686, 95% CI: 1.146-2.480) in patients with esophageal cancer. Subgroup analysis revealed that the elevated PLR was also associated with poor OS in esophageal cancer treated by surgery (HR: 1.492, 95%CI: 1.149-1.938, P<0.05) and mixed treatment (HR: 1.222, 95%CI: 1.009-1.479, P<0.05). In addition, PLR Cut-off value≤160 (HR: 1.484, 95%CI: 1.088-2.024, P<0.05) and PLR Cut-off value>160 (HR: 1.391, 95%CI: 1.161-1.666, P<0.05). Conclusion This meta-analysis result suggested that PLR might be a significant predicative biomarker of poor prognosis for esophageal cancer patients.
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Affiliation(s)
- Qing-Tao Zhao
- Department of Thoracic Surgery, Hebei General Hospital, Shijiazhuang 050051, Hebei, PR China
| | - Xiao-Peng Zhang
- Department of Thoracic Surgery, Hebei General Hospital, Shijiazhuang 050051, Hebei, PR China
| | - Hua Zhang
- Department of Thoracic Surgery, Hebei General Hospital, Shijiazhuang 050051, Hebei, PR China
| | - Guo-Chen Duan
- Department of Thoracic Surgery, Hebei General Hospital, Shijiazhuang 050051, Hebei, PR China
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Miao C, Zhu S, Pan H, Cao X, Yuan S, Hu X. Combined neutrophil-platelet score and hemoglobin level predict survival in esophageal squamous cell carcinoma patients treated with chemoradiotherapy. Oncotarget 2017; 8:87971-87979. [PMID: 29152134 PMCID: PMC5675686 DOI: 10.18632/oncotarget.21313] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Accepted: 08/17/2017] [Indexed: 01/30/2023] Open
Abstract
Systemic inflammation and hematological markers have prognostic value in patients with esophageal squamous cell carcinoma (ESCC). The objective of this study was to evaluate the neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), combined neutrophil-platelet (CNP) score, and hemoglobin (Hb) to inform treatment decisions and predict outcomes in patients with locally advanced ESCC treated with chemoradiotherapy (CRT). A total of 168 patients with locally advanced ESCC were retrospectively evaluated. Patients were stratified by marker value using a receiver operating characteristic curve analysis to determine the cutoff point. Logistic regression was used to identify markers associated with sensitivity to treatment. Overall survival (OS) was calculated by the Kaplan-Meier method. Multivariate Cox logistic regression modeling was used to assess the influences of OS. Smoking history, tumour site, clinical stage, NLR, PLR, CNP, and Hb (p ≤ 0.05) were associated with the sensitivity to therapy. In multivariate analysis, a high CNP score was independently associated with poor treatment sensitivity (OR = 2.066, p = 0.021). Univariate analysis revealed that PLR, CNP, and Hb levels were associated with OS, and Cox multivariate analysis found that CNP (HR = 1.47, p = 0.027) and Hb level (HR = 0.44, p = 0.007) were independent predictors of OS. In conclusion, CNP and Hb are inexpensive and universally available prognostic markers in patients with locally advanced ESCC patients. CNP score is a systemic inflammatory marker that predicted sensitivity to CRT.
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Affiliation(s)
- Chuanwang Miao
- School of Medicine and Life Sciences, University of Jinan-Shandong Academy of Medical Sciences, Jinan, Shandong Province, P.R. China.,Department of Radiotherapy, Shandong Cancer Hospital Affiliated to Shandong University, Jinan, Shandong Province, P.R. China
| | - Shan Zhu
- Department of Head and Neck Radiotherapy, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, Shandong Province, P.R. China.,Department of Head and Neck Radiotherapy, Shandong Provincial Western Hospital, Jinan, Shandong Province, P.R. China
| | - Hong Pan
- Central Sterile Supply Department, Shandong Cancer Hospital Affiliated to Shandong University, Jinan, Shandong Province, P.R. China
| | - Xiaolan Cao
- School of Medicine and Life Sciences, University of Jinan-Shandong Academy of Medical Sciences, Jinan, Shandong Province, P.R. China.,Department of Radiotherapy, Shandong Cancer Hospital Affiliated to Shandong University, Jinan, Shandong Province, P.R. China
| | - Shuanghu Yuan
- Department of Radiotherapy, Shandong Cancer Hospital Affiliated to Shandong University, Jinan, Shandong Province, P.R. China
| | - Xudong Hu
- Department of Radiotherapy, Shandong Cancer Hospital Affiliated to Shandong University, Jinan, Shandong Province, P.R. China
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Schernberg A, Moureau-Zabotto L, Rivin Del Campo E, Escande A, Ducreux M, Nguyen F, Goere D, Chargari C, Deutsch E. Leukocytosis and neutrophilia predict outcome in locally advanced esophageal cancer treated with definitive chemoradiation. Oncotarget 2017; 8:11579-11588. [PMID: 28086222 PMCID: PMC5355287 DOI: 10.18632/oncotarget.14584] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2016] [Accepted: 12/26/2016] [Indexed: 12/20/2022] Open
Abstract
Purpose To investigate the prognostic value of leukocyte and neutrophil count as biomarkers in patients with locally advanced esophageal squamous cell carcinoma (SCC) undergoing exclusive chemoradiation. Results A total of 126 patients were identified. Respectively, 33% and 35% displayed baseline leukocytosis and neutrophilia. Estimated 3-year OS and PFS from chemoradiation completion were 31% and 25%, respectively. In univariate analysis, both leukocytosis and neutrophilia were associated with worse OS, PFS, and LRC (p < 0.01). In multivariate analysis, leukocytosis remained an independent risk factor associated with poorer OS, PFS and LRC (p < 0.05), independently from tumor stage and length, with higher prognostic value for OS compared with patients’ performance status (PS). Materials and Methods Bi-institutional clinical records from consecutive non-operable patients treated between 2003 and 2015 with definitive chemoradiation for locally advanced esophageal carcinoma were reviewed. Leukocytosis and neutrophilia were defined as a leukocyte or neutrophil count over 10 G/L and 7 G/L, respectively. These parameters were studied for their potential correlation with overall survival (OS), progression free survival (PFS), locoregional control (LRC) and distant metastases control (DMC). Conclusions Leukocytosis and neutrophilia were independent prognostic factors of poor OS, PFS, and LRC in this bi-institutional series of locally advanced esophageal SCC treated with definitive chemoradiation. Although prospective confirmation is warranted, it is suggested that the leukocyte and neutrophil count parameters might be clinically relevant biomarkers to be considered for further clinical investigations.
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Affiliation(s)
- Antoine Schernberg
- Radiotherapy Department, Gustave Roussy Cancer Campus, Villejuif, France
| | | | | | - Alexandre Escande
- Radiotherapy Department, Gustave Roussy Cancer Campus, Villejuif, France
| | - Michel Ducreux
- Université Paris Sud, Université Paris Saclay, Faculté de médecine du Kremlin-Bicetre, Le Kremlin-Bicetre, France.,Department of Medical Oncology, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - France Nguyen
- Radiotherapy Department, Gustave Roussy Cancer Campus, Villejuif, France
| | - Diane Goere
- Department of Surgery, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Cyrus Chargari
- Radiotherapy Department, Gustave Roussy Cancer Campus, Villejuif, France.,INSERM1030, Gustave Roussy Cancer Campus, Villejuif France.,French Military Health Services Academy, Ecole du Val-de-Grâce, Paris, France.,Institut de Recherche Biomédicale des Armées, Bretigny-sur-Orge, France
| | - Eric Deutsch
- Radiotherapy Department, Gustave Roussy Cancer Campus, Villejuif, France.,Université Paris Sud, Université Paris Saclay, Faculté de médecine du Kremlin-Bicetre, Le Kremlin-Bicetre, France.,INSERM1030, Gustave Roussy Cancer Campus, Villejuif France
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