Development and validation of the immune signature to predict distant metastasis in patients with nasopharyngeal carcinoma

BackgroundThe tumor immune microenvironment has clinicopathological significance in predicting prognosis and therapeutic efficacy. We aimed to develop an immune signature to predict distant metastasis in patients with nasopharyngeal carcinoma (NPC).MethodsUsing multiplexed quantitative fluorescence,...

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Main Authors: Sai-Lan Liu, Li-Juan Bian, Qiu-Yan Chen, Xue-Song Sun, Dong-Hua Luo, Xiao-Yun Li, Bei-Bei Xiao, Jin-Jie Yan, Zi-Jian Lu, Lin-Quan Tang, Hai-Qiang Mai
Format: Article
Language:English
Published: BMJ Publishing Group 2020-06-01
Series:Journal for ImmunoTherapy of Cancer
Online Access:https://jitc.bmj.com/content/8/1/e000205.full
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author Sai-Lan Liu
Li-Juan Bian
Qiu-Yan Chen
Xue-Song Sun
Dong-Hua Luo
Xiao-Yun Li
Bei-Bei Xiao
Jin-Jie Yan
Zi-Jian Lu
Lin-Quan Tang
Hai-Qiang Mai
spellingShingle Sai-Lan Liu
Li-Juan Bian
Qiu-Yan Chen
Xue-Song Sun
Dong-Hua Luo
Xiao-Yun Li
Bei-Bei Xiao
Jin-Jie Yan
Zi-Jian Lu
Lin-Quan Tang
Hai-Qiang Mai
Development and validation of the immune signature to predict distant metastasis in patients with nasopharyngeal carcinoma
Journal for ImmunoTherapy of Cancer
author_facet Sai-Lan Liu
Li-Juan Bian
Qiu-Yan Chen
Xue-Song Sun
Dong-Hua Luo
Xiao-Yun Li
Bei-Bei Xiao
Jin-Jie Yan
Zi-Jian Lu
Lin-Quan Tang
Hai-Qiang Mai
author_sort Sai-Lan Liu
title Development and validation of the immune signature to predict distant metastasis in patients with nasopharyngeal carcinoma
title_short Development and validation of the immune signature to predict distant metastasis in patients with nasopharyngeal carcinoma
title_full Development and validation of the immune signature to predict distant metastasis in patients with nasopharyngeal carcinoma
title_fullStr Development and validation of the immune signature to predict distant metastasis in patients with nasopharyngeal carcinoma
title_full_unstemmed Development and validation of the immune signature to predict distant metastasis in patients with nasopharyngeal carcinoma
title_sort development and validation of the immune signature to predict distant metastasis in patients with nasopharyngeal carcinoma
publisher BMJ Publishing Group
series Journal for ImmunoTherapy of Cancer
issn 2051-1426
publishDate 2020-06-01
description BackgroundThe tumor immune microenvironment has clinicopathological significance in predicting prognosis and therapeutic efficacy. We aimed to develop an immune signature to predict distant metastasis in patients with nasopharyngeal carcinoma (NPC).MethodsUsing multiplexed quantitative fluorescence, we detected 17 immune biomarkers in a primary screening cohort of 54 NPC tissues presenting with/without distant metastasis following radical therapy. The LASSO (least absolute shrinkage and selection operator) logistic regression model used statistically significant survival markers in the training cohort (n=194) to build an immune signature. The prognostic and predictive accuracy of it was validated in an external independent group of 304 patients.ResultsEight statistically significant markers were identified in the screening cohort. The immune signature consisting of four immune markers (PD-L1+ CD163+, CXCR5, CD117) in intratumor was adopted to classify patients into high and low risk in the training cohort and it showed a high level of reproducibility between different batches of samples (r=0.988 for intratumor; p<0.0001). High-risk patients had shorter distant metastasis-free survival (HR 5.608, 95% CI 2.619 to 12.006; p<0.0001) and progression-free survival (HR 2.798, 95% CI 1.498 to 5.266; p=0·001). The C-indexes which reflected the predictive capacity in training and validation cohort were 0.703 and 0.636, respectively. Low-risk patients benefited from induction chemotherapy plus concurrent chemoradiotherapy (IC+CCRT) (HR 0.355, 95% CI 0.147 to 0.857; p=0·021), while high-risk patients did not (HR 1.329, 95% CI 0.543 to 3.253; p=0·533). To predict the individual risk of distant metastasis, nomograms with the integration of both immune signature and clinicopathological risk factors were developed.ConclusionsThe immune signature provided a reliable estimate of distant metastasis risk in patients with NPC and might be applied to identify the cohort which benefit from IC+CCRT.
url https://jitc.bmj.com/content/8/1/e000205.full
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spelling doaj-bf466c08ee5e46bd8df4c835594488832021-07-19T12:01:21ZengBMJ Publishing GroupJournal for ImmunoTherapy of Cancer2051-14262020-06-018110.1136/jitc-2019-000205Development and validation of the immune signature to predict distant metastasis in patients with nasopharyngeal carcinomaSai-Lan Liu0Li-Juan Bian1Qiu-Yan Chen2Xue-Song Sun3Dong-Hua Luo4Xiao-Yun Li5Bei-Bei Xiao6Jin-Jie Yan7Zi-Jian Lu8Lin-Quan Tang9Hai-Qiang Mai10Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of ChinaDepartment of Pathology, Sun Yat-Sen Memorial Hospital, Guangzhou, Guangdong Province, People's Republic of ChinaSun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of ChinaSun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of ChinaSun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of ChinaSun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of ChinaSun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of ChinaSun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of ChinaSun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of ChinaSun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of ChinaSun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, Guangdong Province, People's Republic of ChinaBackgroundThe tumor immune microenvironment has clinicopathological significance in predicting prognosis and therapeutic efficacy. We aimed to develop an immune signature to predict distant metastasis in patients with nasopharyngeal carcinoma (NPC).MethodsUsing multiplexed quantitative fluorescence, we detected 17 immune biomarkers in a primary screening cohort of 54 NPC tissues presenting with/without distant metastasis following radical therapy. The LASSO (least absolute shrinkage and selection operator) logistic regression model used statistically significant survival markers in the training cohort (n=194) to build an immune signature. The prognostic and predictive accuracy of it was validated in an external independent group of 304 patients.ResultsEight statistically significant markers were identified in the screening cohort. The immune signature consisting of four immune markers (PD-L1+ CD163+, CXCR5, CD117) in intratumor was adopted to classify patients into high and low risk in the training cohort and it showed a high level of reproducibility between different batches of samples (r=0.988 for intratumor; p<0.0001). High-risk patients had shorter distant metastasis-free survival (HR 5.608, 95% CI 2.619 to 12.006; p<0.0001) and progression-free survival (HR 2.798, 95% CI 1.498 to 5.266; p=0·001). The C-indexes which reflected the predictive capacity in training and validation cohort were 0.703 and 0.636, respectively. Low-risk patients benefited from induction chemotherapy plus concurrent chemoradiotherapy (IC+CCRT) (HR 0.355, 95% CI 0.147 to 0.857; p=0·021), while high-risk patients did not (HR 1.329, 95% CI 0.543 to 3.253; p=0·533). To predict the individual risk of distant metastasis, nomograms with the integration of both immune signature and clinicopathological risk factors were developed.ConclusionsThe immune signature provided a reliable estimate of distant metastasis risk in patients with NPC and might be applied to identify the cohort which benefit from IC+CCRT.https://jitc.bmj.com/content/8/1/e000205.full