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de Kanter J, Steemers A, Gonzalez D, van Ineveld RL, Blijleven C, Groenen N, Trabut L, Scheijde‐Vermeulen M, Westera L, Beishuizen A, Rios AC, Holstege FP, Brandsma A, Margaritis T, van Boxtel R, Meyer‐Wentrup F. Single-cell RNA sequencing of pediatric Hodgkin lymphoma to study the inhibition of T cell subtypes. Hemasphere 2024; 8:e149. [PMID: 39233904 PMCID: PMC11369206 DOI: 10.1002/hem3.149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 06/04/2024] [Accepted: 06/29/2024] [Indexed: 09/06/2024] Open
Abstract
Pediatric classic Hodgkin lymphoma (cHL) patients have a high survival rate but suffer from severe long-term side effects induced by chemo- and radiotherapy. cHL tumors are characterized by the low fraction (0.1%-10%) of malignant Hodgkin and Reed-Sternberg (HRS) cells in the tumor. The HRS cells depend on the surrounding immune cells for survival and growth. This dependence is leveraged by current treatments that target the PD-1/PD-L1 axis in cHL tumors. The development of more targeted therapies that are specific for the tumor and are therefore less toxic for healthy tissue compared with conventional chemotherapy could improve the quality of life of pediatric cHL survivors. Here, we applied single-cell RNA sequencing (scRNA-seq) on isolated HRS cells and the immune cells from the same cHL tumors. Besides TNFRSF8 (CD30), we identified other genes of cell surface proteins that are consistently overexpressed in HRS cells, such as NRXN3 and LRP8, which can potentially be used as alternative targets for antibody-drug conjugates or CAR T cells. Finally, we identified potential interactions by which HRS cells inhibit T cells, among which are the galectin-1/CD69 and HLA-II/LAG3 interactions. RNAscope was used to validate the enrichment of CD69 and LAG3 expression on T cells near HRS cells and indicated large variability of the interaction strength with the corresponding ligands between patients and between tumor tissue regions. In conclusion, this study identifies new potential therapeutic targets for cHL and highlights the importance of studying heterogeneity when identifying therapy targets, specifically those that target tumor-immune cell interactions.
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Affiliation(s)
- Jurrian K. de Kanter
- Princess Máxima Center for Pediatric OncologyUtrechtThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
| | - Alexander S. Steemers
- Princess Máxima Center for Pediatric OncologyUtrechtThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
| | - Daniel Montiel Gonzalez
- Princess Máxima Center for Pediatric OncologyUtrechtThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
| | - Ravian L. van Ineveld
- Princess Máxima Center for Pediatric OncologyUtrechtThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
| | - Catharina Blijleven
- Princess Máxima Center for Pediatric OncologyUtrechtThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
- Present address:
University of CopenhagenCopenhagenDenmark
| | - Niels Groenen
- Princess Máxima Center for Pediatric OncologyUtrechtThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
| | - Laurianne Trabut
- Princess Máxima Center for Pediatric OncologyUtrechtThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
| | | | - Liset Westera
- Princess Máxima Center for Pediatric OncologyUtrechtThe Netherlands
| | - Auke Beishuizen
- Princess Máxima Center for Pediatric OncologyUtrechtThe Netherlands
| | - Anne C. Rios
- Princess Máxima Center for Pediatric OncologyUtrechtThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
| | | | - Arianne M. Brandsma
- Princess Máxima Center for Pediatric OncologyUtrechtThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
- Present address:
Sanquin Blood BankAmsterdamthe Netherlands
| | | | - Ruben van Boxtel
- Princess Máxima Center for Pediatric OncologyUtrechtThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
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Rodrigues WF, Miguel CB, de Abreu MCM, Neto JM, Oliveira CJF. Potential Associations between Vascular Biology and Hodgkin's Lymphoma: An Overview. Cancers (Basel) 2023; 15:5299. [PMID: 37958472 PMCID: PMC10649902 DOI: 10.3390/cancers15215299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 10/24/2023] [Accepted: 11/03/2023] [Indexed: 11/15/2023] Open
Abstract
Hodgkin's lymphoma (HL) is a lymphatic neoplasm typically found in the cervical lymph nodes. The disease is multifactorial, and in recent years, the relationships between various vascular molecules have been explored in the field of vascular biology. The connection between vascular biology and HL is intricate and the roles of several pathways remain unclear. This review summarizes the cellular and molecular relationships between vascular biology and HL. Proteins associated with various functions in vascular biology, including cytokines (TNF-α, IL-1, IL-13, and IL-21), chemokines (CXCL10, CXCL12, and CCL21), adhesion molecules (ELAM-1/VCAM-1), and growth factors (BDNF/NT-3, platelet-derived growth factor receptor-α), have been linked to tumor activity. Notable tumor activities include the induction of paracrine activation of NF-kB-dependent pathways, upregulation of adhesion molecule regulation, genome amplification, and effective loss of antigen presentation mediated by MHC-II. Preclinical study models, primarily those using cell culture, have been optimized for HL. Animal models, particularly mice, are also used as alternatives to complex biological systems, with studies primarily focusing on the physiopathogenic evaluation of the disease. These biomolecules warrant further study because they may shed light on obscure pathways and serve as targets for prevention and/or treatment interventions.
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Affiliation(s)
- Wellington Francisco Rodrigues
- Postgraduate Course in Tropical Medicine and Infectious Diseases, Federal University of Triangulo Mineiro, UFTM, Uberaba 38025-440, MG, Brazil; (C.B.M.); (C.J.F.O.)
- University Center of Mineiros, Unifimes, Mineiros 75833-130, GO, Brazil; (M.C.M.d.A.); (J.M.N.)
| | - Camila Botelho Miguel
- Postgraduate Course in Tropical Medicine and Infectious Diseases, Federal University of Triangulo Mineiro, UFTM, Uberaba 38025-440, MG, Brazil; (C.B.M.); (C.J.F.O.)
- University Center of Mineiros, Unifimes, Mineiros 75833-130, GO, Brazil; (M.C.M.d.A.); (J.M.N.)
| | | | - Jamil Miguel Neto
- University Center of Mineiros, Unifimes, Mineiros 75833-130, GO, Brazil; (M.C.M.d.A.); (J.M.N.)
| | - Carlo José Freire Oliveira
- Postgraduate Course in Tropical Medicine and Infectious Diseases, Federal University of Triangulo Mineiro, UFTM, Uberaba 38025-440, MG, Brazil; (C.B.M.); (C.J.F.O.)
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Tamma R, Ingravallo G, Gaudio F, d’Amati A, Masciopinto P, Bellitti E, Lorusso L, Annese T, Benagiano V, Musto P, Specchia G, Ribatti D. The Tumor Microenvironment in Classic Hodgkin's Lymphoma in Responder and No-Responder Patients to First Line ABVD Therapy. Cancers (Basel) 2023; 15:2803. [PMID: 37345141 PMCID: PMC10216100 DOI: 10.3390/cancers15102803] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 05/12/2023] [Accepted: 05/15/2023] [Indexed: 06/23/2023] Open
Abstract
Although classical Hodgkin lymphoma (CHL) is typically curable, 15-25% of individuals eventually experience a relapse and pass away from their disease. In CHL, the cellular microenvironment is constituted by few percent of H/RS (Hodgkin/Reed-Sternberg) tumor cells surrounded from a heterogeneous infiltration of inflammatory cells. The interplay of H/RS cells with other immune cells in the microenvironment may provide novel strategies for targeted immunotherapies. In this paper we analyzed the microenvironment content in CHL patients with responsive disease (RESP) and patients with relapsed/refractory disease to treatment (REL). Our results indicate the increase of CD68+ and CD163+ macrophages, the increase of PDL-1+ cells and of CD34+ microvessels in REL patients respective to RESP patients. In contrast we also found the decrease of CD3+ and of CD8+ lymphocytes in REL patients respective to RESP patients. Finally, in REL patients our results show the positive correlation between CD68+ macrophages and PDL-1+ cells as well as a negative correlation between CD163+ and CD3+.
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Affiliation(s)
- Roberto Tamma
- Department of Translational Biomedicine and Neuroscience, University of Bari Medical School, 70124 Bari, Italy; (A.d.); (L.L.); (T.A.); (V.B.)
| | - Giuseppe Ingravallo
- Department of Precision and Regenerative Medicine and Ionian Area, University of Bari Medical School, 70124 Bari, Italy; (G.I.); (F.G.); (P.M.); (E.B.); (P.M.); (G.S.)
| | - Francesco Gaudio
- Department of Precision and Regenerative Medicine and Ionian Area, University of Bari Medical School, 70124 Bari, Italy; (G.I.); (F.G.); (P.M.); (E.B.); (P.M.); (G.S.)
| | - Antonio d’Amati
- Department of Translational Biomedicine and Neuroscience, University of Bari Medical School, 70124 Bari, Italy; (A.d.); (L.L.); (T.A.); (V.B.)
- Department of Precision and Regenerative Medicine and Ionian Area, University of Bari Medical School, 70124 Bari, Italy; (G.I.); (F.G.); (P.M.); (E.B.); (P.M.); (G.S.)
| | - Pierluigi Masciopinto
- Department of Precision and Regenerative Medicine and Ionian Area, University of Bari Medical School, 70124 Bari, Italy; (G.I.); (F.G.); (P.M.); (E.B.); (P.M.); (G.S.)
| | - Emilio Bellitti
- Department of Precision and Regenerative Medicine and Ionian Area, University of Bari Medical School, 70124 Bari, Italy; (G.I.); (F.G.); (P.M.); (E.B.); (P.M.); (G.S.)
| | - Loredana Lorusso
- Department of Translational Biomedicine and Neuroscience, University of Bari Medical School, 70124 Bari, Italy; (A.d.); (L.L.); (T.A.); (V.B.)
| | - Tiziana Annese
- Department of Translational Biomedicine and Neuroscience, University of Bari Medical School, 70124 Bari, Italy; (A.d.); (L.L.); (T.A.); (V.B.)
- Department of Medicine and Surgery, Libera Università del Mediterraneo (LUM) Giuseppe Degennaro University, 70124 Bari, Italy
| | - Vincenzo Benagiano
- Department of Translational Biomedicine and Neuroscience, University of Bari Medical School, 70124 Bari, Italy; (A.d.); (L.L.); (T.A.); (V.B.)
| | - Pellegrino Musto
- Department of Precision and Regenerative Medicine and Ionian Area, University of Bari Medical School, 70124 Bari, Italy; (G.I.); (F.G.); (P.M.); (E.B.); (P.M.); (G.S.)
| | - Giorgina Specchia
- Department of Precision and Regenerative Medicine and Ionian Area, University of Bari Medical School, 70124 Bari, Italy; (G.I.); (F.G.); (P.M.); (E.B.); (P.M.); (G.S.)
| | - Domenico Ribatti
- Department of Translational Biomedicine and Neuroscience, University of Bari Medical School, 70124 Bari, Italy; (A.d.); (L.L.); (T.A.); (V.B.)
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Soldan SS, Messick TE, Lieberman PM. Therapeutic approaches to Epstein-Barr virus cancers. Curr Opin Virol 2022; 56:101260. [PMID: 36174496 PMCID: PMC11058316 DOI: 10.1016/j.coviro.2022.101260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 08/14/2022] [Accepted: 08/22/2022] [Indexed: 11/27/2022]
Abstract
Epstein-Barr virus (EBV) establishes a lifelong latent infection that can be a causal agent for a diverse spectrum of cancers and autoimmune disease. A complex and dynamic viral lifecycle evades eradication by the host immune system and confounds antiviral therapeutic strategies. To date, there are no clinically approved vaccines or therapies that selectively target EBV as the underlying cause of EBV-associated disease. Here, we review the challenges and recent advances in the development of EBV-specific therapeutics for treatment of EBV-associated cancers.
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Zhang H, Li J, Zhou Q. Prognostic role of indoleamine 2,3-dioxygenase 1 expression in solid tumors: A systematic review and meta-analysis. Front Oncol 2022; 12:954495. [PMID: 36212460 PMCID: PMC9538899 DOI: 10.3389/fonc.2022.954495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 08/23/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundAs an emerging immune checkpoint molecule, indoleamine 2,3-dioxygenase 1 (IDO1) is an immunosuppressive rate-limiting enzyme in metabolism of tryptophan to kynurenine. The expression of IDO1 affected the prognosis of patients in cancers by regulating the kynurenine pathway, inhibiting the proliferation of T cells. However, the association between IDO1 and solid tumor prognosis was controversial. To further investigate the role of IDO1 expression in solid tumors, we conducted the systematic review and meta-analysis.MethodsWe searched the Web of Science, PubMed, Embase, and Cochrane Library databases and China National Knowledge Infrastructure (CNKI) to identify studies evaluating the prognostic value of IDO1 in solid tumors. Overall survival (OS), progression-free survival (PFS), and disease-free survival (DFS) were extracted as the outcome. Pooled hazard ratios (HRs) with 95% confidence intervals (CIs) were calculated by using the fixed-effect/random-effect model, while heterogeneity, publication bias, and sensitivity between studies were also analyzed.ResultsEighteen studies with 2,168 patients were included in this systematic review and meta-analysis. The results indicated that the high expression of IDO1 was associated with a shorter OS (n = 1926, HR = 1.60, 95% CI: 1.22–2.11, P = 0.001) and DFS (n = 327, HR = 2.65, 95% CI: 1.52–4.63, P = 0.001), while it was uncorrelated with PFS (n = 428, HR = 1.76, 95% CI: 0.99–3.14, P = 0.240). There was significant heterogeneity between studies on OS (I2 = 77.8%, P < 0.001). Subgroup analysis showed that age, gender, tumor type, follow-up period, and study quality were possible reasons for high heterogeneity. The result of the trim-and-fill method indicated that publication bias for OS had no impact on our results. Egger’s test suggested no publication bias for PFS (P = 0.553) and DFS (P = 0.273). Furthermore, sensitivity analysis indicated the result was stable.ConclusionHigh expression of IDO1 was associated with poor clinical outcomes, indicating that it could be a potential prognostic marker in various cancer types.
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Affiliation(s)
- Haiyan Zhang
- Pharmaceutical Department, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jing Li
- Pharmaceutical Department, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Qi Zhou
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, China
- *Correspondence: Qi Zhou,
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