1
|
Guan M, Zhao H, Zhang Q, Li L, Wang X, Tang B. A novel anoikis-related signature predicts prognosis risk and treatment responsiveness in diffuse large B-cell lymphoma. Expert Rev Mol Diagn 2024; 24:439-457. [PMID: 38709202 DOI: 10.1080/14737159.2024.2351465] [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: 06/02/2023] [Accepted: 03/05/2024] [Indexed: 05/07/2024]
Abstract
BACKGROUND Although anoikis plays a role in cancer metastasis and aggressiveness, it has rarely been reported in diffuse large B cell lymphoma (DLBCL). METHODS We obtained RNA sequencing data and matched clinical data from the GEO database. An anoikis-related genes (ARGs)-based risk signature was developed in GSE10846 training cohort and validated in three other cohorts. Additionally, we predicted half-maximal inhibitory concentration (IC50) of drugs based on bioinformatics method and obtained the actual IC50 to some chemotherapy drugs via cytotoxicity assay. RESULTS The high-risk group, as determined by our signature, was associated with worse prognosis and an immunosuppressive environment in DLBCL. Meanwhile, the nomogram based on eight variables had more accurate ability in forecasting the prognosis than the international prognostic index in DLBCL. The prediction of IC50 indicated that DLBCL patients in the high-risk group were more sensitive to doxorubicin, IPA-3, lenalidomide, gemcitabine, and CEP.701, while patients in the low-risk group were sensitive to cisplatin and dasatinib. Consistent with the prediction, cytotoxicity assay suggested the higher sensitivity to doxorubicin and gemcitabine and the lower sensitivity to dasatinib in the high-risk group in DLBCL. CONCLUSION The ARG-based signature may provide a promising direction for prognosis prediction and treatment optimization for DLBCL patients.
Collapse
MESH Headings
- Humans
- Lymphoma, Large B-Cell, Diffuse/drug therapy
- Lymphoma, Large B-Cell, Diffuse/genetics
- Lymphoma, Large B-Cell, Diffuse/mortality
- Lymphoma, Large B-Cell, Diffuse/diagnosis
- Prognosis
- Anoikis/drug effects
- Gene Expression Profiling
- Gene Expression Regulation, Neoplastic
- Biomarkers, Tumor/genetics
- Transcriptome
- Antineoplastic Agents/therapeutic use
- Antineoplastic Agents/pharmacology
- Nomograms
Collapse
Affiliation(s)
- Mingze Guan
- Department of Hematology, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, People's Republic of China
| | - Hua Zhao
- Department of Hematology, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, People's Republic of China
| | - Qi Zhang
- Department of Hematology, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, People's Republic of China
| | - Li Li
- Department of Hematology, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, People's Republic of China
| | - Xiaobo Wang
- Department of Hematology, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, People's Republic of China
| | - Bo Tang
- Department of Hematology, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, People's Republic of China
| |
Collapse
|
2
|
Sun Z, Tan R, Wu H, Fang X. Commentary: Flow cytometry quantification of tumor-infiltrating lymphocytes to predict the survival of patients with diffuse large B-cell lymphoma. Front Immunol 2024; 15:1377221. [PMID: 38698842 PMCID: PMC11063292 DOI: 10.3389/fimmu.2024.1377221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Accepted: 04/08/2024] [Indexed: 05/05/2024] Open
Affiliation(s)
- Zhongling Sun
- Department of Neurology, Zhaoyuan People’s Hospital, Zhaoyuan, China
| | - Ran Tan
- Department of Hematology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Huanling Wu
- Department of Laboratory Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Xiaosheng Fang
- Department of Hematology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| |
Collapse
|
3
|
Shin SJ, Ko J, Hwang HS, Huh J, Lee CW, Lee JK, Go H. Tumoural Pellino-1 expression and Pellino-1-expressive cytotoxic T-cells are associated with poor prognosis in diffuse large B-cell lymphoma. Pathology 2024; 56:374-381. [PMID: 38296676 DOI: 10.1016/j.pathol.2023.10.020] [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: 06/14/2023] [Revised: 09/25/2023] [Accepted: 10/18/2023] [Indexed: 02/02/2024]
Abstract
Pellino-1 plays a role in regulating inflammation and immune responses, and its effects on tumours are complex, with different outcomes reported in various studies. Additionally, the role of Pellino-1 in diffuse large B-cell lymphoma (DLBCL) has not been thoroughly investigated. We aimed to examine the expression of Pellino-1 in tumour cells and tumour-infiltrating lymphocytes (TILs) separately and identify the clinicopathological significance of Pellino-1 expression in DLBCL. We evaluated Pellino-1 expression in 104 patients with DLBCL. The density of specific cell types was quantitatively analysed using digital image analysis after a multiplex immunofluorescence staining with Pellino-1, CD20, CD8, FOXP3, and PD-1. Pellino-1 expression was mostly observed in CD20+ tumour cells and CD8+ TILs. The high CD8+/Pellino-1+ group was significantly associated with the non-GCB subtype and higher numbers of Foxp3+ T-cells. Patients with high CD20+/Pellino-1+ and high CD8+/Pellino-1+ cell densities had significantly shorter event-free survival (EFS) rates. The multivariate Cox-regression analysis showed that CD20+/Pellino-1+ cell density and CD8+/Pellino-1+ cell density were independent poor prognostic factors for EFS. Furthermore, patients with low densities of both CD20+/Pellino-1+ and CD8+/Pellino-1+ cells demonstrated a prognosis superior to that of patients with high Pellino-1+ cell densities, either alone or in combination. Additionally, the multivariate analysis demonstrated that the combination of CD20+/Pellino-1+ and CD8+/Pellino-1+ cell densities was an independent prognostic factor for EFS and overall survival. Pellino-1 expression was observed in both tumour cells and TILs, particularly in cytotoxic T-cells, and was correlated with poor outcomes in DLBCL. Thus, Pellino-1 might have an oncogenic effect on DLBCL and might be a potential target for improving cytotoxic T-cell activity.
Collapse
Affiliation(s)
- Su-Jin Shin
- Department of Pathology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jiwon Ko
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea; Asan Institute for Life Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Hee Sang Hwang
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jooryung Huh
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Chang-Woo Lee
- Department of Molecular Cell Biology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Suwon, Republic of Korea; Research Institute, Curogen Co, Suwon, Republic of Korea
| | - Jin-Kwan Lee
- Department of Molecular Cell Biology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Suwon, Republic of Korea; Research Institute, Curogen Co, Suwon, Republic of Korea
| | - Heounjeong Go
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
| |
Collapse
|
4
|
Altorki NK, Bhinder B, Borczuk AC, Elemento O, Mittal V, McGraw TE. A signature of enhanced proliferation associated with response and survival to anti-PD-L1 therapy in early-stage non-small cell lung cancer. Cell Rep Med 2024; 5:101438. [PMID: 38401548 PMCID: PMC10982989 DOI: 10.1016/j.xcrm.2024.101438] [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: 11/02/2022] [Revised: 11/20/2023] [Accepted: 01/30/2024] [Indexed: 02/26/2024]
Abstract
In early-stage non-small cell lung cancer, the combination of neoadjuvant anti-PD-L1 and subablative stereotactic body radiation therapy (SBRT) is associated with higher rates of major pathologic response compared to anti-PD-L1 alone. Here, we identify a 140-gene set, enriched in genes characteristic of highly proliferating cells, associated with response to the dual therapy. Analysis of on-treatment transcriptome data indicate roles for T and B cells in response. The 140-gene set is associated with disease-free survival when applied to the combined trial arms. This 140-gene set identifies a subclass of tumors in all 7 of The Cancer Genome Atlas tumor types examined. Worse survival is associated with the 140-gene signature in 5 of these tumor types. Collectively, our data support that this 140-gene set, discovered in association with response to combined anti-PD-L1 and SBRT, identifies a clinically aggressive subclass of solid tumors that may be more likely to respond to immunotherapies.
Collapse
Affiliation(s)
- Nasser K Altorki
- Meyer Cancer Center, Weill Cornell Medicine and New York Presbyterian Hospital, New York, NY 10065, USA; Department of Cardiothoracic Surgery, Weill Cornell Medicine and New York Presbyterian Hospital, New York, NY 10065, USA.
| | - Bhavneet Bhinder
- Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY 10065, USA; Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Alain C Borczuk
- Department of Pathology and Laboratory Medicine, Northwell Health Cancer Institute, Northwell Health, Greenvale, NY 10042, USA
| | - Olivier Elemento
- Meyer Cancer Center, Weill Cornell Medicine and New York Presbyterian Hospital, New York, NY 10065, USA; Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY 10065, USA; Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Vivek Mittal
- Meyer Cancer Center, Weill Cornell Medicine and New York Presbyterian Hospital, New York, NY 10065, USA; Department of Cardiothoracic Surgery, Weill Cornell Medicine and New York Presbyterian Hospital, New York, NY 10065, USA
| | - Timothy E McGraw
- Meyer Cancer Center, Weill Cornell Medicine and New York Presbyterian Hospital, New York, NY 10065, USA; Department of Cardiothoracic Surgery, Weill Cornell Medicine and New York Presbyterian Hospital, New York, NY 10065, USA; Department of Biochemistry, Weill Cornell Medicine, New York, NY 10065, USA.
| |
Collapse
|
5
|
Slak TC, Miceska S, Gasljevic G, Boltezar L, Kloboves-Prevodnik V. The prognostic significance of programmed cell death protein 1 and its ligand on lymphoma cells and tumor-immune cells in diffuse large B-cell lymphoma, not otherwise specified. Radiol Oncol 2024; 58:99-109. [PMID: 38378036 PMCID: PMC10878775 DOI: 10.2478/raon-2024-0010] [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: 11/07/2023] [Accepted: 11/25/2023] [Indexed: 02/22/2024] Open
Abstract
BACKGROUND Diffuse large B-cell lymphoma, not otherwise specified (DLBCL, NOS) is the most common type non-Hodgkin's lymphoma, where the treatment of relapsed/refractory cases is the major challenge. Programmed cell death protein 1 (PD-1) and its ligand PD-L1 play a crucial role in the negative regulation of the immune response against the disease. The aim of the study was to analyze the expression of PD-1 and PD-L1 on lymphoma cells (LCs) and tumor-immune cells (TICs) and to investigate their correlation with outcome. PATIENTS AND METHODS Samples from 283 patients diagnosed with DLBCL, NOS (both germinal center B cell like [GCB] and non-GCB subtypes) were included in the study. Expression of PD-1 and PD-L1 was determined using double immunohistochemical staining (D-IHC) for PD-1/PAX5 and PD-L1/PAX5 on tissue microarrays. LCs were highlighted by D-IHC to obtain more accurate results. Clinical data and histologic diagnoses were obtained from electronic data records. We correlated clinical characteristics, and PD-1 and PD-L1 expression on LCs and TICs with progression-free survival (PFS) and overall survival (OS). RESULTS Expression of PD-1 on TICs was observed in 38.4% and on LCs in 8.8% of cases, while PD-L1 was expressed on TICs in 46.8% and on LCs in 6.5% of cases. PD-L1 expression on LCs was more frequent in non-GCB subtype (p = 0.047). In addition, patients with PD-L1 expression on LCs had significantly shorter PFS (p = 0.015), and the expression retained significant in the multivariate model (p = 0.034). CONCLUSIONS PD-L1 was more frequently expressed in LCs of the non-GCB subtype. Additionally, PD-L1 in LCs may predict shorter PFS time. D-IHC staining for PD-L1/PAX5 is a feasible method to assess PD-L1 expression on LCs of DLBCL, NOS patients and can be used to identify patients who may benefit from targeted immunotherapy with checkpoint inhibitors.
Collapse
Affiliation(s)
- Teja Cas Slak
- Department of Cytopathology, Institute of Oncology Ljubljana, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Simona Miceska
- Department of Cytopathology, Institute of Oncology Ljubljana, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Gorana Gasljevic
- Department of Pathology, Institute of Oncology Ljubljana, Ljubljana, Slovenia
- Faculty of Medicine, University of Maribor, Maribor, Slovenia
| | - Lucka Boltezar
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
- Department of Medical Oncology, Institute of Oncology Ljubljana, Ljubljana, Slovenia
| | - Veronika Kloboves-Prevodnik
- Department of Cytopathology, Institute of Oncology Ljubljana, Ljubljana, Slovenia
- Faculty of Medicine, University of Maribor, Maribor, Slovenia
| |
Collapse
|
6
|
Koudouna A, Gkioka AI, Gkiokas A, Tryfou TM, Papadatou M, Alexandropoulos A, Bartzi V, Kafasi N, Kyrtsonis MC. Serum-Soluble CD163 Levels as a Prognostic Biomarker in Patients with Diffuse Large B-Cell Lymphoma Treated with Chemoimmunotherapy. Int J Mol Sci 2024; 25:2862. [PMID: 38474108 DOI: 10.3390/ijms25052862] [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: 01/25/2024] [Revised: 02/22/2024] [Accepted: 02/26/2024] [Indexed: 03/14/2024] Open
Abstract
The majority of patients with Diffuse Large B-cell Lymphoma (DLBCL) will respond to first-line treatment and be cured. However, the disease is heterogeneous, and biomarkers able to discriminate patients with suboptimal prognosis are needed. M2 CD163-positive tumor-associated macrophages (TAMs) were shown to be implicated in DLBCL disease activity regulation. Serum-soluble CD163 (sCD163) functions as a scavenger receptor for haptoglobin-hemoglobin complexes and is mostly expressed by monocytes and macrophages. Its levels are used to determine macrophage activation. We aimed to determine serum sCD163 in a sample of DLBCL patients and study eventual correlations with parameters of disease activity or survival. Serum sCD163 levels were measured in 40 frozen sera from patients diagnosed with DLBCL and 30 healthy individuals (HIs) using an enzyme-linked immunosorbent assay (ELISA). Statistical analyses were performed using SPSS version 28. The results showed that patients who achieved complete response after standard-of-care immunochemotherapy and were alive and disease-free after 12 months of follow-up but had elevated sCD163 levels (above median) at diagnosis presented a significantly worse overall survival compared to those with initial serum sCD163 levels below the median (p = 0.03). Consequently, serum sCD163 levels in patients with DLBCL may constitute a marker of long-term response to chemoimmunotherapy.
Collapse
Affiliation(s)
- Aspasia Koudouna
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens' Medical School, 11527 Athens, Greece
| | - Annita Ioanna Gkioka
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens' Medical School, 11527 Athens, Greece
| | - Alexandros Gkiokas
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens' Medical School, 11527 Athens, Greece
| | - Thomai M Tryfou
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens' Medical School, 11527 Athens, Greece
| | - Mavra Papadatou
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens' Medical School, 11527 Athens, Greece
| | - Alexandros Alexandropoulos
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens' Medical School, 11527 Athens, Greece
| | - Vassiliki Bartzi
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens' Medical School, 11527 Athens, Greece
| | | | - Marie-Christine Kyrtsonis
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens' Medical School, 11527 Athens, Greece
| |
Collapse
|
7
|
Zhu Q, Yang Y, Chen K, Zhang Q, Huang Y, Jian S. Diffuse large B-cell lymphoma: the significance of CD8 + tumor-infiltrating lymphocytes exhaustion mediated by TIM3/Galectin-9 pathway. J Transl Med 2024; 22:174. [PMID: 38369502 PMCID: PMC10874540 DOI: 10.1186/s12967-024-05002-3] [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: 01/15/2024] [Accepted: 02/15/2024] [Indexed: 02/20/2024] Open
Abstract
BACKGROUND Overexpression of T-cell immunoglobulin and mucin domain-containing protein 3 (TIM3) is related to the exhaustion of CD8+ tumor-infiltrating lymphocytes (TILs) in diffuse large B-cell lymphoma (DLBCL). However, the mechanism of TIM3-mediated CD8+TILs exhaustion in DLBCL remains poorly understood. Therefore, we aimed to clarify the potential pathway involved in TIM3-mediated CD8+TILs exhaustion and its significance in DLBCL. METHODS The expression of TIM3 and its correlation with CD8+TILs exhaustion, the key ligand of TIM3, and the potential pathway of TIM3-mediated CD8+TILs exhaustion in DLBCL were analyzed using single-cell RNA sequencing and validated by RNA sequencing. The biological significance of TIM3-related pathway in DLBCL was investigated based on RNA sequencing, immunohistochemistry, and reverse transcription-quantitative polymerase chain reaction data. Finally, the possible regulatory mechanism of TIM3-related pathway in DLBCL was explored using single-cell RNA sequencing and RNA sequencing. RESULTS Our results demonstrated that CD8+TILs, especially the terminally exhausted state, were the major clusters that expressed TIM3 in DLBCL. Galectin-9, mainly expressed in M2 macrophages, is the key ligand of TIM3 and can induce the exhaustion of CD8+TILs through TIM3/Galectin-9 pathway. Meanwhile, high TIM3/Galectin-9 enrichment is related to immunosuppressive tumor microenvironment, severe clinical manifestations, inferior prognosis, and poor response to CHOP-based chemotherapy, and can predict the clinical efficacy of immune checkpoint blockade therapy in DLBCL. Furthermore, the TIM3/Galectin-9 enrichment in DLBCL may be regulated by the IFN-γ signaling pathway. CONCLUSIONS Our study highlights that TIM3/Galectin-9 pathway plays a crucial role in CD8+TILs exhaustion and the immune escape of DLBCL, which facilitates further functional studies and could provide a theoretical basis for the development of novel immunotherapy in DLBCL.
Collapse
Affiliation(s)
- Qiqi Zhu
- Institute of Basic Medicine and Forensic Medicine, North Sichuan Medical College, Nanchong, 637000, China
- Department of Pathology, North Sichuan Medical College, Affiliated Hospital of North Sichuan Medical College, No. 1 Maoyuan Nan Road, Nanchong, 637000, Sichuan, China
| | - Yiming Yang
- Department of Pathology, North Sichuan Medical College, Affiliated Hospital of North Sichuan Medical College, No. 1 Maoyuan Nan Road, Nanchong, 637000, Sichuan, China
| | - Kexin Chen
- Department of Pathology, North Sichuan Medical College, Affiliated Hospital of North Sichuan Medical College, No. 1 Maoyuan Nan Road, Nanchong, 637000, Sichuan, China
| | - Qiaoyu Zhang
- Department of Pathology, North Sichuan Medical College, Affiliated Hospital of North Sichuan Medical College, No. 1 Maoyuan Nan Road, Nanchong, 637000, Sichuan, China
| | - Yifan Huang
- Institute of Basic Medicine and Forensic Medicine, North Sichuan Medical College, Nanchong, 637000, China
- Department of Pathology, North Sichuan Medical College, Affiliated Hospital of North Sichuan Medical College, No. 1 Maoyuan Nan Road, Nanchong, 637000, Sichuan, China
| | - Shunhai Jian
- Institute of Basic Medicine and Forensic Medicine, North Sichuan Medical College, Nanchong, 637000, China.
- Department of Pathology, North Sichuan Medical College, Affiliated Hospital of North Sichuan Medical College, No. 1 Maoyuan Nan Road, Nanchong, 637000, Sichuan, China.
| |
Collapse
|
8
|
Yu T, Xu-Monette ZY, Lagoo A, Shuai W, Wang B, Neff J, Carrillo LF, Carlsen ED, Pina-Oviedo S, Young KH. Flow cytometry quantification of tumor-infiltrating lymphocytes to predict the survival of patients with diffuse large B-cell lymphoma. Front Immunol 2024; 15:1335689. [PMID: 38348048 PMCID: PMC10859492 DOI: 10.3389/fimmu.2024.1335689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 01/08/2024] [Indexed: 02/15/2024] Open
Abstract
Introduction Our previous studies have demonstrated that tumor-infiltrating lymphocytes (TILs), including normal B cells, T cells, and natural killer (NK) cells, in diffuse large B-cell lymphoma (DLBCL) have a significantly favorable impact on the clinical outcomes of patients treated with standard chemoimmunotherapy. In this study, to gain a full overview of the tumor immune microenvironment (TIME), we assembled a flow cytometry cohort of 102 patients diagnosed with DLBCL at the Duke University Medical Center. Methods We collected diagnostic flow cytometry data, including the proportion of T cells, abnormal B cells, normal B cells, plasma cells, NK cells, monocytes, and granulocytes in fresh biopsy tissues at clinical presentation, and analyzed the correlations with patient survival and between different cell populations. Results We found that low T cell percentages in all viable cells and low ratios of T cells to abnormal B cells correlated with significantly poorer survival, whereas higher percentages of normal B cells among total B cells (or high ratios of normal B cells to abnormal B cells) and high percentages of NK cells among all viable cells correlated with significantly better survival in patients with DLBCL. After excluding a small number of patients with low T cell percentages, the normal B cell percentage among all B cells, but not T cell percentage among all cells, continued to show a remarkable prognostic effect. Data showed significant positive correlations between T cells and normal B cells, and between granulocytes and monocytes. Furthermore, we constructed a prognostic model based on clinical and flow cytometry factors, which divided the DLBCL cohort into two equal groups with remarkable differences in patient survival and treatment response. Summary TILs, including normal B cells, T cells, and NK cells, are associated with favorable clinical outcomes in DLBCL, and flow cytometry capable of quantifying the TIME may have additional clinical utility for prognostication.
Collapse
Affiliation(s)
- Tiantian Yu
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, NC, United States
| | - Zijun Y. Xu-Monette
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, NC, United States
- Duke University Cancer Institute, Durham, NC, United States
| | - Anand Lagoo
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, NC, United States
| | - Wen Shuai
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, NC, United States
| | - Bangchen Wang
- Department of Pathology, Duke University Medical Center, Durham, NC, United States
| | - Jadee Neff
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, NC, United States
| | - Luis F. Carrillo
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, NC, United States
| | - Eric D. Carlsen
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, NC, United States
- Duke University Cancer Institute, Durham, NC, United States
| | - Sergio Pina-Oviedo
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, NC, United States
| | - Ken H. Young
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, NC, United States
- Duke University Cancer Institute, Durham, NC, United States
| |
Collapse
|
9
|
Hirayama AV, Kimble EL, Wright JH, Fiorenza S, Gauthier J, Voutsinas JM, Wu Q, Yeung CCS, Gazeau N, Pender BS, Kirchmeier DR, Torkelson A, Chutnik AN, Cassaday RD, Chapuis AG, Green DJ, Kiem HP, Milano F, Shadman M, Till BG, Riddell SR, Maloney DG, Turtle CJ. Timing of anti-PD-L1 antibody initiation affects efficacy/toxicity of CD19 CAR T-cell therapy for large B-cell lymphoma. Blood Adv 2024; 8:453-467. [PMID: 37903325 PMCID: PMC10837185 DOI: 10.1182/bloodadvances.2023011287] [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: 07/22/2023] [Revised: 10/20/2023] [Accepted: 10/21/2023] [Indexed: 11/01/2023] Open
Abstract
ABSTRACT More than half of the patients treated with CD19-targeted chimeric antigen receptor (CAR) T-cell immunotherapy for large B-cell lymphoma (LBCL) do not achieve durable remission, which may be partly due to PD-1/PD-L1-associated CAR T-cell dysfunction. We report data from a phase 1 clinical trial (NCT02706405), in which adults with LBCL were treated with autologous CD19 CAR T cells (JCAR014) combined with escalating doses of the anti-PD-L1 monoclonal antibody, durvalumab, starting either before or after CAR T-cell infusion. The addition of durvalumab to JCAR014 was safe and not associated with increased autoimmune or immune effector cell-associated toxicities. Patients who started durvalumab before JCAR014 infusion had later onset and shorter duration of cytokine release syndrome and inferior efficacy, which was associated with slower accumulation of CAR T cells and lower concentrations of inflammatory cytokines in the blood. Initiation of durvalumab before JCAR014 infusion resulted in an early increase in soluble PD-L1 (sPD-L1) levels that coincided with the timing of maximal CAR T-cell accumulation in the blood. In vitro, sPD-L1 induced dose-dependent suppression of CAR T-cell effector function, which could contribute to inferior efficacy observed in patients who received durvalumab before JCAR014. Despite the lack of efficacy improvement and similar CAR T-cell kinetics early after infusion, ongoing durvalumab therapy after JCAR014 was associated with re-expansion of CAR T cells in the blood, late regression of CD19+ and CD19- tumors, and enhanced duration of response. Our results indicate that the timing of initiation of PD-L1 blockade is a key variable that affects outcomes after CD19 CAR T-cell immunotherapy for adults with LBCL.
Collapse
Affiliation(s)
- Alexandre V. Hirayama
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
- Department of Medicine, University of Washington, Seattle, WA
| | - Erik L. Kimble
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
- Department of Medicine, University of Washington, Seattle, WA
| | - Jocelyn H. Wright
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | | | - Jordan Gauthier
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
- Department of Medicine, University of Washington, Seattle, WA
- Integrated Immunotherapy Research Center, Fred Hutchinson Cancer Center, Seattle, WA
| | | | - Qian Wu
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
- Integrated Immunotherapy Research Center, Fred Hutchinson Cancer Center, Seattle, WA
| | - Cecilia C. S. Yeung
- Integrated Immunotherapy Research Center, Fred Hutchinson Cancer Center, Seattle, WA
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA
| | - Nicolas Gazeau
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Barbara S. Pender
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | | | - Aiko Torkelson
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | | | - Ryan D. Cassaday
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
- Department of Medicine, University of Washington, Seattle, WA
| | - Aude G. Chapuis
- Department of Medicine, University of Washington, Seattle, WA
- Integrated Immunotherapy Research Center, Fred Hutchinson Cancer Center, Seattle, WA
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Damian J. Green
- Department of Medicine, University of Washington, Seattle, WA
- Integrated Immunotherapy Research Center, Fred Hutchinson Cancer Center, Seattle, WA
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Hans-Peter Kiem
- Department of Medicine, University of Washington, Seattle, WA
- Integrated Immunotherapy Research Center, Fred Hutchinson Cancer Center, Seattle, WA
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Filippo Milano
- Department of Medicine, University of Washington, Seattle, WA
- Integrated Immunotherapy Research Center, Fred Hutchinson Cancer Center, Seattle, WA
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Mazyar Shadman
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
- Department of Medicine, University of Washington, Seattle, WA
- Integrated Immunotherapy Research Center, Fred Hutchinson Cancer Center, Seattle, WA
| | - Brian G. Till
- Department of Medicine, University of Washington, Seattle, WA
- Integrated Immunotherapy Research Center, Fred Hutchinson Cancer Center, Seattle, WA
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Stanley R. Riddell
- Department of Medicine, University of Washington, Seattle, WA
- Integrated Immunotherapy Research Center, Fred Hutchinson Cancer Center, Seattle, WA
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - David G. Maloney
- Department of Medicine, University of Washington, Seattle, WA
- Integrated Immunotherapy Research Center, Fred Hutchinson Cancer Center, Seattle, WA
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Cameron J. Turtle
- Department of Medicine, University of Washington, Seattle, WA
- Integrated Immunotherapy Research Center, Fred Hutchinson Cancer Center, Seattle, WA
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA
- Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, Australia
| |
Collapse
|
10
|
Cho Y, Lee J, Han B, Yoon SE, Kim SJ, Kim WS, Cho J. Tumor-infiltrating T lymphocytes evaluated using digital image analysis predict the prognosis of patients with diffuse large B-cell lymphoma. J Pathol Transl Med 2024; 58:12-21. [PMID: 38229430 DOI: 10.4132/jptm.2023.11.02] [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: 10/10/2023] [Accepted: 11/01/2023] [Indexed: 01/18/2024] Open
Abstract
BACKGROUND The implication of the presence of tumor-infiltrating T lymphocytes (TIL-T) in diffuse large B-cell lymphoma (DLBCL) is yet to be elucidated. We aimed to investigate the effect of TIL-T levels on the prognosis of patients with DLBCL. METHODS Ninety-six patients with DLBCL were enrolled in the study. The TIL-T ratio was measured using QuPath, a digital pathology software package. The TIL-T ratio was investigated in three foci (highest, intermediate, and lowest) for each case, resulting in TIL-T-Max, TIL-T-Intermediate, and TIL-T-Min. The relationship between the TIL-T ratios and prognosis was investigated. RESULTS When 19% was used as the cutoff value for TIL-T-Max, 72 (75.0%) and 24 (25.0%) patients had high and low TIL-T-Max, respectively. A high TIL-T-Max was significantly associated with lower serum lactate dehydrogenase levels (p < .001), with patient group who achieved complete remission after RCHOP therapy (p < .001), and a low-risk revised International Prognostic Index score (p < .001). Univariate analysis showed that patients with a low TIL-T-Max had a significantly worse prognosis in overall survival compared to those with a high TIL-T-Max (p < .001); this difference remained significant in a multivariate analysis with Cox proportional hazards (hazard ratio, 7.55; 95% confidence interval, 2.54 to 22.42; p < .001). CONCLUSIONS Patients with DLBCL with a high TIL-T-Max showed significantly better prognosis than those with a low TIL-T-Max, and the TIL-T-Max was an independent indicator of overall survival. These results suggest that evaluating TIL-T ratios using a digital pathology system is useful in predicting the prognosis of patients with DLBCL.
Collapse
Affiliation(s)
- Yunjoo Cho
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jiyeon Lee
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
- Department of Pathology, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Korea
| | - Bogyeong Han
- Department of Pathology, Seoul National University, Seoul National College of Medicine, Seoul, Korea
| | - Sang Eun Yoon
- Division of Hematology and Oncology, Department of Internal Medicine, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Seok Jin Kim
- Division of Hematology and Oncology, Department of Internal Medicine, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Won Seog Kim
- Division of Hematology and Oncology, Department of Internal Medicine, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Junhun Cho
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| |
Collapse
|
11
|
Altorki NK, Walsh ZH, Melms JC, Port JL, Lee BE, Nasar A, Spinelli C, Caprio L, Rogava M, Ho P, Christos PJ, Saxena A, Elemento O, Bhinder B, Ager C, Amin AD, Sanfilippo NJ, Mittal V, Borczuk AC, Formenti SC, Izar B, McGraw TE. Neoadjuvant durvalumab plus radiation versus durvalumab alone in stages I-III non-small cell lung cancer: survival outcomes and molecular correlates of a randomized phase II trial. Nat Commun 2023; 14:8435. [PMID: 38114518 PMCID: PMC10730562 DOI: 10.1038/s41467-023-44195-x] [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: 08/23/2023] [Accepted: 12/04/2023] [Indexed: 12/21/2023] Open
Abstract
We previously reported the results of a randomized phase II trial (NCT02904954) in patients with early-stage non-small cell lung cancer (NSCLC) who were treated with either two preoperative cycles of the anti-PD-L1 antibody durvalumab alone or combined with immunomodulatory doses of stereotactic radiation (DRT). The trial met its primary endpoint of major pathological response, which was significantly higher following DRT with no new safety signals. Here, we report on the prespecified secondary endpoint of disease-free survival (DFS) regardless of treatment assignment and the prespecified exploratory analysis of DFS in each arm of the trial. DFS at 2 and 3 years across patients in both arms of the trial were 73% (95% CI: 62.1-84.5) and 65% (95% CI: 52.5-76.9) respectively. For the exploratory endpoint of DFS in each arm of the trial, three-year DFS was 63% (95% CI: 46.0-80.4) in the durvalumab monotherapy arm compared to 67% (95% CI: 49.6-83.4) in the dual therapy arm. In addition, we report post hoc exploratory analysis of progression-free survival as well as molecular correlates of response and recurrence through high-plex immunophenotyping of sequentially collected peripheral blood and gene expression profiles from resected tumors in both treatment arms. Together, our results contribute to the evolving landscape of neoadjuvant treatment regimens for NSCLC and identify easily measurable potential biomarkers of response and recurrence.
Collapse
Affiliation(s)
- Nasser K Altorki
- Weill Cornell Medicine, Department of Cardiothoracic Surgery, New York, New York, USA.
| | - Zachary H Walsh
- Department of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, Vagelos College of Physicians & Surgeons, New York, New York, USA
| | - Johannes C Melms
- Department of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, Vagelos College of Physicians & Surgeons, New York, New York, USA
| | - Jeffery L Port
- Weill Cornell Medicine, Department of Cardiothoracic Surgery, New York, New York, USA
| | - Benjamin E Lee
- Weill Cornell Medicine, Department of Cardiothoracic Surgery, New York, New York, USA
| | - Abu Nasar
- Weill Cornell Medicine, Department of Cardiothoracic Surgery, New York, New York, USA
| | - Cathy Spinelli
- Weill Cornell Medicine, Department of Cardiothoracic Surgery, New York, New York, USA
| | - Lindsay Caprio
- Department of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, Vagelos College of Physicians & Surgeons, New York, New York, USA
| | - Meri Rogava
- Department of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, Vagelos College of Physicians & Surgeons, New York, New York, USA
| | - Patricia Ho
- Department of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, Vagelos College of Physicians & Surgeons, New York, New York, USA
| | - Paul J Christos
- Department of Population Health Sciences, Weill Cornell Medicine, New York, New York, USA
| | - Ashish Saxena
- Weill Cornell Medicine, Division of Hematology and Oncology, New York, New York, USA
| | - Olivier Elemento
- Weill Cornell Medicine, Caryl and Israel Englander Institute for Precision Medicine, Institute for Computational Biomedicine, Department of Physiology and Biophysics, New York, New York, USA
| | - Bhavneet Bhinder
- Weill Cornell Medicine, Caryl and Israel Englander Institute for Precision Medicine, Institute for Computational Biomedicine, Department of Physiology and Biophysics, New York, New York, USA
| | - Casey Ager
- Department of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, Vagelos College of Physicians & Surgeons, New York, New York, USA
| | - Amit Dipak Amin
- Department of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, Vagelos College of Physicians & Surgeons, New York, New York, USA
| | | | - Vivek Mittal
- Weill Cornell Medicine, Department of Cardiothoracic Surgery, New York, New York, USA
| | - Alain C Borczuk
- Department of Pathology, Northwell Health, Greenvale, New York, New York, USA
| | - Silvia C Formenti
- Weill Cornell Medicine, Department of Radiation Oncology, New York, New York, USA
| | - Benjamin Izar
- Department of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, Vagelos College of Physicians & Surgeons, New York, New York, USA.
- Deparmtent of Systems Biology, Program for Mathematical Genomics, Columbia University, New York, New York, USA.
- Columbia Center for Translational Immunology, New York, New York, USA.
| | - Timothy E McGraw
- Weill Cornell Medicine, Department of Biochemistry, New York, New York, USA.
| |
Collapse
|
12
|
Camus V, Viailly PJ, Drieux F, Veresezan EL, Sesques P, Haioun C, Durot E, Patey M, Rossi C, Martin L, Rainville V, Bohers E, Ruminy P, Penther D, Kaltenbach S, Bruneau J, Paillassa J, Tournilhac O, Willaume A, Antier C, Lazarovici J, Lévêque E, Decazes P, Becker S, Tonnelet D, Berriolo-Riedinger A, Gaulard P, Tilly H, Molina TJ, Traverse-Glehen A, Jardin F. High PDL1/PDL2 gene expression correlates with worse outcome in primary mediastinal large B-cell lymphoma. Blood Adv 2023; 7:7331-7345. [PMID: 37862676 PMCID: PMC10701594 DOI: 10.1182/bloodadvances.2023011169] [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: 07/10/2023] [Revised: 09/11/2023] [Accepted: 10/09/2023] [Indexed: 10/22/2023] Open
Abstract
Primary mediastinal B-cell lymphoma (PMBL) is an uncommon entity of aggressive B-cell lymphoma with an unusually good prognosis, except for 10-15% of chemotherapy-refractory cases. To identify earlier these higher risk patients, we performed molecular characterization of a retrospective multicenter cohort of patients treated with firstline immunochemotherapy. The traits of the patients with gene-expression profiling data (n = 120) were as follows: median age of 34 years (range, 18-67 years); female sex, 58.3%; elevated lactate dehydrogenase, 82.5%; Eastern Cooperative Oncology Group performance status score of 0 to 1, 85.7%; Ann Arbor stage I/II, 55%; International Prognostic Index score of 1 to 2, 64.4%; and median metabolic tumor volume, 290.4 cm3 (range, 15.7-1147.5 cm3). Among all 137 markers tested for correlation with survival data, only programmed death-ligand (PDL) 1 and PDL2 expression showed a prognostic impact. Overall, both PDL1 and PDL2 genes were highly expressed in 37 patients (30.8%; PDL1high/PDL2high). The baseline clinical characteristics of patients with PDL1high/PDL2high were similar to those of other patients. In univariate analysis, PDL1high/PDL2high status was associated with poor progression-free survival (PFS) (hazard ratio [HR], 4.292) and overall survival (OS; HR, 8.24). In multivariate analysis, PDL1high/PDL2high status was an independent prognostic factor of adverse outcomes (PFS: HR, 5.22; OS: HR, 10.368). We validated these results in an independent cohort of 40 patients and confirmed the significant association between PDL1high/PDL2high status and inferior PFS (HR, 6.11). High PDL1/PDL2 gene expression defines a population with strong immune privilege and poorer outcomes from standard chemotherapy who might benefit from firstline checkpoint inhibitor therapy.
Collapse
Affiliation(s)
- Vincent Camus
- Department of Hematology, Centre Henri Becquerel, Rouen, France
- INSERM U1245, Centre Henri Becquerel, University of Rouen, Rouen, France
| | | | - Fanny Drieux
- Department of Pathology, Centre Henri Becquerel, Rouen, France
| | | | - Pierre Sesques
- Department of Hematology, Hospices Civils de Lyon, Pierre-Bénite, France
| | - Corinne Haioun
- Lymphoid malignancies Unit, Henri Mondor University Hospital, Assistance Publique-Hôpitaux de Paris, Créteil, France
| | - Eric Durot
- Department of Hematology, Centre Hospitalier Universitaire (CHU) de Reims, Reims, France
| | - Martine Patey
- Department of Pathology, CHU de Reims, Reims, France
| | - Cédric Rossi
- Department of Hematology, Dijon University Hospital, Dijon, France
| | - Laurent Martin
- Department of Pathology, Dijon University Hospital, Dijon, France
| | - Vinciane Rainville
- INSERM U1245, Centre Henri Becquerel, University of Rouen, Rouen, France
| | - Elodie Bohers
- INSERM U1245, Centre Henri Becquerel, University of Rouen, Rouen, France
| | - Philippe Ruminy
- INSERM U1245, Centre Henri Becquerel, University of Rouen, Rouen, France
| | - Dominique Penther
- INSERM U1245, Centre Henri Becquerel, University of Rouen, Rouen, France
- Department of Genetic Oncology, Centre Henri Becquerel, Rouen France
| | - Sophie Kaltenbach
- Laboratory of Onco-Hematology, Necker Children's Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Julie Bruneau
- Université de Paris, Institut Imagine, Laboratory of Hematological Disorders, INSERM UMR1163, Paris, France
- Department of Pathology, Université Paris Cité, Assistance Publique-Hôpitaux de Paris, Necker and Robert Debré, Paris, France
| | - Jérome Paillassa
- Department of Hematology, Angers University Hospital, Angers, France
| | - Olivier Tournilhac
- Department of Hematology, Clermont-Ferrand University Hospital, Clermont-Ferrand, France
| | - Alexandre Willaume
- Department of Hematology, Lille University Hospital – Hôpital Claude Hurriez, Lille, France
| | - Chloé Antier
- Department of Hematology, University Hospital, Nantes, France
| | - Julien Lazarovici
- Department of Hematology, Institut Gustave Roussy, Villejuif, France
| | - Emilie Lévêque
- Clinical Research Unit, Centre Henri Becquerel, Rouen, France
| | - Pierre Decazes
- Department of Nuclear Medicine and QuantIF-LITIS-EA4108, University of Rouen, Centre Henri Becquerel, Rouen, France
| | - Stéphanie Becker
- Department of Nuclear Medicine and QuantIF-LITIS-EA4108, University of Rouen, Centre Henri Becquerel, Rouen, France
| | - David Tonnelet
- Department of Nuclear Medicine and QuantIF-LITIS-EA4108, University of Rouen, Centre Henri Becquerel, Rouen, France
| | | | - Philippe Gaulard
- Department of Pathology, Henri Mondor University Hospital, Assistance Publique-Hôpitaux de Paris, Créteil, France
| | - Hervé Tilly
- Department of Hematology, Centre Henri Becquerel, Rouen, France
- INSERM U1245, Centre Henri Becquerel, University of Rouen, Rouen, France
| | - Thierry Jo Molina
- Department of Pathology, Université Paris Cité, Assistance Publique-Hôpitaux de Paris, Necker and Robert Debré, Paris, France
| | | | - Fabrice Jardin
- Department of Hematology, Centre Henri Becquerel, Rouen, France
- INSERM U1245, Centre Henri Becquerel, University of Rouen, Rouen, France
| |
Collapse
|
13
|
Xu-Monette ZY, Li Y, Snyder T, Yu T, Lu T, Tzankov A, Visco C, Bhagat G, Qian W, Dybkaer K, Chiu A, Tam W, Zu Y, Hsi ED, Hagemeister FB, Wang Y, Go H, Ponzoni M, Ferreri AJ, Møller MB, Parsons BM, Fan X, van Krieken JH, Piris MA, Winter JN, Au Q, Kirsch I, Zhang M, Shaughnessy J, Xu B, Young KH. Tumor-Infiltrating Normal B Cells Revealed by Immunoglobulin Repertoire Clonotype Analysis Are Highly Prognostic and Crucial for Antitumor Immune Responses in DLBCL. Clin Cancer Res 2023; 29:4808-4821. [PMID: 37728879 PMCID: PMC10842978 DOI: 10.1158/1078-0432.ccr-23-1554] [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: 05/22/2023] [Revised: 08/09/2023] [Accepted: 09/18/2023] [Indexed: 09/21/2023]
Abstract
PURPOSE Tumor-infiltrating B lymphocytes (TIL-B) have demonstrated prognostic and predictive significance in solid cancers. In this study, we aimed to distinguish TIL-Bs from malignant B-cells in diffuse large B-cell lymphoma (DLBCL) and determine the clinical and biological significance. EXPERIMENTAL DESIGN A total of 269 patients with de novo DLBCL from the International DLBCL R-CHOP Consortium Program were studied. Ultra-deep sequencing of the immunoglobulin genes was performed to determine B-cell clonotypes. The frequencies and numbers of TIL-B clonotypes in individual repertoires were correlated with patient survival, gene expression profiling (GEP) data, and frequencies of DLBCL-infiltrating immune cells quantified by fluorescent multiplex IHC at single-cell resolution. RESULTS TIL-B abundance, evaluated by frequencies of normal B-cell clonotypes in the immunoglobulin repertoires, remarkably showed positive associations with significantly better survival of patients in our sequenced cohorts. DLBCLs with high versus low TIL-B abundance displayed distinct GEP signatures, increased pre-memory B-cell state and naïve CD4 T-cell state fractions, and higher CD4+ T-cell infiltration. TIL-B frequency, as a new biomarker in DLBCL, outperformed the germinal center (GC) B-cell-like/activated B-cell-like classification and TIL-T frequency. The identified TIL-B-high GEP signature, including genes upregulated during T-dependent B-cell activation and those highly expressed in normal GC B cells and T cells, showed significant favorable prognostic effects in several external validation cohorts. CONCLUSIONS TIL-B frequency is a significant prognostic factor in DLBCL and plays a crucial role in antitumor immune responses. This study provides novel insights into the prognostic determinants in DLBCL and TIL-B functions with important therapeutic implications.
Collapse
Affiliation(s)
- Zijun Y. Xu-Monette
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, NC, USA
| | - Yong Li
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | | | - Tiantian Yu
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, NC, USA
| | - Tingxun Lu
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, NC, USA
| | | | - Carlo Visco
- Department of Hematology, University of Verona, Verona, Italy
| | - Govind Bhagat
- Columbia University Irving Medical Center and New York Presbyterian Hospital, New York, NY, USA
| | - Wenbin Qian
- Department of Hematology, The Second Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | | | | | - Wayne Tam
- Weill Medical College of Cornell University, New York, NY, USA
| | - Youli Zu
- The Methodist Hospital, Houston, TX, USA
| | - Eric D. Hsi
- Wake Forest University, Winston-Salem, NC, USA
| | - Fredrick B. Hagemeister
- Department of Lymphoma/Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yingjun Wang
- The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Heounjeong Go
- Asan Medical Center, Ulsan University College of Medicine, Seoul, Korea
| | | | | | | | | | - Xiangshan Fan
- Pathology Center, Anhui Medical University and the first Affiliated Hospital, Hefei, China
| | | | - Miguel A. Piris
- Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Jane N. Winter
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Qingyan Au
- NeoGenomics Laboratories, Aliso Viejo, California, USA
| | | | - Mingzhi Zhang
- The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - John Shaughnessy
- Myeloma Center, Winthrop P. Rockefeller Institute, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Bing Xu
- The First Affiliated Hospital of Xiamen University, Xiamen, Fujian, China
| | - Ken H. Young
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, NC, USA
- Duke Cancer Institute, Durham, NC, USA
| |
Collapse
|
14
|
Ostojska M, Nowak E, Twardowska J, Lejman M, Zawitkowska J. CAR-T Cell Therapy in the Treatment of Pediatric Non-Hodgkin Lymphoma. J Pers Med 2023; 13:1595. [PMID: 38003910 PMCID: PMC10672004 DOI: 10.3390/jpm13111595] [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: 10/01/2023] [Revised: 11/03/2023] [Accepted: 11/08/2023] [Indexed: 11/26/2023] Open
Abstract
Non-Hodgkin lymphomas (NHL) are a group of cancers that originate in the lymphatic system, especially from progenitor or mature B-cells, T-cells, or natural killer (NK) cells. NHL is the most common hematological malignancy worldwide and also the fourth most frequent type of cancer among pediatric patients. This cancer can occur in children of any age, but it is quite rare under the age of 5 years. In recent decades, available medicines and therapies have significantly improved the prognosis of patients with this cancer. However, some cases of NHL are treatment resistant. For this reason, immunotherapy, as a more targeted and personalized treatment strategy, is becoming increasingly important in the treatment of NHL in pediatric patients. The objective of the following review is to gather the latest available research results, conducted among pediatric and/or adult patients with NHL, regarding one immunotherapy method, i.e., chimeric antigen receptor (CAR) T cell therapy. We focus on assessing the effectiveness of CAR-T cell therapy, which mainly targets B cell markers, CD19, CD20, and CD22, their connections with one another, sequential treatment, or connections with co-stimulatory molecules. In addition, we also evaluate the safety, aftermath (especially neurotoxicities) and limitations of CAR-T cell therapy.
Collapse
Affiliation(s)
- Magdalena Ostojska
- Student’s Scientific Association of the Department of Pediatric Hematology, Oncology and Transplantation, Medical University of Lublin, 20-093 Lublin, Poland; (M.O.); (E.N.); (J.T.)
| | - Emilia Nowak
- Student’s Scientific Association of the Department of Pediatric Hematology, Oncology and Transplantation, Medical University of Lublin, 20-093 Lublin, Poland; (M.O.); (E.N.); (J.T.)
| | - Julia Twardowska
- Student’s Scientific Association of the Department of Pediatric Hematology, Oncology and Transplantation, Medical University of Lublin, 20-093 Lublin, Poland; (M.O.); (E.N.); (J.T.)
| | - Monika Lejman
- Independent Laboratory of Genetic Diagnostics, Faculty of Medicine, Medical University of Lublin, 20-093 Lublin, Poland;
| | - Joanna Zawitkowska
- Department of Pediatric Hematology, Oncology and Transplantation, Medical University of Lublin, 20-093 Lublin, Poland
| |
Collapse
|
15
|
Hilton LK, Scott DW, Morin RD. Biological heterogeneity in diffuse large B-cell lymphoma. Semin Hematol 2023; 60:267-276. [PMID: 38151380 DOI: 10.1053/j.seminhematol.2023.11.006] [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: 09/05/2023] [Revised: 11/19/2023] [Accepted: 11/28/2023] [Indexed: 12/29/2023]
Abstract
Diffuse large B-cell lymphoma (DLBCL) is heterogeneous both in clinical outcomes and the underlying disease biology. Over the last 2 decades, several different approaches for dissecting biological heterogeneity have emerged. Gene expression profiling (GEP) stratifies DLBCL into 3 broad groups (ABC, GCB, and DZsig/MHG), each with parallels to different normal mature B cell developmental states and prognostic implications. More recently, several different genomic approaches have been developed to categorize DLBCL based on the co-occurrence of tumor somatic mutations, identifying more granular biologically unified subgroups that complement GEP-based approaches. We review the molecular approaches and clinical evidence supporting the stratification of DLBCL patients based on tumor biology. By offering a platform for subtype-guided therapy, these divisions remain a promising avenue for improving patient outcomes, especially in subgroups with inferior outcomes with current standard-of-care therapy.
Collapse
Affiliation(s)
- Laura K Hilton
- BC Cancer Centre for Lymphoid Cancer, Vancouver, BC, Canada.; Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada.
| | - David W Scott
- BC Cancer Centre for Lymphoid Cancer, Vancouver, BC, Canada.; Division of Medical Oncology, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Ryan D Morin
- BC Cancer Centre for Lymphoid Cancer, Vancouver, BC, Canada.; Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada; Canada's Michael Smith Genome Sciences Centre, BC Cancer Research Centre, Vancouver, BC, Canada
| |
Collapse
|
16
|
Tsumura A, Levis D, Tuscano JM. Checkpoint inhibition in hematologic malignancies. Front Oncol 2023; 13:1288172. [PMID: 37920162 PMCID: PMC10619902 DOI: 10.3389/fonc.2023.1288172] [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: 09/03/2023] [Accepted: 10/04/2023] [Indexed: 11/04/2023] Open
Abstract
Checkpoint inhibitor therapy has emerged as an effective therapeutic strategy for many types of malignancies, especially in solid tumors. Within the last two decades, numerous monoclonal antibody drugs targeting the CTLA-4 and PD-1/PD-L1 checkpoint pathways have seen FDA approval. Within hematologic malignancies, Hodgkin Lymphoma has seen the greatest clinical benefits thus far with more recent data showing efficacy in the front-line setting. As our understanding of checkpoint inhibition expands, using these pathways as a therapeutic target has shown some utility in the treatment of other hematologic malignancies as well, primarily in the relapsed/refractory settings. Checkpoint inhibition also appears to have a role as a synergistic agent to augment clinical responses to other forms of therapy such as hematopoietic stem cell transplant. Moreover, alternative checkpoint molecules that bypass the well-studied CTLA-4 and PD-1/PD-L1 pathways have emerged as exciting new therapeutic targets. Most excitingly is the use of anti-CD47 blockade in the treatment of high risk MDS and TP-53 mutated AML. Overall, there has been tremendous progress in understanding the benefits of checkpoint inhibition in hematologic malignancies, but further studies are needed in all areas to best utilize these agents. This is a review of the most recent developments and progress in Immune Checkpoint Inhibition in Hematologic Malignancies in the last decade.
Collapse
Affiliation(s)
- Aaron Tsumura
- Division of Malignant Hematology/Cellular Therapy and Transplantation, University of California Davis, Sacramento, CA, United States
| | - Daniel Levis
- School of Medicine, University of California Davis, Sacramento, CA, United States
| | - Joseph M. Tuscano
- Division of Malignant Hematology/Cellular Therapy and Transplantation, University of California Davis, Sacramento, CA, United States
- School of Medicine, University of California Davis, Sacramento, CA, United States
| |
Collapse
|
17
|
Ji S, Yu H, Zhou D, Fan X, Duan Y, Tan Y, Lang M, Shao G. Cancer stem cell-derived CHI3L1 activates the MAF/CTLA4 signaling pathway to promote immune escape in triple-negative breast cancer. J Transl Med 2023; 21:721. [PMID: 37838657 PMCID: PMC10576881 DOI: 10.1186/s12967-023-04532-6] [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: 04/15/2023] [Accepted: 09/17/2023] [Indexed: 10/16/2023] Open
Abstract
BACKGROUND Triple-negative breast cancer (TNBC) development may be associated with tumor immune escape. This study explores whether the CHI3L1/MAF/CTLA4/S100A4 axis affects immune escape in TNBC through interplay with triple-negative breast cancer stem cells (TN-BCSCs). OBJECTIVE The aim of this study is to utilize single-cell transcriptome sequencing (scRNA-seq) to uncover the molecular mechanisms by which the CHI3L1/MAF/CTLA4 signaling pathway may mediate immune evasion in triple-negative breast cancer through the interaction between tumor stem cells (CSCs) and immune cells. METHODS Cell subsets in TNBC tissues were obtained through scRNA-seq, followed by screening differentially expressed genes in TN-BCSCs and B.C.s (CD44+ and CD24-) and predicting the transcription factor regulated by CHI3L1. Effect of CHI3L1 on the stemness phenotype of TNBC cells investigated. Effects of BCSCs-231-derived CHI3L1 on CTLA4 expression in T cells were explored after co-culture of BCSCs-231 cells obtained from microsphere culture of TN-BCSCs with T cells. BCSCs-231-treated T cells were co-cultured with CD8+ T cells to explore the resultant effect on T cell cytotoxicity. An orthotopic B.C. transplanted tumor model in mice with humanized immune systems was constructed, in which the Role of CHI3L1/MAF/CTLA4 in the immune escape of TNBC was explored. RESULTS Eight cell subsets were found in the TNBC tissues, and the existence of TN-BCSCs was observed in the epithelial cell subset. CHI3L1 was related to the stemness phenotype of TNBC cells. TN-BCSC-derived CHI3L1 increased CTLA4 expression in T cells through MAF, inhibiting CD8+ T cell cytotoxicity and inducing immunosuppression. Furthermore, the CTLA4+ T cells might secrete S100A4 to promote the stemness phenotype of TNBC cells. CONCLUSIONS TN-BCSC-derived CHI3L1 upregulates CTLA4 expression in T cells through MAF, suppressing the function of CD8+ T cells, which promotes the immune escape of TNBC.
Collapse
Affiliation(s)
- Shufeng Ji
- Special Medical Service Center, General Surgery, Zhujiang Hospital of Southern Medical University, No. 253, Middle Gongye Avenue, Haizhu District, Guangzhou, 510280, Guangdong, People's Republic of China
| | - Hao Yu
- Special Medical Service Center, General Surgery, Zhujiang Hospital of Southern Medical University, No. 253, Middle Gongye Avenue, Haizhu District, Guangzhou, 510280, Guangdong, People's Republic of China
| | - Dan Zhou
- Department of Breast Surgery, The First People's Hospital of Foshan, Foshan, 528000, People's Republic of China
| | - Xulong Fan
- Department of Breast Surgery, Maternity and Children's Healthcare Hospital of Foshan, Foshan, 528000, People's Republic of China
| | - Yan Duan
- Special Medical Service Center, General Surgery, Zhujiang Hospital of Southern Medical University, No. 253, Middle Gongye Avenue, Haizhu District, Guangzhou, 510280, Guangdong, People's Republic of China
| | - Yijiang Tan
- Special Medical Service Center, General Surgery, Zhujiang Hospital of Southern Medical University, No. 253, Middle Gongye Avenue, Haizhu District, Guangzhou, 510280, Guangdong, People's Republic of China
| | - Min Lang
- Special Medical Service Center, General Surgery, Zhujiang Hospital of Southern Medical University, No. 253, Middle Gongye Avenue, Haizhu District, Guangzhou, 510280, Guangdong, People's Republic of China
| | - Guoli Shao
- Special Medical Service Center, General Surgery, Zhujiang Hospital of Southern Medical University, No. 253, Middle Gongye Avenue, Haizhu District, Guangzhou, 510280, Guangdong, People's Republic of China.
| |
Collapse
|
18
|
Han B, Yim J, Lim S, Na S, Lee C, Kim TM, Paik JH, Kim S, Jeon YK. Prognostic Impact of the Immunoscore Based on Whole-Slide Image Analysis of CD3+ Tumor-Infiltrating Lymphocytes in Diffuse Large B-Cell Lymphoma. Mod Pathol 2023; 36:100224. [PMID: 37257823 DOI: 10.1016/j.modpat.2023.100224] [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: 02/11/2023] [Revised: 04/28/2023] [Accepted: 05/09/2023] [Indexed: 06/02/2023]
Abstract
An Immunoscore based on tumor-infiltrating T-cell density was validated as a prognostic factor in patients with solid tumors. However, the potential utility of the Immunoscore in predicting the prognosis of patients with diffuse large B-cell lymphoma (DLBCL) is unclear. Here, the prognostic value of an Immunoscore based on tumor-infiltrating CD3+ T-cell density was evaluated in 104 patients with DLBCL who underwent R-CHOP (rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisolone) therapy. Digitally scanned whole-slide images were analyzed using Aperio ImageScope software. CD3+ cell densities in the whole tumor area were quantitated using 3 different methods, including number of CD3+ cells/area (mm2), ratio of CD3+ cells to total cells, and ratio of CD3+ cells to CD20+ cells. There was a high concordance among the 3 methods. Patients with low CD3+ cell density had an elevated serum lactate dehydrogenase level and a high Ki-67 proliferation index (all, P < .05). Patients with low CD3+ cell density, according to all 3 methods, had worse overall survival (OS) and worse progression-free survival (P < .05, all). They also had poor OS, independent of MYC/BCL2 double expression (DE) status, Eastern Cooperative Oncology Group performance status, or Ann Arbor stage (all, P < .05). These results were validated using 2 publicly available data sets. In both validation cohorts, patients with low CD3E mRNA expression had an elevated serum lactate dehydrogenase level, extranodal site involvement, and DE status (P < .05). They also had worse progression-free survival (P = .067 and P = .002, respectively) and OS (both P < .05). A low CD3E mRNA level was predictive of poor OS, independent of DE status. An Immunoscore based on whole-slide image analysis of CD3+ T-cell infiltration was sufficient to predict survival in patients with DLBCL. Low CD3+ cell density was a poor prognostic factor, independent of other prognostic parameters and DE status.
Collapse
Affiliation(s)
- Bogyeong Han
- Department of Pathology, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Pathology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Jeemin Yim
- Department of Pathology, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Pathology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Sojung Lim
- Department of Pathology, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Pathology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Sei Na
- Department of Pathology, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Pathology, Seoul National University Bundang Hospital, Seongnam-si, Republic of Korea
| | - Cheol Lee
- Department of Pathology, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Pathology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Tae Min Kim
- Cancer Research Institute, Seoul National University, Seoul, Republic of Korea; Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jin-Ho Paik
- Department of Pathology, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Pathology, Seoul National University Bundang Hospital, Seongnam-si, Republic of Korea
| | - Sehui Kim
- Department of Pathology, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Pathology, Korea University Guro Hospital, Seoul, Republic of Korea.
| | - Yoon Kyung Jeon
- Department of Pathology, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Pathology, Seoul National University Hospital, Seoul, Republic of Korea; Cancer Research Institute, Seoul National University, Seoul, Republic of Korea.
| |
Collapse
|
19
|
Collier-Bain HD, Brown FF, Causer AJ, Emery A, Oliver R, Moore S, Murray J, Turner JE, Campbell JP. Harnessing the immunomodulatory effects of exercise to enhance the efficacy of monoclonal antibody therapies against B-cell haematological cancers: a narrative review. Front Oncol 2023; 13:1244090. [PMID: 37681023 PMCID: PMC10482436 DOI: 10.3389/fonc.2023.1244090] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 08/09/2023] [Indexed: 09/09/2023] Open
Abstract
Therapeutic monoclonal antibodies (mAbs) are standard care for many B-cell haematological cancers. The modes of action for these mAbs include: induction of cancer cell lysis by activating Fcγ-receptors on innate immune cells; opsonising target cells for antibody-dependent cellular cytotoxicity or phagocytosis, and/or triggering the classical complement pathway; the simultaneous binding of cancer cells with T-cells to create an immune synapse and activate perforin-mediated T-cell cytotoxicity against cancer cells; blockade of immune checkpoints to facilitate T-cell cytotoxicity against immunogenic cancer cell clones; and direct delivery of cytotoxic agents via internalisation of mAbs by target cells. While treatment regimens comprising mAb therapy can lead to durable anti-cancer responses, disease relapse is common due to failure of mAb therapy to eradicate minimal residual disease. Factors that limit mAb efficacy include: suboptimal effector cell frequencies, overt immune exhaustion and/or immune anergy, and survival of diffusely spread tumour cells in different stromal niches. In this review, we discuss how immunomodulatory changes arising from exposure to structured bouts of acute exercise might improve mAb treatment efficacy by augmenting (i) antibody-dependent cellular cytotoxicity, (ii) antibody-dependent cellular phagocytosis, (iii) complement-dependent cytotoxicity, (iv) T-cell cytotoxicity, and (v) direct delivery of cytotoxic agents.
Collapse
Affiliation(s)
| | - Frankie F. Brown
- Department for Health, University of Bath, Bath, United Kingdom
- School of Applied Sciences, Edinburgh Napier University, Edinburgh, United Kingdom
| | - Adam J. Causer
- Department for Health, University of Bath, Bath, United Kingdom
| | - Annabelle Emery
- Department for Health, University of Bath, Bath, United Kingdom
| | - Rebecca Oliver
- Department for Health, University of Bath, Bath, United Kingdom
- Department of Haematology, Royal United Hospitals Bath NHS Foundation Trust, Bath, United Kingdom
| | - Sally Moore
- Department of Haematology, Royal United Hospitals Bath NHS Foundation Trust, Bath, United Kingdom
| | - James Murray
- Department of Haematology, Royal United Hospitals Bath NHS Foundation Trust, Bath, United Kingdom
| | - James E. Turner
- Department for Health, University of Bath, Bath, United Kingdom
- School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, United Kingdom
| | | |
Collapse
|
20
|
Wright KT, Weirather JL, Jiang S, Kao KZ, Sigal Y, Giobbie-Hurder A, Shipp MA, Rodig SJ. Diffuse large B-cell lymphomas have spatially defined, tumor immune microenvironments revealed by high-parameter imaging. Blood Adv 2023; 7:4633-4646. [PMID: 37196647 PMCID: PMC10448427 DOI: 10.1182/bloodadvances.2023009813] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 04/27/2023] [Accepted: 05/14/2023] [Indexed: 05/19/2023] Open
Abstract
Diffuse large B-cell lymphoma (DLBCL) not otherwise specified is the most common aggressive non-Hodgkin lymphoma and a biologically heterogeneous disease. Despite the development of effective immunotherapies, the organization of the DLBCL tumor-immune microenvironment (TIME) remains poorly understood.We interrogated the intact TIME of 51 de novo DLBCLs with triplicate sampling to characterize 337 995 tumor and immune cells using a 27-plex antibody panel that captured cell lineage, architectural, and functional markers. We spatially assigned individual cells, identified local cell neighborhoods, and established their topographical organization in situ. We found that the organization of local tumor and immune cells can be modeled by 6 composite cell neighborhood types (CNTs). Differential CNT representation divided cases into 3 aggregate TIME categories: immune-deficient, dendritic cell-enriched (DC-enriched), and macrophage-enriched (Mac-enriched). Cases with immune-deficient TIMEs have tumor cell-rich CNTs, in which the few infiltrating immune cells are enriched near CD31+ vessels, in keeping with limited immune activity. Cases with DC-enriched TIMEs selectively include tumor cell-poor/immune cell-rich CNTs with high numbers of CD11c+ DCs and antigen-experienced T cells also enriched near CD31+ vessels, in keeping with increased immune activity. Cases with Mac-enriched TIMEs selectively include tumor cell-poor/immune cell-rich CNTs with high numbers of CD163+ macrophages and CD8 T cells throughout the microenvironment, accompanied by increased IDO-1 and LAG-3 and decreased HLA-DR expression and genetic signatures in keeping with immune evasion. Our findings reveal that the heterogenous cellular components of DLBCL are not randomly distributed but organized into CNTs that define aggregate TIMEs with distinct cellular, spatial, and functional features.
Collapse
Affiliation(s)
- Kyle T. Wright
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK
| | - Jason L. Weirather
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA
- Center for Immuno-oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Sizun Jiang
- Department of Microbiology and Immunology, Stanford University, Palo Alto, CA
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA
| | - Katrina Z. Kao
- Center for Immuno-oncology, Dana-Farber Cancer Institute, Boston, MA
| | | | | | - Margaret A. Shipp
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Scott J. Rodig
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA
| |
Collapse
|
21
|
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: 3] [Impact Index Per Article: 3.0] [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.
Collapse
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.
| |
Collapse
|
22
|
Luke JJ, Fakih M, Schneider C, Chiorean EG, Bendell J, Kristeleit R, Kurzrock R, Blagden SP, Brana I, Goff LW, O'Hayer K, Geschwindt R, Smith M, Zhou F, Naing A. Phase I/II sequencing study of azacitidine, epacadostat, and pembrolizumab in advanced solid tumors. Br J Cancer 2023; 128:2227-2235. [PMID: 37087488 PMCID: PMC10241827 DOI: 10.1038/s41416-023-02267-1] [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: 12/12/2022] [Revised: 03/30/2023] [Accepted: 03/31/2023] [Indexed: 04/24/2023] Open
Abstract
BACKGROUND Indoleamine 2,3-dioxygenase 1 (IDO1), an interferon-inducible enzyme, contributes to tumor immune intolerance. Immune checkpoint inhibition may increase interferon levels; combining IDO1 inhibition with immune checkpoint blockade represents an attractive strategy. Epigenetic agents trigger interferon responses and may serve as an immunotherapy priming method. We evaluated whether epigenetic therapy plus IDO1 inhibition and immune checkpoint blockade confers clinical benefit to patients with advanced solid tumors. METHODS ECHO-206 was a Phase I/II study where treatment-experienced patients with advanced solid tumors (N = 70) received azacitidine plus an immunotherapy doublet (epacadostat [IDO1 inhibitor] and pembrolizumab). Sequencing of treatment was also assessed. Primary endpoints were safety/tolerability (Phase I), maximum tolerated dose (MTD) or pharmacologically active dose (PAD; Phase I), and investigator-assessed objective response rate (ORR; Phase II). RESULTS In Phase I, no dose-limiting toxicities were reported, the MTD was not reached; a PAD was not determined. ORR was 5.7%, with four partial responses. The most common treatment-related adverse events (AEs) were fatigue (42.9%) and nausea (42.9%). Twelve (17.1%) patients experienced ≥1 fatal AE, one of which (asthenia) was treatment-related. CONCLUSIONS Although the azacitidine-epacadostat-pembrolizumab regimen was well tolerated, it was not associated with substantial clinical response in patients with advanced solid tumors previously exposed to immunotherapy.
Collapse
Affiliation(s)
- Jason J Luke
- UPMC Hillman Cancer Center, Pittsburgh, PA, USA.
| | - Marwan Fakih
- City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Charles Schneider
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - E Gabriela Chiorean
- University of Washington School of Medicine, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Johanna Bendell
- Sarah Cannon Research Institute/Tennessee Oncology, Nashville, TN, USA
| | | | - Razelle Kurzrock
- University of California San Diego School of Medicine, La Jolla, CA, USA
| | - Sarah P Blagden
- Early Phase Clinical Trials Unit, University of Oxford, Oxford, England, UK
| | - Irene Brana
- Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Laura W Goff
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | | | | | - Feng Zhou
- Incyte Corporation, Wilmington, DE, USA
| | - Aung Naing
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| |
Collapse
|
23
|
Xu S, Wang C, Yang L, Wu J, Li M, Xiao P, Xu Z, Xu Y, Wang K. Targeting immune checkpoints on tumor-associated macrophages in tumor immunotherapy. Front Immunol 2023; 14:1199631. [PMID: 37313405 PMCID: PMC10258331 DOI: 10.3389/fimmu.2023.1199631] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 05/16/2023] [Indexed: 06/15/2023] Open
Abstract
Unprecedented breakthroughs have been made in cancer immunotherapy in recent years. Particularly immune checkpoint inhibitors have fostered hope for patients with cancer. However, immunotherapy still exhibits certain limitations, such as a low response rate, limited efficacy in certain populations, and adverse events in certain tumors. Therefore, exploring strategies that can improve clinical response rates in patients is crucial. Tumor-associated macrophages (TAMs) are the predominant immune cells that infiltrate the tumor microenvironment and express a variety of immune checkpoints that impact immune functions. Mounting evidence indicates that immune checkpoints in TAMs are closely associated with the prognosis of patients with tumors receiving immunotherapy. This review centers on the regulatory mechanisms governing immune checkpoint expression in macrophages and strategies aimed at improving immune checkpoint therapies. Our review provides insights into potential therapeutic targets to improve the efficacy of immune checkpoint blockade and key clues to developing novel tumor immunotherapies.
Collapse
Affiliation(s)
- Shumin Xu
- Department of Respiratory and Critical Care Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
| | - Chenyang Wang
- Department of Respiratory and Critical Care Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
| | - Lingge Yang
- Department of Respiratory and Critical Care Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
| | - Jiaji Wu
- Department of Respiratory and Critical Care Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
| | - Mengshu Li
- Department of Respiratory and Critical Care Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
| | - Peng Xiao
- School of Medicine, Zhejiang University, Hangzhou, China
| | - Zhiyong Xu
- Department of Respiratory and Critical Care Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
| | - Yun Xu
- Department of Respiratory and Critical Care Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
| | - Kai Wang
- Department of Respiratory and Critical Care Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
| |
Collapse
|
24
|
Melnik BC, Stadler R, Weiskirchen R, Leitzmann C, Schmitz G. Potential Pathogenic Impact of Cow’s Milk Consumption and Bovine Milk-Derived Exosomal MicroRNAs in Diffuse Large B-Cell Lymphoma. Int J Mol Sci 2023; 24:ijms24076102. [PMID: 37047075 PMCID: PMC10094152 DOI: 10.3390/ijms24076102] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 03/05/2023] [Accepted: 03/16/2023] [Indexed: 03/29/2023] Open
Abstract
Epidemiological evidence supports an association between cow’s milk consumption and the risk of diffuse large B-cell lymphoma (DLBCL), the most common non-Hodgkin lymphoma worldwide. This narrative review intends to elucidate the potential impact of milk-related agents, predominantly milk-derived exosomes (MDEs) and their microRNAs (miRs) in lymphomagenesis. Upregulation of PI3K-AKT-mTORC1 signaling is a common feature of DLBCL. Increased expression of B cell lymphoma 6 (BCL6) and suppression of B lymphocyte-induced maturation protein 1 (BLIMP1)/PR domain-containing protein 1 (PRDM1) are crucial pathological deviations in DLBCL. Translational evidence indicates that during the breastfeeding period, human MDE miRs support B cell proliferation via epigenetic upregulation of BCL6 (via miR-148a-3p-mediated suppression of DNA methyltransferase 1 (DNMT1) and miR-155-5p/miR-29b-5p-mediated suppression of activation-induced cytidine deaminase (AICDA) and suppression of BLIMP1 (via MDE let-7-5p/miR-125b-5p-targeting of PRDM1). After weaning with the physiological termination of MDE miR signaling, the infant’s BCL6 expression and B cell proliferation declines, whereas BLIMP1-mediated B cell maturation for adequate own antibody production rises. Because human and bovine MDE miRs share identical nucleotide sequences, the consumption of pasteurized cow’s milk in adults with the continued transfer of bioactive bovine MDE miRs may de-differentiate B cells back to the neonatal “proliferation-dominated” B cell phenotype maintaining an increased BLC6/BLIMP1 ratio. Persistent milk-induced epigenetic dysregulation of BCL6 and BLIMP1 expression may thus represent a novel driving mechanism in B cell lymphomagenesis. Bovine MDEs and their miR cargo have to be considered potential pathogens that should be removed from the human food chain.
Collapse
|
25
|
Wang HJ, Feng YP, Tian XX, Wu XH, Hao LZ, Li Y, Mei SJ. Effect of Yak Meat to the Daily Ration of Scalded Rats for Wound Healing. Clin Cosmet Investig Dermatol 2023; 16:751-767. [PMID: 37016603 PMCID: PMC10066901 DOI: 10.2147/ccid.s393066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 03/08/2023] [Indexed: 03/30/2023]
Abstract
Objective Treatment of burn wound healing involves infection, nutrition, psychology and rehabilitation, and proper nutritional support can promote wound healing, enhance immune function and reduce the incidence of complications. This study aimed to investigate the effects of feed containing yak meat on scalded rats' body condition and wound healing. Methods Adopting a two-factor factorial design, the growth performance, food intake, body weight, and Lee's index of rats were measured. The wound conditions of scalded rats with different feeds (basic, basic + yak meat, and basic + yellow beef) were observed at different periods, and their wounds' hematoxylin and eosin (H&E) staining states were detected. The proliferating cell nuclear antigen (PCNA)-positive cells and apoptosis were analyzed to evaluate the effects of feed on the wound healing of scalded rats. Results The feed intake was the highest in the yellow beef feed group and the lowest in the yak meat feed group. The body weight was the highest in the yak meat feed group and the lowest in the yellow beef feed group. Furthermore, 45 days after scalding, the obesity index in the yak beef feed group was the closest to that of the rats before scalding. The wound recovery of the rats in the yak meat feed group was the best at 30 days, and the H&E staining results also proved that the recovery effect of the scalded rats in the yak meat feed group was better than other two groups. According to the results of PCNA and apoptosis, the yak meat feed group had lower positive cell rate and faster wound healing. Conclusion The rats in the yak meat feed group recovered better than those in the other groups, and the yak beef feed had the best effect on the wound healing of the scalded rats.
Collapse
Affiliation(s)
- Hong-Jin Wang
- Department of Burns and Plastic Surgery, Affiliated Hospital of Qinghai University, Xining, Qinghai, 810012, People’s Republic of China
| | - Yan-Ping Feng
- Department of Burns and Plastic Surgery, Affiliated Hospital of Qinghai University, Xining, Qinghai, 810012, People’s Republic of China
| | - Xiao-Xia Tian
- Qinghai University, Academy of Animal Science and Veterinary Medicine, Key Laboratory of Plateau Grazing Animal Nutrition and Feed Science of Qinghai Province, Xining, Qinghai, 810016, People’s Republic of China
| | - Xiao-Han Wu
- Department of Burns and Plastic Surgery, Affiliated Hospital of Qinghai University, Xining, Qinghai, 810012, People’s Republic of China
| | - Li-Zhuang Hao
- Qinghai University, Academy of Animal Science and Veterinary Medicine, Key Laboratory of Plateau Grazing Animal Nutrition and Feed Science of Qinghai Province, Xining, Qinghai, 810016, People’s Republic of China
| | - Yi Li
- Department of Burns and Plastic Surgery, Affiliated Hospital of Qinghai University, Xining, Qinghai, 810012, People’s Republic of China
- Correspondence: Yi Li, Department of Burns and Plastic Surgery, Affiliated Hospital of Qinghai University, No. 29 Tongren Road, Xining, Qinghai province, 810010, People’s Republic of China, Tel +86-13709760887, Email
| | - Shi-Juan Mei
- Department of Oncology, affiliated Hospital of Qinghai University, Xining, Qinghai, 810010, People’s Republic of China
- Shi-Juan Mei, Department of Oncology, Affiliated Hospital of Qinghai University, No. 29 Tongren Road, Xining, Qinghai province, 810010, People’s Republic of China, Tel +86-15009715352, Email
| |
Collapse
|
26
|
Piccinelli S, Romee R, Shapiro RM. The natural killer cell immunotherapy platform: an overview of the landscape of clinical trials in liquid and solid tumors. Semin Hematol 2023; 60:42-51. [PMID: 37080710 DOI: 10.1053/j.seminhematol.2023.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Accepted: 02/23/2023] [Indexed: 03/07/2023]
Abstract
The translation of natural killer (NK) cells to the treatment of malignant disease has made significant progress in the last few decades. With a variety of available sources and improvements in both in vitro and in vivo NK cell expansion, the NK cell immunotherapy platform has come into its own. The enormous effort continues to further optimize this platform, including ways to enhance NK cell persistence, trafficking to the tumor microenvironment, and cytotoxicity. As this effort bears fruit, it is translated into a plethora of clinical trials in patients with advanced malignancies. The adoptive transfer of NK cells, either as a standalone therapy or in combination with other immunotherapies, has been applied for the treatment of both liquid and solid tumors, with numerous early-phase trials showing promising results. This review aims to summarize the key advantages of NK cell immunotherapy, highlight several of the current approaches being taken for its optimization, and give an overview of the landscape of clinical trials translating this platform into clinic.
Collapse
|
27
|
Sharma NR, Lo SK, Hendifar A, Othman MO, Patel K, Mendoza-Ladd A, Verco S, Maulhardt HA, Verco J, Wendt A, Marin A, Schmidt CM, diZerega G. Response of Locally Advanced Pancreatic Cancer to Intratumoral Injection of Large Surface Area Microparticle Paclitaxel: Initial Report of Safety and Clinical Outcome. Pancreas 2023; 52:e179-e187. [PMID: 37782888 DOI: 10.1097/mpa.0000000000002236] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
OBJECTIVES Large surface area microparticle paclitaxel (LSAM-PTX) provides an intratumoral (IT) chemotherapeutic depot. Safety, tolerability, and tumor response to IT LSAM-PTX delivered by endoscopic ultrasound-fine needle injection were evaluated in subjects with unresectable locally advanced pancreatic cancer (LAPC). METHODS Ten subjects treated in a dose escalation phase and 22 additional subjects receiving 2 injections, 4 weeks apart, of 15 mg/mL LSAM-PTX were followed for 12 months. Paclitaxel pharmacokinetics were evaluated, imaging at 3 and 6 months determined tumor response, and multiplex immunofluorescence was conducted to characterize local immune response. RESULTS Most treatment-emergent adverse events were attributed to LAPC. Plasma paclitaxel levels were negligible. Eight subjects' tumors became resectable after IT LSAM-PTX, and 5 of 6 (83%) were resected with R0. Multiplex immunofluorescence of resected tumors demonstrated increased T cells, natural killer cells, and macrophages and decreased myeloid-derived suppressor cells. Six-month disease control rate was 94%, and median overall survival was 19.7 months in the 2-injection subjects. For nonresected and resected groups, overall survival times were 18.9 and 35.2 months, respectively. CONCLUSIONS Neoadjuvant IT LSAM-PTX, in combination with SOC, was well tolerated and may provide benefits to LAPC patients, evidenced by enhanced immune response, improved disease control rate, restaging leading to surgery, and extended survival.
Collapse
Affiliation(s)
- Neil R Sharma
- From the Division of Interventional Oncology and Surgical Endoscopy, Parkview Cancer Institute, Fort Wayne, IN
| | - Simon K Lo
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Andrew Hendifar
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Mohamed O Othman
- Gastroenterology and Hepatology Section, Baylor College of Medicine Medical Center, Houston, TX
| | - Kalpesh Patel
- Gastroenterology and Hepatology Section, Baylor College of Medicine Medical Center, Houston, TX
| | - Antonio Mendoza-Ladd
- Division of Gastroenterology, Texas Tech University Health Sciences Center at El Paso, El Paso, TX
| | | | | | | | | | | | | | | |
Collapse
|
28
|
Stirm K, Leary P, Wüst D, Stark D, Joller N, Karakus U, Boyman O, Tzankov A, Müller A. Treg-selective IL-2 starvation synergizes with CD40 activation to sustain durable responses in lymphoma models. J Immunother Cancer 2023; 11:e006263. [PMID: 36822670 PMCID: PMC9950978 DOI: 10.1136/jitc-2022-006263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/06/2023] [Indexed: 02/25/2023] Open
Abstract
BACKGROUND Roughly half of all diffuse large B-cell lymphomas (DLBCLs) are infiltrated by large numbers of regulatory T-cells (Tregs). Although the presence of 'effector' Tregs in particular is associated with an inferior prognosis in patients on standard rituximab plus cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP) immunochemotherapy, the role of this cell type during lymphoma initiation and progression is poorly understood. METHODS Here, we use tissue microarrays containing prospectively collected DLBCL patient specimens, as well as data from publicly available cohorts to explore the mutational landscape of Treg-infiltrated DLBCL. We further take advantage of a model of MYC-driven lymphoma to mechanistically dissect the contribution of Tregs to lymphoma pathogenesis and to develop a strategy of Treg-selective interleukin-2 (IL-2) starvation to improve immune control of MYC-driven lymphoma. RESULTS We find that all genetic DLBCL subtypes, except for one characterized by co-occurring MYD88/CD79 mutations, are heavily infiltrated by Tregs. Spectral flow cytometry and scRNA-sequencing reveal the robust expression of functional and immunosuppressive markers on Tregs infiltrating MYC-driven lymphomas; notably, we find that intratumoral Tregs arise due to local conversion from naïve CD4+ precursors on tumor contact. Treg ablation in Foxp3iDTR mice, or by antibody-mediated Treg-selective blockade of IL-2 signaling, strongly reduces the lymphoma burden. We identify lymphoma B-cells as a major source of IL-2, and show that the effects of Treg depletion are reversed by the simultaneous depletion of Foxp3-negative CD4+ T-cells, but not CD8+ T-cells or natural killer (NK) cells. The inhibition of ATP hydrolyzation and adenosine production by Tregs at least partly phenocopies the effects of Treg depletion. Treg depletion further synergizes with pro-apoptotic CD40 activation to sustain durable responses. CONCLUSION The combined data implicate Tregs as a potential therapeutic target in DLBCL, especially in combination with other immunotherapies.
Collapse
Affiliation(s)
- Kristin Stirm
- Institute of Molecular Cancer Research, University of Zurich, Zurich, Switzerland
| | - Peter Leary
- Institute of Molecular Cancer Research, University of Zurich, Zurich, Switzerland
| | - Daria Wüst
- Institute of Molecular Cancer Research, University of Zurich, Zurich, Switzerland
| | - Dominique Stark
- Institute of Molecular Cancer Research, University of Zurich, Zurich, Switzerland
| | - Nicole Joller
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
| | - Ufuk Karakus
- Department of Immunology, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Onur Boyman
- Department of Immunology, University Hospital Zurich and University of Zurich, Zurich, Switzerland
- Comprehensive Cancer Center Zurich, Zurich, Switzerland
- Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Alexandar Tzankov
- Institute of Medical Genetics and Pathology, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Anne Müller
- Institute of Molecular Cancer Research, University of Zurich, Zurich, Switzerland
- Comprehensive Cancer Center Zurich, Zurich, Switzerland
| |
Collapse
|
29
|
Zhu Y, Xiao H, Yu T, Cai D, Zhou Q, Zhou G, Wang L. An immune risk score predicts survival of patients with diffuse large B-cell lymphoma. Leuk Res 2023; 125:107008. [PMID: 36630885 DOI: 10.1016/j.leukres.2022.107008] [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: 11/16/2022] [Revised: 12/22/2022] [Accepted: 12/28/2022] [Indexed: 12/30/2022]
Abstract
PURPOSE Providing accurate prognostic models is necessary for diffuse large B-cell lymphoma, but there are still many uncertainties. So far, none of the models include immune cells. Therefore, an immune risk score was constructed to predict the survival of patients. METHODS CIBERSORTx was chosen to estimate the proportion of 22 human immune cell subsets from public datasets and generate an immune risk score to predict patients' survival in a training cohort using the least absolute shrinkage and selection operator (LASSO) Cox regression model. RESULTS The prognostic model had high predictive ability in the training and validation cohorts. Subjects in the training cohort with high scores had a worse prognosis compared with subjects with low scores. The same result was also found in the three validation cohorts. Multivariable analysis suggested that the immune risk score was an independent prognostic factor. The merged score, including the immune risk score and the international prognostic index (IPI) risk category, had better predictive accuracy. CONCLUSIONS Our immune risk score promises to be a complement to current prognostic models.
Collapse
Affiliation(s)
- Yu Zhu
- Department of Hematology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Han Xiao
- Department of Hematology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Tingyu Yu
- Department of Hematology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Duo Cai
- Department of Hematology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Qiao Zhou
- Department of Hematology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Guangyu Zhou
- Department of Hematology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Li Wang
- Department of Hematology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China..
| |
Collapse
|
30
|
Koivula T, Lempiäinen S, Rinne P, Hollmén M, Sundberg CJ, Rundqvist H, Minn H, Heinonen I. Acute exercise mobilizes CD8 + cytotoxic T cells and NK cells in lymphoma patients. Front Physiol 2023; 13:1078512. [PMID: 36714311 PMCID: PMC9873989 DOI: 10.3389/fphys.2022.1078512] [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: 10/24/2022] [Accepted: 12/29/2022] [Indexed: 01/12/2023] Open
Abstract
Background: Studies have shown that acute exercise can mobilize several leukocyte subpopulations in healthy individuals. Our aim was to investigate whether a 10-min acute exercise has an effect on immune cell proportions in lymphoma patients. Methods: This study included seven lymphoma patients referred to curative oncologic therapy. Three had Hodgkin and four non-Hodgkin lymphoma, one was female, and their mean age was 51. Patients underwent a 10-min acute exercise on a bicycle ergometer at moderate exercise intensity. Whole blood samples were taken at rest, immediately after exercise, and 30 min after exercise. Leukocyte subpopulation levels were determined using flow cytometry. Results: Proportions of total NK cells and CD56+CD16+ NK cells of total leukocytes increased immediately after exercise and decreased back to baseline at 30 min post-exercise. Proportion of CD8+ T cells of total T cells increased and proportion of CD4+ T cells of total T cells decreased immediately after exercise, and both returned to baseline at 30 min post-exercise. There was no change in the proportions of B cells, granulocytes, or monocytes. Exercising diastolic blood pressure correlated positively with changes in total NK cell and CD56+CD16+ NK cell proportions, and exercising mean arterial pressure correlated positively with change in CD56+CD16+ NK cell proportion. Conclusion: Our findings indicate that a single acute exercise bout of only 10 min can cause leukocytosis in lymphoma patients, particularly on cytotoxic T cells and NK cells, which are the most important immune cells fighting against cancer.
Collapse
Affiliation(s)
- Tiia Koivula
- Turku PET Centre, University of Turku and Turku University Hospital, Turku, Finland,*Correspondence: Tiia Koivula,
| | - Salla Lempiäinen
- Turku PET Centre, University of Turku and Turku University Hospital, Turku, Finland
| | - Petteri Rinne
- Institute of Biomedicine, University of Turku, Turku, Finland
| | - Maija Hollmén
- MediCity Research Laboratory, University of Turku, Turku, Finland
| | - Carl Johan Sundberg
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden,Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Stockholm, Sweden
| | - Helene Rundqvist
- Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Heikki Minn
- Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | - Ilkka Heinonen
- Turku PET Centre, University of Turku and Turku University Hospital, Turku, Finland
| |
Collapse
|
31
|
Zhang J, Gu Y, Chen B. Drug-Resistance Mechanism and New Targeted Drugs and Treatments of Relapse and Refractory DLBCL. Cancer Manag Res 2023; 15:245-255. [PMID: 36873252 PMCID: PMC9976586 DOI: 10.2147/cmar.s400013] [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] [Received: 12/02/2022] [Accepted: 02/14/2023] [Indexed: 03/07/2023] Open
Abstract
Diffuse large B-cell lymphoma (DLBCL) is the most common aggressive non-Hodgkin's lymphoma (NHL). 30 ~ 40% of DLBCL patients were resistant to the standard R-CHOP regimen or recurrence after remission. It is currently believed that drug resistance is the main cause of the recurrence and refractory of DLBCL (R/R DLBCL). With the increased understanding of DLBCL biology, tumor microenvironment and epigenetics, some new therapies and drugs like molecular and signal pathway target therapy, chimeric antigen receptor (CAR) T-cell therapy, immune checkpoint inhibitors, antibody drug-conjugate and tafasitamab have been used for R/R DLBCL. This article will review the drug resistance mechanism and novel targeted drugs and therapies of DLBCL.
Collapse
Affiliation(s)
- Jing Zhang
- Department of Hematology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, People's Republic of China
| | - Yan Gu
- Department of Hematology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, People's Republic of China
| | - Baoan Chen
- Department of Hematology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, People's Republic of China
| |
Collapse
|
32
|
Wen Y, Kong Y, Peng Y, Cui X. Uptake, distribution, and depuration of emerging per- and polyfluoroalkyl substances in mice: Role of gut microbiota. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 853:158372. [PMID: 36041619 DOI: 10.1016/j.scitotenv.2022.158372] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 08/21/2022] [Accepted: 08/24/2022] [Indexed: 06/15/2023]
Abstract
The bioaccumulation and fate in mammals of hexafluoropropylene oxide trimer acid (HFPO-TA) and hexafluoropropylene oxide dimer acid (HFPO-DA), as major alternatives for perfluorooctanoate (PFOA), have rarely been reported. In addition, the role of gut microbiota was greatly understudied. In this study, the uptake, distribution, and depuration of HFPO-TA, HFPO-DA, and PFOA were investigated by exposure to mice for 14 days, followed by a clearance period of 7 days. The patterns of tissue distribution and depuration kinetics of HFPO-TA and PFOA were similar, but different from HFPO-DA. Liver was the main deposition organ for HFPO-TA and PFOA, making contributions of 58.8 % and 59.1 % to the total mass recovered on day 14. Depuration of HFPO-DA was more rapid than HFPO-TA and PFOA. Approximately 95.3 % of HFPO-DA in liver was eliminated on day 21 compared with day 14. While the clearance rates of HPFO-TA and PFOA were only 6.1 % and 13.9 % on day 21. The comparison between normal and pseudo germ-free mice (GM) was also conducted to investigate the effect of gut microbial on in vivo absorption of the three per- and polyfluoroalkyl substances (PFASs). Significantly higher (p < 0.05) concentrations of all the three PFASs were observed in most organs and tissues of GM compared with NC group. An analysis of gut microbiota showed that the higher absorption of PFASs in GM group may be attributed to the increase of intestinal permeability (as indicated by the decrease of tight junction protein expression), which were induced by the change of lachnospiraceae abundance. The result highlighted the importance of gut microbiota in absorption and health risk evaluation of emerging PFASs.
Collapse
Affiliation(s)
- Yong Wen
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, Nanjing 210023, China
| | - Yi Kong
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, Nanjing 210023, China
| | - Ying Peng
- Key Lab of Drug Metabolism and Pharmacokinetics, China Pharmaceutical University, Nanjing 210009, China
| | - Xinyi Cui
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, Nanjing 210023, China.
| |
Collapse
|
33
|
Chen Z, Zhu Q, Deng X, Yao W, Zhang W, Liu W, Tang Y, Zhao S. Angioimmunoblastic T-cell lymphoma with predominant CD8+ tumor-infiltrating T-cells is a distinct immune pattern with an immunosuppressive microenvironment. Front Immunol 2022; 13:987227. [PMID: 36325319 PMCID: PMC9618886 DOI: 10.3389/fimmu.2022.987227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 09/27/2022] [Indexed: 11/19/2022] Open
Abstract
Background Angioimmunoblastic T-cell lymphoma (AITL) has a rich tumor microenvironment (TME) that typically harbors plenty of CD4+tumor infiltrating lymphocytes, (TIL)-T-cells (so called common AITL). Nonetheless, AITL with large numbers of CD8+TIL-Ts that outnumber CD4+cells have been observed (CD8-predominant AITL). However, detailed comparison of CD8-predominant AITL and common AITL are still lacking. Methods We compared clinicopathological features, TIL subsets, TME T cell receptor-β (TRB), and immunoglobulin heavy chain (IGH) repertoires, and gene expression profiles in six CD8-predominant and 12 common AITLs using case-control matching (2014 to 2019). Results Comparing with common AITLs, CD8-predominant AITLs showed more frequent edema (P = 0.011), effusion (P = 0.026), high elevated plasma EBV-DNA (P = 0.008), and shorter survival (P = 0.034). Moreover, they had more pronounced eosinophil increase (P = 0.004) and a higher Ki67 index (P = 0.041). Flow cytometry revealed an inverted CD4/CD8 ratio in TIL-Ts and lower TIL-B proportions (P = 0.041). TRB repertoire metrics deteriorated, including lower productive clones (P = 0.014) and higher clonality score (P = 0.019). The IGH repertoire was also narrowed, showing a higher proportion of the top 10 clones (P = 0.002) and lower entropy (P = 0.027). Gene expression analysis showed significant enrichment for upregulated negative regulation of immune system processes and downregulated T-cell activation and immune cell differentiation. Conclusion Our findings demonstrated that CD8-predominant AITL is a distinct immune pattern of AITL characterized by anti-tumor immunity impairment and an immunosuppressive microenvironment. These characteristics can interpret its severe clinical manifestations and poor outcomes.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Yuan Tang
- *Correspondence: Sha Zhao, ; Yuan Tang,
| | - Sha Zhao
- *Correspondence: Sha Zhao, ; Yuan Tang,
| |
Collapse
|
34
|
Awad MM, Govindan R, Balogh KN, Spigel DR, Garon EB, Bushway ME, Poran A, Sheen JH, Kohler V, Esaulova E, Srouji J, Ramesh S, Vyasamneni R, Karki B, Sciuto TE, Sethi H, Dong JZ, Moles MA, Manson K, Rooney MS, Khondker ZS, DeMario M, Gaynor RB, Srinivasan L. Personalized neoantigen vaccine NEO-PV-01 with chemotherapy and anti-PD-1 as first-line treatment for non-squamous non-small cell lung cancer. Cancer Cell 2022; 40:1010-1026.e11. [PMID: 36027916 DOI: 10.1016/j.ccell.2022.08.003] [Citation(s) in RCA: 46] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 06/06/2022] [Accepted: 08/02/2022] [Indexed: 12/13/2022]
Abstract
Neoantigens arising from mutations in tumor DNA provide targets for immune-based therapy. Here, we report the clinical and immune data from a Phase Ib clinical trial of a personalized neoantigen-vaccine NEO-PV-01 in combination with pemetrexed, carboplatin, and pembrolizumab as first-line therapy for advanced non-squamous non-small cell lung cancer (NSCLC). This analysis of 38 patients treated with the regimen demonstrated no treatment-related serious adverse events. Multiple parameters including baseline tumor immune infiltration and on-treatment circulating tumor DNA levels were highly correlated with clinical response. De novo neoantigen-specific CD4+ and CD8+ T cell responses were observed post-vaccination. Epitope spread to non-vaccinating neoantigens, including responses to KRAS G12C and G12V mutations, were detected post-vaccination. Neoantigen-specific CD4+ T cells generated post-vaccination revealed effector and cytotoxic phenotypes with increased CD4+ T cell infiltration in the post-vaccine tumor biopsy. Collectively, these data support the safety and immunogenicity of this regimen in advanced non-squamous NSCLC.
Collapse
Affiliation(s)
- Mark M Awad
- Dana Farber Cancer Institute, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | | | | | | | - Edward B Garon
- David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | | | | | | | | | | | | | | | | | - Binisha Karki
- David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
35
|
Lou X, Zhao K, Xu J, Shuai L, Niu H, Cao Z, Wang J, Zhang Y. CCL8 as a promising prognostic factor in diffuse large B-cell lymphoma via M2 macrophage interactions: A bioinformatic analysis of the tumor microenvironment. Front Immunol 2022; 13:950213. [PMID: 36072582 PMCID: PMC9441746 DOI: 10.3389/fimmu.2022.950213] [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: 05/22/2022] [Accepted: 07/29/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundsPrior investigations of the tumor microenvironment (TME) of diffuse large B-cell lymphoma (DLBCL) have shown that immune and stromal cells are key contributing factors to patients’ outcome. However, challenges remain in finding reliable prognostic biomarkers based on cell infiltration. In this study, we attempted to shed some light on chemokine C–C motif chemokine ligand 8 (CCL8) in DLBCL via interaction with M2 macrophages.MethodsThe Estimation of STromal and Immune cells in MAlignant Tumor tissues using Expression data (ESTIMATE) algorithm was applied to evaluate immune and stromal scores from transcriptomic profiles of 443 DLBCL samples from The Cancer Genome Atlas (TCGA) and GSE10846 datasets. Immune cell infiltration (ICI) clusters were obtained based on different immune cell infiltrations of each sample, and gene clusters were derived through differentially expressed genes (DEGs) between the distinct ICI clusters. Five immune-related hub genes related to overall survival (OS) and clinical stages were obtained by COX regression analysis and protein–protein interaction (PPI) network construction then verified by quantitative real-time PCR (qPCR) and immunofluorescence staining in the FFPE tissues. The Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and TIMER websites were employed to explore the biological functions of CCL8-related DEGs. Uni- and multivariable Cox regression analyses were performed to analyze CCL8 as an independent prognostic risk factor in GSE10846 and were verified in other independent GEO cohorts.ResultsA higher stromal score was associated with favorable prognosis in DLBCL. Patients in the ICI B cluster and gene B clusters had a better follow-up status with a higher programmed death ligand 1 (PD-L1) and cytotoxic T-lymphocyte antigen 4 (CTLA4) expression. Most of ICI-related DEGs were enriched for immune-related signaling pathways. Five hub genes with a distinct prognosis association were identified, including CD163, which is a biomarker of M2 macrophages, and CCL8. Abundant M2 macrophages were discovered in the high-CCL8 expression group. The functional analysis indicated that CCL8 is a key component of immune-related processes and secretory granule groups. Cox regression analysis and data from other GSE datasets yielded additional evidence of the prognostic value of CCL8 in DLBCL.ConclusionsCCL8 has been implicated in macrophage recruitment in several solid tumors, and only a few reports have been published on the role of CCL8 in the pathogenesis of hematological malignancies. This article attempted to find out TME-related genes that associated with the survival in DLBCL patients. CCL8 was identified to be involved in immune activities. Importantly, a series of bioinformatics analysis indicated that CCL8 might become an effective target for DLBCL, which interacts with M2 macrophage and immune checkpoint. The potential related mechanisms need to be further elucidated.
Collapse
Affiliation(s)
- Xiaoli Lou
- Department of Pathology, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Ke Zhao
- Department of Pathology, The Affiliated Jiangyin Hospital of Nantong Universtiy, Jiangyin, China
| | - Jingze Xu
- Department of Pathology, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Lixiong Shuai
- Department of Pathology, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Hui Niu
- Department of Pathology, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Zhifei Cao
- Department of Pathology, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Juan Wang
- Department of Pathology, Suzhou Wuzhong People’s Hospital, Suzhou, China
- *Correspondence: Yongsheng Zhang, ; Juan Wang,
| | - Yongsheng Zhang
- Department of Pathology, The Second Affiliated Hospital of Soochow University, Suzhou, China
- *Correspondence: Yongsheng Zhang, ; Juan Wang,
| |
Collapse
|
36
|
Chen X, Jiang L, Liu X. Natural killer cells: the next wave in cancer immunotherapy. Front Immunol 2022; 13:954804. [PMID: 35967421 PMCID: PMC9364606 DOI: 10.3389/fimmu.2022.954804] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 06/30/2022] [Indexed: 12/05/2022] Open
Abstract
Immunotherapies focusing on rejuvenating T cell activities, like PD-1/PD-L1 and CTLA-4 blockade, have unprecedentedly revolutionized the landscape of cancer treatment. Yet a previously underexplored component of the immune system - natural killer (NK) cell, is coming to the forefront of immunotherapeutic attempts. In this review, we discuss the contributions of NK cells in the success of current immunotherapies, provide an overview of the current preclinical and clinical strategies at harnessing NK cells for cancer treatment, and highlight that NK cell-mediated therapies emerge as a major target in the next wave of cancer immunotherapy.
Collapse
Affiliation(s)
- Xin Chen
- Department of Biology, BeiGene (Beijing) Co., Ltd., Beijing, China
| | | | | |
Collapse
|
37
|
Zhang F, Li W, Cui Q, Chen Y, Liu Y. Case Report: Immune Microenvironment and Mutation Features in a Patient With Epstein–Barr Virus Positive Large B-Cell Lymphoma Secondary to Angioimmunoblastic T-Cell Lymphoma. Front Genet 2022; 13:940513. [PMID: 35938041 PMCID: PMC9354849 DOI: 10.3389/fgene.2022.940513] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 06/20/2022] [Indexed: 01/24/2023] Open
Abstract
On rare occasions, secondary Epstein–Barr virus (EBV)-associated B-cell lymphoma can develop in patients with angioimmunoblastic T-cell lymphoma (AITL). Here, we describe the tumor microenvironment and mutation features of a patient with EBV + large B-cell lymphoma (LBCL) secondary to AITL. He was admitted to hospital due to a 1-year history of fever and enlarged right inguinal lymph nodes. A biopsy of the right inguinal lymph node demonstrated that numerous diffuse medium-sized atypical lymphocytes proliferated, together with increased extrafollicular follicular dendritic cell meshwork, and the lymphocytes expressed CD3, CD4, BCL6, CD10, PD-1, CXCL13, and Ki-67 (75%). Thus, a diagnosis of AITL was made. However, the disease progressed following treatment by CHOP regimen (cyclophosphamide, adriamycin, vincristine, and prednisone). Biopsy showed that most of the cells were positive for CD20 staining and IgH rearrangement. Analysis of 22 kinds of immune cells showed that the numbers of activated NK cells and activated memory T cells increased, while the T-follicular helper population decreased in the transformed sample. In addition, compared with the primary sample, RHOA (G17V) mutation was not detected, while JAK2 and TRIP12 gene mutations were detected in the transformed sample. Overall, we described the immune microenvironment and mutation features of a patient with EBV + LBCL secondary to AITL. This study will help us to understand the mechanisms by which AITL transforms to B-cell lymphoma.
Collapse
|
38
|
Cheng Y, Burrack RK, Li Q. Spatially Resolved and Highly Multiplexed Protein and RNA In Situ Detection by Combining CODEX With RNAscope In Situ Hybridization. J Histochem Cytochem 2022; 70:571-581. [PMID: 35848523 PMCID: PMC9393509 DOI: 10.1369/00221554221114174] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Highly multiplexed protein and RNA in situ detection on a single tissue section concurrently is highly desirable for both basic and applied biomedical research. CO-detection by inDEXing (CODEX) is a new and powerful platform to visualize up to 60 protein biomarkers in situ, and RNAscope in situ hybridization (RNAscope) is a novel RNA detection system with high sensitivity and unprecedent specificity at a single-cell level. Nevertheless, to our knowledge, the combination of CODEX and RNAscope remained unreported until this study. Here, we report a simple and reproducible combination of CODEX and RNAscope. We also determined the cross-reactivities of CODEX anti-human antibodies to rhesus macaques, a widely used animal model of human disease.
Collapse
Affiliation(s)
- Yilun Cheng
- Nebraska Center for Virology, School of Biological Sciences, University of Nebraska–Lincoln, Lincoln, Nebraska
| | - Rachel K. Burrack
- Nebraska Center for Virology, School of Biological Sciences, University of Nebraska–Lincoln, Lincoln, Nebraska
| | - Qingsheng Li
- Nebraska Center for Virology, School of Biological Sciences, University of Nebraska–Lincoln, Lincoln, Nebraska
| |
Collapse
|
39
|
Jiang Y, Sun H, Xu H, Hu X, Wu W, Lv Y, Wang J, Liu S, Zhai Y, Tian L, Wang Y, Zhao Z. Immunophenotypic Landscape and Prognosis-Related mRNA Signature in Diffuse Large B Cell Lymphoma. Front Genet 2022; 13:872001. [PMID: 35754837 PMCID: PMC9214219 DOI: 10.3389/fgene.2022.872001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 05/20/2022] [Indexed: 11/25/2022] Open
Abstract
Diffuse large B cell lymphoma (DLBCL) exhibits a tightly complexity immune landscape. In this study, we intended to identify different immune phenotype and to examine the immune related mRNA signature for clinical characteristic, therapeutic responsiveness as well as risk stratification and survival prediction in DLBCL. We identified two immune infiltration subtypes of DLBCL patients based on 28 immune cell types. GSEA analysis uncovered the concordant classification of two robust significant subtypes of DLBCL. Considering the convenient application of the immune infiltration subtypes for prognostic prediction, we developed a risk score based on the differentially expressed genes between the Immunity-H and Immunity-L groups. By a least absolute shrinkage and selection operator (LASSO)-Cox regression model, a sixteen-gene risk signature, comprising ANTXR1, CD3D, TIMP1, FPR3, NID2, CTLA4, LPAR6, GPR183, LYZ, PTGDS, ITK, FBN1, FRMD6, PLAU, MICAL2, C1S, was established. The comprehensive results showed that the high-risk group was correlated with lower immune infiltration, more aggressive phenotypes, lower overall survival and more sensitive to lenalidomide. In contrast, a low-risk group score was associated with higher immune infiltration, less aggressive phenotypes, better overall survival and more likely to benefit from PD-1/PD-L1 inhibitors. Finally, a nomogram comprised of the risk score and IPI score was verified to more accurately predict the overall survival of DLBCL than traditional clinical prediction models. Altogether, our data demonstrate the heterogeneity of immune patterns within DLBCL and deepen our molecular understanding of this tumor entity.
Collapse
Affiliation(s)
- Yanan Jiang
- Key Laboratory of Cancer Prevention and Therapy, Department of Hematology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Huimeng Sun
- Key Laboratory of Cancer Prevention and Therapy, Department of Hematology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Hong Xu
- Key Laboratory of Cancer Prevention and Therapy, Department of Hematology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Xin Hu
- Key Laboratory of Cancer Prevention and Therapy of Tianjin, Key Laboratory of Molecular Cancer Epidemiology, Department of Epidemiology and Biostatistics, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Wenqi Wu
- Key Laboratory of Cancer Prevention and Therapy, Department of Hematology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Yangyang Lv
- Key Laboratory of Cancer Prevention and Therapy, Department of Hematology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Jinhuan Wang
- Department of Oncology, Institute of Urology, Second Hospital of Tianjin Medical University, Tianjin, China
| | - Su Liu
- Key Laboratory of Cancer Prevention and Therapy, Department of Hematology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Yixin Zhai
- Key Laboratory of Cancer Prevention and Therapy, Department of Hematology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Linyan Tian
- Key Laboratory of Cancer Prevention and Therapy, Department of Hematology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Yafei Wang
- Key Laboratory of Cancer Prevention and Therapy, Department of Hematology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Zhigang Zhao
- Key Laboratory of Cancer Prevention and Therapy, Department of Hematology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| |
Collapse
|
40
|
Xiang X, Gao LM, Zhang Y, Tang Y, Zhao S, Liu W, Ye Y, Zhang W. Identification of FCER1G related to Activated Memory CD4 + T Cells Infiltration by Gene Co-expression Network and Construction of a Risk Prediction Module in Diffuse Large B-Cell Lymphoma. Front Genet 2022; 13:849422. [PMID: 35711924 PMCID: PMC9196638 DOI: 10.3389/fgene.2022.849422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 04/26/2022] [Indexed: 02/05/2023] Open
Abstract
Diffuse large B cell lymphoma (DLBCL) is a group of biologically heterogeneous tumors with different prognoses. The tumor microenvironment plays a vital role in the tumorigenesis and development of DLBCL, and activated memory CD4+ T cells are an essential component of immunological cells in the lymphoma microenvironment. So far, there are few reports about activated memory CD4+T cells infiltration and related genes in the DLBCL tumor microenvironment. This study obtained the mRNA expression profile information of the testing GSE87371 dataset and another six validation datasets (GSE53786, GSE181063, GSE10846, GSE32918, GSE32018, GSE9327, GSE3892, TCGA-DLBC) from the GEO and TCGA databases. Weighted Gene Co-expression Network Analysis (WGCNA) screened gene module associated with activated memory CD4+ T cells infiltration. CIBERSORT and TIMER (immune cells infiltrating estimation analysis tools) were used to identify the relationship between activated memory CD4+ T cells and genes associated with immune infiltrating cells in the tumor microenvironment. The least absolute shrinkage and selection operator (LASSO) built the risk prediction model and verified it using nomogram and Kaplan-Meier analysis. Further functional characterization includes Gene Ontology, KEGG pathway analysis and Gene Set Enrichment Analysis (GSEA) to investigate the role and underlying mechanisms of these genes. These results suggest that the expression of FCER1G can reflect the invasion of activated memory CD4+ T cells in DLBCL, which provides a new idea for studying the tumor microenvironment and may become a potential predictive biomarker for the assessment of DLBCL.
Collapse
Affiliation(s)
- Xiaoyu Xiang
- Department of Pathology, West China Hospital of Sichuan University, Chengdu, China
| | - Li-Min Gao
- Department of Pathology, West China Hospital of Sichuan University, Chengdu, China
| | - Yuehua Zhang
- Department of Pathology, West China Hospital of Sichuan University, Chengdu, China
| | - Yuan Tang
- Department of Pathology, West China Hospital of Sichuan University, Chengdu, China
| | - Sha Zhao
- Department of Pathology, West China Hospital of Sichuan University, Chengdu, China
| | - Weiping Liu
- Department of Pathology, West China Hospital of Sichuan University, Chengdu, China
| | - Yunxia Ye
- Department of Pathology, West China Hospital of Sichuan University, Chengdu, China
| | - Wenyan Zhang
- Department of Pathology, West China Hospital of Sichuan University, Chengdu, China
| |
Collapse
|
41
|
Single-cell spatial analysis of tumor immune architecture in diffuse large B-cell lymphoma. Blood Adv 2022; 6:4675-4690. [PMID: 35675517 DOI: 10.1182/bloodadvances.2022007493] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 05/15/2022] [Indexed: 11/20/2022] Open
Abstract
Multiplexed immune cell profiling of the tumor microenvironment (TME) in cancer has improved our understanding of cancer immunology, but complex spatial analyses of tumor-immune interactions in lymphoma are lacking. Here we used imaging mass cytometry (IMC) on 33 cases of diffuse large B cell lymphoma (DLBCL) to characterize tumor and immune cell architecture and correlate it to clinicopathological features such as cell of origin, gene mutations, and responsiveness to chemotherapy. To understand the poor response of DLBCL to immune checkpoint inhibitors (ICI), we compared our results to IMC data from Hodgkin lymphoma (HL), a cancer highly responsive to ICI, and observed differences in the expression of PD-L1, PD-1, and TIM-3. We created a spatial classification of tumor cells and identified tumor-centric sub-regions of immune activation, immune suppression, and immune exclusion within the topology of DLBCL. Finally, the spatial analysis allowed us to identify markers such as CXCR3, which are associated with penetration of immune cells into immune desert regions, with important implications for engineered cellular therapies. This is the first study to integrate tumor mutational profiling, cell of origin classification, and multiplexed immuno-phenotyping of the TME into a spatial analysis of DLBCL at the single cell level. We demonstrate that, far from being histo-pathologically monotonous, DLBCL has a complex tumor architecture, and that changes in tumor topology can be correlated with clinically relevant features. This analysis identifies candidate biomarkers and therapeutic targets such as TIM-3, CCR4, and CXCR3 that are relevant for combination treatment strategies in immuno-oncology and cellular therapies.
Collapse
|
42
|
Demel UM, Böger M, Yousefian S, Grunert C, Zhang L, Hotz PW, Gottschlich A, Köse H, Isaakidis K, Vonficht D, Grünschläger F, Rohleder E, Wagner K, Dönig J, Igl V, Brzezicha B, Baumgartner F, Habringer S, Löber J, Chapuy B, Weidinger C, Kobold S, Haas S, Busse AB, Müller S, Wirth M, Schick M, Keller U. Activated SUMOylation restricts MHC class I antigen presentation to confer immune evasion in cancer. J Clin Invest 2022; 132:152383. [PMID: 35499080 PMCID: PMC9057585 DOI: 10.1172/jci152383] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 03/08/2022] [Indexed: 12/11/2022] Open
Abstract
Activated SUMOylation is a hallmark of cancer. Starting from a targeted screening for SUMO-regulated immune evasion mechanisms, we identified an evolutionarily conserved function of activated SUMOylation, which attenuated the immunogenicity of tumor cells. Activated SUMOylation allowed cancer cells to evade CD8+ T cell–mediated immunosurveillance by suppressing the MHC class I (MHC-I) antigen-processing and presentation machinery (APM). Loss of the MHC-I APM is a frequent cause of resistance to cancer immunotherapies, and the pharmacological inhibition of SUMOylation (SUMOi) resulted in reduced activity of the transcriptional repressor scaffold attachment factor B (SAFB) and induction of the MHC-I APM. Consequently, SUMOi enhanced the presentation of antigens and the susceptibility of tumor cells to CD8+ T cell–mediated killing. Importantly, SUMOi also triggered the activation of CD8+ T cells and thereby drove a feed-forward loop amplifying the specific antitumor immune response. In summary, we showed that activated SUMOylation allowed tumor cells to evade antitumor immunosurveillance, and we have expanded the understanding of SUMOi as a rational therapeutic strategy for enhancing the efficacy of cancer immunotherapies.
Collapse
Affiliation(s)
- Uta M. Demel
- Department of Hematology, Oncology and Cancer Immunology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
- Clinician Scientist Program, Berlin Institute of Health (BIH), Berlin, Germany
| | - Marlitt Böger
- Department of Hematology, Oncology and Cancer Immunology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
| | - Schayan Yousefian
- Department of Hematology, Oncology and Cancer Immunology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- BIH at Charité – Universitätsmedizin Berlin, Berlin, Germany
- Berlin Institute for Medical Systems Biology, Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Corinna Grunert
- Department of Hematology, Oncology and Cancer Immunology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
| | - Le Zhang
- Department of Hematology, Oncology and Cancer Immunology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
| | - Paul W. Hotz
- Institute of Biochemistry II, Goethe University Frankfurt, Medical School, Frankfurt, Germany
| | - Adrian Gottschlich
- Division of Clinical Pharmacology, Department of Medicine IV, Klinikum der Universität München, Munich, Germany
| | - Hazal Köse
- Department of Hematology, Oncology and Cancer Immunology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
| | - Konstandina Isaakidis
- Department of Hematology, Oncology and Cancer Immunology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
| | - Dominik Vonficht
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany
- Division of Stem Cells and Cancer, Deutsches Krebsforschungszentrum (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Florian Grünschläger
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany
- Division of Stem Cells and Cancer, Deutsches Krebsforschungszentrum (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Elena Rohleder
- Department of Hematology, Oncology and Cancer Immunology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
| | - Kristina Wagner
- Institute of Biochemistry II, Goethe University Frankfurt, Medical School, Frankfurt, Germany
| | - Judith Dönig
- Institute of Biochemistry II, Goethe University Frankfurt, Medical School, Frankfurt, Germany
| | - Veronika Igl
- Division of Clinical Pharmacology, Department of Medicine IV, Klinikum der Universität München, Munich, Germany
| | | | - Francis Baumgartner
- Department of Hematology, Oncology and Cancer Immunology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
- Clinician Scientist Program, Berlin Institute of Health (BIH), Berlin, Germany
| | - Stefan Habringer
- Department of Hematology, Oncology and Cancer Immunology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
- Clinician Scientist Program, Berlin Institute of Health (BIH), Berlin, Germany
| | - Jens Löber
- Department of Hematology and Oncology, University Medical Center Göttingen, Göttingen, Germany
| | - Björn Chapuy
- Department of Hematology, Oncology and Cancer Immunology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- BIH at Charité – Universitätsmedizin Berlin, Berlin, Germany
- Department of Hematology and Oncology, University Medical Center Göttingen, Göttingen, Germany
| | - Carl Weidinger
- Gastroenterology, Infectiology and Rheumatology, Campus Benjamin Franklin, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Sebastian Kobold
- Division of Clinical Pharmacology, Department of Medicine IV, Klinikum der Universität München, Munich, Germany
- German Center for Translational Cancer Research (DKTK), DKFZ, Heidelberg, Germany
- DKTK, Partner Site Munich, Munich, Germany
- Einheit für Klinische Pharmakologie (EKLiP), Helmholtz Zentrum München, German Research Center for Environmental Health (HMGU), Neuherberg, Germany
| | - Simon Haas
- Department of Hematology, Oncology and Cancer Immunology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- BIH at Charité – Universitätsmedizin Berlin, Berlin, Germany
- Berlin Institute for Medical Systems Biology, Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany
- Division of Stem Cells and Cancer, Deutsches Krebsforschungszentrum (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Antonia B. Busse
- Department of Hematology, Oncology and Cancer Immunology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
| | - Stefan Müller
- Institute of Biochemistry II, Goethe University Frankfurt, Medical School, Frankfurt, Germany
| | - Matthias Wirth
- Department of Hematology, Oncology and Cancer Immunology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
- German Center for Translational Cancer Research (DKTK), DKFZ, Heidelberg, Germany
| | - Markus Schick
- Department of Hematology, Oncology and Cancer Immunology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
| | - Ulrich Keller
- Department of Hematology, Oncology and Cancer Immunology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max-Delbrück-Center for Molecular Medicine, Berlin, Germany
- German Center for Translational Cancer Research (DKTK), DKFZ, Heidelberg, Germany
| |
Collapse
|
43
|
Altorki NK, Borczuk AC, Harrison S, Groner LK, Bhinder B, Mittal V, Elemento O, McGraw TE. Global evolution of the tumor microenvironment associated with progression from preinvasive invasive to invasive human lung adenocarcinoma. Cell Rep 2022; 39:110639. [PMID: 35385730 PMCID: PMC9033258 DOI: 10.1016/j.celrep.2022.110639] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 11/04/2021] [Accepted: 03/16/2022] [Indexed: 12/21/2022] Open
Abstract
To investigate changes in the tumor microenvironment (TME) during lung cancer progression, we interrogate tumors from two chest computed tomography (CT)-defined groups. Pure non-solid (pNS) CT density nodules contain preinvasive/minimally invasive cancers, and solid density nodules contain invasive cancers. Profiling data reveal a dynamic interaction between the tumor and its TME throughout progression. Alterations in genes regulating the extracellular matrix and genes regulating fibroblasts are central at the preinvasive state. T cell-mediated immune suppression is initiated in preinvasive nodules and sustained with rising intensity through progression to invasive tumors. Reduced T cell infiltration of the cancer cell nests is more frequently associated with preinvasive cancers, possibly until tumor evolution leads to a durable, viable invasive phenotype accompanied by more varied and robust immune suppression. Upregulation of immune checkpoints occurs only in the invasive nodules. Throughout progression, an effector immune response is present but is effectively thwarted by the immune-suppressive elements.
Collapse
Affiliation(s)
- Nasser K Altorki
- Department of Cardiothoracic Surgery, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Meyer Cancer Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA.
| | - Alain C Borczuk
- Meyer Cancer Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Department of Pathology, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA
| | - Sebron Harrison
- Department of Cardiothoracic Surgery, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA
| | - Lauren K Groner
- Department of Radiology, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA
| | - Bhavneet Bhinder
- Caryl and Israel Englander Institute for Precision Medicine, Institute for Computational Biomedicine, Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY 10068, USA
| | - Vivek Mittal
- Department of Cardiothoracic Surgery, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Meyer Cancer Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Department of Cell Biology, Weill Cornell Medicine New York, NY 10068, USA
| | - Olivier Elemento
- Meyer Cancer Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Caryl and Israel Englander Institute for Precision Medicine, Institute for Computational Biomedicine, Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY 10068, USA
| | - Timothy E McGraw
- Department of Cardiothoracic Surgery, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Meyer Cancer Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Department of Biochemistry, Weill Cornell Medicine, New York, NY 10068, USA.
| |
Collapse
|
44
|
Extracellular vesicles and PDL1 suppress macrophages inducing therapy resistance in TP53-deficient B-cell malignancies. Blood 2022; 139:3617-3629. [PMID: 35344582 DOI: 10.1182/blood.2021014007] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 02/23/2022] [Indexed: 11/20/2022] Open
Abstract
Genetic alterations in the DNA Damage Response (DDR) pathway are a frequent mechanism of resistance to CIT in B-cell malignancies. We have previously shown that the synergy of CIT relies on secretory crosstalk elicited by chemotherapy between the tumour cells and macrophages. Here, we show that loss of multiple different members of the DDR pathway inhibits macrophage phagocytic capacity in vitro and in vivo. Particularly loss of TP53 led to decreased phagocytic capacity ex vivo across multiple B-cell malignancies. We demonstrate via in vivo cyclophosphamide treatment using the Eµ-TCL1 mouse model that loss of macrophage phagocytic capacity in Tp53-deleted leukemia is driven by a significant downregulation of a phagocytic transcriptomic signature using scRNA-Seq. By analysing the tumour B-cell proteome, we identified a TP53 specific upregulation of proteins associated with extracellular vesicles (EV). We abrogated EV biogenesis in tumour B-cells via CRISPR-knockout (KO) of RAB27A and confirmed that the EVs from TP53-deleted lymphoma cells were responsible for the reduced phagocytic capacity and the in vivo CIT resistance. Furthermore, we observed that TP53 loss led to an upregulation of both PD-L1 cell surface expression and secretion of EVs by lymphoma cells. Disruption of EV bound PD-L1 by anti-PD-L1 antibodies or PD-L1 CRISPR-KO improved macrophage phagocytic capacity and in vivo therapy response. Thus, we demonstrate enhanced EV-release and increased PD-L1 expression in TP53-deficient B-cell lymphomas as novel mechanisms of macrophage function alteration in CIT resistance. This study indicates the use of checkpoint inhibition in the combination treatment of B-cell malignancies with TP53 loss.
Collapse
|
45
|
Clinicopathological risk factors for a poor prognosis of primary central nervous system lymphoma in elderly patients in the Tohoku and Niigata area: a multicenter, retrospective, cohort study of the Tohoku Brain Tumor Study Group. Brain Tumor Pathol 2022; 39:139-150. [PMID: 35312904 DOI: 10.1007/s10014-022-00427-4] [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: 11/09/2021] [Accepted: 03/09/2022] [Indexed: 11/02/2022]
Abstract
Clinicopathological risk factors for a poor prognosis were investigated in elderly patients with malignant lymphoma of the central nervous system. A total of 82 pathologically confirmed, CD20-positive, diffuse large B-cell lymphoma patients aged 71 years or older who underwent therapeutic intervention in the Tohoku and Niigata area in Japan were retrospectively reviewed. A univariate analysis was performed by the log-rank test using the Kaplan-Meier method. A Cox proportional hazards model was used for multivariate analysis of risk factors. Of the 82 patients, 39 were male and 43 were female, and their median age at onset was 75 years. At the end of the study, there were 34 relapse-free patients (41.5%), 48 relapse cases (58.5%), median progression-free survival was 18 months, and median overall survival (OS) was 26 months; there were 41 deaths and 41 survivors. Multivariate analysis of median OS showed that Karnofsky Performance Status less than 60% 3 months after treatment (p = 0.022, hazard ratio (HR) = 2.591) was the clinical risk factor, and double expressor lymphoma (p = 0.004, HR = 3.163), expression of programmed death-ligand 1 in tumor infiltrating lymphocytes or tumor-associated macrophages (p < 0.001, HR = 5.455), and Epstein-Barr virus infection (p = 0.031, HR = 5.304) were the pathological risk factors.
Collapse
|
46
|
The Future of Natural Killer Cell Immunotherapy for B Cell Non-Hodgkin Lymphoma (B Cell NHL). Curr Treat Options Oncol 2022; 23:381-403. [PMID: 35258793 PMCID: PMC8930876 DOI: 10.1007/s11864-021-00932-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/11/2021] [Indexed: 01/02/2023]
Abstract
Natural killer (NK) cells have played a critical—if largely unrecognized or ignored—role in the treatment of B cell non-Hodgkin lymphoma (NHL) since the introduction of CD20-directed immunotherapy with rituximab as a cornerstone of therapy over 25 years ago. Engagement with NK cells leading to lysis of NHL targets through antibody-dependent cellular cytotoxicity (ADCC) is a critical component of rituximab’s mechanism of action. Despite this important role, the only aspect of B cell NHL therapy that has been adopted as standard therapy that even indirectly augments or restores NK cell function is the introduction of obinutuzumab, a CD20 antibody with enhanced ability to engage with NK cells. However, over the last 5 years, adoptive immunotherapy with effector lymphocytes of B cell NHL has experienced tremendous growth, with five different CAR T cell products now licensed by the FDA, four of which target CD19 and have approved indications for some subtype of B cell NHL—axicabtagene ciloleucel, brexucabtagene autoleucel, lisocabtagene maraleucel, and tisagenlecleucel. These T cell-based immunotherapies essentially mimic the recognition, activation pathway, and cytotoxic machinery of a CD19 antibody engaging NK cells and lymphoma targets. Despite their efficacy, these T cell-based immunotherapies have been difficult to implement because they require 4–6 weeks of manufacture, are costly, and have significant toxicities. This renewed interest in the potential of cellular immunity—and the manufacturing, supply chain, and administration logistics that have been addressed with these new agents—have ignited a new wave of enthusiasm for NK cell-directed therapies in NHL. With high safety profiles and proven anti-lymphoma efficacy, one or more new NK cell-directed modalities are certain to be introduced into the standard toolbox of NHL therapy within the next few years, be it function-enhancing cytokine muteins, multi-domain NK cell engagers, or adoptive therapy with expanded or genetically modified NK cells.
Collapse
|
47
|
Autio M, Leivonen SK, Brück O, Karjalainen-Lindsberg ML, Pellinen T, Leppä S. Clinical Impact of Immune Cells and Their Spatial Interactions in Diffuse Large B-Cell Lymphoma Microenvironment. Clin Cancer Res 2022; 28:781-792. [PMID: 34907083 PMCID: PMC9377736 DOI: 10.1158/1078-0432.ccr-21-3140] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 10/24/2021] [Accepted: 12/10/2021] [Indexed: 01/07/2023]
Abstract
PURPOSE Tumor-infiltrating immune cells have prognostic significance and are attractive therapeutic targets. Yet, the clinical significance of their spatial organization and phenotype in diffuse large B-cell lymphoma (DLBCL) is unclear. EXPERIMENTAL DESIGN We characterized T cells, macrophages, and their spatial interactions by multiplex IHC (mIHC) in 178 patients with DLBCL and correlated the data with patient demographics and survival. We validated the findings on gene expression data from two external DLBCL cohorts comprising 633 patients. RESULTS Macrophage and T-cell contents divided the samples into T cell-inflamed (60%) and noninflamed (40%) subgroups. The T cell-inflamed lymphoma microenvironment (LME) was also rich in other immune cells, defining immune hot phenotype, which did not as such correlate with outcome. However, when we divided the patients according to T-cell and macrophage contents, LME characterized by high T-cell/low macrophage content or a corresponding gene signature was associated with superior survival [5-year overall survival (OS): 92.3% vs. 74.4%, P = 0.036; 5-year progression-free survival (PFS): 92.6% vs. 69.8%, P = 0.012]. High proportion of PD-L1- and TIM3-expressing CD163- macrophages in the T cell-inflamed LME defined a group of patients with poor outcome [OS: HR = 3.22, 95% confidence interval (CI), 1.63-6.37, Padj = 0.011; PFS: HR = 2.76, 95% CI, 1.44-5.28, Padj = 0.016]. Furthermore, PD-L1 and PD-1 were enriched on macrophages interacting with T cells. CONCLUSIONS Our data demonstrate that the interplay between macrophages and T cells in the DLBCL LME is immune checkpoint dependent and clinically meaningful.
Collapse
Affiliation(s)
- Matias Autio
- Research Program Unit, Applied Tumor Genomics, Faculty of Medicine, University of Helsinki, Helsinki, Finland.,Department of Oncology, Helsinki University Hospital Comprehensive Cancer Center, Helsinki, Finland.,iCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland
| | - Suvi-Katri Leivonen
- Research Program Unit, Applied Tumor Genomics, Faculty of Medicine, University of Helsinki, Helsinki, Finland.,Department of Oncology, Helsinki University Hospital Comprehensive Cancer Center, Helsinki, Finland.,iCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland
| | - Oscar Brück
- Hematology Research Unit Helsinki, University of Helsinki and Helsinki University Hospital Comprehensive Cancer Center, Helsinki, Finland.,Translational Immunology Research Program, University of Helsinki, Helsinki, Finland.,Department of Hematology, Helsinki University Hospital Comprehensive Cancer Center, Helsinki, Finland
| | | | - Teijo Pellinen
- Institute for Molecular Medicine Finland (FIMM), Helsinki, Finland
| | - Sirpa Leppä
- Research Program Unit, Applied Tumor Genomics, Faculty of Medicine, University of Helsinki, Helsinki, Finland.,Department of Oncology, Helsinki University Hospital Comprehensive Cancer Center, Helsinki, Finland.,iCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland.,Corresponding Author: Sirpa Leppä, University of Helsinki, Haartmaninkatu 8, Helsinki FI-00014, Finland. Phone: 358-50-427-0820; E-mail:
| |
Collapse
|
48
|
Xu-Monette ZY, Wei L, Fang X, Au Q, Nunns H, Nagy M, Tzankov A, Zhu F, Visco C, Bhagat G, Dybkaer K, Chiu A, Tam W, Zu Y, Hsi ED, Hagemeister FB, Sun X, Han X, Go H, Ponzoni M, Ferreri AJM, Møller MB, Parsons BM, van Krieken JH, Piris MA, Winter JN, Li Y, Xu B, Albitar M, You H, Young KH. Genetic Subtyping and Phenotypic Characterization of the Immune Microenvironment and MYC/BCL2 Double Expression Reveal Heterogeneity in Diffuse Large B-cell Lymphoma. Clin Cancer Res 2022; 28:972-983. [PMID: 34980601 DOI: 10.1158/1078-0432.ccr-21-2949] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Revised: 10/25/2021] [Accepted: 12/27/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE Diffuse large B-cell lymphoma (DLBCL) is molecularly and clinically heterogeneous, and can be subtyped according to genetic alterations, cell-of-origin, or microenvironmental signatures using high-throughput genomic data at the DNA or RNA level. Although high-throughput proteomic profiling has not been available for DLBCL subtyping, MYC/BCL2 protein double expression (DE) is an established prognostic biomarker in DLBCL. The purpose of this study is to reveal the relative prognostic roles of DLBCL genetic, phenotypic, and microenvironmental biomarkers. EXPERIMENTAL DESIGN We performed targeted next-generation sequencing; IHC for MYC, BCL2, and FN1; and fluorescent multiplex IHC for microenvironmental markers in a large cohort of DLBCL. We performed correlative and prognostic analyses within and across DLBCL genetic subtypes and MYC/BCL2 double expressors. RESULTS We found that MYC/BCL2 double-high-expression (DhE) had significant adverse prognostic impact within the EZB genetic subtype and LymphGen-unclassified DLBCL cases but not within MCD and ST2 genetic subtypes. Conversely, KMT2D mutations significantly stratified DhE but not non-DhE DLBCL. T-cell infiltration showed favorable prognostic effects within BN2, MCD, and DhE but unfavorable effects within ST2 and LymphGen-unclassified cases. FN1 and PD-1-high expression had significant adverse prognostic effects within multiple DLBCL genetic/phenotypic subgroups. The prognostic effects of DhE and immune biomarkers within DLBCL genetic subtypes were independent although DhE and high Ki-67 were significantly associated with lower T-cell infiltration in LymphGen-unclassified cases. CONCLUSIONS Together, these results demonstrated independent and additive prognostic effects of phenotypic MYC/BCL2 and microenvironment biomarkers and genetic subtyping in DLBCL prognostication, important for improving DLBCL classification and identifying prognostic determinants and therapeutic targets.
Collapse
Affiliation(s)
- Zijun Y Xu-Monette
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, North Carolina.
| | - Li Wei
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, North Carolina.,Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Xiaosheng Fang
- Department of Hematology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Qingyan Au
- NeoGenomics Laboratories, Aliso Viejo, California
| | - Harry Nunns
- NeoGenomics Laboratories, Aliso Viejo, California
| | - Máté Nagy
- NeoGenomics Laboratories, Aliso Viejo, California
| | - Alexandar Tzankov
- Institute of Pathology, University Hospital Basel, Basel, Switzerland
| | - Feng Zhu
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, North Carolina
| | | | - Govind Bhagat
- Columbia University Irving Medical Center and New York Presbyterian Hospital, New York, New York
| | | | | | - Wayne Tam
- Weill Medical College of Cornell University, New York, New York
| | - Youli Zu
- The Methodist Hospital, Houston, Texas
| | | | - Fredrick B Hagemeister
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Xiaoping Sun
- Department of Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Xin Han
- Department of Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Heounjeong Go
- Asan Medical Center, Ulsan University College of Medicine, Seoul, Republic of South Korea
| | | | | | | | | | - J Han van Krieken
- Radboud University Nijmegen Medical Centre, Nijmegen, the Netherlands
| | - Miguel A Piris
- Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Jane N Winter
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Yong Li
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Bing Xu
- The First Affiliated Hospital of Xiamen University, Xiamen, Fujian, China
| | - Maher Albitar
- Genomic Testing Cooperative, LCA, Irvine, California
| | - Hua You
- Children's Hospital of Chongqing Medical University, Chongqing, China.
| | - Ken H Young
- Hematopathology Division and Department of Pathology, Duke University Medical Center, Durham, North Carolina. .,Duke Cancer Institute, Durham, North Carolina
| |
Collapse
|
49
|
Huang Q, Lin J, Huang S, Shen J. Impact of Qi-Invigorating Traditional Chinese Medicines on Diffuse Large B Cell Lymphoma Based on Network Pharmacology and Experimental Validation. Front Pharmacol 2021; 12:787816. [PMID: 34955857 PMCID: PMC8699731 DOI: 10.3389/fphar.2021.787816] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 11/15/2021] [Indexed: 12/31/2022] Open
Abstract
Background: It has been verified that deficiency of Qi, a fundamental substance supporting daily activities according to the Traditional Chinese Medicine theory, is an important symptom of cancer. Qi-invigorating herbs can inhibit cancer development through promoting apoptosis and improving cancer microenvironment. In this study, we explored the potential mechanisms of Qi-invigorating herbs in diffuse large B cell lymphoma (DLBCL) through network pharmacology and in vitro experiment. Methods: Active ingredients of Qi-invigorating herbs were predicted from the Traditional Chinese Medicine Systems Pharmacology Database. Potential targets were obtained via the SwissTargetPrediction and STITCH databases. Target genes of DLBCL were obtained through the PubMed, the gene-disease associations and the Malacards databases. Overlapping genes between DLBCL and each Qi-invigorating herb were collected. Hub genes were subsequently screened via Cytoscape. The Gene Ontology and pathway enrichment analyses were performed using the DAVID database. Molecular docking was performed among active ingredients and hub genes. Hub genes linked with survival and tumor microenvironment were analyzed through the GEPIA 2.0 and TIMER 2.0 databases, respectively. Additionally, in vitro experiment was performed to verify the roles of common hub genes. Results: Through data mining, 14, 4, 22, 22, 35, 2, 36 genes were filtered as targets of Ginseng Radix et Rhizoma, Panacis Quinquefolii Radix, Codonopsis Radix, Pseudostellariae Radix, Astragali Radix, Dioscoreae Rhizoma, Glycyrrhizae Radix et Rhizoma for DLBCL treatment, respectively. Then besides Panacis Quinquefolii Radix and Dioscoreae Rhizoma, 1,14, 10, 14,13 hub genes were selected, respectively. Molecular docking studies indicated that active ingredients could stably bind to the pockets of hub proteins. CASP3, CDK1, AKT1 and MAPK3 were predicted as common hub genes. However, through experimental verification, only CASP3 was considered as the common target of Qi-invigorating herbs on DLBCL apoptosis. Furthermore, the TIMER2.0 database showed that Qi-invigorating herbs might act on DLBCL microenvironment through their target genes. Tumor-associated neutrophils may be main target cells of DLBCL treated by Qi-invigorating herbs. Conclusion: Our results support the effects of Qi-invigorating herbs on DLBCL. Hub genes and immune infiltrating cells provided the molecular basis for each Qi-invigorating herb acting on DLBCL.
Collapse
Affiliation(s)
- Qian Huang
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Fujian Provincial Key Laboratory of Hematology, Fujian Medical University Union Hospital, Fuzhou, China
| | - Jinkun Lin
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Fujian Provincial Key Laboratory of Hematology, Fujian Medical University Union Hospital, Fuzhou, China
| | - Surong Huang
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Fujian Provincial Key Laboratory of Hematology, Fujian Medical University Union Hospital, Fuzhou, China
| | - Jianzhen Shen
- Fujian Institute of Hematology, Fujian Medical Center of Hematology, Fujian Provincial Key Laboratory of Hematology, Fujian Medical University Union Hospital, Fuzhou, China
| |
Collapse
|
50
|
Shanavas M, Law SC, Hertzberg M, Hicks RJ, Seymour JF, Li Z, Merida de Long L, Nath K, Sabdia MB, Gunawardana J, Gandhi MK, Keane C. Intratumoral T-cell receptor repertoire is predictive of interim PET scan results in patients with diffuse large B-cell lymphoma treated with rituximab/cyclophosphamide/doxorubicin/prednisolone/vincristine (R-CHOP) chemoimmunotherapy. Clin Transl Immunology 2021; 10:e1351. [PMID: 34745610 PMCID: PMC8548874 DOI: 10.1002/cti2.1351] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 08/14/2021] [Accepted: 10/05/2021] [Indexed: 12/16/2022] Open
Abstract
Objectives A diverse intratumoral T‐cell receptor (TCR) repertoire is associated with improved survival in diffuse large B‐cell lymphoma (DLBCL) treated with rituximab/cyclophosphamide/doxorubicin/prednisolone/vincristine (R‐CHOP) chemoimmunotherapy. We explored the impact of intratumoral TCR repertoire on interim PET (iPET) done after four cycles of R‐CHOP, the relationships between intratumoral and circulating repertoire, and the phenotypes of expanded clonotypes. Methods We sequenced the third complementarity‐determining region of TCRβ in tumor samples, blood at pre‐therapy and after four cycles of R‐CHOP in 35 patients enrolled in ALLGNHL21 trial in high‐risk DLBCL. We correlated the TCR diversity metrics with iPET status, gene expression profiles and HLA‐class I genotypes. We then sequenced the FACS‐sorted peripheral blood T cells in six patients, and pentamer‐sorted EBV‐specific CD8+ T cells in one patient from this cohort. Results Compared with iPET− patients, the intratumoral TCR repertoire in iPET+ patients was characterised by higher cumulative frequency of abundant clonotypes and higher productive clonality. There was a variable overlap between circulating and intratumoral repertoires, with the dominant intratumoral clonotypes more likely to be detected in the blood. The majority of shared clonotypes were CD8+ PD‐1HI T cells, and CD8+ T cells had the largest clonal expansions in tumor and blood. In a patient with EBV+ DLBCL, EBV‐specific intratumoral clonotypes were trackable in the blood. Conclusion This study demonstrates that clonally expanded intratumoral TCR repertoires are associated with iPET+ and that the blood can be used to track tumor‐associated antigen‐specific clonotypes. These findings assist the rationale design and therapeutic monitoring of immunotherapeutic strategies in DLBCL.
Collapse
Affiliation(s)
- Mohamed Shanavas
- Mater Research University of Queensland Brisbane QLD Australia.,Department of Haematology Mater Hospital Brisbane QLD Australia
| | - Soi-Cheng Law
- Mater Research University of Queensland Brisbane QLD Australia
| | - Mark Hertzberg
- Department of Haematology Prince of Wales Hospital and University of NSW Randwick NSW Australia
| | - Rodney J Hicks
- Department of Cancer Imaging Peter MacCallum Cancer Centre East Melbourne Melbourne VIC Australia
| | - John F Seymour
- Department of Haematology Peter MacCallum Cancer Centre Royal Melbourne Hospital & University of Melbourne Parkville VIC Australia
| | - Zhixiu Li
- Centre for Genomics and Personalised Health School of Biomedical Sciences, Faculty of Health Translational Research Institute Queensland University of Technology (QUT) Woolloongabba QLD Australia
| | | | - Karthik Nath
- Mater Research University of Queensland Brisbane QLD Australia
| | | | - Jay Gunawardana
- Mater Research University of Queensland Brisbane QLD Australia
| | - Maher K Gandhi
- Mater Research University of Queensland Brisbane QLD Australia.,Department of Haematology Princess Alexandra Hospital Brisbane QLD Australia
| | - Colm Keane
- Mater Research University of Queensland Brisbane QLD Australia.,Department of Haematology Princess Alexandra Hospital Brisbane QLD Australia
| |
Collapse
|