Prominent immune signatures of T cells are specifically associated with indolent B‐cell lymphoproliferative disorders and predict prognosis

Abstract Objectives T cells play an essential role in controlling the development of B‐cell lymphoproliferative disorders (BLPDs), but the dysfunction of T cells in BLPDs largely remains elusive. Methods Using multiplexed flow cytometry, we quantified all major subsets of CD4+ helper T cells (Th) an...

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Main Authors: Shuhua Yi, Yu Zhang, Wenjie Xiong, Weiwei Chen, Zhaohua Hou, Yang Yang, Yuting Yan, Yunbo Wei, Rui Cui, Huijun Wang, Zhen Yu, Heng Li, Zengjun Li, Wei Liu, Rui Lv, Tingyu Wang, Kun Ru, Dehui Zou, Minglei Shu, Lugui Qiu, Di Yu
Format: Article
Language:English
Published: Wiley 2020-01-01
Series:Clinical & Translational Immunology
Subjects:
Online Access:https://doi.org/10.1002/cti2.1105
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author Shuhua Yi
Yu Zhang
Wenjie Xiong
Weiwei Chen
Zhaohua Hou
Yang Yang
Yuting Yan
Yunbo Wei
Rui Cui
Huijun Wang
Zhen Yu
Heng Li
Zengjun Li
Wei Liu
Rui Lv
Tingyu Wang
Kun Ru
Dehui Zou
Minglei Shu
Lugui Qiu
Di Yu
spellingShingle Shuhua Yi
Yu Zhang
Wenjie Xiong
Weiwei Chen
Zhaohua Hou
Yang Yang
Yuting Yan
Yunbo Wei
Rui Cui
Huijun Wang
Zhen Yu
Heng Li
Zengjun Li
Wei Liu
Rui Lv
Tingyu Wang
Kun Ru
Dehui Zou
Minglei Shu
Lugui Qiu
Di Yu
Prominent immune signatures of T cells are specifically associated with indolent B‐cell lymphoproliferative disorders and predict prognosis
Clinical & Translational Immunology
B‐cell lymphoproliferative disorders
indolent
prognosis
T‐cell immunological signature
author_facet Shuhua Yi
Yu Zhang
Wenjie Xiong
Weiwei Chen
Zhaohua Hou
Yang Yang
Yuting Yan
Yunbo Wei
Rui Cui
Huijun Wang
Zhen Yu
Heng Li
Zengjun Li
Wei Liu
Rui Lv
Tingyu Wang
Kun Ru
Dehui Zou
Minglei Shu
Lugui Qiu
Di Yu
author_sort Shuhua Yi
title Prominent immune signatures of T cells are specifically associated with indolent B‐cell lymphoproliferative disorders and predict prognosis
title_short Prominent immune signatures of T cells are specifically associated with indolent B‐cell lymphoproliferative disorders and predict prognosis
title_full Prominent immune signatures of T cells are specifically associated with indolent B‐cell lymphoproliferative disorders and predict prognosis
title_fullStr Prominent immune signatures of T cells are specifically associated with indolent B‐cell lymphoproliferative disorders and predict prognosis
title_full_unstemmed Prominent immune signatures of T cells are specifically associated with indolent B‐cell lymphoproliferative disorders and predict prognosis
title_sort prominent immune signatures of t cells are specifically associated with indolent b‐cell lymphoproliferative disorders and predict prognosis
publisher Wiley
series Clinical & Translational Immunology
issn 2050-0068
publishDate 2020-01-01
description Abstract Objectives T cells play an essential role in controlling the development of B‐cell lymphoproliferative disorders (BLPDs), but the dysfunction of T cells in BLPDs largely remains elusive. Methods Using multiplexed flow cytometry, we quantified all major subsets of CD4+ helper T cells (Th) and CD8+ cytotoxic T cells (Tc) in 94 BLPD patients and 66 healthy controls. Statistics was utilised to rank T‐cell signatures that distinguished BLPDs from healthy controls and differentially presented between indolent and aggressive categories. Results By comparing with healthy controls, we found that the indolent but not aggressive type of BLPDs demonstrated a high degree of T‐cell activation, showing the increase in type I helper T (Th1) cells and follicular B‐helper T (Tfh) cells, both of which strongly associated with the enhanced differentiation of exhaustion‐like effector cytotoxic CD8+ T cells expressing PD‐1 (Tc exhaustion‐like) in indolent BLPDs. Random forest modelling selected a module of T‐cell immune signatures best performing binary classification of all BLPD patients. This signature module was composed of low naïve Th cells and high Th1, Tfh and Tc exhaustion‐like cells which efficiently identified > 85% indolent cases and was, therefore, assigned as the Indolent Dominant Module of T‐cell immune signature. In indolent BLPD patients, a strong bias towards such signatures was found to associate with clinical characteristics of worse prognosis. Conclusion Our study identified a prominent signature of T‐cell dysregulation specifically for indolent BLPDs, suggesting Th1, Tfh and Tc exhaustion‐like cells represent potential prognostic biomarkers and targets for immunotherapies.
topic B‐cell lymphoproliferative disorders
indolent
prognosis
T‐cell immunological signature
url https://doi.org/10.1002/cti2.1105
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spelling doaj-45715107bf8143e3891426e8a28a49752020-11-25T01:15:33ZengWileyClinical & Translational Immunology2050-00682020-01-0191n/an/a10.1002/cti2.1105Prominent immune signatures of T cells are specifically associated with indolent B‐cell lymphoproliferative disorders and predict prognosisShuhua Yi0Yu Zhang1Wenjie Xiong2Weiwei Chen3Zhaohua Hou4Yang Yang5Yuting Yan6Yunbo Wei7Rui Cui8Huijun Wang9Zhen Yu10Heng Li11Zengjun Li12Wei Liu13Rui Lv14Tingyu Wang15Kun Ru16Dehui Zou17Minglei Shu18Lugui Qiu19Di Yu20State Key Laboratory of Experimental Hematology National Clinical Research Center for Blood Diseases Institute of Hematology and Blood Disease Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Tianjin ChinaQilu University of Technology (Shandong Academy of Sciences) Shandong Analysis and Test Center Laboratory of Immunology for Environment and HealthJinan ChinaState Key Laboratory of Experimental Hematology National Clinical Research Center for Blood Diseases Institute of Hematology and Blood Disease Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Tianjin ChinaState Key Laboratory of Experimental Hematology National Clinical Research Center for Blood Diseases Institute of Hematology and Blood Disease Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Tianjin ChinaQilu University of Technology (Shandong Academy of Sciences) Shandong Analysis and Test Center Laboratory of Immunology for Environment and HealthJinan ChinaThe University of Queensland Diamantina Institute Translational Research Institute Brisbane QLD AustraliaState Key Laboratory of Experimental Hematology National Clinical Research Center for Blood Diseases Institute of Hematology and Blood Disease Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Tianjin ChinaQilu University of Technology (Shandong Academy of Sciences) Shandong Analysis and Test Center Laboratory of Immunology for Environment and HealthJinan ChinaState Key Laboratory of Experimental Hematology National Clinical Research Center for Blood Diseases Institute of Hematology and Blood Disease Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Tianjin ChinaState Key Laboratory of Experimental Hematology National Clinical Research Center for Blood Diseases Institute of Hematology and Blood Disease Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Tianjin ChinaState Key Laboratory of Experimental Hematology National Clinical Research Center for Blood Diseases Institute of Hematology and Blood Disease Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Tianjin ChinaState Key Laboratory of Experimental Hematology National Clinical Research Center for Blood Diseases Institute of Hematology and Blood Disease Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Tianjin ChinaState Key Laboratory of Experimental Hematology National Clinical Research Center for Blood Diseases Institute of Hematology and Blood Disease Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Tianjin ChinaState Key Laboratory of Experimental Hematology National Clinical Research Center for Blood Diseases Institute of Hematology and Blood Disease Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Tianjin ChinaState Key Laboratory of Experimental Hematology National Clinical Research Center for Blood Diseases Institute of Hematology and Blood Disease Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Tianjin ChinaState Key Laboratory of Experimental Hematology National Clinical Research Center for Blood Diseases Institute of Hematology and Blood Disease Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Tianjin ChinaState Key Laboratory of Experimental Hematology National Clinical Research Center for Blood Diseases Institute of Hematology and Blood Disease Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Tianjin ChinaState Key Laboratory of Experimental Hematology National Clinical Research Center for Blood Diseases Institute of Hematology and Blood Disease Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Tianjin ChinaQilu University of Technology (Shandong Academy of Sciences) Shandong Artificial Intelligence Institute Jinan ChinaState Key Laboratory of Experimental Hematology National Clinical Research Center for Blood Diseases Institute of Hematology and Blood Disease Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Tianjin ChinaQilu University of Technology (Shandong Academy of Sciences) Shandong Analysis and Test Center Laboratory of Immunology for Environment and HealthJinan ChinaAbstract Objectives T cells play an essential role in controlling the development of B‐cell lymphoproliferative disorders (BLPDs), but the dysfunction of T cells in BLPDs largely remains elusive. Methods Using multiplexed flow cytometry, we quantified all major subsets of CD4+ helper T cells (Th) and CD8+ cytotoxic T cells (Tc) in 94 BLPD patients and 66 healthy controls. Statistics was utilised to rank T‐cell signatures that distinguished BLPDs from healthy controls and differentially presented between indolent and aggressive categories. Results By comparing with healthy controls, we found that the indolent but not aggressive type of BLPDs demonstrated a high degree of T‐cell activation, showing the increase in type I helper T (Th1) cells and follicular B‐helper T (Tfh) cells, both of which strongly associated with the enhanced differentiation of exhaustion‐like effector cytotoxic CD8+ T cells expressing PD‐1 (Tc exhaustion‐like) in indolent BLPDs. Random forest modelling selected a module of T‐cell immune signatures best performing binary classification of all BLPD patients. This signature module was composed of low naïve Th cells and high Th1, Tfh and Tc exhaustion‐like cells which efficiently identified > 85% indolent cases and was, therefore, assigned as the Indolent Dominant Module of T‐cell immune signature. In indolent BLPD patients, a strong bias towards such signatures was found to associate with clinical characteristics of worse prognosis. Conclusion Our study identified a prominent signature of T‐cell dysregulation specifically for indolent BLPDs, suggesting Th1, Tfh and Tc exhaustion‐like cells represent potential prognostic biomarkers and targets for immunotherapies.https://doi.org/10.1002/cti2.1105B‐cell lymphoproliferative disordersindolentprognosisT‐cell immunological signature