1
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Syrykh C, DI Proietto V, Brion E, Copie-Bergman C, Jardin F, Dartigues P, Gaulard P, Jo Molina T, Briere J, Oberic L, Haioun C, Tilly H, Maussion C, Morel M, Schiratti JB, Laurent C. MYC Rearrangement Prediction from LYSA Whole Slide Images in Large B-cell Lymphoma: A Multi-centric Validation of Self-supervised Deep Learning Models. Mod Pathol 2024:100610. [PMID: 39265953 DOI: 10.1016/j.modpat.2024.100610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 07/25/2024] [Accepted: 09/03/2024] [Indexed: 09/14/2024]
Abstract
Large B-cell lymphoma (LBCL) is a heterogeneous lymphoid malignancy in which MYC gene rearrangement (MYC-R) is associated with a poor prognosis, prompting the recommendation for more intensive treatment. MYC-R detection relies on fluorescence in situ hybridization (FISH) method which is time consuming, expensive and not available in all laboratories. Automating MYC-R detection on hematoxylin and eosin (HE) stained whole slide images (WSI) of LBCL would decrease the need for costly molecular testing and improve pathologists' productivity. We developed an interpretable deep learning (DL) algorithm to detect MYC-R considering recent advances in self-supervised learning and providing an extensive comparison of seven feature extractors and six multiple instance learning models, themselves. Four different multicentric cohorts, including 1 247 LBCL patients, were used for training and validation. The best DL model reached an average ROC AUC score of 81.9% during cross-validation on the largest LBCL cohort, and ROC AUC scores ranging from 62.2% to 74.5% when evaluated on other unseen cohorts. In addition, we demonstrated that using this model as a pre-screening tool (with a false-negative rate of 0%), FISH testing would be avoided in 35% of cases. This work demonstrates the feasibility of developing a medical device to efficiently detect MYC gene rearrangement on HE WSI in daily practice.
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Affiliation(s)
| | | | | | - Christiane Copie-Bergman
- LYSA (The Lymphoma Study Association) and LYSARC (The Lymphoma Academic Research Organisation), Pierre-Bénite, France
| | - Fabrice Jardin
- Department of Hematology and U1245, Henri Becquerel Center, IRIB, Normandy University, Rouen, France
| | - Peggy Dartigues
- Department of Pathology, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Philippe Gaulard
- Department of Pathology, University Hospital Henri Mondor, Assistance Publique-Hôpitaux de Paris (AP-HP), Créteil, France; Mondor Institute for Biomedical Research, INSERM U955, Faculty of Medicine, University of Paris-Est Créteil, Créteil, France
| | - Thierry Jo Molina
- Department of Pathology, Necker Enfants Malades Hospital, Université Paris Descartes, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France; Institut Imagine, Unité INSERM 1163, Paris, France
| | - Josette Briere
- Department of Hematology, Hôpital Saint-Louis, Assistance Publique-Hôpitaux de Paris (AP-HP), Université Paris Diderot, Paris, France
| | - Lucie Oberic
- Department of Hematology, IUCT Oncopole, Toulouse, France
| | - Corine Haioun
- Department of Hematology, University Hospital Henri Mondor, Assistance Publique-Hôpitaux de Paris (AP-HP), Créteil, France
| | - Hervé Tilly
- Department of Hematology and U1245, Henri Becquerel Center, IRIB, Normandy University, Rouen, France
| | | | | | | | - Camille Laurent
- Department of Pathology, IUCT Oncopole, Toulouse, France; INSERM, U1037, Research Center In Cancer of Toulouse, laboratoire d'excellence TOUCAN, Toulouse, France.
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2
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Shi Y, Xu Y, Shen H, Jin J, Tong H, Xie W. Advances in biology, diagnosis and treatment of DLBCL. Ann Hematol 2024; 103:3315-3334. [PMID: 39017945 PMCID: PMC11358236 DOI: 10.1007/s00277-024-05880-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 07/03/2024] [Indexed: 07/18/2024]
Abstract
Diffuse large B-cell lymphoma (DLBCL), with approximately 150,000 new cases worldwide each year, represent nearly 30% of all cases of non-Hodgkin lymphoma (NHL) and are phenotypically and genetically heterogeneous. A gene-expression profile (GEP) has identified at least three major subtypes of DLBCL, each of which has distinct clinical, biological, and genetic features: activated B-cell (ABC)-like DLBCL, germinal-center B-cell (GCB)-like DLBCL, and unclassified. Different origins are associated with different responses to chemotherapy and targeted agents. Despite DLBCL being a highly heterogeneous disease, more than 60% of patients with DLBCL can be cured after using rituximab combined with cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP) to inhibit the growth of cancer cells while targeting the CD20 receptor. In recent decades, the improvement of diagnostic levels has led to a refinement classification of DLBCL and the development of new therapeutic approaches. The objective of this review was to summarize the latest studies examining genetic lesions and therapies for DLBCL.
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Affiliation(s)
- Yuanfei Shi
- Department of Hematology, The First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Yi Xu
- Department of Hematology, The First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Huafei Shen
- International Health Care Center, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Jie Jin
- Department of Hematology, The First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Hongyan Tong
- Department of Hematology, The First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Wanzhuo Xie
- Department of Hematology, The First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun Road, Hangzhou, 310003, Zhejiang, China.
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3
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Mehdi SH, Xu YZ, Shultz LD, Kim E, Lee YG, Kendrick S, Yoon D. Development of New Diffuse Large B Cell Lymphoma Mouse Models. Cancers (Basel) 2024; 16:3006. [PMID: 39272864 PMCID: PMC11394112 DOI: 10.3390/cancers16173006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 08/09/2024] [Accepted: 08/27/2024] [Indexed: 09/15/2024] Open
Abstract
Diffuse large B cell lymphoma (DLBCL) is the most diagnosed, aggressive non-Hodgkin lymphoma, with ~40% of patients experiencing refractory or relapsed disease. Given the low response rates to current therapy, alternative treatment strategies are necessary to improve patient outcomes. Here, we sought to develop an easily accessible new xenograft mouse model that better recapitulates the human disease for preclinical studies. We generated two Luciferase (Luc)-EGFP-expressing human DLBCL cell lines representing the different DLBCL cell-of-origin subtypes. After intravenous injection of these cells into humanized NSG mice, we monitored the tumor growth and evaluated the organ-specific engraftment/progression period. Our results showed that human IL6-expressing NSG (NSG-IL6) mice were highly permissive for DLBCL cell growth. In NSG-IL6 mice, systemic engraftments of both U2932 activated B cell-like- and VAL germinal B cell-like-DLBCL (engraftment rate; 75% and 82%, respectively) were detected within 2nd-week post-injection. In the organ-specific ex vivo evaluation, both U2932-Luc and VAL-Luc cells were initially engrafted and expanded in the spleen, liver, and lung and subsequently in the skeleton, ovary, and brain. Consistent with the dual BCL2/MYC translocation association with poor patient outcomes, VAL cells showed heightened proliferation in human IL6-conditioned media and caused rapid tumor expansion and early death in the engrafted mice. We concluded that the U2932 and VAL cell-derived human IL6-expressing mouse models reproduced the clinical features of an aggressive DLBCL with a highly consistent pattern of tumor development. Based on these findings, NSG mice expressing human IL6 have the potential to serve as a new tool to develop DLBCL xenograft models to overcome the limitations of standard subcutaneous DLBCL xenografts.
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Affiliation(s)
- Syed Hassan Mehdi
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Ying-Zhi Xu
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | | | - Eunkyung Kim
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Yong Gu Lee
- College of Pharmacy, Institute of Pharmaceutical Sciences and Technology, Hanyang University, Ansan 15588, Republic of Korea
| | - Samantha Kendrick
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Donghoon Yoon
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
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4
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Verma R, Alban TJ, Parthasarathy P, Mokhtari M, Toro Castano P, Cohen ML, Lathia JD, Ahluwalia M, Tiwari P. Sexually dimorphic computational histopathological signatures prognostic of overall survival in high-grade gliomas via deep learning. SCIENCE ADVANCES 2024; 10:eadi0302. [PMID: 39178259 PMCID: PMC11343024 DOI: 10.1126/sciadv.adi0302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 07/16/2024] [Indexed: 08/25/2024]
Abstract
High-grade glioma (HGG) is an aggressive brain tumor. Sex is an important factor that differentially affects survival outcomes in HGG. We used an end-to-end deep learning approach on hematoxylin and eosin (H&E) scans to (i) identify sex-specific histopathological attributes of the tumor microenvironment (TME), and (ii) create sex-specific risk profiles to prognosticate overall survival. Surgically resected H&E-stained tissue slides were analyzed in a two-stage approach using ResNet18 deep learning models, first, to segment the viable tumor regions and second, to build sex-specific prognostic models for prediction of overall survival. Our mResNet-Cox model yielded C-index (0.696, 0.736, 0.731, and 0.729) for the female cohort and C-index (0.729, 0.738, 0.724, and 0.696) for the male cohort across training and three independent validation cohorts, respectively. End-to-end deep learning approaches using routine H&E-stained slides, trained separately on male and female patients with HGG, may allow for identifying sex-specific histopathological attributes of the TME associated with survival and, ultimately, build patient-centric prognostic risk assessment models.
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Affiliation(s)
- Ruchika Verma
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Tyler J. Alban
- Center for Immunotherapy and Precision Immuno-Oncology, Cleveland Clinic Foundation, Cleveland, OH, USA
- Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Prerana Parthasarathy
- Center for Immunotherapy and Precision Immuno-Oncology, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Mojgan Mokhtari
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
| | | | - Mark L. Cohen
- Department of Pathology, University Hospitals Case Medical Center, Cleveland, OH, USA
| | - Justin D. Lathia
- Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
- Rose Ella Burkhardt Brain Tumor and Neuro-Oncology Center, Cleveland Clinic, Cleveland, OH, USA
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH, USA
| | - Manmeet Ahluwalia
- Miami Cancer Institute, Miami, FL, USA
- Herbert Wertheim College of Medicine, Florida International University, University Park, FL, USA
| | - Pallavi Tiwari
- Departments of Radiology and Biomedical Engineering, University of Wisconsin–Madison, Madison, WI, USA
- Carbone Cancer Center, Madison, WI, USA
- William S. Middleton Memorial Veterans Affairs Healthcare, Madison, WI, USA
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5
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Chang CA, Emberley E, D'Souza AL, Zhao W, Cosgrove C, Parrish K, Mitra D, Payson E, Oleksijew A, Ellis P, Rodriguez L, Duggan R, Hrusch C, Lasko L, Assaily W, Zheng P, Liu W, Hernandez A, McCarthy K, Zhang Z, Rha G, Cao Z, Li Y, Perng O, Campbell J, Zhang G, Curran T, Bruncko M, Marvin CC, Hobson A, McPherson M, Uziel T, Pysz MA, Zhao X, Bankovich A, Hayflick J, McDevitt M, Freise KJ, Morgan-Lappe S, Purcell JW. ABBV-319: a CD19-targeting glucocorticoid receptor modulator antibody-drug conjugate therapy for B-cell malignancies. Blood 2024; 144:757-770. [PMID: 38701407 PMCID: PMC11375461 DOI: 10.1182/blood.2024023849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 04/22/2024] [Accepted: 04/22/2024] [Indexed: 05/05/2024] Open
Abstract
ABSTRACT Glucocorticoids are key components of the standard-of-care treatment regimens for B-cell malignancy. However, systemic glucocorticoid treatment is associated with several adverse events. ABBV-319 is a CD19-targeting antibody-drug conjugate engineered to reduce glucocorticoid-associated toxicities while possessing 3 distinct mechanisms of action (MOA) to increase therapeutic efficacy: (1) antibody-mediated delivery of a glucocorticoid receptor modulator (GRM) payload to activate apoptosis, (2) inhibition of CD19 signaling, and (3) enhanced fragment crystallizable (Fc)-mediated effector function via afucosylation of the antibody backbone. ABBV-319 elicited potent GRM-driven antitumor activity against multiple malignant B-cell lines in vitro, as well as in cell line-derived xenografts and patient-derived xenografts (PDXs) in vivo. Remarkably, a single dose of ABBV-319 induced sustained tumor regression and enhanced antitumor activity compared with repeated dosing of systemic prednisolone at the maximum tolerated dose in mice. The unconjugated CD19 monoclonal antibody (mAb) also displayed antiproliferative activity in a subset of B-cell lymphoma cell lines through the inhibition of phosphoinositide 3-kinase signaling. Moreover, afucosylation of CD19 mAb enhanced Fc-mediated antibody-dependent cellular cytotoxicity. Notably, ABBV-319 displayed superior efficacy compared with afucosylated CD19 mAb in human CD34+ peripheral blood mononuclear cell-engrafted NSG-Tg(Hu-IL15) transgenic mice, demonstrating enhanced antitumor activity when multiple MOAs are enabled. ABBV-319 also showed durable antitumor activity across multiple B-cell lymphoma PDX models, including nongerminal center B-cell diffuse large B-cell lymphoma and relapsed lymphoma after R-CHOP treatment. Collectively, these data support the ongoing evaluation of ABBV-319 in a phase 1 clinical trial.
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MESH Headings
- Humans
- Animals
- Antigens, CD19/immunology
- Mice
- Immunoconjugates/pharmacology
- Immunoconjugates/therapeutic use
- Xenograft Model Antitumor Assays
- Receptors, Glucocorticoid/antagonists & inhibitors
- Antibodies, Monoclonal, Humanized/pharmacology
- Antibodies, Monoclonal, Humanized/therapeutic use
- Antibodies, Monoclonal, Humanized/administration & dosage
- Lymphoma, B-Cell/drug therapy
- Lymphoma, B-Cell/pathology
- Cell Line, Tumor
- Mice, SCID
- Female
- Maytansine/analogs & derivatives
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Wei Liu
- AbbVie Bay Area, South San Francisco, CA
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Xi Zhao
- AbbVie Bay Area, South San Francisco, CA
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6
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Chuang WY, Chang H, Shih LY, Lin TC, Yeh CJ, Ueng SH, Kuo MC, Kao HW, Liu H, Chang ST, Lee CL, Huang KP, Wang TH, Wan YL, Yu JS, Hsueh C, Chuang SS. Identification of CD5/SOX11 double-negative pleomorphic mantle cell lymphoma. Virchows Arch 2024; 485:323-334. [PMID: 38733379 DOI: 10.1007/s00428-024-03813-9] [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: 12/10/2023] [Revised: 04/03/2024] [Accepted: 04/19/2024] [Indexed: 05/13/2024]
Abstract
Cyclin D1 protein-positive diffuse large B cell lymphoma (DLBCL) has an immunophenotype of CD5(-) cyclin D1(+) SOX11(-), and most cases lack a CCND1 rearrangement and have a gene expression profile of DLBCL. Rarely, cyclin D1 protein-positive DLBCL harbors a CCND1 rearrangement, and some genetic copy number features typical of mantle cell lymphoma (MCL) have been detected. Since gene expression studies have not been performed, whether such CCND1-rearranged cases represent cyclin D1 protein-positive DLBCL or CD5/SOX11 double-negative pleomorphic MCL remains unclear. To date, no cases of CD5/SOX11 double-negative MCL have been reported. In this study, we collected eight cases initially diagnosed as cyclin D1 protein-positive DLBCL, including four with a CCND1 rearrangement and four without. Immunohistochemically, all four CCND1-rearranged cases had >50% of tumor cells positive for cyclin D1 protein, whereas only one (25%) non-rearranged case had >50% positive tumor cells. Analysis of genome-wide copy number, mutational, and gene expression profiles revealed that CCND1-rearranged cases were similar to MCL, whereas CCND1-non-rearranged cases resembled DLBCL. Despite the SOX11 negativity by immunohistochemistry, CCND1-rearranged cases had a notable trend (P = 0.064) of higher SOX11 mRNA levels compared to non-rearranged cases. Here, we show for the first time that CCND1 rearrangement could be useful for identifying CD5/SOX11 double-negative pleomorphic MCL in cases diagnosed as cyclin D1 protein-positive DLBCL. Cases with >50% cyclin D1 protein-positive tumor cells immunohistochemically and higher SOX11 mRNA levels are more likely to have a CCND1 rearrangement, and fluorescence in situ hybridization can be used to detect the rearrangement.
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MESH Headings
- Humans
- Lymphoma, Mantle-Cell/pathology
- Lymphoma, Mantle-Cell/genetics
- Lymphoma, Mantle-Cell/diagnosis
- Lymphoma, Mantle-Cell/metabolism
- SOXC Transcription Factors/genetics
- Aged
- Middle Aged
- CD5 Antigens/metabolism
- Male
- Female
- Cyclin D1/genetics
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/analysis
- Aged, 80 and over
- Gene Rearrangement
- Lymphoma, Large B-Cell, Diffuse/genetics
- Lymphoma, Large B-Cell, Diffuse/pathology
- Lymphoma, Large B-Cell, Diffuse/metabolism
- Immunohistochemistry
- Adult
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Affiliation(s)
- Wen-Yu Chuang
- Department of Pathology, Chang Gung Memorial Hospital and Chang Gung University, Taoyuan, Taiwan
- School of Medicine, Chang Gung University, Taoyuan, Taiwan
- Chang Gung Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
- Center for Vascularized Composite Allotransplantation, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Hung Chang
- School of Medicine, Chang Gung University, Taoyuan, Taiwan
- Division of Hematology and Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Lee-Yung Shih
- School of Medicine, Chang Gung University, Taoyuan, Taiwan
- Division of Hematology and Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Tsung-Chieh Lin
- Genomic Medicine Core Laboratory, Department of Medical Research and Development, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- Department of Biomedical Sciences, Chang Gung University, Taoyuan, Taiwan
| | - Chi-Ju Yeh
- Department of Pathology, Chang Gung Memorial Hospital and Chang Gung University, Taoyuan, Taiwan
- School of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Shir-Hwa Ueng
- Department of Pathology, Chang Gung Memorial Hospital and Chang Gung University, Taoyuan, Taiwan
- School of Medicine, Chang Gung University, Taoyuan, Taiwan
- Chang Gung Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Ming-Chung Kuo
- School of Medicine, Chang Gung University, Taoyuan, Taiwan
- Division of Hematology and Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Hsiao-Wen Kao
- School of Medicine, Chang Gung University, Taoyuan, Taiwan
- Division of Hematology and Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Hsuan Liu
- Chang Gung Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | | | - Chih-Ling Lee
- Department of Pathology, Taichung Tzu Chi Hospital, Taichung, Taiwan
| | - Kuan-Po Huang
- Department of Hematology and Oncology, Taichung Tzu Chi Hospital, Taichung, Taiwan
| | - Tong-Hong Wang
- Tissue Bank, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Yung-Liang Wan
- Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Jau-Song Yu
- Chang Gung Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Chuen Hsueh
- Department of Pathology, Chang Gung Memorial Hospital and Chang Gung University, Taoyuan, Taiwan
- School of Medicine, Chang Gung University, Taoyuan, Taiwan
- Chang Gung Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Shih-Sung Chuang
- Department of Pathology, Chi-Mei Medical Center, Tainan, Taiwan.
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7
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Yimpak P, Bumroongkit K, Tantiworawit A, Rattanathammethee T, Aungsuchawan S, Daroontum T. Immunohistochemistry-based investigation of MYC, BCL2, and Ki-67 protein expression and their clinical impact in diffuse large B-cell lymphoma in upper Northern Thailand. PLoS One 2024; 19:e0307253. [PMID: 39038016 PMCID: PMC11262692 DOI: 10.1371/journal.pone.0307253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 07/02/2024] [Indexed: 07/24/2024] Open
Abstract
Diffuse large B-cell lymphoma (DLBCL) is an aggressive type of non-Hodgkin lymphoma (NHL) that accounts for approximately 25-40% of all NHL cases. The objective of this study was to investigate the protein expression, clinical impact, and prognostic role of MYC, BCL2, and Ki-67 in Thai DLBCL patients. A retrospective analysis was conducted on 100 DLBCL patients diagnosed between January 2018 and December 2019. Immunohistochemistry was used to assess the expression of MYC, BCL2, and Ki-67. The study revealed a significant association between extranodal involvement and positive cases of MYC and BCL2. MYC expressions were associated with Ki-67 expression, while BCL2 positivity was associated with the non-germinal center B-cell (non-GCB) subtype. However, there were no significant differences in the three-year overall survival (OS) and three-year progression-free survival (PFS) rates when using cut-off points of ≥ 40% for MYC, ≥ 50% for BCL2, and ≥ 70% for Ki-67. Notably, DLBCL cases with co-expression of MYC and BCL2 exhibited significantly inferior three-year OS compared to other cases (0% vs. 53%; p = 0.020). Multivariate analysis identified age ≥ 60 years and Eastern Cooperative Oncology Group (ECOG) performance status as independent prognostic factors. In conclusion, MYC, BCL2, and Ki-67 expression can serve as prognostic biomarkers; however, their prognostic value may vary based on the specific cut-off values used. Therefore, determining the appropriate threshold for each biomarker based on individual laboratory analyses and clinical outcomes is crucial.
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MESH Headings
- Humans
- Lymphoma, Large B-Cell, Diffuse/metabolism
- Lymphoma, Large B-Cell, Diffuse/pathology
- Lymphoma, Large B-Cell, Diffuse/mortality
- Lymphoma, Large B-Cell, Diffuse/genetics
- Proto-Oncogene Proteins c-bcl-2/metabolism
- Proto-Oncogene Proteins c-bcl-2/genetics
- Ki-67 Antigen/metabolism
- Male
- Female
- Proto-Oncogene Proteins c-myc/metabolism
- Proto-Oncogene Proteins c-myc/genetics
- Middle Aged
- Thailand/epidemiology
- Aged
- Adult
- Immunohistochemistry
- Retrospective Studies
- Prognosis
- Aged, 80 and over
- Biomarkers, Tumor/metabolism
- Young Adult
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Affiliation(s)
- Phuttirak Yimpak
- Department of Anatomy, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Kanokkan Bumroongkit
- Department of Anatomy, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Adisak Tantiworawit
- Department of Internal Medicine, Division of Hematology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Thanawat Rattanathammethee
- Department of Internal Medicine, Division of Hematology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Sirinda Aungsuchawan
- Department of Anatomy, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Teerada Daroontum
- Department of Pathology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
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8
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Shortt J, Opat S. Large cell lymphoma through a liquid lens. Br J Haematol 2024; 205:15-16. [PMID: 38813654 DOI: 10.1111/bjh.19502] [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: 04/14/2024] [Accepted: 04/20/2024] [Indexed: 05/31/2024]
Abstract
Liquid biopsy to provide a mutational snapshot of diffuse large B-cell lymphoma is an emerging technology of exciting potential utility. The report by Alcoceba et al. assesses the tractability of the EuroClonality-NDC assay to profile lymphoma using cell-free DNA and highlights the prognostic implication of attaining a major molecular response to therapy. Commentary on: Alcoceba et al. Liquid biopsy for molecular characterization of diffuse large B-cell lymphoma and early assessment of minimal residual disease. Br J Haematol 2024;205:109-121.
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Affiliation(s)
- Jake Shortt
- Monash Haematology, Monash Health, Clayton, Victoria, Australia
- Department of Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
| | - Stephen Opat
- Monash Haematology, Monash Health, Clayton, Victoria, Australia
- Department of Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
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9
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Kim K, Ziyeh S, Kim P. Extranodal diffuse large B-cell lymphoma presenting with extensive organ involvement. BMJ Case Rep 2024; 17:e257416. [PMID: 38945554 DOI: 10.1136/bcr-2023-257416] [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] [Indexed: 07/02/2024] Open
Abstract
Extranodal involvement in diffuse large B-cell lymphoma (DLBCL) is defined as disease outside of the lymph nodes and occurs in up to one-third of patients, though multiorgan extranodal involvement is rare. Here, we describe a case of a patient presenting with widely metastatic lesions, including involvement of the lung, parotid gland, breast, pancreas, femur and multiple soft tissue masses, with initial concern for primary breast malignancy. Breast pathology and imaging were consistent with triple-expressor, double-hit stage IV high-grade B-cell lymphoma with extensive extranodal involvement. Extranodal involvement is a poor prognostic factor associated with high rates of treatment failure, and novel therapies targeting CD19 are currently being studied for relapsed and refractory DLBCL. Extranodal disease is a complex entity that can involve virtually any organ system and should be considered for new presentations of malignancy.
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Affiliation(s)
- Kailyn Kim
- Department of Medicine, UCLA Medical Center Olive View, Sylmar, California, USA
| | - Sharvina Ziyeh
- Department of Hematology/Oncology, UCLA Medical Center Olive View, Sylmar, California, USA
| | - Phyllis Kim
- Department of Hematology/Oncology, UCLA Medical Center Olive View, Sylmar, California, USA
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10
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Johnson PC, Bailey A, Ma Q, Milloy N, Butcher J, Sanderson I, Weatherby S, Meadows R, Quek RGW. Real-world evaluation of health-related quality of life in patients with diffuse large B-cell lymphoma based on a multinational survey. Front Oncol 2024; 14:1402992. [PMID: 38978741 PMCID: PMC11228594 DOI: 10.3389/fonc.2024.1402992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 05/27/2024] [Indexed: 07/10/2024] Open
Abstract
Background Real-world health-related quality of life (HRQoL) data in patients with diffuse large B-cell lymphoma (DLBCL) are scarce. This study is to compare patient-reported outcomes in patients with DLBCL across therapy lines and countries. Methods Data were derived from the Adelphi DLBCL Disease Specific Programme™ from January 2021 to May 2021, a survey of physicians and their DLBCL patients in France, Germany, Italy, Spain, United Kingdom (UK), and the United States (US). Results Overall, analysis was conducted on 441 patients with DLBCL across Europe and the US (mean age 64.6 years, 64% male); 68% had an Ann Arbor stage III and 69% had an Eastern Cooperative Oncology Group Performance Status of 0 to 1. The mean overall GHS/QoL was 54.1; patients on their 3L+ therapy had a lower mean GHS/QoL compared with patients on 1L/2L (P = 0.0033). Further to this, mean EQ-5D-5L utility score was reduced from 0.73 for patients on 1L therapy to 0.66 for patients on 3L+ therapies (P = 0.0149). Mean percentages of impairment while working and overall work impairment were lower for patients receiving 3L+ therapy (12.5% and 17.7%; respectively) than those on 1L therapy (35.6% and 33.8%; respectively). When comparing region, patients in the US had significantly better scores for all functioning and symptomatic scales (per EORTC QLQ-C30) and work impairment (per WPAI) vs. patients with DLBCL in Europe. WPAI scores indicate that the overall activity impairment in the US was 36.6% and in Europe ranged from 42.4% in the UK to 54.9% in Germany. Mean EQ-5D-5L utility score for the US was 0.80, compared to 0.60 - 0.80 across the countries in Europe. Regression analysis showed patients who relapsed after more than one year of treatment were associated with better patient reported outcomes than those who relapse after less than one year. Conclusion Patient-reported outcomes of DLBCL patients remain poor and patients continue to experience considerable morbidity.
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Affiliation(s)
- P. Connor Johnson
- Cancer Center, Massachusetts General Hospital, Boston, MA, United States
| | | | - Qiufei Ma
- Health Economics and Outcomes Research, Regeneron Pharmaceuticals Inc., Tarrytown, NY, United States
| | - Neil Milloy
- Adelphi Real World, Bollington, United Kingdom
| | | | | | | | | | - Ruben G. W. Quek
- Health Economics and Outcomes Research, Regeneron Pharmaceuticals Inc., Tarrytown, NY, United States
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11
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Wasifuddin M, Ilerhunmwuwa NP, Becerra H, Hakobyan N, Shrestha N, Uche IN, Lin H, Abowali H, Zheng J, Yadav R, Pokhrel A, Enayati L, Hare M, Hehr R, Kozii K, Gibadullin B, Avezbakiyev B, Wang JC. Racial disparities in the incidence and survival outcomes in diffuse large B-cell lymphoma in adolescents and young adults. Eur J Haematol 2024. [PMID: 38890006 DOI: 10.1111/ejh.14255] [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: 04/21/2024] [Revised: 05/25/2024] [Accepted: 06/04/2024] [Indexed: 06/20/2024]
Abstract
Diffuse large B-cell Lymphoma (DLBCL) is an aggressive subtype of non-Hodgkin lymphoma (NHL). The disease generally occurs in older patients. Although at a lower prevalence, the disease also occurs in the adolescent and young adult group (AYA). There is paucity of data in the literature on racial and ethnic disparities in the incidence and survival outcomes of DLBCL in the AYA group. The objective of our study is to demonstrate the disparities in these outcomes. Utilizing SEER, we obtained data on patient demographics, incidence, and survival from 2000 to 2020. We observed statistically significant reduced incidence of DLBCL in all racial groups, except the non-Hispanic Asian and Pacific Islander group (NHAPI). The non-Hispanic Black group (NHB) had one of the lowest survival despite showing the largest decrease in incidence in DLBCL. The differences in the survival could be secondary to socioeconomic factors, however other reasons need to be explored. The increased incidence among the NHAPI group mirrors that of large population-based studies in East Asian countries, however, underlying reasons have not been elucidated.
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Affiliation(s)
- Mustafa Wasifuddin
- Department of Medicine, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
| | | | - Henry Becerra
- Department of Medicine, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
| | - Narek Hakobyan
- Department of Medicine, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
| | - Neharika Shrestha
- Department of Medicine, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
| | - Ifeanyi Nnamdi Uche
- Department of Medicine, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
| | - Htet Lin
- Department of Medicine, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
| | - Hesham Abowali
- Division of Hematology/Oncology, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
| | - Jin Zheng
- Division of Hematology/Oncology, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
| | - Ruchi Yadav
- Division of Hematology/Oncology, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
| | - Akriti Pokhrel
- Division of Hematology/Oncology, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
| | - Ladan Enayati
- Division of Hematology/Oncology, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
| | - Mitchell Hare
- Department of Medicine, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
| | - Rohan Hehr
- Department of Medicine, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
| | - Khrystyna Kozii
- Department of Medicine, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
| | - Bulat Gibadullin
- Department of Medicine, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
| | - Boris Avezbakiyev
- Division of Hematology/Oncology, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
| | - Jen-Chin Wang
- Division of Hematology/Oncology, Brookdale University Hospital and Medical Center, Brooklyn, New York, USA
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12
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Strüßmann T, Marks R, Wäsch R. Relapsed/Refractory Diffuse Large B-Cell Lymphoma: Is There Still a Role for Autologous Stem Cell Transplantation in the CAR T-Cell Era? Cancers (Basel) 2024; 16:1987. [PMID: 38893108 PMCID: PMC11171011 DOI: 10.3390/cancers16111987] [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: 04/25/2024] [Revised: 05/21/2024] [Accepted: 05/22/2024] [Indexed: 06/21/2024] Open
Abstract
Recently, CD19-directed chimeric antigen receptor (CAR) T-cell therapies have revolutionized treatment strategies for diffuse large B-cell lymphoma (DLBCL). CAR T-cell therapy is increasingly used as a second-line therapy for patients with DLBCL with early relapse or refractoriness to initial chemoimmunotherapy and displaced high-dose chemotherapy, followed by autologous stem cell transplantation (ASCT) as the standard of care for these patients. However, patients with late relapse or chemosensitive disease still benefit from autologous stem cell transplantation. We will review practice-changing studies in early relapse (ZUMA-7 and TRANSFORM) under consideration of the negative BELINDA trial, with a focus on register data, comparing CAR T-cell therapy and ASCT for patients responding to salvage therapy.
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Affiliation(s)
- Tim Strüßmann
- Department of Medicine I, Faculty of Medicine, Medical Center–University of Freiburg, University of Freiburg, 79106 Freiburg, Germany; (R.M.); (R.W.)
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13
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Carlund O, Thörn E, Osterman P, Fors M, Dernstedt A, Forsell MNE, Erlanson M, Landfors M, Degerman S, Hultdin M. Semimethylation is a feature of diffuse large B-cell lymphoma, and subgroups with poor prognosis are characterized by global hypomethylation and short telomere length. Clin Epigenetics 2024; 16:68. [PMID: 38773655 PMCID: PMC11110316 DOI: 10.1186/s13148-024-01680-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Accepted: 05/13/2024] [Indexed: 05/24/2024] Open
Abstract
BACKGROUND Large B-cell lymphoma (LBCL) is the most common lymphoma and is known to be a biologically heterogeneous disease regarding genetic, phenotypic, and clinical features. Although the prognosis is good, one-third has a primary refractory or relapsing disease which underscores the importance of developing predictive biological markers capable of identifying high- and low-risk patients. DNA methylation (DNAm) and telomere maintenance alterations are hallmarks of cancer and aging. Both these alterations may contribute to the heterogeneity of the disease, and potentially influence the prognosis of LBCL. RESULTS We studied the DNAm profiles (Infinium MethylationEPIC BeadChip) and relative telomere lengths (RTL) with qPCR of 93 LBCL cases: Diffuse large B-cell lymphoma not otherwise specified (DLBCL, n = 66), High-grade B-cell lymphoma (n = 7), Primary CNS lymphoma (n = 8), and transformation of indolent B-cell lymphoma (n = 12). There was a substantial methylation heterogeneity in DLBCL and other LBCL entities compared to normal cells and other B-cell neoplasms. LBCL cases had a particularly aberrant semimethylated pattern (0.15 ≤ β ≤ 0.8) with large intertumor variation and overall low hypermethylation (β > 0.8). DNAm patterns could not be used to distinguish between germinal center B-cell-like (GC) and non-GC DLBCL cases. In cases treated with R-CHOP-like regimens, a high percentage of global hypomethylation (β < 0.15) was in multivariable analysis associated with worse disease-specific survival (DSS) (HR 6.920, 95% CI 1.499-31.943) and progression-free survival (PFS) (HR 4.923, 95% CI 1.286-18.849) in DLBCL and with worse DSS (HR 5.147, 95% CI 1.239-21.388) in LBCL. These cases with a high percentage of global hypomethylation also had a higher degree of CpG island methylation, including islands in promoter-associated regions, than the cases with less hypomethylation. Additionally, telomere length was heterogenous in LBCL, with a subset of the DLBCL-GC cases accounting for the longest RTL. Short RTL was independently associated with worse DSS (HR 6.011, 95% CI 1.319-27.397) and PFS (HR 4.689, 95% CI 1.102-19.963) in LBCL treated with R-CHOP-like regimens. CONCLUSION We hypothesize that subclones with high global hypomethylation and hypermethylated CpG islands could have advantages in tumor progression, e.g. by inactivating tumor suppressor genes or promoting treatment resistance. Our findings suggest that cases with high global hypomethylation and thus poor prognosis could be candidates for alternative treatment regimens including hypomethylating drugs.
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Affiliation(s)
- Olivia Carlund
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Elina Thörn
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
- Department of Diagnostics and Intervention, Oncology, Umeå University, Umeå, Sweden
| | - Pia Osterman
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Maja Fors
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Andy Dernstedt
- Department of Clinical Microbiology, Infection and Immunology, Umeå University, Umeå, Sweden
| | - Mattias N E Forsell
- Department of Clinical Microbiology, Infection and Immunology, Umeå University, Umeå, Sweden
| | - Martin Erlanson
- Department of Diagnostics and Intervention, Oncology, Umeå University, Umeå, Sweden
| | - Mattias Landfors
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Sofie Degerman
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
- Department of Clinical Microbiology, Infection and Immunology, Umeå University, Umeå, Sweden
| | - Magnus Hultdin
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden.
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14
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Li MY, Chong LC, Duns G, Lytle A, Woolcock B, Jiang A, Telenius A, Ben-Neriah S, Nawaz W, Slack GW, Elisia I, Viganò E, Aoki T, Healy S, Krystal G, Venturutti L, Scott DW, Steidl C. TRAF3 loss-of-function reveals the noncanonical NF-κB pathway as a therapeutic target in diffuse large B cell lymphoma. Proc Natl Acad Sci U S A 2024; 121:e2320421121. [PMID: 38662551 PMCID: PMC11067025 DOI: 10.1073/pnas.2320421121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 03/29/2024] [Indexed: 05/05/2024] Open
Abstract
Here, we report recurrent focal deletions of the chr14q32.31-32 locus, including TRAF3, a negative regulator of NF-κB signaling, in de novo diffuse large B cell lymphoma (DLBCL) (24/324 cases). Integrative analysis revealed an association between TRAF3 copy number loss with accumulation of NIK, the central noncanonical (NC) NF-κB kinase, and increased NC NF-κB pathway activity. Accordingly, TRAF3 genetic ablation in isogenic DLBCL model systems caused upregulation of NIK and enhanced NC NF-κB downstream signaling. Knockdown or pharmacological inhibition of NIK in TRAF3-deficient cells differentially impaired their proliferation and survival, suggesting an acquired onco-addiction to NC NF-κB. TRAF3 ablation also led to exacerbated secretion of the immunosuppressive cytokine IL-10. Coculturing of TRAF3-deficient DLBCL cells with CD8+ T cells impaired the induction of Granzyme B and interferon (IFN) γ, which were restored following neutralization of IL-10. Our findings corroborate a direct relationship between TRAF3 genetic alterations and NC NF-κB activation, and highlight NIK as a potential therapeutic target in a defined subset of DLBCL.
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Affiliation(s)
- Michael Y. Li
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
- Department of Pathology and Laboratory Medicine, The University of British Columbia, Vancouver, BCV6T 2B5, Canada
| | - Lauren C. Chong
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
| | - Gerben Duns
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
| | - Andrew Lytle
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
| | - Bruce Woolcock
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
| | - Aixiang Jiang
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
- Department of Pathology and Laboratory Medicine, The University of British Columbia, Vancouver, BCV6T 2B5, Canada
| | - Adèle Telenius
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
| | - Susana Ben-Neriah
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
| | - Waqas Nawaz
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
| | - Graham W. Slack
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
- Department of Pathology and Laboratory Medicine, The University of British Columbia, Vancouver, BCV6T 2B5, Canada
| | - Ingrid Elisia
- Terry Fox Laboratory, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
| | - Elena Viganò
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
| | - Tomohiro Aoki
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
| | - Shannon Healy
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
| | - Gerald Krystal
- Terry Fox Laboratory, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
| | - Leandro Venturutti
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
- Department of Pathology and Laboratory Medicine, The University of British Columbia, Vancouver, BCV6T 2B5, Canada
- Terry Fox Laboratory, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
| | - David W. Scott
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
- Department of Pathology and Laboratory Medicine, The University of British Columbia, Vancouver, BCV6T 2B5, Canada
| | - Christian Steidl
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, BCV5Z 1L3, Canada
- Department of Pathology and Laboratory Medicine, The University of British Columbia, Vancouver, BCV6T 2B5, Canada
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15
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Karmali R, Galvez C, Hamadani M, Gordon L, Winter J, Ma S, Nelson V, Fenske TS, Shah NN, Jagadeesh D, Klein A, Helenowski I, Chen R, Mi X, Petrich A, Evens AM, Pro B. A phase 1-2 trial of DA-EPOCH-R plus ixazomib for MYC-aberrant lymphoid malignancies: the DACIPHOR regimen. Blood Adv 2024; 8:1612-1620. [PMID: 38237077 PMCID: PMC10987893 DOI: 10.1182/bloodadvances.2023011369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 01/11/2024] [Indexed: 03/28/2024] Open
Abstract
ABSTRACT MYC-aberrant non-Hodgkin lymphoma (NHL) is associated with poor outcomes with conventional chemotherapy. Ixazomib is an orally bioavailable proteasome inhibitor that targets drivers of MYC expression and has demonstrated preclinical activity in aggressive MYC-aberrant NHL. We conducted a phase 1/2 study evaluating the safety and efficacy of DA-EPOCH-R with adjunctive ixazomib in aggressive MYC-aberrant NHL. For induction, patients received 6 cycles of DA-EPOCH-R with ixazomib administered twice per 21-day cycle; responders continued weekly ixazomib maintenance for up to 1 year. Primary objectives were to determine the maximum tolerated dose in phase 1 and efficacy of DA-EPOCH-R with ixazomib as measured by 12-month progression-free survival (PFS) rate in phase 2. Thirty-six patients were evaluable for response. Median age was 63 years (range, 31-77) and 44% had double-hit lymphoma (DHL)/triple-hit lymphoma (THL). In phase 1, 3 mg of ixazomib was established as recommended phase 2 dose. Twenty-nine (76.3%) patients completed 6 cycles of DA-EPOCH-R and 25 (65.8%) underwent dose escalations. The ORR after induction was 97% (95% confidence interval, 81-100) with a CR rate of 69%. At median follow-up of 18.8 months, the 12-month PFS and overall survival (OS) rates were 78% and 86%, respectively. For DHL/THL vs dual expressor lymphomas (DEL), 12-month PFS rates were 53% vs 95% and 12-month OS rates were 65% vs 100%, respectively. Grade ≥3 toxicities were predominantly hematologic. Twenty-seven (75%) of patients experienced neuropathy, nearly all low-grade. DA-EPOCH-R induction with adjunctive ixazomib is feasible and appears effective in patients with DEL. This trial was registered at www.clinicaltrials.gov as #NCT02481310.
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Affiliation(s)
- Reem Karmali
- Division of Hematology/Oncology, Northwestern University Feinberg School of Medicine, Chicago, IL
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL
| | - Carlos Galvez
- Division of Hematology/Oncology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Mehdi Hamadani
- Division of Hematology-Oncology, Medical College of Wisconsin, Milwaukee, WI
| | - Leo Gordon
- Division of Hematology/Oncology, Northwestern University Feinberg School of Medicine, Chicago, IL
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL
| | - Jane Winter
- Division of Hematology/Oncology, Northwestern University Feinberg School of Medicine, Chicago, IL
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL
| | - Shuo Ma
- Division of Hematology/Oncology, Northwestern University Feinberg School of Medicine, Chicago, IL
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL
| | - Valerie Nelson
- Division of Hematology/Oncology, Northwestern University Feinberg School of Medicine, Chicago, IL
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL
| | - Timothy S. Fenske
- Division of Hematology-Oncology, Medical College of Wisconsin, Milwaukee, WI
| | - Nirav N. Shah
- Division of Hematology-Oncology, Medical College of Wisconsin, Milwaukee, WI
| | - Deepa Jagadeesh
- Division of Hematology-Oncology, Cleveland Clinic, Cleveland, OH
| | - Andreas Klein
- Division of Hematology-Oncology, Tufts Medical Center, Boston, MA
| | - Irene Helenowski
- Department of Preventative Medicine-Biostatistics, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Ruohui Chen
- Department of Preventative Medicine-Biostatistics, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Xinlei Mi
- Department of Preventative Medicine-Biostatistics, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Adam Petrich
- Division of Hematology/Oncology, Northwestern University Feinberg School of Medicine, Chicago, IL
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL
- Daiichi-Sankyo, Basking Ridge, NJ
| | - Andrew M. Evens
- Division of Hematology-Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | - Barbara Pro
- Division of Hematology/Oncology, Northwestern University Feinberg School of Medicine, Chicago, IL
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL
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16
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Munoz J, Deshpande A, Rimsza L, Nowakowski GS, Kurzrock R. Navigating between Scylla and Charybdis: A roadmap to do better than Pola-RCHP in DLBCL. Cancer Treat Rev 2024; 124:102691. [PMID: 38310754 DOI: 10.1016/j.ctrv.2024.102691] [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: 10/24/2023] [Revised: 01/09/2024] [Accepted: 01/15/2024] [Indexed: 02/06/2024]
Abstract
In treating diffuse large B-cell lymphoma (DLBCL), oncologists have traditionally relied on the chemotherapy backbone of R-CHOP as standard of care. The two dangers that the hematologist must navigate between are the aggressive disease (Charybdis that in the absence of therapy systematically destroys all the ships) and the toxicity of the therapies (Scylla with its six monstrous heads that devours six crew members at a time), and hematologists have to navigate very carefully between both. Therefore, three different strategies were employed with the goal of improving cure rates: de-escalating regimens, escalating regimens, and replacement strategies. With a replacement strategy, a breakthrough in treatment was identified with polatuzumab vedotin (anti-CD79B antibody/drug conjugate) plus R-CHP. However, this regimen still did not achieve the elusive universal cure rate. Fortunately, advances in genomic and molecular technologies have allowed for an improved understanding of the heterogenous molecular nature of the disease to help develop and guide more targeted, precise, and individualized therapies. Additionally, new pharmaceutical technologies have led to the development of novel cellular therapies, such as chimeric antigen receptor (CAR) T-cell therapy, that could be more effective, while maintaining an acceptable safety profile. Thus, we aim to highlight the challenges of DLBCL therapy as well as the need to address therapeutic regimens eventually no longer tethered to a chemotherapy backbone. In the intersection of artificial intelligence and multi-omics (genomics, epigenomics, transcriptomics, proteomics, metabolomics), we propose the need to analyze multidimensional biologic datato launch a decisive attack against DLBCL in a targeted and individualized fashion.
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Affiliation(s)
- Javier Munoz
- Department of Hematology, Mayo Clinic Arizona, Phoenix, AZ, USA
| | | | - Lisa Rimsza
- Department of Pathology, Mayo Clinic Arizona, Phoenix, AZ, USA
| | - Grzegorz S Nowakowski
- Department of Internal Medicine, Division of Hematology, Mayo Clinic College of Medicine and Mayo Foundation, Rochester, MN, USA
| | - Razelle Kurzrock
- Medical College of Wisconsin, Milwaukee, WI, USA; WIN Consortium, Paris, France; University of Nebraska, Omaha, Nebraska, USA
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17
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Warnnissorn N, Kanitsap N, Niparuck P, Boonsakan P, Kulalert P, Limvorapitak W, Bhoopat L, Saengboon S, Suriyonplengsaeng C, Chantrathammachart P, Puavilai T, Chuncharunee S. Adding MYC/BCL2 double expression to NCCN-IPI may not improve prognostic value to an acceptable level. Blood Res 2024; 59:2. [PMID: 38485822 PMCID: PMC10903517 DOI: 10.1007/s44313-024-00006-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 01/10/2024] [Indexed: 03/18/2024] Open
Abstract
BACKGROUND MYC/BCL2 double expression (DE) is associated with poor prognosis in patients with diffuse large B-cell lymphoma (DLBCL) receiving rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisolone (R-CHOP). This study aimed to determine whether the addition of DE to the National Comprehensive Cancer Network Internal Prognostic Index (NCCN-IPI) could improve the prediction of disease progression in patients with DLBCL treated with R-CHOP. METHODS This confirmatory prognostic factor study retrospectively recruited patients with newly diagnosed DLBCL between January 1, 2014, and January 31, 2018, at Ramathibodi Hospital (RA) and Thammasat University Hospital (TU). The follow-up period ended on July 1, 2022. Tumors expressing MYC ≥ 40% and BCL2 ≥ 50% were classified as DE. We calculated the hazard ratios (HR) for progression-free survival (PFS) from the date of diagnosis to refractory disease, relapse, or death. Discrimination of the 5-year prediction was based on Cox models using Harrell's concordance index (c-index). RESULTS A total of 111 patients had DE (39%), NCCN-IPI (8%), and disease progression (46%). The NCCN-IPI adjusted HR of DE was 1.6 (95% confidence interval [CI]: 0.9-2.8; P = 0.117). The baseline NCCN-IPI c-index was 0.63. Adding DE to the NCCN-IPI slightly increased Harrell's concordance index (c-index) to 0.66 (P = 0.119). CONCLUSIONS Adding DE to the NCCN-IPI may not improve the prognostic value to an acceptable level in resource-limited settings. Multiple independent confirmatory studies from a large cohort of lymphoma registries have provided additional evidence for the clinical utility of DE.
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Affiliation(s)
- Naree Warnnissorn
- Department of Pathology, Faculty of Medicine, Thammasat University, Pathumthani, Thailand.
| | - Nonglak Kanitsap
- Division of Hematology, Department of Medicine, Faculty of Medicine, Thammasat University, Pathumthani, Thailand
| | - Pimjai Niparuck
- Division of Hematology, Department of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Paisarn Boonsakan
- Department of Pathology, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Prapasri Kulalert
- Department of Clinical Epidemiology, Faculty of Medicine, Thammasat University, Pathumthani, Thailand
| | - Wasithep Limvorapitak
- Division of Hematology, Department of Medicine, Faculty of Medicine, Thammasat University, Pathumthani, Thailand
| | - Lantarima Bhoopat
- Division of Hematology, Department of Medicine, Faculty of Medicine, Thammasat University, Pathumthani, Thailand
| | - Supawee Saengboon
- Division of Hematology, Department of Medicine, Faculty of Medicine, Thammasat University, Pathumthani, Thailand
| | | | - Pichika Chantrathammachart
- Division of Hematology, Department of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Teeraya Puavilai
- Division of Hematology, Department of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Suporn Chuncharunee
- Division of Hematology, Department of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
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Tavolara TE, Niazi MKK, Feldman AL, Jaye DL, Flowers C, Cooper LAD, Gurcan MN. Translating prognostic quantification of c-MYC and BCL2 from tissue microarrays to whole slide images in diffuse large B-cell lymphoma using deep learning. Diagn Pathol 2024; 19:17. [PMID: 38243330 PMCID: PMC10797911 DOI: 10.1186/s13000-023-01425-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 12/04/2023] [Indexed: 01/21/2024] Open
Abstract
BACKGROUND c-MYC and BCL2 positivity are important prognostic factors for diffuse large B-cell lymphoma. However, manual quantification is subject to significant intra- and inter-observer variability. We developed an automated method for quantification in whole-slide images of tissue sections where manual quantification requires evaluating large areas of tissue with possibly heterogeneous staining. We train this method using annotations of tumor positivity in smaller tissue microarray cores where expression and staining are more homogeneous and then translate this model to whole-slide images. METHODS Our method applies a technique called attention-based multiple instance learning to regress the proportion of c-MYC-positive and BCL2-positive tumor cells from pathologist-scored tissue microarray cores. This technique does not require annotation of individual cell nuclei and is trained instead on core-level annotations of percent tumor positivity. We translate this model to scoring of whole-slide images by tessellating the slide into smaller core-sized tissue regions and calculating an aggregate score. Our method was trained on a public tissue microarray dataset from Stanford and applied to whole-slide images from a geographically diverse multi-center cohort produced by the Lymphoma Epidemiology of Outcomes study. RESULTS In tissue microarrays, the automated method had Pearson correlations of 0.843 and 0.919 with pathologist scores for c-MYC and BCL2, respectively. When utilizing standard clinical thresholds, the sensitivity/specificity of our method was 0.743 / 0.963 for c-MYC and 0.938 / 0.951 for BCL2. For double-expressors, sensitivity and specificity were 0.720 and 0.974. When translated to the external WSI dataset scored by two pathologists, Pearson correlation was 0.753 & 0.883 for c-MYC and 0.749 & 0.765 for BCL2, and sensitivity/specificity was 0.857/0.991 & 0.706/0.930 for c-MYC, 0.856/0.719 & 0.855/0.690 for BCL2, and 0.890/1.00 & 0.598/0.952 for double-expressors. Survival analysis demonstrates that for progression-free survival, model-predicted TMA scores significantly stratify double-expressors and non double-expressors (p = 0.0345), whereas pathologist scores do not (p = 0.128). CONCLUSIONS We conclude that proportion of positive stains can be regressed using attention-based multiple instance learning, that these models generalize well to whole slide images, and that our models can provide non-inferior stratification of progression-free survival outcomes.
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Affiliation(s)
- Thomas E Tavolara
- Center for Artificial Intelligence Research, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
| | - M Khalid Khan Niazi
- Center for Artificial Intelligence Research, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Andrew L Feldman
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - David L Jaye
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Christopher Flowers
- Department of Lymphoma/Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Lee A D Cooper
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Metin N Gurcan
- Center for Artificial Intelligence Research, Wake Forest University School of Medicine, Winston-Salem, NC, USA
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Zhong Q, Chen H, Chen D, Qin Y, He X, Yang Y, Yang J, Liu P, Zhou S, Yang S, Zhou Y, Tang L, Chen C, Shi Y. Development and validation of a novel risk stratification model and a survival rate calculator for diffuse large B-cell lymphoma in the rituximab era: a multi-institutional cohort study. Ann Hematol 2024; 103:211-226. [PMID: 37861735 DOI: 10.1007/s00277-023-05491-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 09/30/2023] [Indexed: 10/21/2023]
Abstract
BACKGROUND This study aimed to develop and validate a novel risk stratification model and a web-based survival rate calculator to improve discriminative and predictive accuracy for diffuse large B-cell lymphoma (DLBCL) in the rituximab era. METHODS We retrospectively collected pre-treatment data from 873 primary DLBCL patients who received R-CHOP-based immunochemotherapy regimens at the Cancer Hospital, Chinese Academy of Medical Sciences, from January 1, 2005, to December 31, 2018. An independent cohort of 175 DLBCL patients from Fujian Cancer Hospital was used for external validation. FINDINGS Age, ECOG PS, number of extranodal sites, Ann Arbor stage, bulky disease, and LDH levels were screened to develop the nomogram and web-based survival rate calculator. The C-index of the nomogram in the training, internal validation, and external validation cohorts was 0.761, 0.758, and 0.768, respectively. The risk stratification model generated based on the nomogram effectively stratified patients into three distinct risk groups. K-M survival curves demonstrated that the novel risk stratification model exhibited a superior level of predictive accuracy compared to IPI, R-IPI, and NCCN-IPI both in training and two validation cohorts. Additionally, the area under the curve (AUC) value of the novel model (0.763) for predicting 5-year overall survival rates was higher than those of IPI (0.749), R-IPI (0.725), and NCCN-IPI (0.727) in the training cohort. Similar results were observed in both internal and external validation cohort. CONCLUSIONS In conclusion, we have successfully developed and validated a novel risk stratification model and a web-based survival rate calculator that demonstrated superior discriminative and predictive accuracy compared to IPI, R-IPI, and NCCN-IPI in the rituximab era.
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Affiliation(s)
- Qiaofeng Zhong
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
- Department of Medical Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fujian Provincial Key Laboratory of Translational Cancer Medicine, 420 Fuma Road, Fuzhou, 350014, China
- Interdisciplinary Institute for Medical Engineering, Fuzhou University, Fuzhou, China
| | - Haizhu Chen
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Daoguang Chen
- Department of Medical Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, 420 Fuma Road, Fuzhou, 350014, China
| | - Yan Qin
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Xiaohui He
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Yu Yang
- Department of Medical Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, 420 Fuma Road, Fuzhou, 350014, China
| | - Jianliang Yang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Peng Liu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Shengyu Zhou
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Sheng Yang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Yu Zhou
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Le Tang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Chuanben Chen
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, 420 Fuma Road, Fuzhou, 350014, China.
| | - Yuankai Shi
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study On Anticancer Molecular Targeted Drugs, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.
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20
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Abdelhamid TM, Gaber AA, Abdelfattah RM, Algamal DA, Hamdy O, Mohamed G. The significance of concurrent MYC and BCL2 expression in Egyptian patients with diffuse large B-cell NHL. Pathol Res Pract 2024; 253:154973. [PMID: 38101156 DOI: 10.1016/j.prp.2023.154973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2023] [Revised: 11/18/2023] [Accepted: 11/21/2023] [Indexed: 12/17/2023]
Abstract
This study aimed to investigate the frequency of MYC/BCL2 co-expression using immunohistochemistry (IHC) in Egyptian patients with diffuse large B-cell lymphoma (DLBCL) and its impact on treatment outcomes, overall survival (OS), and disease-free survival (DFS). A total of 100 adult patients with newly diagnosed DLBCL were included in the study and treated with the R-CHOP regimen. The cases were classified into germinal center B-cell (GCB) and non-germinal center B-cell (non-GCB) subtypes based on IHC. Our results showed that a subset of the studied cases didn't achieve complete remission (CR) after chemotherapy (22%). Co-expression of MYC and BCL2 was observed in 20% of the cases, with most of them belonging to the non-GCB subtype. The CR rate was significantly lower in the double-expressor (DE) group (45%), while no significant difference was observed in CR between the GCB and non-GCB cases. The DE group was associated with advanced stage, extra-nodal involvement, and high-risk R-International Prognostic Index (R-IPI). Both the non-DE and GCB groups demonstrated better DFS, while the non-DE group only showed better OS. Both non-DE status and GCB subtype were identified as independent factors affecting DFS. In conclusion, the concurrent expression of MYC and BCL2 in DLBCL indicates an inferior outcome and lower chemotherapy response. The current chemotherapeutic strategy has not effectively improved the outcomes of this aggressive lymphoma subtype. Therefore, the identification of these patients is crucial for selecting appropriate treatment options.
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Affiliation(s)
- Thoraya M Abdelhamid
- Medical Oncology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Ayman A Gaber
- Medical Oncology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Raafat M Abdelfattah
- Medical Oncology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Dina A Algamal
- Medical Oncology Department, Tanta Cancer Center, Tanta, Egypt
| | - Omar Hamdy
- Faculty of Engineering, Cairo University, Giza, Egypt
| | - Ghada Mohamed
- Department of Pathology, National Cancer Institute, Cairo University, Cairo, Egypt.
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21
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Zak T, Santana-Santos L, Gao J, Behdad A, Aqil B, Wolniak K, Lu X, Ji P, Chen Q, Chen YH, Karmali R, Sukhanova M. Prognostic significance of copy number gains of MYC detected by fluorescence in situ hybridization in large B-cell lymphoma. Leuk Lymphoma 2024; 65:26-36. [PMID: 37794791 DOI: 10.1080/10428194.2023.2264429] [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: 06/30/2023] [Accepted: 09/20/2023] [Indexed: 10/06/2023]
Abstract
The MYC protooncogene plays a critical role in many cellular processes. MYC translocations are recurrent in large B-cell lymphomas (LBCLs) where they exhibit a negative effect on survival. Gain of MYC copies is also frequently identified; however, there is no consensus on the frequency and prognostic significance of MYC copy gains. We collected FISH data for MYC with reflex testing for BCL2 and BCL6 and IHC results at diagnosis for a cohort of 396 de novo and transformed LBCL cases and compared progression-free (PFS) and overall survival (OS) to determine the prognostic impact of extra MYC copies. The prevalence of cases with MYC copy number gain was 20.9%. PFS was shorter for patients with ≥5 MYC copies compared to controls (p = 0.0005, HR = 2.25). .MYC gain trended towards worse OS; patients with ≥7MYC copies had worse OS (p = 0.013), similar to patients with MYC translocations. We propose that MYC gain represents a dose-dependent prognostic factor for LBCLs.
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Affiliation(s)
- Taylor Zak
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Lucas Santana-Santos
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Juehua Gao
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Amir Behdad
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Barina Aqil
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Kristy Wolniak
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Xinyan Lu
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Peng Ji
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Qing Chen
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Yi-Hua Chen
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Reem Karmali
- Department of Hematology and Oncology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Madina Sukhanova
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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22
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Ma W, Hong R, Lou P, Yao M, Wu S, Lin C, Wang C, Chang C, Cheng A, Kuo S. Improved outcomes of localized diffuse large B-cell lymphoma at the Waldeyer ring in comparison to the sinonasal area in the rituximab era. Cancer Med 2024; 13:e6851. [PMID: 38148602 PMCID: PMC10807621 DOI: 10.1002/cam4.6851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 11/28/2023] [Accepted: 12/10/2023] [Indexed: 12/28/2023] Open
Abstract
BACKGROUND Diffuse large B-cell lymphoma (DLBCL) of the head-and-neck area primarily involves the Waldeyer ring (WR) and sinonasal area (SN). However, the differential clinical outcomes between patients with WR-DLBCL and those with SN-DLBCL in the rituximab era remain unclear. METHODS To avoid confounding factors contributed by advanced DLBCL with WR and SN involvement, we assessed the clinical outcomes of patients with stage I/II WR-DLBCL and SN-DLBCL and compared them with those having corresponding stages of DLBCL in the lymph nodes but without other extranodal involvement (LN-DLBCL) in the same period. We compared the patients' clinical characteristics, treatment modalities, event-free survival (EFS), and overall survival (OS) among the three subgroups. RESULTS We analyzed 67, 15, and 106 patients with WR-DLBCL, SN-DLBCL, and LN-DLBCL, respectively, between January 2000 and December 2019. All patients received front-line rituximab-based regimens, and > 80% received rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisolone-based regimens. More patients with SN-DLBCL had revised International Prognostic Index (R-IPI) score 3 (27%) when compared with those with WR-DLBCL (7%) and those with LN-DLBCL (10%, p = 0.181). Patients with WR-DLBCL, LN-DLBCL, and SN-DLBCL had 5-year EFS and OS rates of 80.7%, 59.5%, and 41.9% (p = 0.021) and 83.7%, 70.8%, and 55.8% (p = 0.032), respectively. Compared to patients with LN-DLBCL, those with WR-DLBCL also had a significantly favorable 5-year EFS rate (p = 0.021) and 5-year OS rate (p = 0.023). Three of the 15 patients with SN-DLBCL experienced lymphoma recurrence in the brain after front-line treatment. In multivariate analyses, R-IPI scores of 1-2 and 3 served as significantly poor prognostic factors for patients with poor EFS and OS. CONCLUSIONS Compared to patients with LN-DLBCL, patients with WR-DLBCL receiving front-line rituximab-based treatments had favorable clinical outcomes; however, patients with SN-DLBCL had worse clinical outcomes. Further studies on molecular prognostic factors and treatment strategies for SN-DLBCL are warranted.
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Affiliation(s)
- Wei‐Li Ma
- Department of OncologyNational Taiwan University Hospital and National Taiwan University College of MedicineTaipei CityTaiwan
- Cancer Research CenterNational Taiwan University College of MedicineTaipei CityTaiwan
- Graduate Institute of OncologyNational Taiwan University College of MedicineTaipei CityTaiwan
| | - Ruey‐long Hong
- Department of OncologyNational Taiwan University Hospital and National Taiwan University College of MedicineTaipei CityTaiwan
- Department of Medical OncologyNational Taiwan University Cancer Center, National Taiwan University College of MedicineTaipei CityTaiwan
| | - Pei‐Jen Lou
- Department of OtolaryngologyNational Taiwan University Hospital and National Taiwan University College of MedicineTaipei CityTaiwan
| | - Ming Yao
- Department of Internal MedicineNational Taiwan University Hospital and National Taiwan University College of MedicineTaipei CityTaiwan
| | - Shang‐Ju Wu
- Department of Internal MedicineNational Taiwan University Hospital and National Taiwan University College of MedicineTaipei CityTaiwan
| | - Chung‐Wu Lin
- Department of PathologyNational Taiwan University Hospital and National Taiwan University College of MedicineTaipei CityTaiwan
- Department of Pathology and Laboratory MedicineKoo Foundation Sun Yat‐Sen Cancer CenterTaipei CityTaiwan
| | - Chun‐Wei Wang
- Department of OncologyNational Taiwan University Hospital and National Taiwan University College of MedicineTaipei CityTaiwan
- Cancer Research CenterNational Taiwan University College of MedicineTaipei CityTaiwan
| | - Chin‐Hao Chang
- Department of Medical ResearchNational Taiwan University Hospital and National Taiwan University College of MedicineTaipei CityTaiwan
| | - Ann‐Lii Cheng
- Department of OncologyNational Taiwan University Hospital and National Taiwan University College of MedicineTaipei CityTaiwan
- Graduate Institute of OncologyNational Taiwan University College of MedicineTaipei CityTaiwan
- Department of Medical OncologyNational Taiwan University Cancer Center, National Taiwan University College of MedicineTaipei CityTaiwan
- Department of Internal MedicineNational Taiwan University Hospital and National Taiwan University College of MedicineTaipei CityTaiwan
| | - Sung‐Hsin Kuo
- Department of OncologyNational Taiwan University Hospital and National Taiwan University College of MedicineTaipei CityTaiwan
- Cancer Research CenterNational Taiwan University College of MedicineTaipei CityTaiwan
- Graduate Institute of OncologyNational Taiwan University College of MedicineTaipei CityTaiwan
- Department of Radiation OncologyNational Taiwan University Cancer Center, National Taiwan University College of MedicineTaipei CityTaiwan
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23
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Landsburg DJ, Morrissette JJD, Nasta SD, Barta SK, Schuster SJ, Svoboda J, Chong EA, Bagg A. TP53 mutations predict for poor outcomes in patients with newly diagnosed aggressive B-cell lymphomas in the current era. Blood Adv 2023; 7:7243-7253. [PMID: 37851898 PMCID: PMC10698538 DOI: 10.1182/bloodadvances.2023011384] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 10/06/2023] [Accepted: 10/07/2023] [Indexed: 10/20/2023] Open
Abstract
Genetic subgroups of diffuse large B-cell lymphoma (DLBCL) have been identified through comprehensive genomic analysis; however, it is unclear whether this can be applied in clinical practice. We assessed whether mutations detected by clinical laboratory mutation analysis (CLMA) were predictive of outcomes in patients with newly diagnosed DLBCL/high-grade B-cell lymphoma (HGBL). Patients diagnosed from 2018 to 2022 whose biopsy samples were subjected to CLMA and who received rituximab plus cyclophosphamide, doxorubicin, vincristine, and prednisone or rituximab plus etoposide, prednisolone, vincristine, cyclophosphamide, and doxorubicin were analyzed for overall/complete response rate (ORR/CRR) and estimated progression-free/overall survival (PFS/OS). CLMA was successfully performed in 117 of 122 patient samples (96%), with a median turnaround time of 17 days. Median duration of follow-up was 31.3 months. Of the mutations detected in ≥10% of the samples, only TP53 was associated with both progression and death at 2 years. TP53 mutations were detected in 36% of tumors, and patients with TP53 mutations experienced significantly lower ORR (71% vs 90%; P = .009), CRR (55% vs 77%; P = .01), 2-year PFS (57% vs 77%; P = .006), 2-year OS (70% vs 91%; P = .001), and median OS after relapse (6.1 months vs not yet reached; P = .001) as than those without TP53 mutations. Furthermore, patients with TP53 loss-of-function (LOF) mutations experienced lower rates of 2-year PFS/OS than those with non-LOF mutations and inferior or near-inferior 2-year PFS if harboring high-risk clinicopathologic features. TP53 mutations identified through CLMA can predict for inferior outcomes in patients with newly diagnosed DLBCL/HGBL. Results of CLMA can be used in real time to inform prognosis and/or identify candidates for clinical trials.
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Affiliation(s)
- Daniel J. Landsburg
- Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Jennifer JD Morrissette
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA
| | - Sunita D. Nasta
- Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Stefan K. Barta
- Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Stephen J. Schuster
- Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Jakub Svoboda
- Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Elise A. Chong
- Lymphoma Program, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Adam Bagg
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA
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Wei R, Wu Y, Jiang S, Zhang A, Zhang L, Liu L, Wang Y, Zhang M, Mei H, Liu F, Xia L, Cui G, Fang J. Efficacy and safety of Orelabrutinib-based regimens in diffuse large B-cell lymphoma: a single-center retrospective analysis. Clin Exp Med 2023; 23:4609-4621. [PMID: 37925380 PMCID: PMC10725366 DOI: 10.1007/s10238-023-01231-w] [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: 07/24/2023] [Accepted: 10/24/2023] [Indexed: 11/06/2023]
Abstract
Currently, combining chemotherapy with Bruton tyrosine kinase inhibitors (BTKi) has demonstrated significant effectiveness in treating patients with diffuse large B-cell lymphoma. Orelabrutinib is a second-generation BTK inhibitor, and presently, there have been few reports of Orelabrutinib being used to treat DLBCL. We conducted a retrospective investigation to explore the safety and efficacy of Orelabrutinib in combination with chemotherapy or immunotherapy. The study comprised 19 patients with a median age of 61 years. The overall response rate (ORR) was 89.5% with a complete response (CR) rate of 73.7% and a partial response rate (PR) of 15.8%. The estimated 2-year overall survival (OS) and progression-free survival (PFS) rates were 78.6% (95%CI, 59.8%-100%) and 72.2% (95% CI, 52.4%-99.6%), respectively, with a median follow-up time of 11 months (range 2-24). The most prevalent grade 3 or 4 adverse events (AEs), neutropenia (52.6%), anemia (36.8%), thrombocytopenia (26.3%), febrile neutropenia (26.3%), and lung infection (10.5%), were the most common. Our results reveal that Orelabrutinib is an effective therapy for DLBCL patients. Furthermore, our first investigation of the Orelabrutinib application lays a foundation for larger retrospective studies.
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Affiliation(s)
- Ruowen Wei
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Yingying Wu
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Shan Jiang
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Ao Zhang
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Lu Zhang
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Ling Liu
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Yadan Wang
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Min Zhang
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Heng Mei
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Fang Liu
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Linghui Xia
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Guohui Cui
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China
| | - Jun Fang
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan, 430022, China.
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25
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Thanhakun R, Wudhikarn K, Bunworasate U, Rattanathammethee T, Norasetthada L, Kanya P, Chaloemwong J, Wongkhantee S, Phiphitaporn P, Chansung K, Jit-Ueakul D, Laoruangroj C, Prayongratana K, Wong P, Julamanee J, Lekhakula A, Chuncharunee S, Niparuck P, Kanitsap N, Makruasi N, Suwanban T, Praditsuktavorn P, Khuhapinant A, Intragumtornchai T. Endothelial activation and stress index as a prognostic factor of diffuse large B-cell lymphoma: the report from the nationwide multi-center Thai Lymphoma Study Group. Ann Hematol 2023; 102:3533-3541. [PMID: 37718327 DOI: 10.1007/s00277-023-05437-6] [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: 06/29/2023] [Accepted: 09/04/2023] [Indexed: 09/19/2023]
Abstract
Several prognostic models have been introduced to predict outcomes of patients with diffuse large B-cell lymphoma (DLBCL). Endothelial activation and stress index (EASIX) is a surrogate of endothelial dysfunction which has been shown to predict outcomes of patients with various hematologic malignancies. However, the prognostic implication of EASIX for DLBCL is limited and warrants exploration. We conducted a retrospective study enrolling adult DLBCL patients including a discovery cohort from the single-centered university hospital database and a validation cohort from the independent nationwide multi-center registry. EASIX scores were calculated using creatinine, lactate dehydrogenase, and platelet levels. The receiver operating characteristic curve analysis was used to determine optimal cutoff. Statistical analysis explored the impact of EASIX on survival outcomes. A total of 323 patients were included in the discovery cohort. The optimal EASIX cutoff was 1.07 stratifying patients into low (53.9%) and high EASIX (46.1%) groups. Patients with high EASIX had worse 2-year progression-free survival (PFS) (53.4% vs. 81.5%, p<0.001) and overall survival (OS) (64.4% vs. 88.7%, p<0.001) than patients with low EASIX. Multivariate analysis revealed that older age, bulky disease, impaired performance status, and high EASIX were associated with an unfavorable OS. In the validation cohort of 499 patients, the optimal EASIX cutoff was 1.04. Similar to the discovery cohort, high EASIX score was associated with high-risk diseases, worse PFS, and inferior OS. In conclusion, EASIX score was significantly associated with survival outcomes and may be used as a simple prognostic tool to better risk-classify DLBCL.
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Affiliation(s)
- Ronakrit Thanhakun
- Division of Hematology and Center of Excellence in Translational Hematology, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Kitsada Wudhikarn
- Division of Hematology and Center of Excellence in Translational Hematology, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand.
| | - Udomsak Bunworasate
- Division of Hematology and Center of Excellence in Translational Hematology, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | | | - Lalita Norasetthada
- Division of Hematology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Piyapong Kanya
- Division of Hematology, Chiang Rai Prachanukroh Hospital, Chiang Rai, Thailand
| | | | | | - Pisa Phiphitaporn
- Division of Hematology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Kanchana Chansung
- Division of Hematology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Dusit Jit-Ueakul
- Division of Hematology, Faculty of Medicine, Vajira Hospital, Navamindradhiraj University, Bangkok, Thailand
| | - Chonlada Laoruangroj
- Division of Hematology, Faculty of Medicine, Phramongkutklao Hospital and College of Medicine, Bangkok, Thailand
| | - Kannadit Prayongratana
- Division of Hematology, Faculty of Medicine, Phramongkutklao Hospital and College of Medicine, Bangkok, Thailand
| | - Peerapon Wong
- Division of Hematology, Faculty of Medicine, Naresuan University, Phitsanulok, Thailand
| | - Jakrawadee Julamanee
- Hematology Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Arnuparp Lekhakula
- Hematology Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Suporn Chuncharunee
- Division of Hematology, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Pimjai Niparuck
- Division of Hematology, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Nonglak Kanitsap
- Division of Hematology, Faculty of Medicine, Thammasart University, Bangkok, Thailand
| | - Nisa Makruasi
- Division of Hematology, Faculty of Medicine, Srinakharinwirot University, Nakhon Nayok, Thailand
| | - Tawatchai Suwanban
- Division of Hematology, Rajavithi Hospital, College of Medicine, Rangsit University, Bangkok, Thailand
| | | | - Archrob Khuhapinant
- Division of Hematology, Faculty of Medicine, Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Tanin Intragumtornchai
- Division of Hematology and Center of Excellence in Translational Hematology, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
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Su F, Lian K. Prognostic evaluation of system immune-inflammatory index and prognostic nutritional index in double expressor diffuse large B-cell lymphoma. Open Med (Wars) 2023; 18:20230819. [PMID: 37873542 PMCID: PMC10590612 DOI: 10.1515/med-2023-0819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 09/19/2023] [Accepted: 09/20/2023] [Indexed: 10/25/2023] Open
Abstract
Predicting MYC and BCL2 double-expressor lymphoma prognosis using the system immune-inflammatory index (SII) and prognostic nutritional index (PNI) (DEL). From January 2015 to December 2021, 281 diffuse large B-cell lymphoma (DLBCL) wax blocks were used to make tissue chips. Screening double expressor lymphoma (DEL) instances involved immunocytochemistry and fluorescence in situ hybridization. Academic analysis used clinicopathological characteristics and follow-up data. SII, PNI, and DEL prognosis were correlated using univariate and multivariate cox regression analysis. The median age of 78 DEL patients is 60 (range: 43-74). SII and PNI cut-off values of 603.5, 3.07, and 144 predict PFS and OS well. Lower SII is associated with longer PFS (HR for SII = 0.34, 95% CI 0.15-0.76, P = 0.006; HR for NLR = 0.46, 95% CI 0.22-0.99, P = 0.048; HR for PLR = 0.39, 95% CI 0.17-0.94, P = 0.025; LMR = 0.39, 95%, CI 0.17-0.94, P = 0.025) and OS (HR for SII = 0.16, 95% CI 0.05-0.51, P = 0.005; HR for PNI = 0.20, 95% CI 0.06-0.62, P = 0.002). SII and PNI are promising predictors for twofold expressor DLBCL. Combining these increase prediction accuracy.
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Affiliation(s)
- Fang Su
- Department of Epidemic, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, China
| | - Ke Lian
- Department of Oncology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, 030032, China
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Wang X, He J, He H, Shuai Y, Wang L, Li Y, Huang Y, Yu K, Zhao M, Xie T, Li D. Myc rearrangement and concurrent high protein expression of C-Myc/Bcl2 carry an adverse prognosis in diffuse large B-cell lymphoma. Ann Diagn Pathol 2023; 66:152165. [PMID: 37348414 DOI: 10.1016/j.anndiagpath.2023.152165] [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: 03/12/2023] [Revised: 05/16/2023] [Accepted: 05/17/2023] [Indexed: 06/24/2023]
Abstract
PURPOSE Diffuse large B-cell lymphoma (DLBCL) is a heterogeneous group of non-Hodgkin lymphoma, characterized by a variety of clinicopathological, histomorphological, immunophenotypic, and molecular genetic features. The subtype of DLBCL known as double-expressor lymphoma (DEL) is associated with an adverse prognosis when treated with R-CHOP. Our study aimed to investigate the clinicopathologic features of DEL and the prognostic roles of Myc rearrangement and C-Myc expression in DEL patients. PATIENTS AND METHODS We conducted a retrospective study of 145 patients who were identified through fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC) testing. RESULTS We found that DEL patients were more likely to have a non-germinal center B-cell (GCB) subtype, stage III/IV disease, and a high International Prognostic Index (IPI) score. Our survival analysis indicated that Myc rearrangement and C-Myc expression were associated with poor prognosis. Although DEL patients with Myc rearrangement exhibited trends towards worse survival compared with patients without Myc rearrangement, the differences were not statistically significant (P = 0.4008). The median overall survival (OS) of DEL patients with ≥70 % C-Myc expression (DEL-C-Mychigh) was 5 months. In the DEL-C-Mychigh group, the non-GCB subtype showed nonsignificant trends towards poorer survival compared with the GCB subtype (P = 0.1042). CONCLUSION In conclusion, our study shows that a cut-off of ≥70 % for C-Myc expression in DEL patients can improve risk stratification, and suggests that more intensive treatment regimens may be necessary to improve survival in this high-risk population.
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Affiliation(s)
- Xingyu Wang
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, The First Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Juan He
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, The First Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Hong He
- Department of Internal Medicine, The First Branch, The First Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Yuhan Shuai
- Laboratory of Neuropsycholinguistics, Chongqing Medical University, Chongqing, China
| | - Lixin Wang
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, The First Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Yuanxin Li
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, The First Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Ying Huang
- Department of Pathology, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Kuai Yu
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, The First Affiliated Hospital, Chongqing Medical University, Chongqing, China; Department of Pathology, The Yongchuan Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Min Zhao
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, The First Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Tao Xie
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, The First Affiliated Hospital, Chongqing Medical University, Chongqing, China; Department of Ultrasound, The Daxuecheng Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Dan Li
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, The First Affiliated Hospital, Chongqing Medical University, Chongqing, China.
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Travaini LL, Botta F, Derenzini E, Lo Presti G, Ferrari ME, Airò Farulla LS, Radice T, Mazzara S, Tarella C, Pileri S, Raimondi S, Ceci F. [ 18 F]-FDG PET radiomic model as prognostic biomarker in diffuse large B-cell lymphoma. Hematol Oncol 2023; 41:674-682. [PMID: 37209024 DOI: 10.1002/hon.3171] [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: 08/26/2022] [Revised: 03/13/2023] [Accepted: 04/21/2023] [Indexed: 05/21/2023]
Abstract
To evaluate the association between radiomic features (RFs) extracted from 18 F-FDG PET/CT (18 F-FDG-PET) with progression-free survival (PFS) and overall survival (OS) in diffuse large-B-cell lymphoma (DLBCL) patients eligible to first-line chemotherapy. DLBCL patients who underwent 18 F-FDG-PET prior to first-line chemotherapy were retrospectively analyzed. RFs were extracted from the lesion showing the highest uptake. A radiomic score to predict PFS and OS was obtained by multivariable Elastic Net Cox model. Radiomic univariate model, clinical and combined clinical-radiomic multivariable models to predict PFS and OS were obtained. 112 patients were analyzed. Median follow-up was 34.7 months (Inter-Quartile Range (IQR) 11.3-66.3 months) for PFS and 41.1 (IQR 18.4-68.9) for OS. Radiomic score resulted associated with PFS and OS (p < 0.001), outperforming conventional PET parameters. C-index (95% CI) for PFS prediction were 0.67 (0.58-0.76), 0.81 (0.75-0.88) and 0.84 (0.77-0.91) for clinical, radiomic and combined clinical-radiomic model, respectively. C-index for OS were 0.77 (0.66-0.89), 0.84 (0.76-0.91) and 0.90 (0.81-0.98). In the Kaplan-Meier analysis (low-IPI vs. high-IPI), the radiomic score was significant predictor of PFS (p < 0.001). The radiomic score was an independent prognostic biomarker of survival in DLBCL patients. The extraction of RFs from baseline 18 F-FDG-PET might be proposed in DLBCL to stratify high-risk versus low-risk patients of relapse after first-line therapy, especially in low-IPI patients.
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Affiliation(s)
| | - Francesca Botta
- Medical Physics Unit, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Enrico Derenzini
- Oncohematology Division, IEO European Institute of Oncology IRCCS, Milan, Italy
- Department of Health Sciences, University of Milan, Milan, Italy
| | - Giuliana Lo Presti
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | | | - Lighea Simona Airò Farulla
- Division of Nuclear Medicine, IEO European Institute of Oncology, IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Tommaso Radice
- Oncohematology Division, IEO European Institute of Oncology IRCCS, Milan, Italy
- Department of Health Sciences, University of Milan, Milan, Italy
| | - Saveria Mazzara
- Haemolymphopathology Division, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Corrado Tarella
- Oncohematology Division, IEO European Institute of Oncology IRCCS, Milan, Italy
- Department of Health Sciences, University of Milan, Milan, Italy
| | - Stefano Pileri
- Haemolymphopathology Division, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Sara Raimondi
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Francesco Ceci
- Division of Nuclear Medicine, IEO European Institute of Oncology, IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
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29
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Balikó A, Szakács Z, Kajtár B, Ritter Z, Gyenesei A, Farkas N, Kereskai L, Vályi-Nagy I, Alizadeh H, Pajor L. Clinicopathological analysis of diffuse large B-cell lymphoma using molecular biomarkers: a retrospective analysis from 7 Hungarian centers. Front Oncol 2023; 13:1224733. [PMID: 37746254 PMCID: PMC10514474 DOI: 10.3389/fonc.2023.1224733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 08/21/2023] [Indexed: 09/26/2023] Open
Abstract
Background The clinical and genetic heterogeneity of diffuse large B-cell lymphoma (DLBCL) presents distinct challenges in predicting response to therapy and overall prognosis. The main objective of this study was to assess the application of the immunohistochemistry- and interphase fluorescence in situ hybridization (FISH)-based molecular markers in the diagnosis of DLBCL and its prognostic value in patients treated with rituximab-based immunochemotherapy. Methods This is a multicenter, retrospective study, which analyzed data from 7 Hungarian hematology centers. Eligible patients were adults, had a histologically confirmed diagnosis of DLBCL, were treated with rituximab-based immunochemotherapy in the first line, and had available clinicopathological data including International Prognostic Index (IPI). On the specimens, immunohistochemistry and FISH methods were performed. Germinal center B-cell like (GCB) and non-GCB subtypes were classified by the Hans algorithm. Outcomes included overall survival (OS), event-free survival (EFS), and EFS at 2 years (EFS24). For survival analysis, we used Kaplan-Meier curves with the log-rank test and multivariate Cox regression. Results A total of 247 DLBCL cases were included. Cases were positive for MYC, BCL2, BCL6, and MUM1 expression in 52.1%, 66.2%, 72.6%, and 77.8%, respectively. BCL6 translocation, BCL2 gene copy number (GCN) gain, IGH::MYC translocation, MYC GCN gain, IGH::BCL2 translocation, and BCL6 GCN gain were detected in 21.4%, 14.1%, 7.3%, 1.8%, 7.3%, and 0.9%, respectively. At a median follow-up of 52 months, 140 patients (56.7%) had disease progression or relapse. The Kaplan-Meier estimate for EFS24 was 56.2% (CI: 50.4-62.8%). In univariate analysis, only IPI and BCL6 expression were significant predictors of both OS and EFS, whereas MUM1 predicted EFS only. In multivariate analysis, the IPI score was a significant independent negative, whereas MIB-1 and BCL6 protein expressions were significant independent positive predictors of both OS and EFS. Conclusion In our study, we found that only IPI, BCL6 protein expression and MIB-1 protein expression are independent predictors of survival outcomes in DLBCL. We did not find any difference in survival by GCB vs. non-GCB subtypes. These findings may improve prognostication in DLBCL and can contribute to designing further research in the area.
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Affiliation(s)
- Anett Balikó
- Tolna County Balassa János Hospital, Szekszárd, ;Hungary
- PhD Doctoral School – Interdisciplinary Medical Sciences (D93), Medical School, University of Pécs, Pécs, ;Hungary
| | - Zsolt Szakács
- First Department of Medicine, Medical School, University of Pécs, Pécs, ;Hungary
| | - Béla Kajtár
- Department of Pathology, Medical School, University of Pécs, Pécs, ;Hungary
| | - Zsombor Ritter
- Department of Medical Imaging, Medical School, University of Pécs, Pécs, ;Hungary
| | - Attila Gyenesei
- Szentágothai Research Centre, University of Pécs, Pécs, ;Hungary
| | - Nelli Farkas
- Institute of Bioanalysis, Medical School, University of Pécs, Pécs, ;Hungary
| | - László Kereskai
- Department of Pathology, Medical School, University of Pécs, Pécs, ;Hungary
| | - István Vályi-Nagy
- South-Pest Hospital Centre – National Institute for Infectology and Haematology, Budapest, ;Hungary
| | - Hussain Alizadeh
- First Department of Medicine, Medical School, University of Pécs, Pécs, ;Hungary
| | - László Pajor
- Department of Pathology, Medical School, University of Pécs, Pécs, ;Hungary
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30
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Wang Y, Liu D, Zhang X, Zhang M, Li S, Feng X, Dong M, Ma S, Qian S, Wang Z, Zhang Y, Wang P, Mei S, Chen Q. MYC overexpression but not MYC/BCL2 double expression predicts survival in bulky mass diffuse large B-cell lymphoma patients. Cancer Med 2023; 12:18568-18577. [PMID: 37641492 PMCID: PMC10557898 DOI: 10.1002/cam4.6463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 08/06/2023] [Indexed: 08/31/2023] Open
Abstract
PURPOSE The prognostic factors for diffuse large B-cell lymphoma (DLBCL) have been fully explored, but prognostic information for bulky mass DLBCL patients is limited. This study aimed to analyze the prognostic value of MYC protein expression and other biological parameters in bulky mass DLBCL patients. METHODS We defined a bulky mass as a maximum tumor diameter ≥7.5 cm and studied 227 patients with de novo bulky mass DLBCL. RESULTS In all patients with bulky mass DLBCL, the 1-year and 3-year OS rates were 72.7% and 57.1%, respectively, and the 1-year and 3-year PFS rates were 52.0% and 42.5%, respectively. The MYC overexpression group (n = 140) showed significantly worse overall survival (OS; p = 0.019) and progression-free survival (PFS; p = 0.001) than the non-MYC overexpression group (n = 87). Subgroup analyses demonstrated that the MYC overexpression group was associated with inferior OS and PFS in the subgroups with the International Prognostic Index score of 3-5 (OS: p = 0.011; PFS: p < 0.001), Ann Arbor stage 3-4 (OS: p = 0.014; PFS: p < 0.001) and GCB subtype (OS: p = 0.014; PFS: p = 0.010). Consolidation radiotherapy improved OS and PFS in patients with bulky mass DLBCL (OS: p = 0.008; PFS: p = 0.004) as well as in those with MYC overexpression (OS: p = 0.001; PFS: p = 0.001). The prognostic value of MYC overexpression was maintained in a multivariate model adjusted for the International Prognostic Index. CONCLUSION MYC overexpression is a poor predictor for bulky mass DLBCL patients. Consolidation radiotherapy for residual disease after induction therapy may improve outcomes for patients with bulky mass DLBCL.
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Affiliation(s)
- Yanjie Wang
- Department of Oncology, Henan Province Lymphoma Treatment CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Donglin Liu
- Department of Oncology, Henan Province Lymphoma Treatment CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Xudong Zhang
- Department of Oncology, Henan Province Lymphoma Treatment CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Mingzhi Zhang
- Department of Oncology, Henan Province Lymphoma Treatment CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Shenglei Li
- Department of PathologyThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Xiaoyan Feng
- Department of Oncology, Henan Province Lymphoma Treatment CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Meng Dong
- Department of Oncology, Henan Province Lymphoma Treatment CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Shanshan Ma
- Department of Oncology, Henan Province Lymphoma Treatment CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Siyu Qian
- Department of Oncology, Henan Province Lymphoma Treatment CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Zeyuan Wang
- Department of PathologyThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Yue Zhang
- Department of Oncology, Henan Province Lymphoma Treatment CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Pengyuan Wang
- Department of Medical OncologyXuchang Central HospitalXuchangChina
| | - Shuhao Mei
- Department of HematologyXuchang Central HospitalXuchangChina
| | - Qingjiang Chen
- Department of Oncology, Henan Province Lymphoma Treatment CenterThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
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Sung HJ, Kim D, Yoon DH, Cho H, Huh J, Suh CW, Go H. Clinicopathologic and genetic features of the starry-sky pattern in double-expressor diffuse large B-cell lymphoma. Hum Pathol 2023; 139:106-116. [PMID: 37517597 DOI: 10.1016/j.humpath.2023.07.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 07/24/2023] [Accepted: 07/24/2023] [Indexed: 08/01/2023]
Abstract
Double expressor lymphoma (DEL) is a subset of diffuse large B-cell lymphoma (DLBCL) characterized by the co-expression of MYC and BCL2 proteins with a poor prognosis. However, there are no standard criteria for evaluating the morphologic features of DEL. We aimed to analyze the prognostic value of the starry-sky pattern (SSP) and its correlation with clinicopathologic and genetic features in 153 DEL cases. The SSP was significantly associated with aggressive parameters, including c-MYC overexpression, CD5 expression, higher IPI, and age-adjusted IPI. In the univariate survival analyses, the presence of SSP was associated with unfavorable progression-free survival (PFS) (p = 0.040), and tended towards an adverse overall survival (OS) (p = 0.061). However, when c-MYC was overexpressed, SSP was significantly correlated with inferior OS (p = 0.019). In the multivariate survival analysis, SSP was also associated with poor PFS (p = 0.048). Additionally, next-generation sequencing data revealed SSP was significantly associated with the KMT2D mutation and had different genetic mutation profiles from non-SSP. In conclusion, SSP may represent morphologic characteristics of aggressiveness in DEL.
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Affiliation(s)
- Hyun-Jung Sung
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, South Korea
| | - Deokhoon Kim
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, South Korea
| | - Dok-Hyun Yoon
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, South Korea
| | - Hyungwoo Cho
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, South Korea
| | - Jooryung Huh
- Department of Pathology, Green Cross Laboratories, Yongin, Gyeonggi, 16924, South Korea
| | - Cheol-Won Suh
- Department of Pathology, Green Cross Laboratories, Yongin, Gyeonggi, 16924, South Korea
| | - Heounjeong Go
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, South Korea.
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Shirouchi Y, Nishimura N, Mishima Y, Ishihara Y, Asai H, Tamba M, Hirano M, Hirano K, Teramoto Y, Yoshida K, Takeuchi K, Terauchi T, Maruyama D. Prognostic value of post-treatment serum soluble interleukin-2 receptor in newly diagnosed diffuse large B-cell lymphoma patients who achieved complete metabolic response following R-CHOP therapy. Sci Rep 2023; 13:13713. [PMID: 37608029 PMCID: PMC10444791 DOI: 10.1038/s41598-023-40026-7] [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: 05/29/2023] [Accepted: 08/03/2023] [Indexed: 08/24/2023] Open
Abstract
Patients with DLBCL achieving complete metabolic response (CMR) after initial treatment with R-CHOP generally have a favourable prognosis; however, there are no established prognostic biomarkers for relapse in these patients. Soluble interleukin-2 receptor (sIL-2R) levels at diagnosis are prognostic factors in patients with DLBCL. However, the significance of post-treatment sIL-2R levels is unclear. To determine the significance of post-treatment serum sIL-2R levels on subsequent relapse and survival, we retrospectively analysed 485 patients with newly diagnosed DLBCL who received R-CHOP treatment and achieved CMR. The cumulative incidence of relapse (CIR) was significantly higher in patients with elevated post-treatment sIL-2R levels than in those with normal sIL-2R levels (five-year CIR; 38.8% vs. 12.8%). The prognostic value remained significant in multivariable analysis (hazard ratio, 2.30; p < 0.001). Five-year progression-free survival (49.0% vs. 83.5%) and overall survival (61.7% vs. 91.6%) rates were lower in patients with elevated post-treatment sIL-2R levels than in those with normal sIL-2R levels (p < 0.001 for both). In patients with newly diagnosed DLBCL who achieved CMR after R-CHOP treatment, the post-treatment serum sIL-2R level was an independent prognostic marker of subsequent relapse and survival.
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Affiliation(s)
- Yuko Shirouchi
- Department of Hematology Oncology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31Ariake, Koto, Tokyo, Japan
| | - Noriko Nishimura
- Department of Hematology Oncology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31Ariake, Koto, Tokyo, Japan
| | - Yuko Mishima
- Department of Hematology Oncology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31Ariake, Koto, Tokyo, Japan
| | - Yuko Ishihara
- Department of Hematology Oncology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31Ariake, Koto, Tokyo, Japan
| | - Hiroaki Asai
- Department of Hematology Oncology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31Ariake, Koto, Tokyo, Japan
| | - Mikako Tamba
- Department of Hematology Oncology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31Ariake, Koto, Tokyo, Japan
| | - Mitsuhito Hirano
- Department of Hematology Oncology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31Ariake, Koto, Tokyo, Japan
| | - Kei Hirano
- Department of Hematology Oncology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31Ariake, Koto, Tokyo, Japan
| | - Yukako Teramoto
- Department of Hematology Oncology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31Ariake, Koto, Tokyo, Japan
| | - Kikuaki Yoshida
- Department of Hematology Oncology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31Ariake, Koto, Tokyo, Japan
| | - Kengo Takeuchi
- Division of Pathology, The Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
- Pathology Project for Molecular Targets, The Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
- Department of Pathology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Takashi Terauchi
- Department of Nuclear Medicine, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Dai Maruyama
- Department of Hematology Oncology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31Ariake, Koto, Tokyo, Japan.
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Lu T, Zhang J, Xu-Monette ZY, Young KH. The progress of novel strategies on immune-based therapy in relapsed or refractory diffuse large B-cell lymphoma. Exp Hematol Oncol 2023; 12:72. [PMID: 37580826 PMCID: PMC10424456 DOI: 10.1186/s40164-023-00432-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 07/30/2023] [Indexed: 08/16/2023] Open
Abstract
Diffuse large B-cell lymphoma (DLBCL) can be cured with standard front-line immunochemotherapy, whereas nearly 30-40% of patients experience refractory or relapse. For several decades, the standard treatment strategy for fit relapsed/refractory (R/R) DLBCL patients has been high-dose chemotherapy followed by autologous hematopoietic stem cell transplant (auto-SCT). However, the patients who failed in salvage treatment or those ineligible for subsequent auto-SCT have dismal outcomes. Several immune-based therapies have been developed, including monoclonal antibodies, antibody-drug conjugates, bispecific T-cell engaging antibodies, chimeric antigen receptor T-cells, immune checkpoint inhibitors, and novel small molecules. Meanwhile, allogeneic SCT and radiotherapy are still necessary for disease control for fit patients with certain conditions. In this review, to expand clinical treatment options, we summarize the recent progress of immune-related therapies and prospect the future indirections in patients with R/R DLBCL.
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Affiliation(s)
- Tingxun Lu
- Department of Oncology, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu Province, 214122, China
- Division of Hematopathology, Department of Pathology, Duke University School of Medicine, Durham, NC, 27710, USA
| | - Jie Zhang
- Department of Oncology, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu Province, 214122, China
| | - Zijun Y Xu-Monette
- Division of Hematopathology, Department of Pathology, Duke University School of Medicine, Durham, NC, 27710, USA
- Duke Cancer Institute, Durham, NC, 27710, USA
| | - Ken H Young
- Division of Hematopathology, Department of Pathology, Duke University School of Medicine, Durham, NC, 27710, USA.
- Duke Cancer Institute, Durham, NC, 27710, USA.
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34
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Shi Q, He Y, Yi H, Mu R, Jiang X, Fu D, Dong L, Qin W, Xu P, Cheng S, Song Q, Chen S, Wang L, Zhao W. Positron emission tomography-adapted therapy in low-risk diffuse large B-cell lymphoma: results of a randomized, phase III, non-inferiority trial. Cancer Commun (Lond) 2023; 43:896-908. [PMID: 37403255 PMCID: PMC10397561 DOI: 10.1002/cac2.12462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 05/17/2023] [Accepted: 06/27/2023] [Indexed: 07/06/2023] Open
Abstract
BACKGROUND The current standard of care for non-bulky diffuse large B-cell lymphoma (DLBCL) patients with an International Prognostic Index (IPI) of 0 is four cycles of rituximab plus cyclophosphamide, doxorubicin, vincristine and prednisone (R-CHOP) but whether the same efficacy can be achieved with reduced chemotherapy regimen of four cycles for non-bulky DLBCL patients with an IPI of 1 remains unclear. This study compared four cycles versus six cycles of chemotherapy in non-bulky low-risk DLBCL patients with negative interim positron emission tomography with computed tomography (PET-CT, Deauville 1-3), irrespective of age and other IPI risk factors (IPI 0-1). METHODS This was an open-label, randomized, phase III, non-inferiority trial. Patients aged 14-75 years with newly diagnosed low-risk DLBCL, according to IPI, achieving PET-CT confirmed complete response (CR) after four cycles of R-CHOP were randomized (1:1) between four cycles of rituximab (4R-CHOP+4R arm) or two cycles of R-CHOP plus two cycles of rituximab (6R-CHOP+2R arm). The primary endpoint was 2-year progression-free survival (PFS), conducted in the intention-to-treat population. Safety was assessed in patients with at least one cycle of assigned treatment. The non-inferiority margin was -8%. RESULTS A total of 287 patients were included in the intention-to-treat analysis, the median follow-up was 47.3 months, and the 2-year PFS rate was 95% (95% confidence interval [CI], 92% to 99%) and 94% (95% CI, 91% to 98%) for the 4R-CHOP+4R and 6R-CHOP+2R arm. The absolute difference in 2-year PFS between the two arms was 1% (95% CI, -5% to 7%), supporting the non-inferiority of 4R-CHOP+4R. Grade 3-4 neutropenia was lower in the last four cycles of rituximab alone in the 4R-CHOP+4R arm (16.7% versus 76.9%), with decreased risk of febrile neutropenia (0.0% versus 8.4%) and infection (2.1% versus 14.0%). CONCLUSIONS For newly diagnosed low-risk DLBCL patients, interim PET-CT after four cycles of R-CHOP was effective in identifying patients with Deauville 1-3 who would have a good response and Deauville 4-5 patients who might have high-risk biological features or develop resistance. Reducing the standard six cycles to four cycles of chemotherapy had comparable clinical efficacy and fewer adverse events in low-risk, non-bulky DLBCL with interim PET-CT confirmed CR.
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Affiliation(s)
- Qing Shi
- State Key Laboratory of Medical GenomicsNational Research Center for Translational Medicine at ShanghaiShanghai Institute of HematologyRuijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiP. R. China
| | - Yang He
- State Key Laboratory of Medical GenomicsNational Research Center for Translational Medicine at ShanghaiShanghai Institute of HematologyRuijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiP. R. China
| | - Hong‐Mei Yi
- Department of PathologyRuijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiP. R. China
| | - Rong‐Ji Mu
- Clinical Research InstituteShanghai Jiao Tong University School of MedicineShanghaiP. R. China
| | - Xu‐Feng Jiang
- Department of Nuclear MedicineRuijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiP. R. China
| | - Di Fu
- State Key Laboratory of Medical GenomicsNational Research Center for Translational Medicine at ShanghaiShanghai Institute of HematologyRuijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiP. R. China
| | - Lei Dong
- Department of PathologyRuijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiP. R. China
| | - Wei Qin
- State Key Laboratory of Medical GenomicsNational Research Center for Translational Medicine at ShanghaiShanghai Institute of HematologyRuijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiP. R. China
| | - Peng‐Peng Xu
- State Key Laboratory of Medical GenomicsNational Research Center for Translational Medicine at ShanghaiShanghai Institute of HematologyRuijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiP. R. China
| | - Shu Cheng
- State Key Laboratory of Medical GenomicsNational Research Center for Translational Medicine at ShanghaiShanghai Institute of HematologyRuijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiP. R. China
| | - Qi Song
- Department of RadiologyRuijin Hospital affiliated to Shanghai Jiao Tong University School of MedicineShanghaiP. R. China
| | - Sai‐Juan Chen
- State Key Laboratory of Medical GenomicsNational Research Center for Translational Medicine at ShanghaiShanghai Institute of HematologyRuijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiP. R. China
- Laboratory of Molecular PathologyPôle de Recherches Sino‐Français en Science du Vivant et GénomiqueShanghaiChina
| | - Li Wang
- State Key Laboratory of Medical GenomicsNational Research Center for Translational Medicine at ShanghaiShanghai Institute of HematologyRuijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiP. R. China
- Laboratory of Molecular PathologyPôle de Recherches Sino‐Français en Science du Vivant et GénomiqueShanghaiChina
| | - Wei‐Li Zhao
- State Key Laboratory of Medical GenomicsNational Research Center for Translational Medicine at ShanghaiShanghai Institute of HematologyRuijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiP. R. China
- Laboratory of Molecular PathologyPôle de Recherches Sino‐Français en Science du Vivant et GénomiqueShanghaiChina
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Bellizzi AM. p53 as Exemplar Next-Generation Immunohistochemical Marker: A Molecularly Informed, Pattern-Based Approach, Methodological Considerations, and Pan-Cancer Diagnostic Applications. Appl Immunohistochem Mol Morphol 2023; 31:507-530. [PMID: 37471633 DOI: 10.1097/pai.0000000000001144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 06/22/2023] [Indexed: 07/22/2023]
Abstract
This review is based on a webinar I presented for the International Society for Immunohistochemistry and Molecular Morphology (ISIMM) in February 2022. It is intended that all ISIMM webinars will ultimately be published in AIMM as review articles. This work is also dedicated to Clive Taylor, who has deeply impacted my career. It presents a molecularly informed, pattern-based approach to p53 immunohistochemistry interpretation, methodological considerations (ie, antibody selection, optimization, validation, controls, and external quality assessment), and pan-cancer diagnostic applications, including those drawn from gastrointestinal, genitourinary, gynecological, neuroendocrine, hematologic, and neuropathology. It intends to prove the thesis statement that p53 is an exemplar next-generation immunohistochemical marker "born" ahead of its time.
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Affiliation(s)
- Andrew M Bellizzi
- Department of Pathology, University of Iowa Hospitals and Clinics and Carver College of Medicine, Iowa City, IA
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36
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Shouse G, Kaempf A, Gordon MJ, Artz A, Yashar D, Sigmund AM, Smilnak G, Bair SM, Mian A, Fitzgerald LA, Bajwa A, Jaglowski S, Bailey N, Shadman M, Patel K, Stephens DM, Kamdar M, Hill BT, Gauthier J, Karmali R, Nastoupil LJ, Kittai AS, Danilov AV. A validated composite comorbidity index predicts outcomes of CAR T-cell therapy in patients with diffuse large B-cell lymphoma. Blood Adv 2023; 7:3516-3529. [PMID: 36735393 PMCID: PMC10362276 DOI: 10.1182/bloodadvances.2022009309] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 12/23/2022] [Accepted: 01/15/2023] [Indexed: 02/04/2023] Open
Abstract
Chimeric antigen receptor T-cell therapy (CART) has extended survival of patients with relapsed/refractory diffuse large B-cell lymphoma (DLBCL). However, limited durability of response and prevalent toxicities remain problematic. Identifying patients who are at high risk of disease progression, toxicity, and death would inform treatment decisions. Although the cumulative illness rating scale (CIRS) has been shown to correlate with survival in B-cell malignancies, no prognostic score has been independently validated in CART recipients. We retrospectively identified 577 patients with relapsed/refractory DLBCL indicated for CART at 9 academic centers to form a learning cohort (LC). Random survival forest modeling of overall survival (OS) and progression-free survival (PFS) was performed to determine the most influential CIRS organ systems and severity grades. The presence of a severe comorbidity (CIRS score ≥ 3) in the respiratory, upper gastrointestinal, hepatic, or renal system, herein termed "Severe4," had the greatest impact on post-CART survival. Controlling for other prognostic factors (number of prior therapies, Eastern Cooperative Oncology Group performance status, BCL6 translocation, and molecular subtype), Severe4 was strongly associated with shorter PFS and OS in the LC and in an independent single-center validation cohort (VC). Severe4 was also a significant predictor of grade ≥3 cytokine release syndrome in the LC, while maintaining this trend in the VC. Thus, our results indicate that adverse outcomes for patients with DLBCL meant to receive CART can be predicted using a simplified CIRS-derived comorbidity index.
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Affiliation(s)
- Geoffrey Shouse
- Division of Lymphoma, Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA
| | - Andy Kaempf
- Biostatistics Shared Resource, Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Max J. Gordon
- Department of Lymphoma, MD Anderson Cancer Center, Houston, TX
| | - Andy Artz
- Division of Lymphoma, Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA
| | - David Yashar
- Division of Lymphoma, Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA
| | - Audrey M. Sigmund
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH
| | - Gordon Smilnak
- Division of Hematology/Oncology, Northwestern University, Chicago, IL
| | - Steven M. Bair
- University of Colorado Cancer Center, University of Colorado, Aurora, CO
| | - Agrima Mian
- Department of Hematology and Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH
| | | | - Amneet Bajwa
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH
| | - Samantha Jaglowski
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH
| | - Neil Bailey
- Center for Blood Disorders and Cellular Therapy, Swedish Cancer Institute, Seattle, WA
| | - Mazyar Shadman
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Krish Patel
- Center for Blood Disorders and Cellular Therapy, Swedish Cancer Institute, Seattle, WA
| | | | - Manali Kamdar
- University of Colorado Cancer Center, University of Colorado, Aurora, CO
| | - Brian T. Hill
- Department of Hematology and Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH
| | - Jordan Gauthier
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Reem Karmali
- Division of Hematology/Oncology, Northwestern University, Chicago, IL
| | | | - Adam S. Kittai
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH
| | - Alexey V. Danilov
- Division of Lymphoma, Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA
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Chan JY, Somasundaram N, Grigoropoulos N, Lim F, Poon ML, Jeyasekharan A, Yeoh KW, Tan D, Lenz G, Ong CK, Lim ST. Evolving therapeutic landscape of diffuse large B-cell lymphoma: challenges and aspirations. Discov Oncol 2023; 14:132. [PMID: 37466782 PMCID: PMC10361453 DOI: 10.1007/s12672-023-00754-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 07/13/2023] [Indexed: 07/20/2023] Open
Abstract
Diffuse large B-cell lymphoma (DLBCL) represents the commonest subtype of non-Hodgkin lymphoma and encompasses a group of diverse disease entities, each harboring unique molecular and clinico-pathological features. The understanding of the molecular landscape of DLBCL has improved significantly over the past decade, highlighting unique genomic subtypes with implications on targeted therapy. At the same time, several new treatment modalities have been recently approved both in the frontline and relapsed settings, ending a dearth of negative clinical trials that plagued the past decade. Despite that, in the real-world setting, issues like drug accessibility, reimbursement policies, physician and patient preference, as well as questions regarding optimal sequencing of treatment options present difficulties and challenges in day-to-day oncology practice. Here, we review the recent advances in the therapeutic armamentarium of DLBCL and discuss implications on the practice landscape, with a particular emphasis on the context of the healthcare system in Singapore.
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Affiliation(s)
- Jason Yongsheng Chan
- Division of Medical Oncology, National Cancer Centre Singapore, 30 Hospital Blvd, Singapore, 168583, Singapore.
- Cancer and Stem Cell Biology, Duke-NUS Medical School, National Cancer Centre Singapore, 8 College Road, Singapore, 169857, Singapore.
| | - Nagavalli Somasundaram
- Division of Medical Oncology, National Cancer Centre Singapore, 30 Hospital Blvd, Singapore, 168583, Singapore
- Cancer and Stem Cell Biology, Duke-NUS Medical School, National Cancer Centre Singapore, 8 College Road, Singapore, 169857, Singapore
| | - Nicholas Grigoropoulos
- Cancer and Stem Cell Biology, Duke-NUS Medical School, National Cancer Centre Singapore, 8 College Road, Singapore, 169857, Singapore
- Department of Haematology, Singapore General Hospital, Singapore, Singapore
| | - Francesca Lim
- Cancer and Stem Cell Biology, Duke-NUS Medical School, National Cancer Centre Singapore, 8 College Road, Singapore, 169857, Singapore
- Department of Haematology, Singapore General Hospital, Singapore, Singapore
| | - Michelle Limei Poon
- Department of Haematology, National University Cancer Institute, Singapore, Singapore
| | - Anand Jeyasekharan
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
- Department of Haematology-Oncology, National University Cancer Institute, Singapore, Singapore
| | - Kheng Wei Yeoh
- Cancer and Stem Cell Biology, Duke-NUS Medical School, National Cancer Centre Singapore, 8 College Road, Singapore, 169857, Singapore
- Division of Radiation Oncology, National University Cancer Institute, Singapore, Singapore
| | - Daryl Tan
- Mount Elizabeth Novena Hospital, Singapore, Singapore
| | - Georg Lenz
- Department of Medicine A, Department of Hematology, Oncology and Pneumology, University Hospital Münster, Münster, Germany
| | - Choon Kiat Ong
- Cancer and Stem Cell Biology, Duke-NUS Medical School, National Cancer Centre Singapore, 8 College Road, Singapore, 169857, Singapore.
- Lymphoma Genomic Translational Research Laboratory, Cellular and Molecular Research, National Cancer Centre Singapore, Singapore, Singapore.
| | - Soon Thye Lim
- Division of Medical Oncology, National Cancer Centre Singapore, 30 Hospital Blvd, Singapore, 168583, Singapore.
- Cancer and Stem Cell Biology, Duke-NUS Medical School, National Cancer Centre Singapore, 8 College Road, Singapore, 169857, Singapore.
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Yuan T, Chen X, Zhang Y, Wei M, Zhu H, Yang Z, Wang X. A novel prognostic index for diffuse large B-cell lymphoma combined baseline metabolic tumour volume with clinical and pathological risk factors. Nucl Med Commun 2023; 44:622-630. [PMID: 37114393 DOI: 10.1097/mnm.0000000000001701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/29/2023]
Abstract
OBJECTIVES This study aimed to develop a novel prognostic index integrating baseline metabolic tumour volume (MTV) along with clinical and pathological parameters for diffuse large B-cell lymphoma (DLBCL). METHODS This prospective trial enrolled 289 patients with newly diagnosed DLBCL. The predictive value of novel prognostic index was compared with Ann Arbor staging and National Comprehensive Cancer Network International Prognostic Index (NCCN-IPI). We used the concordance index (C-index) and a calibration curve to determine its predictive capacity. RESULTS Multivariate analysis revealed high MTV (>191 cm 3 ), Ann Arbor stage (III-IV) and MYC/BCL2 double expression lymphoma (DEL) to be independently associated with inferior progression-free survival (PFS) and overall survival (OS). Ann Arbor stage and DEL could be stratified by MTV. Our index, combining MTV with Ann Arbor stage and DEL status, identified four prognostic groups: group 1 (no risk factors,), group 2 (one risk factor), group 3 (two risk factors), and group 4 (three risk factors). The 2-year PFS rates were 85.5, 73.9, 53.6, and 13.9%; 2-year OS rates were 94.6, 87.0, 67.5, and 24.2%, respectively. The C-index values of the novel index were 0.697 and 0.753 for PFS and OS prediction, which was superior to Ann Arbor stage and NCCN-IPI. CONCLUSION The novel index including tumour burden and clinicopathological features may help predict outcome of DLBCL (clinicaltrials.gov identifier: NCT02928861).
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Affiliation(s)
- Tingting Yuan
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute
- Department of Nuclear Medicine, Peking University International Hospital, Beijing, China
| | - Xuetao Chen
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute
| | - Yuewei Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute
| | - Maomao Wei
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute
| | - Hua Zhu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute
| | - Zhi Yang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute
| | - Xuejuan Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute
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Perrone G, Rigacci L, Urru S, Kovalchuk S, Brugia M, Fabbri A, Iovino L, Puccini B, Cencini E, Orciuolo E, Birtolo S, Melosi A, Santini S, Landini I, Roviello G, Santi R, Macciotta A, Ricceri F, Bosi A, Bocchia M, Petrini M, Mini E, Nobili S. Exploratory Genome-Wide Association Analysis to Identify Pharmacogenetic Determinants of Response to R-CHOP in Diffuse Large B-Cell Lymphoma. Cancers (Basel) 2023; 15:2753. [PMID: 37345090 DOI: 10.3390/cancers15102753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 05/05/2023] [Accepted: 05/07/2023] [Indexed: 06/23/2023] Open
Abstract
R-CHOP standard chemotherapy is successful in about 60% of diffuse large B-cell lymphoma (DLBCL) patients. Unresponsive patients have a poor prognosis, and predictive biomarkers of response to R-CHOP are lacking. We conducted the first prospective GWAS study aimed at exploring constitutional biomarkers predictive of R-CHOP efficacy and toxicity. Overall, 216 any-stage chemonaïve DLBCL patients candidate to R-CHOP were enrolled. The median age of the 185 eligible patients was 59.2 years, 49.7% were women and 45.4% were stage I-II patients. According to the Revised International Prognostic Index (R-IPI), 14.1%, 56.8% and 29.2% were in the very good, good and poor prognosis groups, respectively. Of the patients, 85.9% produced a complete response. Highly significant associations (i.e., p < 5 × 10-8) were found between progression-free survival (PFS) and six SNPs (i.e., rs116665727, rs1607795, rs75614943, rs77241831, rs117500207, rs78466241). Additionally, five SNPs (i.e., rs74832512, rs117500207, rs35789195, rs11721010, rs12356569) were highly associated with overall survival (OS). Wild-type patients showed a prolonged PFS or OS compared with patients carrying deleterious alleles (p < 0.001). No association with the adequate significant threshold was observed between SNPs and the objective response or toxicity. In the future, these SNPs, alone or in combination, after a proper validation in an independent cohort, could contribute to improving the prediction of R-CHOP response.
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Affiliation(s)
- Gabriele Perrone
- Department of Health Sciences, University of Florence, 50139 Florence, Italy
- DENOTHE Excellence Center, University of Florence, 50139 Florence, Italy
| | - Luigi Rigacci
- Research Unit of Hematology, Department of Medicine and Surgery, Campus Biomedico University, 00128 Roma, Italy
| | - Sara Urru
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35128 Padova, Italy
| | - Sofya Kovalchuk
- Unit of Hematology, Careggi University-Hospital, 50134 Florence, Italy
- Department of Experimental and Clinical Medicine, University of Florence, 50134 Florence, Italy
| | - Marco Brugia
- Unit of Medical Oncology, Careggi University-Hospital, 50134 Florence, Italy
| | - Alberto Fabbri
- Unit of Hematology, Azienda Ospedaliera Universitaria Senese, University of Siena, 53100 Siena, Italy
| | - Lorenzo Iovino
- Unit of Hematology, Santa Chiara University Hospital, University of Pisa, 56100 Pisa, Italy
| | - Benedetta Puccini
- Unit of Hematology, Careggi University-Hospital, 50134 Florence, Italy
| | - Emanuele Cencini
- Unit of Hematology, Azienda Ospedaliera Universitaria Senese, University of Siena, 53100 Siena, Italy
| | - Enrico Orciuolo
- Unit of Hematology, Santa Chiara University Hospital, University of Pisa, 56100 Pisa, Italy
| | - Silvia Birtolo
- Unit of Hematology, Ospedale SS. Cosma e Damiano, 51017 Pescia, Italy
| | | | - Simone Santini
- ASL Toscana Centro, Department of Oncology, Oncohematology Unit, Santo Stefano Hospital, 59100 Prato, Italy
| | - Ida Landini
- Department of Health Sciences, University of Florence, 50139 Florence, Italy
- DENOTHE Excellence Center, University of Florence, 50139 Florence, Italy
| | - Giandomenico Roviello
- Department of Health Sciences, University of Florence, 50139 Florence, Italy
- DENOTHE Excellence Center, University of Florence, 50139 Florence, Italy
| | - Raffaella Santi
- Department of Health Sciences, University of Florence, 50139 Florence, Italy
| | - Alessandra Macciotta
- Department of Clinical and Biological Sciences, University of Turin, 10043 Turin, Italy
| | - Fulvio Ricceri
- Department of Clinical and Biological Sciences, University of Turin, 10043 Turin, Italy
| | - Alberto Bosi
- Unit of Hematology, Careggi University-Hospital, 50134 Florence, Italy
- Department of Experimental and Clinical Medicine, University of Florence, 50134 Florence, Italy
| | - Monica Bocchia
- Unit of Hematology, Azienda Ospedaliera Universitaria Senese, University of Siena, 53100 Siena, Italy
| | - Mario Petrini
- Unit of Hematology, Santa Chiara University Hospital, University of Pisa, 56100 Pisa, Italy
| | - Enrico Mini
- Department of Health Sciences, University of Florence, 50139 Florence, Italy
- DENOTHE Excellence Center, University of Florence, 50139 Florence, Italy
| | - Stefania Nobili
- DENOTHE Excellence Center, University of Florence, 50139 Florence, Italy
- Department of Neuroscience, Psychology, Drug Research and Child Health-NEUROFARBA, University of Florence, 50139 Florence, Italy
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Hoppe MM, Jaynes P, Shuangyi F, Peng Y, Sridhar S, Hoang PM, Liu CX, De Mel S, Poon L, Chan EHL, Lee J, Ong CK, Tang T, Lim ST, Nagarajan C, Grigoropoulos NF, Tan SY, Hue SSS, Chang ST, Chuang SS, Li S, Khoury JD, Choi H, Harris C, Bottos A, Gay LJ, Runge HF, Moutsopoulos I, Mohorianu I, Hodson DJ, Farinha P, Mottok A, Scott DW, Pitt JJ, Chen J, Kumar G, Kannan K, Chng WJ, Chee YL, Ng SB, Tripodo C, Jeyasekharan AD. Patterns of Oncogene Coexpression at Single-Cell Resolution Influence Survival in Lymphoma. Cancer Discov 2023; 13:1144-1163. [PMID: 37071673 PMCID: PMC10157367 DOI: 10.1158/2159-8290.cd-22-0998] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 12/29/2022] [Accepted: 02/13/2023] [Indexed: 04/19/2023]
Abstract
Cancers often overexpress multiple clinically relevant oncogenes, but it is not known if combinations of oncogenes in cellular subpopulations within a cancer influence clinical outcomes. Using quantitative multispectral imaging of the prognostically relevant oncogenes MYC, BCL2, and BCL6 in diffuse large B-cell lymphoma (DLBCL), we show that the percentage of cells with a unique combination MYC+BCL2+BCL6- (M+2+6-) consistently predicts survival across four independent cohorts (n = 449), an effect not observed with other combinations including M+2+6+. We show that the M+2+6- percentage can be mathematically derived from quantitative measurements of the individual oncogenes and correlates with survival in IHC (n = 316) and gene expression (n = 2,521) datasets. Comparative bulk/single-cell transcriptomic analyses of DLBCL samples and MYC/BCL2/BCL6-transformed primary B cells identify molecular features, including cyclin D2 and PI3K/AKT as candidate regulators of M+2+6- unfavorable biology. Similar analyses evaluating oncogenic combinations at single-cell resolution in other cancers may facilitate an understanding of cancer evolution and therapy resistance. SIGNIFICANCE Using single-cell-resolved multiplexed imaging, we show that selected subpopulations of cells expressing specific combinations of oncogenes influence clinical outcomes in lymphoma. We describe a probabilistic metric for the estimation of cellular oncogenic coexpression from IHC or bulk transcriptomes, with possible implications for prognostication and therapeutic target discovery in cancer. This article is highlighted in the In This Issue feature, p. 1027.
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Affiliation(s)
- Michal Marek Hoppe
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Patrick Jaynes
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Fan Shuangyi
- Department of Pathology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Yanfen Peng
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Shruti Sridhar
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Phuong Mai Hoang
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Clementine Xin Liu
- Department of Haematology-Oncology, National University Health System, Singapore, Singapore
| | - Sanjay De Mel
- Department of Haematology-Oncology, National University Health System, Singapore, Singapore
- NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Limei Poon
- Department of Haematology-Oncology, National University Health System, Singapore, Singapore
- NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Esther Hian Li Chan
- Department of Haematology-Oncology, National University Health System, Singapore, Singapore
- NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Joanne Lee
- Department of Haematology-Oncology, National University Health System, Singapore, Singapore
- NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Choon Kiat Ong
- Division of Cellular and Molecular Research, National Cancer Centre Singapore, Singapore, Singapore
| | - Tiffany Tang
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore
| | - Soon Thye Lim
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore
| | | | | | - Soo-Yong Tan
- Department of Pathology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Susan Swee-Shan Hue
- Department of Pathology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Sheng-Tsung Chang
- Department of Pathology, Chi-Mei Medical Center, Tainan City, Taiwan
| | - Shih-Sung Chuang
- Department of Pathology, Chi-Mei Medical Center, Tainan City, Taiwan
| | - Shaoying Li
- Department of Hematopathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Joseph D. Khoury
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, Nebraska
| | - Hyungwon Choi
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Carl Harris
- F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | | | - Laura J. Gay
- Wellcome MRC Cambridge Stem Cell Institute, Cambridge, United Kingdom
| | | | | | - Irina Mohorianu
- Wellcome MRC Cambridge Stem Cell Institute, Cambridge, United Kingdom
| | - Daniel J. Hodson
- Wellcome MRC Cambridge Stem Cell Institute, Cambridge, United Kingdom
| | | | - Anja Mottok
- BC Cancer Research Centre, Vancouver, Canada
| | | | - Jason J. Pitt
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
- NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore
| | - Jinmiao Chen
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
| | - Gayatri Kumar
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Kasthuri Kannan
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Wee Joo Chng
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
- NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Yen Lin Chee
- Department of Haematology-Oncology, National University Health System, Singapore, Singapore
- NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Siok-Bian Ng
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
- Department of Pathology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Claudio Tripodo
- Tumor Immunology Unit, University of Palermo, Palermo, Italy
- IFOM ETS – The AIRC Institute of Molecular Oncology, Milan, Italy
| | - Anand D. Jeyasekharan
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
- Department of Haematology-Oncology, National University Health System, Singapore, Singapore
- NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
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Qin Y, Qiu T, Xie Z, Chen X, Liu P, Yang J, He X, Gui L, Zhou S, Jiang H, Zhang C, Yang S, Tang L, Shi Y. MYD88 L265P and MYD88 other variants show different molecular characteristics and prognostic significance in diffuse large B-cell lymphoma. J Cancer Res Clin Oncol 2023:10.1007/s00432-023-04714-1. [PMID: 37093346 PMCID: PMC10374827 DOI: 10.1007/s00432-023-04714-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 03/18/2023] [Indexed: 04/25/2023]
Abstract
PURPOSE This study aims to investigate the clinical and molecular differences between diffuse large B-cell lymphoma (DLBCL) patients with MYD88L265P and MYD88other. METHODS DLBCL patients with MYD88 variations were collected from the Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College (CHCAMS), and Suzhou Municipal Hospital from February 6th, 2007 to May 20th, 2022. Clinicopathological parameters and treatment outcomes between MYD88L265P and MYD88other were investigated. RESULTS A total of 132 patients with MYD88 variations from a cohort of 475 DLBCL patients were included, among which, 78 were MYD88L265P, while 54 were MYD88other. MYD88L265P was more common in non-GCB subtype than MYD88other (83% vs. 60%, P = 0.004). Besides, MYD88L265P was significantly related to higher proportion of testicle/ central nervous system involvement (31% vs. 6%, P < 0.001), PIM1 mutation (71% vs. 39%, P < 0.001), and PIM1 hypermutation (28% vs. 11%, P = 0.018), compared with MYD88other. Compared with MYD88L265P, MYD88other were more likely to have higher percentage of advanced stage (60% vs. 42%, P = 0.044), extranodal site ≥ 2 (45% vs. 28%, P = 0.044), elevated LDH (55% vs. 35%, P = 0.033), positive CD10 expression (36% vs. 16%, P = 0.009), BCL-6 translocation (20% vs. 8%, P = 0.033), and NOTCH pathway gene alteration (24% vs. 13%, P = 0.040). In non-GCB DLBCL subtype, patients with MYD88other were significantly associated with worse progression free survival (PFS) than those with MYD88L265P when treated initially with R-CHOP/R-CHOP-like regimen (P = 0.010). CONCLUSION The findings of this study indicate that DLBCL patients with MYD88L265P and MYD88other are likely to be two subgroups with different clinical and molecular characteristics. The survival of patients with MYD88other is not superior than those with MYD88L265P, even poorer when focusing on the non-GCB subtype.
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Affiliation(s)
- Yan Qin
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, 100021, China
| | - Tian Qiu
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100021, China
| | - Zucheng Xie
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, 100021, China
| | - Xinrui Chen
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, 100021, China
| | - Peng Liu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, 100021, China
| | - Jianliang Yang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, 100021, China
| | - Xiaohui He
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, 100021, China
| | - Lin Gui
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, 100021, China
| | - Shengyu Zhou
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, 100021, China
| | - Hongxin Jiang
- Department of Medical Oncology, Suzhou Municipal Hospital, Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, 215001, China
| | - Changgong Zhang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, 100021, China
| | - Sheng Yang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, 100021, China
| | - Le Tang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, 100021, China
| | - Yuankai Shi
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted Drugs, Beijing, 100021, China.
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Wang HY, Yang FC, Yang CF, Liu YC, Ko PS, Li CJ, Tsai CK, Chung YL, Chen NJ. Surface TREM2 on circulating M-MDSCs as a novel prognostic factor for adults with treatment-naïve diffuse large B-cell lymphoma. Exp Hematol Oncol 2023; 12:35. [PMID: 37029450 PMCID: PMC10080769 DOI: 10.1186/s40164-023-00399-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 03/27/2023] [Indexed: 04/09/2023] Open
Abstract
INTRODUCTION Circulating monocytic myeloid-derived suppressive cells (M-MDSCs) are implicated as a poor prognostic factor and cause CAR T-cell failure in diffuse large B-cell lymphoma (DLBCL). Triggering receptors expressed on myeloid cells 2 (TREM2) are a transmembrane glycoprotein that polarize macrophages to anti-inflammation phenotype but have never been explored on M-MDSCs. This study aims to elucidate the expression and clinical impact of surface TREM2 on circulating M-MDSCs derived from DLBCL adults. METHODS This prospective, observational study enrolled 100 adults with newly diagnosed and treatment-naïve DLBCL from May 2019 to October 2021. Human circulating M-MDSCs were obtained from freshly isolated peripheral blood, and each patient's surface-TREM2 level on M-MDSCs was normalized via a healthy control at the same performance of flow-cytometry analysis. Murine MDSCs derived from bone marrow (BM-MDSCs) were adopted to assess the link between Trem2 and cytotoxic T lymphocytes. RESULTS More circulating M-MDSCs at diagnosis of DLBCL predicted worse progression-free (PFS) and overall survival (OS). Patients with higher IPI scores, bone marrow involvement, or lower absolute counts of CD4+ or CD8+ T cells in PB had significantly higher normalized TREM2 levels on M-MDSCs. Additionally, normalized TREM2 levels on M-MDSCs could be grouped into low (< 2%), medium (2-44%), or high (> 44%) levels, and a high normalized TREM2 level on M-MDSCs was proven as an independent prognostic factor for both PFS and OS via multivariate Cox regression analysis and associated with worst PFS and OS. Interestingly, normalized levels of surface TREM2 on M-MDSCs were negatively associated with absolute counts of PB CD8+ T cells and positively correlated with levels of intracellular arginase 1 (ARG1) within M-MDSCs. Wild-type BM-MDSCs had significantly higher mRNA levels of Arg1 and showed more prominent ability to suppress the proliferation of co-cultured CD8+ T cells than BM-MDSCs from Trem2 knockout mice, and the suppressive ability could be impaired by adding Arg1 inhibitors (CB1158) or supplementing L-arginine. CONCLUSION In treatment-naïve DLBCL adults, a high surface-TREM2 level on circulating M-MDSCs is a poor prognostic factor for both PFS and OS and warrants further investigation for its potential as a novel target in immunotherapy.
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Affiliation(s)
- Hao-Yuan Wang
- Division of Hematology and Oncology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Program in Molecular Medicine, School of Life Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Fu-Chen Yang
- Institute of Microbiology and Immunology, School of Life Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Ching-Fen Yang
- Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Yao-Chung Liu
- Division of Hematology and Oncology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Po-Shen Ko
- Division of Hematology and Oncology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chien-Jung Li
- Institute of Microbiology and Immunology, School of Life Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chun-Kuang Tsai
- Division of Hematology and Oncology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yi-Lin Chung
- Institute of Genome Sciences, School of Life Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Nien-Jung Chen
- Program in Molecular Medicine, School of Life Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan.
- Institute of Microbiology and Immunology, School of Life Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan.
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Ananthamurthy A. An immunohistochemical study of double-expressor lymphomas and its correlation with cell of origin. J Cancer Res Ther 2023; 19:S0. [PMID: 37147953 DOI: 10.4103/jcrt.jcrt_587_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
Background Diffuse large B cell Lymphomas (DLBCL) that co express C MYC and BCL 2 are known as 'double expressor lymphomas' and are believed to have a worse prognosis than other diffuse large B cell lymphomas. This was a study to assess the frequency of double expressor lymphomas in our cohort of DLBCL. Aims and Objectives The aims of this study were to assess the frequency of double expression of C MYC and BCL 2 in cases of DLBCL and to correlate the same with clinicopathological parameters including cell of origin, namely germinal centre type versus non germinal centre type. Materials and Methods This was a retrospective observational study Immunostaining for MYC antibody and BCL2 were performed using the standard polymer/DAB technique. 40% for MYC and 50% for BCL2 were taken as cut off values.Chi square analysis was used to compare the variables, and a p value of less than 0.05 was taken as statistically significant. Results Of 40 cases studied, 11 (27.5%) were double expressors. There was no significant correlation of double expression with gender, site (nodal versus extra nodal), cell of origin namely germinal centre/non germinal centre types and Ki67 index when compared to the other group which did not show double expression. Conclusions Immunohistochemistry is a useful technique to detect double expressor lymphomas which are known to have an aggressive course. Cell of origin did not show significant correlation with double expression in our study.
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Kirkegaard MK, Minderman M, Sjö LD, Pals ST, Eriksen PRG, Heegaard S. Prevalence and prognostic value of MYD88 and CD79B mutations in ocular adnexal large B-cell lymphoma: a reclassification of ocular adnexal large B-cell lymphoma. Br J Ophthalmol 2023; 107:576-581. [PMID: 34706861 DOI: 10.1136/bjophthalmol-2021-319580] [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: 05/02/2021] [Accepted: 10/10/2021] [Indexed: 11/04/2022]
Abstract
AIMS To (1) reclassify ocular adnexal large B-cell lymphomas (OA-LBCLs) per 2016 WHO lymphoma classification and (2) determine the prevalence of MYD88 and CD79B mutations and their association with clinical parameters among OA-LBCLs. METHODS This study is a retrospective analysis of all OA-LBCLs diagnosed in Denmark between 1980 and 2018. Medical records and tissue samples were retrieved. Thirty-four OA-LBCLs were included. Fluorescence in situ hybridisation and Epstein-Barr-encoded RNA in situ hybridisation were used for the reclassification. Mutational status was established by allele-specific PCR and confirmed by Sanger sequencing. Primary endpoints were overall survival, disease-specific survival (DSS) and progression-free survival (PFS). RESULTS Two LBCL subtypes were identified: diffuse large B-cell lymphoma (DLBCL) (27 of 32; 84%) and high-grade B-cell lymphoma (HGBL) with MYC and BCL2 and/or BCL6 rearrangements (5 of 32; 16%). cMYC/BCL2 double-expressor DLBCLs had a poorer DSS than non-double-expressor DLBCLs (5-year DSS, 25% vs 78%) (HR 0.23; 95% CI 0.06 to 0.85; p=0.014). MYD88 mutations were present in 10 (29%) of 34 lymphomas and carried a poorer PFS than wild-type cases (5-year PFS, 0% vs 43%) (HR 0.78; 95% CI 0.61 to 0.98; p=0.039). CD79B mutations were present in 3 (9%) of 34 cases. CONCLUSION OA-LBCL consists mainly of two subtypes: DLBCL and HGBL with MYC and BCL2 and/or BCL6 rearrangements. MYD88 mutations are important drivers of OA-LBCL. MYD88 mutations, as well as cMYC/BCL2 double-expressor DLBCL, appear to be associated with a poor prognosis. Implementing MYD88 mutational analysis in routine diagnostics may improve OA-LBCL prognostication.
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Affiliation(s)
| | - Marthe Minderman
- Department of Pathology, Amsterdam University Medical Centers loc. AMC, Amsterdam, The Netherlands
| | - Lene Dissing Sjö
- Department of Pathology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Steven T Pals
- Department of Pathology, Amsterdam University Medical Centers loc. AMC, Amsterdam, The Netherlands
- Department of Pathology, Lymphoma and Myeloma Center Amsterdam-LYMMCARE, Amsterdam, The Netherlands
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Patrick R G Eriksen
- Department of Otorhinolaryngology, Head and Neck Surgery & Audiology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Steffen Heegaard
- Department of Pathology, Eye Section, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
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Tian J, Wang J, Li S. Advances in the treatment of solid tumors in children and adolescents. CANCER INNOVATION 2023; 2:131-139. [PMID: 38090056 PMCID: PMC10686120 DOI: 10.1002/cai2.66] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 03/09/2023] [Accepted: 03/13/2023] [Indexed: 05/07/2024]
Abstract
Tumor is one of the leading causes of death in children (0 to 14-year-old) and adolescents (15 to 19-year-old) worldwide. Unlike adult tumors, childhood and adolescent tumors are unique in their type, molecular characteristics, and pathogenesis, and their treatment involves many challenges. In recent years, with the development of a large number of clinical studies, the survival rate of children and adolescents with tumors has improved significantly. The extensive research and application of optimized treatment regimens and new targeted drugs have led to new hope for the treatment of childhood and adolescent tumors. This article reviews the clinical and basic research and treatment of childhood and adolescent tumors and provides new ideas for the future development of precise treatment of childhood and adolescent tumors.
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Affiliation(s)
- Jing Tian
- Beijing Key Laboratory of Pediatric Hematology Oncology, Key Laboratory of Major Diseases in Children, National Key Discipline of Pediatrics (Capital Medical University), Ministry of Education, Beijing Children's Hospital, Hematology Center, National Center for Children's Health Capital Medical University Beijing China
| | - Jiayu Wang
- Beijing Key Laboratory of Pediatric Hematology Oncology, Key Laboratory of Major Diseases in Children, National Key Discipline of Pediatrics (Capital Medical University), Ministry of Education, Beijing Children's Hospital, Hematology Center, National Center for Children's Health Capital Medical University Beijing China
| | - Sidan Li
- Department of Medical Oncology, National Cancer Center, National Clinical Research Center for Cancer, Cancer Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Beijing China
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Wu Z, Wang C, Lyu Y, Lin Z, Lu M, Wang S, Wang B, Yang N, Li Y, Wang J, Duan X, Zhang N, Gao J, Zhang Y, Hao M, Wang Z, Gao G, Liang R. A novel inflammation-related prognostic model for predicting the overall survival of primary central nervous system lymphoma: A real-world data analysis. Front Oncol 2023; 13:1104425. [PMID: 37056341 PMCID: PMC10086228 DOI: 10.3389/fonc.2023.1104425] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 03/17/2023] [Indexed: 03/30/2023] Open
Abstract
BackgroundPrimary central nervous system lymphoma (PCNSL) is a type of extranodal non-Hodgkin lymphoma. Although there are widely used prognostic scores, their accuracy and practicality are insufficient. Thus, a novel prognostic prediction model was developed for risk stratification of PCNSL patients in our research.MethodsWe retrospectively collected 122 patients with PCNSL from two medical centers in China from January 2010 to June 2022. Among them, 72 patients were used as the development cohort to construct a new model, and 50 patients were used for the validation. Then, by using univariate and multivariate Cox regression analsis and Lasso analysis, the Xijing model was developed and composed of four variables, including lesion number, β2-microglobulin (β2-MG), systemic inflammation response index (SIRI) and Karnofsky performance status (KPS). Finally, we evaluated the Xijing model through internal and external validation.ResultsCompared with the original prognostic scores, the Xijing model has an overall improvement in predicting the prognosis of PCNSL according to the time-dependent area under the curve (AUC), Harrell’s concordance index (C-index), decision curve analysis (DCA), integrated discrimination improvement (IDI) and continuous net reclassification index (NRI). For overall survival (OS) and progression-free survival (PFS), the Xijing model can divide PCNSL patients into three groups, and shows more accurate stratification ability. In addition, the Xijing model can still stratify and predict prognosis similarly better in the elderly with PCNSL and subgroups received high-dose methotrexate (HD-MTX) or Bruton’s tyrosine kinase inhibitors (BTKi). Finally, external validation confirmed the above results.ConclusionsIntegrating four prognostic factors, including imaging findings, tumor burden, systemic inflammation response index, and comprehensive physical condition, we provided a novel prognostic model for PCNSL based on real-world data and evaluated its predictive capacity.
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Affiliation(s)
- Zhentian Wu
- Department of Hematology, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Chenyi Wang
- Department of Geriatrics, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Yao Lyu
- Department of Hematology, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Zheshen Lin
- Department of Hematology, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Ming Lu
- Department of Hematology, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Shixiong Wang
- Department of Hematology, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Bingxuan Wang
- Department of Hematology, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Na Yang
- Department of Hematology, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Yeye Li
- Department of Hematology, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Jianhong Wang
- Department of Hematology, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Xiaohui Duan
- Department of Hematology, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Na Zhang
- Department of Hematology, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Jing Gao
- Department of Hematology, Tangdu Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Yuan Zhang
- Department of Respiratory, Tangdu Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Miaowang Hao
- Department of Hematology, Tangdu Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Zhe Wang
- Department of Pathology, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Guangxun Gao
- Department of Hematology, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
| | - Rong Liang
- Department of Hematology, Xijing Hospital, Air Force Medical University, Xi’an, Shaanxi, China
- *Correspondence: Rong Liang,
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Koviazin AK, Filatova LV, Zyuzgin IS, Artemyeva AS, Poliatskin IL, Burda DS, Volchenkov SA, Elkhova SS, Semiglazova TY. The significance of upfront autologous stem cell transplantation for high-intermediate/high-risk stage IV diffuse large B-cell lymphoma. Cancer Rep (Hoboken) 2023; 6:e1786. [PMID: 36855295 PMCID: PMC10075296 DOI: 10.1002/cnr2.1786] [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: 08/31/2022] [Revised: 12/03/2022] [Accepted: 12/31/2022] [Indexed: 03/02/2023] Open
Abstract
BACKGROUND Diffuse large B-cell lymphoma (DLBCL) is the most common (30%-35%) type of B-cell lymphoma. Only about 60% of all newly diagnosed advanced-stage DLBCL can be completely treated with x6 R-CHOP. High-dose chemotherapy (HDCT) followed by autologous hematopoietic stem cell transplantation in the first remission (upfront auto-HSCT) can serve as an option to improve a prognosis in these patients. AIMS This trial aimed to improve prognosis in DLBCL by upfront auto-HSCT. METHODS AND RESULTS A group of 105 patients: DLBCL NOS, age 18-65, stage IV, IPI ≥2, CR/PR after x6 R-CHOP/DA-EPOCH-R from 2010 to 2019 at NMRC of Oncology named after N.N.Petrov of MoH of Russia was retrospectively analyzed. The HSCT group included patients with upfront HDCT followed by auto-HSCT (n = 35). The control group included patients with non-invasive follow-up after induction (n = 70). Primary endpoint was progression-free survival (PFS). Secondary endpoints were overall survival (OS), response rate and relapse rate. The 3-year OS (p = .013) and 3-year PFS (p = .033) were significantly higher in the HSCT group. The 3-year OS was decreased by the occurrence of relapse (p ≤ .001) and weight loss (B-symptom) (p = .04). DEL was the negative prognostic factor for 3-year PFS in all patients (p = .001) and control group (p = .001). DA-EPOCH-R significantly increased the 3-year PFS (p = .041). CONCLUSION Upfront HDCT followed by auto-HSCT can increase 3-year OS and PFS and improve prognosis in DLBCL NOS, age 18-65, stage IV, IPI ≥2 patients.
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Affiliation(s)
- Aleksei K Koviazin
- Department of Hematology and Chemotherapy with Intensive Care Unit, NMRC of Oncology n.a. N.N.Petrov of MoH of Russia, Federal State Budgetary Institution "Petrov National Medical Cancer Research Centre" of the Ministry of Health of the Russian Federation, Saint-Petersburg, Russian Federation.,Department of Innovative Methods in Therapeutic Oncology and Rehabilitation, NMRC of Oncology n.a. N.N.Petrov of MoH of Russia, Federal State Budgetary Institution "Petrov National Medical Cancer Research Centre" of the Ministry of Health of the Russian Federation, Saint-Petersburg, Russian Federation
| | - Larisa V Filatova
- Department of Hematology and Chemotherapy with Intensive Care Unit, NMRC of Oncology n.a. N.N.Petrov of MoH of Russia, Federal State Budgetary Institution "Petrov National Medical Cancer Research Centre" of the Ministry of Health of the Russian Federation, Saint-Petersburg, Russian Federation.,Department of Innovative Methods in Therapeutic Oncology and Rehabilitation, NMRC of Oncology n.a. N.N.Petrov of MoH of Russia, Federal State Budgetary Institution "Petrov National Medical Cancer Research Centre" of the Ministry of Health of the Russian Federation, Saint-Petersburg, Russian Federation.,Department of Oncology, Federal State Budgetary Educational Institution of Higher Education "North-Western State Medical University named after I.I. Mechnikov" of the Ministry of Health of the Russian Federation, Saint-Petersburg, Russian Federation
| | - Ilia S Zyuzgin
- Department of Hematology and Chemotherapy with Intensive Care Unit, NMRC of Oncology n.a. N.N.Petrov of MoH of Russia, Federal State Budgetary Institution "Petrov National Medical Cancer Research Centre" of the Ministry of Health of the Russian Federation, Saint-Petersburg, Russian Federation
| | - Anna S Artemyeva
- Laboratory of Tumor Morphology, Federal State Budgetary Institution "Petrov National Medical Cancer Research Centre" of the Ministry of Health of the Russian Federation, Saint-Petersburg, Russian Federation
| | - Ilia L Poliatskin
- Laboratory of Tumor Morphology, Federal State Budgetary Institution "Petrov National Medical Cancer Research Centre" of the Ministry of Health of the Russian Federation, Saint-Petersburg, Russian Federation
| | - Darya S Burda
- Laboratory of Tumor Morphology, Federal State Budgetary Institution "Petrov National Medical Cancer Research Centre" of the Ministry of Health of the Russian Federation, Saint-Petersburg, Russian Federation
| | - Stanislav A Volchenkov
- Department of Hematology and Chemotherapy with Intensive Care Unit, NMRC of Oncology n.a. N.N.Petrov of MoH of Russia, Federal State Budgetary Institution "Petrov National Medical Cancer Research Centre" of the Ministry of Health of the Russian Federation, Saint-Petersburg, Russian Federation
| | - Svetlana S Elkhova
- Department of Hematology and Chemotherapy with Intensive Care Unit, NMRC of Oncology n.a. N.N.Petrov of MoH of Russia, Federal State Budgetary Institution "Petrov National Medical Cancer Research Centre" of the Ministry of Health of the Russian Federation, Saint-Petersburg, Russian Federation
| | - Tatiana Yu Semiglazova
- Department of Innovative Methods in Therapeutic Oncology and Rehabilitation, NMRC of Oncology n.a. N.N.Petrov of MoH of Russia, Federal State Budgetary Institution "Petrov National Medical Cancer Research Centre" of the Ministry of Health of the Russian Federation, Saint-Petersburg, Russian Federation.,Department of Oncology, Federal State Budgetary Educational Institution of Higher Education "North-Western State Medical University named after I.I. Mechnikov" of the Ministry of Health of the Russian Federation, Saint-Petersburg, Russian Federation
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Mazzara S, Travaini L, Botta F, Granata C, Motta G, Melle F, Fiori S, Tabanelli V, Vanazzi A, Ramadan S, Radice T, Raimondi S, Lo Presti G, Ferrari ME, Jereczek-Fossa BA, Tarella C, Ceci F, Pileri S, Derenzini E. Gene expression profiling and FDG-PET radiomics uncover radiometabolic signatures associated with outcome in DLBCL. Blood Adv 2023; 7:630-643. [PMID: 36806558 PMCID: PMC9979764 DOI: 10.1182/bloodadvances.2022007825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 09/06/2022] [Indexed: 02/23/2023] Open
Abstract
Emerging evidence indicates that chemoresistance is closely related to altered metabolism in cancer. Here, we hypothesized that distinct metabolic gene expression profiling (GEP) signatures might be correlated with outcome and with specific fluorodeoxyglucose positron emission tomography (FDG-PET) radiomic profiles in diffuse large B-cell lymphoma (DLBCL). We retrospectively analyzed a discovery cohort of 48 consecutive patients with DLBCL treated at our center with standard first-line chemoimmunotherapy by performing targeted GEP (T-GEP)- and FDG-PET radiomic analyses on the same target lesions at baseline. T-GEP-based metabolic profiling identified a 6-gene signature independently associated with outcomes in univariate and multivariate analyses. This signature included genes regulating mitochondrial oxidative metabolism (SCL25A1, PDK4, PDPR) that were upregulated and was inversely associated with genes involved in hypoxia and glycolysis (MAP2K1, HIF1A, GBE1) that were downregulated. These data were validated in 2 large publicly available cohorts. By integrating FDG-PET radiomics and T-GEP, we identified a radiometabolic signature (RadSig) including 4 radiomic features (histo kurtosis, histo energy, shape sphericity, and neighboring gray level dependence matrix contrast), significantly associated with the metabolic GEP-based signature (r = 0.43, P = .0027) and with progression-free survival (P = .028). These results were confirmed using different target lesions, an alternative segmentation method, and were validated in an independent cohort of 64 patients. RadSig retained independent prognostic value in relation to the International Prognostic Index score and metabolic tumor volume (MTV). Integration of RadSig and MTV further refined prognostic stratification. This study provides the proof of principle for the use of FDG-PET radiomics as a tool for noninvasive assessment of cancer metabolism and prognostic stratification in DLBCL.
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Affiliation(s)
- Saveria Mazzara
- Haematopathology Division, European Institute of Oncology (IEO) Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | | | | | | | - Giovanna Motta
- Haematopathology Division, European Institute of Oncology (IEO) Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Federica Melle
- Haematopathology Division, European Institute of Oncology (IEO) Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Stefano Fiori
- Haematopathology Division, European Institute of Oncology (IEO) Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Valentina Tabanelli
- Haematopathology Division, European Institute of Oncology (IEO) Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Anna Vanazzi
- Oncohematology Division, IEO IRCCS, Milan, Italy
| | - Safaa Ramadan
- Oncohematology Division, IEO IRCCS, Milan, Italy
- NCI-Cairo University, Cairo, Egypt
| | | | - Sara Raimondi
- Molecular and Pharmaco-Epidemiology Unit, Department of Experimental Oncology, IEO IRCCS, Milan, Italy
| | - Giuliana Lo Presti
- Molecular and Pharmaco-Epidemiology Unit, Department of Experimental Oncology, IEO IRCCS, Milan, Italy
| | | | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | | | - Francesco Ceci
- Nuclear Medicine Division, IEO IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Stefano Pileri
- Haematopathology Division, European Institute of Oncology (IEO) Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Enrico Derenzini
- Oncohematology Division, IEO IRCCS, Milan, Italy
- Department of Health Sciences, University of Milan, Milan, Italy
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49
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Karmali R, St‐Pierre F, Ma S, Foster KD, Kaplan J, Mi X, Pro B, Winter JN, Gordon LI. Phase I study of novel SYK inhibitor TAK-659 (mivavotinib) in combination with R-CHOP for front-line treatment of high-risk diffuse large B-cell lymphoma. EJHAEM 2023; 4:108-114. [PMID: 36819145 PMCID: PMC9928783 DOI: 10.1002/jha2.625] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 11/12/2022] [Accepted: 11/17/2022] [Indexed: 05/20/2023]
Abstract
Background: TAK-659, a novel oral SYK inhibitor, has demonstrated efficacy in heavily pretreated diffuse large B-cell lymphoma (DLBCL). We report results of a phase I single-institution escalation study of front-line treatment with R-CHOP and TAK-659 in treatment-naïve high-risk DLBCL. Methods: Patients with high-risk DLBCL were treated with R-CHOP for 1 cycle, followed by combined R-CHOP and TAK-659 for an additional five cycles, with TAK-659 dosing escalated from 60 mg, to 80 mg, to 100 mg daily, based on a 3 + 3 design. The primary objective was to determine the safety and establish the maximum tolerated dose (MTD) of TAK-659 in this setting. Results: Twelve patients were enrolled. Dose level 3 (100 mg) was established as the MTD. Dose level 1 (60 mg) maintained a similar area under the curve (AUC) to the MTD. With a median follow-up of 21 months, 92% of patients achieved complete response (CR). The most common treatment-emergent adverse events were lymphopenia (100%), infection (50%, n = 3 opportunistic), aspartate aminotransferase elevation (100%), and alanine aminotransferase elevation (83%). Conclusion: A TAK-659 dose of 60 mg was well tolerated, did not require dose modifications, and maintained a similar AUC to the MTD. The combination of R-CHOP and TAK-659 in patients with newly diagnosed high-risk DLBCL produces promising CR rates.
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Affiliation(s)
- Reem Karmali
- Robert H. Lurie Comprehensive Cancer Center, Division of Hematology/Oncology, Feinberg School of MedicineNorthwestern UniversityChicagoIllinoisUSA
- Division of Hematology/OncologyNorthwestern UniversityChicagoIllinoisUSA
| | - Frederique St‐Pierre
- Robert H. Lurie Comprehensive Cancer Center, Division of Hematology/Oncology, Feinberg School of MedicineNorthwestern UniversityChicagoIllinoisUSA
| | - Shuo Ma
- Robert H. Lurie Comprehensive Cancer Center, Division of Hematology/Oncology, Feinberg School of MedicineNorthwestern UniversityChicagoIllinoisUSA
- Division of Hematology/OncologyNorthwestern UniversityChicagoIllinoisUSA
| | - Kelly D. Foster
- Northwestern Medicine Lake Forest HospitalLake ForestIllinoisUSA
| | - Jason Kaplan
- Robert H. Lurie Comprehensive Cancer Center, Division of Hematology/Oncology, Feinberg School of MedicineNorthwestern UniversityChicagoIllinoisUSA
- Division of Hematology/OncologyNorthwestern UniversityChicagoIllinoisUSA
| | - Xinlei Mi
- Department of Preventative Medicine ‐ Biostatistics, Feinberg School of MedicineNorthwestern UniversityChicagoIllinoisUSA
| | - Barbara Pro
- Robert H. Lurie Comprehensive Cancer Center, Division of Hematology/Oncology, Feinberg School of MedicineNorthwestern UniversityChicagoIllinoisUSA
- Division of Hematology/OncologyNorthwestern UniversityChicagoIllinoisUSA
| | - Jane N. Winter
- Robert H. Lurie Comprehensive Cancer Center, Division of Hematology/Oncology, Feinberg School of MedicineNorthwestern UniversityChicagoIllinoisUSA
- Division of Hematology/OncologyNorthwestern UniversityChicagoIllinoisUSA
| | - Leo I. Gordon
- Robert H. Lurie Comprehensive Cancer Center, Division of Hematology/Oncology, Feinberg School of MedicineNorthwestern UniversityChicagoIllinoisUSA
- Division of Hematology/OncologyNorthwestern UniversityChicagoIllinoisUSA
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50
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Intravascular Large B-Cell Lymphoma Genomic Profile Is Characterized by Alterations in Genes Regulating NF-κB and Immune Checkpoints. Am J Surg Pathol 2023; 47:202-211. [PMID: 36221796 PMCID: PMC9833110 DOI: 10.1097/pas.0000000000001978] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Intravascular large B-cell lymphoma (IVLBCL) is an uncommon lymphoma with an aggressive clinical course characterized by selective growth of tumor cells within the vessels. Its pathogenesis is still uncertain and there is little information on the underlying genomic alterations. In this study, we performed a clinicopathologic and next-generation sequencing analysis of 15 cases of IVLBCL using a custom panel for the detection of alterations in 68 recurrently mutated genes in B-cell lymphomagenesis. Six patients had evidence of hemophagocytic syndrome. Four patients presented concomitantly a solid malignancy. Tumor cells outside the vessels were observed in 7 cases, 2 with an overt diffuse large B-cell cell lymphoma. In 4 samples, tumor cells infiltrated lymphatic vessel in addition to blood capillaries. Programmed death-ligand 1 (PD-L1) was positive in tumor cells in 4 of 11 evaluable samples and in macrophages intermingled with tumor cells in 8. PD-L1 copy number gains were identified in a higher proportion of cases expressing PD-L1 than in negative tumors. The most frequently mutated gene was PIM1 (9/15, 60%), followed by MYD88L265P and CD79B (8/15, 53% each). In 6 cases, MYD88L265P and CD79B mutations were detected concomitantly. We also identified recurrent mutations in IRF4 , TMEM30A , BTG2 , and ETV6 loci (4/15, 27% each) and novel driver mutations in NOTCH2 , CCND3 , and GNA13 , and an IRF4 translocation in 1 case each. The mutational profile was similar in patients with and without evidence of hemophagocytic syndrome and in cases with or without dissemination of tumor cells outside the vessels. Our results confirm the relevance of mutations in B-cell receptor/nuclear factor-κB signaling and immune escape pathways in IVLBCL and identify novel driver alterations. The similar mutational profile in tumors with extravascular dissemination suggests that these cases may also be considered in the spectrum of IVLBCL.
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