Immune Profiling and Quantitative Analysis Decipher the Clinical Role of Immune-Checkpoint Expression in the Tumor Immune Microenvironment of DLBCL
PD-1/L1 and CTLA-4 blockade immunotherapies have been approved for 13 types of cancers and are being studied in diffuse large B-cell lymphoma (DLBCL), the most common aggressive B-cell lymphoma. However, whether both PD-1 and CTLA-4 checkpoints are active and clinically significant in DLBCL is unkno...
Saved in:
Published in | Cancer immunology research Vol. 7; no. 4; p. 644 |
---|---|
Main Authors | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
01.04.2019
|
Online Access | Get more information |
Cover
Loading…
Abstract | PD-1/L1 and CTLA-4 blockade immunotherapies have been approved for 13 types of cancers and are being studied in diffuse large B-cell lymphoma (DLBCL), the most common aggressive B-cell lymphoma. However, whether both PD-1 and CTLA-4 checkpoints are active and clinically significant in DLBCL is unknown. Whether PD-1 ligands expressed by tumor cells or by the microenvironment of DLBCL are critical for the PD-1 immune checkpoint is unclear. We performed immunophenotypic profiling for 405 patients with
DLBCL using a MultiOmyx immunofluorescence platform and simultaneously quantitated expression/coexpression of 13 immune markers to identify prognostic determinants. In both training and validation cohorts, results demonstrated a central role of the tumor immune microenvironment, and when its functionality was impaired by deficiency in tumor-infiltrating T cells and/or natural killer cells, high PD-1 expression (but not CTLA-4) on CD8
T cells, or PD-L1 expression on T cells and macrophages, patients had significantly poorer survival after rituximab-CHOP (cyclophosphamide, doxorubicin, vincristine, and prednisone) immunochemotherapy. In contrast, tumor-cell PD-L2 expression was associated with superior survival, as well as PD-L1
CD20
cells proximal (indicates interaction) to PD-1
CD8
T cells in patients with low PD-1
percentage of CD8
T cells. Gene-expression profiling results suggested the reversibility of T-cell exhaustion in PD-1
/PD-L1
patients with unfavorable prognosis and implication of
/
, and
upregulation in the microenvironment dysfunction with PD-L1 expression. This study comprehensively characterized the DLBCL immune landscape, deciphered the differential roles of various checkpoint components in rituximab-CHOP resistance in DLBCL patients, and suggests targets for PD-1/PD-L1 blockade and combination immunotherapies. |
---|---|
AbstractList | PD-1/L1 and CTLA-4 blockade immunotherapies have been approved for 13 types of cancers and are being studied in diffuse large B-cell lymphoma (DLBCL), the most common aggressive B-cell lymphoma. However, whether both PD-1 and CTLA-4 checkpoints are active and clinically significant in DLBCL is unknown. Whether PD-1 ligands expressed by tumor cells or by the microenvironment of DLBCL are critical for the PD-1 immune checkpoint is unclear. We performed immunophenotypic profiling for 405 patients with
DLBCL using a MultiOmyx immunofluorescence platform and simultaneously quantitated expression/coexpression of 13 immune markers to identify prognostic determinants. In both training and validation cohorts, results demonstrated a central role of the tumor immune microenvironment, and when its functionality was impaired by deficiency in tumor-infiltrating T cells and/or natural killer cells, high PD-1 expression (but not CTLA-4) on CD8
T cells, or PD-L1 expression on T cells and macrophages, patients had significantly poorer survival after rituximab-CHOP (cyclophosphamide, doxorubicin, vincristine, and prednisone) immunochemotherapy. In contrast, tumor-cell PD-L2 expression was associated with superior survival, as well as PD-L1
CD20
cells proximal (indicates interaction) to PD-1
CD8
T cells in patients with low PD-1
percentage of CD8
T cells. Gene-expression profiling results suggested the reversibility of T-cell exhaustion in PD-1
/PD-L1
patients with unfavorable prognosis and implication of
/
, and
upregulation in the microenvironment dysfunction with PD-L1 expression. This study comprehensively characterized the DLBCL immune landscape, deciphered the differential roles of various checkpoint components in rituximab-CHOP resistance in DLBCL patients, and suggests targets for PD-1/PD-L1 blockade and combination immunotherapies. |
Author | Au, Qingyan Winter, Jane N Rassidakis, George Z Li, Yong Xu-Monette, Ziju Y Visco, Carlo Young, Ken H Freeman, Gordon J Hoe, Nicholas Hsi, Eric D Miao, Yi Tzankov, Alexandar Pham, Lan V Ferreri, Andrés J M Xiao, Min Tan, Xiaohong Zhang, Hongwei Tam, Wayne Padmanabhan, Raghav Dybkær, Karen Medeiros, L Jeffrey Xu, Bing Westin, Jason R Bhagat, Govind Wang, Jing Manyam, Ganiraju C Ponzoni, Maurilio Rodríguez-Perales, Sandra Torres-Ruiz, Raul van Krieken, J Han Møller, Michael B Piris, Miguel A You, Hua |
Author_xml | – sequence: 1 givenname: Ziju Y surname: Xu-Monette fullname: Xu-Monette, Ziju Y organization: Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas – sequence: 2 givenname: Min surname: Xiao fullname: Xiao, Min organization: Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas – sequence: 3 givenname: Qingyan surname: Au fullname: Au, Qingyan email: khyoung@mdanderson.org, xubingzhangjian@126.com, qingyan.au@neogenomics.com organization: NeoGenomics Laboratories, Inc., Aliso Viejo, California. khyoung@mdanderson.org xubingzhangjian@126.com qingyan.au@neogenomics.com – sequence: 4 givenname: Raghav surname: Padmanabhan fullname: Padmanabhan, Raghav organization: NeoGenomics Laboratories, Inc., Aliso Viejo, California – sequence: 5 givenname: Bing surname: Xu fullname: Xu, Bing email: khyoung@mdanderson.org, xubingzhangjian@126.com, qingyan.au@neogenomics.com organization: Department of Hematology, The First Affiliated Hospital of Xiamen University, Fujian, China. khyoung@mdanderson.org xubingzhangjian@126.com qingyan.au@neogenomics.com – sequence: 6 givenname: Nicholas surname: Hoe fullname: Hoe, Nicholas organization: NeoGenomics Laboratories, Inc., Aliso Viejo, California – sequence: 7 givenname: Sandra surname: Rodríguez-Perales fullname: Rodríguez-Perales, Sandra organization: Molecular Cytogenetics Unit, Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain – sequence: 8 givenname: Raul surname: Torres-Ruiz fullname: Torres-Ruiz, Raul organization: Josep Carreras Leukemia Research Institute, Department of Biomedicine, School of Medicine, University of Barcelona, Barcelona, Spain – sequence: 9 givenname: Ganiraju C surname: Manyam fullname: Manyam, Ganiraju C organization: Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas – sequence: 10 givenname: Carlo surname: Visco fullname: Visco, Carlo organization: San Bortolo Hospital, Vicenza, Italy – sequence: 11 givenname: Yi surname: Miao fullname: Miao, Yi organization: Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas – sequence: 12 givenname: Xiaohong surname: Tan fullname: Tan, Xiaohong organization: Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas – sequence: 13 givenname: Hongwei surname: Zhang fullname: Zhang, Hongwei organization: Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas – sequence: 14 givenname: Alexandar orcidid: 0000-0002-1100-3819 surname: Tzankov fullname: Tzankov, Alexandar organization: Institute of Pathology, University Hospital of Basel, Basel, Switzerland – sequence: 15 givenname: Jing surname: Wang fullname: Wang, Jing organization: Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas – sequence: 16 givenname: Karen surname: Dybkær fullname: Dybkær, Karen organization: Aalborg University Hospital, Aalborg, Denmark – sequence: 17 givenname: Wayne surname: Tam fullname: Tam, Wayne organization: Weill Cornell Medicine, Cornell University, New York, New York – sequence: 18 givenname: Hua surname: You fullname: You, Hua organization: Affiliated Cancer Hospital and Institute of Guangzhou Medical University, Guangzhou, China – sequence: 19 givenname: Govind surname: Bhagat fullname: Bhagat, Govind organization: New York Presbyterian Hospital/Columbia University Medical Center, New York, New York – sequence: 20 givenname: Eric D surname: Hsi fullname: Hsi, Eric D organization: Cleveland Clinic, Cleveland, Ohio – sequence: 21 givenname: Maurilio surname: Ponzoni fullname: Ponzoni, Maurilio organization: San Raffaele Hospital, Milan, Italy – sequence: 22 givenname: Andrés J M surname: Ferreri fullname: Ferreri, Andrés J M organization: San Raffaele Hospital, Milan, Italy – sequence: 23 givenname: Michael B orcidid: 0000-0003-2041-3630 surname: Møller fullname: Møller, Michael B organization: Odense University Hospital, Odense, Denmark – sequence: 24 givenname: Miguel A surname: Piris fullname: Piris, Miguel A organization: Hospital Universitario Marqués de Valdecilla, Santander, Spain – sequence: 25 givenname: J Han surname: van Krieken fullname: van Krieken, J Han organization: Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, the Netherlands – sequence: 26 givenname: Jane N surname: Winter fullname: Winter, Jane N organization: Feinberg School of Medicine, Northwestern University, Chicago, Illinois – sequence: 27 givenname: Jason R surname: Westin fullname: Westin, Jason R organization: Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas – sequence: 28 givenname: Lan V surname: Pham fullname: Pham, Lan V organization: Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas – sequence: 29 givenname: L Jeffrey orcidid: 0000-0001-6577-8006 surname: Medeiros fullname: Medeiros, L Jeffrey organization: Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas – sequence: 30 givenname: George Z surname: Rassidakis fullname: Rassidakis, George Z organization: Department of Oncology and Pathology, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden – sequence: 31 givenname: Yong orcidid: 0000-0001-8838-1714 surname: Li fullname: Li, Yong organization: Department of Cancer Biology, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio – sequence: 32 givenname: Gordon J surname: Freeman fullname: Freeman, Gordon J organization: Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts – sequence: 33 givenname: Ken H surname: Young fullname: Young, Ken H email: khyoung@mdanderson.org, xubingzhangjian@126.com, qingyan.au@neogenomics.com organization: Graduate School of Biomedical Sciences, The University of Texas Health Science Center at Houston, Houston, Texas |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/30745366$$D View this record in MEDLINE/PubMed |
BookMark | eNo1kEtOwzAURS0EoqV0CSBvICX-xEmGJS1QKQioyrhynGdqSOzISSq6DjZMRMudPOnqvDO4V-jcOgsI3ZBwRkiU3FFGRSBCIWbZah2QJAg5S8_Q-NTHfISmbfsZDkkSTiJ-iUZsqCMmxBj9rOq6t4BfvdOmMvYDS1vit17aznSyM3vAcyurQ2tavABlmh143O0AZwNslKzw2lWAncZHUZDtQH01ztgOL78bD21rnMXG_j1t-tr5E4mfjfIO7N54Z2sY-EGyyO-z_BpdaFm1MD3dCXp_WG6ypyB_eVxl8zxQnLAu4GEclbpIJKGCClmkpUyLNOallqyglHFIGIs1U7FQoJUUJKZxKQquy0IQLukE3R69TV_UUG4bb2rpD9v_degvEa1rbQ |
CitedBy_id | crossref_primary_10_2478_raon_2024_0010 crossref_primary_10_1186_s12967_023_04532_6 crossref_primary_10_1007_s10014_022_00427_4 crossref_primary_10_1042_BSR20202321 crossref_primary_10_3324_haematol_2019_243626 crossref_primary_10_1002_kjm2_70005 crossref_primary_10_1111_imr_12860 crossref_primary_10_1158_1078_0432_CCR_21_2949 crossref_primary_10_1038_s41467_023_44195_x crossref_primary_10_1016_j_pathol_2023_10_020 crossref_primary_10_3389_fonc_2021_647526 crossref_primary_10_1158_0008_5472_CAN_23_2874 crossref_primary_10_3389_fimmu_2023_1199631 crossref_primary_10_1002_hem3_142 crossref_primary_10_1080_2162402X_2021_1928365 crossref_primary_10_1002_cam4_2316 crossref_primary_10_18632_aging_102025 crossref_primary_10_1182_bloodadvances_2020001949 crossref_primary_10_3389_fonc_2021_664032 crossref_primary_10_1369_00221554221114174 crossref_primary_10_3389_fgene_2022_849422 crossref_primary_10_1159_000502912 crossref_primary_10_1016_j_coisb_2019_10_005 crossref_primary_10_1038_s41392_020_0113_2 crossref_primary_10_1080_10428194_2020_1805113 crossref_primary_10_1080_14737159_2024_2351465 crossref_primary_10_1186_s12885_023_10727_3 crossref_primary_10_1053_j_seminhematol_2023_02_002 crossref_primary_10_1080_10428194_2020_1834099 crossref_primary_10_1155_2021_3766659 crossref_primary_10_1186_s13045_020_00947_6 crossref_primary_10_3390_cancers13164049 crossref_primary_10_1016_j_scitotenv_2022_158372 crossref_primary_10_1002_cti2_1351 crossref_primary_10_1186_s40425_019_0730_x crossref_primary_10_7554_eLife_92841 crossref_primary_10_1016_j_xcrm_2024_101438 crossref_primary_10_1172_JCI152383 crossref_primary_10_1186_s12885_019_6208_x crossref_primary_10_1038_s41408_020_0312_7 crossref_primary_10_1016_j_ccell_2022_08_003 crossref_primary_10_3389_fimmu_2022_950213 crossref_primary_10_3389_fimmu_2024_1377221 crossref_primary_10_1097_MPA_0000000000002236 crossref_primary_10_3390_cancers12071967 crossref_primary_10_1182_bloodadvances_2023011287 crossref_primary_10_1182_bloodadvances_2023011169 crossref_primary_10_3389_fimmu_2022_954804 crossref_primary_10_1182_bloodadvances_2022007493 crossref_primary_10_1111_bjh_19952 crossref_primary_10_3389_fimmu_2024_1335689 crossref_primary_10_1007_s11864_021_00932_2 crossref_primary_10_1186_s12885_021_08086_y crossref_primary_10_2147_PGPM_S301718 crossref_primary_10_1016_j_heliyon_2024_e41007 crossref_primary_10_1053_j_seminhematol_2023_11_006 crossref_primary_10_3389_fphys_2022_1078512 crossref_primary_10_3390_jpm13111595 crossref_primary_10_1182_bloodadvances_2023009813 crossref_primary_10_3389_fonc_2021_626818 crossref_primary_10_1016_j_intimp_2021_107564 crossref_primary_10_2147_CMAR_S400013 crossref_primary_10_1002_hon_2821 crossref_primary_10_1182_blood_2019003277 crossref_primary_10_3390_ijms22083912 crossref_primary_10_1038_s41416_023_02267_1 crossref_primary_10_3389_fonc_2023_1288172 crossref_primary_10_3390_cancers13030398 crossref_primary_10_1136_jitc_2022_006263 crossref_primary_10_1038_s41568_020_0272_z crossref_primary_10_1093_jleuko_qiad140 crossref_primary_10_1158_1078_0432_CCR_23_1554 crossref_primary_10_1158_1078_0432_CCR_21_3140 crossref_primary_10_3324_haematol_2022_282656 crossref_primary_10_3389_fimmu_2021_732006 crossref_primary_10_3389_fonc_2025_1542829 crossref_primary_10_1186_s40164_023_00432_z crossref_primary_10_3390_cancers12123837 crossref_primary_10_7554_eLife_92841_3 crossref_primary_10_1002_hon_2839 crossref_primary_10_1155_2021_4468140 crossref_primary_10_1038_s41375_021_01285_3 crossref_primary_10_3324_haematol_2022_282265 crossref_primary_10_3390_ijms24076102 crossref_primary_10_3390_hemato2020023 crossref_primary_10_1136_jitc_2019_000205 crossref_primary_10_1016_j_medj_2020_10_006 crossref_primary_10_2147_CCID_S393066 crossref_primary_10_3390_ijms25052862 crossref_primary_10_3389_fimmu_2022_987227 crossref_primary_10_1002_path_5663 crossref_primary_10_1080_2162402X_2024_2384667 crossref_primary_10_3389_fonc_2023_1244090 crossref_primary_10_1158_2159_8290_CD_20_0839 crossref_primary_10_3389_fonc_2021_687911 crossref_primary_10_1038_s41392_020_00348_8 crossref_primary_10_1182_blood_2021014007 crossref_primary_10_1186_s12885_023_11213_6 crossref_primary_10_1007_s00277_024_06134_8 crossref_primary_10_1080_15384047_2024_2432690 crossref_primary_10_1016_j_celrep_2022_110639 crossref_primary_10_1016_j_leukres_2022_107008 crossref_primary_10_1016_j_modpat_2023_100224 crossref_primary_10_3390_cancers17020317 crossref_primary_10_3389_fgene_2022_872001 |
ContentType | Journal Article |
Copyright | 2019 American Association for Cancer Research. |
Copyright_xml | – notice: 2019 American Association for Cancer Research. |
DBID | NPM |
DOI | 10.1158/2326-6066.CIR-18-0439 |
DatabaseName | PubMed |
DatabaseTitle | PubMed |
DatabaseTitleList | PubMed |
Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database |
DeliveryMethod | no_fulltext_linktorsrc |
Discipline | Medicine |
EISSN | 2326-6074 |
ExternalDocumentID | 30745366 |
Genre | Research Support, Non-U.S. Gov't Journal Article |
GroupedDBID | 53G ADCOW AENEX AFHIN AFUMD ALMA_UNASSIGNED_HOLDINGS EBS EJD H13 NPM OK1 RCR RHI |
ID | FETCH-LOGICAL-c413t-4075dfb8a12626ab9da9b974dfa3b2234e8337f3c76cefca61727d6b4fdb614a2 |
IngestDate | Thu Apr 03 07:05:04 EDT 2025 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 4 |
Language | English |
License | 2019 American Association for Cancer Research. |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c413t-4075dfb8a12626ab9da9b974dfa3b2234e8337f3c76cefca61727d6b4fdb614a2 |
ORCID | 0000-0003-2041-3630 0000-0001-8838-1714 0000-0002-1100-3819 0000-0001-6577-8006 |
PMID | 30745366 |
ParticipantIDs | pubmed_primary_30745366 |
PublicationCentury | 2000 |
PublicationDate | 2019-04-01 |
PublicationDateYYYYMMDD | 2019-04-01 |
PublicationDate_xml | – month: 04 year: 2019 text: 2019-04-01 day: 01 |
PublicationDecade | 2010 |
PublicationPlace | United States |
PublicationPlace_xml | – name: United States |
PublicationTitle | Cancer immunology research |
PublicationTitleAlternate | Cancer Immunol Res |
PublicationYear | 2019 |
SSID | ssj0000884154 |
Score | 2.5099711 |
Snippet | PD-1/L1 and CTLA-4 blockade immunotherapies have been approved for 13 types of cancers and are being studied in diffuse large B-cell lymphoma (DLBCL), the most... |
SourceID | pubmed |
SourceType | Index Database |
StartPage | 644 |
Title | Immune Profiling and Quantitative Analysis Decipher the Clinical Role of Immune-Checkpoint Expression in the Tumor Immune Microenvironment of DLBCL |
URI | https://www.ncbi.nlm.nih.gov/pubmed/30745366 |
Volume | 7 |
hasFullText | |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3bbtNAEF2lIFV9QdwLBbQPvFVb4kvWzmNxQS1qEa1SKW_VXokptaMoRqK_wQfxa8zsrh0rLQh4sSLveuJ4jiZn1mdmCXk9tHGcGQ5Jjk04Sy3kKVLnQybiJDMmMpB14TrkyUd-eJ5-mI6mg8HPnmqpWco9dX1rXcn_eBXOgV-xSvYfPNsZhRPwGfwLR_AwHP_Kx0dY3GFQ7G_Lr2214WkjKlc5hpqgrufIgVEldhBwRLNoyyHPgrbQG2LFzKjLeV1WS2yB7BWynRJy0lzVizAT1faLulckh0YOjt8Wx32yWyCiFrslXuJbPYXWQt0S9LRhEFRQbeRekpRfmt2OWk9LUXthf4ff_QZPnMIv_b4C9SehUYIrZ-GNlvg8E9_6ixnRuKeBMS7oAcHjjA_9zj1thM56QEx70Zb71pE3_wVGWNkQTHG-VxydsShnWAXcnw_OnF85aECgS0eJ3_7lz6NrzbnboQ2yAWkK7rsaFoscEQCcA0MNdWNwU29uvaUtstmaWcttHMeZ3Cf3QnJC9z3SHpCBqR6SzZMgv3hEfnjv0w5wFABH-4CjLeBoCzgK2KEt4CgCjtaW3gAcXQGOlpW7yAEuzKTrgEMjDnCPyfn7d5PikIVdPZgCwrRkKZBUbWUuohiSaSHHWowlZLXaikQCWU1NniSZTVTGlbFKOIqtuUytlsAlRfyE3KkAmtuERrmWZpwrw1Mg1rHNI6FGAr5FKylFmj8jT_3jvJj71i0X7YN-_tuRHbK1AuYLctdCrDAvgXgu5Svn3l-ueYZd |
linkProvider | National Library of Medicine |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Immune+Profiling+and+Quantitative+Analysis+Decipher+the+Clinical+Role+of+Immune-Checkpoint+Expression+in+the+Tumor+Immune+Microenvironment+of+DLBCL&rft.jtitle=Cancer+immunology+research&rft.au=Xu-Monette%2C+Ziju+Y&rft.au=Xiao%2C+Min&rft.au=Au%2C+Qingyan&rft.au=Padmanabhan%2C+Raghav&rft.date=2019-04-01&rft.eissn=2326-6074&rft.volume=7&rft.issue=4&rft.spage=644&rft_id=info:doi/10.1158%2F2326-6066.CIR-18-0439&rft_id=info%3Apmid%2F30745366&rft_id=info%3Apmid%2F30745366&rft.externalDocID=30745366 |