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Martínez LE, Comin-Anduix B, Güemes-Aragon M, Ibarrondo J, Detels R, Mimiaga MJ, Epeldegui M. Characterization of unique B-cell populations in the circulation of people living with HIV prior to non-Hodgkin lymphoma diagnosis. Front Immunol 2024; 15:1441994. [PMID: 39324141 PMCID: PMC11422120 DOI: 10.3389/fimmu.2024.1441994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2024] [Accepted: 08/20/2024] [Indexed: 09/27/2024] Open
Abstract
People living with HIV (PLWH) are at higher risk of developing lymphoma. In this study, we performed cytometry by time-of-flight (CyTOF) on peripheral blood mononuclear cells of cART-naïve HIV+ individuals and cART-naïve HIV+ individuals prior to AIDS-associated non-Hodgkin lymphoma (pre-NHL) diagnosis. Participants were enrolled in the Los Angeles site of the MACS/WIHS Combined Cohort Study (MWCCS). Uniform Manifold Approximation and Projection (UMAP) and unsupervised clustering analysis were performed to identify differences in the expression of B-cell activation markers and/or oncogenic markers associated with lymphomagenesis. CD10+CD27- B cells, CD20+CD27- B cells, and B-cell populations with aberrant features (CD20+CD27+CXCR4+CD71+ B cells and CD20+CXCR4+cMYC+ B cells) were significantly elevated in HIV+ cART-naïve compared to HIV-negative samples. CD20+CD27+CD24+CXCR4+CXCR5+ B cells, CD20+CD27+CD10+CD24+CXCR4+cMYC+ B cells, and a cluster of CD20+CXCR4hiCD27-CD24+CXCR5+CD40+CD4+AICDA+ B cells were significantly elevated in HIV+ pre-NHL (cART-naïve) compared to HIV+ cART-naïve samples. A potentially clonal cluster of CD20+CXCR4+CXCR5+cMYC+AICDA+ B cells and a cluster of germinal center B-cell-like cells (CD19-CD20+CXCR4+Bcl-6+PD-L1+cMYC+) were also found in the circulation of HIV+ pre-NHL (cART-naïve) samples. Moreover, significantly elevated clusters of CD19+CD24hiCD38hi cMYC+ AICDA+ B regulatory cells were identified in HIV+ pre-NHL (cART-naïve) compared to HIV+ cART-naïve samples. The present study identifies unique B-cell subsets in PLWH with potential pre-malignant features that may contribute to the development of pre-tumor B cells in PLWH and that may play a role in lymphomagenesis.
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Affiliation(s)
- Laura E Martínez
- UCLA AIDS Institute, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Obstetrics and Gynecology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Begoña Comin-Anduix
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, United States
- Ahmanson Translational Theranostics Division, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, CA, United States
- Division of Surgical Oncology, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, United States
| | - Miriam Güemes-Aragon
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Hematology and Oncology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Javier Ibarrondo
- UCLA AIDS Institute, University of California, Los Angeles, Los Angeles, CA, United States
| | - Roger Detels
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States
| | - Matthew J Mimiaga
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States
| | - Marta Epeldegui
- UCLA AIDS Institute, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Obstetrics and Gynecology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, United States
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Epeldegui M, Chang D, Lee J, Magpantay LI, Borok M, Bukuru A, Busakhala N, Godfrey C, Hosseinipour MC, Kang M, Kanyama C, Langat D, Mngqibisa R, Mwelase N, Nyirenda M, Samaneka W, Hoagland B, Campbell TB, Martínez-Maza O, Krown SE. Predictive Value of Serum Biomarkers for Response of Limited-Stage AIDS-Associated Kaposi Sarcoma to Antiretroviral Therapy With or Without Concomitant Chemotherapy in Resource-Limited Settings. J Acquir Immune Defic Syndr 2023; 94:165-173. [PMID: 37368929 PMCID: PMC10527582 DOI: 10.1097/qai.0000000000003236] [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: 04/03/2023] [Accepted: 06/01/2023] [Indexed: 06/29/2023]
Abstract
BACKGROUND Guidelines for limited-stage human immunodeficiency virus-associated Kaposi sarcoma (AIDS/KS) recommend antiretroviral therapy (ART) as initial treatment. However, many such individuals show worsening KS and require additional chemotherapy. Methods to identify such patients are lacking. SETTING We studied whether serum levels of biomarkers associated with angiogenesis, systemic inflammation, and immune activation, which are elevated in HIV-infected individuals and implicated in the development of KS, could prospectively identify individuals with limited-stage AIDS-KS who would benefit from chemotherapy administered with ART. METHODS Serum specimens were obtained from participants in a randomized trial evaluating the value of adding oral etoposide chemotherapy to ART in treatment-naïve people with limited-stage AIDS-KS in resource-limited settings. Serum biomarkers of inflammation (C-reactive protein [CRP], interleukin [IL]-6, IL-8, IL-10, granulocyte colony stimulating factor, soluble tumor necrosis factor receptor-2), immune system activation (soluble IL-2 receptor alfa, C-X-C motif chemokine ligand 10/interferon gamma-induced protein 10, C-C motif ligand 2/monocyte chemoattractant protein 1), and angiogenesis (vascular endothelial growth factor, matrix metalloproteinase-2, -9, endoglin, hepatocyte growth factor) were measured at entry to determine whether baseline levels are associated with KS response. On-treatment changes in biomarker levels were determined to assess how etoposide modifies the effects of ART. RESULTS Pretreatment CRP and IL-10 were higher in those whose KS progressed, and lowest in those who had good clinical responses. Pretreatment CRP, IL-6, and soluble tumor necrosis factor receptor-2 showed significant associations with KS progression at the week-48 primary endpoint. Immediate etoposide led to lower inflammation biomarker levels compared with ART alone. Early KS progression was associated with elevated pretreatment levels of inflammation-associated biomarkers and increasing levels post-treatment. CONCLUSIONS Quantifying serum biomarkers, especially CRP, may help identify persons with AIDS-KS who would benefit from early introduction of chemotherapy in addition to ART.
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Affiliation(s)
- Marta Epeldegui
- Department of Obstetrics and Gynecology, University of California, Los Angeles, CA
| | - Di Chang
- Department of Biostatistics, University of Arkansas for Medical Sciences, Little Rock, AR
| | - Jeannette Lee
- Department of Biostatistics, University of Arkansas for Medical Sciences, Little Rock, AR
| | - Larry I Magpantay
- Department of Obstetrics and Gynecology, University of California, Los Angeles, CA
| | - Margaret Borok
- Unit of Internal Medicine, University of Zimbabwe Faculty of Medicine and Health Sciences, Harare, Zimbabwe
| | | | - Naftali Busakhala
- Department of Pharmacology, Moi University School of Medicine, Eldoret, Kenya
| | - Catherine Godfrey
- Office of the Global AIDS Coordinator, Department of State, Washington, DC
| | - Mina C Hosseinipour
- Department of Medicine, Division of Infectious Diseases, University of North Carolina Project, Lilongwe, Malawi
| | - Minhee Kang
- Center for Biostatistics in AIDS Research in the Department of Biostatistics, Harvard School of Public Health, Boston, MA
| | - Cecilia Kanyama
- Department of Medicine, Division of Infectious Diseases, University of North Carolina Project, Lilongwe, Malawi
| | - Deborah Langat
- Department of Research, KEMRI Walter Reed Project, Kericho, Kenya
| | - Rosie Mngqibisa
- Research Unit, Enhancing Care Foundation, Durban International Clinical Research Site, King Edward Hospital, Enhancing Care Foundation, Durban, South Africa
| | - Noluthando Mwelase
- Department of Internal Medicine, University of Witwatersrand, Johannesburg, South Africa
| | - Mulinda Nyirenda
- College of Medicine-Johns Hopkins Research Project, Blantyre, Malawi
| | - Wadzanai Samaneka
- Unit of Internal Medicine, University of Zimbabwe Faculty of Medicine and Health Sciences, Harare, Zimbabwe
| | - Brenda Hoagland
- Department of Infectious Diseases, National Institute of Infectious Diseases Evandro Chagas/Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | - Thomas B Campbell
- Department of Medicine, University of Colorado School of Medicine Aurora, CO; and
| | | | - Susan E Krown
- Department of Medicine, Memorial Sloan-Kettering Cancer Center (Emerita), New York, NY
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Martínez LE, Magpantay LI, Guo Y, Hegde P, Detels R, Hussain SK, Epeldegui M. Extracellular vesicles as biomarkers for AIDS-associated non-Hodgkin lymphoma risk. Front Immunol 2023; 14:1259007. [PMID: 37809067 PMCID: PMC10556683 DOI: 10.3389/fimmu.2023.1259007] [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: 07/14/2023] [Accepted: 09/08/2023] [Indexed: 10/10/2023] Open
Abstract
Introduction Extracellular vesicles are membrane-bound structures secreted into the extracellular milieu by cells and can carry bioactive molecules. There is emerging evidence suggesting that EVs play a role in the diagnosis, treatment, and prognosis of certain cancers. In this study, we investigate the association of EVs bearing PD-L1 and molecules important in B-cell activation and differentiation with AIDS-NHL risk. Methods EVs were isolated from archived serum collected prior to the diagnosis of AIDS-NHL in cases (N = 51) and matched HIV+ controls (N = 52) who were men enrolled in the Los Angeles site of the MACS/WIHS Combined Cohort Study (MWCCS). Serum specimens of AIDS-NHL cases were collected at a mean time of 1.25 years (range of 2 to 36 months) prior to an AIDS-NHL diagnosis. The expression of PD-L1 and other molecules on EVs (CD40, CD40L, TNF-RII, IL-6Rα, B7-H3, ICAM-1, and FasL) were quantified by Luminex multiplex assay. Results and discussion We observed significantly higher levels of EVs bearing PD-L1, CD40, TNF-RII and/or IL-6Rα in AIDS-NHL cases compared with controls. Using multivariate conditional logistic regression models adjusted for age and CD4+ T-cell count, we found that EVs bearing PD-L1 (OR = 1.93; 95% CI: 1.10 - 3.38), CD40 (OR = 1.97, 95% CI: 1.09 - 3.58), TNF-RII (OR = 5.06; 95% CI: 1.99 - 12.85) and/or IL-6Rα (OR = 4.67; 95% CI: 1.40 - 15.53) were significantly and positively associated with AIDS-NHL risk. In addition, EVs bearing these molecules were significantly and positively associated with non-CNS lymphoma: PD-L1 (OR = 1.94; 95% CI: 1.01 - 3.72); CD40 (OR = 2.66; 95% CI: 1.12 - 6.35); TNF-RII (OR = 9.64; 95% CI: 2.52 - 36.86); IL-6Rα (OR = 8.34; 95% CI: 1.73 - 40.15). These findings suggest that EVs bearing PD-L1, CD40, TNF-RII and/or IL-6Rα could serve as biomarkers for the early detection of NHL in PLWH.
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Affiliation(s)
- Laura E. Martínez
- UCLA AIDS Institute and David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Obstetrics and Gynecology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Larry I. Magpantay
- UCLA AIDS Institute and David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Obstetrics and Gynecology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Yu Guo
- UCLA AIDS Institute and David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Obstetrics and Gynecology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Priya Hegde
- UCLA AIDS Institute and David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Roger Detels
- Jonathan and Karin Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States
| | - Shehnaz K. Hussain
- Department of Public Health Sciences, School of Medicine and Comprehensive Cancer Center, University of California, Davis, Davis, CA, United States
| | - Marta Epeldegui
- UCLA AIDS Institute and David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Obstetrics and Gynecology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, United States
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Martínez LE, Lensing S, Chang D, Magpantay LI, Mitsuyasu R, Ambinder RF, Sparano JA, Martínez-Maza O, Epeldegui M. Plasma extracellular vesicles bearing PD-L1, CD40, CD40L or TNF-RII are significantly reduced after treatment of AIDS-NHL. Sci Rep 2022; 12:9185. [PMID: 35655072 PMCID: PMC9163074 DOI: 10.1038/s41598-022-13101-8] [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] [Received: 01/22/2022] [Accepted: 05/20/2022] [Indexed: 01/09/2023] Open
Abstract
Emerging evidence shows that tumor cells secrete extracellular vesicles (EVs) that carry bioactive cell surface markers, such as programmed death-ligand 1 (PD-L1), which can modulate immune responses and inhibit anti-tumor responses, potentially playing a role in lymphomagenesis and in promoting the growth of these cancers. In this study, we investigated the role of EVs expressing cell surface molecules associated with B cell activation and immune regulation. We measured levels of EVs derived from plasma from 57 subjects with AIDS-related non-Hodgkin lymphoma (AIDS-NHL) enrolled in the AIDS Malignancies Consortium (AMC) 034 clinical trial at baseline and post-treatment with rituximab plus concurrent infusional EPOCH chemotherapy. We found that plasma levels of EVs expressing PD-L1, CD40, CD40L or TNF-RII were significantly reduced after cancer treatment. AIDS-NHL patients with the diffuse large B cell lymphoma (DLBCL) tumor subtype had decreased plasma levels of EVs bearing PD-L1, compared to those with Burkitt's lymphoma. CD40, CD40L and TNF-RII-expressing EVs showed a significant positive correlation with plasma levels of IL-10, CXCL13, sCD25, sTNF-RII and IL-18. Our results suggest that patients with AIDS-NHL have higher levels of EVs expressing PD-L1, CD40, CD40L or TNF-RII in circulation before cancer treatment and that levels of these EVs are associated with levels of biomarkers of microbial translocation and inflammation.
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Affiliation(s)
- Laura E Martínez
- UCLA AIDS Institute and David Geffen School of Medicine, University of California, Los Angeles, Biomedical Sciences Research Building Room 173, Los Angeles, CA, 90095, USA
- Department of Obstetrics and Gynecology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Shelly Lensing
- Department of Biostatistics, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Di Chang
- Department of Biostatistics, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Larry I Magpantay
- UCLA AIDS Institute and David Geffen School of Medicine, University of California, Los Angeles, Biomedical Sciences Research Building Room 173, Los Angeles, CA, 90095, USA
- Department of Obstetrics and Gynecology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Ronald Mitsuyasu
- UCLA AIDS Institute and David Geffen School of Medicine, University of California, Los Angeles, Biomedical Sciences Research Building Room 173, Los Angeles, CA, 90095, USA
| | - Richard F Ambinder
- Division of Hematologic Malignancies, Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, John Hopkins University, Baltimore, MD, USA
| | | | - Otoniel Martínez-Maza
- UCLA AIDS Institute and David Geffen School of Medicine, University of California, Los Angeles, Biomedical Sciences Research Building Room 173, Los Angeles, CA, 90095, USA
- Department of Obstetrics and Gynecology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA, USA
| | - Marta Epeldegui
- UCLA AIDS Institute and David Geffen School of Medicine, University of California, Los Angeles, Biomedical Sciences Research Building Room 173, Los Angeles, CA, 90095, USA.
- Department of Obstetrics and Gynecology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA, USA.
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Lievin R, Hendel-Chavez H, Baldé A, Lancar R, Algarte-Génin M, Krzysiek R, Costagliola D, Assoumou L, Taoufik Y, Besson C. Increased Production of B-Cell Activating Cytokines and Altered Peripheral B-Cell Subset Distribution during HIV-Related Classical Hodgkin Lymphoma. Cancers (Basel) 2021; 14:cancers14010128. [PMID: 35008292 PMCID: PMC8750095 DOI: 10.3390/cancers14010128] [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: 11/06/2021] [Revised: 12/11/2021] [Accepted: 12/13/2021] [Indexed: 12/03/2022] Open
Abstract
Simple Summary Patients with HIV are at high risk of developing Hodgkin’s lymphoma. This is potentially due to alterations in blood circulating B-lymphocytes and their activating cytokines. We analyzed the distribution of circulating B-lymphocytes and the level of the activating cytokines IL6, IL10 and BAFF in 38 patients with HIV-related Hodgkin’s lymphoma during a 2-year follow-up. We also compared their characteristics at diagnosis with (1) pre-diagnosis serum samples and (2) samples from control HIV-infected subjects without lymphoma. We found an increase in activating cytokines in cases compared to controls. The level of activating cytokines increased in advanced lymphoma. It decreased over time during follow-up. B-lymphocytic count was similar between patients and controls, but their subset distribution differed. There was an overrepresentation of naive B-lymphocytes over memory B-lymphocytes in HIV-associated Hodgkin lymphoma patients, more pronounced in those with advanced lymphoma. Follow-up showed an increase in B-lymphocytic count with an even greater proportion of naive B-cells. Together this suggests that in HIV-infected patients, Hodgkin lymphoma is associated with an altered blood distribution of B-lymphocytic subsets and an increased production of activating cytokines. This environment may contribute to the process of tumorigenesis. Abstract Classical Hodgkin Lymphoma incidence increases in HIV-1-infected patients (HIV-cHL). HIV infection is associated with higher B-cell activation. Here, in 38 HIV-cHL patients from the French cohort ANRS-CO16 Lymphovir, we examined longitudinally over 24 months the serum levels of the B-cell activating cytokines IL10, IL6, and BAFF, and blood distribution of B-cell subsets. Fourteen HIV-cHL patients were also compared to matched HIV-infected controls without cHL. IL10, IL6, and BAFF levels were higher in HIV-cHL patients than in controls (p < 0.0001, p = 0.002, and p < 0.0001, respectively). Cytokine levels increased in patients with advanced-stage lymphoma compared to those with limited-stage (p = 0.002, p = 0.03, and p = 0.01, respectively). Cytokine levels significantly decreased following HIV-cHL diagnosis and treatment. Blood counts of whole B-cells were similar in HIV-cHL patients and controls, but the distribution of B-cell subsets was different with higher ratios of naive B-cells over memory B-cells in HIV-cHL patients. Blood accumulation of naive B-cells was more marked in patients with advanced cHL stages (p = 0.06). During the follow-up, total B-cell counts increased (p < 0.0001), and the proportion of naive B-cells increased further (p = 0.04). Together the results suggest that in HIV-infected patients, cHL is associated with a particular B-cell-related environment that includes increased production of B-cell-activating cytokines and altered peripheral distribution of B-cell subsets. This B-cell-related environment may fuel the process of tumorigenesis.
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Affiliation(s)
- Raphael Lievin
- Department of Hematology and Oncology, Hospital of Versailles, 78150 Le Chesnay, France;
| | - Houria Hendel-Chavez
- Service d’Hématologie et Immunologie Biologique, Hôpital Bicêtre, Assistance Publique-Hôpitaux de Paris, 94270 Le Kremlin-Bicêtre, France; (H.H.-C.); (R.K.); (Y.T.)
- INSERM 1186, Institut Gustave Roussy, 94805 Villejuif, France
| | - Aliou Baldé
- Institut Pierre Louis d’Epidémiologie et de Santé Publique, IPLESP, Sorbonne Université, INSERM UMR-S 1136, 75646 Paris, France; (A.B.); (R.L.); (M.A.-G.); (D.C.); (L.A.)
| | - Rémi Lancar
- Institut Pierre Louis d’Epidémiologie et de Santé Publique, IPLESP, Sorbonne Université, INSERM UMR-S 1136, 75646 Paris, France; (A.B.); (R.L.); (M.A.-G.); (D.C.); (L.A.)
| | - Michèle Algarte-Génin
- Institut Pierre Louis d’Epidémiologie et de Santé Publique, IPLESP, Sorbonne Université, INSERM UMR-S 1136, 75646 Paris, France; (A.B.); (R.L.); (M.A.-G.); (D.C.); (L.A.)
| | - Roman Krzysiek
- Service d’Hématologie et Immunologie Biologique, Hôpital Bicêtre, Assistance Publique-Hôpitaux de Paris, 94270 Le Kremlin-Bicêtre, France; (H.H.-C.); (R.K.); (Y.T.)
- INSERM 1186, Institut Gustave Roussy, 94805 Villejuif, France
| | - Dominique Costagliola
- Institut Pierre Louis d’Epidémiologie et de Santé Publique, IPLESP, Sorbonne Université, INSERM UMR-S 1136, 75646 Paris, France; (A.B.); (R.L.); (M.A.-G.); (D.C.); (L.A.)
| | - Lambert Assoumou
- Institut Pierre Louis d’Epidémiologie et de Santé Publique, IPLESP, Sorbonne Université, INSERM UMR-S 1136, 75646 Paris, France; (A.B.); (R.L.); (M.A.-G.); (D.C.); (L.A.)
| | - Yassine Taoufik
- Service d’Hématologie et Immunologie Biologique, Hôpital Bicêtre, Assistance Publique-Hôpitaux de Paris, 94270 Le Kremlin-Bicêtre, France; (H.H.-C.); (R.K.); (Y.T.)
- INSERM 1186, Institut Gustave Roussy, 94805 Villejuif, France
| | - Caroline Besson
- Department of Hematology and Oncology, Hospital of Versailles, 78150 Le Chesnay, France;
- Université Versailles Saint Quentin en Yvelines, Université Paris-Saclay, 78180 Montigny le Bretonneux, France
- Centre for Research in Epidemiology and Population Health, INSERM Unit 1018, 94800 Villejuif, France
- Correspondence:
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