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Kotlov N, Bagaev A, Revuelta MV, Phillip JM, Cacciapuoti MT, Antysheva Z, Svekolkin V, Tikhonova E, Miheecheva N, Kuzkina N, Nos G, Tabbo F, Frenkel F, Ghione P, Tsiper M, Almog N, Fowler N, Melnick AM, Leonard JP, Inghirami G, Cerchietti L. Clinical and Biological Subtypes of B-cell Lymphoma Revealed by Microenvironmental Signatures. Cancer Discov 2021; 11:1468-1489. [PMID: 33541860 DOI: 10.1158/2159-8290.cd-20-0839] [Citation(s) in RCA: 131] [Impact Index Per Article: 32.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 11/24/2020] [Accepted: 01/21/2021] [Indexed: 12/11/2022]
Abstract
Diffuse large B-cell lymphoma (DLBCL) is a biologically and clinically heterogeneous disease. Transcriptomic and genetic characterization of DLBCL has increased the understanding of its intrinsic pathogenesis and provided potential therapeutic targets. However, the role of the microenvironment in DLBCL biology remains less understood. Here, we performed a transcriptomic analysis of the microenvironment of 4,655 DLBCLs from multiple independent cohorts and described four major lymphoma microenvironment categories that associate with distinct biological aberrations and clinical behavior. We also found evidence of genetic and epigenetic mechanisms deployed by cancer cells to evade microenvironmental constraints of lymphoma growth, supporting the rationale for implementing DNA hypomethylating agents in selected patients with DLBCL. In addition, our work uncovered new therapeutic vulnerabilities in the biochemical composition of the extracellular matrix that were exploited to decrease DLBCL proliferation in preclinical models. This novel classification provides a road map for the biological characterization and therapeutic exploitation of the DLBCL microenvironment. SIGNIFICANCE: In a translational relevant transcriptomic-based classification, we characterized the microenvironment as a critical component of the B-cell lymphoma biology and associated it with the DLBCL clinical behavior establishing a novel opportunity for targeting therapies.This article is highlighted in the In This Issue feature, p. 1307.
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Affiliation(s)
| | | | - Maria V Revuelta
- Hematology and Oncology Division, Medicine Department, New York Presbyterian Hospital, Weill Cornell Medicine, New York, New York
| | - Jude M Phillip
- Hematology and Oncology Division, Medicine Department, New York Presbyterian Hospital, Weill Cornell Medicine, New York, New York
| | - Maria Teresa Cacciapuoti
- Pathology and Laboratory Medicine, New York Presbyterian Hospital, Weill Cornell Medicine, New York, New York
| | | | | | | | | | | | | | - Fabrizio Tabbo
- Pathology and Laboratory Medicine, New York Presbyterian Hospital, Weill Cornell Medicine, New York, New York
| | | | - Paola Ghione
- Hematology and Oncology Division, Medicine Department, New York Presbyterian Hospital, Weill Cornell Medicine, New York, New York.,Department of Hematology and Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | | | - Nava Almog
- BostonGene Corporation, Waltham, Massachusetts
| | | | - Ari M Melnick
- Hematology and Oncology Division, Medicine Department, New York Presbyterian Hospital, Weill Cornell Medicine, New York, New York
| | - John P Leonard
- Hematology and Oncology Division, Medicine Department, New York Presbyterian Hospital, Weill Cornell Medicine, New York, New York
| | - Giorgio Inghirami
- Pathology and Laboratory Medicine, New York Presbyterian Hospital, Weill Cornell Medicine, New York, New York
| | - Leandro Cerchietti
- Hematology and Oncology Division, Medicine Department, New York Presbyterian Hospital, Weill Cornell Medicine, New York, New York.
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Ren Y, Bi C, Zhao X, Lwin T, Wang C, Yuan J, Silva AS, Shah BD, Fang B, Li T, Koomen JM, Jiang H, Chavez JC, Pham LV, Sudalagunta PR, Wan L, Wang X, Dalton WS, Moscinski LC, Shain KH, Vose J, Cleveland JL, Sotomayor EM, Fu K, Tao J. PLK1 stabilizes a MYC-dependent kinase network in aggressive B cell lymphomas. J Clin Invest 2018; 128:5517-5530. [PMID: 30260324 PMCID: PMC6264635 DOI: 10.1172/jci122533] [Citation(s) in RCA: 69] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Accepted: 09/20/2018] [Indexed: 12/13/2022] Open
Abstract
Concordant activation of MYC and BCL-2 oncoproteins in double-hit lymphoma (DHL) results in aggressive disease that is refractory to treatment. By integrating activity-based proteomic profiling and drug screens, polo-like kinase-1 (PLK1) was identified as an essential regulator of the MYC-dependent kinome in DHL. Notably, PLK1 was expressed at high levels in DHL, correlated with MYC expression, and connoted poor outcome. Further, PLK1 signaling augmented MYC protein stability, and in turn, MYC directly induced PLK1 transcription, establishing a feed-forward MYC-PLK1 circuit in DHL. Finally, inhibition of PLK1 triggered degradation of MYC and of the antiapoptotic protein MCL-1, and PLK1 inhibitors showed synergy with BCL-2 antagonists in blocking DHL cell growth, survival, and tumorigenicity, supporting clinical targeting of PLK1 in DHL.
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Affiliation(s)
- Yuan Ren
- Department of Laboratory Medicine and Hematopathology, Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | - Chengfeng Bi
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Xiaohong Zhao
- Department of Laboratory Medicine and Hematopathology, Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | - Tint Lwin
- Department of Laboratory Medicine and Hematopathology, Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | - Cheng Wang
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Ji Yuan
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | | | | | - Bin Fang
- Proteomics Core Facility, Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | - Tao Li
- Department of Laboratory Medicine and Hematopathology, Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | - John M. Koomen
- Proteomics Core Facility, Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | - Huijuan Jiang
- Department of Laboratory Medicine and Hematopathology, Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
- Tianjin Medical School, Tianjin, China
| | | | - Lan V. Pham
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | | | - Lixin Wan
- Department of Molecular Oncology and
| | - Xuefeng Wang
- Department of Biostatics and Bioinformatics, Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | | | - Lynn C. Moscinski
- Department of Laboratory Medicine and Hematopathology, Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | | | - Julie Vose
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - John L. Cleveland
- Department of Tumor Biology, Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
| | - Eduardo M. Sotomayor
- Department of Hematology & Oncology, George Washington University, Washington, DC, USA
| | - Kai Fu
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Jianguo Tao
- Department of Laboratory Medicine and Hematopathology, Moffitt Cancer Center & Research Institute, Tampa, Florida, USA
- Department of Malignant Hematology, and
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HSP110 sustains chronic NF-κB signaling in activated B-cell diffuse large B-cell lymphoma through MyD88 stabilization. Blood 2018; 132:510-520. [PMID: 29871863 DOI: 10.1182/blood-2017-12-819706] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Accepted: 05/30/2018] [Indexed: 02/06/2023] Open
Abstract
Activated B-cell diffuse large B-cell lymphoma (ABC-DLBCL) is an aggressive lymphoproliferative disorder involving chronic NF-κB activation. Several mutations in the BCR and MyD88 signaling pathway components, such as MyD88 L265P, are implicated in this aberrant activation. Among heat shock proteins, HSP110 has recently been identified as a prosurvival and/or proliferation factor in many cancers, but its role in ABC-DLBCL survival mechanisms remained to be established. We observed that short hairpin RNA-mediated HSP110 silencing decreased the survival of several ABC-DLBCL cell lines and decreased immunoglobulin M-MyD88 co-localization and subsequent NF-κB signaling. Conversely, overexpression of HSP110 in ABC-DLBCL or non-DLBCL cell lines increased NF-κB signaling, indicating a tight interplay between HSP110 and the NF-κB pathway. By using immunoprecipitation and proximity ligation assays, we identified an interaction between HSP110 and both wild-type MyD88 and MyD88 L265P. HSP110 stabilized both MyD88 forms with a stronger effect on MyD88 L265P, thus facilitating chronic NF-κB activation. Finally, HSP110 expression was higher in lymph node biopsies from patients with ABC-DLBCL than in normal reactive lymph nodes, and a strong correlation was found between the level of HSP110 and MyD88. In conclusion, we identified HSP110 as a regulator of NF-κB signaling through MyD88 stabilization in ABC-DLBCL. This finding reveals HSP110 as a new potential therapeutic target in ABC-DLBCL.
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Rutherford SC, Stewart EN, Chen Z, Chadburn A, Wehrli NE, van Besien K, Martin P, Furman RR, Leonard JP, Cerchietti L. The eIF4E inhibitor ribavirin as a potential antilymphoma therapeutic: early clinical data<sup/>. Leuk Lymphoma 2017; 59:256-258. [PMID: 28573908 DOI: 10.1080/10428194.2017.1323270] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Sarah C Rutherford
- a Department of Medicine, Division of Hematology and Oncology , Meyer Cancer Center, Weill Cornell Medicine and New York-Presbyterian Hospital , New York , NY , USA
| | - Eric N Stewart
- a Department of Medicine, Division of Hematology and Oncology , Meyer Cancer Center, Weill Cornell Medicine and New York-Presbyterian Hospital , New York , NY , USA
| | - Zhengming Chen
- b Department of Healthcare Policy and Research, Division of Biostatistics and Epidemiology , Weill Cornell Medical College , New York , NY , USA
| | - Amy Chadburn
- c Department of Pathology and Laboratory Medicine, Division of Hematopathology , Weill Cornell Medical College , New York , NY , USA
| | - Natasha E Wehrli
- d Department of Radiology , Weill Cornell Medical College , New York , NY , USA
| | - Koen van Besien
- a Department of Medicine, Division of Hematology and Oncology , Meyer Cancer Center, Weill Cornell Medicine and New York-Presbyterian Hospital , New York , NY , USA
| | - Peter Martin
- a Department of Medicine, Division of Hematology and Oncology , Meyer Cancer Center, Weill Cornell Medicine and New York-Presbyterian Hospital , New York , NY , USA
| | - Richard R Furman
- a Department of Medicine, Division of Hematology and Oncology , Meyer Cancer Center, Weill Cornell Medicine and New York-Presbyterian Hospital , New York , NY , USA
| | - John P Leonard
- a Department of Medicine, Division of Hematology and Oncology , Meyer Cancer Center, Weill Cornell Medicine and New York-Presbyterian Hospital , New York , NY , USA
| | - Leandro Cerchietti
- a Department of Medicine, Division of Hematology and Oncology , Meyer Cancer Center, Weill Cornell Medicine and New York-Presbyterian Hospital , New York , NY , USA
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